From ab5fb6cdbe02a6d2e9fe7cd1f7bc8c915ed1cdda Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Fri, 1 Aug 2025 13:36:00 +0200 Subject: [PATCH 01/12] Initial implementation of gamma and nz source selectio --- .../tangential_shear_selection.ipynb | 18959 ++++++++++++++++ .../cluster_counts/sources_select_compute.py | 124 +- 2 files changed, 19036 insertions(+), 47 deletions(-) create mode 100644 notebooks/cluster_counts/tangential_shear_selection.ipynb diff --git a/notebooks/cluster_counts/tangential_shear_selection.ipynb b/notebooks/cluster_counts/tangential_shear_selection.ipynb new file mode 100644 index 000000000..79f44980e --- /dev/null +++ b/notebooks/cluster_counts/tangential_shear_selection.ipynb @@ -0,0 +1,18959 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "35818ae3-26f3-48cf-b910-a22cae198f23", + "metadata": {}, + "source": [ + "# TXPipe - CLMM Data Preparation\n", + "\n", + "This notebook runs and explores two pipelines that generate the weighted, calibrated, per-cluster background shear catalogs as inputs to CLMM. The instructions for running this on IN2P3 and on NERSC will differ.\n", + "\n", + "On IN2P3 -- before starting you will need to:\n", + "- set up the TXPipe environment at CC-IN2p3 using the command \n", + "`source /pbs/throng/lsst/users/jzuntz/txpipe-environments/setup-txpipe`\n", + "- clone the TXPipe repository somewhere. Note, the recommendation is for big data files to live in the sps folder, but not code. You will want additional data (not tracked by git) to live in sps, and to softlink to the data directory in TXPipe. There are potentially big data files in the the data folder inside TXPipe, but these should ideally be put in the SPS space since you may generate large files.\n", + "- downloaded the two input catalogs: [1 square degree](https://portal.nersc.gov/cfs/lsst/txpipe/data/example.tar.gz) and [20 square degrees](https://portal.nersc.gov/cfs/lsst/txpipe/data/cosmodc2-20deg2.tar.gz) and unzipped them in your TXPipe clone directory.\n", + "\n", + "On NERSC -- make sure you work through the installation and data downloading instructions on the README:\n", + "- [Install TXPipe](https://github.com/LSSTDESC/TXPipe#installing)\n", + "- [Download](https://github.com/LSSTDESC/TXPipe#running) example data\n", + "\n", + "You should then be able to execute the cells below in the **1 deg$^2$ Sample** section with the TXPipe kernel in NERSC." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "13c35f16-03a7-4042-bc68-8858711d8974", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/sps/lsst/users/ebarroso/conda_envs/txpipe_clp/lib/python3.10/site-packages/ceci/__init__.py:12: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", + " from pkg_resources import DistributionNotFound\n" + ] + } + ], + "source": [ + "import os\n", + "from pprint import pprint\n", + "import numpy as np\n", + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "from IPython.display import Image\n", + "import ceci" + ] + }, + { + "cell_type": "markdown", + "id": "54d52caf-ba4f-4d87-98fc-36bbd275135e", + "metadata": {}, + "source": [ + "# 1 deg$^2$ Sample\n", + "\n", + "First we will do some runs on the 1 deg^2 example data set with around 80k galaxies. This is small enough that we can do it all in jupyter.\n", + "\n", + "The data set, which is based on CosmoDC2, contains pre-computed photo-z and and contains a RedMapper cluster catalog for the field.\n", + "\n", + "We will clone our own copy of the TXPipe directory, and run this notebook from there. **Please change `my_txpipe_dir`** to your own version of the path when running this:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "32961686-f5c2-4873-b529-9fcaf22c54e7", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "my_txpipe_dir = \"/sps/lsst/users/ebarroso/TXPipe\"\n", + "os.chdir(my_txpipe_dir)\n", + "\n", + "import txpipe" + ] + }, + { + "cell_type": "markdown", + "id": "0c7fd3ce-e568-4228-9788-436c36916d36", + "metadata": {}, + "source": [ + "Now we make an output directory for everything, if it doesn't exist already." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "aa17705a-f043-41f6-97a7-6bae04237781", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "os.makedirs(\"data/example/outputs_metadetect\", exist_ok=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a2123975-cf19-4f1c-bae4-6894ecd42d24", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "if not os.path.exists(\"data/example/inputs/metadetect_shear_catalog.hdf5\"):\n", + " raise RuntimeError(\"Download and extract the sample data file to continue\")" + ] + }, + { + "cell_type": "markdown", + "id": "44a5c54a-c9f2-4301-ba88-29dff76f93a1", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## WL sample selection\n", + "\n", + "Our first step is the WL sample selection. This does both selection and tomography. The latter is not used here." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "9ed600f7-4cf7-4eff-9ba6-2edb1ead85c8", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "step1 = txpipe.TXSourceSelectorMetadetect.make_stage(\n", + " # This file is the input metadetect shear catalog\n", + " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", + " # This is an input training set for the tomographic selection\n", + " calibration_table=\"data/example/inputs/sample_cosmodc2_w10year_errors.dat\",\n", + "\n", + " # This contains all the options for this stage. You can override them here\n", + " # manually too.\n", + " config=\"examples/metadetect/config.yml\",\n", + "\n", + " # This is the output file for this stage\n", + " shear_tomography_catalog=\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "9b30b542-fe35-478d-9561-f4df45d83850", + "metadata": {}, + "source": [ + "This step will first train a classifier to select objects into tomographic bins, and then run it on the input data files\n", + "to produce the output file:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6b9def04-7ae8-4f39-80b6-8f18d4faaf11", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Process 0 running selection for rows 0-82,200\n" + ] + } + ], + "source": [ + "step1.run()\n", + "step1.finalize()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "40ad44da-205a-41ed-b4f4-7079dbf7d366", + 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len(bin_data[bin_data != -1])\n", + " print(count)\n", + "\n", + "\n", + "with h5py.File(\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\", \"r\") as f:\n", + " \n", + " print(f['tomography'].attrs.keys())\n", + " print(f['tomography'].attrs['zmax_0'])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ae049562-355f-4a7b-845f-2f2be598ff2f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Keys: \n", + "\n" + ] + } + ], + "source": [ + "import h5py\n", + "with h5py.File(\"data/example/inputs/metadetect_shear_catalog.hdf5\", \"r\") as f:\n", + " # Print all root level object names (aka keys) \n", + " # these can be group or dataset names \n", + " print(\"Keys: %s\" % f.keys())\n", + " # get first object name/key; may or may NOT be a group\n", + " print(f['shear']['00'].keys())" + ] + }, + { + "cell_type": "markdown", + "id": "33844c37-b2c7-4400-9f6c-f0c5bb0c3ce4", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## Cluster shear catalog indexing and weights\n", + "\n", + "Our second step runs the matching to find the shear catalog behind every cluster.\n", + "\n", + "This step saves a cluster shear catalog, which is actually just an index into the shear and cluster catalogs (to avoid making many copies of the data), with added weights from CLMM" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "52cd1f06-b0ea-4afb-b398-0ef5404d8ae4", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Options for this pipeline and their defaults:\n", + "{'chunk_rows': 100000, 'max_radius': 10.0, 'delta_z': 0.1, 'redshift_cut_criterion': 'zmode', 'redshift_weight_criterion': 'zmode', 'redshift_cut_criterion_pdf_fraction': 0.9, 'subtract_mean_shear': False, 'coordinate_system': 'celestial', 'use_true_shear': False, 'delta_sigma': False, 'use_shape_noise': False}\n" + ] + } + ], + "source": [ + "print(\"Options for this pipeline and their defaults:\")\n", + "print(txpipe.extensions.CLClusterShearCatalogs.config_options)\n", + "def run_different_options(delta_sigma, weight_criterion, cut_criterion, name, shape=False):\n", + " step2 = txpipe.extensions.CLClusterShearCatalogs.make_stage(\n", + " # Shear catalog, as before\n", + " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", + " # This is the initial cluster catalog - RAs, Decs, richess, redshift, etc.\n", + " cluster_catalog=\"./data/example/inputs/cluster_catalog.hdf5\",\n", + " # This fiducial cosmology is used to convert distance separations to redshifts\n", + " fiducial_cosmology=\"./data/fiducial_cosmology.yml\",\n", + " # The tomography catalog created in step 1 selects objects for the WL sample\n", + " # and assigns them to tomographic bins. We don't need the tomography here, just the basic selection\n", + " shear_tomography_catalog=\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", + " # This is a QP file created by RAIL to generate the photo-zs for this sample\n", + " source_photoz_pdfs=\"data/example/inputs/photoz_pdfs.hdf5\",\n", + " \n", + " # This is the output for this stage\n", + " cluster_shear_catalogs=f\"my_cluster_shear_catalog_{name}.hdf5\",\n", + " \n", + " # This contains all the options for this stage. You can override them here, as we do with the max_radius below.\n", + " config=\"examples/metadetect/config.yml\", \n", + " #redshift_cut_criterion = 'nz',\n", + " # Let's override one of the configuration parameters for this stage:\n", + " max_radius=10.0,\n", + " delta_sigma = delta_sigma,\n", + " redshift_weight_criterion = weight_criterion,\n", + " redshift_cut_criterion = cut_criterion,\n", + " use_shape_noise = shape,\n", + " )\n", + " step2.run()\n", + " step2.finalize()\n", + " final_name = f\"my_cluster_shear_catalog_{name}.hdf5\"\n", + " return final_name\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "bfdc1eb8-4617-4848-b40d-85a3fdd2d6be", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 221371\n", + "Collecting data for cluster 0\n", + "Found 3035 total galaxies in catalog for cluster 11\n", + "[ 8.57795374e+14 3.71745337e+14 1.32789098e+15 ... -4.65330606e+14\n", + " -1.25828866e+14 -4.40769673e+12]\n", + "Found 2765 total galaxies in catalog for cluster 827\n", + "[ 8.56142370e+14 -9.42738317e+14 1.32092850e+15 ... -6.99887821e+13\n", + " -3.98482756e+14 3.04006288e+14]\n", + "Found 2730 total galaxies in catalog for cluster 1985\n", + "[ 2.71510908e+14 -7.21286932e+14 -8.49625088e+13 ... 2.12518402e+14\n", + " -2.80574567e+14 -2.34073629e+14]\n", + "Found 2652 total galaxies in catalog for cluster 1632\n", + "[ 8.86305060e+14 -8.19634621e+14 7.89625557e+14 ... -2.88405112e+14\n", + " -4.13829396e+14 6.79810427e+14]\n", + "Found 1137 total galaxies in catalog for cluster 2453\n", + "[ 5.37435763e+14 -2.44775345e+15 -1.39518706e+15 ... 7.29421042e+14\n", + " 1.63199697e+14 3.56325347e+14]\n", + "Found 4221 total galaxies in catalog for cluster 2678\n", + "[ 3.18819907e+14 -2.32654018e+14 -1.09162785e+14 ... 9.12337650e+13\n", + " 3.34915536e+14 6.85344506e+14]\n", + "Found 1446 total galaxies in catalog for cluster 4643\n", + "[ 2.68890280e+14 1.20340153e+15 -1.05566579e+15 ... -3.51935815e+14\n", + " 1.10045020e+15 -9.99545056e+13]\n", + "Found 677 total galaxies in catalog for cluster 5084\n", + "[-1.03462467e+14 3.86242918e+15 -1.13484013e+15 4.83917451e+14\n", + " 3.46839483e+14 -2.12718738e+15 3.76630282e+14 5.71389075e+14\n", + " 3.20434717e+15 2.39438040e+15 -1.25346653e+15 -1.24333145e+15\n", + " -4.13274078e+15 2.54644526e+15 4.35648498e+14 5.68351082e+15\n", + " -3.99462689e+14 2.30066479e+15 1.17437740e+15 -1.33680000e+15\n", + " -3.30897160e+15 -1.19174401e+15 1.24148868e+15 2.36361082e+15\n", + " -1.57086411e+15 2.59396453e+14 2.47329222e+15 -2.45665453e+15\n", + " -6.22931216e+14 2.27034876e+14 1.81477469e+15 1.91713358e+14\n", + " 3.43342526e+14 5.13742183e+15 -2.02724149e+15 1.07494745e+15\n", + " -1.49762918e+15 2.49155448e+15 -6.83865421e+14 -2.24962712e+15\n", + " 1.74604453e+14 1.29339932e+15 -2.36924063e+15 3.83765125e+15\n", + " 1.46037021e+15 -1.36787140e+15 -5.06117698e+13 -1.88476206e+14\n", + " -1.88283772e+15 3.95011413e+15 4.09063461e+14 3.45312704e+15\n", + " -1.89103538e+15 -6.22075325e+15 -1.01029833e+14 4.45306490e+14\n", + " 3.23567496e+15 3.01938008e+15 -6.24345565e+14 7.07112246e+15\n", + " -2.66677987e+15 2.80130296e+15 2.54046769e+15 -2.41594220e+15\n", + " -2.74688097e+14 7.94165658e+14 3.40426477e+15 -1.29231587e+15\n", + " 8.72896588e+14 3.73590739e+15 -7.31718003e+14 -3.72212668e+13\n", + " 4.93048305e+15 5.21880830e+15 1.41763449e+15 5.48392381e+15\n", + " -3.39818222e+15 -1.94167708e+15 -5.31035788e+14 2.22585510e+15\n", + " 3.84084256e+13 2.84567900e+15 1.30991784e+13 -1.72227481e+15\n", + " -3.58427370e+14 -1.09809623e+15 -2.19418168e+14 -4.53899970e+15\n", + " -4.33683320e+15 -3.88871941e+15 -2.12073990e+14 -1.06340034e+15\n", + " -4.63894429e+15 -8.50033681e+14 3.52741569e+15 -1.19226696e+15\n", + " 9.80077120e+14 4.59198753e+15 -6.59163159e+14 2.03943206e+15\n", + " 1.58945683e+14 -8.64973434e+14 -1.21848917e+14 2.59340906e+15\n", + " -2.81608597e+15 3.02364305e+15 1.58589382e+15 -6.59382467e+14\n", + " 2.33953231e+14 -1.23736709e+15 -4.00352858e+15 -3.09904049e+14\n", + " -2.87814306e+15 -9.91388354e+13 3.99579667e+15 4.28657331e+15\n", + " 1.53172377e+15 9.71456962e+14 2.03359039e+15 -1.51829913e+15\n", + " -6.88125750e+15 -1.73372811e+15 1.81177387e+15 -1.76367999e+15\n", + " -3.13839135e+15 -1.20760047e+15 -3.01650968e+15 6.50944725e+14\n", + " 3.06504120e+14 -1.00464984e+15 -1.20942535e+15 -1.87077004e+15\n", + " -5.14114703e+14 2.19754053e+15 1.91293398e+15 1.12181086e+15\n", + " -1.14424853e+15 7.45046015e+15 -5.78956371e+14 -2.62653637e+15\n", + " -4.27027108e+15 -2.40183463e+15 1.25242922e+15 -1.16232818e+15\n", + " -1.80367379e+15 -7.24843402e+14 6.02643293e+14 -1.09640461e+14\n", + " 1.31908155e+15 1.66905169e+15 -1.67122868e+15 -2.08151214e+15\n", + " -1.76651380e+15 4.03316686e+15 2.42478476e+14 -2.62722483e+15\n", + " 2.74389633e+14 4.83061015e+15 -2.42068201e+13 -2.10447059e+15\n", + " -5.17301439e+15 4.32930361e+14 6.84225005e+14 -5.96152308e+14\n", + " 3.94616555e+14 -2.04062285e+15 2.86448067e+14 5.93788196e+14\n", + " 7.07963448e+13 -7.20003986e+14 4.88839283e+15 1.48476770e+15\n", + " 5.98437907e+14 5.70616647e+14 -8.11737487e+14 1.12159208e+15\n", + " 2.95775751e+15 -8.59938505e+14 8.22307748e+14 -6.33996241e+14\n", + " -2.19160674e+15 7.16330449e+15 2.35565401e+15 -2.07493065e+14\n", + " 5.98504828e+15 2.50111939e+15 1.96630149e+15 -4.37655403e+14\n", + " -7.18301640e+14 9.92550423e+14 -1.47889773e+15 -1.33492991e+15\n", + " -5.69308418e+15 -3.56267895e+15 -2.18391701e+15 6.65184436e+14\n", + " 6.64389198e+14 5.18175617e+13 -1.74681910e+15 1.61908915e+14\n", + " -3.41507994e+14 -4.16469427e+14 2.13989244e+15 4.00881565e+15\n", + " 1.93441264e+15 -2.54590486e+15 4.77297941e+14 7.34078225e+12\n", + " -1.28407443e+14 5.93815814e+15 -5.98423547e+15 -4.74391124e+14\n", + " -6.79413242e+15 1.45438058e+15 1.41077056e+15 2.84844698e+15\n", + " 2.37470996e+15 7.37878361e+14 -6.28794068e+14 7.40889950e+15\n", + " -1.21470935e+15 -6.01283604e+14 -5.50344013e+14 -6.79695138e+14\n", + " 7.41874973e+14 -6.54560387e+14 1.03326848e+15 -8.27374632e+15\n", + " -1.68351500e+15 -1.78248997e+15 6.83235730e+15 -2.68986429e+15\n", + " -1.64252344e+15 -2.11130212e+15 -9.14156859e+14 1.02240468e+15\n", + " -1.58485903e+15 3.38145056e+15 4.27956797e+14 -1.23635453e+15\n", + " 8.47857240e+14 5.21538169e+15 -4.32733831e+15 2.55562843e+15\n", + " 5.96377628e+14 2.97990745e+15 -2.77664799e+15 -1.61807972e+15\n", + " 2.81466277e+15 7.98510116e+14 -8.20037314e+14 2.13709632e+15\n", + " -3.58251833e+14 -4.69637764e+15 -8.26597063e+14 -3.26443777e+15\n", + " -3.15618513e+15 4.27537039e+13 -1.92705112e+14 -2.54876495e+14\n", + " -4.05740135e+15 -3.66986841e+15 7.80723399e+14 -5.55463483e+14\n", + " 2.87713779e+15 -4.31356533e+15 9.18334181e+13 2.00201875e+15\n", + " -1.91638941e+15 -6.68252660e+14 2.63706482e+14 -1.95651104e+15\n", + " 2.50637044e+15 -5.10940516e+13 -9.31030565e+14 6.51997584e+15\n", + " -2.41387235e+15 1.00906694e+15 -4.60621132e+14 -3.28304793e+14\n", + " 1.34603087e+15 8.92971400e+14 4.19494842e+15 -9.20914601e+14\n", + " -1.88595179e+15 -4.05016624e+14 -2.53678476e+15 -5.30146852e+15\n", + " -1.37593933e+15 -2.59593968e+13 1.77196494e+14 -3.56485645e+15\n", + " 8.05286651e+15 2.36052107e+15 3.50073270e+15 -5.84937041e+15\n", + " -8.01096742e+14 9.39104132e+14 -1.50170025e+15 2.81271349e+15\n", + " -1.73995321e+15 2.22255150e+15 1.46509422e+15 2.91416599e+15\n", + " 1.17674885e+14 5.16908406e+15 7.28291784e+14 4.49851961e+14\n", + " 1.82271758e+15 -6.60849533e+15 7.62938301e+14 -3.26558340e+15\n", + " -4.76972490e+14 -2.10899528e+15 -3.54024365e+15 -2.31707859e+15\n", + " -8.22803088e+14 -3.01913744e+15 3.02544314e+15 -2.86327002e+15\n", + " 1.88115958e+15 -2.36089903e+15 7.30855691e+14 3.95212503e+14\n", + " 1.68301213e+15 -3.91758695e+14 1.67533434e+15 7.10382408e+14\n", + " 7.71142204e+14 -1.10013430e+15 1.22452909e+15 -1.55162594e+15\n", + " -3.66641500e+15 1.85756958e+15 3.95071992e+15 -3.02890013e+15\n", + " -1.63042398e+14 -1.52051356e+15 1.82540023e+15 -2.45438420e+14\n", + " -1.18395000e+15 -1.17332282e+15 -1.22354871e+15 3.72951387e+15\n", + " 2.12861048e+15 -1.09399409e+15 2.15415725e+14 5.33181775e+14\n", + " -2.63057691e+15 -4.51477003e+15 1.84452661e+15 1.36719672e+15\n", + " -6.25072529e+15 -1.97831916e+14 -1.78166138e+14 4.85084507e+14\n", + " 1.65529538e+15 -1.73582318e+15 1.03261386e+15 1.89058113e+15\n", + " 3.06559323e+15 2.83716045e+15 -3.68658589e+14 -3.60017109e+15\n", + " 3.02208239e+15 3.87996449e+14 -4.98068734e+14 -9.87368401e+14\n", + " 7.40666932e+15 -2.80712556e+15 -2.31209306e+15 -2.26817203e+15\n", + " -1.55846433e+15 1.93598273e+14 -6.01473208e+14 -4.18906867e+15\n", + " -3.11356756e+15 7.44912841e+15 -2.31529669e+14 -4.97060688e+14\n", + " 1.23003681e+15 -1.69489308e+15 -6.87056466e+14 -1.81039067e+15\n", + " -2.21388568e+15 8.69882740e+14 -9.48089252e+14 6.03420305e+14\n", + " 7.99371755e+14 8.77228676e+14 3.85521611e+15 1.19838712e+14\n", + " -3.70124512e+15 -3.87484921e+15 -1.38499528e+14 4.46821951e+14\n", + " 6.05095411e+15 1.52683713e+15 -1.31115702e+14 1.56230210e+15\n", + " 3.30738785e+15 2.24664659e+15 -4.73652807e+14 3.57227225e+14\n", + " -1.64069313e+15 -1.31163300e+15 2.66596625e+15 8.91257056e+14\n", + " 2.54720881e+15 -4.30367628e+15 5.85472523e+14 -4.67910798e+15\n", + " -3.16584284e+15 -4.82206281e+15 1.78997361e+15 -9.06701611e+14\n", + " 4.47634132e+14 -3.28794449e+14 -1.78233715e+14 -1.08099387e+15\n", + " -9.59265767e+14 1.38414706e+15 -9.69610203e+14 -1.64237608e+15\n", + " -3.94027499e+15 2.14773080e+14 -4.05403057e+14 1.46719854e+15\n", + " 9.68228655e+14 1.18633471e+15 4.77473751e+14 7.78759526e+14\n", + " 2.39526217e+15 7.00199199e+14 2.13407986e+15 -2.08346233e+14\n", + " -1.97361809e+15 -1.64267761e+15 2.97242077e+13 3.13696517e+14\n", + " -3.87399717e+14 2.40883059e+15 1.03279441e+15 -3.39061919e+14\n", + " -2.34073538e+14 1.44588090e+14 -1.30273163e+14 2.86316253e+14\n", + " 2.82888405e+15 2.55774074e+15 -8.38490232e+15 6.25868020e+14\n", + " 8.45148278e+13 -5.18618078e+14 5.39438407e+15 7.69774868e+15\n", + " -2.58407477e+14 -1.12186258e+15 3.35814176e+14 1.52350098e+15\n", + " 1.03621294e+15 -6.67463363e+14 -4.44755130e+14 1.68960151e+14\n", + " -8.03322199e+14 5.29222058e+14 -1.84262529e+14 2.94847500e+15\n", + " 1.57452308e+15 1.44995227e+15 1.52826360e+15 -1.73068608e+15\n", + " -9.11951481e+14 -3.98597357e+15 -8.97289770e+14 -4.64234244e+14\n", + " -1.53745179e+15 5.46588764e+14 2.12078780e+15 1.61521607e+15\n", + " 2.21792035e+15 2.08132310e+15 6.46199528e+14 2.75385906e+15\n", + " -2.56672081e+15 7.78891186e+14 -1.88460056e+15 3.24672998e+14\n", + " 1.00255262e+15 7.03109088e+14 -6.92226446e+14 6.68817836e+14\n", + " -1.04972539e+15 -4.68976882e+14 1.51727242e+14 1.21382721e+15\n", + " -9.35479736e+14 -1.32806803e+14 -6.89123251e+13 1.65210192e+14\n", + " 8.60815603e+14 -1.06850678e+15 1.98192628e+15 -2.34686653e+15\n", + " 1.15908062e+15 5.64793181e+15 6.76999294e+14 -1.16884738e+15\n", + " -2.17865489e+15 1.76007584e+15 -1.48175275e+15 -2.13528765e+14\n", + " -2.57285663e+14 -9.11269990e+14 9.11579612e+14 -1.08389416e+15\n", + " -1.01382263e+15 -1.23671933e+15 7.11652628e+14 -3.33264691e+15\n", + " -1.28525867e+15 8.50271501e+14 3.05409694e+14 1.91045588e+15\n", + " 2.19238651e+15 -1.81231388e+15 -2.03879053e+15 -5.76363002e+14\n", + " 2.80723836e+14 -2.33849525e+15 -1.77754083e+15 4.13310896e+14\n", + " -1.30336163e+15 -6.12287807e+14 -1.35029266e+15 1.97770324e+15\n", + " -2.90668997e+14 -1.82255956e+15 6.98836906e+14 7.13452820e+14\n", + " 1.85638946e+15 -1.54520510e+15 4.07795648e+14 -1.74005959e+15\n", + " -9.58061997e+14 4.38039891e+14 -2.97246297e+14 -2.12340300e+14\n", + " 8.12348076e+14 -8.66095302e+14 -1.38449528e+15 5.02351563e+15\n", + " 4.96212282e+14 -1.50633966e+15 -5.25742844e+14 8.25998701e+14\n", + " 2.39688479e+15 -1.89302625e+15 1.85010554e+15 3.22001047e+15\n", + " -3.92970003e+14 1.15796741e+15 1.80066114e+15 8.54136756e+14\n", + " 9.77218992e+14 7.73446913e+14 -9.45325534e+14 -1.10176534e+15\n", + " 6.14208868e+14 -2.29397382e+15 -5.11416733e+15 -1.52643412e+15\n", + " 1.83951267e+15 -1.05430616e+15 -9.51920383e+14 2.84770395e+14\n", + " -3.03636158e+15 1.42952273e+15 1.72391555e+15 9.15324815e+14\n", + " -1.72362681e+15 5.67689428e+14 1.88753400e+15 2.66208814e+14\n", + " -9.97537277e+14 8.83817851e+14 6.24363045e+14 -2.02302026e+15\n", + " -3.02512745e+14 -8.38675541e+14 -1.04861970e+15 2.83515324e+14\n", + " 5.22725815e+15 3.85822145e+15 8.48691849e+13 -1.19674561e+15\n", + " 3.12949104e+15 1.53651484e+15 -2.47319168e+15 1.05030499e+14\n", + " 5.56888257e+14 1.24174877e+15 -3.44206673e+14 -5.60912880e+14\n", + " 1.40613132e+15 2.46477300e+13 3.61981161e+14 -1.50671267e+15\n", + " -3.27801548e+15 2.49087249e+15 -1.57490428e+15 9.63510396e+14\n", + " 4.89965233e+14 5.90052691e+14 6.84505044e+14 -9.35662160e+14\n", + " -1.11371608e+15 2.04429594e+15 3.63696776e+15 -2.04927635e+15\n", + " -3.07266744e+15 1.57689369e+15 -9.75362621e+14 9.35949781e+14\n", + " -2.35596802e+14 1.55174597e+15 1.12810137e+15 -7.88024990e+14\n", + " -6.72412665e+14 2.74047877e+14 -8.32440537e+14 9.78123481e+14\n", + " -1.17678908e+14 -3.94044865e+14 3.32283185e+14 1.95495862e+15\n", + " -7.90249284e+14 -5.21666119e+14 -6.90579866e+14 -1.05794864e+14\n", + " 1.86541392e+15 -3.29705998e+13 -3.06461271e+14 -6.23003172e+14\n", + " -4.40756543e+14 2.30998487e+14 1.68639199e+15 -5.20775107e+14\n", + " -5.82833758e+13 6.68958601e+14 -2.77634908e+15 1.57174105e+15\n", + " -1.13673912e+15 2.11867960e+15 -1.25017948e+15 3.14079033e+14\n", + " -1.98091395e+15 -5.71269775e+14 -9.95765806e+14 -7.09169240e+14\n", + " 1.48552513e+15 -6.85124127e+14 6.41672328e+14 -4.66821094e+14\n", + " 5.52295524e+12 1.29192901e+15 1.33678499e+15 -9.15755457e+14\n", + " -3.15805070e+14 1.63866706e+14 -1.64088952e+14 9.71116324e+14\n", + " -2.89484151e+14 -1.32849857e+15 -1.44660457e+15 1.03981661e+15\n", + " 1.16686230e+15]\n", + "Found 2384 total galaxies in catalog for cluster 4434\n", + "[ 7.92292580e+14 9.97523022e+14 -1.98444869e+14 ... 1.73661258e+13\n", + " 5.05779998e+14 -6.98695198e+14]\n", + "Found 2343 total galaxies in catalog for cluster 3939\n", + "[ 1.96179895e+15 -9.96102755e+14 1.79249239e+15 ... -6.30138022e+13\n", + " 2.78104560e+13 -3.69392369e+14]\n", + "Found 4589 total galaxies in catalog for cluster 6139\n", + "[-1.12947630e+15 4.54050021e+13 -4.74225208e+14 ... 5.60622681e+14\n", + " 1.45486747e+14 4.33860915e+14]\n", + "Found 1880 total galaxies in catalog for cluster 4709\n", + "[-9.92291435e+13 1.14392134e+14 9.39435151e+14 ... -1.38549880e+14\n", + " -6.18281088e+14 -6.56636351e+14]\n", + "Found 4123 total galaxies in catalog for cluster 7121\n", + "[ 8.11839062e+14 -6.25340750e+14 7.11074827e+14 ... -2.45365083e+14\n", + " -3.96867353e+14 5.96119425e+14]\n", + "Found 3492 total galaxies in catalog for cluster 8547\n", + "[ 7.23489550e+14 1.64220865e+15 -6.86511280e+14 ... -1.72713824e+14\n", + " -2.90455291e+14 4.78255183e+14]\n", + "Found 1273 total galaxies in catalog for cluster 8685\n", + "[ 7.36732275e+14 -9.50039475e+15 3.88458340e+14 ... 1.19257677e+15\n", + " -7.09553461e+14 9.97366385e+14]\n", + "Found 965 total galaxies in catalog for cluster 8995\n", + "[ 1.31121574e+15 2.10959052e+15 4.01162619e+14 -2.49452528e+15\n", + " -7.65314895e+14 4.37626885e+14 -2.21429582e+15 -6.06648290e+14\n", + " -7.79774032e+14 1.94393811e+15 -9.94495477e+14 -1.41155743e+15\n", + " 9.77075249e+14 -3.44922757e+15 -6.87991374e+14 -1.38939817e+15\n", + " -9.46796307e+14 -1.79574058e+15 1.45373094e+15 -1.35290973e+15\n", + " -2.17835499e+14 -2.41503265e+14 -6.78279015e+14 1.80959760e+15\n", + " -9.68898076e+14 3.12929106e+15 -7.13692210e+15 -1.31109055e+15\n", + " -5.61579275e+13 -9.92218028e+14 1.50486545e+15 2.59021871e+13\n", + " -2.18660376e+15 4.81746339e+14 7.08278934e+14 2.50605898e+14\n", + " -2.26738784e+15 1.36680165e+15 9.85745675e+14 -4.73514131e+14\n", + " 2.03730467e+15 1.80014462e+15 -2.17535316e+15 8.95663559e+14\n", + " 4.33585273e+14 -8.68483186e+14 4.15627926e+14 -2.32536278e+14\n", + " 1.94152741e+15 1.48316316e+15 1.29435778e+15 1.48040437e+15\n", + " -6.57179733e+14 -1.46661409e+15 -1.57310260e+14 1.25685563e+15\n", + " -1.12590281e+15 -8.12950280e+14 4.30570791e+14 -1.13777245e+15\n", + " 2.00823120e+15 1.17128728e+15 1.69082074e+15 9.83164566e+14\n", + " 2.35037269e+15 2.57439806e+15 3.32893450e+15 -4.73799636e+14\n", + " -4.18015839e+13 2.24845191e+15 1.46927380e+15 9.01360372e+14\n", + " 3.35019024e+15 5.86152666e+15 1.22901412e+15 -1.39070308e+15\n", + " -2.34891195e+15 -8.69064831e+14 1.87954949e+15 2.18957406e+15\n", + " -1.57202185e+15 -1.51970931e+15 8.82447403e+14 -1.49646311e+15\n", + " -1.84634986e+15 1.14874460e+15 -1.01683626e+14 -8.54637248e+14\n", + " -1.45761151e+15 4.13502907e+14 -1.19366626e+14 7.56113437e+14\n", + " -2.62124561e+15 -3.28843424e+14 -1.29732351e+15 -1.06872233e+15\n", + " -1.13437897e+15 1.20789252e+15 -1.18936441e+14 1.13380082e+15\n", + " -1.95669754e+12 8.87214990e+14 -4.97701401e+14 1.83924358e+15\n", + " -6.63863186e+14 1.45531921e+15 2.43924923e+14 -1.72361433e+15\n", + " 1.40489164e+15 -9.47718419e+14 2.94170975e+14 -3.25848244e+14\n", + " 3.10261092e+15 -2.80089722e+15 5.38512029e+14 7.81318787e+13\n", + " -8.77909016e+14 8.07354562e+14 9.77226756e+14 -2.85170161e+15\n", + " -3.17184338e+15 2.94257387e+14 1.65023305e+15 3.91074204e+15\n", + " -1.90108750e+15 2.24602161e+14 -1.16351787e+15 -3.69062783e+14\n", + " 3.66885960e+15 2.18632463e+15 -4.45911833e+15 7.88283874e+14\n", + " 2.22247511e+15 9.19078823e+14 -2.89222422e+14 -1.03229109e+15\n", + " 2.41427947e+15 -1.43393836e+15 3.72306494e+15 3.04350434e+15\n", + " 1.37876747e+14 -1.61428466e+15 2.66181445e+15 1.13635408e+15\n", + " -4.66833770e+14 -2.61973097e+14 1.10270781e+15 -1.98579565e+15\n", + " -4.45462843e+15 -1.16592308e+16 2.81894023e+15 9.84526175e+14\n", + " 2.21963834e+15 5.05231037e+14 5.15326740e+14 2.33345313e+14\n", + " -6.32444085e+14 -7.95410343e+14 4.24486064e+15 1.00812210e+15\n", + " -3.65727467e+15 6.05112346e+15 4.80926366e+15 2.38367209e+15\n", + " -1.89364154e+14 1.42066311e+15 -8.56057077e+14 -2.21210871e+15\n", + " 6.56132319e+15 -3.41569055e+15 -1.19361858e+15 -2.29007501e+15\n", + " -5.33674683e+14 -2.63954843e+15 -1.68285868e+15 -8.50340028e+13\n", + " 3.36785457e+15 1.93069987e+15 -2.78565085e+14 -1.02362851e+15\n", + " 1.64072080e+15 -2.42637062e+15 3.65613457e+15 -3.72982076e+14\n", + " 2.39872499e+14 1.43815092e+15 -1.29882978e+15 -9.52117925e+13\n", + 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1.15454813e+15 1.95191270e+15 -9.73390455e+14\n", + " -3.84140787e+14 -8.98147925e+14 4.21452642e+14 8.26435468e+13\n", + " 4.34255567e+14 6.53766953e+14 7.52910042e+14 -1.58571322e+15\n", + " 9.61111266e+14 -4.22807009e+15 -3.23889179e+15 1.17870757e+15\n", + " 8.15284766e+13 1.75246960e+15 -3.11057696e+15 3.29856536e+14\n", + " -7.97483385e+14 -2.80537180e+15 -6.66100508e+14 -6.98210472e+14\n", + " -1.85120633e+15 -7.84589812e+14 6.20117591e+14 1.99010100e+15\n", + " -2.40905345e+15 -1.51152437e+14 -6.79310121e+14 8.58758446e+13\n", + " 9.07155584e+14 1.85465548e+15 -2.53358747e+13 2.19548403e+14\n", + " 2.89893854e+15 -1.27971213e+15 -4.31311494e+14 -1.56341879e+15\n", + " 5.90466432e+14 1.05925943e+15 -8.77648093e+14 1.67775892e+15\n", + " -2.68067542e+15 1.33340624e+15 2.15177555e+14 -6.46323520e+14\n", + " 3.52524690e+15 1.03542569e+14 2.92102989e+13 3.68912295e+15\n", + " -4.06252317e+13 -1.29311158e+15 -1.41382860e+15 2.02575697e+14\n", + " -1.41364001e+15 -5.59445539e+14 -3.89893291e+14 8.73496975e+14\n", + " -9.89337830e+14 5.99333444e+12 -1.46964324e+15 1.61689249e+15\n", + " -1.28357675e+15 -3.48881503e+15 -3.98845148e+15 -5.03690636e+14\n", + " 6.14457786e+14 -1.40990411e+15 -9.10009139e+14 -5.92443312e+14\n", + " 2.01355294e+14 1.12583303e+15 -2.45289021e+15 3.56890229e+15\n", + " 5.46063484e+14 -1.14585943e+15 4.78793435e+14 1.85849461e+15\n", + " 1.26070982e+14 -3.06548696e+14 1.14334230e+15 1.93500845e+14\n", + " -9.67508250e+14 -7.34603519e+14 1.28204668e+14 -1.84394021e+15\n", + " -2.12281805e+15 -3.18909287e+15 -1.48433900e+15 1.69374426e+15\n", + " -2.40494787e+15 -2.16994528e+15 1.34747278e+15 3.51809317e+15\n", + " 5.45029562e+14 1.18300161e+15 1.53135934e+14 -1.43419216e+15\n", + " -4.20571801e+14 -1.16079343e+15 9.29536713e+14 1.08414043e+15\n", + " -1.19701746e+15 9.38462125e+14 9.67908615e+14 1.63994463e+15\n", + " 9.46357349e+14 3.25224373e+13 1.24302582e+15 7.22793581e+14\n", + " -2.93525465e+15 -1.51572311e+15 -3.87590885e+14 7.85625632e+14\n", + " -1.00967110e+15 3.96273294e+14 1.27758295e+15 -7.23167929e+14\n", + " -4.97010735e+14 1.40564027e+15 -3.49369387e+15 3.95400342e+15\n", + " 2.00539945e+15 3.25516317e+15 -1.59116250e+14 -2.72566305e+15\n", + " 7.41744489e+14 9.01209211e+14 6.89885311e+14 3.71693039e+15\n", + " -1.82566610e+15 6.39471350e+15 -1.99116691e+14 8.18734686e+14\n", + " 1.32349186e+15 2.30503239e+13 -3.23107401e+15 -2.18757287e+15\n", + " 2.13656836e+15 -2.21555943e+14 1.08972680e+15 1.72560326e+15\n", + " 2.61100242e+15 -2.10914610e+14 -1.03009468e+15 -1.32286252e+15\n", + " 8.01725357e+14 1.56823643e+15 3.52093827e+15 7.69443937e+14\n", + " 5.96398005e+14 8.64508441e+14 -2.05495306e+15 1.43109745e+15\n", + " -6.30875489e+12 7.62946235e+13 -6.56571831e+14 -8.40804068e+14\n", + " -3.76174342e+15 2.59392890e+14 -3.20263339e+15 -3.34232777e+14\n", + " 5.23744990e+14 -2.59188191e+14 2.38678529e+14 2.27655159e+15\n", + " -3.19180607e+15 1.69289290e+15 -4.03654774e+15 5.72824567e+14\n", + " -1.47515742e+15 5.61797830e+14 3.39307152e+14 1.81043424e+13\n", + " -7.75317726e+14 -1.75315039e+15 2.48429871e+15 3.67469721e+15\n", + " 3.78161039e+14 -4.77258704e+14 -1.81486638e+15 1.71945615e+15\n", + " 1.35487401e+15 1.81697175e+15 2.79451206e+14 4.01373473e+14\n", + " 2.69049921e+15 -3.56927009e+14 7.97237348e+14 2.58689648e+14\n", + " 4.92191405e+14 -1.38516444e+15 1.93936504e+15 3.38780774e+15\n", + " 1.18545079e+15 2.59783535e+15 3.83257587e+14 2.50068631e+14\n", + " -2.22479759e+15 5.96240261e+14 -1.14154226e+15 -2.35805418e+15\n", + " 2.05508829e+14 -6.40970663e+13 6.51550231e+14 -1.11685775e+15\n", + " -4.40362766e+14 -1.68859037e+15 -1.22851016e+15 1.25850107e+15\n", + " 2.06890225e+14 -1.54934513e+15 -7.75450936e+14 -2.64954388e+15\n", + " -1.55092560e+15 2.27291523e+15 -1.33846236e+15 4.68900535e+15\n", + " -1.95557856e+14 2.90863309e+15 -2.36045279e+14 2.38443933e+14\n", + " 2.63906803e+14 -1.31259935e+15 -1.74280867e+14 -5.40022740e+14\n", + " 1.55334500e+15 1.33803354e+14 -1.89719653e+15 6.37033002e+14\n", + " -9.06134208e+14 -2.85392797e+14 5.80226480e+14 1.09120929e+15\n", + " 8.76865163e+14 2.22150804e+15 -1.27414825e+15 -1.90860581e+15\n", + " 1.41645294e+14 -1.59953637e+15 2.06103784e+15 1.04911246e+15\n", + " 6.32112669e+14 3.49845851e+14 1.11749275e+15 1.23429931e+14\n", + " -8.45240609e+14 -4.34014355e+14 -1.15321762e+15 1.32483823e+15\n", + " 1.83397320e+14 -4.04555108e+14 6.39754530e+14 3.04110153e+15\n", + " -1.56119475e+15 7.96528786e+14 -1.65175448e+14 -1.40567614e+15\n", + " -1.95143630e+14 -1.04872346e+15 -5.30961921e+14 -2.87961333e+15\n", + " 2.98367809e+14 -1.20829194e+15 -1.31852268e+15 7.96284849e+13\n", + " -4.12411935e+15 -4.85222850e+14 4.28462347e+14 -1.87490977e+15\n", + " 2.51045897e+14 1.28244871e+15 -1.80956529e+15 -2.12557144e+15\n", + " 4.17575893e+14 -4.95504986e+14 -1.24786699e+15 8.52945668e+14\n", + " 5.18783036e+14 -2.51714128e+15 1.42653683e+15 -3.96190460e+15\n", + " 3.02924694e+14 1.99667878e+15 -5.24053456e+14 -2.07021665e+15\n", + " -4.60071615e+14 6.46326354e+14 -1.64344789e+15 -9.13685004e+14\n", + " -1.15377857e+15 -6.70754121e+14 1.49173007e+14 -6.19821794e+13\n", + " 1.47483768e+15 -4.88977125e+14 9.79907266e+13 -2.05644208e+14\n", + " -8.82105836e+14 2.07310131e+14 1.41555986e+15 8.86938055e+14\n", + " 6.45560868e+14 4.94210145e+15 1.48977181e+15 -1.36421404e+15\n", + " 5.69280383e+14 -1.28260517e+14 1.41414982e+15 5.20930342e+13\n", + " -4.70677982e+14 8.51738925e+14 2.91596424e+15 6.22796434e+14\n", + " 1.41976535e+15 -7.12559718e+14 1.12753914e+15 -1.30186371e+15\n", + " -3.39949953e+14 4.69159183e+14 1.92776867e+15 1.80204078e+15\n", + " -3.10134119e+14 1.18939652e+15 1.32687008e+15 -2.29520310e+14\n", + " 7.80259974e+14 1.73813180e+15 1.86224882e+15 -6.97328611e+15\n", + " -1.94016480e+14 -5.03652017e+14 -2.48704801e+15 4.49696873e+14\n", + " 1.66892952e+13 -1.61078381e+15 1.32469499e+15 -1.27657487e+15\n", + " -5.09878642e+14 9.34808798e+14 1.74861846e+15 -4.35369540e+14\n", + " -1.30304175e+15 6.57753970e+14 -7.80551338e+14 -3.09311202e+14\n", + " 6.46709772e+14 9.67161772e+13 3.49888986e+14 -2.36274420e+15\n", + " 1.30853897e+15 -4.27904767e+14 -7.27187231e+14 -1.01059694e+15\n", + " -7.29486018e+14 -1.34083585e+14 -9.76939907e+13 -4.58755979e+14\n", + " -3.28120243e+14 -9.12114063e+14 8.76589360e+13 -1.56526935e+13\n", + " -2.57187999e+14 5.23741813e+14 5.52404429e+14 -3.39461804e+14\n", + " 1.70087602e+14 -1.75707619e+14 8.22112375e+14 1.57004911e+15\n", + " -6.62206019e+14 2.19651607e+15 7.39441528e+14 -6.57524682e+14\n", + " -4.20813918e+15 -2.58186831e+15 -9.36442529e+14 -1.28586797e+15\n", + " 1.28179648e+14]\n", + "Found 3825 total galaxies in catalog for cluster 7698\n", + "[ 6.67902553e+14 -3.73573567e+14 8.30022763e+13 ... 6.77247135e+14\n", + " -4.03065776e+14 6.91745816e+14]\n", + "Found 6639 total galaxies in catalog for cluster 10999\n", + "[-3.04882630e+15 -1.87920626e+15 5.31469181e+14 ... 4.20114602e+14\n", + " 3.17297914e+14 4.97604958e+14]\n", + "Found 825 total galaxies in catalog for cluster 9029\n", + "[ 1.26530055e+15 -8.92596736e+14 -1.41124939e+14 2.65120056e+14\n", + " 1.30918130e+15 6.95016046e+14 8.96769099e+13 1.74361077e+14\n", + " -2.34274517e+15 5.95637661e+13 -1.34782005e+14 5.37192939e+14\n", + " -4.45808269e+14 3.31081424e+15 4.50956218e+14 1.27932718e+14\n", + " -1.64605473e+14 1.79790207e+14 4.48394699e+14 2.32459938e+15\n", + " -5.85527545e+14 2.16567566e+15 -1.06642216e+15 -1.27072253e+15\n", + " -5.94658882e+15 8.39459991e+14 1.53788623e+15 -1.79921032e+15\n", + " 1.58551820e+15 -5.81482815e+14 -6.75711248e+14 -5.42157273e+14\n", + " 1.27756259e+15 -5.35092315e+15 5.38032970e+15 -1.09805497e+14\n", + " -5.94192662e+12 1.42258663e+15 9.30048918e+14 5.91570035e+14\n", + " 5.92649359e+14 -3.51281306e+14 5.54790647e+14 -8.92918948e+14\n", + " 3.86465281e+13 1.68587298e+15 6.70953588e+14 -8.89970717e+14\n", + " 3.83414749e+14 -7.98752606e+14 3.49708878e+14 -4.95866596e+14\n", + " -6.99285951e+14 -4.20342382e+13 -3.91328379e+14 -4.28731103e+14\n", + " 5.58119514e+13 2.41642273e+15 1.77628390e+15 -4.12855259e+14\n", + " 7.60255805e+14 1.83706911e+15 -1.17509334e+15 -8.91649267e+14\n", + " 1.89514342e+15 6.81136689e+13 -3.24910445e+14 -1.10852557e+15\n", + " 1.85114960e+14 -1.45209180e+15 -1.70528223e+14 4.99075109e+14\n", + " 5.69177081e+13 -1.32180424e+14 4.36501126e+15 3.08940370e+14\n", + " -1.38203733e+14 3.11073121e+14 -1.48337757e+15 1.92323602e+15\n", + " 6.59253045e+14 -5.30234045e+14 1.28070898e+15 -5.77407324e+14\n", + " 1.50693860e+15 -8.46261866e+13 7.86919013e+14 -5.81753164e+14\n", + " 4.91854551e+14 1.97305609e+15 -1.90187935e+15 2.50914438e+15\n", + " -9.89587830e+14 -8.07355804e+14 1.46868429e+15 7.31794523e+14\n", + " 2.94384709e+14 -9.84619603e+14 -2.29468147e+15 2.16828966e+15\n", + " -1.47787598e+15 -6.97885150e+14 5.95593049e+14 -5.89991368e+14\n", + " -1.80564525e+15 1.43370099e+15 -6.75526874e+14 -1.68973497e+15\n", 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-8.87117028e+14\n", + " -5.73175265e+14 -1.54512333e+15 3.22707050e+15 2.06282659e+14\n", + " 6.20894178e+14 -7.26815848e+14 2.15589310e+14 2.12385356e+15\n", + " -3.09222083e+14 1.76297092e+15 5.10730766e+14 4.84475550e+14\n", + " 1.75806029e+15 8.96402229e+14 1.54489328e+15 8.13390861e+12\n", + " -2.05317243e+15 -3.19324320e+15 7.59798928e+12 6.76358249e+14\n", + " -2.34135547e+15 -6.80303727e+15 9.12436510e+13 8.41997713e+14\n", + " 1.79758929e+15 -4.56175914e+14 1.47462455e+15 -4.70508026e+14\n", + " 8.21292311e+14 -1.19258889e+15 3.63046931e+14 5.69335201e+14\n", + " -1.55856913e+14 -7.29183040e+14 1.21811082e+14 -2.66168951e+13\n", + " 8.36777532e+13 -3.14304026e+14 6.63619800e+15 6.03751320e+14\n", + " -1.48450260e+15 4.28596315e+14 7.16615676e+14 1.32312837e+15\n", + " 1.29545514e+15 -1.26495850e+15 2.85015776e+15 -1.55710470e+14\n", + " 6.57810839e+14 -2.81620497e+15 7.83255686e+14 -5.74441484e+14\n", + " -1.11006460e+15 2.98492399e+15 -1.52398854e+15 -9.94125681e+14\n", + " -1.81141437e+15 1.82469777e+15 1.20721833e+15 3.77985076e+14\n", + " 3.18079107e+13 -1.43380928e+15 8.77043797e+14 1.75872693e+15\n", + " 6.31162800e+14 -1.02010456e+15 1.84248610e+15 1.70985028e+15\n", + " -2.71370584e+14 -2.68234569e+15 -1.99835002e+15 5.49440025e+14\n", + " -1.22358386e+15 -2.18767896e+15 7.58950082e+14 -5.40013184e+14\n", + " -1.55138405e+13 1.40361687e+13 -2.15987844e+15 7.97168060e+14\n", + " -2.40684487e+15 1.20443121e+15 -7.16221373e+14 -4.69448222e+14\n", + " 1.42478584e+15 8.47373878e+14 -2.53546846e+14 -1.65139916e+14\n", + " -1.14273191e+15 -2.41341571e+14 8.66485695e+14 -1.22506088e+14\n", + " 6.01055711e+14 -3.09644781e+15 4.25908621e+12 1.19313034e+15\n", + " 4.84172163e+14 -1.22506347e+14 -1.90273176e+15 -1.97731930e+14\n", + " 2.63075359e+14 9.01091149e+14 1.19082891e+15 -1.57823603e+15\n", + " -9.51779351e+14 2.31095443e+15 -6.29016402e+14 -1.88696505e+15\n", + " 4.20568751e+14 3.73872401e+14 -1.63973368e+14 1.87944643e+15\n", + " -3.16332054e+15 -4.83824693e+14 -9.21030508e+14 -1.50504597e+15\n", + " 5.17450021e+14 -4.89729065e+14 -4.52515244e+15 5.81550412e+14\n", + " 2.08440551e+15 -1.00402463e+15 -9.51683671e+14 -1.54349436e+14\n", + " -1.29641717e+15 8.99946640e+14 -1.33249960e+15 -3.96028056e+14\n", + " -1.58761097e+15 2.83733729e+15 4.28690274e+14 -4.19431306e+15\n", + " -3.13719180e+14 -3.75830197e+14 -5.45648574e+14 -7.33865951e+14\n", + " 4.24562447e+14 -5.63033651e+13 3.48867393e+14 -5.05339106e+14\n", + " 1.23732170e+15 6.34581016e+12 1.55971556e+15 -1.39350969e+15\n", + " 1.11390762e+15 -5.83519041e+14 2.29987265e+14 8.21253455e+14\n", + " 1.39415100e+15 9.05478768e+13 -1.82863459e+15 -1.03523546e+14\n", + " -2.74542663e+15 1.04853367e+15 -2.95877281e+14 5.89639524e+14\n", + " 1.10284692e+15 1.31629223e+15 -4.32708059e+13 2.15449981e+15\n", + " -1.81251154e+15 -2.52280490e+14 1.03248574e+15 -7.83925233e+14\n", + " -1.68670314e+15 4.24755101e+14 9.89918240e+14 3.08697486e+15\n", + " 1.33855181e+15 -7.08242198e+14 -2.28278479e+14 -6.21470223e+14\n", + " 4.13681784e+14 5.91523489e+14 2.09465587e+14 7.74942908e+14\n", + " -8.40590658e+14 -2.51600860e+14 -6.76521077e+14 -1.40665046e+15\n", + " -1.06697130e+15 -4.26009311e+14 -1.80513069e+15 -9.99661210e+13\n", + " -9.27587113e+14 9.78478182e+13 -1.28522463e+15 1.40370492e+15\n", + " -2.96427657e+15 2.03904360e+14 5.10258058e+14 -2.99471097e+13\n", + " 1.16527041e+15 -4.59864752e+14 -8.49477423e+13 -1.63082198e+14\n", + " 6.28059770e+14 -1.57081200e+15 -3.52800339e+14 -1.15701404e+14\n", + " 1.63578073e+15 -5.34366592e+14 -6.68949544e+14 -1.54169897e+15\n", + " 2.45162881e+14 1.17784195e+15 -3.20928455e+14 -1.31330056e+15\n", + " 9.23923629e+14 8.35157280e+14 4.95334568e+14 -2.64334707e+14\n", + " 2.32495273e+14 -1.12322744e+15 -5.94715206e+14 4.43777451e+14\n", + " 1.43015992e+15 2.78111034e+14 -8.73633081e+14 2.78297939e+15\n", + " -6.93573060e+14 9.74425676e+14 5.70089215e+13 5.93850035e+14\n", + " 7.00042579e+14 -2.06601353e+14 1.29880874e+15 -1.48218448e+15\n", + " 4.82415421e+14 1.47111029e+15 3.08270243e+14 -8.46826176e+14\n", + " -2.33803501e+14 -1.76853888e+15 4.21562470e+14 -1.07786150e+15\n", + " 2.08527549e+15 2.07982425e+14 -1.23790296e+15 5.14408742e+14\n", + " -6.37870409e+14 -9.86809588e+14 -4.93986723e+14 -1.87019316e+15\n", + " -1.20291211e+15 2.63896104e+13 2.31772222e+14 -1.29013164e+15\n", + " -6.81538081e+13 5.51020157e+14 1.42593871e+15 -1.48285233e+15\n", + " -6.52242275e+14 6.23675723e+14 1.09411312e+15 1.50456216e+15\n", + " 1.23740445e+15 5.46678138e+14 2.83334966e+14 1.06624965e+15\n", + " -4.62483488e+14]\n", + "Found 1450 total galaxies in catalog for cluster 9429\n", + "[-3.83640492e+14 6.93246485e+14 -1.50301423e+15 ... -4.66608608e+14\n", + " -5.77491955e+14 1.57778734e+14]\n", + "Found 2711 total galaxies in catalog for cluster 10146\n", + "[ 1.27023072e+15 2.18264835e+15 -2.52890507e+14 ... 4.19949175e+14\n", + " -5.02619316e+14 -7.12084404e+14]\n", + "Found 3569 total galaxies in catalog for cluster 14476\n", + "[ 7.02195318e+14 1.43742835e+14 7.25663883e+14 ... -7.12366763e+14\n", + " 1.56894282e+14 -4.55715613e+14]\n", + "Found 434 total galaxies in catalog for cluster 8395\n", + "[ 2.78579734e+15 2.77326959e+14 8.92210414e+14 6.53208708e+15\n", + " 7.46806680e+14 -1.25957222e+15 -2.22409947e+15 -1.52181729e+15\n", + " 2.19071219e+15 7.70448553e+15 3.44767685e+14 -2.47808503e+15\n", + " -4.73259694e+14 2.85409854e+15 2.50041473e+15 -3.95351452e+14\n", + " -2.72336000e+14 6.18663845e+14 1.34458245e+15 -3.10507502e+15\n", + " -1.47989350e+15 6.73208127e+14 3.72769531e+15 1.21000845e+15\n", + " 3.27326983e+15 2.18698143e+15 1.33156153e+15 -2.50422929e+15\n", + " -1.06140106e+15 -3.48738701e+15 -1.27829133e+14 -7.34720975e+14\n", + " 1.71034957e+15 -4.41961728e+13 2.69518698e+15 3.04245543e+15\n", + " -2.27666639e+15 6.57275715e+15 -4.60881869e+13 1.70315587e+15\n", + " -4.89987742e+15 5.06692623e+14 -1.25862631e+15 -1.87875915e+15\n", + " 8.79051701e+15 3.11755663e+15 1.19155843e+15 2.99818296e+15\n", + " 2.29436846e+15 -7.06880036e+13 -3.24052812e+15 7.37062610e+14\n", + " -5.73864038e+14 -3.28769078e+15 -7.75310396e+14 3.73136866e+14\n", + " 5.23579637e+14 -6.27830628e+14 -5.43661744e+15 -1.97181136e+15\n", + " 1.04913271e+15 7.67193890e+14 -5.60949131e+14 -1.70991084e+15\n", + " -5.06700981e+15 2.48709045e+15 1.93888691e+15 -4.83712843e+15\n", + " 5.05289845e+15 -3.30138782e+15 -1.70285130e+15 -2.37102553e+15\n", + " -3.80337210e+15 -2.71819979e+15 -5.71540955e+14 -2.79561908e+15\n", + " -7.40362725e+15 -7.16940494e+15 -6.46956225e+15 6.18363190e+14\n", + " -7.61263088e+15 3.24589290e+15 -4.83527924e+15 3.48357888e+15\n", + " 4.74495731e+15 4.29147347e+15 3.29995645e+15 1.96720696e+14\n", + " -1.74750014e+15 2.01179431e+15 2.26391532e+15 -4.95722075e+15\n", + " 3.86525385e+15 3.98367835e+15 3.97031306e+15 -6.43303658e+15\n", + " -3.46786009e+14 1.02855411e+15 -5.23427089e+14 1.67085540e+15\n", + " 4.53832747e+14 6.96911226e+14 9.24623304e+14 7.97711476e+14\n", + " 1.68753532e+15 -1.37340236e+13 1.47581304e+15 -2.84856531e+15\n", + " -2.42276630e+15 -1.23738209e+15 -3.41284579e+14 7.50745311e+13\n", + " 6.78928888e+14 -9.86520895e+14 7.24329187e+14 -1.13182721e+15\n", + " -2.13059982e+15 -6.12921179e+14 -6.61413760e+14 6.08621512e+15\n", + " -4.23333785e+15 -8.65747921e+14 -2.71290301e+15 8.67266615e+14\n", + " -9.06116153e+14 -2.22952948e+15 5.70740678e+14 -9.11689520e+14\n", + " -1.14921112e+15 2.03414605e+15 8.57011846e+13 1.22288929e+13\n", + " -1.12622043e+15 -7.31065321e+14 -2.27859170e+15 -1.96923505e+15\n", + " -1.02223135e+14 2.41125322e+15 3.88353708e+15 1.43288861e+15\n", + " 2.36369763e+15 1.85219692e+15 -9.47281887e+14 -4.02022827e+15\n", + " -1.03364647e+15 -1.61253079e+15 -2.01485357e+15 3.71348002e+14\n", + " -2.68532160e+15 1.35628570e+15 -2.44929178e+14 1.80396588e+15\n", + " -6.12046984e+14 -1.15462066e+14 2.17760987e+15 1.19792455e+15\n", + " -1.02504853e+15 -2.31039999e+15 -1.73466371e+15 -5.06505602e+14\n", + " 7.61648477e+13 -1.02709427e+15 3.06898889e+15 -2.86644900e+14\n", + " 4.56449957e+15 -2.36182777e+15 4.49370443e+15 3.01455708e+15\n", + " -2.16697892e+15 1.25081518e+14 7.76422926e+14 -8.83942476e+13\n", + " 3.15916480e+15 1.80706434e+15 3.22002408e+15 -3.94526100e+15\n", + " -5.54773188e+15 7.83657965e+13 -5.94017750e+14 1.00582945e+15\n", + " -6.10124607e+14 -6.79980759e+14 1.27206390e+15 -7.33859118e+13\n", + " 3.83320287e+15 1.50491640e+15 1.19191600e+15 -1.64707395e+15\n", + " 6.71766275e+14 -1.38615172e+15 -2.47613820e+15 1.52624818e+15\n", + " -1.51881009e+15 1.20680930e+15 -6.94535622e+14 -7.53774077e+14\n", + " 1.76228346e+15 5.86351019e+15 -4.75910172e+14 1.56527385e+15\n", + " 3.87829901e+15 1.33755826e+14 3.27968059e+15 2.81046444e+14\n", + " -5.44715551e+14 1.52210907e+13 -3.02319977e+13 -4.83787135e+15\n", + " 2.17629549e+15 2.02720170e+15 -1.06262796e+15 -2.39936430e+15\n", + " -5.11845254e+14 -1.06438151e+15 7.36874651e+15 -4.16111771e+14\n", + " 5.39563239e+15 -5.81078344e+15 3.67675009e+14 -1.39111295e+16\n", + " -6.43861056e+15 6.13571901e+14 -4.11116211e+15 -3.38999196e+14\n", + " 2.81708107e+15 -1.12535227e+15 -4.89983037e+14 6.53740280e+14\n", + " 2.28154254e+14 1.56301393e+15 -2.37325099e+15 4.76928923e+14\n", + " -2.75796403e+15 4.15135903e+15 1.90491333e+15 -1.05043002e+15\n", + " 2.42154964e+14 -2.75798530e+15 -4.70099415e+14 -4.63632156e+14\n", + " -2.19779726e+14 2.71269231e+14 4.66019558e+15 6.25527724e+14\n", + " 1.62937253e+14 -2.98806002e+15 -3.54152825e+14 2.46269045e+15\n", + " 2.99013651e+14 4.62653170e+15 -1.61918144e+15 8.15648320e+13\n", + " -1.86297511e+13 -1.65776554e+15 4.21677633e+15 -9.45612851e+14\n", + " 5.87570978e+14 1.76551732e+15 -1.11148104e+15 2.87640113e+15\n", + " 3.85543392e+15 7.05322653e+14 2.44293733e+15 3.51165571e+14\n", + " 1.37695385e+15 -1.35233513e+15 1.24702378e+15 -3.14385608e+15\n", + " -1.44473688e+15 -9.53271054e+14 -4.89302270e+15 4.05737416e+15\n", + " -4.00056995e+14 -7.10031949e+14 3.35603805e+14 -5.77632864e+14\n", + " 3.13192357e+14 1.44035429e+15 4.12612008e+15 -3.44131999e+13\n", + " -1.69227911e+15 -4.92723946e+14 1.02811244e+16 1.65775335e+15\n", + " 3.25822354e+15 1.57432694e+14 9.80737512e+14 1.98215300e+15\n", + " 3.64124660e+15 1.39896988e+15 -3.35559727e+14 1.60656723e+15\n", + " -1.64389868e+15 -2.68513525e+15 -8.94604857e+14 6.03229088e+14\n", + " -1.72462097e+15 -1.54731591e+15 -5.42648269e+14 2.40469898e+15\n", + " 2.22842691e+15 -6.01909396e+15 -8.82285782e+14 -1.70185509e+15\n", + " 3.29377026e+15 1.95904400e+15 -9.31011805e+13 7.13561637e+13\n", + " 1.32157306e+15 -5.11115176e+14 -4.12184187e+15 5.23163047e+14\n", + " -1.43031111e+15 -3.38831894e+15 1.75887056e+15 1.86834666e+15\n", + " -3.47401951e+15 4.17968460e+14 -1.82888553e+15 1.54477502e+15\n", + " -3.70726235e+15 1.65166976e+14 5.29335113e+14 -1.26191448e+15\n", + " -4.21121758e+14 2.74860300e+15 1.48145218e+15 -2.61847980e+15\n", + " 2.59157360e+14 -1.25471359e+15 -1.39697724e+15 2.90565590e+15\n", + " 1.48264334e+15 -1.10854354e+15 8.60046552e+14 1.09625304e+15\n", + " 1.89530573e+15 2.45468933e+15 6.97381853e+15 -4.20106614e+15\n", + " 2.23357214e+15 -1.05482604e+15 1.35976455e+15 1.34398010e+15\n", + " 5.09027267e+14 5.54306391e+14 -1.36940242e+15 2.06752385e+15\n", + " 2.11172627e+15 -3.37207565e+14 1.83501272e+15 1.45608061e+15\n", + " -5.44376339e+15 1.11782585e+15 4.25193726e+15 2.17871123e+15\n", + " -7.16282796e+14 4.50811360e+15 -9.95857608e+14 -5.04606556e+14\n", + " -2.75593874e+15 -5.90283352e+14 -1.48310269e+14 3.96646355e+14\n", + " 4.04843940e+15 -2.00702162e+14 2.93245067e+15 8.48504061e+14\n", + " -1.81800171e+15 1.20587525e+15 2.37859460e+15 -1.72844868e+15\n", + " -2.98834772e+15 2.31107196e+15 -1.33465767e+15 -1.14553445e+15\n", + " 1.55479671e+15 -4.08739560e+15 -2.15237351e+15 4.57035646e+14\n", + " 2.37207028e+15 -2.06199999e+15 2.22936928e+15 -2.53561212e+12\n", + " -2.29090886e+15 -6.28287164e+15 -2.62269343e+15 -2.25362281e+15\n", + " 1.25253989e+15 -9.75760476e+14 -3.15582480e+15 -2.01483496e+15\n", + " -5.88650795e+14 4.52729858e+14 1.98449148e+15 2.12229860e+15\n", + " 1.50658099e+15 -6.91965499e+14 -1.72390814e+15 -2.29011706e+15\n", + " -6.07086415e+14 -2.28159210e+15 2.82353473e+15 -1.03947521e+14\n", + " -9.92955435e+14 -3.37189107e+14 2.39370414e+15 -1.52853452e+15\n", + " 9.70145288e+14 1.09131173e+15 -4.68287951e+15 -2.04832312e+15\n", + " -8.89707076e+14 -1.05409288e+15 2.97541054e+14 -3.61776422e+15\n", + " 8.72732604e+14 -1.19417576e+15 -5.03880891e+13 7.14280868e+13\n", + " 4.38653023e+14 -2.25921161e+14 -4.23062096e+14 -3.24215057e+14\n", + " 8.44600777e+14 -4.45022091e+14 1.19000265e+15 2.18709597e+14\n", + " 2.75364504e+14 -9.62194992e+14 2.30724874e+14 1.77072981e+14\n", + " 1.39671386e+15 4.82502969e+13]\n", + "Found 4520 total galaxies in catalog for cluster 16657\n", + "[ 2.25762990e+15 -4.48560630e+14 1.31595740e+15 ... -5.78938470e+14\n", + " -5.52759881e+14 2.82243167e+14]\n", + "Found 3419 total galaxies in catalog for cluster 13039\n", + "[ 6.08493284e+14 -2.61297067e+14 1.62891692e+13 ... 8.47979399e+14\n", + " -5.04465216e+14 5.49733200e+14]\n", + "Found 3478 total galaxies in catalog for cluster 15382\n", + "[ 4.36262098e+14 5.20447584e+14 -4.65032527e+14 ... 2.02600688e+13\n", + " 1.95196506e+14 -3.18147918e+14]\n", + "Found 1652 total galaxies in catalog for cluster 17011\n", + "[-5.07082125e+14 1.28995414e+15 -6.61718951e+14 ... -1.80902372e+14\n", + " -1.54879041e+14 5.15288314e+14]\n", + "Found 6842 total galaxies in catalog for cluster 8523\n", + "[ 3.51760976e+15 1.93898956e+15 -5.01190790e+14 ... 1.92128913e+14\n", + " -2.98446130e+14 4.68778743e+14]\n", + "Found 1652 total galaxies in catalog for cluster 11300\n", + "[-7.73197649e+13 6.62640528e+13 7.15717843e+14 ... 1.36941071e+15\n", + " -5.44412522e+14 -1.20520265e+13]\n", + "Found 6868 total galaxies in catalog for cluster 17462\n", + "[-2.17158756e+15 1.91559546e+15 5.76846431e+14 ... -2.24435643e+13\n", + " 2.86104376e+14 -3.36049001e+14]\n", + "Found 1987 total galaxies in catalog for cluster 13025\n", + "[-4.75552875e+14 6.48658172e+14 -1.25828637e+15 ... -5.77026248e+12\n", + " 4.42262104e+14 -6.42873313e+14]\n", + "Found 3121 total galaxies in catalog for cluster 21385\n", + "[ 9.08320632e+14 -1.17192096e+15 1.44867181e+15 ... 4.66206965e+14\n", + " -2.53778843e+14 -7.71597211e+14]\n", + "Found 3424 total galaxies in catalog for cluster 20888\n", + "[-4.57967582e+14 6.97602831e+14 -1.05455780e+15 ... 1.55576840e+14\n", + " 2.60595475e+14 -7.40031895e+14]\n", + "Found 4303 total galaxies in catalog for cluster 21815\n", + "[ 2.58205150e+15 -5.52149180e+13 -7.46434566e+14 ... 2.71812135e+14\n", + " 4.07787713e+14 7.03573558e+14]\n", + "Found 1483 total galaxies in catalog for cluster 7594\n", + "[-1.61662670e+15 -9.20406369e+15 -5.73723829e+14 ... 6.98680948e+14\n", + " 7.91079299e+14 1.21017382e+15]\n", + "Found 1005 total galaxies in catalog for cluster 21425\n", + "[ 7.43988855e+15 2.98280368e+12 3.06107911e+15 ... 6.33129936e+14\n", + " -6.08355649e+14 -1.10269977e+15]\n", + "Found 8508 total galaxies in catalog for cluster 30553\n", + "[-2.00010568e+15 3.07653415e+14 6.20101312e+14 ... 4.88412965e+14\n", + " -4.06786465e+14 8.91588010e+14]\n", + "Found 2374 total galaxies in catalog for cluster 11651\n", + "[ 1.94976692e+14 -7.61613452e+14 7.25728081e+14 ... 7.74225600e+14\n", + " 2.88401611e+14 -3.46072037e+14]\n", + "Found 3453 total galaxies in catalog for cluster 27728\n", + "[ 3.51252534e+15 -5.53412242e+14 1.47865941e+15 ... -4.85833854e+14\n", + " -5.03781802e+14 1.36077525e+14]\n", + "Found 3657 total galaxies in catalog for cluster 30757\n", + "[ 1.72416104e+15 1.22476640e+15 -7.30186443e+14 ... 3.08817351e+14\n", + " 2.43369931e+14 -4.88166129e+14]\n", + "Found 5863 total galaxies in catalog for cluster 32634\n", + "[-1.71149247e+15 -4.63440553e+14 8.39024117e+14 ... -1.01361979e+15\n", + " -3.59626717e+14 6.45450263e+14]\n", + "Found 3876 total galaxies in catalog for cluster 33429\n", + "[ 2.31553953e+14 -3.22957910e+14 7.17144350e+14 ... -2.18816257e+14\n", + " -1.31031525e+14 -6.15308260e+14]\n", + "Found 2650 total galaxies in catalog for cluster 15656\n", + "[ 1.37903120e+15 2.39715888e+15 -1.05130915e+14 ... 4.80242067e+14\n", + " -5.42685718e+14 -6.66413369e+14]\n", + "Found 1347 total galaxies in catalog for cluster 29784\n", + "[ 2.07789961e+15 6.80345357e+14 9.82326353e+14 ... -2.10338135e+14\n", + " 6.50792151e+14 -8.46331301e+14]\n", + "Found 2554 total galaxies in catalog for cluster 22630\n", + "[ 3.08733063e+15 1.96763064e+14 6.53651497e+14 ... -2.48961430e+14\n", + " 8.26946660e+14 -1.23191573e+14]\n", + "Found 1559 total galaxies in catalog for cluster 17777\n", + "[ 9.04497180e+14 -1.58768679e+15 2.66460134e+15 ... -3.66556562e+14\n", + " -3.15630111e+14 4.76880831e+14]\n", + "Found 2727 total galaxies in catalog for cluster 33569\n", + "[ 2.41948606e+14 -6.03095227e+14 2.84498674e+14 ... -7.63060211e+14\n", + " -1.47137210e+13 3.15798483e+13]\n", + "Found 2392 total galaxies in catalog for cluster 39996\n", + "[ 2.61754318e+14 -1.90038936e+15 1.53579295e+14 ... -5.48212042e+14\n", + " 3.60065878e+14 -7.18001960e+14]\n", + "Found 4344 total galaxies in catalog for cluster 37007\n", + "[ 1.79321846e+15 7.04504401e+14 -1.56200624e+15 ... 3.21477320e+14\n", + " 4.66973621e+14 -1.03028926e+14]\n", + "Found 4941 total galaxies in catalog for cluster 25937\n", + "[-2.73768883e+14 9.24741079e+14 -8.00761968e+14 ... 6.02158626e+13\n", + " -2.80775308e+14 -7.64572033e+14]\n", + "Found 1755 total galaxies in catalog for cluster 24386\n", + "[ 5.87304822e+14 9.99918243e+14 9.84546208e+14 ... -1.59415385e+14\n", + " -9.93159321e+13 4.08516934e+14]\n", + "Found 5448 total galaxies in catalog for cluster 44685\n", + "[ 2.09964660e+15 4.40745282e+14 -1.25140043e+15 ... 3.74458100e+14\n", + " 4.52022654e+14 1.25250322e+14]\n", + "Found 3105 total galaxies in catalog for cluster 48725\n", + "[-5.31125063e+14 1.51039917e+15 2.37660441e+15 ... -6.27298809e+14\n", + " -2.66591313e+14 -3.42914971e+14]\n", + "Found 2631 total galaxies in catalog for cluster 27260\n", + "[ 8.24786731e+14 -1.13891896e+15 9.95067501e+14 ... 1.78399548e+14\n", + " -4.24403852e+14 -2.43697708e+14]\n", + "Found 2108 total galaxies in catalog for cluster 35316\n", + "[-6.23694116e+14 4.77153607e+15 1.51920980e+15 ... -1.10510550e+15\n", + " 3.33323424e+14 -8.21503859e+14]\n", + "Found 1696 total galaxies in catalog for cluster 59428\n", + "[-3.83095497e+14 -2.70746219e+15 1.81364943e+15 ... -6.69963884e+14\n", + " -4.85530127e+14 -7.39169301e+14]\n", + "Found 2574 total galaxies in catalog for cluster 25976\n", + "[ 3.87077723e+14 -8.54519036e+14 -5.15807733e+11 ... -8.44484600e+14\n", + " -2.38282895e+14 -3.71094606e+14]\n", + "Found 3405 total galaxies in catalog for cluster 31596\n", + "[-3.31526461e+14 9.27844708e+14 1.67033459e+15 ... -2.23226929e+14\n", + " -4.04570005e+14 -4.12997037e+14]\n", + "Found 6439 total galaxies in catalog for cluster 26346\n", + "[ 2.52064388e+14 1.93121037e+15 2.03379328e+13 ... -7.08440158e+14\n", + " -6.36408035e+14 -2.71949351e+14]\n", + "Found 3450 total galaxies in catalog for cluster 36608\n", + "[ 4.11901999e+15 -5.92463549e+14 1.02582008e+15 ... -5.27489254e+14\n", + " -4.47093818e+14 3.72500542e+14]\n", + "Found 3956 total galaxies in catalog for cluster 26938\n", + "[ 2.15707056e+15 4.34043857e+14 -1.23388969e+14 ... 3.18810762e+14\n", + " 4.79637325e+13 2.85535505e+14]\n", + "Found 1903 total galaxies in catalog for cluster 74483\n", + "[ 8.31811571e+14 3.33726133e+14 4.87454678e+14 ... -5.61847145e+14\n", + " -5.27888562e+14 1.81681021e+14]\n", + "Found 3107 total galaxies in catalog for cluster 62882\n", + "[-8.85033623e+13 2.17324134e+15 1.48499356e+14 ... 5.04326101e+14\n", + " -6.90668701e+14 6.36519429e+13]\n", + "Found 1008 total galaxies in catalog for cluster 25770\n", + "[ 8.99483894e+14 4.95129088e+15 2.23847505e+15 ... 9.28162228e+14\n", + " -7.22208733e+14 -4.02354992e+13]\n", + "Found 778 total galaxies in catalog for cluster 59302\n", + "[ 1.76779178e+15 1.31066810e+15 8.97967417e+14 -1.61930765e+15\n", + " 1.03645701e+15 -1.08173096e+15 2.06801724e+15 -1.42042358e+15\n", + " 1.34343355e+15 -3.18231189e+15 -9.57834021e+14 -1.51015850e+15\n", + " 9.46986140e+13 2.13521804e+14 -6.11225636e+14 -1.31578318e+15\n", + " -1.45258203e+15 -4.23274063e+15 -1.28535850e+15 4.01715044e+14\n", + " -4.89439063e+14 1.51183378e+15 1.71357826e+14 2.33523095e+15\n", + " 1.01250767e+15 2.13453566e+15 8.78241538e+14 1.80535538e+15\n", + " 2.40931480e+14 1.75886700e+15 -1.76779650e+15 -4.76648363e+14\n", + " 1.59868132e+13 2.46196732e+14 7.56082026e+14 -8.45965308e+14\n", + " -2.87686322e+14 3.51065894e+15 1.44298438e+15 1.85792450e+15\n", + " 1.60049877e+15 -1.72190981e+15 4.37548578e+14 -1.84205646e+15\n", + " -6.65630658e+14 4.92070627e+14 2.53094650e+15 8.83933421e+14\n", + " 1.58208775e+15 2.35449425e+15 3.01514864e+15 -1.03589749e+15\n", + " 1.11557479e+14 3.75620099e+14 7.91899131e+14 5.72033880e+14\n", + " 3.36675176e+15 3.29891398e+15 -1.65115361e+15 -2.22392464e+15\n", + " -9.28948315e+14 2.12866044e+15 5.53240129e+14 6.12742730e+14\n", + " -1.56177346e+15 -1.74919466e+15 -7.48942384e+13 -2.19252719e+15\n", + " -2.63859360e+15 -3.69412319e+14 -1.82980854e+15 -6.63808409e+14\n", + " -1.51873385e+15 2.86518803e+15 -5.87626227e+14 -1.86147337e+15\n", + " -2.60628570e+15 2.70472763e+15 -1.34260594e+15 1.36155949e+15\n", + " -1.37207109e+14 -1.99864870e+14 -1.99634702e+15 3.90740951e+15\n", + " -2.29629177e+15 -1.12012815e+15 -6.23344725e+14 1.83842220e+15\n", + " 1.12974881e+15 -7.10152968e+13 1.00364065e+15 5.70930510e+14\n", + " 1.90108464e+14 -2.41373337e+15 -9.94086736e+14 1.82908180e+14\n", + " 7.02763534e+15 -7.67312312e+14 -2.33736509e+14 -2.66325311e+15\n", + " 5.53423819e+14 2.94102316e+15 -1.47670312e+15 -1.69914519e+15\n", + " 1.48134526e+15 -3.59838752e+14 4.23954339e+14 2.06495826e+15\n", + " -2.74007890e+15 -2.99745769e+15 -1.31494545e+16 1.24184564e+15\n", + " 2.38922961e+15 1.31858137e+15 1.94905921e+13 5.10325613e+14\n", + " -1.62931281e+15 4.61470614e+15 1.29997870e+15 5.31769423e+15\n", + " 6.32722158e+14 1.37076947e+15 1.57519707e+14 -1.56936772e+15\n", + " 6.85341503e+15 1.98471953e+15 1.26049023e+15 -1.45475793e+14\n", + " 1.20485159e+15 9.85456852e+14 -7.23673193e+14 -1.53645861e+15\n", + " 3.92653398e+15 -8.93262550e+14 5.56171800e+14 3.13974974e+15\n", + " -4.06896623e+14 3.63538673e+13 6.51540227e+14 2.78699814e+14\n", + " 2.01342741e+15 -2.12449984e+15 9.21321850e+14 1.93577865e+15\n", + " -1.35287786e+15 -1.10467381e+15 -1.30792673e+15 -2.02990655e+14\n", + " -2.23751080e+15 -3.44395978e+14 -8.86527172e+15 -7.03649292e+14\n", + " 4.33157331e+15 -4.34714179e+14 7.43826515e+14 -1.28419344e+15\n", + " -3.35627826e+15 -1.47612040e+15 -2.86369121e+15 -4.52743561e+14\n", + " -1.53029591e+15 -7.56279063e+15 1.17092405e+15 -1.00420383e+15\n", + " -2.70594341e+15 -5.66721863e+13 -3.11800075e+14 -5.30917400e+15\n", + " 6.35412339e+13 -3.38612624e+15 1.18603081e+15 2.38058316e+15\n", + " -2.28227339e+15 2.66358234e+15 2.95565528e+15 -2.41464844e+15\n", + " -5.44988709e+15 7.62178872e+14 -2.29502546e+15 -1.34944951e+15\n", + " -1.93084777e+14 -3.69310672e+15 1.17293968e+14 -1.84662326e+15\n", + " -2.62065739e+15 1.17700598e+15 8.94616606e+14 -1.10914591e+15\n", + " -7.63870435e+15 -5.23986115e+14 -2.07907584e+15 5.02116174e+13\n", + " 1.13436197e+15 2.28877598e+15 -1.67027215e+15 9.80305118e+14\n", + " -5.22345108e+14 -2.38082056e+15 -8.30293617e+14 9.88585650e+14\n", + " 1.46037332e+15 1.03394113e+15 -4.28394200e+15 -3.21540685e+15\n", + " -1.63692239e+14 1.82065994e+15 -1.09648302e+15 4.49056611e+14\n", + " 1.34487912e+15 -2.38501120e+15 8.23317151e+13 -8.15244538e+14\n", + " -3.93210888e+15 2.24158029e+15 -1.44238321e+14 -1.52658405e+15\n", + " 3.05106772e+15 1.65274861e+15 2.24719402e+14 9.47427672e+13\n", + " 1.49780184e+15 1.94237351e+15 -7.84760076e+15 5.65694365e+15\n", + " -2.29090725e+15 -6.92199055e+15 -9.62109442e+15 1.51079875e+15\n", + " -1.93143589e+15 3.79252939e+15 -3.09909374e+14 2.51211494e+15\n", + " -2.33628738e+15 -1.66671164e+15 3.84367454e+14 6.82279600e+14\n", + " -1.09474321e+15 -1.52794758e+15 -1.39700154e+15 -1.30288519e+15\n", + " 2.76999962e+15 -1.96686441e+15 -4.46855479e+14 -1.66071521e+15\n", + " -1.20359645e+15 -2.85057397e+15 -1.17266360e+15 2.14995919e+15\n", + " -6.38373372e+14 -6.57091740e+14 2.26566921e+15 1.82843987e+15\n", + " 1.22580494e+15 4.78554227e+15 1.12260175e+15 3.35190687e+15\n", + " 9.69312146e+14 7.04260933e+14 -1.90508732e+15 1.48471561e+15\n", + " -8.56122655e+14 1.08585578e+15 2.17243721e+15 -5.45036287e+14\n", + " -6.47594597e+14 -3.91219093e+14 1.93518604e+15 1.37539840e+15\n", + " -4.86185491e+15 -9.68964885e+12 -1.05225259e+15 1.86191420e+15\n", + " 9.50301571e+14 4.07578176e+15 -3.19772495e+14 1.85585459e+14\n", + " 2.65183556e+14 1.87694618e+15 7.02722917e+15 1.40087670e+15\n", + " 4.89433418e+14 5.06491652e+14 -5.99629545e+12 -2.91927997e+14\n", + " -1.09145671e+15 5.36310378e+15 -3.63319864e+15 2.44475955e+15\n", + " -8.10510014e+15 -6.08457106e+14 3.35804118e+15 -2.70616547e+14\n", + " -7.01213652e+15 -4.93943271e+14 6.41582592e+13 -1.66250463e+15\n", + " -1.88987135e+14 1.39087552e+15 -7.47835157e+14 3.07331208e+15\n", + " 3.15284006e+15 1.30765802e+15 -1.70231038e+14 3.48159864e+15\n", + " 8.75355411e+14 1.65201905e+15 -3.43894073e+15 -1.77089566e+15\n", + " -2.92178959e+15 -2.08096747e+14 8.41005273e+14 2.34950189e+15\n", + " 1.86760355e+15 -1.56793528e+15 1.89808806e+15 -3.25815932e+14\n", + " 4.20819358e+15 -1.00562693e+15 -5.71236244e+13 1.23365398e+15\n", + " -1.99781302e+15 -6.44147290e+14 -4.66669894e+13 5.41853455e+15\n", + " 1.38778461e+14 -6.51858635e+14 -2.19447334e+15 -1.57369472e+15\n", + " 1.58804998e+15 -1.79416173e+15 1.29959971e+15 -2.33895628e+15\n", + " -2.16079064e+15 5.21508505e+15 -1.82731472e+15 -9.29001826e+12\n", + " -4.42020837e+15 -1.27441731e+15 -7.52221575e+14 -1.08807377e+15\n", + " -1.61778335e+15 6.04606465e+15 -1.50289516e+15 -1.98904751e+15\n", + " 1.49314019e+14 1.00514474e+15 -3.64246969e+15 -1.32523759e+14\n", + " -1.11987933e+15 2.81692804e+15 1.58285622e+15 6.34795867e+14\n", + " -2.60937174e+15 7.88659221e+14 2.32569417e+15 -4.16196113e+14\n", + " -3.58952477e+15 -5.55036899e+15 -4.24589431e+14 2.38717448e+15\n", + " 6.84431282e+14 -2.51646503e+14 3.08474676e+15 6.87455488e+15\n", + " 1.34752604e+15 -3.45007803e+15 8.12105086e+14 1.15906103e+15\n", + " -8.92189047e+15 3.35593298e+15 8.01756574e+14 4.22161260e+15\n", + " 4.19558331e+15 2.50188546e+15 -2.97256327e+14 3.74394519e+15\n", + " -5.16136466e+14 4.82656800e+14 -6.40148875e+14 -1.62336861e+15\n", + " 4.31622843e+14 -2.74578302e+13 3.16802978e+15 1.48888534e+15\n", + " -4.79396155e+14 -1.19467487e+15 7.06071870e+14 -2.63782154e+14\n", + " 1.68578119e+15 -2.62941337e+15 8.45520586e+14 2.70027545e+14\n", + " -6.24671409e+14 3.38021355e+14 -1.28099626e+15 -3.09607133e+15\n", + " -3.65992182e+14 -3.52588762e+15 1.17746800e+15 1.28715998e+15\n", + " -4.84164231e+15 3.65454279e+15 1.16540905e+15 -6.25605261e+14\n", + " -3.71523581e+13 -2.87491048e+15 7.08809515e+15 3.65014648e+14\n", + " 2.62807915e+15 -4.04095064e+15 1.25078966e+15 -1.57169816e+15\n", + " -9.54362118e+14 2.37342308e+15 5.14071848e+15 -9.23166525e+14\n", + " 1.23902295e+15 -4.03416710e+14 -3.63331113e+15 -2.99699825e+13\n", + " -1.30535503e+15 9.55343145e+14 2.48766908e+15 3.08575003e+15\n", + " -1.94318291e+14 1.24981951e+15 -2.86678448e+15 -4.00719265e+14\n", + " -2.23402398e+15 3.11699772e+15 1.93968025e+14 -1.69661753e+15\n", + " -5.72799104e+15 3.15699493e+15 1.85679613e+15 -4.32756171e+14\n", + " 2.24074505e+15 -9.41205786e+14 2.18311060e+15 -9.07110799e+14\n", + " 2.78395516e+15 -5.99721237e+14 2.48092936e+14 2.67347453e+14\n", + " 9.77819539e+14 -8.23446248e+14 1.74826673e+14 2.43982562e+15\n", + " -5.09234483e+13 2.95910502e+15 -2.34740978e+14 -1.66499563e+15\n", + " -1.35356280e+15 4.25295349e+15 -1.93992825e+15 -1.88165378e+15\n", + " -3.48242747e+13 -2.07982411e+13 -7.45753174e+14 -1.15218678e+15\n", + " 1.33064515e+15 -1.25709168e+15 3.30852970e+15 -2.49757658e+15\n", + " 8.61801891e+13 9.90271996e+14 1.60965853e+15 9.99607090e+14\n", + " 7.06692621e+14 3.26742572e+14 2.40271073e+13 -1.67635588e+15\n", + " 3.15924078e+15 -3.22945593e+15 1.44794871e+15 -3.07107579e+15\n", + " 1.57709239e+15 -7.21109088e+14 7.70258196e+13 -1.92861370e+15\n", + " -8.59222441e+14 7.39182893e+14 1.18794825e+15 1.79312260e+15\n", + " -1.34426994e+15 -1.02586991e+14 2.72372608e+15 -2.57826204e+15\n", + " 1.31040837e+13 1.33654204e+15 -5.40067444e+14 -1.00672424e+15\n", + " -4.17785952e+14 4.60072759e+14 1.33880105e+15 1.65489012e+14\n", + " 3.16572094e+15 -1.01828455e+15 1.98909494e+15 -3.88408439e+15\n", + " -1.02554274e+15 5.22250063e+14 2.17526800e+15 4.37018349e+15\n", + " 1.57534565e+14 4.52966845e+13 3.61634846e+15 -3.84838663e+13\n", + " -1.12915853e+15 2.96574803e+14 -2.19743811e+15 -6.02298345e+14\n", + " 1.30660591e+15 -8.44888779e+14 -3.45530571e+14 -2.06963447e+14\n", + " -1.52651546e+15 -3.04744121e+15 -1.36436450e+15 -4.71820341e+14\n", + " 8.96946783e+14 -1.40749896e+15 -3.07446574e+15 -7.30957734e+14\n", + " -2.61731760e+14 1.17996298e+15 -2.49251622e+15 2.07374290e+15\n", + " 3.17331994e+15 -1.29824282e+15 -6.19434863e+14 -6.23538722e+14\n", + " 2.67689125e+15 1.01841047e+15 -5.84549264e+14 3.29780111e+14\n", + " -2.43047905e+15 -1.14255202e+15 2.59926995e+15 -8.83677580e+14\n", + " 6.61457701e+14 -3.33960413e+14 -4.01836887e+14 3.91843686e+13\n", + " 3.61797180e+15 8.76054935e+14 -3.20916960e+14 -2.29047547e+15\n", + " 4.15126107e+15 -3.48256921e+14 2.49660091e+14 6.96141985e+14\n", + " -2.85765565e+14 -6.37505690e+13 -4.22331765e+14 1.52274463e+15\n", + " -1.93062224e+15 1.40032175e+15 6.87540789e+14 -2.70356051e+15\n", + " 1.61991121e+13 -3.05577598e+14 -3.14563918e+13 1.23408522e+15\n", + " -1.04271582e+15 1.49086897e+15 -2.98412280e+15 4.15507415e+15\n", + " 1.23039905e+15 3.36861786e+15 8.30597261e+13 -3.29401088e+14\n", + " -2.98531762e+15 5.30491937e+13 9.59149367e+14 -5.25341892e+14\n", + " 5.13704595e+14 5.41433835e+15 8.28540668e+14 -6.87532112e+14\n", + " -5.10116858e+14 -1.24700694e+15 1.16648735e+15 -9.91979666e+14\n", + " -4.21046565e+14 2.16547563e+15 -1.48564825e+15 1.94826161e+15\n", + " 2.22074167e+15 3.23279825e+15 -4.65473099e+14 1.04601410e+14\n", + " 5.69304681e+14 -1.59704301e+15 -1.43209579e+15 4.36268304e+14\n", + " 1.00698245e+15 -1.13286619e+15 -2.00372642e+15 1.14530940e+15\n", + " 2.94305901e+14 -2.73344517e+14 8.51981935e+12 -7.05290967e+14\n", + " -1.70415021e+15 1.52839987e+15 -3.54430823e+15 -7.09365417e+14\n", + " 6.51894197e+14 -1.28923047e+15 -1.12512458e+15 1.12656182e+15\n", + " 1.91055864e+15 -7.27191378e+15 4.53118109e+14 -1.29572324e+15\n", + " -5.31561290e+14 -4.70926036e+14 -2.93872208e+13 -1.19841323e+15\n", + " -1.93736251e+14 -1.96969126e+15 -2.35102737e+15 1.77501741e+15\n", + " 6.30466710e+13 -1.91919328e+15 1.29855414e+15 2.08039841e+15\n", + " -1.04251450e+15 1.50891186e+15 1.73306685e+15 2.66171186e+14\n", + " -2.50407556e+15 -1.16178351e+15 9.57123916e+15 3.08662763e+15\n", + " 3.36071155e+13 2.83350374e+14 -2.17445165e+15 4.59897631e+14\n", + " 6.41878845e+14 -1.21258812e+15 2.07222098e+13 -5.39269134e+14\n", + " 1.09483118e+15 -4.71323459e+14 1.89276071e+15 2.76394301e+14\n", + " -3.17815147e+15 -1.63255387e+15 4.30731955e+15 3.04008462e+15\n", + " -1.10728172e+14 8.49829873e+14 -1.35253049e+15 -1.66468485e+15\n", + " -6.90588998e+14 -7.10049860e+14 -4.46634363e+14 -1.09436254e+15\n", + " -2.75013772e+14 5.92339688e+14 4.78878351e+14 2.25202334e+15\n", + " -1.59337689e+15 -1.79020783e+15 5.05179072e+14 6.76973666e+14\n", + " 1.58437916e+14 3.04344055e+14 -8.97961090e+14 7.80693288e+14\n", + " -1.03574929e+15 1.04134576e+15 7.94091946e+13 2.19534395e+15\n", + " -2.41273827e+15 1.07599543e+15 -5.70831059e+14 -1.64218648e+15\n", + " -1.26795021e+15 1.43510437e+14 -2.84718830e+15 -1.57553639e+14\n", + " -2.17165057e+15 -4.69776773e+15 -5.06299495e+14 4.03310717e+14\n", + " -9.12502292e+15 -3.95636695e+15 1.65709310e+15 -1.33921121e+15\n", + " -2.66716187e+15 3.42308237e+14 -1.12745428e+15 -1.38548131e+15\n", + " 2.26499793e+15 -3.64026374e+14 -1.49991018e+15 9.39188058e+14\n", + " -4.51743925e+15 2.87979198e+14 3.78929327e+14 -2.81719691e+14\n", + " -7.76877029e+14 -6.13654008e+14 5.79505758e+14 1.27487944e+15\n", + " -4.14853719e+14 2.00068293e+14 5.92793974e+14 1.98024333e+15\n", + " 1.25619201e+15 3.00275945e+14 -3.26039952e+14 7.14224113e+14\n", + " -2.45908205e+13 8.95142986e+14 -1.60971397e+14 2.06789596e+15\n", + " 1.99533930e+15 1.26588835e+15 1.27614093e+15 7.21002395e+14\n", + " -1.38865560e+15 -1.54907722e+14 1.74152726e+15 -6.48187783e+14\n", + " 4.49392632e+14 3.30886397e+15 -6.92293896e+14 -7.13592803e+14\n", + " 1.11110485e+15 1.18748183e+15 -8.92316521e+14 4.79721985e+14\n", + " 1.97336100e+15 1.95953729e+15 3.21677831e+14 -9.71301241e+14\n", + " 5.54545057e+14 1.28890685e+15 -6.44768343e+14 -7.30964748e+15\n", + " -1.08142532e+15 1.06482972e+15 -2.21659122e+15 -1.56702796e+15\n", + " -1.80025434e+15 4.45981431e+14 -1.30328535e+15 5.72923209e+14\n", + " 6.48394827e+14 3.00817623e+14 -1.08813837e+14 -8.07733736e+14\n", + " 1.21382263e+15 -3.14494736e+14 -1.02615351e+15 -8.76545577e+14\n", + " -9.29254334e+13 1.78193848e+15 8.34266376e+13 -8.24246440e+14\n", + " -2.05882616e+15 -4.83685494e+14 1.92028738e+15 -1.17228875e+15\n", + " 5.88868355e+14 1.30959780e+15 7.42799334e+14 2.32302870e+15\n", + " 9.54800798e+14 -4.39964353e+15 -2.85237454e+15 -4.79446818e+14\n", + " -1.41392273e+15 8.82653682e+14]\n", + "Found 1511 total galaxies in catalog for cluster 53335\n", + "[-7.31829562e+14 2.60484622e+15 1.40355443e+15 ... -9.57777171e+14\n", + " 8.21677733e+13 -3.89387591e+14]\n", + "Found 928 total galaxies in catalog for cluster 23919\n", + "[ 1.78645796e+15 -9.50589979e+15 4.94180812e+14 -2.14383501e+14\n", + " 2.44445080e+15 6.56193345e+14 -6.46979641e+14 -2.03540403e+14\n", + " -8.97788844e+14 -1.14187809e+15 7.08424527e+14 2.25033761e+15\n", + " -2.44847261e+15 -1.07683625e+15 2.01207143e+15 4.04345291e+15\n", + " 1.78850994e+15 -1.61505146e+15 2.54889389e+15 -6.44852962e+14\n", + " -2.80191715e+15 4.37198719e+15 -4.87414587e+14 8.66031257e+14\n", + " -4.11829465e+14 -6.08897233e+14 3.08018053e+15 -6.66903286e+15\n", + " -4.52921373e+14 2.57337273e+15 1.45991295e+15 -5.05934561e+15\n", + " -1.48709768e+15 2.99335189e+14 2.06572789e+15 1.02773304e+15\n", + " 1.49202887e+15 3.11985582e+15 -1.17433601e+15 5.99611788e+14\n", + " -2.62526323e+15 -1.09243339e+15 -1.26210987e+14 -1.23980461e+15\n", + " -5.21658418e+14 8.17580149e+14 7.38245937e+14 7.13746737e+13\n", + " -6.63034077e+15 -2.81237495e+15 -8.15955345e+14 -2.55964254e+15\n", + " 8.09835532e+15 -7.57168611e+14 -2.22498963e+15 -4.98084470e+15\n", + " 1.12053056e+15 -2.13707559e+15 8.49915286e+13 -1.61039479e+15\n", + " 5.32128387e+14 2.20801078e+15 -2.53372939e+15 -1.93693520e+14\n", + " -3.84534135e+15 1.20785562e+16 1.76605117e+14 2.01657853e+15\n", + " -1.52013078e+15 -6.14108574e+15 -1.14446790e+15 3.54125516e+15\n", + " 5.41166202e+14 9.32634109e+14 1.04932962e+15 1.06831607e+15\n", + " -8.70126532e+14 2.34480027e+15 -4.78070506e+14 8.80110505e+14\n", + " 4.25014917e+15 -1.61081248e+13 -3.58115410e+14 -2.24910545e+15\n", + " 4.44944157e+15 -2.16797188e+15 9.64199416e+14 3.61722157e+15\n", + " 7.06223491e+15 5.85854952e+15 5.40174665e+15 -5.13222235e+15\n", + " 7.63233762e+15 -3.88474312e+14 1.70737688e+15 -2.20890947e+15\n", + " 3.86104235e+15 2.31481865e+13 8.86480615e+14 -9.66057010e+13\n", + " 2.37521150e+15 1.57041003e+15 -7.44396802e+14 -4.42587835e+14\n", + " -1.93610258e+15 -5.02542058e+14 4.08972917e+14 5.61492849e+15\n", + " 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-1.05925971e+15\n", + " -3.91456910e+14 6.05786069e+14 1.71912432e+14 -1.24511543e+15\n", + " 1.98571744e+15 -2.53838409e+15 1.70446402e+14 -2.51770608e+15\n", + " -7.28875758e+14 -6.69255958e+15 4.83819438e+15 -1.80234437e+15\n", + " -5.29802999e+15 2.34805690e+15 -1.44905060e+15 -9.75946009e+15\n", + " -3.64447190e+15 -3.16483323e+15 4.11272303e+15 8.69731069e+15\n", + " -2.05812482e+14 6.53137010e+15 4.90948948e+14 -1.55807773e+15\n", + " -6.24832102e+13 2.95937841e+15 -2.55541533e+15 -3.59194299e+14\n", + " 1.49838512e+15 6.12411811e+14 2.99324777e+14 -1.32419221e+15\n", + " 5.06686471e+14 -8.46530333e+14 1.33458071e+15 2.26026479e+15\n", + " 4.60670832e+14 1.04610289e+15 -1.45789124e+14 1.73488353e+15\n", + " 4.58720639e+14 1.35186607e+15 -4.31682669e+15 -5.56811788e+15\n", + " 7.21834575e+14 -1.25574395e+15 -2.45515213e+15 1.15760075e+15\n", + " 1.98963072e+15 9.12961163e+13 1.74103260e+15 -5.80396899e+15\n", + " 2.66357814e+15 6.35012203e+14 2.75492565e+15 5.09158461e+14\n", + " -5.25280699e+13 -1.54227064e+14 1.73972646e+15 -6.41818461e+14\n", + " 1.79258768e+15 8.52358987e+14 -5.41591681e+14 6.38624443e+13\n", + " 1.05431571e+15 -5.80550681e+14 -1.10512422e+15 -3.66399642e+15\n", + " -4.21721490e+14 8.85381489e+13 1.05981874e+14 -4.46032187e+14\n", + " -1.09353547e+15 1.01275285e+15 -7.53726693e+13 -8.37553695e+14\n", + " -2.32065773e+14 -1.52138902e+15 4.60979722e+14 2.94930500e+15\n", + " 1.57239858e+15 2.05707434e+15 -2.78961770e+15 -1.00125977e+16\n", + " -8.37391479e+14 6.42184312e+14 1.14256324e+14 1.53806678e+14\n", + " 2.14788672e+15 6.74458119e+13 -3.95032754e+14 -2.53638513e+15\n", + " 4.92381420e+14 -2.72566226e+14 -1.27596379e+15 3.37136263e+14\n", + " 1.24872455e+15 6.84924333e+14 4.84911895e+14 9.57186676e+14\n", + " 3.45414966e+15 7.21664903e+14 3.36541155e+13 5.81546693e+15\n", + " -5.89918016e+14 -2.43368253e+15 -3.76399430e+14 -3.23820131e+14\n", + " -1.28268448e+15 -2.01275296e+15 -3.86889446e+14 -2.18845746e+15\n", + " 2.04583883e+15 8.42918711e+13 3.63219673e+14 2.16224391e+15\n", + " -1.17958066e+15 -3.67087228e+14 -7.90795865e+13 -1.73362684e+15\n", + " -2.22133158e+15 -3.31940898e+15 -7.77925080e+13 -8.44933083e+14\n", + " -4.12509737e+14 5.13375340e+14 3.44312572e+15 1.26028240e+15\n", + " 2.53999583e+15 1.82151793e+15 -1.73522340e+15 -1.08852610e+15\n", + " 2.41660489e+15 -3.81115284e+15 2.90626150e+15 -1.34035077e+15\n", + " 9.87249316e+14 -9.60685240e+14 5.14439656e+14 3.06762663e+14\n", + " -2.41439480e+15 6.56946401e+14 -1.77994779e+15 1.26570625e+15\n", + " -1.26534836e+15 6.35470694e+14 -1.81577180e+15 1.83338359e+15\n", + " 6.65966918e+14 -1.81059809e+15 -1.45325286e+15 1.22198436e+15\n", + " -9.83211048e+14 1.73120550e+13 1.10947367e+14 8.76135548e+13\n", + " 1.54819594e+14 -4.69575761e+14 -3.83844254e+15 8.71364416e+14\n", + " -2.32674636e+15 -9.67748545e+14 -2.78246659e+15 6.18833630e+15\n", + " 2.53491664e+15 -9.57196573e+14 1.05167707e+15 -3.00065056e+15\n", + " -2.35899335e+15 -4.23595307e+14 -1.97827869e+15 7.15271873e+13\n", + " -4.19695108e+14 1.75906038e+15 1.30564455e+15 -2.84807493e+15\n", + " 5.29071290e+15 9.27411732e+14 4.91100499e+14 -3.54444902e+13\n", + " -8.51154578e+14 1.47542538e+15 1.27338409e+15 7.45592668e+15\n", + " -7.59247554e+14 -1.76405366e+15 6.86648392e+14 6.30752584e+14\n", + " -4.16987359e+14 -4.09235932e+14 -2.56164627e+15 -1.99596595e+15\n", + " -9.24850433e+14 2.58815738e+15 1.35276641e+15 6.81150550e+14\n", + " 1.72708990e+15 -6.22701515e+14 -1.52480032e+14 1.18357869e+15\n", + " -6.94030030e+14 3.92790718e+14 -6.83707865e+14 5.24179499e+14\n", + " 2.65922636e+15 -1.33213755e+15 -9.11239077e+14 7.11604393e+14\n", + " -5.73490679e+14 -8.97437010e+14 1.71167476e+15 1.53347202e+15\n", + " -3.47295923e+15 -2.38547431e+15 2.01770619e+15 -7.73200862e+14\n", + " -1.20580705e+15 2.93826163e+15 1.04897120e+15 -1.67543336e+15\n", + " 4.44637093e+15 4.55147244e+14 -2.39542316e+15 -1.32983728e+13\n", + " -1.53701061e+15 7.53460197e+14 4.70434912e+14 2.62173863e+14\n", + " -8.66418870e+14 -2.20950811e+14 -1.25407358e+15 -2.73113365e+15\n", + " 9.10039553e+14 2.15522911e+15 1.96736152e+14 -1.02776152e+15\n", + " 1.23966692e+15 -1.88147048e+15 -3.84733876e+15 3.42363239e+15\n", + " 2.86404873e+15 -6.32243627e+14 -1.48349188e+15 8.73702320e+14\n", + " -3.73034437e+14 1.18599974e+14 3.16225442e+15 -2.08398196e+14\n", + " -1.34147848e+15 -1.17089479e+15 -6.74799432e+14 -1.83272532e+15\n", + " -1.09414964e+15 -2.17791946e+14 -6.96083677e+14 8.59996705e+14\n", + " 1.02387450e+15 4.72851791e+14 1.16180260e+14 -7.64318503e+14\n", + " 2.91228874e+13 2.57484010e+15 1.98364380e+15 -4.00506363e+14\n", + " 2.46492004e+15 1.04386469e+15 -1.47643382e+15 -2.67782723e+15\n", + " 8.71031377e+14 2.29977883e+15 -8.58253306e+14 -9.85268998e+14\n", + " 5.26773501e+14 1.45762425e+14 3.48967578e+15 6.49039560e+14\n", + " -3.71989251e+13 -2.59253702e+14 5.22205775e+14 -1.96002825e+15\n", + " 4.52653351e+14 -6.07252144e+14 1.90463204e+15 9.83579393e+14\n", + " -8.58536756e+14 1.91646246e+15 -6.36179524e+14 -2.51971816e+15\n", + " 1.82050211e+15 1.62678489e+15 1.24884198e+15 1.18872549e+15\n", + " 2.64968117e+15 1.31016172e+15 3.40709874e+14 -5.20381562e+14\n", + " 3.92717004e+15 1.69305551e+15 1.79563328e+15 -1.96333183e+15\n", + " 2.88242115e+14 -1.14339513e+15 -9.43969565e+14 1.29157831e+15\n", + " 5.59301838e+14 -2.49847731e+15 -1.79953921e+15 -1.72085417e+15\n", + " 1.13443438e+15 1.27503506e+15 -1.73961209e+15 5.44757825e+13\n", + " -1.60906120e+15 -2.20550173e+15 -7.21010309e+14 3.59627305e+15\n", + " -1.82349974e+15 -1.21956941e+14 -1.05983758e+15 -1.73141982e+15\n", + " -6.49697258e+14 -6.19109584e+14 -1.68509436e+14 7.79211586e+14\n", + " 1.56390707e+14 6.30240333e+14 -1.41048278e+15 1.17899007e+15\n", + " 1.80530017e+15 -3.28833279e+15 -2.83568613e+15 4.70706166e+14\n", + " -5.28364945e+14 -1.67097177e+14 -2.03422858e+15 1.38788604e+15\n", + " 1.93957835e+15 1.42755246e+15 1.26781789e+15 7.15288939e+14\n", + " 2.98272409e+15 -1.40447399e+15 -4.34493165e+14 7.62531291e+14\n", + " 9.08074051e+14 5.70240466e+13 1.79219368e+15 -1.49683815e+15\n", + " 1.68426348e+15 -1.95006856e+15 -6.62974677e+14 -1.71813588e+15\n", + " 1.89178143e+15 1.30353557e+14 -2.52740600e+14 6.26260382e+14\n", + " -1.60341732e+14 -5.42823564e+14 7.46134933e+14 -5.78032224e+14\n", + " 1.35302762e+15 1.72163476e+14 2.52421638e+15 -3.32468267e+11\n", + " -1.37005834e+15 -1.46434742e+14 5.62837749e+13 7.53408231e+14\n", + " -7.09804761e+14 1.80149808e+14 1.93878264e+15 -7.62267555e+14\n", + " -3.46679635e+14 2.85968967e+14 -4.32929061e+14 -8.95116802e+14\n", + " -4.33051795e+13 1.78168750e+15 -5.65386571e+14 -8.02669709e+14\n", + " 7.76727238e+14 -1.06089574e+15 -7.68559347e+14 8.40284677e+14\n", + " -6.74401018e+14 3.50202913e+14 6.63675455e+14 1.12150149e+15\n", + " 1.56507239e+15 -1.39111059e+15 9.17355114e+14 -2.24675287e+14\n", + " 5.79583231e+14 5.20166043e+14 3.38478813e+14 -1.09754122e+15\n", + " -1.37636485e+14 -1.12013650e+14 -5.14193148e+14 6.62504398e+14\n", + " -1.12776876e+14 -7.34046291e+14 1.31192496e+15 1.39963058e+15\n", + " 7.67350069e+14 -5.71292906e+13 -7.54816658e+14 2.19673248e+14\n", + " 7.29641024e+14 -5.03839384e+14 -6.31459565e+14 3.41045049e+14\n", + " 1.23153014e+15 -1.33826066e+15 8.18746445e+14 -1.48122763e+15\n", + " -1.44889066e+14 -3.70928504e+14 -5.12520195e+14 9.45769177e+14]\n", + "Found 4012 total galaxies in catalog for cluster 16567\n", + "[ 8.33226103e+14 4.16475920e+14 -9.58960965e+14 ... -1.48645954e+14\n", + " 9.27488451e+13 -5.65004360e+14]\n", + "Found 2882 total galaxies in catalog for cluster 41321\n", + "[ 1.49555809e+15 8.19365775e+14 -1.10521613e+15 ... -2.24884495e+14\n", + " 5.63695626e+13 -7.34012298e+14]\n", + "Found 791 total galaxies in catalog for cluster 52141\n", + "[-1.05573932e+15 -4.15894055e+15 2.17158312e+14 4.95354784e+15\n", + " -5.17486277e+15 8.00222610e+14 -4.43052636e+15 -1.62688339e+15\n", + " 2.61090673e+15 -2.08387301e+15 -4.55948450e+14 2.95011569e+15\n", + " 2.46205133e+15 5.75885864e+14 -1.91515753e+15 -2.35296471e+14\n", + " -1.00208226e+15 2.10511066e+14 -7.41863614e+14 -9.99844844e+14\n", + " 3.00880418e+15 -5.91937529e+14 -1.12144810e+15 -8.83383880e+13\n", + " -8.29225249e+14 1.82104082e+15 -2.50671541e+14 8.07853757e+14\n", + " -2.84948891e+14 6.33845118e+14 -4.45665453e+14 1.14104999e+15\n", + " 1.62710910e+15 3.25124203e+14 -1.12374547e+15 5.49387642e+14\n", + " 2.63336163e+15 5.20059893e+14 -2.70009001e+15 -7.46800503e+14\n", + " -1.28514786e+15 3.14875695e+14 1.04283451e+15 -6.20244268e+14\n", + " 1.67341545e+14 9.94134837e+14 2.36240838e+14 -3.94411156e+14\n", + " 1.57085368e+14 -2.19560342e+14 -1.02315474e+14 -2.31201552e+14\n", + " 1.37464128e+15 -1.95152542e+14 -1.60417737e+13 -2.12139607e+15\n", + " -5.83059511e+14 5.64650899e+14 2.69345449e+14 -2.95757594e+14\n", + " -1.59793872e+15 -5.41563914e+14 1.09223283e+15 -4.55267061e+14\n", + " 1.71681028e+14 3.34828272e+14 -8.73829834e+12 -2.78755341e+15\n", + " -3.20474535e+15 -6.95031847e+14 7.48155163e+14 2.07471068e+13\n", + " -1.30829423e+15 -7.02902382e+14 6.12679007e+14 -1.21087807e+15\n", + " 4.83103106e+14 3.46342994e+14 -1.77399726e+14 -4.00244126e+15\n", + " 1.22422753e+15 1.94217054e+15 -1.56495839e+15 9.83738167e+14\n", + " -2.17813682e+15 8.32162900e+14 5.49094716e+14 -4.93167311e+14\n", + " -3.53844570e+15 -6.43939822e+14 3.78116023e+15 1.36724283e+15\n", + " 2.64971320e+14 -1.35677219e+15 1.33870091e+15 -1.01374850e+15\n", + " -1.14028086e+15 -8.53348938e+14 6.78793534e+15 8.72443364e+14\n", + " 1.74144258e+15 1.89644590e+15 -5.80119015e+14 7.78724166e+14\n", + " 6.79835497e+14 -2.42527445e+15 -2.95745375e+15 4.62565869e+14\n", + " 1.51697031e+14 -2.56273885e+15 4.05721705e+15 -1.90888571e+15\n", + " 1.96853376e+15 -9.63709191e+14 -1.03407300e+15 -2.23446362e+14\n", + " 4.21516904e+14 1.48291208e+14 1.49490777e+15 -1.42276868e+15\n", + " -1.73565034e+15 -1.27019853e+15 3.06206737e+15 -2.98280351e+15\n", 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1.10444190e+15\n", + " 1.87640890e+15 -3.69395736e+15 -1.46435443e+15 1.27490232e+15\n", + " -4.65725802e+15 3.28455582e+15 -6.47319258e+14 -1.97155562e+15\n", + " -8.04924165e+15 -4.56749127e+14 7.88141503e+15 1.09381948e+15\n", + " 2.26594276e+15 1.85081668e+14 1.16421757e+15 7.82360999e+14\n", + " -1.58510262e+15 -1.23466158e+15 -3.52669304e+14 1.85425231e+13\n", + " -3.13008340e+14 9.12334836e+14 -3.01639123e+15 7.90429851e+14\n", + " 5.56208359e+14 9.50042325e+14 8.78564653e+14 1.36455916e+15\n", + " -1.10950481e+15 2.26237851e+15 6.42444770e+14 -5.38652497e+14\n", + " -5.96475925e+14 -5.37497277e+13 9.70177517e+14 -1.41412452e+15\n", + " -3.80312505e+14 -1.55937257e+15 -4.79072697e+14 1.33810965e+15\n", + " 3.61573097e+14 1.80380803e+15 -3.18888169e+15 -1.99199590e+15\n", + " -6.30682052e+15 2.92203071e+15 2.86176753e+15 1.77321757e+15\n", + " 7.56411605e+15 -2.63914772e+15 7.96101813e+13 5.07876347e+15\n", + " -1.77359099e+14 -2.16433276e+15 1.61344383e+15 -4.16081825e+14\n", + 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" 2.60485102e+15 9.26668003e+14 1.06780494e+15 1.87897190e+15\n", + " -9.19143487e+14 1.01318347e+15 8.17496698e+14 -8.64217775e+13\n", + " 8.78208694e+14 2.68260101e+14 3.22450976e+14 7.09758805e+14\n", + " -3.57034437e+14 2.20391226e+15 1.40459195e+15 1.61581322e+15\n", + " 2.61719724e+15 1.16956506e+15 -6.12130887e+14 8.62660604e+14\n", + " -1.07596607e+15 -2.32866531e+14 5.35415231e+13 -1.25472860e+15\n", + " -9.42087239e+14 3.12672918e+15 -1.22840391e+15 -1.61783932e+14\n", + " -2.23136007e+15 -6.99586839e+14 -1.71058799e+15 -2.08954966e+15\n", + " 1.25514186e+15 -1.96062641e+13 -8.08381861e+14 2.81464721e+15\n", + " 1.03835345e+15 3.63048237e+15 -1.06907703e+15 -1.45881219e+15\n", + " 6.18775975e+14 7.73494014e+14 2.22838421e+14 -1.90470829e+15\n", + " 3.50517166e+14 -1.21367455e+15 1.44968204e+15 -3.28224863e+14\n", + " -1.28316552e+15 -1.83303440e+15 6.14037220e+14 2.32141559e+15\n", + " 1.25560181e+15 7.03600777e+14 9.80233642e+14 -1.98904529e+15\n", + " -3.03238731e+15 -3.11761304e+15 1.88320965e+15 7.92011292e+14\n", + " -1.31509821e+15 -5.73352788e+14 7.95811235e+14 -6.61512553e+13\n", + " -5.84329090e+14 1.78169346e+14 -1.17458161e+15 4.07207935e+15\n", + " -1.21819686e+15 -7.23584896e+14 1.81748088e+14 -3.68984688e+14\n", + " -7.32232630e+14 1.12067628e+15 -2.31139275e+15 -2.89105565e+14\n", + " 9.18349481e+14 -8.77144547e+14 -8.80502794e+14 -3.72827533e+14\n", + " -4.21201249e+14 -1.45980983e+15 1.27247581e+15 -5.17263100e+13\n", + " 1.52422799e+15 1.37932996e+14 1.40981144e+15 -2.20217997e+15\n", + " -2.24231890e+15 5.46818505e+14 1.53493571e+14 -1.37467894e+15\n", + " -1.59021655e+15 -2.39323101e+15 1.16947525e+15 5.29174688e+14\n", + " 2.07440012e+15 -5.48722295e+14 -1.05961144e+13 4.07250518e+14\n", + " -2.95236609e+15 2.59898013e+15 -1.17798128e+14 -9.07663397e+13\n", + " 2.06724071e+15 -1.78575925e+15 2.79084576e+14 7.47127786e+14\n", + " -2.43052722e+15 3.01710440e+15 -3.93688911e+14 -1.63637203e+15\n", + " 1.25284502e+15 -2.77530622e+15 -6.14963239e+14 -1.17909781e+15\n", + " -1.58328069e+15 -2.70748193e+14 1.27050707e+15 2.36824386e+15\n", + " 1.04553053e+15 1.94175455e+15 8.97906452e+14 2.29460988e+15\n", + " 8.66302370e+14 -1.19801348e+14 1.86707323e+12 -4.29191287e+13\n", + " 8.80392934e+14 -9.81671708e+14 -7.31073026e+13 2.60760429e+15\n", + " 1.17786205e+15 -1.83314790e+15 -1.91289887e+15 7.13319584e+14\n", + " 3.06719421e+13 -2.82100377e+14 9.78989502e+14 1.50687962e+15\n", + " 1.10237323e+15 1.81974784e+15 1.51081710e+15 1.52223476e+14\n", + " 7.18447895e+14 4.77540016e+14 -5.92338717e+14 2.69240089e+14\n", + " -3.78661752e+14 -3.38452945e+15 2.11617230e+15 9.36179786e+14\n", + " 5.89149923e+14 8.54039196e+14 -1.03358501e+15 -1.96700231e+15\n", + " -9.24163661e+14 1.40521730e+15 -2.06074755e+15 2.50674679e+15\n", + " 5.26268380e+14 1.92034352e+15 -1.81692656e+14 -1.12013446e+14\n", + " -3.09821316e+15 -5.70689819e+14 6.85155251e+14 -4.40591874e+14\n", + " 1.44034826e+13 -6.03432209e+14 1.69416625e+14 -1.33475279e+14\n", + " -7.39080365e+14 -1.09039420e+15 6.56487610e+14 -5.15724894e+15\n", + " -6.45590111e+14 -3.54727104e+13 1.25865851e+15 -2.62357263e+14\n", + " -1.02533371e+15 4.85354073e+14 6.85972045e+13 -5.55285265e+14\n", + " 5.24885777e+14 1.12166356e+15 5.38609994e+14 2.62132521e+14\n", + " -2.11340702e+14 7.58383039e+14 -1.33079877e+15 -1.02105892e+15\n", + " -6.82283591e+14 -1.27290069e+15 -9.43179650e+14 4.62616676e+13\n", + " 6.16171729e+14 6.31456232e+14 1.10113582e+15 -4.25226427e+13\n", + " 6.27937056e+14 -1.58295375e+14 2.65243473e+15 1.07490484e+15\n", + " 9.54096276e+14 5.34331986e+14 -8.20115915e+14 5.16300307e+13\n", + " 1.36679001e+14 -6.51799877e+14 -6.12094126e+13]\n", + "Found 3045 total galaxies in catalog for cluster 52451\n", + "[ 3.04693807e+15 7.07067008e+14 1.87915907e+14 ... -9.65256746e+13\n", + " 1.89603870e+14 2.65603224e+14]\n", + "Found 1697 total galaxies in catalog for cluster 51057\n", + "[ 7.28980276e+14 -3.73087099e+15 -4.87428420e+14 ... 4.88558592e+14\n", + " 8.94190415e+14 -4.07892435e+14]\n", + "Found 2968 total galaxies in catalog for cluster 14210\n", + "[ 7.91970374e+14 6.20359566e+14 1.15626788e+15 ... -5.68323675e+14\n", + " 4.03226077e+14 -2.12972159e+14]\n", + "Found 3194 total galaxies in catalog for cluster 33410\n", + "[-2.26554926e+15 -4.44020068e+14 9.36153893e+14 ... -8.34256174e+14\n", + " 3.08709511e+14 -6.68186244e+14]\n", + "Found 3816 total galaxies in catalog for cluster 78132\n", + "[-1.80128580e+15 -7.97308676e+14 2.68151324e+14 ... -5.75719005e+14\n", + " 3.92844454e+14 -7.02247444e+14]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 200603\n", + "Collecting data for cluster 0\n", + "Found 2851 total galaxies in catalog for cluster 11\n", + "[-3.04929547e+15 3.58125685e+14 3.34425660e+15 ... -4.50544427e+14\n", + " -1.14579928e+14 -4.62921605e+12]\n", + "Found 2456 total galaxies in catalog for cluster 827\n", + "[-1.33703882e+15 5.80446548e+14 -4.81580384e+14 ... -1.75084206e+14\n", + " -8.41406706e+14 5.36018298e+14]\n", + "Found 2413 total galaxies in catalog for cluster 1985\n", + "[-1.01339609e+15 -2.22736476e+14 -4.40678920e+13 ... -8.07182716e+14\n", + " -1.06925627e+15 9.91306476e+13]\n", + "Found 2346 total galaxies in catalog for cluster 1632\n", + "[-1.19264261e+15 -2.29808619e+15 -2.10041674e+14 ... -3.43920385e+14\n", + " -2.29902410e+14 7.11126982e+14]\n", + "Found 891 total galaxies in catalog for cluster 2453\n", + "[-9.61039928e+13 -7.67394904e+14 -1.43719223e+14 -8.22134461e+14\n", + " -2.90735736e+14 -4.93221770e+14 2.45026692e+14 -1.93210914e+15\n", + " -1.89443268e+15 5.83861530e+14 -1.14858122e+15 -2.43468498e+15\n", + " 3.18216393e+14 -1.23393815e+15 2.86750359e+15 1.98407861e+15\n", + " 2.16578425e+15 -7.47102584e+14 -3.08259379e+15 1.04433379e+15\n", + " 1.76687222e+15 -7.66530205e+14 3.04549404e+15 1.28145207e+15\n", + " 9.73727917e+14 2.04229355e+15 5.70245086e+14 -1.79868550e+14\n", + " -7.16426904e+14 4.96627755e+15 2.18333092e+15 6.14631093e+14\n", + " -7.02431550e+14 -5.33236840e+14 8.85895442e+14 -4.75481875e+15\n", + " 2.79294809e+15 6.51824220e+15 -3.44246822e+15 -1.27476972e+15\n", + " 8.60152329e+15 1.72866376e+15 -2.66049176e+15 -1.66133025e+15\n", + " -1.38791323e+14 -1.50850604e+15 5.80586154e+14 6.51746223e+14\n", + " 1.45400749e+15 4.14502361e+15 -5.45506875e+14 1.55249336e+15\n", + " -5.58254640e+15 -1.92099858e+15 -1.41928309e+15 3.22864659e+14\n", + " 2.67830655e+15 -1.35290616e+15 2.54281157e+15 -6.00954536e+15\n", + " 7.31925225e+15 -2.23807212e+15 -8.38892539e+14 2.31049737e+15\n", + " -1.19816534e+15 -3.74325690e+14 -7.98590052e+15 -9.05076715e+14\n", + " -4.44137724e+14 1.22238275e+15 1.74618337e+15 -2.53521733e+14\n", + " 1.04340278e+15 4.46832601e+15 -2.76217491e+15 1.24757697e+14\n", + " -3.78332561e+15 -2.30163099e+14 7.74383910e+15 1.36945404e+14\n", + " -2.98267553e+15 -2.83898073e+15 8.02315406e+14 2.17431525e+15\n", + " 1.58130606e+14 2.10313130e+15 -1.53011453e+15 5.65355894e+15\n", + " -1.71790612e+15 -1.04070011e+15 -3.54963105e+15 5.40654253e+14\n", + " 2.18594986e+15 -5.51124795e+15 -2.93392700e+15 4.80318512e+13\n", + " 1.01349009e+15 -4.86859242e+15 -2.83412099e+15 -8.58087394e+14\n", + " -1.55099161e+15 6.18264061e+14 8.74183333e+14 7.19878647e+15\n", + " -2.86376380e+15 -1.94435626e+15 -3.27584185e+15 5.97944590e+15\n", + " -2.95281959e+15 2.20477322e+13 -2.81091627e+15 -3.48051017e+14\n", + " -1.80479095e+15 5.85858743e+15 -6.27677120e+15 -3.17608781e+13\n", + " 5.73939681e+15 -1.16053222e+15 -1.63914114e+15 4.03831901e+15\n", + " 4.90980280e+14 2.85209865e+14 2.35874495e+15 -2.01010568e+15\n", + " -2.18960566e+15 2.87279869e+15 -2.33591216e+15 8.30731014e+14\n", + " -1.55099935e+14 -3.30668933e+14 -2.62074075e+15 9.22907498e+14\n", + " 1.25775999e+15 4.45302244e+14 -2.64033432e+15 -2.22267587e+15\n", + " 4.20002814e+14 1.14794474e+15 -1.97773273e+15 -1.10875895e+15\n", + " -4.48921127e+14 -1.20117091e+15 1.48984541e+15 -1.21646639e+15\n", + " -3.63502568e+15 -2.97765049e+15 6.97648096e+14 1.72476179e+15\n", + " 2.61758475e+15 3.02770201e+14 -2.19814446e+15 -1.75696638e+15\n", + " -3.47808253e+14 -6.00966731e+14 -2.42010915e+15 -3.55003406e+15\n", + " -2.69934393e+15 -4.14058144e+14 -3.24025515e+15 -7.57462325e+15\n", + " -5.83620189e+15 -7.15795960e+14 -5.46763240e+14 9.42553148e+14\n", + " 1.01211991e+13 2.87707639e+15 -1.20625360e+15 1.68681722e+15\n", + " -9.01433915e+14 -3.40249838e+15 -1.71405131e+15 -3.27445205e+15\n", + " -6.23818091e+14 -2.15668663e+14 1.41486937e+15 4.92925539e+15\n", + " 1.63738559e+15 1.89388428e+15 1.41675667e+15 -2.18492425e+15\n", + " -2.14029955e+15 2.24161896e+15 -1.14810280e+15 2.53939065e+15\n", + " -1.35027015e+15 1.56654213e+15 2.34772367e+15 9.52302083e+13\n", + " 1.12488220e+15 4.72957696e+14 2.32922073e+15 6.42899082e+14\n", + " 1.30747951e+15 1.52401604e+15 1.16143497e+15 4.14466539e+15\n", + " 3.23675434e+14 2.08753684e+15 -1.05817419e+14 -1.70833973e+15\n", + " -2.16501956e+14 1.09299208e+14 -1.78866483e+15 -1.33311497e+15\n", + " -2.87232376e+15 -1.54317829e+15 -3.08342766e+15 -6.17616211e+14\n", + " 9.35538369e+14 -1.36715973e+15 -4.16529173e+15 5.83531849e+14\n", + " -1.48592586e+15 2.68246462e+15 1.89000997e+15 1.77319465e+15\n", + " 6.61375755e+14 -4.48622078e+14 -8.87335954e+14 8.07964872e+14\n", + " 3.79636819e+14 -4.45371888e+14 9.14322560e+14 -9.57892664e+14\n", + " -3.34199646e+14 -2.19926546e+15 5.39905832e+14 -3.00034426e+15\n", + " 2.44864591e+15 1.89284657e+15 -4.72416737e+15 -8.93862798e+14\n", + " -7.75142374e+14 6.48644763e+13 -1.67254873e+15 -1.87127640e+15\n", + " -3.40466982e+15 5.21610988e+14 8.53997797e+14 -5.88640792e+13\n", + " -1.56842710e+14 6.76994090e+14 -1.33054981e+15 -3.87866277e+14\n", + " 5.23686185e+14 1.15196566e+15 1.94107021e+15 4.32200689e+14\n", + " 1.35481571e+15 -1.26618944e+15 -3.94311554e+15 -4.20251266e+14\n", + " 5.03121265e+13 1.99638872e+15 8.71698252e+14 -1.89953703e+14\n", + " 5.26277502e+15 1.66241379e+15 -5.78355832e+14 6.59684300e+14\n", + " 1.10913688e+14 -2.39259047e+14 -4.98519692e+14 1.40753582e+15\n", + " 4.73010663e+15 1.52418478e+15 5.71294013e+14 -2.82056935e+15\n", + " 3.31256436e+14 2.16648378e+14 9.64007897e+14 9.21997310e+14\n", + " -1.61286720e+15 -7.35457826e+14 -6.35402502e+14 -3.13995993e+14\n", + " -1.04181410e+15 3.33092479e+15 -1.75200715e+13 1.12319044e+15\n", + " 1.86812315e+15 -1.90254414e+15 -4.10731708e+14 -2.16586182e+15\n", + " -1.89817122e+15 1.00915685e+15 4.58263234e+15 -2.81106146e+15\n", + " 1.28130395e+15 9.67532708e+14 9.11863515e+13 -6.41176854e+15\n", + " 1.76696617e+15 -3.79329923e+14 1.71009776e+15 -1.57980254e+15\n", + " -1.70018860e+15 -1.43269532e+15 7.35870394e+14 4.83580367e+14\n", + " 3.41189920e+15 -4.37593518e+14 1.47360464e+15 -1.43060817e+15\n", + " 2.18646229e+15 -9.02709089e+14 9.17685893e+14 1.01418870e+15\n", + " -1.04786195e+15 2.71299462e+15 6.55621235e+14 1.53785268e+15\n", + " 1.94467909e+15 -1.96857964e+15 -7.00116508e+14 2.62399093e+15\n", + " 2.11588405e+15 -6.31364183e+14 -1.47233848e+15 1.93042732e+15\n", + " 3.89948826e+14 -9.81785088e+14 8.44862528e+14 -5.15269604e+14\n", + " 2.96474236e+13 2.74838153e+15 -1.87362790e+14 -3.27527586e+14\n", + " -8.60277596e+13 -1.12077004e+15 -8.68456660e+14 1.12605340e+14\n", + " -1.77815778e+15 1.78870317e+14 3.31284353e+12 2.45923376e+13\n", + " -1.97558309e+15 -2.07893695e+15 -6.32004991e+14 -2.81804356e+12\n", + " -1.06607096e+15 -2.98619744e+15 6.37874271e+13 -1.35820079e+15\n", + " -1.39981310e+15 -1.26152554e+15 5.29308260e+14 -1.66333410e+15\n", + " 2.08681893e+13 -1.22331753e+15 -4.89380698e+13 8.68788506e+14\n", + " -4.90654965e+14 2.70301480e+14 4.56694274e+14 -1.97928160e+14\n", + " 4.65856101e+14 2.68204124e+15 -1.62525247e+15 2.53085178e+15\n", + " 2.66328998e+15 5.17388188e+15 2.56189131e+15 2.04790995e+13\n", + " 2.11888088e+15 4.70887000e+14 -2.55762634e+15 -1.30467785e+15\n", + " -1.48599289e+15 4.72353432e+14 -4.28686639e+14 1.40930283e+15\n", + " 3.42541947e+14 1.16230048e+15 2.51458382e+15 -1.98015597e+15\n", + " -1.60593195e+15 -6.98211869e+14 2.92718523e+15 -9.08665305e+14\n", + " -3.46624992e+14 1.95882501e+14 1.15131307e+15 1.15381494e+15\n", + " 1.43467291e+14 -1.36745926e+15 -1.03948564e+15 1.83098490e+15\n", + " 1.19276980e+15 -9.19223024e+14 1.32674871e+15 9.72578479e+14\n", + " 6.58518589e+14 -2.38187424e+15 -3.55058379e+14 -1.32448169e+15\n", + " 7.86419061e+14 7.98865256e+14 -3.37360288e+15 1.44393380e+14\n", + " 5.45874539e+14 -3.56693410e+14 -2.16713602e+14 3.48441078e+14\n", + " 4.61107458e+14 1.73243934e+15 1.81894127e+15 -7.92427648e+14\n", + " 8.49610761e+14 -5.25516743e+14 -6.33059036e+14 -4.69148746e+14\n", + " 3.83764226e+14 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-4.33955092e+14 -2.67864471e+15\n", + " 9.26599386e+14 -1.77237403e+15 -6.93598156e+14 -4.36554592e+14\n", + " 5.51603968e+14 1.56097029e+15 3.17249969e+15 -9.11457474e+14\n", + " 1.27858857e+15 1.56744746e+15 -2.09875095e+15 -9.49484448e+14\n", + " -1.80737581e+15 1.32169247e+15 1.56509425e+15 1.75545396e+15\n", + " 9.59779805e+14 8.65588068e+13 2.30295882e+15 -2.77633921e+14\n", + " -1.28406622e+15 7.52907868e+14 -1.63658643e+15 2.45312701e+15\n", + " 1.26192771e+15 4.82265951e+14 2.23746057e+15 2.04014744e+14\n", + " -1.76744014e+14 -5.75948945e+14 -1.06447156e+14 -6.99246036e+14\n", + " 1.60902463e+15 3.70052981e+14 1.01260435e+15 -1.67749137e+14\n", + " -1.29614840e+15 -9.16553203e+13 1.11733974e+15 -7.57108225e+14\n", + " 8.12804114e+14 -3.66055585e+15 -1.43882845e+15 -4.97833187e+14\n", + " 1.56511494e+14 -6.79499414e+14 -5.38778768e+14 4.58330189e+15\n", + " 6.46700079e+14 -4.25645331e+14 -5.34453764e+15 1.52064677e+15\n", + " -3.27250854e+14 -2.73784666e+14 -1.20984800e+15 1.36360573e+14\n", + " 1.34724874e+15 1.84435307e+14 -9.61414072e+14 1.03891152e+15\n", + " 1.51079745e+15 -2.94537963e+14 2.35875715e+15 8.82300208e+14\n", + " -1.55153845e+15 5.51443850e+14 5.57479492e+14 -1.37391643e+15\n", + " 1.28831810e+15 2.68570339e+14 2.33835204e+15 2.43008555e+14\n", + " 2.58004363e+15 1.60263949e+14 2.55299086e+14 -1.12195938e+14\n", + " -1.51597620e+15 -1.77059301e+15 3.02402326e+14 1.62851835e+15\n", + " 7.58670244e+14 1.21681479e+14 -1.65829252e+14 1.07939658e+15\n", + " 3.41651412e+15 5.92609833e+14 -5.56143555e+14 -3.71431689e+14\n", + " -2.14683282e+15 1.88160282e+15 -1.61587629e+15 2.36737393e+14\n", + " 4.21474556e+14 -1.64330164e+14 1.00456281e+15 2.54813951e+14\n", + " -1.46533302e+14 5.97707203e+14 -1.52774259e+15 6.64121790e+14\n", + " 1.00414729e+15 6.64446118e+14 -4.36215838e+15 1.37647225e+14\n", + " -1.30845704e+14 -5.92050984e+14 -1.16436606e+14 -1.79556015e+15\n", + " -7.64361610e+14 5.67758086e+14 1.48077370e+15 4.37990137e+15\n", + " 4.79363937e+14 9.13527945e+14 2.18051384e+14 2.51722249e+14\n", + " -8.93435677e+14 -2.00306288e+15 6.32387393e+13 -1.12961435e+15\n", + " -1.26756456e+14 3.96191111e+14 5.80229303e+15 3.00737290e+14\n", + " -1.91484737e+15 7.36097437e+14 -8.77582796e+14 1.23341733e+15\n", + " -4.53177307e+14 -1.29863834e+14 9.31968190e+14 1.39326925e+14\n", + " 5.59251206e+14 -4.97327884e+14 -1.06050381e+15 8.15560342e+14\n", + " 2.18125819e+15 9.98593489e+14 -2.07982577e+14 8.16192419e+14\n", + " 1.51148233e+15 -2.30237364e+14 -6.92369688e+14 -2.78001866e+14\n", + " -4.18664059e+15 -1.44680740e+15 1.95223553e+14 -2.69686098e+14\n", + " 2.08228197e+15 4.94764125e+14 -1.41163568e+15 -1.65483466e+15\n", + " 2.74111932e+14 -1.77117782e+14 -2.75567666e+14 -1.27575025e+15\n", + " 1.16197297e+15 1.47002705e+15 -4.28564338e+14 1.30934299e+14\n", + " 2.59571754e+15 -8.30637835e+14 5.40211707e+14 1.02751629e+15\n", + " 8.16603319e+13 1.34010595e+15 -1.48482140e+15 6.67536899e+13\n", + " 9.71435885e+14 4.22793144e+15 6.50357990e+14 -5.15000981e+14\n", + " 1.39792095e+15 7.02196588e+15 9.02664847e+14 1.28073462e+15\n", + " 3.89875808e+14 2.08426872e+15 -6.68192253e+14 -5.50032190e+14\n", + " -3.82173402e+13 3.71796871e+13 4.15825292e+14 -9.15640136e+14\n", + " -1.49865947e+14 1.74120644e+15 -6.37736240e+14 4.81353487e+15\n", + " 6.99374857e+14 1.82417818e+15 3.77927353e+14 -8.17046858e+14\n", + " -1.24021277e+15 -7.20728915e+14 1.18007461e+15 5.11898224e+14\n", + " -1.00005594e+14 -1.72570563e+15 1.15867275e+15 1.31377227e+15\n", + " 2.52588549e+13 6.42103751e+15 2.69336011e+14 -2.95211753e+14\n", + " 1.12559433e+15 -1.40696840e+15 -8.36836130e+14 -8.73031714e+14\n", + " 6.93096725e+15 9.01045189e+14 2.07672056e+15 2.52471791e+15\n", + " -9.16474820e+14 -2.14438831e+15 -7.38565354e+14 5.48863641e+13\n", + " 1.87056578e+15 -1.92539291e+15 -1.86283997e+15 3.88881420e+14\n", + " 2.24099456e+15 -6.77355400e+14 3.64321109e+14 9.39518566e+14\n", + " -2.02204812e+15 1.77328438e+15 -6.67496809e+14 3.00320067e+15\n", + " 1.74459802e+14 5.39266967e+14 5.73206454e+14 -3.37302067e+15\n", + " -1.87472331e+14 9.55529960e+14 -1.02720873e+15 -1.63607739e+15\n", + " -8.95724734e+14 4.92693946e+13 -1.89854548e+14 4.10614071e+14\n", + " 2.10280122e+14 1.61414056e+15 1.76324904e+15 -3.00625429e+15\n", + " -6.71292500e+14 -2.07935504e+14 3.20434151e+15 -4.42680788e+15\n", + " -4.27343090e+15 1.02415193e+15 9.34193354e+14 1.59498629e+15\n", + " 2.20586928e+14 8.35544540e+14 -2.36810699e+15 2.01121575e+15\n", + " 9.14006972e+14 -1.05406869e+15 4.85309645e+14 -8.04353270e+13\n", + " 4.92983139e+14 1.08644093e+15 -7.85726043e+14 -7.36198977e+14\n", + " -3.39730291e+15 -2.81508877e+15 -1.67850940e+14 2.28970324e+15\n", + " 2.40022483e+15 5.29441357e+14 1.40288165e+15 -1.52440175e+15\n", + " 1.49387571e+15 -1.12208604e+15 -1.53602548e+15 7.06916001e+14\n", + " 7.87718373e+14 1.18617202e+15 2.06606239e+13 1.10534722e+13\n", + " -6.53130322e+15 -8.27131519e+15 7.36671361e+13 -1.98647706e+15\n", + " -6.98071341e+14 8.74395333e+14 -6.07829911e+15 -1.81700395e+14\n", + " -3.92567706e+15 2.22255936e+15 1.54808767e+15 5.11466282e+15\n", + " -1.63054982e+15 -1.28361510e+15 4.24445497e+15 -6.11062455e+14\n", + " 2.14229946e+13 -1.47370089e+15 5.50336033e+14 -3.97611373e+14\n", + " 3.04355666e+15 -2.81709144e+15 -8.81703353e+14 -2.46168679e+15\n", + " 2.14337458e+15 -1.92083325e+15 1.18065297e+15 5.52290312e+14\n", + " 9.62596658e+14 9.55332985e+14 1.62558282e+15 -1.50579024e+15\n", + " 3.80332021e+15 3.00545280e+15 6.09200774e+15 -2.17592740e+15\n", + " -7.76100706e+14 3.42148665e+14 -1.94970265e+14 9.02447909e+14\n", + " 1.51474972e+15 1.03741178e+14 5.06022305e+14 5.78738095e+14\n", + " 1.60406581e+15 -2.59648445e+14 -3.51532778e+15 9.19882880e+13\n", + " 1.78663485e+15 -4.07867779e+14 2.26102597e+15 6.37221069e+14\n", + " -6.77074817e+15 1.83721761e+13 -7.25306968e+14 1.71164395e+14\n", + " -7.24778410e+14 4.53599692e+15 4.71763801e+12 -1.33347547e+14\n", + " 4.20101286e+14 -2.39365033e+15 -8.02535872e+14 -2.29827352e+15\n", + " 1.01948557e+15 -2.13281287e+14 -9.75880653e+12 -1.81452624e+15\n", + " -1.42089759e+15 -1.13313614e+15 9.34952699e+13 -8.20414190e+13\n", + " 1.34280173e+15 -8.03679066e+14 2.71245019e+15 2.06448836e+15\n", + " -7.66633482e+14 1.02215594e+14 3.83898386e+15 -1.17310952e+15\n", + " -3.64153791e+14 2.55453274e+14 1.07496311e+15 -2.00751318e+15\n", + " 3.35130157e+14 1.62363148e+15 -1.02499039e+14 1.20919030e+15\n", + " 1.00356997e+15 -7.04384023e+14 -3.17280941e+15 6.83918244e+14\n", + " -2.32839440e+14 4.92678636e+15 -1.66933277e+14 1.26897498e+15\n", + " 1.34461208e+15 4.48462257e+13 -2.23502558e+13 -8.92537464e+14\n", + " -6.73379783e+14 -1.69016898e+14 -3.08999442e+14 7.10477363e+14\n", + " -7.00707623e+14 6.51777200e+14 9.51545754e+14 -1.71465708e+14\n", + " 4.63152259e+14 -8.43886194e+13 -3.27077527e+14 -1.36970578e+15\n", + " 4.07937924e+14 -1.12983563e+15 8.79570520e+14 -3.13753948e+13\n", + " -2.55674543e+14 -1.11047442e+15 1.01700943e+14 1.22730558e+14\n", + " 2.19407517e+13 -7.94221148e+14 -1.53985690e+15 2.52870781e+14\n", + " 5.44114750e+14 -1.07285672e+15 -4.51169494e+13 1.02605235e+15\n", + " -9.35629142e+13 1.55953458e+15 -3.23563771e+14 -2.89894436e+15\n", + " -2.90402274e+14 5.59153315e+14 1.45705887e+14 -2.10788275e+14\n", + " 6.10550063e+14 1.86927613e+14 3.31809619e+14]\n", + "Found 3782 total galaxies in catalog for cluster 2678\n", + "[ 9.25944092e+14 -1.88387943e+14 1.91406216e+15 ... 5.15689713e+14\n", + " -2.05381872e+14 3.60051216e+14]\n", + "Found 1069 total galaxies in catalog for cluster 4643\n", + "[-5.99630745e+13 -7.36530050e+14 2.36650839e+14 ... 1.95681960e+13\n", + " -2.83152979e+14 1.11416530e+15]\n", + "Found 432 total galaxies in catalog for cluster 5084\n", + "[-5.15901487e+14 1.17142820e+15 -5.82578956e+14 -1.38432340e+15\n", + " -1.39679767e+14 7.19948795e+14 -6.83185214e+14 -1.25042296e+13\n", + " 1.56953218e+15 -1.30269512e+14 3.00169261e+14 4.88160414e+12\n", + " -4.54343393e+15 -1.18176245e+15 -1.67578529e+15 2.12006805e+15\n", + " -4.08701942e+15 -9.09413912e+15 2.71568862e+14 4.84152276e+15\n", + " -2.06626547e+15 -5.99072528e+14 5.97204342e+14 1.00159122e+15\n", + " 5.40954505e+15 3.00027873e+14 -6.35487576e+14 -2.13133405e+15\n", + " -6.38313336e+14 6.49081957e+15 1.33458525e+15 -2.72701761e+15\n", + " -2.03551424e+14 2.44767416e+15 2.03212715e+15 -8.51492266e+14\n", + " -5.73593096e+15 2.01841519e+15 -2.20554086e+15 4.18610703e+14\n", + " -4.23650801e+14 2.21816217e+15 6.20406881e+14 1.50206083e+15\n", + " -2.54962453e+15 8.43501008e+12 -1.31374189e+14 5.91765058e+15\n", + " -6.14085344e+15 -4.75441240e+14 -5.11006951e+15 1.49314128e+15\n", + " -5.74678991e+15 1.23005028e+15 -6.28620248e+14 7.53364476e+15\n", + " 1.65377922e+15 5.00341493e+14 9.53580226e+14 -6.56735959e+15\n", + " -1.68220493e+15 -1.78629458e+15 6.58981296e+15 -2.73866058e+15\n", + " -5.42392945e+15 -2.14153047e+15 -2.07268244e+15 -4.74128775e+15\n", + " 8.84364026e+14 -1.57013163e+15 3.46594797e+15 1.48384352e+15\n", + " 1.31731791e+15 4.77787781e+15 -4.38462338e+15 2.53359983e+15\n", + " -4.16829196e+15 4.94253133e+14 2.94845031e+15 -4.68482027e+15\n", + " -2.90604490e+15 -1.60265388e+15 2.82378338e+15 2.75676101e+15\n", + " -5.01903093e+14 3.57873309e+15 -4.60873973e+15 -1.24552792e+15\n", + " -6.08167162e+15 -3.32749667e+15 -2.57489844e+15 7.46613580e+13\n", + " -4.04219881e+15 3.51772382e+15 -3.68701813e+15 7.77632013e+14\n", + " -5.47089063e+14 3.93537610e+15 -2.30952735e+15 -4.27426658e+15\n", + " 9.27766882e+13 3.37851842e+15 -1.34251359e+15 3.29700128e+15\n", + " -1.23350615e+15 6.35981434e+15 9.89177345e+14 -2.98655473e+14\n", + " -3.30505750e+14 8.81298933e+14 3.57613572e+15 -5.98283214e+14\n", + " -1.61188455e+15 -2.36347299e+14 -1.79160088e+15 -3.36122693e+15\n", + " 7.31400455e+15 2.41956856e+15 3.99765442e+15 -5.66064399e+15\n", + " -8.41026718e+14 -1.51561768e+15 2.56587007e+15 -2.18788506e+15\n", + " 2.73629619e+15 1.29958687e+15 4.55866671e+15 1.18101934e+14\n", + " 4.35343308e+15 7.08147418e+14 4.62196897e+14 -6.90247737e+15\n", + " 7.59026683e+14 -3.87295570e+15 -2.92656219e+14 -3.85606099e+15\n", + " -3.53783182e+15 -2.29787583e+15 -1.39273408e+15 -3.17720245e+15\n", + " 3.21630355e+15 -2.91882203e+15 1.74279887e+15 -2.37021906e+15\n", + " 7.22841233e+14 3.77532382e+14 1.80074415e+15 -3.64116188e+14\n", + " 1.28560855e+15 -1.36095067e+15 6.58110276e+14 7.46784722e+14\n", + " -1.76135916e+15 1.28189007e+15 -1.53279147e+15 -3.02732467e+15\n", + " 1.88680297e+15 4.75873967e+15 -3.11763476e+15 -1.13986327e+14\n", + " -1.57930691e+15 1.78820640e+15 -8.88293065e+14 -1.18653215e+15\n", + " -1.22444689e+15 3.82270558e+15 2.16797704e+15 -1.11308935e+15\n", + " 2.13509785e+14 8.87945894e+14 -2.83871003e+15 -4.40436949e+15\n", + " 1.91556312e+15 8.38658131e+14 3.01353302e+14 1.04964051e+15\n", + " -2.22038317e+15 6.30789305e+14 2.05916481e+15 3.12404758e+15\n", + " 2.74174348e+15 -3.76128730e+15 2.01698483e+15 -4.96740100e+14\n", + " -9.79742998e+14 7.58511586e+15 -2.92037974e+15 -1.64953727e+15\n", + " -2.38698055e+15 -1.55954023e+15 -4.01866698e+15 7.38442557e+15\n", + " -2.29876092e+14 -6.61905051e+14 1.22648329e+15 -1.69936002e+15\n", + " -7.13624769e+14 -1.90332642e+15 -1.58065886e+15 7.64765074e+14\n", + " -9.99972753e+14 6.04872495e+14 8.77827738e+14 1.26267601e+14\n", + " -3.17510164e+15 -3.57176311e+15 -2.45926951e+14 4.91173000e+14\n", + " -1.38463976e+14 2.11423243e+15 3.24845997e+15 2.27662673e+15\n", + " -5.19092437e+14 3.50085368e+14 -1.71460702e+15 -1.30911972e+15\n", + " 2.64560141e+15 1.18012733e+15 2.58562096e+15 -4.58593012e+15\n", + " 1.07981875e+15 -4.58600369e+15 -2.92982035e+15 -4.78472387e+15\n", + " 1.73997524e+15 -1.46995949e+15 4.72596536e+14 -3.34917847e+14\n", + " -2.26777384e+14 -1.37460822e+15 -9.35259527e+14 1.38566258e+15\n", + " -7.72099738e+14 -1.57834205e+15 -3.66141173e+15 2.41528298e+14\n", + " -3.94592432e+14 1.44930947e+15 1.15728851e+15 4.46839290e+14\n", + " 8.00040101e+14 3.63779170e+15 7.01409245e+14 2.30333140e+15\n", + " -2.03840729e+14 -2.20652400e+15 -1.66005712e+15 2.92769861e+13\n", + " 3.13893528e+14 -7.38509846e+14 2.45611336e+15 8.30851037e+14\n", + " -3.27142446e+14 -2.32072878e+14 2.59501271e+14 -2.02684689e+14\n", + " 2.87041068e+14 1.84141466e+15 2.55115524e+15 6.26129921e+14\n", + " 8.09249765e+13 -4.79337100e+14 -3.35078644e+14 -1.13140609e+15\n", + " 2.97499528e+14 2.30369841e+15 9.59882972e+14 -5.41151143e+14\n", + " -4.22865423e+14 1.59064249e+14 -1.33916013e+15 4.20759663e+14\n", + " -1.87034434e+14 3.00769756e+15 1.50089061e+15 1.45878941e+15\n", + " 1.51022046e+15 -2.42061025e+15 -9.11990304e+14 -1.16869453e+15\n", + " -3.64460496e+14 -1.46214458e+15 9.95917386e+14 1.84370973e+15\n", + " 1.61191523e+15 2.67572361e+15 2.08151228e+15 6.17833917e+14\n", + " 2.77000871e+15 -2.53826455e+15 9.36006933e+14 -2.24931513e+15\n", + " 3.04811189e+14 8.23339520e+14 7.31658094e+14 -6.98643896e+14\n", + " 6.68545663e+14 -5.11585204e+14 1.51436068e+14 8.28988759e+14\n", + " -9.45031274e+14 -1.19527432e+14 1.66665442e+14 -1.06184994e+15\n", + " 1.82325601e+15 -2.45382063e+15 5.39916306e+14 5.05105105e+15\n", + " 6.55859293e+14 -9.69691447e+14 1.52805828e+15 -1.51034309e+15\n", + " -3.10074770e+14 -2.60686900e+14 9.47399235e+14 -1.10513995e+15\n", + " -9.60395703e+14 -1.51495784e+15 5.98104706e+14 -3.09768668e+15\n", + " -1.28030683e+15 1.03149516e+15 3.22173443e+14 1.92028186e+15\n", + " -1.53492480e+15 -2.36350128e+15 -2.36617553e+15 -1.94319900e+15\n", + " 4.02420076e+14 -1.41598583e+15 -5.95477209e+14 -1.36805815e+15\n", + " 1.51610377e+15 -2.76220987e+14 -2.13731697e+15 6.32469568e+14\n", + " 7.29731995e+14 1.52773155e+15 -2.01556932e+15 4.01856561e+14\n", + " -9.97949155e+14 4.36314421e+14 -2.70537723e+14 -3.77778760e+14\n", + " 8.82907710e+14 4.96418148e+15 4.55107251e+14 -1.85607406e+15\n", + " -5.14789157e+14 8.47084019e+14 2.88566735e+15 -1.56155696e+15\n", + " 1.10001976e+15 2.10085329e+15 1.09229599e+15 -1.19195671e+15\n", + " -1.21793207e+15 1.29871352e+15 1.86721407e+15 -1.78226153e+15\n", + " 1.36578500e+15 1.86855221e+15 1.02627173e+15 -2.79908201e+15\n", + " 1.81978380e+15 3.40409141e+14 -1.01129158e+15 8.85859388e+14\n", + " -1.99735549e+15 -2.94171854e+14 -8.46105077e+14 2.64722808e+14\n", + " 5.14257675e+15 1.15586899e+15 -2.46504825e+15 1.44058140e+14\n", + " 9.03646150e+14 -3.45794941e+14 -1.00300474e+15 1.35846633e+15\n", + " 2.45443722e+13 -1.24317622e+15 4.71165345e+14 -1.15106149e+15\n", + " 2.06319282e+15 3.51437571e+15 -3.45357969e+15 -7.09353223e+14\n", + " 7.94842479e+14 -1.72744655e+14 1.59566293e+15 7.89181732e+14\n", + " -7.87030466e+14 -6.63350873e+14 1.96211926e+14 3.21757749e+15\n", + " 7.96268696e+14 -1.19901843e+14 -4.02021719e+14 1.89065923e+15\n", + " -5.33385428e+14 -4.80253561e+14 -9.45903991e+13 1.96828060e+15\n", + " -2.79331144e+13 -2.78711018e+14 -5.93826545e+14 3.22537925e+14\n", + " 1.78621381e+15 -4.50335588e+14 -5.99328759e+13 5.79517759e+14\n", + " -1.00814868e+15 1.40240961e+15 -9.86918021e+14 3.08146990e+14\n", + " -2.29900348e+15 -5.77319943e+14 -9.40411054e+14 1.38990429e+15\n", + " -6.86808690e+14 5.89611592e+14 -4.10960280e+14 4.38114217e+12\n", + " 1.75718365e+15 -4.28775905e+14 1.66450018e+14 -1.30672418e+14\n", + " 1.22471521e+15 -2.26846335e+14 -1.49107848e+15 1.04019695e+15]\n", + "Found 2149 total galaxies in catalog for cluster 4434\n", + "[-3.58023393e+14 1.30607695e+15 -1.08175630e+15 ... -8.69230062e+14\n", + " 1.37952325e+15 -7.48411916e+14]\n", + "Found 1830 total galaxies in catalog for cluster 3939\n", + "[-4.44881446e+14 -1.09379331e+15 -8.99975438e+14 ... -3.87649513e+14\n", + " -7.13205168e+13 2.32983673e+13]\n", + "Found 4496 total galaxies in catalog for cluster 6139\n", + "[-1.14152640e+15 2.16065938e+15 -1.91014153e+14 ... 5.50144037e+14\n", + " 1.37525512e+14 4.45825489e+14]\n", + "Found 1511 total galaxies in catalog for cluster 4709\n", + "[-8.77950940e+14 -1.02066315e+15 -2.51338506e+14 ... -1.30756040e+14\n", + " -5.27086192e+14 -7.24151444e+14]\n", + "Found 3903 total galaxies in catalog for cluster 7121\n", + "[-7.24692277e+14 -4.09548471e+15 -1.10981752e+15 ... -3.99494831e+14\n", + " -1.92432930e+14 6.87788183e+14]\n", + "Found 3294 total galaxies in catalog for cluster 8547\n", + "[-7.94004692e+14 -3.47063827e+15 -1.05108819e+15 ... -5.59177887e+14\n", + " -1.57847543e+14 5.30097072e+14]\n", + "Found 819 total galaxies in catalog for cluster 8685\n", + "[-8.69700884e+13 2.19842138e+14 1.17135093e+15 -1.92833768e+15\n", + " 4.41988934e+14 -5.97902411e+14 1.37330315e+15 6.09548427e+12\n", + " 4.78023811e+14 -6.46448357e+14 -4.08069547e+14 -1.15437029e+15\n", + " 7.08067855e+14 -1.12711077e+15 -2.21054985e+14 -5.16527750e+14\n", + " -4.35538506e+14 2.65539436e+14 1.11606312e+15 4.97713185e+15\n", + " 4.36102639e+14 -4.36169169e+15 2.08239337e+15 1.70196241e+15\n", + " 1.58450890e+15 -5.65309990e+14 -1.87851331e+15 -3.03325844e+15\n", + " -2.38537973e+15 1.19866031e+15 7.06944067e+14 -7.38666977e+14\n", + " 6.34815566e+14 -5.68003011e+14 1.27661571e+15 -4.07141470e+15\n", + " -5.62504059e+15 -1.80537329e+15 2.90267626e+14 1.24729637e+14\n", + " 6.76523583e+15 7.10343820e+13 2.53964561e+15 -4.71507411e+14\n", + " -1.10172839e+16 9.54211381e+14 1.33943829e+15 -2.69529039e+15\n", + " 1.12619980e+15 1.00496631e+15 2.87583636e+14 3.76133370e+14\n", + " -1.16124799e+13 -5.37230542e+15 2.42790667e+15 -1.84471469e+14\n", + " 1.20737058e+15 8.88581571e+14 1.29685758e+14 7.00135159e+15\n", + " 2.34593956e+14 1.40175358e+15 -2.12323359e+15 -4.28835492e+14\n", + " 1.19010851e+16 6.98169550e+14 -1.25951120e+16 7.42961267e+14\n", + " 9.42340008e+14 -1.96489962e+15 -3.90030828e+15 -1.27761761e+15\n", + " 6.77396817e+14 1.27810007e+15 4.37438979e+15 -1.11890464e+15\n", + " 3.58712254e+15 -8.98242125e+13 3.23930742e+15 -3.51111630e+15\n", + " 2.54623923e+15 7.58654857e+14 -2.90412993e+15 -2.87819091e+15\n", + " -2.77660334e+15 1.94180533e+15 6.70328138e+15 -4.49463555e+15\n", + " -4.43106083e+15 -8.21296125e+14 -6.40205546e+15 -5.07084590e+14\n", + " 3.96669607e+15 1.97289365e+15 3.32635207e+15 2.41620529e+15\n", + " -1.32395085e+14 9.32212699e+14 -9.21971685e+14 2.22022479e+15\n", + " -3.69562071e+15 -1.21132891e+15 -5.48051395e+15 -1.83399696e+15\n", + " 2.43866643e+15 -3.20708003e+15 -3.11173893e+15 9.63092412e+14\n", + " 2.91785204e+15 3.35762483e+15 2.40070344e+15 1.70692392e+15\n", + " -1.11680096e+15 -1.85505720e+15 7.58744736e+15 9.91550368e+13\n", + " 4.59962542e+15 -3.42146046e+13 3.78247423e+15 2.87032698e+15\n", + " 5.75961737e+15 -2.95901205e+15 1.91101569e+15 6.63734132e+15\n", + " 2.27810617e+15 -1.69592223e+15 2.19756121e+15 -3.43999319e+15\n", + " 7.51459410e+15 3.41266727e+14 5.18306768e+15 -1.88021847e+15\n", + " -3.11951399e+15 1.70170567e+15 -5.48461984e+15 -5.97968889e+15\n", + " 6.74614582e+14 -1.69054742e+15 -2.95527109e+15 -2.04267810e+15\n", + " -7.56831387e+15 2.60418474e+15 1.49439854e+15 -5.36918255e+14\n", + " -4.77116137e+15 -5.28109760e+15 -6.20624144e+14 -5.24905305e+13\n", + " -1.37812983e+15 6.41527591e+14 -8.70962952e+14 -1.24371290e+15\n", + " -5.87728300e+14 -8.86614171e+14 -7.27707269e+13 -2.81660314e+15\n", + " 8.43693237e+14 3.30593536e+15 1.00983360e+16 -3.29883407e+15\n", + " -4.63737921e+15 -5.70087887e+15 -2.71500833e+14 1.83701589e+15\n", + " 6.90225666e+15 1.74188169e+15 2.42862930e+15 1.29061788e+15\n", + " -1.24461502e+14 1.54098071e+15 -3.94696411e+15 -3.03277035e+14\n", + " -4.54993129e+14 2.47494167e+15 -1.27320527e+14 -3.19582631e+15\n", + " -6.04660293e+15 1.31369252e+15 -1.75028333e+14 -3.36256008e+13\n", + " 3.76671521e+14 -2.18291586e+15 -6.14232779e+12 3.75753870e+15\n", + " -1.06001022e+15 8.99849893e+14 -6.05755261e+15 -3.37461089e+14\n", + " -2.34546277e+15 -8.05379681e+14 1.25339873e+15 -1.94121418e+15\n", + " 5.77324051e+14 -3.40938957e+15 -1.94887724e+14 2.83854981e+14\n", + " 8.33466582e+15 5.87537362e+15 1.88507919e+15 5.07857811e+15\n", + " 2.28017501e+15 1.43790817e+15 2.18865525e+14 2.91234484e+15\n", + " 2.08782827e+15 -1.17273310e+14 -2.70034822e+15 -1.20111351e+15\n", + " -1.20698756e+15 1.16921722e+15 6.71095028e+15 -8.31305220e+14\n", + " -4.85937006e+14 -3.87609317e+14 -3.26774772e+14 2.91192573e+15\n", + " -2.83063362e+15 6.07033312e+15 -3.67554177e+15 4.35789856e+14\n", + " 4.34598150e+15 -8.62989228e+14 3.06889412e+14 -2.09514639e+15\n", + " 1.67136761e+15 -8.29660467e+15 2.92705904e+15 -2.54056158e+14\n", + " -1.36433995e+14 -1.50707203e+15 2.36164030e+15 2.42776544e+14\n", + " 3.57930601e+15 4.50381225e+14 -1.23024909e+15 -6.27122379e+15\n", + " -4.37355420e+15 -2.07040114e+15 2.30849723e+14 8.98599958e+14\n", + " 4.97262478e+14 -2.05240579e+13 5.24154213e+14 -1.96222660e+15\n", + " 2.14898933e+15 -3.24563933e+14 4.29989975e+15 3.34606636e+15\n", + " -1.20167089e+15 -3.67893797e+15 -2.37841502e+15 3.87537144e+14\n", + " 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1.99998613e+15 3.20897657e+14 -2.91654658e+15\n", + " -4.89884972e+14 6.94615446e+14 -5.93750540e+14 -2.90232665e+15\n", + " 2.36297987e+14 -1.18389690e+16 2.12367171e+15 5.12214080e+15\n", + " -1.58060239e+15 -2.27998204e+15 2.39225369e+15 -1.38441024e+15\n", + " 1.28208757e+15 2.09306936e+14 -1.01214199e+16 -3.42115993e+15\n", + " 2.32105310e+15 -4.71068446e+14 -3.44675537e+14 -1.82635415e+14\n", + " -4.51215397e+14 3.01697243e+15 7.77862027e+14 3.88180412e+14\n", + " -1.57677861e+14 6.70344967e+13 -1.78820552e+15 -3.38329869e+15\n", + " -3.73676012e+15 -2.06796163e+14 -3.55683130e+14 -6.09836133e+14\n", + " 3.00495177e+13 -7.95666964e+14 3.52375655e+15 -1.46593566e+14\n", + " -1.02547387e+15 3.01530577e+14 -2.07571051e+14 -1.50256827e+15\n", + " 1.83366044e+15 -1.75401408e+14 -3.48883942e+15 2.21269141e+15\n", + " 2.62563435e+15 -1.95339172e+15 1.82696309e+15 -1.01672090e+15\n", + " -1.79601203e+14 -1.60655307e+15 -3.15707813e+15 -4.44677942e+15\n", + " 1.75625685e+15 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-4.02270905e+14 -2.74124985e+14\n", + " -1.10138426e+15 1.25275970e+15 4.25603035e+14 2.08791885e+15\n", + " -6.73608903e+13 2.89436056e+15 2.26574299e+15 -3.27881423e+15\n", + " -2.13297729e+15 3.96567959e+15 2.72980120e+14 7.42589692e+14\n", + " 1.20632613e+15 6.37809063e+14 -5.13529273e+13 2.30359651e+15\n", + " -7.11875524e+14 -4.26137280e+15 3.26373173e+15 8.34768834e+14\n", + " 2.39837183e+14 -2.03031191e+15 -2.04028547e+15 3.04270062e+15\n", + " -1.21232919e+15 1.12373649e+14 1.29919242e+14 -3.39558254e+15\n", + " -7.57355490e+14 -2.37317261e+15 1.63634230e+15 1.15883489e+15\n", + " -3.42720122e+15 -4.10973069e+14 -2.36978479e+15 9.72527146e+14\n", + " 5.60152439e+15 5.37602395e+14 4.09139968e+14 -3.28453836e+15\n", + " -3.60457525e+15 -3.21689187e+15 2.20886947e+15 1.31082513e+15\n", + " -9.62978681e+14 -1.41829559e+15 2.39892672e+14 2.54940281e+15\n", + " -7.99548345e+14 5.54784664e+14 -6.15070093e+14 -1.38416323e+15\n", + " 1.85917311e+15 -1.28645975e+15 4.49125686e+14 -4.60683681e+14\n", + " -1.86716661e+15 -5.44757373e+15 -3.36880759e+14 4.75599453e+14\n", + " -8.03407441e+14 6.76409695e+14 -1.94060444e+14 9.42323485e+14\n", + " 2.19110154e+15 2.69611589e+13 -2.45557242e+14 -2.13186499e+14\n", + " -1.30685095e+15 -7.35522388e+14 -2.63042596e+15 -2.03025132e+15\n", + " -1.13992496e+15 -1.40480899e+15 2.31709276e+15 -1.19758150e+15\n", + " 1.39409638e+15 -1.87372095e+15 -1.95502858e+15 5.33298130e+14\n", + " 1.28992695e+15 3.94704910e+14 8.08459282e+14 2.40488267e+15\n", + " -1.23346760e+15 -2.96136130e+14 1.43339532e+15 9.01218896e+14\n", + " 1.69990780e+14 1.21452996e+15 2.50094724e+15 -3.87647353e+15\n", + " 1.52504774e+15 -1.15021502e+15 3.06192573e+14 1.08062586e+14\n", + " -3.22486390e+14 1.22237993e+15 9.42361598e+14 -9.05108573e+14\n", + " 9.18599362e+14 6.01072656e+14 -2.23949867e+14 -3.28539759e+15\n", + " 2.39765677e+15 8.66624333e+14 1.96303151e+15 4.00576019e+14\n", + " 1.66600693e+15 2.89202217e+14 4.60826006e+14 9.47445574e+14\n", + " 7.78365028e+14 2.65383541e+14 -4.47005201e+14 4.79797846e+14\n", + " -5.61996312e+13 -1.19979182e+15 7.36577238e+13 1.04870009e+15\n", + " 7.85071039e+14 7.62417573e+14 1.07534288e+15 -1.30507377e+15\n", + " 1.50322929e+14 -1.06236569e+14 2.33603358e+14 6.94028114e+14\n", + " -4.56371691e+14 -1.33689376e+15 5.95425659e+14 2.80969693e+14\n", + " -1.05044396e+15 -1.13942973e+15 -3.86187943e+14 -7.17835578e+14\n", + " -5.80713424e+14 -1.49761727e+15 8.63280837e+14 8.06397649e+14\n", + " 2.51443959e+15 -6.60445000e+14 -5.92992005e+13 -1.88576082e+14\n", + " -2.29324039e+14 -1.62610977e+15 2.18643149e+14 3.24046033e+14\n", + " 1.16909634e+15 1.08038097e+15 -4.80457892e+14 2.32274745e+14\n", + " -3.18922196e+14 2.59692803e+14 2.98084365e+14 2.50814913e+14\n", + " -8.38591568e+14 -1.84057301e+14 -6.19944997e+14 -1.45881190e+15\n", + " 2.55468327e+14 -1.33187485e+14 8.25177850e+14 3.69597471e+14\n", + " 1.32057484e+14 1.21314576e+15 8.86641017e+14]\n", + "Found 626 total galaxies in catalog for cluster 8995\n", + "[-6.81421407e+14 -6.78131153e+14 1.09081744e+15 8.68477306e+14\n", + " 1.15290118e+15 1.79202973e+14 5.38153343e+14 -1.01196924e+12\n", + " 7.06103116e+14 -1.14362223e+16 2.13259006e+15 5.77405564e+14\n", + " -2.22498618e+15 -3.12580357e+12 -1.12357406e+15 2.26188570e+15\n", + " -7.37593956e+13 -5.03350514e+15 1.25013839e+14 2.95544462e+15\n", + " -1.41003121e+15 7.83353883e+14 -2.28311482e+15 -5.64101499e+15\n", + " -8.17283351e+14 -2.23812214e+15 -2.65149094e+15 -5.88321883e+15\n", + " -3.74142490e+15 -2.69264024e+15 -3.09086226e+15 3.41756769e+15\n", + " -1.92080018e+15 -1.78835920e+15 1.36073722e+15 2.85926986e+15\n", + " 8.06536230e+15 2.50730489e+15 1.91472746e+15 9.85213781e+14\n", + " -1.30102234e+15 -1.58154310e+15 -7.43456894e+14 1.74391731e+15\n", + " 1.32154824e+14 -2.44987231e+14 -5.23366279e+14 -8.58801931e+14\n", + " -9.51457499e+14 6.47617982e+14 1.66574543e+15 -3.44502533e+14\n", + " -7.70675451e+15 -2.77764602e+15 7.29350552e+15 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1.88619924e+15\n", + " 9.80982814e+14 1.90427018e+15 -9.72675148e+14 -3.83781290e+14\n", + " -9.10296726e+14 8.11694919e+13 4.48552009e+14 8.03567992e+14\n", + " 1.28971931e+15 -1.21286694e+15 1.04969645e+15 -4.10196477e+15\n", + " -2.77357373e+15 7.17251380e+14 8.20613282e+13 1.74449486e+15\n", + " -2.79296787e+15 2.86701103e+14 -1.10328695e+15 -7.30755353e+14\n", + " -6.71740895e+14 -1.45243018e+15 -7.80686130e+14 8.01618927e+14\n", + " 2.01297805e+15 -2.38295285e+15 -1.54338133e+14 -1.17103173e+15\n", + " 1.04804579e+14 1.80288133e+15 -2.51164600e+13 2.16697868e+14\n", + " 2.57534500e+15 -5.02762348e+15 -4.45604628e+14 -1.60752906e+15\n", + " 5.90042853e+14 8.96377260e+14 -8.70712937e+14 1.74318136e+15\n", + " -2.68838745e+15 2.08800327e+15 -5.86955624e+14 3.54598289e+15\n", + " 1.03845861e+14 5.59879202e+13 3.50265478e+15 -3.76225474e+13\n", + " -1.56021653e+15 -1.36598652e+15 1.79646516e+14 -1.98263181e+15\n", + " -4.93211774e+14 -3.85625707e+14 8.72797299e+14 -9.88670663e+14\n", 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1.13192167e+15 2.52810910e+15 -1.25186281e+14\n", + " 5.26638933e+14 6.31023994e+14 -1.60010840e+14 6.65543126e+14\n", + " 1.00542867e+15 2.11631920e+13 -2.53097060e+15 -2.17647684e+14\n", + " 4.09594395e+15 2.30060626e+15 -2.20006816e+14 -7.51452742e+14\n", + " -1.31248242e+15 8.07429336e+14 3.48332876e+15 6.30435221e+14\n", + " 5.62100191e+14 -1.66337813e+15 -4.22160429e+12 7.41470236e+13\n", + " -7.30274756e+14 -3.30803349e+14 2.48774647e+14 2.29354571e+15\n", + " -3.14887334e+15 1.52891741e+15 -4.47415721e+15 -1.72910225e+15\n", + " 4.93855632e+14 -1.20612484e+15 -2.23576302e+15 2.43523083e+15\n", + " -4.76712662e+14 1.28965662e+15 2.13588812e+15 4.04566022e+14\n", + " 2.02912410e+15 -8.09177381e+14 4.87975330e+14 -1.36596440e+15\n", + " 3.11524302e+15 2.58858794e+14 -8.24146731e+14 2.36171085e+14\n", + " -6.24672272e+13 6.36290674e+14 -3.83494316e+14 1.09055701e+15\n", + " -9.19483539e+14 -2.75629232e+15 1.83175853e+15 -1.42663823e+15\n", + " 4.96426327e+15 -1.36409279e+14 2.90302958e+15 -2.36245294e+14\n", + " 2.62695225e+14 -2.09849152e+14 1.37814102e+14 -1.90738431e+15\n", + " -9.33346328e+14 -2.90894449e+14 6.08100955e+14 8.03595456e+14\n", + " -1.35817673e+15 1.41991580e+14 -2.09899333e+15 3.64399655e+14\n", + " 1.14849461e+15 -1.00137669e+15 1.43928516e+15 1.76924095e+14\n", + " -4.12730188e+14 -1.54085639e+15 -1.84966699e+14 -1.73899725e+15\n", + " -6.71256492e+14 2.93285953e+14 -1.17147635e+15 -2.49643648e+15\n", + " 7.81680468e+13 -3.67722240e+14 2.17943680e+14 1.35217918e+15\n", + " -2.12038895e+15 3.95662994e+14 -8.14559942e+14 5.11721963e+14\n", + " 1.47754354e+15 2.07822272e+14 3.64285739e+15 -5.22544350e+14\n", + " -1.87811600e+15 -4.59482484e+14 7.46764144e+14 -9.30737265e+14\n", + " -1.15505228e+15 -9.70825848e+14 1.05281322e+14 -4.93972864e+13\n", + " 1.66114700e+15 -4.30348682e+14 1.10077368e+14 -1.87759249e+14\n", + " -8.70114602e+14 2.84773473e+14 1.44098846e+15 8.81320765e+14\n", + " 7.71032863e+14 5.20330222e+15 1.21208546e+15 -1.32999579e+15\n", + " 5.66998677e+14 -1.29307135e+14 1.29085200e+15 5.46625332e+13\n", + " -4.22415509e+14 9.41764344e+14 7.20371440e+14 1.40161076e+15\n", + " -7.25738309e+14 8.63683225e+14 -1.62201027e+15 -4.04821826e+14\n", + " 4.65165850e+14 1.75766909e+15 -2.36091060e+14 1.17724329e+15\n", + " 1.29076172e+15 -2.42976977e+14 1.04870402e+15 1.77631033e+15\n", + " 1.84472376e+15 -3.87030483e+14 4.55803740e+14 1.67996593e+13\n", + " -1.44589725e+15 9.70917774e+14 -1.26734854e+15 -4.76261980e+14\n", + " 9.26337683e+14 1.06920381e+15 -8.07061187e+14 6.54623545e+14\n", + " 3.48892973e+14 -2.28819301e+15 1.01990677e+15 -5.10726555e+14\n", + " -6.35313718e+14 -8.78327239e+14 -6.14249195e+14 -1.56942744e+14\n", + " -7.30267619e+14 -4.47042634e+14 -9.12574419e+14 9.51502150e+13\n", + " -1.23377914e+13 5.26443808e+14 5.52178972e+14 -2.66208142e+14\n", + " 2.34979215e+14 -1.20691527e+14 1.40850446e+15 -6.69403091e+14\n", + " 2.04660930e+15 1.20564022e+15 -5.17563593e+14 -6.14216909e+15\n", + " -9.22223491e+14 1.30265378e+14]\n", + "Found 3589 total galaxies in catalog for cluster 7698\n", + "[-4.37621971e+14 -4.79387104e+15 7.25711994e+14 ... 1.08222274e+15\n", + " 7.83338228e+14 7.17610298e+14]\n", + "Found 6508 total galaxies in catalog for cluster 10999\n", + "[-3.08697592e+15 -2.17206412e+15 -6.63042611e+14 ... -5.82673028e+13\n", + " 9.31960139e+14 3.26618087e+14]\n", + "Found 645 total galaxies in catalog for cluster 9029\n", + "[-8.14898081e+14 -8.95429281e+14 -3.67118202e+14 -2.00607185e+14\n", + " 1.27760584e+15 1.01822586e+14 6.68429158e+14 1.14703143e+15\n", + " -1.64373408e+15 -2.27772636e+15 1.72481998e+15 1.86018864e+15\n", + " -1.49666230e+15 1.07236066e+15 7.12295069e+14 -3.30303151e+15\n", + " -2.56954558e+15 -9.11939058e+14 1.02721765e+15 -4.37540318e+15\n", + " 2.14356277e+15 5.39587940e+14 1.14451294e+15 -5.98369253e+15\n", + " -8.23959494e+14 -6.60824267e+15 1.21692996e+15 1.39266792e+15\n", + " -1.88340924e+15 -4.79125511e+14 -2.24182788e+15 -3.11556844e+15\n", + " 2.89721786e+15 -8.95140411e+14 -7.20915606e+15 -3.12453033e+15\n", + " 2.25509693e+15 -9.97542756e+14 7.86062258e+14 8.51959003e+14\n", + " 3.14244011e+15 -1.58719095e+15 -1.46424990e+14 6.50585355e+14\n", + " 3.36755827e+15 2.45395370e+15 1.15672364e+15 -3.28155755e+15\n", + " 2.64207865e+15 -2.82690141e+15 5.22347045e+15 -4.43430129e+15\n", + " 6.39647044e+14 -1.31853760e+15 5.34084570e+15 1.20964640e+15\n", + " 5.38985204e+15 4.58289315e+15 -1.06044881e+15 -3.35219292e+14\n", + " 7.71541227e+14 -2.19591869e+15 4.25756528e+14 2.37717425e+14\n", + " -6.51521714e+14 -5.50817182e+15 -2.07750669e+15 6.05186752e+14\n", + " -3.84921159e+15 2.66908545e+15 -5.09039382e+15 -1.51034346e+14\n", + " -2.48584560e+15 1.22830565e+15 -1.20556654e+15 -7.12812362e+14\n", + " -2.33470872e+15 3.68289527e+15 -7.66446814e+14 4.27608185e+15\n", + " 1.64572376e+15 -2.94235150e+15 5.01922533e+14 1.49144293e+13\n", + " -4.16007252e+15 8.17983801e+14 1.93148926e+15 6.24130494e+14\n", + 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3.87902104e+14 -7.00740769e+14\n", + " 1.47176024e+15 -2.49210544e+15 -2.03195011e+15 8.24322992e+14\n", + " 8.03916757e+14 -3.48348846e+15 7.45401047e+14 -3.46543109e+14\n", + " 1.20431667e+15 3.18638410e+15 3.13844537e+13 2.71338507e+15\n", + " -8.16315826e+14 -8.43650780e+15 3.57225575e+15 -1.27061083e+15\n", + " 1.66499726e+15 3.55783789e+14 -2.54157619e+15 -2.74523198e+15\n", + " 3.04903557e+14 3.61612157e+15 1.24627409e+15 -2.64439663e+14\n", + " -8.64535216e+14 2.14522847e+15 1.63727698e+15 -9.86115010e+14\n", + " 1.97143311e+15 -2.71727416e+14 -8.18083085e+14 -1.79582002e+14\n", + " -1.17441621e+15 4.96233966e+15 -5.68710310e+14 8.96617589e+14\n", + " -1.01137897e+15 -1.78180387e+15 2.13261154e+14 1.09391267e+15\n", + " 1.83707003e+15 -1.92538072e+15 9.43121616e+14 6.29049644e+14\n", + " -1.65533642e+15 -1.25596081e+15 -1.82511492e+15 -6.48064562e+13\n", + " 8.43633124e+14 4.85242383e+14 -2.36753543e+14 5.11388296e+14\n", + " 1.47485826e+15 1.85553625e+14 1.45657031e+15 1.32893426e+15\n", + " -2.36088172e+14 -1.34043491e+14 2.56960423e+15 1.07825984e+15\n", + " -1.30956891e+15 -2.20824286e+14 1.17554848e+15 6.65212695e+13\n", + " -1.87603452e+15 1.53445742e+15 2.49905617e+15 -2.63025553e+14\n", + " -1.95033072e+14 -2.22836836e+15 -3.45675687e+14 -5.16172388e+14\n", + " -6.83074812e+14 -1.04857555e+15 1.18434694e+15 2.32583742e+14\n", + " -7.34713026e+14 1.06597118e+14 -4.01712536e+15 -2.16172225e+15\n", + " -9.42010827e+13 2.68392621e+15 -3.21139599e+13 7.56260083e+14\n", + " 3.89612799e+14 -1.27329867e+15 2.28812305e+15 -1.55786377e+14\n", + " 5.47171212e+14 2.24398861e+14 1.02151485e+14 7.45882242e+14\n", + " 1.01122083e+15 -2.64126064e+15 1.71365831e+15 6.74169223e+13\n", + " 3.70657106e+15 1.14646374e+15 -3.44310271e+14 -5.45103737e+15\n", + " 1.38121000e+15 2.27742690e+15 -3.30209858e+15 -1.29957989e+15\n", + " 1.17228115e+15 -2.34800623e+15 7.01306758e+14 1.76524381e+15\n", + " 1.03810849e+15 -5.82205059e+14 6.85442740e+13 -2.58445330e+14\n", + " -1.93309609e+15 -1.27252469e+14 2.26418056e+14 -1.73155048e+15\n", + " -2.77874937e+15 -1.88794335e+14 2.43158957e+14 -1.63298055e+15\n", + " -9.85081482e+14 5.40227084e+14 -5.57223820e+14 2.83863858e+14\n", + " 5.62532454e+13 -1.73623646e+15 -6.56332834e+14 1.52118076e+14\n", + " -9.72623774e+14 -1.66565770e+15 -4.90717111e+15 -6.95444921e+14\n", + " -5.74858976e+14 -1.22759356e+15 -7.57981768e+14 -1.46922084e+15\n", + " -5.29710287e+14 -2.54418499e+15 2.09547157e+15 -1.10976719e+14\n", + " -1.21332876e+15 1.35482523e+14 -8.89892187e+14 1.01073523e+15\n", + " 1.64852725e+15 -2.49104262e+14 2.39334538e+14 1.36102697e+15\n", + " 2.85981381e+14 -4.37575958e+14 -2.63096079e+15 7.57568237e+14\n", + " -2.20367167e+14 -3.41463207e+15 8.58226250e+14 1.55444803e+15\n", + " -2.12534178e+15 2.22825775e+15 7.59424145e+14 3.07113887e+15\n", + " 1.49564531e+15 -3.82006501e+15 -1.43054123e+15 -3.75898579e+14\n", + " -2.41441017e+15 1.22054645e+15 -1.04426964e+15 -1.76597589e+15\n", + " 7.10277718e+14 2.25056664e+15 -6.24374501e+14 -2.95198104e+14\n", + " -2.73688263e+14 1.10226049e+15 2.43367202e+14 4.53438427e+14\n", + " -1.27766188e+15 1.22890636e+15 -1.15676204e+14 6.05908055e+14\n", + " 1.41764608e+15 -1.01008995e+15 4.24879379e+14 -5.94508491e+14\n", + " -8.60681497e+13 1.10085302e+15 3.98558474e+14 1.21481266e+15\n", + " -1.11485769e+15 -6.75754066e+13 6.82596379e+14 -1.40836754e+15\n", + " -9.29446629e+14 -9.48768022e+13 6.04237879e+15 5.91671381e+14\n", + " -1.00482722e+15 -8.14594101e+14 -1.25966444e+15 3.16917997e+15\n", + " 1.85759075e+14 4.65223660e+14 -7.29622109e+14 2.15009748e+14\n", + " 1.99455802e+15 -2.83948341e+14 3.93278258e+15 4.47707049e+14\n", + " 5.82076254e+14 1.77146322e+15 8.90664847e+14 1.62720542e+15\n", + " 8.23318128e+12 -4.12353675e+15 -3.14162261e+15 7.54626527e+12\n", + " 6.71122487e+14 -2.16879712e+15 9.29946279e+13 8.56161594e+14\n", + " 1.95500279e+15 -4.55919364e+14 1.33025008e+15 -4.67904133e+14\n", + " 8.22674645e+14 -1.58341599e+15 6.31657086e+14 5.34806715e+14\n", + " -1.53218254e+14 -7.31740323e+14 1.22035462e+14 -3.90680012e+13\n", + " 7.95942621e+13 -3.49154053e+14 6.79896995e+15 6.03558143e+14\n", + " -1.86264244e+15 3.94522483e+14 7.16164459e+14 1.32256726e+15\n", + " 1.29536370e+15 -1.26484991e+15 2.86781115e+15 -1.57760211e+14\n", + " 5.08145354e+14 -2.81573103e+15 7.10122815e+14 -5.42931251e+14\n", + " -1.11221283e+15 2.63554733e+15 -1.52876166e+15 -8.64808321e+14\n", + " -2.64067720e+15 1.82767907e+15 1.20095586e+15 3.30632460e+14\n", + " 3.21378285e+13 -1.42830040e+15 1.08884288e+15 4.90654727e+15\n", + " 7.09088398e+14 -1.14105614e+15 1.84893306e+15 1.72109011e+15\n", + " -2.89986500e+14 -2.73200121e+15 -2.01457006e+15 5.14322064e+14\n", + " -1.21697719e+15 -1.87535608e+15 8.51052121e+14 -5.37917604e+14\n", + " -1.45867005e+13 1.39781921e+13 -2.13263313e+15 7.85684108e+14\n", + " -2.38005262e+15 1.20928705e+15 -7.23555878e+14 -4.70458375e+14\n", + " 1.17149333e+15 7.53552257e+14 -7.74526327e+14 -4.70547776e+14\n", + " -1.33754943e+15 -2.95085175e+14 8.19352929e+14 -9.78306173e+13\n", + " -5.84464557e+15 8.75181838e+12 1.18467083e+15 4.12667977e+14\n", + " -1.23312282e+14 -1.58334248e+15 -1.94829285e+14 8.49562995e+14\n", + " 2.96537128e+15 -3.21929965e+15 2.27004193e+15 -5.84841272e+14\n", + " -1.93407012e+15 3.54689654e+14 3.71972930e+14 -1.64798682e+14\n", + " 6.65052783e+15 -3.14266430e+15 -4.19413664e+14 -8.79223963e+14\n", + " -4.65119246e+15 4.45114336e+14 -4.80211164e+14 -6.34492226e+15\n", + " 6.23115392e+14 -3.00964928e+15 -2.42395617e+15 -1.53214066e+14\n", + " -3.73288815e+15 -1.36794544e+15 -4.01943135e+14 -1.59467695e+15\n", + " 4.01274477e+14 -4.38836124e+15 -3.70268989e+14 -6.84958704e+14\n", + " -6.05455538e+14 -6.71875197e+14 1.12558521e+15 3.48553366e+14\n", + " -9.37123061e+14 1.23250460e+15 6.13427205e+12 1.68414794e+15\n", + " -4.33893450e+15 1.11928118e+15 -4.97245449e+14 3.66102777e+14\n", + " 4.35059046e+15 8.99354418e+13 -1.81213804e+15 -4.79056209e+14\n", + " 5.77824209e+14 3.22932395e+15 3.73041387e+15 2.23928865e+15\n", + " -1.65210097e+15 -4.64966134e+14 1.82875494e+15 -2.13719956e+15\n", + " -1.71924658e+15 4.23528802e+14 2.63114400e+15 3.83372002e+15\n", + " 1.34275707e+15 -2.32070556e+15 -2.31343708e+14 -1.87985107e+15\n", + " 4.14393760e+14 1.69640351e+15 6.56064783e+14 2.15730880e+15\n", + " -2.31883943e+15 -2.64559531e+14 -1.89039112e+15 -3.33446022e+15\n", + " -2.10564831e+15 -1.09562221e+15 -3.45702340e+15 -1.15261901e+14\n", + " -9.16464916e+14 1.23517776e+14 -1.85979862e+15 1.94788165e+15\n", + " -2.74292631e+15 2.11044387e+14 1.63045493e+15 -3.64419516e+13\n", + " 1.16632883e+15 -4.59071546e+14 -8.18017340e+13 -2.17645252e+14\n", + " 2.07812038e+15 -2.26567503e+15 -1.19436521e+15 -1.14687226e+14\n", + " 5.22410108e+15 -5.48119145e+14 -9.94625911e+14 -2.19030784e+15\n", + " 2.44664636e+14 1.11669498e+15 -3.20635077e+14 -3.92221338e+15\n", + " 9.36179236e+14 8.35804682e+14 6.38811753e+14 -2.03360358e+14\n", + " 1.96865624e+14 -1.21245833e+15 -5.88995867e+14 5.44346639e+14\n", + " 1.44841956e+15 2.76864956e+14 -9.82985744e+14 2.86723725e+15\n", + " -5.95900871e+14 9.55996657e+14 5.73395582e+13 5.55865398e+14\n", + " 6.46145429e+14 -2.22156599e+14 -1.60284616e+15 3.94079545e+14\n", + " 1.70409062e+15 3.02701666e+14 -8.32153431e+14 -2.87150082e+14\n", + " -1.79567213e+15 4.19538061e+14 -8.82107174e+14 1.92516154e+14\n", + " -1.23129141e+15 4.88862302e+14 -6.33791031e+14 -2.48036019e+15\n", + " -4.93028384e+14 -1.82945042e+15 -1.08714499e+15 2.37585997e+13\n", + " 1.88110725e+14 -1.59445122e+15 -7.19444711e+13 1.69737338e+15\n", + " 1.42555805e+15 -1.80693175e+15 5.20018136e+14 1.01219090e+15\n", + " 1.51639896e+15 1.01770834e+15 7.48324241e+14 2.80007231e+14\n", + " 1.07868784e+15]\n", + "Found 1219 total galaxies in catalog for cluster 9429\n", + "[-1.17103417e+15 1.63639003e+15 4.85963103e+14 ... -6.38253315e+13\n", + " 2.29763277e+14 -4.69512736e+14]\n", + "Found 2477 total galaxies in catalog for cluster 10146\n", + "[ 7.33518086e+15 -4.65022765e+14 1.49999566e+15 ... -9.43055302e+14\n", + " 1.11866592e+15 -5.39063693e+14]\n", + "Found 3236 total galaxies in catalog for cluster 14476\n", + "[ 9.23642267e+14 1.69263772e+15 2.20182647e+15 ... -4.86362026e+14\n", + " -4.59216931e+14 -7.16649836e+14]\n", + "Found 267 total galaxies in catalog for cluster 8395\n", + "[ 1.89670019e+15 -9.74594305e+14 -3.99707466e+14 -3.07024388e+13\n", + " -5.96802863e+14 -4.19431388e+14 -1.53799861e+13 9.35534628e+14\n", + " 1.92537820e+14 -8.43179162e+14 4.57422853e+14 -2.43608300e+15\n", + " -1.32254456e+15 -1.00310660e+15 3.99747786e+14 -8.68362597e+14\n", + " 8.42397889e+15 8.66904659e+14 1.23680300e+15 -2.25186185e+15\n", + " -3.71892141e+15 -1.13354514e+14 2.36007913e+15 3.90490466e+15\n", + " 5.36121636e+15 -5.78800966e+15 -3.95483733e+15 -1.57114554e+15\n", + " -1.43737765e+14 9.18019461e+14 2.81309947e+15 -3.04287967e+15\n", + " 1.32534330e+15 -1.04532116e+15 -3.19412928e+15 -2.32603578e+15\n", + " 7.67331086e+13 -1.08984056e+15 3.03970941e+15 -2.84477389e+14\n", + " 4.48688926e+15 2.96124370e+15 -2.44802717e+15 1.30483948e+14\n", + " 7.83584932e+14 -8.64014377e+13 3.65113432e+15 1.69221273e+15\n", + " 4.34495993e+15 3.13966687e+15 -4.07775602e+15 -5.92750160e+15\n", + " 5.05346861e+13 -6.47688043e+14 9.71030371e+14 -4.79232702e+14\n", + " 1.30262454e+15 -7.34659535e+13 3.97894745e+15 -5.62743314e+14\n", + " 8.18422786e+14 3.71712154e+14 -7.85754888e+14 -3.95118829e+15\n", + " 8.24782600e+14 -1.82030656e+15 -2.56917893e+15 -6.86566034e+14\n", + " -4.98493507e+14 1.76397797e+15 -4.70897230e+14 1.55597712e+15\n", + " 4.22873552e+15 1.49041401e+14 -1.47933213e+15 3.28428517e+15\n", + " 3.16276516e+14 -4.41108444e+15 -3.64012934e+13 -5.32457324e+15\n", + " 2.09657814e+15 2.07943300e+15 -1.02449277e+15 -2.39207344e+15\n", + " -8.99491178e+14 -1.08983547e+15 8.27726154e+15 -1.19826757e+15\n", + " 5.62659200e+15 -5.58754123e+15 -1.47940660e+16 -4.96189774e+15\n", + " -6.34488470e+15 6.09519039e+14 -3.85551997e+15 -7.57844024e+14\n", + " 2.92494263e+15 -1.60605616e+15 -4.76709808e+14 6.54788582e+14\n", + " 1.72896040e+14 1.46637434e+15 -2.07175153e+15 -2.65906908e+15\n", + " 3.60377550e+15 -1.05298252e+15 2.34485683e+14 -3.33058298e+15\n", + " -4.77092900e+14 -4.57796087e+14 -2.14535829e+14 6.95893041e+14\n", + " 4.82439774e+15 4.80215244e+14 1.56086184e+14 -2.94221538e+15\n", + " -8.11562422e+14 4.91989142e+15 3.00475179e+14 4.60283983e+15\n", + " -4.34267637e+15 8.16056560e+13 -1.71421420e+13 -1.45371630e+15\n", + " -1.45009615e+15 5.80805151e+14 2.67024677e+15 -1.12925601e+15\n", + " 5.57940985e+15 3.32153685e+15 5.46235750e+14 9.25497322e+15\n", + " 2.27274927e+15 7.14736228e+14 1.04155031e+15 -1.35555407e+15\n", + " 1.28069774e+15 -3.25495059e+15 -1.32345742e+15 -9.62484637e+14\n", + " -4.78701744e+15 2.89498691e+15 -6.99864956e+14 -7.10067946e+14\n", + " 4.77648798e+14 -4.29729255e+14 2.86203378e+14 3.61310015e+15\n", + " 3.11271043e+15 -3.43108883e+13 -2.17067701e+15 -4.92789101e+14\n", + " 9.40975741e+15 1.67189655e+15 1.51859704e+15 1.54695280e+14\n", + " 1.28481464e+15 2.64466038e+15 3.22249069e+15 1.10174994e+15\n", + " -3.55024313e+14 1.63277038e+15 -1.64292544e+15 -2.67606968e+15\n", + " -9.06894336e+14 4.86769716e+14 -1.74672141e+15 -1.53143641e+15\n", + " -4.80585157e+14 2.57657536e+15 -1.45167593e+15 2.11929253e+15\n", + " -4.55397249e+15 -5.63597314e+14 -2.92212105e+15 3.35235411e+15\n", + " 2.01993935e+15 -1.21473025e+14 7.09201895e+13 1.82719577e+15\n", + " -5.56133911e+14 -4.16179483e+15 5.27480842e+14 -1.13576741e+15\n", + " 2.03285593e+15 1.79624510e+15 -3.96185821e+15 4.02189521e+14\n", + " -1.86491645e+15 1.43919511e+15 -4.81303873e+15 1.43844910e+14\n", + " 5.46906418e+14 -1.87107545e+15 -4.12688575e+14 9.09055880e+14\n", + " -2.59996491e+15 2.18189995e+14 4.65688135e+15 -1.23967159e+15\n", + " 3.95276716e+15 -1.11213265e+15 8.35505496e+14 1.14172973e+15\n", + " 2.49520872e+15 1.68314425e+15 -9.76973941e+14 5.89943724e+14\n", + " -1.56430740e+15 1.87350148e+15 4.81143156e+15 2.58860648e+15\n", + " -1.42250459e+15 -2.70805468e+15 -5.68523077e+14 -1.50418534e+14\n", + " 3.60907605e+14 -1.19349533e+15 1.88237884e+15 -1.12724859e+15\n", + " -3.00684089e+15 -1.25506305e+15 -1.13907140e+15 -1.58694209e+15\n", + " 2.25175875e+15 -2.65038643e+12 -2.31897750e+15 -5.92888954e+15\n", + " -2.08474602e+15 8.43764311e+14 -7.83693119e+14 -2.03018701e+15\n", + " -2.09062878e+15 -3.49921607e+14 3.00510165e+14 7.89421055e+14\n", + " 1.58189047e+15 -7.09441730e+14 -1.55520619e+15 -2.35064516e+15\n", + " -5.81963695e+14 -1.33351544e+15 3.05487453e+15 -8.36590721e+13\n", + " -8.78095422e+14 -3.24181575e+14 2.58203441e+15 -1.60084198e+15\n", + " 8.04445800e+14 1.07430744e+15 -7.66278877e+14 -1.28258005e+15\n", + " 2.77520943e+14 7.99870901e+14 -1.19780641e+15 -3.75625085e+13\n", + " 1.10516784e+14 3.73748378e+14 -1.68440971e+14 -3.02721086e+14\n", + " 1.78291574e+15 2.22960617e+14 4.41815720e+14 -7.21888999e+14\n", + " 3.10586422e+14 1.46051385e+15 4.82716860e+13]\n", + "Found 4237 total galaxies in catalog for cluster 16657\n", + "[ 1.73061757e+14 2.54954210e+15 -1.30578956e+15 ... -4.65637669e+14\n", + " -5.28987223e+14 -5.79295625e+14]\n", + "Found 3203 total galaxies in catalog for cluster 13039\n", + "[-3.05921230e+14 -4.29091973e+15 7.14590922e+14 ... -9.74309726e+14\n", + " 9.39140385e+14 7.74731174e+14]\n", + "Found 3217 total galaxies in catalog for cluster 15382\n", + "[-6.91633283e+14 -2.89381603e+15 -9.20324067e+14 ... 1.95773893e+13\n", + " 1.76797044e+14 -3.35284475e+14]\n", + "Found 1554 total galaxies in catalog for cluster 17011\n", + "[ 3.70514641e+13 -1.23831223e+15 6.19817175e+14 ... -1.78269311e+14\n", + " -1.50546472e+14 5.37619798e+14]\n", + "Found 6645 total galaxies in catalog for cluster 8523\n", + "[ 3.57477667e+15 6.22531234e+14 1.12825151e+15 ... -4.53005420e+14\n", + " 5.02165819e+14 -3.08044824e+14]\n", + "Found 1321 total galaxies in catalog for cluster 11300\n", + "[ 1.64712540e+14 -1.02292532e+15 -2.64211571e+14 ... 1.18093279e+15\n", + " -6.07487087e+14 -1.13757536e+13]\n", + "Found 6793 total galaxies in catalog for cluster 17462\n", + "[-2.18307330e+15 3.57293877e+15 1.35011546e+15 ... -6.60280862e+14\n", + " 3.34865265e+14 2.91652392e+14]\n", + "Found 1814 total galaxies in catalog for cluster 13025\n", + "[-8.75999474e+14 -1.63349074e+15 5.70566324e+15 ... -1.99552053e+14\n", + " -1.78807497e+14 -6.89566394e+14]\n", + "Found 2637 total galaxies in catalog for cluster 21385\n", + "[-2.00723354e+15 2.60224895e+15 -6.97323129e+14 ... 5.20291779e+14\n", + " 6.41510127e+14 3.98758821e+14]\n", + "Found 3100 total galaxies in catalog for cluster 20888\n", + "[8.84525124e+14 9.86846013e+14 1.31469738e+15 ... 1.26856737e+14\n", + " 1.67536999e+14 2.32972147e+14]\n", + "Found 3863 total galaxies in catalog for cluster 21815\n", + "[-7.84039083e+14 -7.74464851e+14 -9.51865359e+14 ... 4.93512637e+14\n", + " 2.44911134e+14 4.37453004e+14]\n", + "Found 956 total galaxies in catalog for cluster 7594\n", + "[ 7.67810564e+14 -8.89300112e+14 -1.19219233e+15 4.12480510e+14\n", + " -6.46250821e+14 4.82479966e+14 8.06601527e+14 7.94222824e+14\n", + " 2.04493920e+14 -3.85598312e+14 8.66889713e+14 6.64292546e+14\n", + " 2.63817001e+14 2.64913897e+13 1.00641614e+14 3.60545892e+13\n", + " -2.80763048e+15 4.56733580e+15 -5.33129154e+15 -1.89180463e+15\n", + " -5.42661724e+15 -4.41289366e+14 7.40797958e+14 -3.94785342e+14\n", + " -9.73547239e+14 -3.48706031e+15 5.58559706e+14 3.47519619e+15\n", + " -2.86223521e+15 1.21900110e+14 -4.89046285e+14 2.22005982e+15\n", + " -5.41409543e+14 6.53211250e+15 -1.07061031e+16 -1.47900052e+15\n", + " 2.11470851e+15 -1.02730898e+15 -2.81018712e+15 5.06801585e+14\n", + " 1.10589868e+16 7.17138569e+14 6.76886361e+15 9.58500278e+15\n", + " 6.21341933e+15 6.24521264e+15 5.52153408e+14 -5.07209346e+15\n", + " -2.13518390e+14 8.46773365e+13 -3.86224290e+14 -3.03811053e+15\n", + " 2.73019104e+15 4.11625713e+14 3.44301416e+15 3.98101366e+14\n", + " 1.53860466e+15 2.13215244e+15 -9.75642272e+14 -7.92930303e+15\n", + " 4.91971396e+14 -5.65996983e+15 -8.48705620e+14 -9.08912238e+14\n", + " -1.01739769e+15 1.64759903e+15 -2.12258112e+15 -2.73207031e+15\n", + " 5.41557261e+14 6.96068752e+13 7.91249596e+14 -2.41896380e+15\n", + " 4.24133387e+14 -2.40135186e+15 -1.50327794e+15 -7.73606554e+15\n", + " 2.37855439e+15 3.39307200e+15 -2.27770776e+15 -2.82256673e+14\n", + " -2.72263134e+15 -1.05371000e+15 -2.46932345e+15 -1.86606628e+13\n", + " -1.14863700e+15 -2.29197530e+15 3.04598414e+15 1.22274355e+15\n", + " 5.54930053e+15 -6.76834510e+14 4.43635727e+14 3.19781766e+15\n", + " -5.65626642e+15 2.30834298e+15 -1.71594553e+15 -2.37918006e+15\n", + " 3.22783827e+15 -1.43233678e+15 1.38180576e+15 -1.27002186e+15\n", + " -4.91547994e+15 -1.42176244e+15 6.19067570e+14 7.56927250e+15\n", + " 3.71714891e+14 -1.78473938e+15 1.39147109e+14 -4.69752297e+14\n", + " 7.32265867e+15 2.19395519e+15 2.01638215e+15 -3.06709184e+14\n", + " -6.79543390e+15 6.36584260e+14 3.00085784e+15 2.47193981e+15\n", + " -2.00072227e+15 -4.13137984e+15 7.35229969e+15 -5.04881245e+15\n", + " -4.92642386e+14 6.95939249e+14 7.87861109e+14 -1.28875167e+15\n", + " -4.08513830e+15 -6.30389489e+14 -1.91323777e+15 -6.96059015e+14\n", + " -4.60564979e+14 -5.62564003e+15 -1.38559496e+15 4.50962705e+14\n", + " 1.38627097e+15 -6.93833331e+14 2.16311490e+14 3.18076923e+15\n", + " 1.06424593e+15 -5.43029665e+14 -5.49933182e+14 5.34748766e+15\n", + " -2.84716714e+15 -5.61970074e+14 -5.46554351e+15 -5.46930064e+15\n", + " 1.04416899e+16 -1.09428791e+15 1.00081615e+14 6.71497685e+14\n", + " -2.17271486e+15 6.74461138e+14 -2.14692655e+15 -1.37113150e+15\n", + " -1.79610028e+15 -6.04600271e+15 -1.68804243e+15 -6.36754385e+14\n", + " 2.97396039e+15 -3.02588173e+15 8.73552610e+14 -1.99522866e+15\n", + " -4.42353202e+15 -2.89987814e+15 1.05182949e+16 -1.61085330e+15\n", + " -1.10675169e+15 6.17433243e+15 1.83999374e+15 3.28439237e+13\n", + " 3.80256833e+15 -3.51741425e+14 1.97593368e+15 5.08977460e+14\n", + " 6.66063285e+15 2.14818620e+15 1.97827361e+14 3.98424055e+14\n", + " 2.31568561e+15 6.37602971e+14 5.06309677e+15 -3.61730353e+14\n", + " 1.10252620e+15 -4.10105814e+15 -1.06992666e+14 -2.14213253e+15\n", + " -5.79864275e+15 6.50064225e+15 8.17704069e+13 -6.59716183e+15\n", + " -1.41289178e+15 -1.01874888e+15 2.49716800e+15 -3.57068866e+14\n", + " -7.52041756e+15 -2.79106354e+15 -8.74569932e+15 -3.73311621e+14\n", + " -3.06476883e+15 6.07698319e+15 -3.07557264e+14 -2.33518115e+15\n", + " -1.08013421e+14 -3.36579379e+14 4.01272995e+14 1.06729149e+15\n", + " -2.52239900e+15 -3.62688815e+14 2.22797122e+15 7.28029255e+15\n", + " -1.72415280e+14 -3.52506716e+15 8.99428734e+14 1.20898921e+14\n", + " -3.68833369e+15 -8.83667712e+14 -2.28152340e+15 -6.54544299e+14\n", + " 3.25821535e+15 3.24516714e+15 -5.04049261e+14 -4.34020520e+15\n", + " 3.53166891e+15 1.04238748e+14 4.47660569e+14 -5.50151331e+15\n", + " -1.98352108e+15 -1.95093684e+15 -3.39575345e+15 7.91865486e+14\n", + " 8.38832365e+14 -1.23882267e+15 7.18888634e+14 -3.48500433e+14\n", + " -1.26672818e+15 -5.08808362e+15 -1.67348609e+15 1.50102132e+14\n", + " 1.50589844e+15 5.31218004e+15 -6.92899491e+15 2.37057961e+15\n", + " 5.16687199e+14 1.63163257e+15 -9.89372260e+14 -1.41967920e+15\n", + " 3.18165795e+14 -6.86885746e+14 -4.80213704e+15 -3.84544621e+15\n", + " -4.50821365e+15 3.50267121e+15 -1.31637567e+14 -1.87217078e+14\n", + " -8.18848577e+13 1.66805413e+14 1.05997242e+15 8.52030308e+14\n", + " 1.89855569e+15 -3.21418461e+15 1.46472171e+15 1.74213601e+14\n", + " -6.83515475e+14 3.81508824e+14 -2.33683198e+15 1.58896988e+14\n", + " -4.65182426e+15 -2.42617866e+15 8.64150355e+14 4.76740746e+14\n", + " 4.60476535e+15 -1.60806232e+15 -1.77465562e+13 -1.94554742e+15\n", + " 2.26707955e+15 -2.33284722e+14 -2.68854956e+15 1.19427129e+15\n", + " 2.14567259e+15 -7.78350418e+14 1.98805843e+15 -1.12209910e+15\n", + " 3.22861357e+15 -4.37747116e+15 7.96461175e+14 2.11316173e+14\n", + " 2.32347288e+15 2.54051788e+15 -8.60298421e+14 -2.02990176e+15\n", + " 2.13961363e+15 8.54078298e+14 5.33674097e+15 5.89494933e+14\n", + " 1.19457256e+15 4.54423532e+14 -4.93369572e+15 5.39214962e+15\n", + " -3.80064334e+15 1.51323376e+15 -1.36847951e+15 1.81927446e+15\n", + " -5.16113371e+15 -5.40525076e+14 2.07996167e+15 -2.15016726e+14\n", + " 1.08237451e+15 -5.91418136e+13 -4.66331873e+15 4.59128562e+15\n", + " 7.20248954e+14 9.58323349e+14 -6.60467345e+15 -4.07336184e+15\n", + " 2.81693134e+15 -1.60346718e+13 -6.93172948e+15 -2.17710052e+14\n", + " -8.96823335e+14 9.21587150e+12 -1.46534291e+15 -1.60905331e+15\n", + " 2.86988431e+15 4.28123253e+14 -1.07144492e+14 -1.27758246e+15\n", + " -2.38788348e+15 4.12331893e+15 -1.42737668e+15 -2.88019790e+14\n", + " 6.06487445e+14 -1.50799061e+15 -1.84334191e+15 3.71257159e+14\n", + " -1.64775228e+15 -1.24307959e+14 -1.42011811e+15 5.96721057e+15\n", + " -1.43562119e+15 -1.53862847e+15 6.04003518e+14 -1.61125781e+15\n", + " -1.62596357e+14 -5.38598666e+14 4.93858355e+15 2.54302330e+15\n", + " 2.84289364e+15 1.69549391e+16 1.68361821e+15 -1.54065317e+15\n", + " 5.46942882e+15 3.16325909e+15 -5.09742045e+15 -4.47482528e+14\n", + " -2.20311874e+15 -2.32431431e+15 8.74730270e+13 4.05195046e+15\n", + " 4.55932643e+14 2.20907883e+15 9.28938359e+14 -1.63182197e+15\n", + " -2.09524363e+15 -2.23519877e+15 -7.65208685e+15 -7.49476830e+14\n", + " 1.00903649e+14 -3.61934167e+15 2.12408147e+13 -4.90056883e+13\n", + " 5.11191137e+15 2.20558731e+15 -3.68202489e+15 2.90416481e+14\n", + " -1.12214260e+15 -1.95479109e+15 -6.58288608e+15 1.84169564e+14\n", + " -8.57371822e+13 2.17512295e+15 -1.05630389e+15 -9.03769076e+14\n", + " 8.24599167e+14 1.94981330e+15 8.02099875e+14 -9.45356159e+14\n", + " 3.29314377e+14 -1.83658527e+15 2.05497406e+15 -9.56093420e+13\n", + " -1.83778362e+15 1.98256220e+15 -5.77782676e+15 -4.61890736e+14\n", + " 2.72263289e+14 -5.33548515e+14 1.72033759e+15 -2.64715524e+14\n", + " -3.65304354e+15 -5.09018271e+14 2.30634774e+15 2.13457344e+15\n", + " 7.75508484e+14 2.68698528e+15 -2.59361829e+15 1.56405805e+15\n", + " -3.21999828e+14 2.30940629e+15 1.20125591e+15 3.75504308e+15\n", + " 1.32902499e+15 -2.18744962e+15 -1.95575838e+14 -2.49657337e+14\n", + " -1.96412390e+15 -4.34092929e+15 8.99075678e+14 7.00446704e+15\n", + " -4.95320419e+14 1.98254579e+14 3.09349058e+14 -3.35127538e+14\n", + " 3.52853871e+15 -3.46950600e+15 1.63283611e+15 -8.38494390e+14\n", + " -4.33494839e+15 -9.30098890e+14 1.78554634e+14 -1.65606364e+15\n", + " 4.09392895e+14 -2.76095739e+15 7.60432921e+15 2.47360119e+15\n", + " 5.50953826e+15 8.68516097e+14 8.68418820e+14 -6.01282404e+15\n", + " 2.07780438e+15 -2.02382160e+15 4.17123466e+15 7.71129243e+14\n", + " 5.07167052e+14 -1.43370198e+15 7.12606246e+14 -2.88944979e+14\n", + " -1.25291624e+15 6.35905594e+14 -4.87332507e+15 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1.69433862e+14\n", + " -9.90148972e+14 6.69996997e+15 1.23645620e+15 -5.87343797e+14\n", + " 8.73905904e+12 -3.05688781e+15 -1.54864959e+15 1.73277544e+15\n", + " 3.95906214e+14 2.67961005e+15 -2.35799265e+15 -3.37874566e+15\n", + " 5.68445782e+14 -4.66616619e+15 3.42519916e+15 9.24623153e+14\n", + " -2.82602462e+15 -1.47010914e+15 -4.07610929e+15 1.81101357e+14\n", + " 1.62764662e+15 1.51267853e+15 1.70046246e+15 -6.96127273e+14\n", + " 1.45845996e+15 -1.42615173e+15 9.20722874e+14 1.15146646e+15\n", + " -1.98567539e+15 9.06833883e+14 -2.31569925e+15 -2.52950484e+15\n", + " 5.86245211e+15 1.45090664e+15 2.96227422e+14 -1.12329028e+15\n", + " 8.50730293e+14 1.02621006e+15 2.56323351e+15 -2.18716623e+15\n", + " 1.11745651e+15 -4.04373229e+14 5.59506395e+14 -1.23719305e+14\n", + " -2.62512012e+15 -5.30271417e+14 4.80778351e+14 -6.15908799e+14\n", + " 4.14029881e+14 1.39208097e+14 -9.25956215e+14 2.31180028e+15\n", + " 2.15891240e+14 2.20910826e+14 3.52067436e+15 1.60950856e+14\n", + " -2.22347451e+15 1.09034601e+15 9.31269270e+14 1.23624852e+15\n", + " -3.30216142e+15 -1.70680421e+14 -2.09801120e+15 -7.27434130e+14\n", + " 4.76970984e+13 2.14007822e+15 2.23069627e+14 -2.84549044e+14\n", + " 1.90020829e+14 -3.71380568e+14 1.21000933e+15 1.20358234e+15\n", + " 2.09791428e+15 1.75362200e+15 1.87758014e+15 -3.20349216e+14\n", + " 1.97862298e+15 2.45056364e+15 -4.03650945e+15 -1.38430818e+15\n", + " -2.70900730e+14 2.46558400e+15 2.42662092e+14 -1.25056186e+14\n", + " -1.47560237e+15 1.18062778e+15 -7.29257081e+14 -3.16353867e+15\n", + " -2.67077472e+15 1.89239058e+15 -7.20789812e+14 2.21557842e+15\n", + " 6.53046430e+14 -2.00195016e+15 4.14764348e+15 -2.98148669e+15\n", + " 1.42518118e+15 -1.33154328e+15 -2.08860436e+14 1.47555984e+15\n", + " 6.32953340e+13 -3.97270836e+14 5.88586350e+13 -2.47068806e+15\n", + " -1.38893478e+15 1.95786136e+14 -1.56029425e+14 -6.08664912e+15\n", + " -2.58318621e+15 2.88379347e+15 -2.49759231e+14 6.45904435e+14\n", + " -2.76422194e+15 1.96333228e+15 7.96213071e+14 -2.03868767e+15\n", + " 1.64130194e+14 2.02569640e+15 -3.79908782e+14 -2.22250555e+15\n", + " -1.05108793e+15 -2.45452356e+15 -5.83736876e+14 6.95315733e+14\n", + " 4.70561364e+14 -5.80047573e+15 -1.43966339e+13 -1.34136115e+14\n", + " -9.88822244e+14 -1.61720658e+15 -5.80070482e+14 1.39741784e+15\n", + " -2.28634143e+15 2.54966296e+14 -1.12352625e+15 7.72062137e+13\n", + " 6.10191404e+14 -1.55244129e+15 -1.47242203e+15 1.84033744e+13\n", + " 4.26190228e+15 2.10528800e+15 -9.17363687e+14 3.30325478e+15\n", + " 1.10109369e+15 9.40878131e+14 2.49182382e+14 -1.50214193e+15\n", + " -4.11870712e+13 7.94505997e+14 4.25648712e+14 -5.67507975e+15\n", + " -1.96730571e+15 -7.99474199e+14 -1.88965503e+15 -2.61514359e+15\n", + " -2.81054268e+15 1.21674099e+15 3.02277317e+15 -1.23662807e+13\n", + " -2.29015519e+14 1.04833645e+14 3.15332338e+14 -2.43210301e+15\n", + " 6.18737245e+14 1.54615017e+15 9.06452390e+13 5.58932985e+14\n", + " 2.04690832e+15 1.36194286e+14 1.53523271e+15 -9.37088693e+14\n", + " -1.91789726e+15 1.95287273e+14 4.12834881e+14 3.03866388e+14\n", + " -2.28910664e+15 1.77194416e+14 -1.82502594e+15 3.86737513e+14\n", + " 1.06278137e+15 2.57220174e+15 1.42395254e+15 -1.01287317e+15\n", + " 1.50277319e+15 -1.35811040e+15 -1.12898638e+15 -2.67680689e+15\n", + " -1.59202775e+15 3.26658618e+14 1.26420329e+14 -1.63443790e+15\n", + " 8.09647182e+14 1.43157741e+15 2.26994334e+15 -8.39726914e+14\n", + " 3.30741200e+15 1.66157494e+15 -7.01025576e+15 -7.70701322e+14\n", + " 6.87656661e+14 -2.39943902e+14 3.06287235e+15 -1.39289194e+14\n", + " 4.11276344e+15 -1.00166332e+15 -9.60831658e+14 -9.56859457e+13\n", + " 6.52686820e+14 3.74931593e+14 -1.04741954e+15 -6.33366017e+14\n", + " -1.19323503e+15 2.41699018e+13 -3.87266889e+15 -1.50267583e+14\n", + " 2.21609689e+15 -8.35235133e+13 -2.28038283e+15 -4.19427046e+14\n", + " 2.96262971e+14 -1.32797904e+15 3.17750989e+14 -4.52721724e+14\n", + " -1.33199466e+15 1.38105005e+15 -1.66602633e+15 3.66925209e+14\n", + " -1.64612299e+15 -9.34154393e+13 4.39110835e+15 -1.63975317e+15\n", + " 1.19377671e+15 1.84297943e+15 1.08309602e+15 1.60362477e+14\n", + " -1.03635339e+15 1.34072301e+14 1.62994163e+14 -5.73460497e+14\n", + " 1.29813116e+15 3.82616124e+15 -1.61141530e+15 -2.06313965e+15\n", + " -7.22455828e+14 -1.48612671e+15 6.55666388e+13 -5.12939941e+15\n", + " -1.37028247e+15 3.06929665e+15 -1.17952729e+15 -1.06688283e+14\n", + " -1.25217742e+14 2.13272577e+14 -6.71465520e+14 -1.90212277e+15\n", + " -3.04102067e+15 3.54110519e+15 -9.12386822e+13 -2.95353132e+15\n", + " -1.72707383e+15 8.91588573e+14 2.91423263e+15 -3.24372031e+15\n", + " -6.46107083e+14 5.70375893e+15 3.52635193e+14 8.74010209e+12\n", + " -3.34224227e+13 1.61328855e+15 8.29800113e+13 -2.85552474e+14\n", + " -1.66412972e+15 1.99327468e+15 -1.00233891e+15 -3.10502583e+15\n", + " -2.63374505e+15 -2.22950789e+15 5.30809362e+14 -2.30936233e+15\n", + " 1.31183154e+15 -7.90881835e+13 -2.46161988e+15 -1.37410232e+15\n", + " -3.77351971e+14 3.24484595e+13 2.18162739e+15 -6.20931199e+14\n", + " -1.09659910e+15 -2.06356201e+15 9.58613678e+14 -6.84201976e+14\n", + " 6.68061197e+14 -1.34704983e+15 2.05014536e+15 2.31178065e+15\n", + " -2.21153054e+15 2.22191724e+15 -1.37676842e+15 -1.28924766e+15\n", + " 7.17162342e+14 1.53859780e+15 4.69818411e+14 -5.26291984e+14\n", + " 1.58090988e+15 -7.96291828e+15 -1.48862682e+15 1.61609188e+13\n", + " -9.11047744e+14 -2.75414674e+14 3.15500815e+14 2.69346287e+15\n", + " -6.32711205e+14 3.73542946e+14 3.63947166e+14 -2.82544049e+15\n", + " -2.63365535e+15 -1.05913642e+14 3.30918512e+14 1.06854405e+14\n", + " -5.20271352e+14 4.21957061e+14 4.85449082e+14 1.30211637e+15\n", + " 1.01313183e+15 3.68614348e+14 1.17782832e+15 -3.32930954e+14\n", + " -1.28497030e+15 -1.74182435e+15 -1.88156989e+15 1.05503113e+15\n", + " -5.98649170e+15 -1.17627158e+15 -3.24341782e+14 -1.54012169e+13\n", + " 1.07777239e+15 -1.37904124e+15 -9.15530770e+14 1.37384550e+14\n", + " -7.62232858e+14 -1.03150034e+15 2.03474544e+13 -1.70728815e+15\n", + " -3.36227830e+14 -2.38362606e+15 -4.04459683e+14 -4.45382969e+15\n", + " 1.63058651e+15 -1.64458652e+15 -2.77105921e+15 -3.50344013e+14\n", + " -3.35231314e+14 4.93775448e+14 -2.46456398e+14 -3.01895006e+15\n", + " -8.08915221e+14 6.51683058e+14 -5.33548219e+14 -1.73656802e+15\n", + " -3.40057209e+15 1.15202807e+15 -3.68066519e+15 2.19402661e+15\n", + " -3.79945186e+15 -5.40270790e+14 -3.07192403e+14 -3.60779784e+15\n", + " 1.40364890e+15 2.19696803e+14 -9.24159285e+14 -6.34231679e+14\n", + " 1.98446080e+15 1.02804845e+15 -2.92419295e+13 -5.84307430e+15\n", + " 3.96008641e+14 -1.60577427e+15 4.03187079e+14 -6.43684833e+14\n", + " 1.53552525e+14 -9.47971824e+14 3.39794491e+14 -2.04579163e+14\n", + " -2.73702319e+14 -9.24098081e+14 1.66753519e+15 -7.64337904e+14\n", + " -4.67912433e+14 1.96071466e+14 -2.53708783e+14 -4.85776787e+14\n", + " 3.81057217e+13 4.33737017e+14 -6.00703607e+14 1.76500928e+15\n", + " 4.71693868e+13 6.43567520e+14 -4.19093030e+14 -1.17011285e+15\n", + " -1.16774864e+15 -8.76122052e+14 1.03374110e+15 -9.12460936e+14\n", + " 5.28595272e+14 -1.79897756e+15 7.68487239e+14 -1.02009344e+15\n", + " 2.84485330e+15 1.16559292e+14 3.51129095e+14 -3.11205063e+15\n", + " 1.20628986e+13 -1.47381226e+14 -6.33738832e+14 2.12924961e+14\n", + " 4.73041770e+14 -3.97143143e+14 -1.43008236e+15 1.51317217e+15\n", + " -1.85441999e+15 8.77825403e+13 2.18512368e+14 -5.05895567e+14\n", + " 7.14422917e+13 -1.63275876e+15 -2.74071042e+14 -9.03810029e+14\n", + " 2.31622046e+14 -5.71255106e+14 -8.56952311e+14 -4.04830642e+14\n", + " 9.15255347e+14 1.66781969e+15 1.28565044e+15 2.55144992e+14\n", + " -3.78000835e+14 -2.39853470e+14 -1.99156973e+15 -3.38847273e+14\n", + " 1.90845357e+14 -1.13147685e+15 2.84937261e+14 -9.66751259e+14\n", + " 1.58732431e+15 9.47341887e+14 1.34602884e+15 5.78514422e+14\n", + " -2.96606013e+15 -5.02622823e+14 8.77751014e+14 5.90369374e+14]\n", + "Found 632 total galaxies in catalog for cluster 21425\n", + "[-7.66201385e+14 1.08024346e+15 -5.47279263e+14 9.78755357e+14\n", + " -1.03959464e+15 3.44917244e+13 1.34788796e+12 5.92352395e+14\n", + " 7.71051398e+14 2.63896193e+14 7.23006750e+14 -2.70497149e+14\n", + " 3.69533920e+14 3.88753567e+14 -4.24147287e+15 -2.10903245e+15\n", + " -2.22900922e+15 3.28221571e+15 2.98141534e+15 -1.73861827e+15\n", + " 2.36975877e+15 -5.68349848e+15 6.89698477e+14 -2.43213604e+15\n", + " -5.15468066e+14 3.43418940e+14 -1.95600823e+15 5.25629529e+14\n", + " 3.10658223e+15 3.62208310e+15 -5.03471340e+15 -8.72599189e+13\n", + " -3.79325157e+14 5.52966021e+14 -6.48070106e+14 -3.08909860e+15\n", + " 4.58298588e+14 -2.10980458e+15 1.96805956e+15 -1.07919532e+16\n", + " -7.04092663e+15 -5.10741801e+15 3.46191467e+15 -9.87941243e+14\n", + " 3.91614703e+15 -4.21243987e+15 -5.83710099e+15 7.38030258e+14\n", + " -5.66598067e+15 -5.42063504e+14 -5.66488455e+14 1.50472217e+15\n", + " -3.90248485e+14 -3.17934072e+15 3.31504215e+15 -1.31618913e+14\n", + " -5.32391417e+15 -1.08831057e+15 1.65179718e+15 -1.82137507e+15\n", + " 1.05904027e+16 -5.28040956e+14 2.13727457e+15 1.51924007e+15\n", + " 9.94793725e+14 -2.78964674e+15 -1.46271567e+15 -1.84629116e+15\n", + " -1.77378137e+15 -1.10024331e+15 5.29929593e+15 3.33894319e+15\n", + " 1.88688554e+15 -1.60920577e+14 4.76074050e+14 -4.81044148e+15\n", + " -5.17604574e+14 -8.93483923e+14 3.30220544e+14 2.08978433e+15\n", + " 4.81025559e+14 6.02784900e+15 -4.88211653e+15 -3.34172102e+15\n", + " 7.09063952e+14 4.86269521e+15 -1.54057895e+15 -1.30410938e+15\n", + " -2.23557686e+15 4.64646378e+14 3.32475645e+15 1.76842957e+15\n", + " 2.41624892e+15 2.34062769e+15 3.51384755e+15 -7.69713497e+14\n", + " 6.23239948e+14 1.69322572e+15 2.42669183e+15 -4.08798829e+14\n", + " 2.38062681e+15 1.32955817e+14 -4.88856792e+15 8.33348338e+14\n", + " -2.79373518e+14 -5.19805976e+14 2.52049720e+15 2.72068161e+15\n", + " 5.46661388e+15 4.97035055e+14 -1.63662916e+14 -3.20169012e+15\n", + " -3.25476216e+15 -1.65054436e+15 3.54350337e+15 1.68659190e+15\n", + " 1.65657466e+15 9.82027578e+14 2.26199135e+15 5.31616502e+14\n", + " 5.24889783e+15 -5.15500462e+15 -2.20321248e+14 7.80397289e+14\n", + " 4.77072400e+14 1.71463142e+15 4.11275528e+15 -6.02138907e+15\n", + " 8.16471672e+14 9.43241185e+14 3.33179088e+14 1.83643902e+15\n", + " 1.53625037e+15 2.86755228e+15 2.51339113e+15 3.20112832e+15\n", + " -1.71507973e+15 -1.22380577e+15 1.18135451e+15 7.50497323e+14\n", + " 9.92468364e+15 4.06552174e+14 -1.94117635e+15 -1.14727050e+15\n", + " -2.02709293e+15 -1.91670948e+15 3.56866105e+14 1.89094840e+15\n", + " 2.32977188e+14 7.93810381e+14 -8.25237704e+14 -5.86059699e+15\n", + " 2.50961390e+14 -1.53507142e+15 4.00858375e+14 1.76527054e+15\n", + " 2.07805644e+15 1.58630842e+15 4.45016744e+15 -1.98700001e+14\n", + " 5.60756509e+15 -1.35086856e+15 4.50296798e+15 -8.71269669e+14\n", + " 2.49201056e+15 -5.05112563e+14 2.42427057e+15 2.14440808e+15\n", + " 1.23787973e+15 1.95708291e+15 1.63194574e+15 1.90521719e+15\n", + " 6.75100599e+15 4.49657794e+15 -8.21992479e+13 9.42845760e+14\n", + " -2.55637328e+14 -6.07211514e+14 3.58512867e+14 -7.01394834e+14\n", + " 1.49392687e+15 -4.50894942e+15 -5.30937801e+15 -1.53928492e+15\n", + " -5.61448751e+15 5.36079553e+15 8.17414254e+15 3.60571337e+15\n", + " 1.24458741e+15 1.04931575e+14 9.25969526e+14 -4.84731950e+14\n", + " 4.44652133e+15 -4.63677820e+14 -1.17564076e+15 6.90027080e+14\n", + " -3.24886378e+14 2.32400144e+15 -6.07826859e+14 -7.63301708e+14\n", + " -9.53992933e+14 1.96028244e+15 1.01914344e+15 -1.08450331e+15\n", + " -1.98158377e+15 5.74268977e+14 -5.42586190e+15 9.73730783e+14\n", + " -2.64394450e+15 -1.77147601e+15 1.78357794e+15 3.53199094e+14\n", + " 4.76206322e+13 -3.51017895e+15 2.34559156e+15 2.24079464e+14\n", + " 4.87459306e+13 -1.27169554e+15 -1.04099952e+15 -2.99787911e+15\n", + " 4.43355509e+15 1.76879456e+15 -1.39513459e+15 -7.80359297e+14\n", + " 1.53717335e+15 -3.17402729e+14 1.43396431e+15 -1.24465172e+14\n", + " 4.24860296e+14 -2.07463106e+14 4.74341285e+14 -2.56174257e+15\n", + " 1.57704571e+15 1.29901732e+15 7.66463478e+14 -7.05536021e+14\n", + " -1.05191219e+14 -6.09660656e+14 1.79392171e+15 5.45925635e+13\n", + " 3.63657866e+15 -2.18027794e+15 -7.78551707e+14 4.01878625e+14\n", + " -1.41972891e+16 -2.39524583e+15 5.18102906e+15 -2.94052145e+15\n", + " 1.49201850e+15 1.79824932e+14 5.88821845e+15 -2.90486048e+15\n", + " -2.51034924e+15 1.08774504e+14 5.71402819e+15 -3.22801465e+14\n", + " 1.30268756e+15 2.63974226e+15 -2.12904736e+14 3.86083678e+15\n", + " 1.70276566e+15 2.15531586e+14 -8.10703328e+14 -1.18298462e+15\n", + " 1.69394851e+15 8.23157905e+14 -1.19507226e+15 3.98108796e+15\n", + " 2.52361582e+15 -2.52968843e+14 -1.44486541e+15 3.32754562e+15\n", + " 1.51148871e+15 7.48948616e+14 -4.21389133e+15 -1.18492547e+15\n", + " -9.30864035e+13 2.15313444e+15 -1.62686637e+15 -4.09723284e+15\n", + " 2.50304304e+14 1.61922282e+15 3.13208813e+15 2.51576512e+15\n", + " 1.62150260e+15 1.33381261e+15 2.65632924e+15 -2.52338496e+14\n", + " -1.12568250e+15 2.26424343e+15 2.76519582e+15 1.37996464e+15\n", + " -2.00211971e+15 -4.06467141e+14 -3.30897904e+14 -8.82156602e+14\n", + " 3.42183455e+14 4.02164625e+14 2.59709013e+15 1.53954382e+15\n", + " 7.94086300e+14 1.49764722e+15 5.04640494e+14 -9.69057574e+14\n", + " -1.65188625e+14 3.45065204e+15 -1.53889957e+15 6.62027363e+14\n", + " -4.28378431e+14 2.71642980e+15 -6.44881703e+14 1.09639505e+15\n", + " 1.69615004e+15 1.27167255e+15 5.55532059e+14 -1.52132770e+15\n", + " 1.49481602e+15 -4.11621720e+15 -5.18322745e+14 -3.61172930e+14\n", + " 1.09363694e+15 -7.70650498e+14 -3.51344692e+14 -2.81085467e+14\n", + " -1.06316811e+15 1.40198717e+15 -1.54715329e+15 -1.39283955e+15\n", + " 2.20340171e+14 7.11670037e+14 5.20784661e+14 -9.93534392e+14\n", + " -3.41314432e+14 1.09657174e+15 -4.80755909e+15 -7.89046432e+14\n", + " -1.79034230e+15 8.98951228e+14 4.98297589e+15 -1.69734136e+15\n", + " 1.95235304e+14 -2.09007897e+14 5.53334252e+14 7.75459153e+14\n", + " 1.05286259e+15 -4.70424013e+13 -6.46199602e+14 -1.49765113e+15\n", + " -2.03940237e+15 5.10657356e+13 -8.70801103e+14 5.22079400e+15\n", + " 7.29301591e+14 4.42614055e+14 4.95528428e+14 2.92277897e+15\n", + " 2.10694515e+15 -8.36035302e+14 -1.42331389e+15 6.65687960e+14\n", + " -2.39051187e+15 -3.09723940e+15 3.70963019e+15 -5.51528824e+14\n", + " -4.18945610e+14 -7.19374314e+14 6.86220143e+15 -1.89894883e+15\n", + " -1.41566124e+15 -2.49545861e+15 -1.45448376e+15 1.88103783e+15\n", + " -9.16767004e+14 1.41103660e+15 1.65386239e+15 5.26197253e+13\n", + " 1.30055201e+15 1.16903074e+15 2.12103381e+14 1.57866124e+14\n", + " 1.28763297e+15 1.09468834e+15 -1.22230882e+14 1.05355879e+15\n", + " -1.69314047e+15 6.66278642e+14 -1.60511793e+15 -1.24312900e+15\n", + " 1.38043527e+14 -9.39478608e+14 -6.70230749e+14 5.33574543e+13\n", + " -9.52975766e+14 -3.60001497e+14 1.00616005e+14 -1.70236385e+15\n", + " -1.11868778e+15 -1.85520802e+15 7.37532691e+14 -3.21306952e+14\n", + " -2.43423555e+14 1.20009389e+15 -2.46031571e+15 1.30497859e+15\n", + " -2.24462534e+15 1.87023138e+15 2.99917209e+15 1.21119264e+15\n", + " 7.02076095e+14 -1.31530892e+15 -4.42623753e+12 6.51624524e+14\n", + " 8.12428044e+14 3.42843924e+14 4.87518799e+14 -4.85026728e+14\n", + " 3.60716648e+15 2.44081711e+15 5.23330058e+14 6.27645323e+14\n", + " 2.64803977e+15 -3.95339088e+14 2.00265366e+14 2.08459615e+15\n", + " -2.15944450e+15 5.46665747e+14 -1.65761856e+15 8.44731419e+13\n", + " 1.04549483e+15 1.65852056e+15 -2.25386446e+15 1.72887853e+15\n", + " -1.84242002e+15 -1.04272791e+15 -7.03459052e+14 6.11487658e+14\n", + " -1.80929982e+15 -1.25317486e+15 -1.43208106e+15 8.14323926e+14\n", + " 3.27878088e+13 1.67309840e+15 5.29802508e+14 4.73937054e+15\n", + " 3.30773557e+14 1.33537006e+15 2.70900322e+15 9.74262249e+14\n", + " 1.03862948e+15 -3.63455323e+14 4.16902334e+15 -4.90655154e+14\n", + " 1.32451638e+14 3.51777550e+13 4.63698050e+15 -1.71738527e+15\n", + " -1.32238388e+15 -3.22814557e+14 -1.37586285e+15 -7.68364822e+14\n", + " 1.70053378e+15 1.14823757e+15 -1.51399469e+15 8.66084414e+14\n", + " -1.59824125e+15 2.54712218e+15 1.47802936e+15 -5.84138540e+14\n", + " 2.04833143e+14 -1.60032546e+14 -1.29315618e+15 7.48722910e+14\n", + " -1.56426870e+15 1.24095134e+15 -3.99756627e+14 7.62457698e+14\n", + " 8.19680867e+14 -2.15119947e+15 3.94805841e+15 7.21645699e+14\n", + " 8.76095846e+14 -2.38877059e+15 -2.59934702e+14 2.91764600e+15\n", + " 1.15619196e+15 1.47990721e+15 -1.63997182e+15 -2.34310861e+15\n", + " 1.25362571e+15 1.38773481e+15 -1.50552769e+14 1.81796314e+15\n", + " -4.23355723e+14 -5.01405651e+15 1.63486819e+15 -1.18104887e+15\n", + " 9.16487748e+13 3.74043765e+14 -6.11127467e+14 -2.73223566e+15\n", + " -1.49513512e+15 2.01278805e+15 9.66155431e+14 -2.57917496e+15\n", + " 5.35582491e+14 7.94554973e+13 4.81578853e+14 2.30345554e+14\n", + " 1.19936045e+15 -2.08321134e+15 -7.24717796e+14 1.63662668e+14\n", + " -3.63870195e+14 1.89733369e+15 -1.21950895e+15 -1.13376878e+15\n", + " 3.13808554e+15 -3.89374808e+14 -1.71448936e+15 1.87820348e+15\n", + " -1.13490532e+15 -2.75604885e+14 -6.46331931e+14 -1.16698038e+15\n", + " -4.02933726e+15 2.29761525e+15 2.43482987e+15 1.78288662e+15\n", + " 8.73262046e+14 -1.02561076e+15 2.87468095e+15 -2.65847562e+14\n", + " 2.83299903e+15 -6.47329553e+14 6.46275703e+14 -1.85331394e+15\n", + " 8.76833092e+14 -5.19812893e+14 -2.21618571e+15 -1.70048993e+15\n", + " 1.69579216e+15 -2.71928084e+15 2.66944898e+15 -7.44892732e+13\n", + " 7.35532728e+14 4.54763001e+14 2.48226995e+15 1.85911487e+15\n", + " 1.28263997e+15 -1.63261721e+14 1.87430506e+15 4.54447722e+14\n", + " 1.03148974e+15 -2.16346449e+15 -3.92120833e+14 -2.68656770e+14\n", + " 1.12848422e+15 1.67580448e+15 4.33268260e+15 1.43176101e+15\n", + " -2.37400438e+15 6.46061575e+14 -8.72591600e+14 -8.64490722e+12\n", + " -4.32446827e+13 -4.05463884e+14 2.23403957e+15 4.59967192e+15\n", + " -3.73404449e+14 3.58644291e+14 2.41062670e+15 9.08906223e+13\n", + " -1.01933997e+14 3.40608408e+14 1.82689380e+13 4.05019325e+14\n", + " -6.27765807e+14 3.22189307e+14 -6.66810821e+14 -1.00601072e+15\n", + " -2.20274557e+15 -3.08694854e+14 1.94605672e+15 1.53642866e+15\n", + " -5.04321756e+14 -4.78974734e+14 -3.45763670e+13 -1.69022393e+14\n", + " 1.15279892e+14 -5.69941027e+14 7.85125408e+15 -9.90928501e+14\n", + " -1.85811567e+15 -4.91435775e+13 -5.18727584e+14 3.42158074e+13\n", + " -5.63303959e+14 -1.75660176e+14 1.29470760e+15 -3.29202969e+14\n", + " 1.03920657e+15 -2.23313337e+14 2.99444936e+15 8.87389295e+14\n", + " -4.17135520e+14 4.25939303e+14 -7.08393254e+14 -1.38196942e+15\n", + " 1.77445942e+14 8.42373060e+14 3.83247411e+14 -2.38731989e+15\n", + " -1.72717805e+15 8.52919288e+13 -1.67387325e+13 1.29775955e+15\n", + " -6.34146135e+14 1.40814382e+14 6.14634127e+14 1.25438316e+15\n", + " 2.72239898e+14 -2.65667275e+14 1.77645184e+15 1.96969069e+15\n", + " 4.06279636e+14 -2.18148574e+14 2.82706150e+14 -3.74454922e+14\n", + " -7.33560703e+13 -1.35477631e+15 -1.09659547e+15 -7.50862573e+14]\n", + "Found 8401 total galaxies in catalog for cluster 30553\n", + "[-2.00902972e+15 5.22447123e+14 1.88753044e+14 ... 3.91307255e+14\n", + " 1.11724912e+15 -4.13898443e+14]\n", + "Found 2161 total galaxies in catalog for cluster 11651\n", + "[ 9.46130667e+14 -2.53725026e+15 4.16707461e+14 ... -4.22919477e+14\n", + " 7.68795874e+14 2.90226771e+14]\n", + "Found 3115 total galaxies in catalog for cluster 27728\n", + "[ 5.82231868e+14 4.64159384e+15 -1.15803762e+15 ... -4.79678298e+14\n", + " -4.29645752e+14 -5.39675432e+14]\n", + "Found 3282 total galaxies in catalog for cluster 30757\n", + "[ 1.13187556e+15 5.91684397e+14 2.03716561e+15 ... -1.04884830e+14\n", + " 3.34916985e+14 2.15475801e+14]\n", + "Found 5806 total galaxies in catalog for cluster 32634\n", + "[-3.85403326e+15 -4.65747763e+14 4.62048495e+14 ... 8.37594176e+14\n", + " 5.74685593e+14 -1.01602446e+15]\n", + "Found 3646 total galaxies in catalog for cluster 33429\n", + "[ 8.51724799e+14 5.31710842e+15 1.18921704e+15 ... -6.89263869e+14\n", + " -4.14237145e+14 -2.19892036e+14]\n", + "Found 2372 total galaxies in catalog for cluster 15656\n", + "[-2.25161265e+14 1.87328190e+15 -4.10281523e+15 ... -7.90215627e+14\n", + " 1.20114901e+15 -5.87244033e+14]\n", + "Found 963 total galaxies in catalog for cluster 29784\n", + "[-7.37958337e+14 -1.82281581e+14 1.84488277e+14 -1.14754893e+14\n", + " -3.92016457e+14 9.30436452e+14 -5.50306683e+14 9.49667153e+14\n", + " -3.74492977e+14 3.69776921e+14 2.69399851e+14 -9.51997055e+14\n", + " -2.60472841e+14 -2.25308115e+15 1.12893246e+15 -4.62341815e+14\n", + " 1.63869570e+15 -2.18755381e+14 7.77059112e+14 -9.83719805e+14\n", + " -2.70360130e+15 2.38110888e+15 1.05692727e+15 7.85875555e+13\n", + " 1.84108669e+15 1.10795717e+15 8.95663309e+14 -3.59965844e+14\n", + " 5.03403317e+15 -1.22862492e+15 -3.40971953e+15 2.54092857e+15\n", + " 2.60918301e+15 -1.63817255e+15 3.85544364e+15 -1.18822315e+15\n", + " 1.86378333e+15 -2.01619030e+15 -2.46103599e+14 1.88383362e+15\n", + " -3.38504600e+14 3.58214422e+15 5.71948888e+15 2.15057959e+15\n", + " -1.61762861e+15 -1.64259308e+15 1.13321119e+15 -2.56043258e+15\n", + " 1.52121266e+14 -1.51798225e+15 3.86974454e+15 4.95182580e+14\n", + " 2.66851345e+13 -8.40736957e+14 1.28357656e+15 9.33265932e+14\n", + " 2.06325822e+15 -8.86832195e+15 -1.24141058e+15 -2.74945343e+15\n", + " 2.47478522e+15 3.84164350e+15 1.86732612e+15 -2.89440565e+15\n", + " 3.24176677e+15 -2.39658372e+15 -9.89001730e+14 -1.89738986e+14\n", + " -1.47038218e+15 1.38767784e+15 6.13353932e+14 1.18558750e+16\n", + " 5.56774768e+13 1.80535391e+14 3.65081805e+14 2.92734375e+15\n", + " 7.32909435e+14 2.45656882e+14 -4.43864036e+14 -5.21975165e+14\n", + " -3.64159528e+14 -2.58876049e+15 -2.00669854e+15 -3.29735893e+15\n", + " 6.54713570e+14 2.15713701e+15 -1.05385127e+15 2.26230930e+15\n", + " 4.97727623e+15 5.06951537e+14 1.62298968e+15 -8.34491759e+12\n", + " -7.22901432e+14 -2.97815251e+15 3.07264565e+15 -1.27988706e+15\n", + " 3.76618080e+15 1.51746149e+15 -1.01121612e+15 -3.16293704e+15\n", + " -2.44128393e+15 -7.14228816e+14 -6.69521889e+15 4.79163851e+15\n", + " -4.40933628e+15 -5.83170798e+15 -2.99728267e+14 4.85113151e+14\n", + " 3.01468150e+15 -1.97751155e+14 -5.27449310e+15 2.40878141e+14\n", + " -2.33691484e+15 -9.65772621e+14 2.13887406e+15 -1.63809279e+15\n", + " -2.78274087e+15 -9.10391433e+14 -1.29475288e+14 3.12072211e+15\n", + " 1.37796709e+15 1.81657180e+15 -6.50014617e+14 -4.49123935e+15\n", + " -1.34302475e+15 -5.16172632e+15 -1.02667771e+14 2.51824703e+15\n", + " -2.88251075e+15 6.66610088e+15 -2.94423388e+15 3.20802313e+14\n", + " 7.94637815e+14 8.52491277e+14 3.28387772e+15 6.63786626e+15\n", + " 2.12460282e+15 -2.26584774e+15 -2.60032544e+15 9.56075501e+14\n", + " 2.98316823e+15 3.93041194e+15 -1.02248708e+15 -3.51821601e+15\n", + " -2.78764093e+14 -2.80638486e+15 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3.49702748e+13 1.04085073e+14\n", + " 2.11330528e+13 7.34210122e+14 -1.10070252e+15 4.24907683e+14\n", + " 1.97548141e+14 2.97848838e+14 -9.37138584e+14 -2.19835282e+14\n", + " -6.08809436e+14 -6.91748422e+14 4.43205550e+14 1.15955809e+15\n", + " 1.14659256e+15 -1.13732284e+14 6.32665997e+14 3.05902098e+14\n", + " 6.36552740e+14 -1.32676481e+15 -9.88541035e+14]\n", + "Found 2313 total galaxies in catalog for cluster 22630\n", + "[ 8.51587648e+14 -3.75245908e+14 -1.16964224e+14 ... -3.01910259e+14\n", + " -2.20834296e+14 8.32172945e+14]\n", + "Found 1247 total galaxies in catalog for cluster 17777\n", + "[-3.38649869e+14 1.00347783e+15 -1.05884567e+15 ... 3.44799419e+14\n", + " -8.41254526e+14 -3.66644610e+14]\n", + "Found 2529 total galaxies in catalog for cluster 33569\n", + "[-7.34770010e+14 -1.96768705e+15 -1.29612553e+15 ... -2.19398739e+14\n", + " -2.44285906e+14 -7.63164626e+14]\n", + "Found 2263 total galaxies in catalog for cluster 39996\n", + "[ 1.08947369e+14 -2.22168887e+14 -8.97323670e+14 ... 2.15614881e+14\n", + " -4.66746134e+14 -7.54631133e+14]\n", + "Found 4094 total galaxies in catalog for cluster 37007\n", + "[ 2.80323801e+14 2.84900887e+15 1.10051822e+15 ... -5.22372778e+14\n", + " -5.08101342e+12 4.91980157e+14]\n", + "Found 4852 total galaxies in catalog for cluster 25937\n", + "[ 9.32515588e+14 -2.66318830e+15 -1.35879702e+15 ... -8.62793903e+14\n", + " -3.32732966e+14 6.03956029e+13]\n", + "Found 1586 total galaxies in catalog for cluster 24386\n", + "[-2.58084442e+15 -1.66103277e+15 8.15287526e+14 ... 1.38022693e+14\n", + " 3.57097229e+14 -1.59442426e+14]\n", + "Found 5253 total galaxies in catalog for cluster 44685\n", + "[-3.78521169e+15 1.31152833e+15 -1.35952846e+14 ... -5.25520983e+14\n", + " 7.00188343e+14 4.70455524e+14]\n", + "Found 2779 total galaxies in catalog for cluster 48725\n", + "[ 1.02052727e+15 -9.63890073e+14 1.47725352e+15 ... -5.57637538e+14\n", + " -6.80528600e+14 -2.35934934e+14]\n", + "Found 2228 total galaxies in catalog for cluster 27260\n", + "[-1.94903228e+15 3.19466292e+15 -7.03903015e+14 ... -8.62062889e+14\n", + " -1.10085016e+15 3.90708812e+14]\n", + "Found 1532 total galaxies in catalog for cluster 35316\n", + "[ 1.40483938e+15 -4.22730440e+14 -4.15287838e+14 ... -7.46857530e+14\n", + " -5.12594365e+13 -1.11972633e+15]\n", + "Found 1270 total galaxies in catalog for cluster 59428\n", + "[ 5.13761286e+14 -1.73517981e+14 5.17088313e+14 ... -6.18984581e+14\n", + " -3.93720568e+14 -8.56817007e+14]\n", + "Found 2305 total galaxies in catalog for cluster 25976\n", + "[ 4.91943669e+14 7.04918950e+14 5.21084442e+14 ... 8.15161939e+14\n", + " -8.04345228e+14 -8.44612378e+14]\n", + "Found 3178 total galaxies in catalog for cluster 31596\n", + "[ 2.10463620e+15 -3.05129080e+15 7.16253721e+14 ... -7.50774970e+14\n", + " -2.16445397e+14 -3.69846487e+14]\n", + "Found 6358 total galaxies in catalog for cluster 26346\n", + "[ 2.53248222e+14 3.36816763e+15 -2.55684344e+15 ... 8.78047968e+13\n", + " -6.81770617e+14 -6.47895833e+14]\n", + "Found 3056 total galaxies in catalog for cluster 36608\n", + "[ 3.50688162e+14 5.54681910e+15 -1.44819393e+15 ... -5.31466731e+14\n", + " -4.62455074e+14 -4.82025990e+14]\n", + "Found 3770 total galaxies in catalog for cluster 26938\n", + "[-1.26838485e+14 4.46916397e+14 2.49215718e+15 ... -5.26948581e+14\n", + " 3.20170912e+14 2.97780184e+14]\n", + "Found 1528 total galaxies in catalog for cluster 74483\n", + "[ 1.44343591e+14 7.73215843e+14 -5.05798053e+14 ... 2.95719215e+14\n", + " -4.72604858e+14 -5.33003924e+14]\n", + "Found 2946 total galaxies in catalog for cluster 62882\n", + "[ 2.08367134e+15 -1.96036108e+15 2.73727766e+14 ... 1.18877851e+15\n", + " -7.23494022e+14 6.21026242e+13]\n", + "Found 626 total galaxies in catalog for cluster 25770\n", + "[ 1.00415764e+15 1.66860757e+14 2.12551529e+14 -1.06726456e+15\n", + " -9.71950716e+14 -1.00337046e+15 -5.67707070e+14 1.65377774e+15\n", + " -2.19069392e+14 -3.88872077e+15 1.24575643e+15 1.55120180e+15\n", + " 3.45378324e+15 -3.45072873e+14 5.53660330e+15 6.24205520e+14\n", + " 1.53493882e+15 1.26933127e+15 2.48106887e+15 -1.70511260e+15\n", + " 1.08016354e+15 -3.52821530e+15 -5.69558906e+14 -4.58708619e+15\n", + " 4.43989357e+15 6.63825842e+15 5.87793653e+15 2.02293235e+15\n", + " 1.93698106e+15 3.49166171e+15 -4.65770950e+15 -5.87428793e+15\n", + " -3.82593312e+15 3.74970907e+14 -1.09855887e+15 -1.76164047e+14\n", + " -3.26332434e+15 -3.28749614e+14 -3.24802374e+15 -7.50343915e+14\n", + " 9.68252183e+15 5.79235415e+15 -1.17853018e+15 -1.63747522e+14\n", + " 1.61553348e+15 1.60241511e+15 -1.10643821e+14 -1.13170627e+14\n", + " -5.31372264e+15 -5.54681217e+15 -3.69800434e+15 -1.12531097e+15\n", + " 6.98270653e+13 -2.93749864e+15 -3.21491284e+15 -8.86529164e+14\n", + " 1.39186623e+15 -2.89046182e+15 2.45024874e+15 -3.28498646e+15\n", + " -7.10018466e+14 5.30634266e+14 -9.71072955e+14 -2.97020862e+15\n", + " -5.84777755e+15 -3.06293851e+15 1.59144088e+15 7.87109242e+14\n", + " -2.98991069e+14 1.16446497e+15 -3.72199941e+15 -7.69705680e+15\n", + " 2.91783622e+14 2.77596792e+15 -8.16801139e+14 -1.04626332e+15\n", + " -9.13882398e+13 -5.88886437e+14 1.34079445e+15 -9.37068806e+13\n", + " 1.69289650e+15 -3.97338278e+14 2.08955600e+15 -2.70922727e+14\n", + " -4.79034301e+15 2.54118914e+15 2.00042477e+15 1.04675095e+15\n", + " 2.41317051e+14 -1.62017761e+15 1.62974196e+15 1.31322846e+15\n", + " -1.09564470e+15 -5.70694335e+14 -5.09310494e+14 -5.01334490e+14\n", + " 9.90072735e+14 -2.49676228e+15 6.40947098e+15 1.74375255e+15\n", + " 2.13778358e+15 -1.25308279e+15 4.63964712e+15 -1.41001995e+15\n", + " 2.43243230e+15 1.62002521e+15 -1.23169709e+15 1.20924929e+15\n", + " -1.19050081e+15 3.04741958e+15 4.76251465e+15 7.55061241e+14\n", + " -3.68452316e+15 6.40129778e+14 -4.77139519e+14 3.45160488e+15\n", + " 2.07970098e+15 2.20284044e+15 4.55247924e+15 4.12383506e+15\n", + " 1.43462770e+15 3.55220855e+15 -1.47500744e+15 1.03804589e+16\n", + " -2.46277834e+15 -1.66422653e+15 1.84993715e+14 1.80893453e+15\n", + " -1.03803252e+15 4.08136892e+15 -5.73425184e+15 6.26376052e+14\n", + " 2.03495508e+15 -2.95094452e+15 9.12311930e+14 -2.30886271e+14\n", + " 2.04654641e+15 -1.04528042e+14 -1.46089962e+15 -2.14337620e+15\n", + " -2.66216322e+14 2.32418631e+15 1.65913575e+15 1.26587052e+15\n", + " -1.14660212e+15 -1.46441284e+15 -1.06264442e+14 1.49384809e+15\n", + " 7.72275354e+15 2.25999002e+15 -1.68147435e+14 6.26536132e+14\n", + " -4.49417484e+14 2.31169887e+15 -4.21329376e+14 -1.50636225e+14\n", + " 2.59614323e+15 -7.02255995e+14 2.52852557e+15 -6.76027233e+14\n", + " -1.47043518e+15 7.65497536e+15 1.40018108e+15 -1.70344944e+15\n", + " 2.64816122e+15 -2.63319921e+15 -2.45937767e+14 1.92254224e+15\n", + " -3.90868148e+14 -6.38180887e+14 9.13719809e+12 -2.26469522e+14\n", + " 2.03750762e+15 2.37634358e+15 -4.06913970e+15 -1.26935069e+15\n", + " -2.02296789e+15 1.70846003e+14 -1.03018041e+15 -4.19456397e+15\n", + " -3.14341861e+15 -1.33783735e+15 -7.02149225e+14 -3.16550792e+15\n", + " 1.93461703e+15 2.25083067e+14 -5.16079105e+15 -3.10547029e+15\n", + " -7.90611171e+14 -1.06705929e+15 2.42371875e+15 9.18177701e+14\n", + " 5.70231334e+15 2.50874678e+15 -6.54331677e+14 -2.54892729e+14\n", + " 2.80813602e+15 4.51900448e+15 2.28177129e+14 8.49396290e+14\n", + " -1.31778642e+15 3.23295688e+14 1.17818158e+15 -6.92978527e+14\n", + " -3.24848898e+15 -2.55805724e+12 1.03327531e+15 8.81966033e+14\n", + " -1.14117810e+15 -1.38171082e+15 5.84986575e+14 -2.97650978e+15\n", + " 9.25179578e+14 -2.67238426e+15 4.66402978e+14 -1.18940387e+15\n", + " -1.17694053e+15 -2.06561028e+15 8.97340386e+13 8.19393787e+14\n", + " -4.92086625e+14 2.76417257e+15 3.51137882e+15 -2.01878868e+15\n", + " 3.87646767e+14 -5.55992780e+14 2.71340777e+14 1.95915175e+15\n", + " 1.35500368e+15 3.55510467e+15 -2.32365002e+15 -1.21971658e+15\n", + " 8.20805332e+14 -1.60024088e+15 -5.22840725e+13 -1.73497792e+15\n", + " 3.89455318e+15 5.72168447e+15 1.72908983e+15 8.63793725e+14\n", + " -8.97431378e+13 1.04511441e+14 6.98152227e+14 9.98397870e+14\n", + " -1.39253390e+14 -5.10374814e+15 -1.38717970e+15 -1.28224462e+15\n", + " -2.15470248e+15 3.79961939e+14 -9.02990739e+14 1.72831158e+15\n", + " -3.07608489e+15 5.26601143e+15 7.88371004e+14 -3.27059987e+15\n", + " -5.72625331e+14 -4.07574704e+15 1.07463877e+15 3.08922031e+15\n", + " 1.40402123e+15 -3.04395130e+15 2.81849279e+15 -9.44667925e+14\n", + " -1.43819970e+14 -2.69742694e+15 2.02954138e+15 -1.04074377e+15\n", + " 1.43899842e+15 -2.30880344e+14 7.07269670e+12 1.17551609e+15\n", + " 1.22069158e+15 -1.00464731e+15 1.74668247e+15 4.86121960e+14\n", + " 8.71381617e+14 2.90390491e+15 -1.01877775e+15 3.56790436e+14\n", + " -3.20559648e+15 -4.53535502e+15 -3.03142502e+14 -7.74845671e+14\n", + " -6.36397419e+15 1.64133762e+14 -7.90849498e+14 3.26606611e+14\n", + " 3.86756899e+15 1.20032808e+15 3.46963567e+14 -1.73984800e+14\n", + " 3.87887697e+15 -1.00634705e+15 6.76582389e+14 2.27787579e+14\n", + " -1.24086065e+15 1.54366875e+14 2.24449568e+14 3.19391352e+14\n", + " -4.12207767e+14 -4.83021516e+14 -5.18419685e+14 -1.55999160e+15\n", + " 2.50449198e+15 3.84607469e+14 -2.17090064e+15 6.52871451e+14\n", + " 1.38088581e+15 6.02759598e+13 1.28168917e+15 -7.72837931e+14\n", + " -1.93555051e+15 6.71463282e+14 -2.54068132e+15 1.23677126e+15\n", + " -2.86715425e+15 -3.67890942e+15 8.67806306e+14 -1.10914290e+15\n", + " -2.49165404e+14 2.11511932e+15 7.31852132e+14 2.64092929e+14\n", + " -2.06080197e+15 -8.35334081e+14 3.58007267e+15 9.41041801e+14\n", + " 3.90520616e+14 3.52110810e+14 -6.37634962e+14 2.67001276e+15\n", + " -5.03964650e+15 -2.84716018e+15 2.07348658e+15 -4.15873418e+14\n", + " 3.55576280e+15 1.67223036e+15 1.04744355e+15 3.26836435e+12\n", + " 1.25892945e+15 6.61006927e+14 -4.99601353e+14 2.73912402e+14\n", + " -7.39878316e+14 -5.19363209e+14 -4.70855297e+15 9.86173102e+14\n", + " 2.66255858e+14 -4.29587051e+14 1.73083443e+14 9.48773764e+14\n", + " 1.41982603e+14 3.46330771e+14 1.04128534e+15 -1.76275110e+15\n", + " -8.72899797e+14 -1.01952943e+15 -2.42040174e+15 -3.32808991e+14\n", + " -2.47747349e+15 -2.92432706e+15 -4.76795837e+14 -7.16195200e+14\n", + " 2.26810931e+15 1.10894480e+15 5.38020496e+14 -2.14476639e+15\n", + " 3.97696289e+14 1.29556901e+15 1.18913405e+15 -3.55362517e+15\n", + " 1.77973129e+15 4.86672969e+14 7.01355459e+14 5.44271168e+14\n", + " -1.62385325e+14 -8.56159969e+14 2.84684792e+15 1.22583107e+15\n", + " 2.41319301e+14 -9.49856944e+14 -1.21098897e+15 2.84787773e+15\n", + " -1.80147512e+15 2.81468590e+15 3.91987062e+14 9.61972418e+14\n", + " 1.10018021e+15 -9.06464597e+14 -1.25469793e+14 3.96319883e+14\n", + " 1.33955763e+15 7.03584369e+14 3.64691688e+15 3.33678077e+14\n", + " -7.47103031e+14 9.70202901e+14 3.53060629e+15 1.70935154e+14\n", + " -2.42857492e+15 -1.73869246e+15 3.07526341e+14 -1.15912985e+15\n", + " 1.67037991e+15 3.14947971e+14 -9.30324896e+14 4.83161966e+15\n", + " -2.56919684e+13 -8.26841829e+14 -2.36539999e+13 3.89271948e+14\n", + " -2.71932545e+15 -1.32066893e+14 -1.30184792e+15 5.84461888e+14\n", + " -4.20610323e+14 1.40657689e+15 4.88744189e+14 -1.80530748e+15\n", + " -7.04979196e+14 8.76313864e+14 7.98846422e+14 -2.79524893e+14\n", + " 5.90830371e+14 2.02946469e+15 2.79547016e+14 1.03495124e+15\n", + " 1.03322605e+15 2.23283079e+15 5.86841059e+14 -4.39762401e+14\n", + " -1.02153121e+15 1.76222628e+15 2.25302055e+15 7.24173439e+14\n", + " 2.10797572e+14 -2.92172280e+14 1.67150064e+15 1.82186189e+15\n", + " 5.30356136e+14 1.28877844e+15 -3.93288979e+14 4.17439962e+14\n", + " 6.18892202e+14 -5.56277110e+14 1.19405616e+15 9.74866141e+13\n", + " 1.69443923e+15 -9.01419796e+14 -1.27330978e+15 1.95106442e+15\n", + " 7.31225947e+14 3.61594579e+15 -3.45571095e+14 -3.29222178e+14\n", + " 2.20104167e+15 -7.80631372e+14 -6.42922078e+14 -4.03711713e+14\n", + " -2.88664536e+14 -2.44937686e+15 1.56851525e+15 1.07874202e+15\n", + " 1.49072335e+15 2.22896909e+15 1.23538456e+15 1.38293201e+15\n", + " -1.48240618e+15 1.46598370e+13 6.74701693e+14 5.77007950e+14\n", + " -6.41965529e+13 -4.85934098e+14 1.00218208e+15 5.55417658e+14\n", + " -1.19763327e+15 -1.61778460e+14 -3.12207466e+14 8.46823366e+14\n", + " 1.36808012e+15 2.83017718e+15 -1.23623119e+15 2.80605070e+15\n", + " -4.18034041e+14 1.27596508e+15 -2.19171915e+14 -6.49673766e+14\n", + " 7.47618837e+14 9.53266098e+13 1.95853467e+15 -2.66484231e+15\n", + " -5.85790700e+14 1.60818018e+15 -6.18584321e+14 1.99061716e+15\n", + " 7.74046811e+14 6.25677734e+14 9.40679358e+14 -2.25656392e+15\n", + " 9.39752406e+14 -1.70816266e+14 -1.03509207e+15 1.82474438e+15\n", + " 2.05318817e+15 -1.54949842e+15 7.53102735e+14 -1.23433194e+15\n", + " 6.36479121e+15 -1.65043814e+15 -1.17771308e+15 9.57899436e+14\n", + " 4.12966326e+14 -1.81112167e+15 -1.06908399e+14 -8.33403037e+14\n", + " 9.46160103e+14 -1.58721707e+15 5.00616923e+15 -1.67163790e+15\n", + " 2.61504805e+14 -1.72264469e+15 -1.29867418e+15 -1.26749772e+15\n", + " -6.17493068e+14 -3.71280222e+14 -1.52198705e+15 1.36479484e+15\n", + " 4.09812318e+15 -2.60881882e+15 -6.77556658e+14 -1.12157804e+15\n", + " 1.67891902e+15 2.18227554e+15 -1.11466030e+15 1.11836073e+15\n", + " 2.05134153e+15 -2.73345615e+14 9.60808710e+13 1.37947430e+15\n", + " 4.71181372e+14 1.93624344e+15 -1.95667247e+15 -1.16471340e+15\n", + " -1.27619644e+15 -1.02470009e+15 1.23759987e+15 1.60379151e+15\n", + " 4.05966191e+14 1.27533460e+15 2.40805548e+15 -5.52294673e+14\n", + " 1.39943707e+14 -3.64978474e+14 -7.65648182e+14 5.99988193e+14\n", + " 1.29699271e+15 1.49038889e+15 4.19795425e+14 -5.02043774e+14\n", + " -1.06949443e+15 -1.05802603e+14 -1.59520572e+14 -1.11300138e+15\n", + " -6.50313648e+14 4.95504868e+14 3.77780756e+14 1.50984167e+13\n", + " 2.82260341e+15 6.91024564e+14 8.81679463e+14 7.83825406e+14\n", + " -1.32816702e+15 1.10322843e+15 -2.64140843e+14 -4.79400558e+14\n", + " 1.21601975e+14 -1.18726791e+15 5.38519491e+14 -1.12022196e+14\n", + " 6.52237636e+14 3.01924039e+15 -6.69356710e+14 3.32777552e+13\n", + " -3.68144629e+14 5.26313683e+13 -3.57111976e+14 -5.23279867e+14\n", + " -8.68679349e+14 1.24085827e+14 1.11155595e+15 1.24583227e+15\n", + " -9.27933619e+14 1.70311788e+15 -2.92927463e+15 -6.16772898e+14\n", + " 3.98366216e+15 -7.87875225e+15 -8.14619153e+14 2.15055772e+15\n", + " -1.62496532e+15 -5.39470555e+15 -1.20650134e+15 -1.61349251e+15\n", + " -3.23555900e+14 -2.49279441e+14 -4.73562962e+14 -2.32909188e+15\n", + " 3.22259435e+13 5.29419473e+15 3.33890794e+15 4.62466663e+14\n", + " -3.49169699e+13 8.73642906e+14 1.44862736e+15 1.01514521e+15\n", + " 3.39175066e+13 1.39788557e+14 -9.14049513e+14 -1.19358895e+14\n", + " -2.23596432e+15 9.70020632e+13 -1.32551814e+15 1.13394750e+15\n", + " -6.50676474e+14 -5.02428048e+13]\n", + "Found 514 total galaxies in catalog for cluster 59302\n", + "[-1.43878407e+15 -6.11090128e+14 1.91456142e+14 1.41168715e+14\n", + " 1.29116400e+15 -3.17365182e+13 -2.99089642e+14 9.83851146e+14\n", + " -1.28703786e+16 2.28767883e+15 1.51843708e+15 -2.86218168e+15\n", + " -7.98641772e+14 3.75113099e+15 -8.71407787e+15 -3.52462694e+15\n", + " 4.27997819e+15 -7.35576944e+14 -2.41992140e+15 -1.54411479e+15\n", + " -5.81570735e+15 -1.88886600e+15 -6.39398263e+15 -2.14065002e+15\n", + " 1.81624691e+15 2.40297790e+15 2.99810423e+15 4.85725545e+15\n", + " -2.41439402e+15 -1.37673433e+15 1.59514315e+14 -1.94106937e+14\n", + " -3.77260875e+15 -2.48833435e+15 1.26242186e+15 -1.10381711e+15\n", + " -9.24791956e+15 -6.29779876e+14 1.04292064e+16 3.24630378e+15\n", + " -1.72526400e+15 3.72238798e+15 -5.26285957e+14 -3.19385787e+15\n", + " -8.22144784e+14 -4.14678229e+15 1.38492944e+15 6.50214223e+14\n", + " -4.10852735e+15 -1.61915904e+14 -1.58651560e+15 1.26381211e+15\n", + " -1.07665623e+15 4.49839279e+14 1.25256305e+15 -2.37858074e+15\n", + " 2.21805225e+14 -3.84934355e+15 2.02770715e+15 -1.45951266e+14\n", + " -1.35743878e+15 3.06094993e+15 1.63162378e+15 2.03948500e+14\n", + " 9.48147794e+13 1.46143836e+15 1.78809901e+15 1.92732321e+15\n", + " -6.38100242e+15 5.04255979e+15 -6.76553396e+15 1.49137406e+15\n", + " -1.87913896e+15 3.75885925e+15 -9.01771149e+14 2.57458185e+15\n", + " -3.75636615e+15 6.94805093e+14 -1.08239387e+15 2.73679566e+15\n", + " -1.96350178e+15 -7.56151237e+14 -1.19727357e+15 -2.78514966e+15\n", + " -2.10459967e+15 -4.97173410e+14 1.38575784e+15 1.78090762e+15\n", + " 8.61138429e+14 4.94561093e+15 1.11566254e+15 3.47305533e+15\n", + " 1.28364082e+15 7.02373962e+14 -1.89514701e+15 2.70057926e+15\n", + " -8.43138934e+14 1.08370912e+15 2.16218484e+15 -5.48001282e+14\n", + " -9.66112449e+14 -3.88507650e+14 1.49159710e+15 2.30427818e+15\n", + " -2.97925418e+15 -9.70113790e+12 -1.52999548e+15 1.84409694e+15\n", + " 8.75787268e+14 4.20368145e+15 -1.99822681e+14 1.85605742e+14\n", + " 1.58869907e+15 4.53712722e+15 2.43194350e+15 3.25520419e+14\n", + " -8.27802435e+12 -4.71398776e+14 -1.12060265e+15 5.18450143e+15\n", + " -3.65493391e+15 2.52422488e+15 -1.04499677e+16 -6.19126105e+14\n", + " 3.29170156e+15 -2.57856692e+14 -5.60768105e+14 -1.66727436e+15\n", + " -1.88466015e+14 1.24984480e+15 -7.64229002e+14 3.03223301e+15\n", + " 3.72548403e+15 1.08572745e+15 -1.27926345e+14 3.53349728e+15\n", + " 7.89549654e+14 1.64844205e+15 -3.39040033e+15 -1.79372588e+15\n", + " -2.96385025e+15 -1.94680340e+14 8.36439532e+14 1.86336792e+15\n", + " -2.46374737e+15 1.91893633e+15 -3.20922466e+14 4.27467846e+15\n", + " -8.93484806e+14 -5.43476517e+13 9.69599422e+14 -2.02860081e+15\n", + " -7.44433100e+14 -4.63826734e+13 1.35813364e+14 -2.53343935e+15\n", + " -1.96214258e+15 -1.55318782e+15 1.70270996e+15 9.15776953e+14\n", + " -2.15422918e+15 -2.13432443e+15 5.98010856e+15 -1.85611311e+15\n", + " -5.97733999e+12 -5.60590266e+15 -1.78442808e+15 -4.83519438e+14\n", + " -1.07961773e+15 -1.62100066e+15 5.92829015e+15 -1.45944111e+15\n", + " -2.06001383e+15 1.06705748e+14 8.13646678e+14 -3.73727530e+15\n", + " -1.32228662e+14 -1.12186774e+15 2.87808583e+15 1.60889888e+15\n", + " 6.55786363e+14 -3.28794969e+15 9.49382028e+14 9.25756707e+15\n", + " -3.52159361e+15 -6.24045855e+15 -5.60544923e+14 2.35607043e+15\n", + " 4.90895090e+14 -4.78725229e+14 3.07819541e+15 1.32139752e+15\n", + " -4.78685246e+15 8.64578159e+14 9.54751947e+14 -9.27021922e+15\n", + " 3.46100861e+15 4.06644845e+15 3.58714328e+15 3.29759840e+15\n", + " -2.95537644e+14 3.69452368e+15 -5.12534055e+14 4.34259669e+14\n", + " -5.99087654e+14 -1.73176412e+15 6.22158563e+14 -2.72907090e+13\n", + " 3.20645139e+15 1.47065431e+15 -4.77976606e+14 -1.24767803e+15\n", + " 7.04231926e+14 -2.90281974e+14 1.70778627e+15 -2.75286148e+15\n", + " 2.84318440e+14 -4.46602651e+14 4.87403143e+14 -1.57349493e+15\n", + " -3.13385217e+15 -3.78350314e+14 -3.67972662e+15 1.12920708e+15\n", + " 1.52516564e+15 -3.16350557e+15 3.20581580e+15 1.13645231e+15\n", + " -6.49470086e+14 -4.28853959e+13 -3.18609768e+15 7.17256096e+15\n", + " 3.63498638e+14 -2.54566865e+15 1.26362938e+15 -1.38158244e+15\n", + " 2.12756099e+15 -1.13761352e+15 1.84684671e+15 -4.01539065e+14\n", + " -4.65529702e+15 -2.56547688e+13 -1.18882185e+15 9.75469965e+14\n", + " 3.14457336e+15 3.89563316e+15 -1.93458000e+14 1.99734006e+15\n", + " -3.93363748e+15 -4.40081122e+14 -2.17176034e+15 1.96220327e+14\n", + " -1.74106890e+15 2.99489264e+15 1.85837979e+15 -8.92129921e+14\n", + " 2.72290437e+15 -1.84041762e+15 2.16996804e+15 -1.33405264e+15\n", + " 3.34983918e+15 2.09020971e+14 2.78982187e+14 9.42569358e+14\n", + " -6.53535265e+14 1.61652429e+14 3.09457139e+15 -6.83834327e+13\n", + " 3.36578424e+15 -2.31017546e+14 -1.63917902e+15 -2.18915422e+15\n", + " 4.00420910e+15 -2.07144565e+15 -1.86202966e+15 -2.66747157e+13\n", + " -1.45402724e+13 -6.46782155e+14 -1.11470167e+15 1.32925368e+15\n", + " -1.23168318e+15 3.09552145e+15 -2.01071947e+15 7.88401961e+13\n", + " 8.38688015e+14 1.56857737e+15 9.98859326e+14 6.93451744e+14\n", + " 4.05289050e+14 4.19582212e+13 -1.27514825e+15 3.06081220e+15\n", + " -2.75183146e+15 8.59811370e+14 -3.09208532e+15 1.56958045e+15\n", + " -6.44120295e+14 6.65427576e+13 -9.46518732e+14 5.71916868e+14\n", + " 1.54609647e+15 1.81443254e+15 -1.32902523e+15 -1.04855344e+14\n", + " -2.50275180e+15 1.29885739e+13 1.31839719e+15 -4.77715398e+14\n", + " -4.32311062e+14 4.73645433e+14 1.54440674e+15 1.65368151e+14\n", + " 2.66035081e+15 -1.01001001e+15 2.06997042e+15 -3.89579355e+15\n", + " -1.63442807e+15 1.96860803e+15 4.39706227e+15 1.58014244e+14\n", + " 8.95575627e+13 3.42737575e+15 -3.55419224e+13 -1.37612731e+15\n", + " 2.61913642e+14 -3.11625112e+15 -5.28670694e+14 1.30554064e+15\n", + " -8.44296503e+14 -3.67626703e+14 -2.06940673e+14 -1.74425576e+15\n", + " -3.04703342e+15 -1.37833356e+15 -4.81947460e+14 5.94562774e+14\n", + " -1.45191947e+15 -3.07365919e+15 -6.42458597e+14 -2.40319332e+14\n", + " 1.12975036e+15 -2.29569515e+15 2.08058804e+15 2.53418150e+15\n", + " -1.29122158e+15 -6.22328339e+14 -5.02567342e+14 2.68393337e+15\n", + " 1.00961346e+15 -4.89984424e+14 3.34881621e+14 -2.41612018e+15\n", + " -1.96183458e+15 -1.06534848e+15 8.07132761e+14 -3.35853552e+14\n", + " -4.05954613e+14 3.19536100e+13 3.72791212e+15 7.92819728e+14\n", + " -3.18072625e+14 -1.80277910e+15 5.56719009e+15 -3.46260667e+14\n", + " 2.26718061e+14 6.91932056e+14 -2.79137154e+14 -6.22435402e+13\n", + " -4.19556574e+14 -1.89601903e+15 1.40863574e+15 6.98367055e+14\n", + " -2.71304609e+15 1.19040680e+13 -2.38053297e+14 -2.60271038e+13\n", + " 1.27298442e+15 -1.90761516e+15 1.19208893e+15 1.56241717e+15\n", + " 1.15497625e+14 -2.57111468e+14 3.72163811e+13 6.66561429e+14\n", + " 6.70801447e+14 -6.94771794e+14 -3.84017882e+14 -1.21803229e+15\n", + " -9.08442884e+14 -6.07260227e+15 1.94440662e+15 3.37900598e+15\n", + " -3.33376068e+14 1.03750797e+14 5.73465937e+14 -1.41614524e+15\n", + " 3.55595843e+14 9.48059241e+14 -1.61276702e+15 1.94434549e+14\n", + " -2.65421341e+14 9.51270355e+12 -7.01896894e+14 -1.17459852e+15\n", + " 1.13535509e+15 1.71915433e+15 -8.13496643e+15 -1.52729147e+15\n", + " -4.65436754e+14 -1.89336427e+15 -1.93510654e+14 1.68706031e+15\n", + " 7.50399560e+13 1.30933351e+15 1.54619249e+15 -2.46824573e+15\n", + " 2.63851359e+14 -2.46812339e+15 2.93585363e+14 6.25269557e+14\n", + " 1.79695875e+13 -4.06298909e+14 -3.31585072e+15 4.57683508e+15\n", + " 3.03394743e+15 -1.10824634e+14 8.45774156e+14 -7.14045338e+14\n", + " -1.12846080e+15 -2.80468444e+14 6.21900973e+14 -1.70638034e+15\n", + " 5.06448494e+14 1.65206502e+14 -1.06996137e+15 1.13540703e+15\n", + " -1.80594321e+15 -2.16543934e+15 1.83292758e+14 -1.54795438e+14\n", + " -4.24506689e+15 -3.80084743e+14 -3.40761741e+15 1.75052135e+15\n", + " -2.66048090e+15 3.23849259e+14 -1.89940047e+15 -3.58888701e+14\n", + " 9.73633254e+14 1.95920270e+14 7.11929599e+14 -2.80886035e+14\n", + " -7.00936182e+14 -6.12847384e+14 6.71984533e+14 -4.22804678e+14\n", + " 2.00295361e+14 8.67629611e+14 1.38705886e+15 9.95681047e+14\n", + " 3.39707667e+14 -2.85994175e+14 8.05024606e+14 -2.23982630e+13\n", + " 8.82641457e+14 -2.23743819e+14 2.10604309e+15 1.98235621e+15\n", + " 1.52101376e+15 1.34699143e+15 5.83749543e+14 -1.35307648e+15\n", + " -1.56205819e+14 1.58604870e+15 -5.80271902e+14 4.98160445e+14\n", + " -8.07626898e+14 -7.27145858e+14 8.46353516e+14 1.49028402e+15\n", + " -1.06878532e+15 4.75477356e+14 1.91013179e+15 3.12589875e+14\n", + " -1.02978151e+15 7.51786662e+14 1.31802795e+15 -6.38300743e+14\n", + " -8.26503368e+14 -1.98405050e+15 -1.55543868e+15 -1.67900321e+15\n", + " 4.41828445e+14 9.52405084e+14 6.56496137e+14 -1.08494466e+14\n", + " -7.81489397e+14 9.41253995e+14 -3.77123653e+14 -8.93842079e+14\n", + " -7.59461501e+14 -1.09208882e+14 2.45089860e+15 9.08114834e+13\n", + " -2.05795623e+15 -3.77422832e+14 2.68988483e+15 1.17152292e+15\n", + " 7.51075719e+14 2.16046590e+15 1.58560230e+15 -7.18515913e+15\n", + " -4.72026867e+14 8.97391096e+14]\n", + "Found 1152 total galaxies in catalog for cluster 53335\n", + "[ 1.55123140e+15 -7.51104264e+14 -5.46312239e+14 ... 7.71472114e+14\n", + " -7.72421473e+14 8.31785284e+13]\n", + "Found 609 total galaxies in catalog for cluster 23919\n", + "[-2.50147292e+14 1.23403085e+15 -8.96202417e+14 5.14111945e+14\n", + " -9.24603135e+14 -1.32907261e+15 -1.41266526e+14 1.75240690e+15\n", + " -4.24101912e+14 -9.94320329e+14 4.37276059e+14 -5.22456396e+14\n", + " -2.15295858e+14 -7.06328314e+14 8.17417112e+14 4.09469241e+14\n", + " -1.51709841e+14 -4.92928424e+14 -8.57928548e+14 -1.54569732e+14\n", + " 1.80266008e+15 1.39009509e+15 -8.08012213e+15 -1.45191660e+15\n", + " 8.09385942e+14 -3.75176507e+14 -1.92747236e+15 -1.84412061e+14\n", + " 1.04749220e+15 -6.15617072e+13 -7.10198229e+15 8.18386398e+14\n", + " -3.74606835e+14 1.33018840e+15 -3.37865628e+13 -2.96232289e+15\n", + " 2.49826081e+15 -2.21470610e+15 -4.08634347e+15 -1.99420898e+15\n", + " 4.01422042e+14 4.20351839e+15 -1.82234184e+14 -8.56338592e+14\n", + " 2.48856620e+15 4.57906921e+15 7.13919255e+15 -5.23470498e+14\n", + " -2.34667197e+15 1.12023012e+15 -4.57561873e+15 5.52296863e+14\n", + " 4.43223131e+13 -1.35623082e+14 4.07071951e+15 1.87048067e+15\n", + " 2.48523955e+15 -1.91016615e+15 3.17351097e+15 4.36023989e+15\n", + " -5.83578718e+14 5.33759633e+15 -1.52523320e+15 -8.47747551e+15\n", + " -3.65658169e+15 2.20141245e+15 1.60896415e+15 -1.97759311e+15\n", + " 5.23711645e+15 -9.68489202e+13 -8.69057066e+14 -1.90511866e+14\n", + " 4.41773922e+15 5.14777866e+15 4.57071223e+15 -2.01950939e+15\n", + " -4.22679006e+14 2.07571569e+15 -1.62312763e+15 4.28880007e+15\n", + " 5.50179012e+15 -9.92982959e+14 -1.52241894e+15 2.29902596e+15\n", + " -2.12406680e+15 1.08327105e+15 -8.06442533e+15 -4.12421845e+14\n", + " 3.43895349e+15 2.33324819e+15 -5.18917796e+15 1.74064036e+15\n", + " -6.84602616e+15 5.48064106e+15 1.59330999e+15 3.67978775e+15\n", + " -1.93738157e+15 -1.23821452e+15 3.17725414e+15 -2.86115054e+14\n", + " -2.71116250e+15 2.31386384e+15 2.34363912e+15 -1.28953998e+15\n", + " -4.24771600e+15 4.64299307e+14 -2.08158911e+15 3.13552511e+15\n", + " 2.73143752e+15 3.77711309e+15 3.15092205e+15 -1.36823213e+15\n", + " -2.33054320e+15 6.31094247e+14 -4.98172984e+14 1.29322423e+15\n", + " 4.28656899e+14 4.15842441e+14 -4.93729607e+14 -3.29053137e+15\n", + " 1.62980683e+14 4.58197363e+15 3.54837226e+15 -1.98151435e+14\n", + " 1.55016891e+14 -8.88162160e+14 3.73636819e+15 2.70973720e+15\n", + " -1.12589512e+15 -3.51672540e+15 -4.32800470e+15 1.87548103e+15\n", + " 1.92908774e+15 2.02921236e+15 -7.89982022e+14 -2.20640218e+15\n", + " 1.11557130e+15 -1.44144932e+15 -8.16359917e+14 1.90613934e+15\n", + " 3.33011147e+15 1.27017351e+14 3.49458151e+15 1.97085754e+15\n", + " -1.07820631e+15 -8.15272791e+14 -5.92797402e+14 5.78819801e+15\n", + " 5.63019103e+13 3.49633181e+14 2.79199934e+14 6.70521822e+13\n", + " -1.24551250e+15 9.51157295e+15 -2.32463019e+15 2.63421556e+15\n", + " 4.20821914e+14 -3.57709467e+15 4.78926859e+14 1.79729305e+15\n", + " 2.63658176e+15 2.14269959e+15 4.50469281e+14 -2.11598011e+15\n", + " -1.31292000e+15 5.85131865e+14 -3.14758006e+14 1.02779715e+15\n", + " 1.63217791e+15 3.11161396e+15 -1.70210831e+15 7.81362210e+14\n", + " -4.15427196e+15 -2.31774336e+15 -2.24706429e+15 -1.32862374e+14\n", + " -4.85719074e+15 -9.40075903e+14 1.90553072e+15 -1.74103703e+15\n", + " 7.01828154e+13 -8.33757363e+14 -9.05882874e+14 -1.12637644e+15\n", + " -1.06398469e+15 4.95425827e+15 1.11920875e+15 -9.73106791e+14\n", + " -2.24202061e+15 -6.31583203e+14 1.18891574e+15 -1.73577456e+15\n", + " -1.05143467e+15 -5.91611811e+15 -9.73262605e+14 3.55834099e+14\n", + " 4.29295841e+14 -5.46552417e+14 -1.67192052e+14 5.55269974e+15\n", + " -6.07842969e+15 4.05597143e+15 -7.68673025e+14 2.39172111e+15\n", + " 1.45270676e+15 -3.58239325e+14 -1.80801463e+15 3.15103614e+15\n", + " 7.30431370e+14 -2.91849157e+14 3.11697074e+15 -5.86131534e+13\n", + " -7.47209867e+14 2.96550751e+15 4.84869812e+15 2.59047784e+15\n", + " 3.30661919e+14 4.80656687e+15 7.97875168e+15 2.62555010e+14\n", + " 2.41853277e+14 5.30351455e+14 -4.02636310e+14 -3.28361663e+14\n", + " 1.30157924e+15 2.75144209e+15 -4.35176178e+15 -2.45089893e+15\n", + " 2.67732234e+15 1.63348440e+15 -2.65463593e+15 1.57459109e+15\n", + " 2.13815209e+15 5.78051612e+15 6.97284529e+14 -6.48664662e+15\n", + " -5.54988268e+14 -1.12645370e+16 6.58090997e+14 -3.23935552e+15\n", + " -1.38491863e+15 -3.60428178e+15 -2.48344329e+15 2.11274743e+15\n", + " 3.25735975e+15 4.90360495e+15 2.96182702e+14 4.20693389e+14\n", + " 3.56266800e+15 2.60455599e+14 3.37450897e+15 -2.23699338e+14\n", + " 3.14101554e+15 1.88805769e+14 -3.61088462e+15 -1.66067931e+15\n", + " 1.69689116e+14 3.70164801e+14 -1.15155067e+15 6.69933526e+14\n", + " -8.19873943e+14 8.01090257e+14 -3.63923921e+15 -8.08755797e+14\n", + " 1.60744394e+15 -2.63125154e+15 1.57744980e+15 -1.07565583e+15\n", + " -4.38712269e+14 5.91917912e+14 1.80780701e+14 -1.24244771e+15\n", + " 1.96834836e+15 -3.52207300e+15 1.73320443e+14 -2.70835312e+15\n", + " -1.45940087e+15 -6.93871905e+15 4.29467419e+15 -1.84182058e+15\n", + " -5.17574847e+15 4.18336884e+15 -1.45068455e+15 -1.00897469e+16\n", + " -3.31960969e+15 -5.55233196e+15 4.07595390e+15 6.29842164e+15\n", + " -2.04995762e+14 6.31481395e+15 4.54519828e+14 -2.68646344e+15\n", + " -6.65676401e+13 3.02398449e+15 -3.16426504e+14 9.53665356e+14\n", + " 7.98497699e+14 3.90028235e+14 -1.29589684e+15 4.92741026e+14\n", + " 1.33618776e+15 2.67419346e+15 3.62362170e+14 9.67128581e+14\n", + " -1.50118402e+14 1.65925083e+15 4.21546070e+14 1.54399273e+15\n", + " -4.18676736e+15 7.12207314e+14 -2.41336351e+15 8.88039593e+14\n", + " 1.93605570e+15 8.44298928e+13 1.79530915e+15 4.40222564e+15\n", + " 6.36208421e+14 3.02062647e+15 4.97049173e+14 -5.15048215e+13\n", + " -1.74990696e+14 1.75979030e+15 -6.35632346e+14 1.79826386e+15\n", + " 8.07613301e+14 -5.47333532e+14 6.27880613e+13 1.78187833e+15\n", + " -5.80932925e+14 -1.12385603e+15 -3.58777004e+15 -8.56267923e+14\n", + " 9.05281804e+13 8.42763100e+13 -4.29580807e+14 -1.08283293e+15\n", + " 1.01052637e+15 -1.42681809e+14 -1.37064094e+15 -2.20204328e+14\n", + " -1.49441901e+15 4.62333361e+14 1.83901540e+15 2.05089975e+15\n", + " -2.77252842e+15 -1.70245129e+15 6.42466262e+14 1.08652964e+14\n", + " 1.40716889e+14 2.68543403e+15 9.30416379e+13 -3.91041203e+14\n", + " -2.52092475e+15 6.58475844e+14 -2.18828503e+14 -1.28849611e+15\n", + " 2.96805416e+14 1.25395332e+15 1.26021380e+14 7.70398631e+14\n", + " 1.71680031e+15 3.78667990e+15 6.60287797e+14 2.69779133e+13\n", + " 5.47324791e+15 -2.28433912e+15 -6.55909621e+14 -2.54299965e+14\n", + " -1.28479551e+15 -2.04742383e+15 -3.95754919e+14 -2.07126724e+15\n", + " 2.05978101e+15 8.31477791e+13 3.63465201e+14 1.73857653e+15\n", + " -1.05470355e+15 -5.36044589e+14 -7.90831148e+13 -2.17840834e+15\n", + " -1.03413914e+14 -9.11683201e+14 -3.19582896e+14 4.84687661e+14\n", + " 2.63555656e+15 2.45133949e+15 2.15685122e+15 1.81742993e+15\n", + " -2.12335110e+15 -9.30238214e+14 2.41684611e+15 -3.61709926e+15\n", + " 2.92497866e+15 -8.27057699e+14 2.21265564e+15 -9.48802749e+14\n", + " 5.30461869e+14 3.75513198e+14 -2.94560753e+15 6.57036732e+14\n", + " -1.65422770e+15 1.02869923e+15 -1.24146486e+15 6.63695429e+14\n", + " -1.83497621e+15 1.83256424e+15 5.59895110e+14 -2.30251339e+15\n", + " -1.60242829e+15 1.21930901e+15 -9.94045637e+14 1.53041387e+13\n", + " 1.12020619e+14 1.53732922e+14 -4.28453235e+14 -4.03360273e+15\n", + " 8.75373631e+14 -3.29097845e+15 -9.01574592e+14 -1.17034511e+15\n", + " 5.41711920e+15 2.44660711e+15 -8.94152707e+14 8.55664512e+14\n", + " -1.74783242e+15 -3.63031085e+14 -2.02182551e+15 7.11728732e+13\n", + " -3.72286760e+14 2.37777359e+15 1.96573575e+15 -2.88870986e+15\n", + " 9.67274280e+14 5.01864095e+14 -3.34185694e+13 -1.05814501e+15\n", + " 1.21278862e+15 1.21999926e+15 6.81668111e+15 -7.02147566e+14\n", + " -1.75645411e+15 8.54229315e+14 6.69556778e+14 -4.19469732e+14\n", + " -4.11595019e+14 -1.66625311e+15 -9.84913693e+14 3.10684655e+15\n", + " 6.67615770e+14 -6.32276429e+14 -1.68535366e+14 2.08600020e+15\n", + " -6.73917355e+14 4.30928093e+14 -6.63348059e+14 5.31800096e+14\n", + " 1.98885520e+15 -1.26031945e+15 -9.32249690e+14 7.82929457e+14\n", + " -6.90299698e+14 1.69924398e+15 1.12021807e+15 -4.15485865e+15\n", + " -2.14039855e+15 2.02263765e+15 -7.92575935e+14 -3.85611501e+15\n", + " 2.35913910e+15 9.89924393e+14 -2.24569791e+15 5.19509620e+15\n", + " 4.47957647e+14 -1.39135052e+13 -1.06439767e+15 7.52904038e+14\n", + " 4.68313006e+14 2.35298833e+14 -2.43170591e+15 -3.03407111e+15\n", + " 1.53395673e+15 1.93768746e+14 1.12857575e+15 -4.84178400e+15\n", + " 3.29043450e+15 6.90138401e+15 -6.33847820e+14 -1.93377255e+15\n", + " 8.53976424e+14 -3.83734160e+14 1.45525124e+14 2.52821485e+15\n", + " -2.06010048e+14 -6.43070889e+14 -1.03384140e+15 2.49063699e+15\n", + " 1.15410094e+15 1.50072478e+14 -8.51359301e+14 7.05696507e+13\n", + " 1.06096380e+15 -5.61703928e+15 -9.38588349e+14 -1.11822252e+15\n", + " 9.53740274e+14 3.34677776e+15 8.50034541e+14 -3.77666670e+13\n", + " -2.59919052e+14 -1.93308277e+15 4.39202994e+14 -8.59156326e+14\n", + " 1.92354284e+15 -8.98547348e+14 -2.33903927e+15 1.78572368e+15\n", + " 1.62652788e+15 1.18710318e+15 1.35551281e+15 1.31224208e+15\n", + " -1.95613488e+15 5.79748786e+14 -1.61368364e+15 9.16612308e+14\n", + " 7.75106737e+14 -2.51091065e+15 -3.52434207e+15 -1.65430494e+15\n", + " 1.12930018e+15 2.14427249e+15 -1.39470080e+15 -1.41632473e+15\n", + " -1.01612733e+15 -5.51323242e+14 8.07432685e+14 1.57945545e+14\n", + " 6.06238623e+14 1.10021731e+15 1.70700383e+15 -3.21714626e+15\n", + " -3.24550610e+15 -5.43663242e+14 -1.57916850e+14 -1.45207235e+15\n", + " 1.16362784e+15 1.94640617e+15 1.01711966e+15 1.30643484e+15\n", + " 7.35610243e+14 4.40984656e+15 -9.48732950e+14 -4.33912491e+14\n", + " 7.51498993e+14 8.99512342e+14 4.00751684e+13 3.47764348e+15\n", + " 1.76620695e+15 1.34492946e+15 -6.76471280e+14 -1.58470753e+15\n", + " 1.93282589e+15 -2.43909485e+14 -1.64360409e+14 -3.63825327e+14\n", + " 9.85848666e+14 -5.13641036e+14 1.19361728e+15 2.32556925e+14\n", + " 2.67777345e+15 -2.78306415e+11 -1.31976157e+15 -1.32296616e+14\n", + " 5.34870142e+13 -6.88420476e+14 2.63375705e+14 2.06229361e+15\n", + " -6.53057441e+14 -3.57764977e+14 2.45201672e+14 -4.27056127e+14\n", + " -9.47454521e+14 -7.06808634e+14 5.01280052e+14 -8.24066685e+14\n", + " -7.52915556e+14 8.30296440e+14 4.10940755e+14 -1.30973261e+15\n", + " 6.77880164e+14 5.39661361e+14 5.21519037e+14 2.62727830e+14\n", + " -1.65626107e+15 -1.25801812e+14 -1.59713747e+14 -4.49102434e+14\n", + " -8.81406337e+13 1.88600751e+15 -4.10778676e+13 -1.04852689e+15\n", + " 2.23334174e+14 1.05902216e+15 -3.95513637e+14 -8.08816943e+14\n", + " 2.63672014e+14 9.22942233e+14 8.46442224e+14 -1.53146432e+15\n", + " -1.44944854e+14]\n", + "Found 3765 total galaxies in catalog for cluster 16567\n", + "[-6.11875650e+14 -1.82453438e+15 -7.34214802e+14 ... -1.43990858e+14\n", + " 8.45657844e+13 -5.92919349e+14]\n", + "Found 2588 total galaxies in catalog for cluster 41321\n", + "[ 1.07302003e+15 9.63527021e+14 1.89720172e+15 ... -1.08809502e+14\n", + " -2.43459056e+14 5.00291826e+13]\n", + "Found 558 total galaxies in catalog for cluster 52141\n", + "[ 4.94817024e+14 2.21749393e+14 -5.64387637e+14 5.50945138e+14\n", + " 1.43851782e+13 4.58784295e+14 -2.81188864e+14 3.46070609e+14\n", + " -1.53633996e+15 -5.08553282e+14 -1.35686664e+15 -3.55836255e+14\n", + " 1.98595065e+15 2.56335547e+15 1.01272354e+14 5.94687840e+14\n", + " 3.08596351e+15 8.40223057e+15 -3.23050055e+15 5.06601601e+15\n", + " -1.73360137e+15 1.45737893e+15 7.30503979e+15 -1.61903695e+15\n", + " -3.93446730e+15 -3.95063257e+14 3.40830233e+14 -1.69818677e+15\n", + " -2.08555754e+15 7.51273641e+14 -1.97728472e+15 -2.71454416e+15\n", + " -4.39862286e+14 5.50862841e+15 2.68063218e+15 -1.13119642e+15\n", + " -1.07323479e+14 7.13527545e+15 -3.65050841e+15 3.19674722e+14\n", + " 3.92756317e+15 2.14515135e+15 1.76549885e+13 1.67183826e+15\n", + " 1.46301617e+15 2.77100682e+15 2.40391573e+14 4.77512220e+15\n", + " 3.01046515e+15 -2.87096070e+15 3.59301211e+15 4.38605463e+14\n", + " 7.53330451e+14 -5.42355100e+15 -7.42867674e+14 -3.53392871e+15\n", + " -3.34785114e+14 -1.75680152e+15 -3.72339006e+14 -3.58146508e+15\n", + " 2.20158436e+15 -2.70060207e+15 1.12335100e+15 5.72450389e+15\n", + " 5.60909212e+15 5.07480164e+15 1.94983945e+14 8.36743558e+15\n", + " -8.10963624e+14 -4.46251345e+12 2.28176795e+15 -5.40105214e+15\n", + " 2.44780215e+15 3.98182277e+14 7.92524707e+14 -5.24595636e+15\n", + " -5.95640782e+14 2.43594031e+15 -3.10823875e+15 -2.45135162e+15\n", + " -3.22116646e+14 8.72551846e+14 7.68309553e+14 -4.45928629e+15\n", + " -7.16195506e+15 -2.08678920e+15 -3.79576130e+15 1.55456169e+15\n", + " -4.81770848e+15 -1.00411986e+15 -1.19751745e+15 2.85542765e+15\n", + " -9.28309702e+14 3.70127699e+15 5.54495208e+15 3.61511408e+15\n", + " 1.29718020e+15 -1.35612481e+15 1.31511045e+15 2.05715345e+15\n", + " -7.26971986e+14 -1.76835335e+15 -1.31671711e+14 1.41717015e+15\n", + " -2.87003156e+15 2.00175213e+14 -7.03176565e+14 -3.01699229e+15\n", + " 2.01363975e+14 1.75559431e+15 -1.73208323e+15 -3.46822403e+15\n", + " -2.72988410e+15 -7.78781193e+14 -3.33430808e+14 8.86996407e+14\n", + " 1.62382781e+15 1.31312604e+15 -1.50814834e+15 1.42092155e+15\n", + " 1.83088345e+15 -4.06183118e+15 -2.08720622e+15 1.65555813e+15\n", + " -3.45016005e+15 -9.58038618e+14 -1.96021822e+15 -8.46415563e+15\n", + " -5.74736408e+14 8.03098455e+15 1.09025034e+15 2.26226363e+15\n", + " 1.85054422e+14 1.16736985e+15 -1.35332854e+15 -2.38191751e+15\n", + " -5.43524476e+14 2.55045552e+13 -3.57650557e+14 3.08899799e+15\n", + " -3.22008188e+15 2.52848671e+15 5.81238604e+14 1.32886454e+15\n", + " 1.15213470e+15 -1.17818821e+15 2.07247137e+15 6.52205746e+14\n", + " -4.44572168e+14 -4.22084426e+14 -1.77785112e+14 7.02659705e+14\n", + " -1.49458067e+15 -3.80068231e+14 -1.44613146e+15 -5.26498591e+14\n", + " 1.14539346e+15 3.72334768e+14 1.36265120e+15 -3.07458199e+15\n", + " -2.37195511e+15 -6.31386978e+15 2.97474759e+15 3.38153786e+15\n", + " 1.78694887e+15 7.64703171e+15 -2.60893093e+15 6.05576894e+13\n", + " 5.37139984e+15 -1.16266429e+14 -2.31798682e+15 1.67962757e+15\n", + " -4.14450977e+14 -9.97389729e+14 -2.65495294e+15 3.71244924e+14\n", + " 3.37050046e+15 -1.31500500e+15 -1.06451639e+11 -3.58031624e+15\n", + " -5.50922977e+14 4.19722743e+15 1.49782191e+15 -7.07941920e+14\n", + " -8.31873025e+13 1.14540999e+15 -2.76687610e+15 -4.24358009e+15\n", + " 2.06960934e+15 2.23944371e+15 -3.92070731e+14 2.28374462e+15\n", + " 7.24700020e+14 1.49741509e+15 -1.61769816e+15 -1.40722862e+15\n", + " 9.18366364e+14 2.67073379e+15 -6.09417303e+14 -9.93467603e+14\n", + " -1.31423217e+15 1.53716396e+15 -1.73302537e+12 1.57367780e+15\n", + " -5.46913478e+13 -4.16310026e+14 -7.41413794e+14 7.80640475e+14\n", + " 1.07267707e+15 -9.93809292e+14 4.08493702e+15 -3.18087357e+15\n", + " -3.41479766e+15 2.58985535e+15 -3.76900547e+15 1.27900768e+15\n", + " -6.38505921e+14 6.66986825e+14 -2.68436158e+15 1.73873481e+15\n", + " 1.01487976e+15 -3.96815012e+15 5.47188259e+14 -8.87592297e+14\n", + " -1.13291404e+15 -6.02239508e+14 -8.09503587e+13 -2.26148127e+14\n", + " -1.43688497e+15 3.16606239e+15 5.50366984e+14 -1.90706346e+15\n", + " -1.32295038e+15 -2.41916449e+15 2.44358963e+15 8.11804341e+14\n", + " 2.14203331e+15 -9.37110452e+14 4.57477508e+14 -8.07864694e+14\n", + " -3.10162648e+14 -1.56197392e+15 -1.41967857e+15 2.52524929e+15\n", + " 1.10462156e+15 1.17033712e+15 4.79897668e+15 2.79030605e+11\n", + " 2.36865548e+14 -1.41169895e+15 2.51399463e+15 -9.11254972e+14\n", + " -1.71826543e+14 -3.61071279e+14 -4.61050161e+13 3.99033614e+14\n", + " 1.11780028e+15 -1.33217059e+15 -9.74581197e+14 1.11461154e+15\n", + " 2.52123350e+15 -1.32026609e+14 4.80208374e+14 1.71739029e+15\n", + " -2.77348270e+15 1.74297291e+15 -2.17314088e+15 2.32778867e+15\n", + " -8.03002696e+14 -2.75303166e+15 1.58888036e+14 6.94283931e+14\n", + " -1.95131299e+15 -1.63351417e+15 3.67188282e+15 3.36825386e+15\n", + " 2.95252852e+15 2.96807140e+15 -7.82623679e+14 6.89849916e+14\n", + " 9.27542887e+14 1.53556268e+15 -5.11797750e+14 -7.64075932e+14\n", + " -1.58076672e+15 1.29827234e+15 -4.59735916e+14 -1.64312620e+15\n", + " 4.54017335e+15 -8.97850616e+14 -2.17335536e+14 7.53836652e+14\n", + " 5.60124836e+14 -2.45215809e+15 1.88227831e+15 1.26914351e+15\n", + " 3.45806496e+15 -3.68284552e+15 5.97574542e+14 8.47381025e+14\n", + " -2.24385752e+14 3.94713464e+14 -3.89944435e+14 6.90325142e+13\n", + " 1.19237966e+15 8.31920860e+14 3.96190090e+15 1.50631258e+15\n", + " 5.12234096e+15 -7.58618433e+14 -1.93631020e+15 -1.92264970e+15\n", + " 2.96322784e+15 1.29466697e+15 4.48422726e+14 3.71345263e+14\n", + " -1.36751746e+15 -4.24599417e+13 1.41773888e+15 1.39069864e+15\n", + " 9.06410988e+14 1.24963953e+15 1.16950773e+15 8.91089556e+13\n", + " -7.50315143e+14 2.43363332e+15 -9.03610547e+14 4.34418135e+14\n", + " -5.78744322e+15 1.78159043e+15 1.09834797e+15 2.25239336e+15\n", + " 2.64619162e+14 -1.59037719e+15 1.00109615e+15 6.69372724e+14\n", + " -1.87397077e+15 5.66112195e+14 3.64900916e+14 1.28488791e+15\n", + " 1.54663027e+15 1.35069767e+14 9.23719198e+14 -1.78705728e+15\n", + " -3.09614546e+15 -6.85136995e+14 -1.17443980e+15 7.54816074e+14\n", + " 1.38201642e+15 -1.20614525e+15 3.70409696e+14 4.71427321e+14\n", + " 4.25356039e+15 1.68765125e+15 1.92306359e+15 -7.02112244e+14\n", + " -6.85590421e+14 2.20063170e+15 -1.40302904e+15 -6.79308905e+14\n", + " -6.74490584e+14 4.49455089e+14 2.64157475e+15 1.06973206e+15\n", + " 4.93690269e+14 -2.29147376e+15 -6.76284083e+13 4.12243676e+14\n", + " 2.37173018e+14 -5.00792481e+15 -2.56405201e+14 -1.94214084e+14\n", + " -5.78415017e+14 1.07920282e+15 -5.46001038e+14 -1.80429988e+15\n", + " -8.59683826e+14 1.26469812e+15 8.01311659e+14 2.67484992e+15\n", + " -2.11528174e+14 -3.85769739e+13 2.33287088e+15 5.20691700e+14\n", + " 2.95835015e+14 -9.47763324e+14 -3.75384532e+14 9.83585718e+13\n", + " -2.81184163e+14 2.21399655e+14 -5.45341051e+14 2.46696667e+15\n", + " -2.16470160e+15 -1.62421902e+15 1.89250738e+15 9.31425274e+14\n", + " 7.44096880e+14 1.95797144e+15 -9.23604827e+14 9.95964289e+14\n", + " 7.81199366e+14 -8.11149060e+13 9.05473630e+14 3.99085851e+14\n", + " 3.51130544e+14 1.19555753e+15 2.23263802e+15 1.05287553e+15\n", + " 1.73072445e+15 2.35975892e+15 -6.12638792e+14 6.57408225e+14\n", + " -1.03059931e+15 -2.27909854e+14 5.58444665e+13 -1.36859374e+15\n", + " -9.56450917e+14 2.92620626e+15 -1.20086378e+15 -1.26292262e+14\n", + " -2.24414083e+15 -7.08363581e+14 -2.11285779e+15 1.22828080e+15\n", + " -1.62736495e+13 -8.67623151e+14 2.86867457e+15 9.23366290e+14\n", + " -1.01011563e+15 -1.31449586e+15 4.77070661e+14 8.58815815e+14\n", + " 2.30948415e+14 -1.50159916e+15 3.60601741e+14 -1.22248210e+15\n", + " 1.42977921e+15 -3.27350980e+14 -1.24259399e+15 6.00558823e+14\n", + " 1.07114772e+15 7.00623278e+14 -1.98834910e+15 -2.94834725e+15\n", + " 1.90848706e+15 7.32710501e+14 -1.26875632e+15 -4.09351560e+14\n", + " 7.66019386e+14 -6.52007032e+13 1.78628741e+14 -1.17893292e+15\n", + " -1.72251843e+15 1.52333381e+14 -3.05824924e+14 9.02111251e+14\n", + " -2.23266011e+15 9.17357030e+14 -8.71886059e+14 -8.92248993e+14\n", + " -4.20514849e+14 -3.79646598e+14 -1.52275817e+15 1.30081164e+15\n", + " -5.15251605e+13 1.40455248e+15 1.13272484e+14 1.16064636e+15\n", + " -1.78353330e+15 -2.27560330e+15 1.35226946e+14 -1.42865946e+15\n", + " 1.16570339e+15 2.09744276e+15 -5.43986591e+14 -1.25412038e+13\n", + " -2.45133592e+15 -1.18677052e+14 -8.97541834e+13 2.99107935e+15\n", + " -3.72871184e+15 2.81197844e+14 7.46433015e+14 2.49497437e+15\n", + " -3.92516119e+14 1.27182759e+15 -1.18223514e+15 -1.82557014e+15\n", + " -2.65060021e+14 1.21188080e+15 2.40902340e+15 1.03024346e+15\n", + " 1.09467831e+15 2.24064476e+15 8.67705656e+14 1.60424948e+12\n", + " -4.69284121e+13 8.70542551e+14 -1.21855307e+15 -7.59478451e+13\n", + " 9.89478009e+14 -2.47175941e+15 -2.87153678e+15 7.14927347e+14\n", + " 3.42019591e+13 -3.92954136e+14 9.76154349e+14 1.67194885e+15\n", + " 1.24347141e+15 1.81583389e+15 1.32611464e+14 4.13697792e+14\n", + " 2.11159986e+15 8.34206904e+14 -9.93529660e+14 -7.67236704e+14\n", + " 2.91825775e+15 4.38170043e+14 -1.78519315e+14 -1.13758727e+14\n", + " 8.18178298e+14 -4.02029904e+14 1.20203032e+13 -6.91076158e+14\n", + " 1.63044640e+14 -2.01764131e+14 -7.69845236e+14 -1.13219840e+15\n", + " -6.71251150e+15 -5.75074308e+14 -4.86481055e+13 1.28433634e+15\n", + " -5.07990987e+14 -1.06701434e+15 5.12893751e+14 -5.57591586e+14\n", + " 4.10658528e+14 1.12357949e+15 5.55483044e+14 2.16317451e+14\n", + " -1.69602827e+14 6.30051125e+14 -1.11489193e+15 -6.87774310e+14\n", + " -1.45357344e+15 -7.32013545e+14 3.67603888e+13 5.08678684e+14\n", + " 4.76026215e+14 1.22918208e+15 -9.10510522e+13 -1.56539325e+14\n", + " 1.31550465e+15 1.00255099e+15 5.33713859e+14 -8.16858365e+14\n", + " 4.54536309e+13 1.38208091e+14]\n", + "Found 2760 total galaxies in catalog for cluster 52451\n", + "[ 2.45128276e+14 2.00120927e+15 -4.41800020e+14 ... -4.67031181e+14\n", + " -9.71372487e+13 2.83629274e+14]\n", + "Found 1560 total galaxies in catalog for cluster 51057\n", + "[-3.86458630e+15 -7.62503584e+14 -7.26616929e+14 ... 3.63125652e+14\n", + " 4.84944480e+14 9.00204181e+14]\n", + "Found 2515 total galaxies in catalog for cluster 14210\n", + "[ 1.07282677e+15 1.36081640e+15 7.89133688e+14 ... -5.08209881e+14\n", + " -4.53824030e+14 -5.73258115e+14]\n", + "Found 2800 total galaxies in catalog for cluster 33410\n", + "[ 1.34620362e+15 1.41804474e+15 2.22767332e+15 ... -7.63726236e+14\n", + " -2.74473231e+14 -8.40412813e+14]\n", + "Found 3542 total galaxies in catalog for cluster 78132\n", + "[ 3.26582435e+14 4.97642363e+15 5.65817042e+14 ... 1.58793556e+14\n", + " -6.28049053e+14 -5.78799102e+14]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 168710\n", + "Collecting data for cluster 0\n", + "Found 2416 total galaxies in catalog for cluster 11\n", + "[-7.84078591e+13 -1.00634301e+14 -3.19048159e+15 ... 7.20812384e+14\n", + " -4.77552103e+14 -4.47345378e+12]\n", + "Found 1982 total galaxies in catalog for cluster 827\n", + "[-8.46831090e+14 5.15085280e+14 -1.85691178e+15 ... -8.03486220e+14\n", + " -8.42444951e+14 -4.19608013e+14]\n", + "Found 1929 total galaxies in catalog for cluster 1985\n", + "[ 4.00798096e+14 -1.82269476e+15 9.61865720e+14 ... -7.99938076e+14\n", + " -1.07058421e+15 -2.95530953e+14]\n", + "Found 1887 total galaxies in catalog for cluster 1632\n", + "[-8.94770475e+14 4.96600824e+14 -1.86244835e+15 ... -3.54982182e+14\n", + " -2.30181381e+14 -4.35457154e+14]\n", + "Found 639 total galaxies in catalog for cluster 2453\n", + "[ 3.17901539e+14 -1.20173834e+15 1.96521915e+15 -7.65320022e+14\n", + " 2.15408572e+15 -6.83488687e+14 -1.66360820e+15 -1.38111094e+14\n", + " 6.09073706e+14 6.55727956e+14 1.50203827e+15 4.23140019e+15\n", + " -5.48812825e+15 -1.41933357e+15 2.65259082e+15 -1.36075730e+15\n", + " 2.51354537e+15 -5.91932694e+15 -3.62016948e+14 -8.16175853e+15\n", + " 1.22788868e+15 1.60257479e+15 1.08473754e+15 1.23446796e+14\n", + " -3.76759600e+15 1.34063631e+14 -3.05603404e+15 -2.83929091e+15\n", + " 8.06540128e+14 1.65371572e+14 2.11301947e+15 -1.50320952e+15\n", + " -1.76033451e+15 -3.70423259e+15 -5.06373053e+15 -1.53819805e+15\n", + " 7.37449815e+15 -2.89862043e+15 5.94223200e+15 2.25060088e+13\n", + " -3.32195612e+14 5.77637401e+15 -6.26074231e+15 -1.16156410e+15\n", + " 4.06447428e+15 4.44855940e+14 2.83914646e+14 8.51787090e+14\n", + " 1.21466035e+15 4.49690122e+14 -2.68145478e+15 -2.21506749e+15\n", + " 4.51329810e+14 1.14068697e+15 -1.94813624e+15 -1.09527766e+15\n", + " -4.53310308e+14 -1.16718374e+15 1.50873649e+15 -3.35997006e+15\n", + " -2.94346967e+15 6.94644019e+14 1.74857083e+15 2.71994900e+15\n", + " -1.76904857e+15 -3.56103624e+14 -3.59296928e+15 -4.08083870e+14\n", + " -3.21530685e+15 -5.57444454e+15 -7.19877849e+14 1.03309420e+13\n", + " 2.89153414e+15 -9.60957431e+14 -3.44345143e+15 -1.69587965e+15\n", + " -3.18230545e+15 -2.11982864e+14 1.64596726e+15 -1.99841567e+15\n", + " -2.05610536e+15 2.16831686e+15 -1.14003166e+15 1.56920741e+15\n", + " 2.30552185e+15 9.83585081e+13 1.12396846e+15 1.29592296e+15\n", + " 1.51524584e+15 3.30626740e+14 -1.05094797e+14 -1.71804680e+15\n", + " 1.09111833e+14 -1.97289682e+15 -1.34911972e+15 -2.71216543e+15\n", + " -3.29391976e+15 -6.28314706e+14 9.42407938e+14 -1.35834594e+15\n", + " 5.80514552e+14 2.59735166e+15 1.23947238e+15 1.77355355e+15\n", + " 7.29983171e+14 -5.00624799e+14 -9.02730373e+14 7.63249970e+14\n", + " -2.56076590e+14 -3.35993119e+14 -3.16141345e+15 2.46189192e+15\n", + " -4.02419287e+15 -8.89363815e+14 -7.05752539e+14 6.59502403e+13\n", + " -1.67366257e+15 -2.16298170e+15 -3.42405617e+15 8.35578347e+14\n", + " -5.96303311e+13 -1.59689110e+14 -1.35082449e+15 -3.87497362e+14\n", + " 5.50280707e+14 1.85121736e+15 4.67120886e+14 1.35374176e+15\n", + " -1.26081605e+15 -3.85066534e+15 -4.21222994e+14 4.60391053e+13\n", + " 1.89467221e+15 8.67177129e+14 -1.91674534e+14 5.09806188e+15\n", + " 1.61333721e+15 -5.79645383e+14 6.60516740e+14 1.10927757e+14\n", + " -2.38653505e+14 -4.92644451e+14 4.45286382e+15 5.71960863e+14\n", + " -2.63779287e+15 3.30507492e+14 8.78262269e+14 -1.65849555e+15\n", + " -7.37026761e+14 -6.29092214e+14 -3.11201838e+14 -9.81315916e+14\n", + " 3.32410833e+15 -1.79930247e+13 1.14407770e+15 -1.88759613e+15\n", + " -4.08723033e+14 -2.03281387e+15 -1.90174364e+15 1.01606769e+15\n", + " 4.57213571e+15 -2.65686708e+15 1.36298087e+15 8.68339402e+13\n", + " -4.60943633e+15 1.81132810e+15 -4.56649642e+14 1.71075540e+15\n", + " -1.28405594e+15 -9.62428151e+14 -1.41755799e+15 9.02281896e+14\n", + " 4.56743566e+14 3.41017502e+15 -3.86419442e+14 1.46078389e+15\n", + " -1.40713306e+15 2.18044487e+15 -9.12795621e+14 1.01553405e+15\n", + " -1.03536770e+15 2.63984577e+15 6.33249633e+14 -1.96702180e+15\n", + " -6.87113687e+14 2.49930036e+15 2.17765001e+15 -6.33195295e+14\n", + " -1.40489587e+15 1.93602775e+15 8.17263355e+14 3.49042718e+13\n", + " 2.79030537e+15 -1.82997685e+14 -3.26489921e+14 -8.28150969e+13\n", + " -1.11757535e+15 -8.79819999e+14 1.13948017e+14 -1.79165795e+15\n", + " 3.36076905e+12 2.20260733e+13 -1.84266162e+15 -2.07262153e+15\n", + " -7.37642481e+14 -1.06571681e+15 -3.00187944e+15 1.03982045e+14\n", + " -1.36346297e+15 -1.38197027e+15 -1.21625909e+15 5.29766268e+14\n", + " -1.65365613e+15 2.08930634e+13 -1.18651860e+15 -7.94514531e+13\n", + " 9.49320728e+14 -4.94329971e+14 2.58309699e+14 4.58150328e+14\n", + " -3.10536721e+14 4.74319720e+14 -1.54883538e+15 2.54635494e+15\n", + " 2.15953113e+15 2.38621086e+15 2.10617078e+13 2.05174258e+15\n", + " 4.53480123e+14 -2.02138343e+15 -1.23301246e+15 4.54723966e+14\n", + " -4.80958006e+14 1.40822052e+15 5.10546470e+14 1.30598866e+15\n", + " 2.36197537e+15 -1.92914820e+15 -1.60485731e+15 2.92246258e+15\n", + " -1.40487226e+15 -3.48068166e+14 1.94948340e+14 1.14923866e+15\n", + " 1.10098925e+15 1.42969683e+14 -1.44051918e+15 -9.62204424e+14\n", + " 9.81542242e+14 1.17378936e+15 1.32032863e+15 9.81885769e+14\n", + " 6.57858627e+14 -2.28605690e+15 -3.55167889e+14 1.17248971e+15\n", + " 8.11217925e+14 -2.28251269e+15 1.44264651e+14 5.42073330e+14\n", + " -2.87516135e+14 -2.18638038e+14 3.51969297e+14 4.23690110e+14\n", + " 1.82139997e+15 1.49341608e+15 -8.73027336e+14 8.44449204e+14\n", + " -4.43634265e+14 -6.49633848e+14 -4.72082058e+14 -4.36307345e+14\n", + " -7.39596100e+14 -1.99532934e+15 8.61670109e+14 -1.44966116e+15\n", + " -2.27667065e+15 2.42734140e+14 -1.12296065e+15 1.78950596e+15\n", + " -4.58266804e+14 9.34550075e+14 -1.19039198e+13 -9.71408451e+14\n", + " 1.13377602e+15 9.76683316e+14 1.47579514e+15 1.31055898e+15\n", + " 1.03599217e+15 1.03278429e+15 1.68868116e+15 1.15162694e+15\n", + " 2.18727096e+15 1.27019642e+15 2.76455879e+14 -1.71263771e+15\n", + " -1.60943475e+15 1.88834956e+15 -2.98389921e+14 -4.68090438e+14\n", + " 5.44568085e+14 6.89213988e+13 1.19688930e+15 -8.41089453e+14\n", + " -6.69864475e+14 -1.84403336e+14 9.04632311e+14 -3.99702513e+14\n", + " 9.82490585e+14 -3.82881759e+14 -6.61603299e+14 9.59592161e+14\n", + " 2.46458091e+14 -1.55033450e+15 3.35024475e+14 8.33522802e+14\n", + " 3.03599381e+13 -4.75820953e+14 -1.70970343e+15 -4.05721294e+14\n", + " -9.44792866e+13 3.30889184e+15 7.30861193e+14 -1.71951963e+15\n", + " -6.00140014e+14 -1.08944730e+15 -4.32754270e+14 -2.94193905e+15\n", + " 9.28343207e+14 -1.98901719e+15 -6.95849482e+14 -4.50983140e+14\n", + " 5.50370422e+14 1.50952648e+15 3.16201945e+15 -8.57304737e+14\n", + " 1.44509419e+15 1.57581047e+15 -2.11311205e+15 -7.08982762e+14\n", + " -1.36717262e+15 1.33265145e+15 1.59210551e+15 1.57195031e+15\n", + " 9.26595564e+14 8.62271983e+13 1.84046703e+15 -2.45686580e+14\n", + " 7.57490925e+14 -1.72289997e+15 2.03289221e+15 1.26104006e+15\n", + " 4.35246408e+14 2.17447330e+15 2.03664175e+14 -1.78811620e+14\n", + " -5.72884569e+14 -1.05692048e+14 -6.88761063e+14 1.62409826e+15\n", + " 3.76614423e+14 1.09046348e+15 -1.67783438e+14 -1.37224173e+15\n", + " -8.30372881e+13 1.11725024e+15 -7.54221482e+14 -2.36951309e+15\n", + " -1.20614090e+15 -6.44226310e+14 2.09273455e+14 -7.02744206e+14\n", + " -5.41392168e+14 3.92339653e+15 6.53481727e+14 -4.58804115e+14\n", + " 1.64998551e+15 -4.41414866e+14 -2.55415219e+14 -1.25722703e+15\n", + " 1.41706853e+14 1.34657520e+15 2.78118572e+14 1.10129971e+15\n", + " 1.27606414e+15 -3.86279380e+14 2.32801423e+15 1.14420332e+15\n", + " -1.12650816e+15 5.39549464e+14 5.27734351e+14 -1.76664377e+15\n", + " 1.29430727e+15 2.89985455e+14 2.39379810e+15 2.43301966e+14\n", + " 2.45970092e+15 1.63084861e+14 2.51439141e+14 -1.12189316e+14\n", + " -1.55112280e+15 -1.79386074e+15 3.03017002e+14 1.96171667e+15\n", + " 8.69354571e+14 1.22259831e+14 -1.66942716e+14 7.41026746e+14\n", + " 3.50317717e+15 6.14497906e+14 -5.88305747e+14 -4.27336291e+14\n", + " -2.27051324e+15 2.00377415e+15 -1.60505553e+15 2.36651626e+14\n", + " 4.26135654e+14 -1.67028361e+14 9.30556581e+14 2.60111221e+14\n", + " -1.47223732e+14 5.84663523e+14 -1.53702328e+15 6.63610826e+14\n", + " 1.00045288e+15 6.68046977e+14 1.38462293e+14 -1.28879078e+14\n", + " -6.84225624e+14 -1.11967933e+14 -7.88279089e+14 6.31104124e+14\n", + " 3.17021497e+15 4.86026129e+14 9.28988570e+14 2.73849089e+14\n", + " 2.50180090e+14 -8.85974548e+14 -2.08576403e+15 7.08567387e+13\n", + " -1.22932812e+15 3.98435552e+14 5.47090106e+15 -1.89622308e+15\n", + " 7.34317002e+14 -8.91693210e+14 1.22787472e+15 -4.55544577e+14\n", + " -1.30215313e+14 4.74352311e+14 1.40814279e+14 6.42429277e+14\n", + " -5.31846100e+14 8.16767707e+14 2.30602500e+15 1.07043385e+15\n", + " -1.87081473e+14 7.91942305e+14 1.29630758e+15 -2.64228469e+14\n", + " -6.99536678e+14 -3.31283322e+14 -4.03972321e+15 2.26353796e+14\n", + " -2.38836304e+14 1.31547830e+15 5.37671217e+14 -1.38118905e+15\n", + " -1.65260350e+15 2.17497562e+14 -1.87679638e+14 -2.74295065e+14\n", + " 1.46249084e+15 1.31420385e+14 1.57365826e+15 -8.21463698e+14\n", + " 5.39205401e+14 8.27528329e+13 1.37654260e+15 -1.47843783e+15\n", + " 2.89295196e+13 9.62796078e+14 2.57329998e+15 6.82260944e+14\n", + " -7.60769086e+14 1.40476887e+15 1.14093203e+15 1.85964728e+15\n", + " -6.70013767e+14 -5.23207485e+14 -3.76569373e+13 4.25998535e+13\n", + " -9.34815926e+14 -1.50673269e+14 2.31212558e+15 -6.49583083e+14\n", + " 2.22253001e+15 8.78288859e+14 1.81076917e+15 3.79056268e+14\n", + " -1.23340360e+15 -7.62565244e+14 1.18313002e+15 5.05693592e+14\n", + " -1.01760072e+14 1.23468256e+15 1.30220671e+15 -2.94620567e+14\n", + " 1.15416770e+15 -8.35207373e+14 -8.71891115e+14 -9.12556412e+14\n", + " 6.69788826e+13 1.92822832e+15 -1.94321995e+15 3.89301920e+14\n", + " 2.27497581e+15 -6.79603187e+14 3.60929369e+14 9.38393551e+14\n", + " -1.95890905e+15 1.71727120e+15 -6.57467277e+14 5.41077175e+14\n", + " 6.34385933e+14 -3.36460861e+15 -2.25600400e+14 -1.01726521e+15\n", + " 4.94108517e+13 -1.89436267e+14 5.10039592e+14 2.10030902e+14\n", + " 1.66102020e+15 -6.72974464e+14 -2.07785601e+14 9.39568817e+14\n", + " 5.04948403e+14 1.90947893e+15 8.49930318e+14 -7.98066615e+13\n", + " 4.96423129e+14 1.04497661e+15 -6.84682004e+14 -1.72394986e+14\n", + " 1.88508675e+15 5.21609702e+14 1.15892448e+15 -1.55968053e+15\n", + " 1.48685914e+15 -1.11923016e+15 -1.56648493e+15 7.07432260e+14\n", + " 7.64340128e+14 6.97831894e+14 -1.98922771e+15 8.71545649e+14\n", + " 2.11845561e+15 1.54964365e+15 -1.27938452e+15 -6.07543926e+14\n", + " 2.30350720e+13 -1.47199996e+15 -8.42501281e+14 -2.24123896e+15\n", + " 1.14374472e+15 5.51674780e+14 1.62689147e+15 -1.58582331e+15\n", + " 5.97023010e+15 -2.05880191e+15 -7.67832354e+14 3.19590359e+14\n", + " -2.09085350e+14 1.35105747e+15 1.23162513e+14 4.91217882e+14\n", + " 6.50929742e+14 1.42705206e+15 -2.52809008e+14 -1.48196424e+15\n", + " 9.94581272e+13 1.18841728e+15 1.74721806e+15 6.36321918e+14\n", + " 1.61968443e+13 -8.80048703e+14 1.71384917e+14 -1.33669647e+14\n", + " -1.03218369e+15 -7.64195644e+14 9.73266696e+14 -2.13680406e+14\n", + " -1.81436486e+15 -1.53566688e+15 -8.26534543e+13 1.14758055e+15\n", + " -5.33214995e+14 1.96703311e+15 1.15572648e+15 1.04728711e+14\n", + " -9.69652004e+14 3.03590649e+14 -1.27206660e+14 -6.47700645e+14\n", + " -2.57283683e+15 6.74687622e+14 -2.11664923e+14 3.80625611e+15\n", + " -2.13390734e+14 1.27075750e+15 1.38327904e+15 4.25220492e+13\n", + " -2.19473690e+13 -8.78522344e+14 -6.72903341e+14 -1.45062657e+14\n", + " 7.13939778e+14 -7.21557115e+14 8.23849186e+14 9.25285927e+14\n", + " -1.59616819e+14 5.13961107e+14 -8.43742776e+13 -2.85905432e+14\n", + " -1.35925750e+15 4.40641253e+14 -1.22775857e+15 1.08794357e+14\n", + " 1.30499440e+14 -7.42688889e+14 -1.05241816e+15 2.55494869e+14\n", + " -9.85172249e+14 -3.68551689e+13 -9.44230082e+13 1.56873065e+15\n", + " -3.24017305e+14 1.69380869e+14 3.78109943e+14]\n", + "Found 3068 total galaxies in catalog for cluster 2678\n", + "[-2.48291919e+15 3.58325592e+15 1.98706130e+14 ... 4.70434671e+14\n", + " 9.61785497e+13 3.42119433e+14]\n", + "Found 722 total galaxies in catalog for cluster 4643\n", + "[-6.10171816e+14 -1.08471463e+15 -2.21196630e+15 2.00353886e+15\n", + " -6.10463193e+15 8.96564122e+14 8.82717452e+14 -4.00409096e+14\n", + " -4.54966709e+15 6.87843518e+14 -3.88795067e+15 -1.92027011e+15\n", + " 1.49151429e+15 4.40400089e+15 2.41060522e+13 3.52704706e+15\n", + " -7.23279933e+14 -2.26818932e+15 1.82940062e+14 2.88046176e+15\n", + " 1.79265489e+15 -1.99801446e+15 -5.35236018e+14 -4.82349822e+15\n", + " -1.19599143e+15 -1.33250602e+15 -3.25056303e+15 3.07437935e+15\n", + " -1.81715063e+15 4.68151992e+15 -1.33677818e+15 -1.25807045e+15\n", + " -1.23057604e+15 5.58586572e+15 -1.43414895e+15 3.16999863e+15\n", + " -2.12840059e+14 -7.89501606e+14 -1.65979310e+15 -5.30716123e+14\n", + " 7.92322156e+14 -9.62513250e+14 1.51281106e+15 9.36904275e+14\n", + " -4.49879190e+15 3.41453603e+14 1.51880042e+15 1.67663310e+15\n", + " 2.57652204e+15 -2.92769625e+15 1.79833944e+15 -1.73138475e+15\n", + " 3.43100651e+14 1.52361154e+15 -1.92158566e+15 8.29461390e+14\n", + " -1.57158307e+15 -2.68199833e+15 -1.14063062e+13 2.82190151e+15\n", + " -3.75295604e+15 1.35087680e+15 6.70298466e+14 1.83640603e+15\n", + " 5.34641976e+14 -1.65946638e+15 1.74073099e+15 8.36185756e+14\n", + " -4.94088507e+14 -2.33821985e+13 -2.57056140e+15 6.02531444e+14\n", + " 5.25729104e+15 7.77598973e+14 -1.80934426e+15 -2.55683802e+15\n", + " -9.60039994e+14 -8.50041618e+14 9.43869425e+13 3.03281283e+15\n", + " 3.66218118e+15 -4.22080188e+15 -2.72988538e+14 1.53257881e+12\n", + " -6.09067213e+14 -3.19336741e+15 -2.41396150e+15 4.68515442e+14\n", + " 1.38067990e+15 -4.87259767e+15 -1.38243616e+15 -6.29314397e+14\n", + " 1.01082350e+15 1.25548263e+15 -2.42722638e+15 5.96116228e+14\n", + " -2.78051975e+15 4.51725483e+15 7.81208004e+14 -3.19516206e+14\n", + " -1.22785733e+15 2.40122914e+15 1.13536927e+15 -2.18815096e+15\n", + " -4.88382310e+14 -7.58336683e+13 -2.32149521e+15 8.90218899e+14\n", + " -6.06503664e+14 -5.15922356e+14 1.43274187e+15 1.15170039e+15\n", + " -1.51447401e+15 -1.93626571e+15 4.84160665e+14 2.62131970e+14\n", + " -1.86907316e+15 -5.99413809e+15 1.05448405e+15 1.72864933e+15\n", + " 2.53896533e+15 1.45773802e+14 -1.59281153e+13 -1.17244931e+15\n", + " 1.20455185e+15 9.33679093e+14 1.29939541e+15 -5.05628958e+15\n", + " -1.33978575e+15 -3.51518404e+15 2.21778160e+15 -3.28125404e+15\n", + " -1.53317872e+15 -2.32414920e+15 -3.17075771e+14 -1.95033025e+15\n", + " 1.04259446e+15 1.99467725e+15 2.67727940e+15 -6.23329482e+14\n", + " -2.13960360e+15 -8.07775344e+14 1.93542365e+15 -2.23948222e+15\n", + " -3.24970406e+15 -2.51974828e+15 -4.67961265e+15 -1.30306755e+15\n", + " 4.49609527e+15 -1.11607106e+15 1.66287996e+15 2.15205271e+15\n", + " 2.73521965e+15 2.06628703e+15 -1.91329093e+14 6.40587205e+14\n", + " -2.57213384e+15 -6.21462534e+14 -1.25480711e+15 -2.95696102e+15\n", + " 1.11513858e+15 -7.42542724e+14 1.16756191e+15 1.44080276e+15\n", + " 4.03308486e+14 9.24311691e+14 -3.68271973e+14 4.18441316e+14\n", + " 1.64394850e+14 1.24963154e+15 -1.24272243e+15 -5.01353757e+14\n", + " 1.63303245e+15 9.38378378e+14 -3.32025389e+14 -3.43720115e+14\n", + " -9.89568860e+13 3.47360087e+15 1.07009748e+15 2.20958447e+15\n", + " 2.04962531e+15 -8.29401494e+13 -1.95689454e+15 1.37007611e+14\n", + " 7.39601755e+14 2.33228742e+15 -4.04714408e+15 2.16882754e+14\n", + " 4.29963517e+15 1.42877282e+15 1.96737949e+14 6.06840901e+15\n", + " 3.05204733e+15 5.12059162e+15 2.39372070e+15 2.30033424e+15\n", + " -4.81098150e+15 -1.27724947e+15 1.36042088e+15 1.52593534e+15\n", + " -1.27256812e+15 1.75087816e+15 1.44697377e+15 -9.30403791e+14\n", + " 2.23843598e+15 2.40996670e+15 1.62968569e+15 3.66491617e+15\n", + " 2.13750801e+14 -5.59995149e+14 -1.91049114e+15 1.44818352e+15\n", + " 8.40498635e+14 -1.63104880e+15 -1.09714638e+15 -9.38301616e+14\n", + " -1.10475765e+15 -7.10873370e+14 4.97310150e+14 -8.01792175e+14\n", + " -5.40529512e+15 8.55805227e+14 -8.55092597e+14 -1.82298607e+14\n", + " 1.28935640e+15 4.35216561e+14 1.70917530e+15 -1.22232233e+15\n", + " 3.39615621e+14 -9.96514136e+13 4.35742564e+13 -1.04156211e+15\n", + " 1.71571219e+15 7.43916595e+14 1.28803122e+15 -7.26037886e+14\n", + " 2.20804984e+15 -1.26523899e+15 1.06156916e+15 -1.23419199e+15\n", + " 8.83043245e+14 -9.81001288e+13 -2.39662121e+15 -1.37623535e+15\n", + " -2.67959935e+15 -1.98440974e+15 2.66850971e+14 -9.14946745e+14\n", + " -5.44104189e+14 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3.82262167e+14 -2.40358316e+14\n", + " -2.73591565e+14 -1.24637362e+15 -4.80994330e+15 -1.81874876e+15\n", + " 1.92003407e+15 -6.94007235e+14 6.19330555e+14 -1.74450350e+15\n", + " 2.56667559e+15 1.76225977e+15 7.38915917e+14 6.76417450e+15\n", + " -7.61654987e+13 5.68552820e+13 -1.05232801e+15 1.24570219e+15\n", + " -4.19403190e+14 -1.50965974e+15 8.25224393e+14 1.71066577e+15\n", + " 1.07911116e+15 -1.98158738e+15 -3.15614705e+14 -1.32649305e+15\n", + " -1.47868117e+15 6.69050843e+14 -1.09919004e+15 1.36832990e+15\n", + " -1.68168194e+15 -1.97764306e+15 2.30544065e+15 1.28035487e+15\n", + " -5.58106683e+14 5.05489210e+14 1.25118535e+15 -2.70144452e+15\n", + " -2.16699956e+15 1.07240469e+15 -8.77768710e+13 7.97135571e+14\n", + " -2.17435260e+15 -6.82175495e+13 2.19171768e+14 -1.73075008e+15\n", + " 6.17899860e+14 1.16398056e+15 3.13033384e+14 7.27978292e+14\n", + " -8.00887204e+14 -2.58576606e+14 -2.48990328e+14 -9.16175722e+14\n", + " -1.41391028e+14 -1.85863783e+15 -1.37234943e+15 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1.33955029e+15\n", + " -1.90484374e+15 1.39134958e+15 -1.36589026e+15 -1.18953912e+15\n", + " -1.88920258e+15 9.96856561e+14 -4.32179539e+14 -1.40346029e+15\n", + " 7.56600501e+14 2.39397554e+15 2.24143513e+14 1.93444037e+15\n", + " -3.55760543e+14 -6.89350185e+14 1.96863763e+15 -4.47767581e+15\n", + " 2.28614187e+14 1.28647030e+14 1.33705497e+14 6.76044519e+14\n", + " -1.82702021e+14 8.16658888e+14 1.18525752e+15 -1.36453536e+15\n", + " -6.68968415e+14 -1.20788858e+15 7.72577185e+14 9.54465629e+14\n", + " -9.02033284e+14 -8.72092743e+13 -8.36068282e+14 -4.36167493e+12\n", + " -1.36564958e+15 -1.79180924e+15 -1.71032979e+14 6.72630326e+12\n", + " 4.85116291e+14 -1.00098343e+15 -6.30808252e+13 -1.31794089e+15\n", + " 1.49336232e+15 5.72800810e+14 8.46817337e+14 -6.69984561e+14\n", + " 1.08209706e+15 -4.46591529e+14 1.41847242e+14 3.12324652e+14\n", + " -1.31585196e+15 1.52962789e+14 -5.64004498e+14 -1.45109991e+15\n", + " -8.61813099e+14 -8.27299478e+14 1.02039831e+15 3.00140350e+14\n", + " -7.74362480e+14 9.40462698e+14 -1.78103336e+15 6.17533292e+14\n", + " 4.91194477e+14 2.98732274e+14 1.84479624e+14 7.01264123e+14\n", + " 1.26539724e+15 9.37891868e+14 -4.34006644e+14 -1.48679120e+15\n", + " -4.39692316e+14 5.74177055e+14 5.43614540e+14 6.45304104e+14\n", + " -9.33395688e+14 1.47084968e+14 1.08237551e+15 4.82538496e+14\n", + " 1.01906656e+15 -1.68919274e+15 5.30058248e+14 -5.28034876e+13\n", + " 4.27585338e+15 -8.13039732e+14 -2.03172032e+13 -1.29927138e+13\n", + " 3.64000689e+14 -4.19760646e+14 1.00263868e+15 8.24888793e+14\n", + " -3.04695557e+14 6.50702053e+14 -1.65031491e+15 2.97327022e+14\n", + " -5.75991579e+14 4.04025879e+14 7.79213634e+14 6.11299109e+14\n", + " 7.22579134e+14 2.21614114e+15 4.04469065e+13 6.56458127e+14\n", + " -2.30879040e+15 6.32056868e+14 2.38060280e+14 -9.20937936e+14\n", + " 7.31873793e+14 2.93191363e+14 6.49263523e+14 8.52751632e+14\n", + " -5.68761344e+14 5.80190518e+14 2.42825277e+14 -1.86174136e+15\n", + " 3.84752036e+13 2.58855333e+14 -9.56027500e+14 3.56907899e+13\n", + " -4.37072648e+14 -1.60137043e+15 -3.27940497e+14 4.25741025e+13\n", + " 5.95415482e+14 1.67674460e+15 -1.32474466e+15 1.05423277e+15\n", + " -8.75740120e+14 9.73746189e+14 8.19309470e+14 -1.42952341e+15\n", + " 1.99841970e+13 -1.03667909e+14]\n", + "Found 244 total galaxies in catalog for cluster 5084\n", + "[-4.54034882e+15 -1.20974714e+15 2.74449519e+14 4.83128128e+15\n", + " -2.10497943e+15 -5.96236435e+14 5.93828650e+14 -6.34118364e+14\n", + " -2.07572675e+14 2.50177998e+15 1.96726361e+15 -5.69940521e+15\n", + " -2.18491693e+15 -4.16719182e+14 2.14305897e+15 -2.54694871e+15\n", + " 7.38553554e+12 -1.28543908e+14 5.94969311e+15 -5.99268918e+15\n", + " -4.74406047e+14 1.45605106e+15 1.42886542e+15 -1.78940143e+15\n", + " -2.69067411e+15 -2.11233151e+15 -1.58527535e+15 3.39436584e+15\n", + " -4.33211449e+15 2.55686359e+15 -2.78808638e+15 -1.61877323e+15\n", + " 2.81518079e+15 -4.70001360e+15 -3.26539127e+15 -4.06215303e+15\n", + " -3.67488586e+15 -5.55650062e+14 -4.31765591e+15 9.20273553e+13\n", + " 6.54821682e+15 1.01067807e+15 8.93122816e+14 -3.58965634e+15\n", + " 2.36494748e+15 3.53051480e+15 -5.91976316e+15 -8.05646059e+14\n", + " -1.50201745e+15 1.17699364e+14 7.29473751e+14 4.50244333e+14\n", + " 7.62978453e+14 -3.54077021e+15 -2.31926582e+15 -3.02594435e+15\n", + " 3.03088672e+15 -2.89012508e+15 -2.36205048e+15 7.31681772e+14\n", + " 3.99427603e+14 1.69487244e+15 7.21321651e+14 8.05439316e+14\n", + " -1.55210575e+15 1.85799370e+15 -3.03215730e+15 -1.52289012e+15\n", + " -1.17369766e+15 -1.22363897e+15 3.73993511e+15 2.13042989e+15\n", + " -1.09452375e+15 2.15478829e+14 -2.63654050e+15 -4.52639481e+15\n", + " 1.85930252e+15 1.91007904e+15 3.07905605e+15 2.84104238e+15\n", + " -3.79044592e+15 -4.99967039e+14 -9.87510270e+14 7.42451572e+15\n", + " -2.82017705e+15 -2.27374647e+15 -1.55860027e+15 -4.20902160e+15\n", + " 7.46805452e+15 -2.31542366e+14 1.23014288e+15 -1.69496203e+15\n", + " -6.89830365e+14 -1.83579799e+15 6.03441446e+14 8.77455039e+14\n", + " 1.21139428e+14 4.57041895e+14 -1.33411770e+14 1.69221846e+15\n", + " 3.32424658e+15 2.24750473e+15 -4.81064155e+14 3.58151543e+14\n", + " -1.66907513e+15 -1.31253584e+15 2.68274024e+15 2.55610256e+15\n", + " -4.36310232e+15 -4.77042566e+15 -5.02996691e+15 4.48808985e+14\n", + " -3.32511665e+14 -1.24970621e+15 -9.60514916e+14 1.38421511e+15\n", + " -1.11426154e+15 -1.68092858e+15 -4.06415438e+15 2.25763300e+14\n", + " 1.46758324e+15 1.18770998e+15 4.78510911e+14 7.00408000e+14\n", + " 2.16488283e+15 -2.09316457e+14 -1.64304365e+15 3.04360606e+13\n", + " 3.13707028e+14 -4.68639470e+14 2.53064946e+15 1.17622950e+15\n", + " -3.51481324e+14 -2.34476335e+14 1.71724986e+14 2.86384805e+14\n", + " 6.25887781e+14 8.63265171e+13 -5.37861583e+14 -1.12205497e+15\n", + " 3.67759506e+14 1.78528528e+15 1.04216243e+15 -7.81718433e+14\n", + " -4.51075610e+14 1.78476428e+14 -9.52637925e+14 6.09688594e+14\n", + " -1.84465126e+14 2.95301562e+15 1.46669710e+15 1.52982570e+15\n", + " -9.11984710e+14 -1.56226636e+15 6.44253069e+14 1.61529426e+15\n", + " 2.08140762e+15 6.58333111e+14 2.75402656e+15 -2.57226013e+15\n", + " 8.79787082e+14 1.13622885e+15 7.04701529e+14 -6.98421764e+14\n", + " 6.68832885e+14 -4.79582868e+14 1.51816184e+14 -9.36120375e+14\n", + " -1.33570433e+14 1.66402979e+14 -1.06870212e+15 -2.36454597e+15\n", + " 5.83415727e+15 6.79714814e+14 -1.48383447e+15 -2.57677867e+14\n", + " 9.12700978e+14 -1.08496777e+15 -1.02331202e+15 -1.34287229e+15\n", + " 7.27546751e+14 -1.28571202e+15 8.94933635e+14 1.91113903e+15\n", + " -2.35026686e+15 4.19103260e+14 -6.12991611e+14 -1.35465318e+15\n", + " 7.19498121e+14 4.07929602e+14 -9.60869686e+14 4.38416613e+14\n", + " 8.17085884e+14 -5.26744140e+14 8.26610385e+14 9.94255118e+14\n", + " -1.13093817e+15 1.85847882e+15 1.74595912e+15 9.28162102e+14\n", + " 1.89937284e+15 2.78164208e+14 -9.99438360e+14 8.84581052e+14\n", + " -2.02589834e+15 -3.08269712e+14 -8.40551055e+14 5.24487086e+15\n", + " -2.47523148e+15 1.09283198e+14 -3.48604615e+14 1.42430044e+15\n", + " 2.46541354e+13 4.96518808e+14 -1.13609606e+15 2.04558124e+15\n", + " 3.67541340e+15 1.56239803e+15 -7.88180052e+14 -6.78137782e+14\n", + " -1.19469142e+14 -3.94182386e+14 1.98456307e+15 -5.24369240e+14\n", + " -1.09728957e+14 1.86943251e+15 -6.58611917e+14 1.69979856e+15\n", + " -5.96301722e+13 -1.22088587e+15 3.16095965e+14 -2.07147054e+15\n", + " -5.73344817e+14 -1.01620468e+15 1.50257804e+15 -6.85237707e+14\n", + " 6.85760195e+14 -4.96746644e+14 1.39258883e+15 -3.68363340e+14\n", + " 1.64407272e+14 9.91819750e+14 -1.45172355e+15 1.04068623e+15]\n", + "Found 1803 total galaxies in catalog for cluster 4434\n", + "[-1.57890522e+15 -3.17177467e+15 -1.41479950e+15 ... 4.14418180e+14\n", + " 1.45062278e+15 -7.13722766e+14]\n", + "Found 1408 total galaxies in catalog for cluster 3939\n", + "[ 5.34008102e+14 -1.61782718e+15 -5.30107907e+14 ... -7.44420051e+14\n", + " 1.38793598e+13 -6.52196899e+13]\n", + "Found 4123 total galaxies in catalog for cluster 6139\n", + "[-1.12985380e+15 2.23087137e+15 -1.89662924e+14 ... 7.26301945e+14\n", + " 5.69075393e+14 4.37631211e+14]\n", + "Found 1196 total galaxies in catalog for cluster 4709\n", + "[ 2.88226834e+15 3.90421346e+15 -3.37213732e+15 ... -3.17756142e+14\n", + " -1.45303612e+14 -6.75438890e+14]\n", + "Found 3401 total galaxies in catalog for cluster 7121\n", + "[-9.57281308e+14 -1.14890803e+15 -5.26311601e+14 ... -5.09348451e+14\n", + " -1.92720361e+14 -4.21603958e+14]\n", + "Found 2874 total galaxies in catalog for cluster 8547\n", + "[ 3.67050207e+14 -2.17500419e+15 -5.52108051e+14 ... -6.26864844e+14\n", + " -1.58083935e+14 -3.08599408e+14]\n", + "Found 448 total galaxies in catalog for cluster 8685\n", + "[-1.00729843e+15 4.97332346e+15 -4.48123100e+15 -5.72075790e+14\n", + " -1.87400672e+15 -2.43585869e+15 7.19596906e+14 6.31408541e+14\n", + " 1.30950348e+15 -4.11486278e+15 1.23991564e+14 7.05954286e+13\n", + " -4.73929684e+14 9.51941528e+14 -2.76261187e+15 1.08703907e+15\n", + " 9.99677885e+14 2.84365317e+14 -1.15272885e+13 2.40356748e+15\n", + " 1.31185929e+14 7.01546462e+15 2.34319633e+14 1.21093105e+15\n", + " -4.31491722e+14 6.96579444e+14 9.17273539e+14 -1.93368020e+15\n", + " -1.26718379e+15 4.32683775e+15 -3.52269278e+15 7.61907348e+14\n", + " -2.94941136e+15 6.71632869e+15 -4.55375497e+15 -8.05293578e+14\n", + " -6.30850540e+15 2.55515816e+15 -1.32356996e+14 9.41989024e+14\n", + " 2.20268633e+15 -3.60927892e+15 -5.40561878e+15 -1.85235720e+15\n", + " -3.20095260e+15 3.20776191e+15 2.39134797e+15 -1.12916917e+15\n", + " -1.84899572e+15 -3.49713185e+13 5.64009275e+15 2.17443422e+15\n", + " -3.47089974e+15 7.48718153e+15 3.40355703e+14 5.27408718e+15\n", + " -1.87945574e+15 1.72050946e+15 -5.54786214e+15 -7.82189384e+15\n", + " 2.66741179e+15 -6.29871502e+14 -5.33170491e+13 -1.23553054e+15\n", + " -4.05163773e+15 -5.98794922e+15 -2.59031652e+14 -1.26846479e+14\n", + " 1.27641924e+15 -3.38105448e+13 -2.34760556e+15 -7.88140016e+14\n", + " 1.26619904e+15 -2.00826989e+15 -3.23104126e+15 -1.82677292e+14\n", + " 2.81518766e+14 8.39381810e+15 6.08853449e+15 1.88151274e+15\n", + " 5.04931096e+15 2.18032882e+14 2.93129031e+15 2.11575925e+15\n", + " -2.52672889e+15 6.61510322e+15 -8.37528402e+14 -3.90366281e+14\n", + " -3.53580415e+14 -3.63401519e+15 -8.89612918e+14 -2.06013187e+15\n", + " 2.83869253e+15 2.40035022e+15 4.32681080e+14 5.17945906e+14\n", + " -1.96085795e+15 4.32007370e+15 3.19725098e+15 -3.66517996e+15\n", + " -2.33348027e+15 3.82551701e+14 -1.70250413e+15 6.11351625e+14\n", + " 2.08982938e+15 -4.43383211e+13 -3.29448996e+15 -9.45999082e+14\n", + " 3.02431266e+15 9.16700732e+14 -1.01002755e+15 6.01258201e+15\n", + " -4.57231368e+14 -5.41697971e+14 -2.57775308e+15 -3.52656855e+14\n", + " 1.67847951e+15 7.06157147e+15 5.30570335e+15 3.95381778e+14\n", + " 2.04924589e+14 -4.62403119e+15 9.82266775e+13 -2.24398496e+14\n", + " 2.72309440e+15 1.32223203e+15 1.54847144e+15 6.77184162e+14\n", + " 1.90934826e+14 -1.07654326e+15 2.01516130e+15 7.36543655e+14\n", + " 9.26655867e+14 1.87719425e+15 2.10611615e+15 3.01485982e+14\n", + " -2.73891540e+15 -4.81959949e+14 6.95857354e+14 -6.01252534e+14\n", + " -2.90730786e+15 2.38107656e+14 -1.17697639e+16 -1.58575665e+15\n", + " -2.27375102e+15 -1.45079038e+15 -3.68831762e+14 -3.31143169e+14\n", + " 3.87210595e+14 -1.55997372e+14 -1.78737585e+15 -3.36403711e+15\n", + " -2.06812407e+14 -3.55321286e+14 2.87032680e+13 -9.94225492e+14\n", + " 2.78500937e+14 -9.87630471e+14 1.85186874e+15 -1.96889546e+14\n", + " -3.35157357e+15 1.74269613e+15 2.69270200e+15 -2.06808887e+15\n", + " 1.80160087e+15 -1.84073779e+14 -1.69065676e+15 -3.06663913e+15\n", + " 1.76113802e+15 -2.71147887e+14 -9.22223634e+14 -1.98118869e+15\n", + " -5.28913784e+14 1.22658149e+15 -3.89633932e+15 1.84071178e+15\n", + " -1.04781552e+15 -1.32243522e+15 1.90598049e+14 1.53223979e+15\n", + " -2.52964703e+15 3.33145937e+15 2.00805075e+15 3.79500322e+15\n", + " 1.24902644e+15 -2.64362841e+15 -1.34401250e+15 -2.00343090e+15\n", + " -1.42027273e+15 1.37836322e+15 -3.34942437e+14 2.67201219e+15\n", + " 1.69754765e+15 -8.51561108e+14 2.65099799e+14 2.57012444e+15\n", + " 1.18221349e+15 -9.18099583e+13 -1.38984521e+15 1.32619386e+15\n", + " 1.32736309e+15 -2.92714366e+15 -1.53382773e+15 1.49867012e+15\n", + " -4.25610188e+15 1.24997251e+15 1.35125425e+15 -1.92313301e+15\n", + " -8.23160571e+14 1.28447197e+15 -2.78113711e+15 -8.74406291e+14\n", + " 9.44429880e+14 9.18214925e+14 -4.45570938e+14 4.43235583e+14\n", + " 1.35439184e+15 2.14306061e+15 -1.32758758e+15 2.85165635e+13\n", + " -1.15563379e+15 -5.22568805e+14 -4.45537186e+14 -3.46842986e+15\n", + " 4.61377088e+14 2.39770671e+15 -2.13598357e+13 -7.02057949e+14\n", + " -1.41174531e+14 -1.99932957e+15 1.21288209e+15 4.10578455e+15\n", + " -2.00614743e+14 -3.17126883e+15 3.24821158e+15 -3.81906731e+14\n", + " 7.28671040e+14 -4.04207672e+14 2.33301527e+15 -2.56190103e+15\n", + " -1.12935471e+15 -2.30221517e+15 2.36924266e+15 -8.77069793e+14\n", + " -4.01538066e+14 -4.38444757e+14 6.59577435e+13 1.79560830e+14\n", + " -2.20684457e+15 -2.90797275e+14 1.07430457e+15 8.50848569e+13\n", + " -3.37410866e+14 -2.14458330e+15 7.88994506e+14 4.49504279e+14\n", + " -2.28075526e+15 1.05594174e+15 4.95931237e+14 5.53436164e+13\n", + " -2.36575128e+15 3.05918928e+14 -4.36818970e+15 6.98676139e+14\n", + " 3.56922247e+15 1.34417262e+15 3.09422286e+14 2.21920803e+15\n", + " 6.63800060e+13 1.68155614e+15 1.67902434e+15 3.08721619e+15\n", + " -1.07821915e+15 -6.46929396e+14 -9.36208143e+14 1.06911925e+14\n", + " -4.03697405e+15 -6.87392146e+14 2.38625678e+15 1.36039637e+15\n", + " -3.59620519e+14 -5.01178766e+14 -5.25666262e+14 -1.20048509e+15\n", + " -1.97869643e+15 -5.63292535e+14 -1.67725759e+15 -6.23112781e+14\n", + " 4.21153221e+14 2.70864826e+14 8.07189603e+14 1.00719436e+15\n", + " 2.40264637e+14 8.80635496e+14 1.56133178e+15 1.78605667e+15\n", + " -2.42035047e+15 -1.44738785e+15 2.63249979e+15 1.13890131e+15\n", + " -3.18545427e+14 -4.64684960e+14 -2.09850226e+15 -1.30044744e+15\n", + " -8.63453314e+14 -1.56350711e+15 -5.90651833e+13 -1.45359407e+15\n", + " -7.58591943e+14 4.67705095e+14 -3.61962983e+14 4.93701835e+15\n", + " -6.97556853e+13 2.30745175e+15 6.14902659e+14 -3.37723332e+13\n", + " 2.43984815e+15 3.04058120e+15 -2.05669604e+15 4.71001118e+14\n", + " -2.47230010e+15 -2.63988529e+15 3.77104698e+14 -1.28718326e+15\n", + " -1.16919935e+15 7.57883055e+14 3.36178729e+14 -1.81998805e+15\n", + " 1.48047245e+15 -1.49843665e+15 1.92386514e+15 1.00129698e+15\n", + " -3.80004795e+15 6.03155313e+14 -9.00011693e+14 2.42776925e+15\n", + " -2.23090141e+15 -8.40516908e+14 2.21494126e+15 -1.35293176e+15\n", + " -5.52330619e+14 -2.64533186e+14 1.46873914e+15 -1.02972558e+15\n", + " 1.76481919e+15 1.62258325e+15 2.41330973e+14 1.54936952e+14\n", + " 8.95205249e+14 1.07860640e+15 -4.08641264e+14 -1.13428123e+15\n", + " 1.20347615e+15 4.26406874e+14 2.09877588e+15 -2.99741205e+15\n", + " 2.76383836e+14 1.19677611e+15 -5.18037061e+13 3.40120081e+15\n", + " 8.55080261e+14 2.33657601e+14 1.12854953e+14 1.32417067e+14\n", + " -3.40375549e+15 -7.98438603e+14 1.07263563e+15 -4.20137075e+14\n", + " -2.35815972e+15 9.61755457e+14 4.69381219e+14 4.04964284e+14\n", + " -3.35408529e+15 2.31323417e+15 1.05781822e+15 -9.51033852e+14\n", + " -1.41612379e+15 2.58755800e+15 -8.09052766e+14 5.81973241e+14\n", + " -4.62413778e+14 -1.40800500e+15 1.84616532e+15 5.10545601e+14\n", + " -5.56657863e+15 -3.37666580e+14 4.76455735e+14 -4.12905625e+14\n", + " 6.61101919e+14 -1.97471221e+14 2.20071997e+15 -1.59451515e+14\n", + " -2.04747657e+15 -1.47183491e+15 -1.97771869e+15 -1.81985132e+15\n", + " 1.33270843e+15 7.97078683e+14 2.41907553e+15 -1.22249781e+15\n", + " -3.10713941e+14 1.54095509e+15 9.38122274e+14 1.75776143e+14\n", + " -3.85956855e+15 1.07979122e+14 -3.15483208e+14 -9.06474537e+14\n", + " 9.39765815e+14 6.07559627e+14 2.43052102e+15 3.98782837e+14\n", + " 1.63118982e+15 2.97446095e+14 4.52549682e+14 -5.20985574e+14\n", + " -4.51072932e+13 -1.13628268e+15 1.10320424e+15 8.48584930e+14\n", + " 1.04630262e+15 -1.27043653e+15 6.90257359e+14 -1.29064732e+15\n", + " 5.60467489e+14 3.42497753e+14 -7.37891104e+14 -5.95754115e+14\n", + " -1.51608856e+15 7.72271704e+14 2.49635819e+15 9.63270514e+14\n", + " -6.79286946e+14 -6.42313809e+13 -1.75799819e+15 2.29259299e+14\n", + " 1.36521966e+15 1.19245434e+15 -5.14929907e+14 2.81894904e+14\n", + " -3.24822514e+14 2.33133164e+14 -7.15342865e+14 -1.81661591e+14\n", + " -1.17198672e+15 8.02781789e+14 3.59301528e+14 1.21366252e+15]\n", + "Found 354 total galaxies in catalog for cluster 8995\n", + "[-5.61856096e+14 2.22290898e+15 -2.29108211e+15 -4.82773058e+15\n", + " 1.26603576e+14 -5.70686032e+15 -2.55147544e+15 -2.45225648e+15\n", + " 2.83926157e+15 2.47501574e+15 9.77457792e+14 -1.24399118e+15\n", + " -1.55220042e+15 1.31498207e+14 -2.40538550e+14 -5.44444179e+14\n", + " -8.67306726e+14 -1.00097043e+15 6.07072064e+14 1.67836825e+15\n", + " -3.44488549e+14 3.69980455e+15 -5.04699505e+14 -1.57460917e+14\n", + " -2.34819029e+14 -3.90415704e+15 -3.38567344e+13 -1.24252839e+15\n", + " 1.82095039e+15 -2.73715484e+15 1.67660686e+15 -2.50009134e+15\n", + " 1.22474903e+15 4.18956854e+15 2.79724303e+14 5.92004011e+13\n", + " 1.54857593e+15 1.33775671e+15 -1.53457474e+15 -2.51983778e+15\n", + " 1.70083469e+15 3.78252508e+15 2.30019495e+15 -4.23899407e+15\n", + " -2.26608937e+15 -7.14172050e+14 -9.89442254e+13 4.50089762e+15\n", + " 1.70455956e+15 2.43929968e+15 7.20616506e+14 1.04874147e+15\n", + " 2.93750572e+15 -1.10430838e+15 -4.23687409e+13 -1.67929571e+15\n", + " -5.21190846e+13 2.02664471e+15 1.34426221e+14 3.16677285e+14\n", + " 1.85468882e+15 -3.50113622e+15 1.07576882e+14 1.16355872e+15\n", + " 1.03122175e+15 9.34895023e+14 -6.78800580e+14 1.81375844e+15\n", + " 1.56962389e+15 -6.59182338e+14 2.59500556e+15 1.70184806e+15\n", + " 6.27678166e+14 3.25562676e+15 -3.60056166e+15 -1.43397309e+14\n", + " -1.99527653e+15 -1.02413489e+15 1.12870043e+15 -3.80176267e+15\n", + " -9.99460833e+13 -1.91392398e+15 -7.94776350e+14 3.85268696e+15\n", + " -2.54179172e+14 -1.00833403e+15 4.14925783e+14 -1.38792597e+15\n", + " -1.63392890e+14 1.57645776e+15 -2.71628848e+15 -1.00399921e+15\n", + " -1.44662518e+15 5.59967465e+15 -2.48504124e+15 -2.44506305e+15\n", + " -2.05094746e+15 4.62122851e+14 5.94592170e+14 1.44311811e+15\n", + " -2.15440218e+14 -1.27492864e+15 -4.05262275e+14 -2.67924501e+15\n", + " -3.51806158e+15 1.87730087e+15 6.95100572e+13 1.78080288e+15\n", + " 5.64019105e+15 1.96536539e+15 3.43208246e+15 1.04434893e+15\n", + " -3.39034254e+15 -4.45765299e+14 2.33385736e+15 6.71226090e+14\n", + " 6.14991831e+14 4.64069724e+13 -5.05224938e+14 -3.34605445e+15\n", + " 2.98127484e+15 9.85281510e+13 9.39461665e+14 -2.23429518e+15\n", + " -4.09076181e+14 -2.17018193e+15 -2.65520853e+15 -3.23454982e+14\n", + " -1.44870144e+15 2.79620370e+15 5.93593715e+14 -3.08752574e+14\n", + " 1.56038776e+15 -9.08625016e+14 -2.86748829e+14 -5.45100768e+13\n", + " -6.14379921e+14 -9.43338050e+14 2.64994988e+13 5.38825204e+14\n", + " 4.70779995e+14 -1.64899375e+15 1.90802646e+15 1.78378081e+15\n", + " -9.31916273e+14 -1.90187463e+15 -1.07213011e+15 2.11781080e+15\n", + " 1.45613020e+15 -5.19674659e+14 1.60839284e+15 -9.17003838e+14\n", + " 3.99144530e+12 -2.00681127e+15 8.72460948e+14 1.28573660e+15\n", + " 3.54958563e+15 4.89864603e+14 -2.07556220e+15 1.61529580e+15\n", + " 1.96804307e+15 -2.37781227e+15 1.30102164e+15 1.22709003e+15\n", + " -1.29681627e+15 2.05045575e+14 9.92068708e+14 1.29929568e+15\n", + " 2.00717618e+15 -9.73402015e+14 -3.84816580e+14 -9.07688198e+14\n", + " 8.27666153e+13 4.35525513e+14 9.27211554e+14 -1.87168289e+15\n", + " 9.72735835e+14 -4.35178979e+15 8.16501080e+13 1.75272397e+15\n", + " 3.32853754e+14 -8.56741132e+14 -6.99704780e+14 -7.88746082e+14\n", + " 7.08659346e+14 1.99149541e+15 -1.53339442e+14 9.43166815e+13\n", + " 1.92616237e+15 -2.55603191e+13 2.24939313e+14 -4.39787533e+14\n", + " -1.59945281e+15 5.90484363e+14 1.68558369e+15 -2.68195413e+15\n", + " 1.58014766e+15 -6.61424979e+14 3.53018837e+15 1.03565676e+14\n", + " 3.77784304e+15 -4.12014952e+13 -1.32084477e+15 -1.46699207e+15\n", + " -1.64711079e+15 -3.93674134e+14 8.73520858e+14 -9.89463307e+14\n", + " -1.46967078e+15 1.62953775e+15 -3.48888095e+15 -4.02042309e+15\n", + " -5.03982744e+14 -1.41134156e+15 -9.10038671e+14 -6.57292813e+14\n", + " 2.06573527e+14 1.12896259e+15 3.57723139e+15 -1.15347889e+15\n", + " 4.84287679e+14 1.85890333e+15 1.26674464e+14 1.14631548e+15\n", + " 1.93597188e+14 -8.52314129e+14 1.28229305e+14 -1.84470915e+15\n", + " 1.94632861e+15 -2.40678253e+15 -2.17572420e+15 3.65676103e+15\n", + " 1.18336407e+15 -4.20676961e+14 9.29719446e+14 1.08712283e+15\n", + " -1.20359944e+15 9.39763456e+14 9.68131343e+14 9.51637400e+14\n", + " 3.25431070e+13 1.25668779e+15 7.80115298e+14 -2.93851469e+15\n", + " -3.90045530e+14 8.14745715e+14 3.96303574e+14 1.35735966e+15\n", + " -5.86913125e+14 2.11457193e+15 9.59954228e+14 -2.23099296e+14\n", + " -1.32480114e+15 8.02356376e+14 3.52241426e+15 7.66490983e+13\n", + " -6.61590769e+14 -3.34713788e+14 2.54200277e+14 2.27774077e+15\n", + " -3.19574139e+15 -1.84206279e+15 2.49397977e+15 -4.78451454e+14\n", + " 1.40197955e+15 4.01505402e+14 4.99203764e+14 -1.38686202e+15\n", + " 3.42850134e+15 2.50855900e+14 2.16218827e+14 -6.62646637e+13\n", + " 6.55065112e+14 -7.97326548e+14 -2.67805196e+15 -1.35209794e+15\n", + " 2.90954647e+15 -2.36099202e+14 2.69781443e+14 -1.84688258e+14\n", + " 1.37412653e+14 -1.89807243e+15 -9.07602788e+14 -2.93079437e+14\n", + " 6.02311984e+14 8.84951354e+14 -1.30037602e+15 1.41663673e+14\n", + " -1.65311871e+15 3.52052470e+14 1.12656555e+15 -8.79461406e+14\n", + " 1.41483127e+15 1.85471281e+14 -4.05258264e+14 -1.44953295e+15\n", + " -1.98282233e+14 -1.20144139e+15 8.03570994e+13 1.29933078e+15\n", + " -2.12738449e+15 5.19260753e+14 1.43250933e+15 -5.24383578e+14\n", + " -4.61446894e+14 6.56232319e+14 -9.14466959e+14 -1.15444883e+15\n", + " -7.14918235e+14 1.54727995e+15 9.94139888e+13 -8.82489161e+14\n", + " 8.87179046e+14 5.04868654e+15 -1.37116794e+15 5.69553860e+14\n", + " -1.28296014e+14 -4.97871397e+14 8.66596470e+14 6.43096989e+14\n", + " 1.42674916e+15 -7.12821513e+14 -3.79002441e+14 4.71007309e+14\n", + " 1.81813391e+15 1.19010956e+15 1.33054622e+15 8.17356977e+14\n", + " 1.75600738e+15 1.90791475e+15 4.50535010e+14 1.67112242e+13\n", + " 1.53291138e+15 -1.27699342e+15 -5.41491453e+14 9.35079925e+14\n", + " -7.81328952e+14 6.47178600e+14 3.50391809e+14 -2.37093822e+15\n", + " -4.85656473e+14 -7.83642377e+14 -1.40425270e+14 -4.95421603e+14\n", + " -3.43050322e+14 -9.12261666e+14 8.94951857e+13 5.26022085e+14\n", + " 5.52764468e+14 1.85529063e+14 -7.02817571e+14 2.20893865e+15\n", + " 7.76665775e+14 -9.41021070e+14]\n", + "Found 3085 total galaxies in catalog for cluster 7698\n", + "[-2.46739241e+15 1.44888168e+15 -1.02704537e+15 ... 1.08381682e+15\n", + " 6.89982225e+14 -4.27895076e+14]\n", + "Found 5985 total galaxies in catalog for cluster 10999\n", + "[-3.05001878e+15 -2.24331085e+15 -6.57589382e+14 ... 1.04084770e+15\n", + " 4.48371987e+14 3.20214091e+14]\n", + "Found 444 total galaxies in catalog for cluster 9029\n", + "[-2.30410452e+15 1.75727402e+15 -1.51311670e+15 1.06163162e+15\n", + " -3.26951013e+15 -9.32363580e+14 1.03398760e+15 -4.52410295e+15\n", + " 2.16057800e+15 1.15240461e+15 -6.13527899e+15 -8.44495648e+14\n", + " -6.57815553e+15 -1.85513385e+15 -3.13735467e+15 -8.66511431e+14\n", + " -3.22285661e+15 2.33063973e+15 -9.98537410e+14 8.56317687e+14\n", + " -1.65137478e+15 -1.25804106e+14 3.29451680e+15 -3.23021119e+15\n", + " 2.61629839e+15 6.29497163e+14 1.35036429e+15 5.41998788e+15\n", + " -3.27646332e+14 7.65790736e+14 4.03454651e+14 -6.41030138e+14\n", + " -1.58703316e+14 -2.39625580e+15 -7.81622795e+14 4.34780889e+15\n", + " 1.74080256e+15 -2.99459602e+15 1.32281276e+13 7.82465582e+14\n", + " 1.91871688e+15 6.49211521e+14 -1.77422682e+14 2.57775892e+13\n", + " 2.01110606e+15 -2.98714527e+15 -1.42519034e+15 2.50438768e+15\n", + " 1.53655271e+13 3.46997093e+14 -2.34252558e+15 -2.04895446e+14\n", + " -1.62677174e+15 -1.83045721e+15 -2.11117981e+15 -1.71239611e+14\n", + " -1.39541690e+15 2.44559012e+15 -2.10566484e+15 -2.28012945e+15\n", + " 1.89762962e+15 -2.53629030e+15 1.98873915e+13 -2.35712636e+15\n", + " -3.68339655e+15 3.78335078e+13 1.81485159e+15 -9.67222221e+14\n", + " -2.11898685e+15 -1.20158442e+15 -4.40505976e+15 6.30215937e+15\n", + " 9.08740030e+14 1.74806607e+15 -6.47942731e+14 2.19273957e+15\n", + " -4.66749319e+14 8.43433173e+13 -9.04474994e+14 -4.05147435e+15\n", + " -1.97783872e+15 8.93375243e+14 -1.31368979e+15 -2.37151084e+15\n", + " 4.87548179e+15 1.54779334e+15 3.95722050e+13 -3.44664783e+14\n", + " 1.10963199e+15 4.81581401e+14 -9.42294437e+14 -9.25371084e+13\n", + " -5.67088378e+15 1.36423894e+15 9.92368586e+14 2.05399772e+15\n", + " -8.97259966e+14 3.74625817e+15 4.04219716e+14 -1.10515733e+15\n", + " 1.59158664e+15 -2.81094945e+15 1.09317425e+14 1.09425278e+15\n", + " 1.16215507e+15 6.13443430e+14 1.55148388e+15 -1.68501609e+15\n", + " -9.94330026e+14 -1.06928034e+14 8.68283963e+14 -1.12156639e+15\n", + " 5.19797771e+12 1.99947553e+15 -9.66722545e+14 7.69572209e+14\n", + " 5.98108415e+14 -8.97015780e+14 -8.24081707e+14 -4.14810336e+14\n", + " -3.83834951e+14 8.28604821e+14 8.04491144e+14 -3.57637817e+15\n", + " -3.74126120e+14 2.12937943e+15 3.31674274e+15 2.65396365e+15\n", + " -8.46943677e+15 6.17822416e+14 3.02302830e+14 3.68013856e+15\n", + " 1.24309593e+15 -2.30167597e+14 -8.74832283e+14 2.11900447e+15\n", + " 1.57449237e+15 -9.79937392e+14 1.99298899e+15 -2.78116622e+14\n", + " -8.06365230e+14 -1.84281404e+14 -1.11089773e+15 -5.76813165e+14\n", + " 8.37180815e+14 -1.01102132e+15 -1.78473177e+15 2.25931845e+14\n", + " 9.60566411e+14 -2.12161622e+15 1.37557540e+15 6.31958517e+14\n", + " -1.68118517e+15 -1.25753985e+15 -1.83779798e+15 -6.44665108e+13\n", + " 8.37848486e+14 5.04804514e+14 5.13834779e+14 1.46681188e+15\n", + " 1.87051326e+14 1.44771738e+15 -2.50096732e+14 -1.34584547e+14\n", + " -1.43334980e+15 -2.22331647e+14 1.14520105e+15 6.13202612e+13\n", + " -1.97348680e+15 1.45301469e+15 2.43679386e+15 -2.60828430e+14\n", + " -3.29202603e+14 -2.05315771e+15 -3.29548888e+14 -8.69176837e+14\n", + " -6.86017261e+14 -1.04738677e+15 1.19404101e+15 2.36255254e+14\n", + " -7.22565553e+14 1.60741152e+14 -3.58354699e+15 -2.17968886e+15\n", + " -9.41045809e+13 2.65845398e+15 -3.20701299e+13 7.44011146e+14\n", + " -1.29212939e+15 5.53597402e+14 2.41572358e+14 1.03116738e+14\n", + " 1.14056671e+15 1.01253813e+15 -2.51291509e+15 1.74334783e+15\n", + " 6.01533109e+13 3.61794616e+15 1.15689430e+15 -3.77022265e+14\n", + " -5.43831165e+15 2.32185541e+15 -1.30338398e+15 1.15877021e+15\n", + " -1.73165466e+15 6.88327044e+14 1.77597323e+15 1.10647222e+15\n", + " 6.72655365e+13 -2.27680118e+14 -1.99438500e+15 -1.28092354e+14\n", + " 2.26884546e+14 -1.70280730e+15 -2.65253703e+15 -2.05597905e+14\n", + " 2.43856802e+14 -1.59743937e+15 -8.81840278e+14 5.26736933e+14\n", + " -8.51987402e+14 5.56241325e+13 -1.70921420e+15 -6.78507980e+14\n", + " 1.62125469e+14 -2.08554625e+15 -4.89940261e+15 -7.07107902e+14\n", + " -5.36062126e+14 -1.20676432e+15 -7.25218863e+14 -1.44898731e+15\n", + " -5.13266167e+14 2.00464455e+15 -1.11367707e+14 -9.13773080e+14\n", + " 1.34718263e+14 9.22017179e+14 1.75597310e+15 -1.84798897e+14\n", + " 1.27599308e+15 2.83774639e+14 -4.38897776e+14 -2.58108337e+15\n", + " 8.10843766e+14 -2.24448592e+14 7.96883079e+14 1.55866198e+15\n", + " -1.76506160e+15 2.06449763e+15 7.27200263e+14 1.54030919e+15\n", + " -2.73439794e+15 -1.51925940e+15 1.15993991e+15 -1.77372606e+15\n", + " 5.97231368e+14 2.10794256e+15 -3.65844651e+14 -3.13147751e+14\n", + " 1.12916507e+15 2.56173512e+14 -1.18518526e+15 1.23985381e+15\n", + " -1.17040715e+14 1.47232820e+15 -9.86056655e+14 4.30044319e+14\n", + " -8.28163175e+14 -1.11051572e+14 1.27175858e+15 4.16177420e+14\n", + " 1.21581511e+15 -1.13738142e+15 -7.25516738e+13 8.44486399e+14\n", + " -1.45330218e+15 -9.29992002e+14 -7.76567491e+13 7.14022168e+15\n", + " 5.98285103e+14 -9.72646071e+14 -6.66839271e+14 -1.75412859e+15\n", + " 3.28418496e+15 6.62143133e+14 -7.27458033e+14 2.15607849e+14\n", + " 2.18515159e+15 -3.10877516e+14 5.40667347e+14 5.35124766e+14\n", + " 1.75888076e+15 9.40229941e+14 1.65552196e+15 8.20224965e+12\n", + " -3.26555304e+15 7.65070135e+12 6.86263862e+14 -2.46357182e+15\n", + " 9.22877818e+13 8.53622538e+14 2.00576393e+15 -4.56186872e+14\n", + " 1.54188330e+15 -5.49027677e+14 8.21522082e+14 -1.33495919e+15\n", + " 3.78608767e+14 5.78301903e+14 -1.57394957e+14 -7.29793843e+14\n", + " 1.21828239e+14 8.44369359e+13 -3.18279369e+14 6.63952201e+15\n", + " 6.03767003e+14 -1.65582814e+15 7.16631229e+14 1.32323436e+15\n", + " 1.29547168e+15 -1.26497478e+15 2.86453617e+15 -1.55768436e+14\n", + " -2.81626652e+15 8.48135757e+14 -5.91918523e+14 -1.11176338e+15\n", + " 3.10705152e+15 -1.52422073e+15 1.82775417e+15 1.20759304e+15\n", + " 4.23187464e+14 3.18121600e+13 -1.43421044e+15 9.68174129e+14\n", + " 6.87917575e+14 -1.10848934e+15 1.84338844e+15 1.71287811e+15\n", + " -2.93067183e+14 -2.76651482e+15 -1.99959964e+15 5.75821174e+14\n", + " -1.22382079e+15 7.69126806e+14 -5.40107233e+14 1.40381069e+13\n", + " -2.16882337e+15 7.99962903e+14 -2.41542282e+15 1.20496706e+15\n", + " -7.25748262e+14 -4.69780638e+14 9.25072584e+14 -1.18613911e+15\n", + " -2.57049427e+14 1.21123791e+15 5.44555109e+14 -1.22601657e+14\n", + " -1.97898508e+14 -2.03139072e+15 2.36426709e+15 -6.50865235e+14\n", + " -1.99917353e+15 4.39524434e+14 3.74226115e+14 -1.64064887e+14\n", + " -3.16412892e+15 -9.93045740e+14 -4.91283969e+14 5.84481191e+14\n", + " -1.54508195e+14 -1.39310261e+15 -3.97946324e+14 -1.58810744e+15\n", + " 4.88112799e+14 3.49552881e+14 1.23858832e+15 6.62439746e+12\n", + " 1.67160464e+15 1.11413078e+15 -6.15328081e+14 9.15616174e+13\n", + " -1.83008603e+15 -3.09749799e+14 6.05254640e+14 -1.88570816e+15\n", + " -1.69624971e+15 4.30642347e+14 1.33891464e+15 -2.33966946e+14\n", + " 4.13719721e+14 -2.62811887e+14 -1.21274485e+15 -1.07434846e+14\n", + " 1.02948360e+14 -1.43027189e+15 -3.07128958e+15 2.05657456e+14\n", + " -4.60142116e+14 -1.76050990e+14 -1.15769702e+14 -5.36232721e+14\n", + " -1.70658621e+15 2.45271833e+14 1.20480488e+15 -3.21867480e+14\n", + " 9.26539092e+14 8.35498263e+14 5.25621845e+14 -1.15887357e+15\n", + " -5.94897455e+14 5.24726558e+14 2.78164471e+14 2.81881073e+15\n", + " 9.83863142e+14 5.70201772e+13 7.39912259e+14 -2.11213210e+14\n", + " -1.50890833e+15 5.34619014e+14 3.10271651e+14 -8.48303758e+14\n", + " -2.44667488e+14 -1.78128741e+15 4.27010061e+14 2.19009285e+14\n", + " -1.23820262e+15 5.40983364e+14 -6.38000801e+14 -4.94470023e+14\n", + " -1.87462227e+15 -1.29537726e+15 2.84498837e+13 -1.34611844e+15\n", + " -6.91026831e+13 1.42654686e+15 -1.56994964e+15 1.60678143e+15\n", + " 1.34821397e+15 5.78716964e+14 2.86015418e+14 -4.80736115e+14]\n", + "Found 996 total galaxies in catalog for cluster 9429\n", + "[-2.01362261e+15 -3.71655025e+15 -1.67198813e+15 -1.87747895e+14\n", + " -1.05549369e+15 -2.04914014e+15 -3.37411796e+15 -2.55969826e+14\n", + " 2.62301557e+15 1.78304075e+15 1.87292648e+15 4.68976771e+14\n", + " 1.53293325e+15 2.80322810e+15 1.26615141e+15 -3.33616266e+14\n", + " 1.37606466e+15 8.10327564e+14 9.47994093e+14 1.92517356e+15\n", + " 8.97797598e+14 -2.80249402e+15 -1.66875969e+15 8.50207914e+14\n", + " -7.77829332e+14 -7.84173909e+13 1.28933629e+15 3.69973043e+15\n", + " -1.05660503e+15 -3.39019839e+15 -8.04234791e+14 -1.39609608e+15\n", + " -1.95564247e+15 -2.43336008e+15 9.70324119e+14 -3.09734389e+15\n", + " 2.90865234e+14 2.61775499e+14 7.53390440e+14 1.73005955e+15\n", + " 2.08755664e+14 -9.46310327e+14 1.30333842e+15 -6.62367133e+14\n", + " 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3.99464750e+14 1.52717422e+15\n", + " 1.05969029e+15 6.47735882e+15 -1.20099617e+15 1.62227001e+15\n", + " 1.13246519e+15 3.33641323e+15 -1.32332088e+15 2.83094778e+15\n", + " -1.90922304e+14 -3.62336163e+14 3.00495969e+15 7.83380633e+14\n", + " 1.59420879e+14 1.09103365e+13 -4.23317055e+14 2.50177020e+14\n", + " 2.36194923e+14 -2.15495072e+15 -2.03076991e+15 -2.22026153e+15\n", + " 4.39843598e+15 -1.72966436e+15 2.20692799e+15 -3.08099279e+15\n", + " -9.22262952e+14 7.02082650e+14 7.12998318e+14 5.11910612e+15\n", + " -1.16613648e+15 1.61254011e+15 3.55045381e+14 -9.45436994e+14\n", + " 6.57058356e+14 -1.87932965e+15 9.86669687e+14 -3.93723483e+15\n", + " -2.38536114e+15 -1.38938603e+15 6.24197690e+14 1.53995794e+13\n", + " 1.52062480e+15 -8.21554887e+14 6.40158926e+14 -2.24399609e+14\n", + " 9.24072938e+14 1.71027954e+14 -1.03861305e+15 2.66475364e+15\n", + " -5.22784148e+14 -9.66206643e+14 3.59690056e+14 -1.82691125e+15\n", + " -7.15292095e+14 -1.04921655e+14 -6.41514375e+14 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1.70797312e+14\n", + " 2.17216335e+15 -6.07761400e+14 1.78232871e+13 6.61997416e+14\n", + " 4.96856969e+14 1.92349642e+15 -1.08504004e+15 6.15000985e+14\n", + " 9.28670496e+14 2.37378128e+14 1.06637813e+15 -7.07050596e+14\n", + " -2.14797575e+15 -1.78235529e+15 1.32757786e+15 1.33654466e+15\n", + " 4.88892466e+14 1.72622503e+15 9.00777915e+14 7.89949216e+14\n", + " -2.67738756e+15 2.68326260e+15 -1.31886208e+15 3.33150901e+14\n", + " 1.81382636e+14 2.83374294e+14 2.10896233e+15 -4.97185911e+14\n", + " -3.50586626e+14 -4.81257375e+14 1.78172899e+15 -1.06078629e+15\n", + " 8.79562592e+14 -2.54592414e+15 1.90205210e+15 -1.08893684e+15\n", + " 1.13732671e+14 -5.96807095e+14 -2.69130654e+15 -6.83026197e+14\n", + " 6.07766108e+14 -2.82221447e+14 1.16776786e+15 -1.49658619e+15\n", + " -9.46846081e+14 1.66113345e+15 -1.13858039e+15 -1.84195869e+15\n", + " -1.04598186e+15 -6.65250887e+14 -1.45518236e+15 -2.31928511e+14\n", + " -5.66518396e+14 6.75279141e+14 2.36996866e+15 9.23763968e+13\n", + " 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1.78479577e+15\n", + " 3.81037194e+14 -3.40029332e+14 -2.21185710e+15 5.99112216e+14\n", + " -6.84632962e+14 6.56467086e+14 -2.53132223e+15 1.85378386e+15\n", + " 2.30691274e+14 3.93201677e+14 -4.01661813e+14 -6.81219437e+13\n", + " 3.10575258e+14 -4.87108622e+14 2.23491409e+15 1.93126659e+15\n", + " -2.19872800e+15 2.65346359e+15 1.92511632e+15 -2.73510768e+14\n", + " 1.43094402e+14 1.00770208e+15 1.68136405e+14 1.06016086e+15\n", + " -9.86644080e+14 7.83266180e+14 -2.45737754e+14 1.35073730e+15\n", + " 1.03443830e+15 3.50302916e+12 -3.70581917e+14 -2.73060682e+14\n", + " -1.30441955e+15 1.74922704e+15 -8.09993880e+14 6.59879929e+13\n", + " 7.64141777e+14 -2.19516137e+14 -1.67200716e+14 -7.87745333e+14\n", + " -2.24435064e+14 3.36351240e+14 7.33477027e+14 -2.02239314e+14\n", + " 1.42924856e+15 -1.18339251e+15 -1.10926746e+15 -1.25589195e+15\n", + " 1.61579695e+15 -1.00524811e+15 -8.03078884e+14 4.67071879e+14\n", + " 1.10631757e+15 -4.18503624e+14 -2.85229957e+14 5.68173800e+14\n", + " 1.09597062e+15 -6.20256634e+14 8.39157622e+13 -1.38447370e+15\n", + " 1.06845797e+15 -7.25217807e+14 1.21331991e+15 4.45445141e+14\n", + " -8.29273369e+14 -1.33308611e+14 -2.91534015e+14 -5.69456376e+14\n", + " -7.12814461e+14 -2.14863136e+15 -1.07620045e+15 -1.30372711e+15\n", + " -1.66699689e+15 3.93754958e+14 -7.10568577e+14 -1.24712680e+15\n", + " 6.43372670e+14 1.84518976e+15 -7.17916943e+14 -3.72257697e+14\n", + " 5.70809745e+14 1.28196744e+15 -1.56538642e+14 5.34047078e+14\n", + " -2.52956006e+14 2.32462446e+14 -1.15490990e+15 -6.29884886e+14\n", + " 2.03277988e+15 -3.25870389e+14 7.90667799e+14 -1.04018951e+15\n", + " 2.03899822e+15 -7.55552983e+13 6.21090693e+13 1.42073001e+15\n", + " 2.97214836e+14 -5.16300754e+14 -1.89436129e+14 3.58367927e+13\n", + " -2.51145131e+14 1.29607017e+14 7.60908238e+14 -5.25968621e+14\n", + " -6.09518094e+14 -1.37612332e+13 7.75122617e+14 -8.98586382e+14\n", + " 9.18634579e+14 4.30411157e+14 -8.00434856e+14 1.26145992e+15\n", + " -4.52885728e+14 1.42004839e+15 -1.76730310e+15 -1.32970182e+15\n", + " -1.19137891e+15 1.90973053e+14 4.75674921e+14 -1.19888965e+14\n", + " -1.28229741e+15 1.62067110e+15 1.37685211e+15 1.49365035e+15\n", + " -1.91956567e+14 1.98798744e+15 -1.94616652e+14 2.31405623e+14\n", + " -3.87880738e+14 9.86423680e+14 2.17497235e+13 -4.61341851e+14\n", + " -8.84338834e+14 7.17570866e+14 -7.21689176e+14 4.30910126e+14\n", + " 2.48935517e+15 5.60776715e+14 -1.09670939e+15 -2.66900359e+14\n", + " -3.71718743e+14 5.24487976e+13 2.47943444e+14 -1.88661554e+15\n", + " 3.06073947e+14 5.62775944e+14 1.78065669e+15 -2.35144981e+15\n", + " 7.04556622e+14 6.70288710e+12 -6.07000307e+14 1.21922822e+14\n", + " 1.94671963e+13 -8.26061232e+14 -1.29485616e+14 1.75340351e+14\n", + " 5.41738921e+14 -2.11873444e+14 3.97454840e+14 2.56595040e+15\n", + " 4.24656626e+14 -2.80833404e+15 1.15745861e+15 -9.42481790e+14\n", + " -1.24410078e+15 -6.61254131e+13 -3.57392294e+14 -8.10530185e+14\n", + " 1.91482167e+15 -7.17170841e+14 7.09395262e+14 4.18118616e+14\n", + " 4.51948221e+14 -1.17264863e+15 -5.25766544e+14 4.21839074e+14\n", + " 2.01965681e+14 7.77387355e+14 6.24360170e+14 -4.23042072e+14\n", + " 7.46881146e+14 -4.71507424e+14 1.64449223e+15 8.91048488e+14\n", + " 6.71452598e+14 -7.53942341e+14 1.69810968e+15 -1.18410761e+15\n", + " -3.31968118e+15 2.16855114e+15 1.00169610e+14 1.41259580e+15\n", + " 1.36289495e+15 -2.89972786e+13 -6.49440664e+14 1.19192117e+15\n", + " -1.27411140e+14 -1.45891319e+15 4.57279285e+14 2.71092656e+14\n", + " 5.20962605e+14 -1.09200421e+15 1.11722119e+15 -3.74601180e+14\n", + " -1.30253445e+15 4.53243052e+14 2.62029593e+14 -2.07949857e+15\n", + " -3.97492347e+14 -2.46437510e+13 4.93352349e+14 -4.64105601e+14\n", + " -2.47567782e+14 -3.66006353e+14 2.41273054e+14 -1.48187198e+13\n", + " -2.98011181e+14 1.45056973e+15 1.27792389e+15 2.52629749e+15\n", + " 1.11440932e+15 1.53193752e+15 -4.96142385e+14 -4.51460636e+14\n", + " 8.30473611e+14 -6.03542358e+14 -1.00643785e+15 1.37292832e+14\n", + " 2.54386490e+14 1.44273665e+15 7.14251720e+14 2.34098702e+14\n", + " -1.26577370e+14 -1.95482165e+15 1.26377624e+15 4.93677736e+13\n", + " 3.94972334e+14 3.01385787e+14 -5.60152836e+14 -2.13379167e+15\n", + " 8.11963476e+14 1.05179193e+15 -7.99803130e+14 -1.32197760e+15\n", + " -3.54954860e+14 -1.03588808e+15 -1.80554774e+15 -1.65696134e+15\n", + " 1.11339306e+14 8.31937976e+14 5.83515645e+13 5.94880691e+14\n", + " 4.49787010e+14 -1.23385929e+14 3.94666739e+14 3.41361383e+14\n", + " 2.21008142e+14 2.77595748e+14 -9.94160842e+14 -4.19108955e+14\n", + " -4.86373765e+14 -7.19310724e+14 -5.78410990e+14 -3.18077698e+13\n", + " 3.33531593e+14 1.98734621e+15 -2.01938616e+15 1.35279945e+14\n", + " -4.78671053e+14 -2.40794457e+15 1.75260458e+15 -2.17392893e+15\n", + " -5.34309770e+14 -1.12438759e+15 -8.42826243e+14 8.05286050e+14\n", + " 1.95532047e+14 4.76416330e+14 1.52673338e+15 -1.61798482e+14\n", + " 1.15085174e+15 7.51573323e+14 2.56928232e+15 6.55947940e+14\n", + " -1.56050908e+15 2.43528580e+14 9.64967540e+14 4.40678279e+14\n", + " 7.44223542e+14 4.04482070e+14 3.90289391e+14 -2.57673028e+15\n", + " 8.46912944e+14 2.77489627e+14 8.81302172e+14 -8.85689473e+14\n", + " 4.15719112e+14 5.40599465e+14 1.01237954e+15 1.20988517e+15\n", + " 1.08337319e+15 9.04890768e+14 -1.13905112e+15 -1.88332207e+14\n", + " 6.83885873e+14 -1.13099901e+15 -7.31973040e+14 9.34413137e+14\n", + " -8.21078085e+13 -5.01056831e+14 -4.48354750e+14 2.18417675e+15\n", + " -7.26514544e+14 4.11609419e+14 7.18922875e+14 -1.10578314e+15\n", + " -1.05729796e+15 2.19708828e+15 8.38213454e+14 -3.90660504e+14\n", + " -5.43621777e+14 2.78913802e+15 3.59452071e+13 1.57020331e+15\n", + " -9.07010221e+14 -6.20586984e+14 -1.08026248e+15 -8.27472805e+13\n", + " -7.25136389e+14 -8.77278446e+14 4.51341669e+14 -1.16992710e+15\n", + " 3.89563744e+14 1.42223901e+14 -7.83940284e+14 -1.25123797e+15\n", + " 8.74537044e+14 1.09148814e+15 -1.21531118e+15 6.89299291e+14\n", + " 1.39422834e+14 6.14543288e+14 1.00492931e+15 -6.90806101e+14\n", + " 1.29981191e+15 3.78593090e+14 6.12076676e+14 -1.13748628e+15\n", + " -3.89943175e+14 -2.47888639e+14 5.66574275e+14 9.49527977e+13\n", + " 7.09567917e+14 2.46781780e+15 -6.48161239e+14 2.40762393e+14\n", + " 8.63018913e+14 -1.39793772e+15 -1.00525889e+14 4.71480458e+14\n", + " -1.81452888e+15 2.65423799e+14 -4.52212714e+14 -6.06190512e+14\n", + " 9.38668432e+12 -5.16905254e+14 1.64466248e+14 9.20619673e+14\n", + " -1.46573965e+15 -2.20630430e+14 -3.61975428e+14 -1.02683367e+15\n", + " -1.74344660e+14 -1.17340894e+15 -5.68570597e+14 -3.74447636e+14\n", + " -3.50589440e+14 2.08036742e+14 -1.14696492e+15 -3.66619616e+14\n", + " -1.57715516e+15 4.93012308e+14 -6.42486832e+14 5.77036252e+14\n", + " 6.99562153e+14 5.86916216e+14 -3.81459850e+14 2.43823267e+14\n", + " 7.62109436e+14 1.02288924e+15 -3.01036703e+14 -2.85397684e+12\n", + " 1.35943359e+15 1.15942729e+15 -5.25455523e+14 1.23576514e+15\n", + " 2.42457045e+14 -8.35439313e+14 -1.88165267e+15 1.36536902e+15\n", + " 2.36110202e+15 -3.11646717e+14 2.25039318e+15 1.00722248e+15\n", + " -2.12201620e+15 3.18663290e+14 1.04431690e+15 -1.35734042e+15\n", + " -4.20335515e+14 -1.29490553e+15 1.36718464e+14 -9.39044831e+14\n", + " 8.82261976e+14 6.33659928e+14 1.06147942e+15 -3.92869430e+12\n", + " 2.23686342e+14 -6.71067410e+14 1.35878340e+15 4.66759485e+14\n", + " 1.58693198e+14 -4.28091729e+14 3.72362031e+14 -1.19911589e+15\n", + " 7.04707399e+13 -3.71664897e+14 9.79408485e+14 -7.21681042e+14\n", + " -1.51190693e+15 4.07439468e+14 -3.19559187e+15 6.25684257e+13\n", + " -6.02370093e+13 2.40220583e+14 7.16858988e+14 8.76610125e+14\n", + " 8.62540624e+14 1.03629212e+15 6.55189390e+14 -2.82402953e+13\n", + " -4.04514691e+14 1.53862991e+15 9.98975308e+14 -1.08853850e+15\n", + " 1.20306973e+15 7.71141212e+14 4.14361700e+14 3.56490973e+14\n", + " -2.77189852e+14 -1.61972391e+15 2.70006263e+14 1.52254936e+15\n", + " 1.14944015e+14 1.23518686e+15 5.66248114e+14 -1.80751082e+14\n", + " -2.01330930e+15 -1.07536455e+15 3.77304300e+14 -2.60921435e+14\n", + " 1.33117681e+14 1.25585455e+13 -1.35851397e+14 2.27780857e+14\n", + " -3.91155168e+14 -1.28514691e+15 -4.11039690e+14 -5.56636727e+14\n", + " -1.61852350e+14 1.26304903e+15 5.93192037e+13 -1.05896400e+14\n", + " -8.68954605e+14 1.47315235e+14 4.70377788e+14 3.40889701e+14\n", + " 3.49363864e+13 7.47028386e+13 3.68278458e+14 -9.31053110e+14\n", + " -6.47673080e+14 -3.43357399e+14 -1.44126665e+14 -9.74795605e+14\n", + " -7.19403427e+14 -9.89298665e+14 6.20501998e+14 3.25488912e+14\n", + " -2.97829962e+14 4.36908377e+14 1.00119696e+15 -9.17604364e+13\n", + " 1.15543960e+15 2.16255803e+14 -6.39739874e+13 2.52242491e+14]\n", + "Found 2072 total galaxies in catalog for cluster 10146\n", + "[-8.16437221e+14 -1.30462868e+15 -8.55348742e+14 ... -9.44357198e+14\n", + " 1.17540428e+15 -5.13587247e+14]\n", + "Found 2695 total galaxies in catalog for cluster 14476\n", + "[-1.49188377e+14 2.71529167e+15 3.94872742e+15 ... -1.38469383e+15\n", + " -1.34403821e+14 1.65845973e+14]\n", + "Found 119 total galaxies in catalog for cluster 8395\n", + "[ 4.53875001e+14 -1.23858503e+15 -9.87282188e+14 -8.65784735e+14\n", + " 3.88474540e+15 -4.02161651e+15 2.21151177e+15 -1.02550476e+15\n", + " 7.61972248e+13 -1.02902611e+15 3.06934342e+15 -2.86667066e+14\n", + " 4.49518834e+15 3.02069083e+15 -2.17453279e+15 -8.86022454e+13\n", + " 3.22209532e+15 -3.94714615e+15 1.27291920e+15 -7.33939173e+13\n", + " 3.83981389e+15 -6.94684125e+14 1.76249681e+15 -4.75948567e+14\n", + " 1.56555055e+15 3.28141623e+15 2.02867731e+15 -1.06765473e+15\n", + " -2.40198595e+15 -1.07023521e+15 6.16069286e+14 -4.91250258e+14\n", + " 6.53787024e+14 2.68719601e+14 -2.76270304e+15 -1.05086979e+15\n", + " 2.43827232e+14 -4.70245910e+14 -4.63767300e+14 1.70181313e+14\n", + " -2.99736419e+15 2.99151310e+14 8.15678959e+13 5.93999889e+14\n", + " -1.11183581e+15 3.63989203e+15 2.60098811e+15 1.24945744e+15\n", + " -3.15225544e+15 -9.70663343e+14 -4.90229659e+15 -7.10062623e+14\n", + " -3.44156101e+13 -4.92752829e+14 1.65789891e+15 1.57414343e+14\n", + " 1.61997659e+15 -3.36197780e+14 1.63035750e+15 -1.64395175e+15\n", + " -2.68790764e+15 -8.95426152e+14 -1.74272170e+15 -1.54778281e+15\n", + " 2.43253315e+15 2.23518737e+15 3.30049775e+15 1.96208753e+15\n", + " -1.03506345e+14 7.13961348e+13 -4.12904554e+15 5.23462063e+14\n", + " 1.88008797e+15 4.18636276e+14 -1.83768549e+15 5.35818653e+14\n", + " -4.21312888e+14 -2.62253559e+15 -1.10876130e+15 8.62308983e+14\n", + " 1.09755202e+15 5.20641321e+14 -1.41712940e+15 1.86131552e+15\n", + " 4.33414023e+15 2.22375983e+15 -1.04556212e+15 -2.76133599e+15\n", + " -6.00585525e+14 -1.48840287e+14 1.27115438e+15 -3.03969696e+15\n", + " -1.30091267e+15 -1.14593521e+15 2.40226119e+15 -2.59377541e+12\n", + " -2.29281196e+15 -6.38229566e+15 -2.26973170e+15 -2.03309281e+15\n", + " -7.02129931e+14 -1.74105869e+15 -2.28003544e+15 -6.18803395e+14\n", + " 2.83235573e+15 -3.38237072e+14 2.41860060e+15 -1.58428754e+15\n", + " 1.09519475e+15 -9.72532406e+14 -1.09367022e+15 3.05060595e+14\n", + " 8.64935027e+14 -1.19442014e+15 2.19029886e+14 2.88628836e+14\n", + " 2.36864595e+14 1.40396366e+15 4.82791105e+13]\n", + "Found 3612 total galaxies in catalog for cluster 16657\n", + "[-2.17725923e+15 -1.16750706e+15 -2.85590454e+15 ... 2.26005148e+13\n", + " -4.92417004e+14 -5.60669353e+14]\n", + "Found 2732 total galaxies in catalog for cluster 13039\n", + "[-2.90981308e+15 1.87069973e+15 4.10177497e+14 ... 6.89724844e+14\n", + " 7.90522998e+14 9.40524713e+14]\n", + "Found 2714 total galaxies in catalog for cluster 15382\n", + "[ 1.47818379e+15 -2.41636882e+15 -2.46170016e+15 ... 4.42426728e+14\n", + " 2.08263868e+13 -3.23203672e+14]\n", + "Found 1343 total galaxies in catalog for cluster 17011\n", + "[-1.25403142e+15 -2.08500662e+15 -2.31812709e+15 ... -1.91565487e+14\n", + " -1.58434640e+14 5.22007185e+14]\n", + "Found 6019 total galaxies in catalog for cluster 8523\n", + "[ 3.51938929e+15 6.43269036e+14 1.11640860e+15 ... 5.61544289e+14\n", + " 2.04873661e+14 -3.01420189e+14]\n", + "Found 1038 total galaxies in catalog for cluster 11300\n", + "[ 3.04645753e+15 2.05269775e+15 -2.99115596e+15 ... 1.50529574e+15\n", + " -5.61595715e+14 -1.26378865e+13]\n", + "Found 6292 total galaxies in catalog for cluster 17462\n", + "[-2.17195034e+15 -1.86146695e+15 3.90145855e+14 ... 3.71105397e+14\n", + " -2.40313755e+13 2.87933609e+14]\n", + "Found 1520 total galaxies in catalog for cluster 13025\n", + "[-1.45825817e+15 -2.49161191e+15 -1.22299287e+15 ... -4.10609107e+14\n", + " 1.27612757e+14 -6.56920107e+14]\n", + "Found 2090 total galaxies in catalog for cluster 21385\n", + "[ 7.98406172e+15 -3.94685504e+14 3.00031821e+14 ... -7.85945086e+14\n", + " 5.94093371e+14 -2.66124074e+14]\n", + "Found 2591 total galaxies in catalog for cluster 20888\n", + "[ 2.78334585e+15 -4.60573483e+13 -7.01669475e+14 ... -8.55590134e+14\n", + " 1.95762544e+14 1.59128639e+14]\n", + "Found 3139 total galaxies in catalog for cluster 21815\n", + "[ 5.58671252e+14 -1.74314505e+14 8.05977964e+14 ... -2.74973235e+14\n", + " 2.86697717e+14 4.16313103e+14]\n", + "Found 528 total galaxies in catalog for cluster 7594\n", + "[ 7.74739874e+14 4.69310523e+15 -4.46591269e+14 -3.92152082e+14\n", + " -9.94229644e+14 5.68597985e+14 -2.33601669e+15 2.38158082e+15\n", + " -5.55395001e+14 6.62833908e+15 1.87767147e+15 -1.02094730e+15\n", + " 5.09409818e+14 7.10102530e+14 9.51740440e+15 6.14358899e+15\n", + " 8.88028646e+13 -2.86540046e+15 2.76999337e+15 4.02714766e+14\n", + " 1.42272368e+15 -9.81711677e+14 4.78856947e+14 -8.48664890e+14\n", + " -8.85464888e+14 -1.00906063e+15 1.64428023e+15 5.36817367e+14\n", + " 6.98372551e+13 7.94654154e+14 -2.45006496e+15 -7.75117563e+15\n", + " 2.40993981e+15 3.32673662e+15 -2.24435293e+15 -2.84799187e+14\n", + " -2.72402421e+15 -1.21492158e+15 -2.29131307e+15 3.04040815e+15\n", + " 1.23560045e+15 -6.71476303e+14 4.50834714e+14 3.38756283e+15\n", + " -5.57864060e+15 -2.40306288e+15 -1.21316620e+15 -4.89626453e+15\n", + " 6.17904106e+14 1.43242045e+14 3.04908589e+15 2.49681424e+15\n", + " -1.97960406e+15 -4.16861089e+15 -5.06622049e+15 -4.92800027e+14\n", + " 6.91154321e+14 7.84977661e+14 -1.28530522e+15 -4.15714135e+15\n", + " -6.30133311e+14 -7.03778586e+14 -5.69077414e+15 3.23799208e+15\n", + " -2.89213589e+15 -5.50135326e+15 1.03727594e+16 -6.35134436e+15\n", + " 3.27212973e+13 -3.55058867e+14 5.15288717e+14 2.16339725e+15\n", + " 1.97873232e+14 6.41115797e+14 6.81109662e+15 8.00147625e+13\n", + " -1.46184369e+15 -1.02972814e+15 -2.64462610e+15 -3.70229583e+14\n", + " -3.08658586e+15 6.29809557e+15 -3.06974389e+14 -2.32168509e+15\n", + " -2.53885751e+15 2.25444238e+15 7.17597763e+15 -3.55150080e+15\n", + " 1.21761685e+14 -3.70194588e+15 -9.56246057e+14 3.24226091e+15\n", + " 3.21117674e+15 3.49164200e+15 4.41064517e+14 -1.97813408e+15\n", + " -3.50098016e+15 8.73432442e+14 -5.30080298e+15 5.39951905e+15\n", + " 2.38805857e+15 1.63450264e+15 -9.50372311e+14 3.40572943e+14\n", + " -3.77431017e+15 -1.69732197e+14 -8.41495916e+13 1.89866094e+15\n", + " -3.09934692e+15 1.44732330e+15 -4.67371046e+15 8.25601976e+14\n", + " -1.60202989e+15 -1.90796909e+15 2.27924885e+15 -2.65385572e+15\n", + " 2.10742480e+15 -7.71816630e+14 7.98760160e+14 2.14339532e+15\n", + " 2.53185116e+15 -8.59793603e+14 -2.03235494e+15 8.44304232e+14\n", + " 1.15582919e+15 -4.98922957e+15 5.41521091e+15 -1.36474247e+15\n", + " 1.96905574e+15 1.91492502e+15 -2.23810638e+14 1.08302797e+15\n", + " 9.23467189e+14 -6.61020049e+15 -4.11341184e+15 -1.57604619e+13\n", + " -6.89488079e+15 -2.19433144e+14 -9.03720194e+14 4.43231824e+14\n", + " -1.25857628e+15 -2.39388492e+15 -1.40600857e+15 -1.84942641e+15\n", + " 3.49877405e+14 -1.65283434e+15 -1.24546863e+14 -1.43534499e+15\n", + " 6.02464957e+15 -1.42371568e+15 5.65060318e+14 -1.49977105e+15\n", + " -1.62982117e+14 -5.05916295e+14 4.63665727e+15 2.54758049e+15\n", + " 2.84778647e+15 1.68553378e+16 -1.50853773e+15 3.15459958e+15\n", + " -2.30894768e+15 9.32214365e+14 -1.27704793e+15 -2.08418086e+15\n", + " 1.00651130e+14 -3.58064242e+15 2.12135283e+13 5.39882848e+15\n", + " 2.19299140e+15 2.90425293e+14 -1.95279908e+15 1.75892689e+14\n", + " 1.97146151e+15 -1.02402209e+15 -8.16431587e+14 5.26767593e+14\n", + " 3.13394814e+14 -1.84613340e+15 2.07543158e+15 -1.07343037e+14\n", + " -1.76530578e+15 1.56063528e+15 -6.11826203e+15 -4.86123435e+14\n", + " 2.72930140e+14 -5.38353198e+14 -2.57114239e+14 -3.58114631e+15\n", + " 2.34140021e+15 2.39909253e+15 -2.57712418e+15 1.42253355e+15\n", + " 1.18663412e+15 -1.97891937e+14 -1.98035917e+15 6.91948182e+15\n", + " -5.66605779e+14 3.05614001e+14 -3.42613043e+14 3.67875781e+15\n", + " -3.07224488e+15 1.61924614e+15 -9.31138893e+14 1.76899970e+14\n", + " -1.73855686e+15 4.10818165e+14 7.41034810e+15 8.67107215e+14\n", + " 8.14087629e+14 -1.98333039e+15 5.45397443e+14 -1.35501402e+15\n", + " 7.29060390e+14 -2.88231574e+14 -1.26154209e+15 5.99586102e+14\n", + " -5.27566036e+15 -9.10979642e+14 1.45487909e+15 -2.35914881e+14\n", + " -1.16280631e+15 1.05667354e+15 1.84806146e+15 -5.70916540e+14\n", + " -1.72479500e+15 6.23759365e+14 -2.13920707e+15 1.18052147e+14\n", + " 1.08392809e+15 4.72531169e+13 1.39851633e+15 -1.43873629e+15\n", + " 1.93680919e+15 4.97309877e+14 4.70354899e+14 -2.15542972e+14\n", + " -8.47633835e+14 1.24960148e+15 -9.29061122e+14 1.79664482e+15\n", + " 8.92613428e+14 -6.10868181e+13 -1.46486672e+14 -1.96041922e+15\n", + " -2.05452891e+15 2.60270237e+14 6.31633636e+14 -1.60943491e+14\n", + " -1.64643006e+14 2.85391302e+14 8.79683733e+14 -8.51143511e+14\n", + " -1.31588028e+15 1.77188319e+14 -9.94130423e+14 -6.49824155e+14\n", + " 8.74740297e+12 -1.40403637e+15 1.68247899e+15 -2.71262392e+15\n", + " -5.28759993e+15 9.28470268e+14 -2.79027550e+15 -1.47870298e+15\n", + " -3.59833586e+15 1.71078945e+15 1.12100126e+15 1.80890347e+15\n", + " -6.89702276e+14 1.48686563e+15 -1.36927000e+15 8.87207793e+14\n", + " 1.16012171e+15 9.05814522e+14 -2.29723993e+15 -2.73376649e+15\n", + " 1.61270554e+15 -1.13766747e+15 8.92330991e+14 2.57895148e+15\n", + " -3.20178842e+15 1.12997036e+15 -4.04212355e+14 5.16045014e+14\n", + " -1.19691707e+14 4.16578414e+14 1.39813798e+14 -9.83050412e+14\n", + " 2.18928549e+14 3.48729741e+15 1.63308084e+14 1.23140723e+15\n", + " -4.99728181e+14 4.82736018e+13 1.98040197e+15 2.43998062e+14\n", + " 1.84845162e+14 -3.80273113e+14 1.70902163e+15 2.06692744e+15\n", + " 1.71842717e+15 2.04792134e+15 -3.14072923e+14 1.96240622e+15\n", + " -2.04452495e+15 -2.70734466e+14 2.61229938e+15 2.44674023e+14\n", + " -1.20074445e+14 -8.27614186e+14 1.95680662e+15 2.18497201e+15\n", + " -2.02481235e+15 4.53684445e+15 -3.01397939e+15 1.42541678e+15\n", + " -1.33904059e+15 -1.50142540e+15 -6.29320825e+15 3.50479776e+15\n", + " -2.54739395e+14 8.83331542e+14 -2.02626873e+15 1.65651444e+14\n", + " -1.24854472e+15 -1.06610120e+15 -2.34193925e+15 -5.70133314e+14\n", + " 6.81814088e+14 -5.81126302e+15 -1.33654888e+14 -1.69228937e+15\n", + " -5.57504053e+14 2.37925890e+14 -1.12234370e+15 7.64453203e+13\n", + " 6.43654615e+14 -1.46997325e+15 1.82126602e+13 2.20033968e+15\n", + " -9.14866662e+14 2.80849921e+15 1.16491049e+15 1.03440140e+15\n", + " 2.57287226e+14 -1.54120602e+15 -4.35891029e+13 4.02172514e+14\n", + " -8.69097353e+14 -1.85473751e+15 -2.63384228e+15 1.34018116e+15\n", + " 2.99754790e+15 -2.49980463e+14 -2.36785358e+15 7.11122232e+14\n", + " 1.89179528e+15 2.00819134e+15 1.37960440e+14 1.51701568e+15\n", + " -1.92770715e+15 4.10631557e+14 3.46043004e+14 1.69152175e+14\n", + " 3.89419811e+14 1.06695175e+15 1.62679198e+15 -9.73860116e+14\n", + " 1.48862105e+15 -1.39689166e+15 -1.13745263e+15 -2.76090696e+15\n", + " -1.69952623e+15 3.29220361e+14 1.11470510e+14 1.47960391e+15\n", + " 2.57797335e+15 -1.03471201e+15 3.18586314e+15 1.76711847e+15\n", + " -9.37156743e+14 6.91221736e+14 3.08569948e+15 4.08267323e+15\n", + " -1.01311476e+15 -9.55843840e+13 2.28465291e+14 -1.09408693e+15\n", + " -6.17789055e+14 -3.80693629e+15 2.21224140e+15 -7.88212931e+13\n", + " -2.29870571e+15 -4.17648047e+14 3.02734636e+14 3.19516015e+14\n", + " -4.49057184e+14 1.52144297e+15 -1.61268497e+15 -8.94975563e+13\n", + " -1.64288008e+15 1.85463452e+15 1.09298191e+15 1.57385277e+14\n", + " 1.56964556e+14 -5.39989926e+14 1.29529997e+15 -7.75280446e+14\n", + " -1.33996309e+15 3.00617134e+15 -1.09880632e+14 -1.24740596e+14\n", + " 2.04867603e+14 -6.72736369e+14 -1.91203727e+15 3.75932105e+15\n", + " -1.57818626e+15 9.03719798e+14 2.62949035e+15 -3.18833484e+15\n", + " -6.54174775e+14 1.28062858e+15 8.51972752e+13 -2.88063030e+14\n", + " -3.23617697e+15 -2.20739864e+15 -2.59761488e+15 1.23977167e+15\n", + " 3.30726272e+13 2.18688550e+15 -5.59028224e+14 -1.13513318e+15\n", + " 1.01070947e+15 -1.36299594e+15 2.05371549e+15 1.87976236e+15\n", + " 6.73077764e+14 -5.38051338e+14 1.56336662e+15 -1.40951248e+15\n", + " 1.59946062e+13 3.17232151e+14 2.69873810e+15 -5.15273102e+14\n", + " 3.98923456e+14 4.06575020e+14 -2.21291106e+15 -2.75839109e+15\n", + " -1.04597581e+14 1.08455897e+14 4.26979586e+14 3.64787026e+14\n", + " 1.32457652e+15 7.66586686e+14 3.49577310e+14 -3.78517494e+14\n", + " -1.88596104e+15 1.05693307e+15 -3.07066795e+15 -1.14960169e+15\n", + " -3.30035945e+14 -1.38207224e+15 -3.39084275e+14 -2.16488395e+15\n", + " -4.03519552e+14 -1.61110123e+15 -2.78172331e+15 -3.12013306e+14\n", + " -2.49582947e+14 -3.11931462e+15 6.67531650e+14 -5.49742701e+14\n", + " -1.86700356e+15 -3.54010107e+15 1.19131818e+15 -3.78285119e+15\n", + " -3.06954498e+14 -1.12644013e+15 2.20028694e+14 -9.34143731e+14\n", + " 2.01167723e+15 3.94225137e+14 -1.65161378e+15 3.95932330e+14\n", + " 3.96088893e+14 -2.19599165e+14 1.48483445e+15 -4.92253770e+14\n", + " 2.77991418e+14 -2.31998710e+14 4.82810370e+14 -5.84451643e+14\n", + " 1.71807264e+15 -1.16374049e+15 -8.78075249e+14 -8.80850962e+14\n", + " 4.97513285e+14 -1.54342650e+15 7.78581093e+14 2.63250019e+15\n", + " 1.18313869e+14 -3.14614536e+15 2.18879241e+14 4.29510297e+14\n", + " -1.26014827e+15 1.55236884e+15 -1.87732166e+15 -6.13424482e+14\n", + " -5.20354692e+14 -1.15451740e+15 -3.20087954e+14 -9.97652854e+14\n", + " 2.48246413e+14 -5.07914601e+14 -8.09572689e+14 -4.12331024e+14\n", + " 9.11963698e+14 1.36996296e+15 8.67058322e+14 1.59072024e+14\n", + " -3.77858364e+14 -2.43651641e+14 -1.55696539e+15 1.88356894e+14\n", + " -9.40463738e+14 9.70412515e+14 1.34660035e+15 7.40251342e+14]\n", + "Found 363 total galaxies in catalog for cluster 21425\n", + "[ 2.35826638e+14 -4.23888659e+15 -2.17077980e+15 6.96261773e+14\n", + " -5.13287140e+14 -2.08500305e+15 5.36977969e+14 3.13187200e+15\n", + " -5.09342535e+15 -3.44524238e+14 5.49973280e+14 -5.29004319e+14\n", + " -3.05823154e+15 -6.96457207e+15 -9.63965429e+14 -4.19546781e+15\n", + " -5.45046123e+15 1.56967569e+15 -4.02793560e+14 -3.21822285e+15\n", + " 3.30900131e+15 -1.32978447e+14 -5.33224785e+15 -1.11679206e+15\n", + " 1.07469923e+16 -5.15744697e+14 2.10933498e+15 1.48975836e+15\n", + " 9.94760488e+14 -1.45298494e+15 -1.84314602e+15 -1.75899829e+15\n", + " -1.58420655e+14 -4.82307528e+15 -5.15218030e+14 -8.96567470e+14\n", + " 3.45100879e+14 2.12460366e+15 6.03730873e+15 7.09369045e+14\n", + " 4.86160954e+15 -1.31574478e+15 4.70679554e+14 3.28935583e+15\n", + " 2.43672512e+15 -5.24899656e+14 2.53932719e+15 5.48214178e+15\n", + " 4.97168855e+14 -1.62734301e+14 -3.19210224e+15 -1.66520641e+15\n", + " -2.23202656e+14 4.13187046e+15 -5.98912892e+15 3.34219937e+14\n", + " -2.03927874e+15 -6.34561774e+15 3.93694792e+14 1.75420633e+15\n", + " 2.13788778e+15 1.51706783e+15 -1.97345893e+14 5.64066815e+15\n", + " -1.34857520e+15 4.48119812e+15 2.50549606e+15 -5.04741936e+14\n", + " 2.44056819e+15 2.15690618e+15 1.33041089e+15 -5.37471274e+14\n", + " 1.55363907e+15 -4.57032755e+15 -1.63912636e+15 5.22442706e+15\n", + " 9.66642046e+13 -4.62731638e+14 -1.18257929e+15 2.33318846e+15\n", + " -5.83251096e+14 1.92896360e+15 1.00827873e+15 -1.95049000e+15\n", + " 5.70167047e+14 -2.46949753e+15 -1.76645604e+15 1.78270922e+15\n", + " 4.71322090e+13 -3.60224236e+15 2.31496506e+15 2.31377138e+14\n", + " 4.87722467e+13 -1.01147115e+15 4.47035655e+15 -7.86224203e+14\n", + " 1.51115877e+15 -3.12801302e+14 1.40610333e+15 -1.25253101e+14\n", + " 4.13364491e+14 -2.13619844e+14 4.86304092e+14 -2.44997908e+15\n", + " 7.76531188e+14 -1.00137377e+14 1.68964440e+15 5.44419406e+13\n", + " -2.15093950e+15 -7.79757698e+14 4.02460088e+14 -1.41348704e+16\n", + " -2.93329760e+15 1.55577457e+15 -2.49774560e+15 -3.22076536e+14\n", + " 2.62730409e+15 -2.13391273e+14 -1.09015679e+15 7.50478449e+14\n", + " -1.21668350e+15 3.64944090e+15 2.53519278e+15 -2.80506003e+14\n", + " -1.17295707e+15 3.48617160e+15 1.58042044e+15 7.54576992e+14\n", + " 2.14133185e+15 -1.49902078e+15 2.52831126e+14 1.63046200e+15\n", + " 2.50447376e+15 1.61024732e+15 1.35845450e+15 2.83871082e+15\n", + " -2.50348451e+14 -1.17321874e+15 3.10814915e+15 9.93929066e+14\n", + " -1.99932280e+15 -8.69728249e+14 3.48875044e+14 4.01272150e+14\n", + " 1.53927933e+15 7.89141687e+14 1.46024473e+15 5.06010274e+14\n", + " -8.85970917e+14 -1.73067676e+14 3.48522956e+15 -1.57831806e+15\n", + " 6.66471459e+14 -4.30017820e+14 -6.54261078e+14 1.26584293e+15\n", + " 1.74500288e+15 8.50828642e+14 1.40450436e+15 -5.56919213e+14\n", + " -3.87936268e+14 -7.70118072e+14 -3.54502320e+14 1.41881348e+15\n", + " -1.73888305e+15 -1.22502073e+15 2.39991377e+14 7.66780122e+14\n", + " -1.43978114e+15 -3.46383775e+14 6.23482920e+14 -3.10138056e+15\n", + " -7.54843122e+14 1.87260012e+14 -1.56642296e+14 5.51426959e+14\n", + " 7.75010478e+14 1.09845581e+15 -6.48547363e+14 -2.23227844e+15\n", + " 5.11119526e+13 -8.77540484e+14 5.31995804e+15 4.94693502e+14\n", + " 3.26913402e+15 2.07829993e+15 -9.44494390e+14 6.36597029e+14\n", + " -3.10888295e+15 3.66734209e+15 -5.51192250e+14 -4.26979016e+14\n", + " -7.43862223e+14 -1.98117193e+15 -1.49457051e+15 -2.46607516e+15\n", + " -1.46622310e+15 -9.15791926e+14 1.40120393e+15 1.77290233e+15\n", + " 5.22822391e+13 1.18177317e+15 2.06066968e+14 1.93544460e+14\n", + " 1.10084380e+15 -1.22686760e+14 1.11157335e+15 1.69595282e+14\n", + " -4.80157988e+14 5.41317472e+13 -9.80075629e+14 -3.51599032e+14\n", + " 1.02775763e+14 -1.85286153e+15 -1.54898297e+15 -1.83186885e+15\n", + " -4.63967018e+14 -2.45332602e+14 -2.43325344e+15 -2.26763404e+15\n", + " 1.84691717e+15 3.02799402e+15 1.21721018e+15 8.47747480e+14\n", + " 3.53126680e+14 -5.74709576e+14 2.84860783e+15 5.77473675e+14\n", + " 6.94218907e+14 2.55183024e+15 -2.58288028e+14 1.25117538e+15\n", + " 5.41192328e+14 -1.63057021e+15 1.93632951e+15 1.79959215e+15\n", + " -9.81347599e+14 -7.02816649e+14 -1.88601483e+15 -1.36252870e+15\n", + " -1.47445116e+15 8.56819458e+14 3.11771666e+13 1.58939736e+15\n", + " 5.21624463e+14 5.40989980e+15 3.45759606e+14 2.68914281e+15\n", + " 9.58372353e+14 1.14030752e+15 -3.96432579e+14 4.11275103e+15\n", + " 3.34406673e+13 4.52643992e+15 -2.04889133e+15 -1.35330665e+15\n", + " 1.69762731e+15 1.10197976e+15 8.35820311e+14 -1.58432943e+15\n", + " 2.62201105e+15 1.57215181e+15 -5.88475584e+14 -1.64915696e+14\n", + " -1.44754297e+15 9.00655237e+14 -1.65185013e+15 1.71748294e+15\n", + " -4.01656646e+14 7.70261460e+14 3.88793129e+15 8.31976914e+14\n", + " -2.55801395e+15 3.11069218e+15 1.15232562e+15 1.47611616e+15\n", + " -1.65129276e+14 1.63771727e+15 -1.19045239e+15 9.01331874e+13\n", + " -2.58948598e+15 -1.49218728e+15 9.41970833e+14 5.38473991e+14\n", + " 9.05580556e+13 -2.04558729e+15 -6.99218405e+14 1.63933944e+14\n", + " -1.13883225e+15 3.09133669e+15 -3.93805195e+14 -1.12691406e+15\n", + " -2.85699164e+14 -6.51463860e+14 2.41359595e+15 8.74352717e+14\n", + " -9.74625912e+14 -2.66891188e+14 2.83925521e+15 -6.43100101e+14\n", + " -1.85627368e+15 -4.84115225e+14 -2.20869337e+15 -1.51144824e+15\n", + " -2.72380607e+15 2.90669322e+15 -7.97060346e+13 7.18894912e+14\n", + " 4.87003423e+14 1.99907703e+15 1.93475267e+15 1.28089072e+15\n", + " 1.77157860e+15 3.51727769e+14 1.04772730e+15 -1.75705371e+15\n", + " -3.74015761e+14 -3.02571127e+14 4.41173545e+15 9.57602099e+14\n", + " -1.36068167e+15 6.44419471e+14 -8.75994063e+14 -4.07001974e+14\n", + " 2.05001081e+15 3.18532279e+14 2.41883360e+15 3.44598755e+14\n", + " 1.83637702e+13 4.16892159e+14 -6.72039031e+14 -1.02763118e+15\n", + " -2.23185595e+15 1.57637881e+15 -4.96274126e+14 -4.02987857e+14\n", + " -3.99319175e+13 -2.33841441e+14 1.01014340e+14 -6.30023126e+14\n", + " -9.67075569e+14 -1.81478679e+15 -5.64999858e+14 -1.70581301e+14\n", + " 1.25391018e+15 -3.11708604e+14 1.03296601e+15 3.02289323e+15\n", + " -5.70588532e+14 -6.51599493e+14 -1.41748505e+15 4.33130790e+14\n", + " -2.37155754e+15 -6.96141457e+14 1.50695885e+14 1.12601699e+15\n", + " 2.76838125e+14 -2.69529812e+14 1.42498805e+15 4.07203349e+14\n", + " -2.19449665e+14 -1.09715762e+15 -6.42083863e+14]\n", + "Found 7786 total galaxies in catalog for cluster 30553\n", + "[-2.00038808e+15 -1.61432167e+15 -4.27233604e+14 ... 1.23490548e+15\n", + " 5.23307589e+14 -4.09167959e+14]\n", + "Found 1777 total galaxies in catalog for cluster 11651\n", + "[-5.07091138e+14 1.54531258e+15 -4.27403478e+14 ... -4.22919088e+14\n", + " 7.86431363e+14 -3.65456810e+14]\n", + "Found 2526 total galaxies in catalog for cluster 27728\n", + "[ 1.20300936e+15 7.58824966e+14 1.55598455e+15 ... -6.60988443e+14\n", + " -5.18842165e+14 -5.14115941e+14]\n", + "Found 2665 total galaxies in catalog for cluster 30757\n", + "[1.19098068e+15 3.09320332e+14 1.82900278e+15 ... 1.29979633e+12\n", + " 5.18837261e+13 3.16407664e+14]\n", + "Found 5370 total galaxies in catalog for cluster 32634\n", + "[-4.63561677e+14 4.65507674e+14 8.81484145e+14 ... 8.22746549e+14\n", + " -1.12974491e+15 -3.84659016e+14]\n", + "Found 3080 total galaxies in catalog for cluster 33429\n", + "[ 1.29281734e+15 2.68602323e+14 -1.41552024e+15 ... -1.38007526e+15\n", + " 5.42277393e+14 -1.38988568e+14]\n", + "Found 1942 total galaxies in catalog for cluster 15656\n", + "[ 9.75905244e+13 -6.57837207e+14 -8.08925941e+14 ... -7.91254452e+14\n", + " 1.25502312e+15 -5.55726150e+14]\n", + "Found 662 total galaxies in catalog for cluster 29784\n", + "[-8.50512752e+14 -2.29020804e+14 7.76015830e+14 -2.67040069e+15\n", + " 2.45687303e+15 8.47445496e+13 2.61491092e+15 3.91169063e+15\n", + " 1.81528636e+15 -1.97947119e+15 -1.80897464e+15 -1.58805551e+15\n", + " 3.85653393e+15 2.70017475e+13 -8.27354675e+14 1.28854653e+15\n", + " 2.03091673e+15 -2.76585739e+15 3.26146805e+15 1.43247339e+15\n", + " 1.70539434e+14 7.30394772e+14 -4.41764765e+14 -4.62855543e+14\n", + " -1.99540155e+15 2.22333372e+15 5.09725295e+15 1.57862329e+15\n", + " 3.04618225e+15 1.34272299e+15 -1.02564876e+15 -3.14863272e+15\n", + " -2.66096785e+15 4.70144237e+15 -2.95120540e+14 4.93281595e+14\n", + " 3.08458581e+15 -1.94493839e+14 -5.23917599e+15 -2.33240984e+15\n", + " -9.38191192e+14 2.18242921e+15 -2.92176544e+15 3.11048883e+15\n", + " 1.46179708e+15 1.83340712e+15 -6.47379065e+14 -1.38110940e+15\n", + " 2.36694878e+15 6.17819322e+15 -2.99431202e+15 8.06277827e+14\n", + " 8.33472836e+14 3.24603028e+15 2.13955225e+15 -2.68329968e+15\n", + " 9.62494485e+14 3.06418479e+15 3.92719947e+15 -1.03528574e+15\n", + " -3.54521325e+15 -2.80686620e+14 -2.80854024e+15 -2.05790812e+15\n", + " -1.62211695e+14 8.34678300e+14 -1.16005307e+15 -1.40479937e+15\n", + " -5.31280369e+15 -1.42038241e+15 -2.06778150e+15 -2.93450259e+15\n", + " -5.53983686e+15 5.47874501e+13 -1.31373691e+15 2.79181148e+14\n", + " 1.44886641e+15 1.36453637e+15 -7.45200336e+14 2.32533612e+15\n", + " -2.49475076e+14 -3.03545813e+15 -7.05411802e+15 -1.93727075e+15\n", + " -6.22802135e+14 -1.25652087e+15 -3.73663098e+15 -2.03656640e+15\n", + " -1.39114237e+14 6.02747706e+14 -2.70618035e+15 -4.59602722e+14\n", + " 3.28431595e+14 8.45596663e+13 -1.32704836e+15 -3.31782837e+15\n", + " 1.42827214e+15 1.90039911e+15 -3.70510620e+15 -1.03379261e+15\n", + " 1.87033066e+15 -7.49047339e+14 -1.80890103e+15 6.17624072e+14\n", + " 9.53750641e+13 6.31106825e+13 1.58763973e+15 3.19900651e+14\n", + " 1.84081474e+15 -7.06110567e+14 -5.03974574e+13 2.03821509e+15\n", + " 2.14779600e+15 -7.29078490e+15 2.62141557e+15 8.47661435e+14\n", + " -1.81391594e+15 -1.75216191e+14 -2.67518135e+15 -2.75425760e+14\n", + " 9.40503677e+14 -3.02473138e+15 -1.59631865e+15 -4.81683088e+14\n", + " 1.97922159e+15 4.20669232e+14 -5.56450440e+15 3.43953139e+14\n", + " -4.39486741e+14 4.22421995e+15 1.05220831e+15 1.41620536e+15\n", + " -1.77934428e+15 2.39846913e+15 2.31442772e+15 1.06626949e+15\n", + " 1.82730903e+15 -9.00695304e+14 1.28212293e+15 4.95121087e+14\n", + " -2.66897949e+14 -1.04127948e+15 2.62281255e+15 -8.61687561e+14\n", + " -2.86495872e+15 -2.31759147e+15 -9.86208242e+14 -3.95631734e+15\n", + " 1.28686620e+15 1.66402360e+15 1.29740599e+15 -4.36433336e+14\n", + " -1.60701944e+15 9.05240002e+14 5.19649843e+15 4.20916967e+15\n", + " -3.99197045e+15 6.17338923e+15 9.08392926e+14 1.32279092e+15\n", + " 1.72751730e+15 -2.46845481e+15 6.06051637e+14 6.88070750e+14\n", + " -1.18138141e+15 1.76259097e+14 -1.46050598e+15 2.44911050e+15\n", + " -7.74371989e+14 5.26459621e+14 1.27925171e+15 -1.29894408e+14\n", + " 3.15570841e+15 1.71858806e+15 3.13125129e+15 4.82612208e+13\n", + " 4.77852208e+15 3.79951528e+15 -1.70768772e+15 1.81669920e+15\n", + " 2.53547580e+15 -9.45336982e+13 1.38752565e+15 1.66822297e+14\n", + " 4.02556130e+14 -1.20013575e+15 2.49249256e+15 1.72903224e+15\n", + " -1.90559218e+14 -6.98829883e+14 2.93279644e+15 -1.27189098e+15\n", + " 1.18575191e+14 -7.47312386e+14 -7.22970318e+14 -4.87468622e+14\n", + " -2.60005271e+14 7.00965838e+14 6.45734322e+14 9.89822235e+14\n", + " 1.40595260e+15 -1.38009719e+15 4.20071518e+14 1.12355417e+15\n", + " -1.39907566e+14 -2.02440182e+15 -2.18293216e+15 1.70111130e+15\n", + " -2.98598925e+15 2.09496401e+15 -5.73894506e+14 -1.27944389e+15\n", + " -2.48875856e+15 -6.30436414e+14 -1.31438513e+15 -1.53064297e+15\n", + " -7.69574146e+14 7.61146169e+14 2.09948906e+14 -5.55957401e+15\n", + " -1.67119692e+15 2.69557128e+15 9.68268173e+14 1.84928838e+15\n", + " 9.29494622e+14 -4.32714295e+15 -1.45777059e+15 1.62930061e+15\n", + " -1.24487150e+15 -1.02970750e+15 -1.16358676e+15 -1.90796800e+15\n", + " 1.02473533e+15 2.36717445e+15 5.97641179e+14 -1.41080037e+15\n", + " 1.83656417e+15 2.11792596e+12 1.97004654e+15 1.81058421e+15\n", + " 4.88923503e+14 -1.25454453e+15 6.90373100e+14 1.19762345e+15\n", + " 9.77882219e+14 7.88826958e+14 7.07819476e+14 1.04617733e+15\n", + " -1.98358504e+15 -2.46698422e+15 1.85196222e+15 2.78599413e+15\n", + " -1.06751790e+15 8.93728197e+14 8.23931108e+14 7.83680059e+14\n", + " -1.60629860e+15 3.73465464e+15 2.94408802e+14 -2.54737692e+14\n", + " -2.37839339e+13 -2.29594248e+14 5.04111956e+14 5.28755853e+14\n", + " -2.38183128e+14 -6.29349915e+14 1.02437572e+15 -1.21155793e+15\n", + " 1.12721376e+15 8.12964284e+14 -3.52657034e+14 1.38292929e+15\n", + " -6.84705224e+14 2.30255424e+15 6.45768489e+14 -1.56766198e+15\n", + " 1.77575822e+15 -1.13524614e+15 2.20797990e+15 -7.10061241e+15\n", + " -1.89144189e+14 5.65846764e+14 -1.42391157e+15 -1.91783697e+15\n", + " -8.73653143e+14 -2.18305842e+15 2.93255789e+14 -1.21240270e+15\n", + " 3.53721501e+15 -2.80792461e+15 -8.48046757e+14 -2.12046888e+14\n", + " 1.18914314e+15 1.85980148e+15 3.34864358e+14 -6.94985927e+14\n", + " 2.14587378e+15 3.03612197e+13 5.52300569e+14 1.67922218e+15\n", + " -1.91078661e+14 2.33927357e+14 -2.58040508e+14 -1.20515782e+15\n", + " -8.53153693e+14 -3.64737552e+14 -1.37128076e+15 1.13272716e+15\n", + " -9.01464043e+14 2.09662682e+15 3.62352531e+15 9.91556675e+14\n", + " -2.59129614e+15 -4.97937840e+14 1.59426632e+14 3.15769478e+15\n", + " -6.38383406e+14 -7.70087339e+14 -6.18007335e+14 2.59466617e+14\n", + " -2.12238605e+15 -2.28321419e+14 -4.19911807e+15 -1.84735352e+15\n", + " 1.13104956e+15 -3.94717690e+14 -9.67687072e+14 -2.35843950e+15\n", + " 1.22083294e+15 -7.59398312e+14 -2.93637688e+14 -4.42563304e+14\n", + " 1.03938629e+15 8.88822058e+14 -6.83513889e+14 1.37786560e+15\n", + " -1.91648254e+15 8.76167296e+14 8.37963613e+14 1.17074876e+14\n", + " -1.04663561e+15 -5.59783703e+15 -1.11815631e+15 8.63844479e+14\n", + " -1.80009715e+15 -1.44428631e+14 -1.04089868e+15 -7.29433304e+14\n", + " -2.27319071e+14 9.92078350e+14 -6.36264446e+14 1.58602614e+14\n", + " -1.61909078e+15 -5.55958994e+15 6.99482173e+14 -6.44992461e+14\n", + " -3.95810094e+15 -1.46544651e+15 -1.09937652e+15 -4.42773975e+13\n", + " 5.66875090e+14 1.17549582e+15 7.95977918e+14 -3.22872539e+15\n", + " 3.81807744e+14 -1.74314660e+15 2.65108653e+15 3.83046840e+14\n", + " -8.98318916e+13 6.29920545e+14 3.93845755e+14 1.40628652e+15\n", + " 6.13071630e+15 2.77326700e+15 2.77825629e+15 1.95443936e+14\n", + " 1.38550127e+15 1.47308534e+15 1.52060174e+15 -3.10960587e+14\n", + " 9.74342528e+14 1.86325147e+15 -5.33388855e+14 -3.33133863e+14\n", + " 4.63926668e+14 7.45359338e+13 5.33093988e+14 -8.34570528e+14\n", + " -8.30241839e+14 2.55894571e+14 -1.79918638e+15 -1.03172387e+15\n", + " -1.54065964e+14 -1.54103875e+15 -2.77202641e+14 -1.22680645e+15\n", + " -2.03862260e+15 -3.99606205e+14 4.56632057e+14 8.67114638e+14\n", + " 5.29299845e+14 -4.84472117e+14 6.02239328e+14 2.07627615e+14\n", + " 6.01729354e+14 -1.04808304e+15 -2.98478447e+14 1.75062947e+15\n", + " 4.39124900e+15 8.10956526e+14 8.53300977e+14 -1.29265754e+14\n", + " -1.22490755e+15 -1.02621233e+14 -5.81440889e+14 2.73186228e+15\n", + " -4.12438217e+15 -1.90786070e+15 9.63368022e+14 4.20810367e+14\n", + " -1.15339567e+15 6.92341881e+14 7.51499119e+14 5.92175980e+13\n", + " 6.73335715e+14 -1.47205960e+15 2.36487650e+15 -3.71116632e+14\n", + " -5.33431138e+14 -3.16200031e+14 -1.86490785e+15 2.43050630e+15\n", + " -1.16080021e+15 2.78372867e+15 7.29518562e+14 -1.37568295e+15\n", + " -1.21212391e+15 -4.00061489e+14 -1.39312128e+15 1.06744422e+15\n", + " -1.30612994e+15 7.94662662e+14 -6.06103072e+14 7.63855888e+14\n", + " 1.09707378e+14 -3.85653481e+15 -5.41164371e+14 -2.68187380e+15\n", + " -4.00978216e+14 -1.96385596e+13 5.56374382e+14 -1.53809491e+15\n", + " 1.04211460e+14 -2.04151167e+15 2.57386022e+14 -4.92943811e+14\n", + " 6.80959377e+14 -5.60393034e+14 1.44691536e+15 7.14342988e+14\n", + " 5.12228725e+14 -3.21577546e+15 1.94467141e+14 5.29259545e+14\n", + " -1.62421865e+15 -1.61446613e+15 -5.19337895e+14 -6.92101995e+14\n", + " -9.84680931e+14 -4.85935752e+13 3.11425956e+13 1.02607471e+15\n", + " 1.67188091e+15 9.01354137e+14 1.69329095e+13 -6.47897505e+13\n", + " -1.43702681e+15 9.01023114e+14 3.97017539e+15 9.65344442e+14\n", + " -3.35467796e+15 -2.85488114e+15 1.57655823e+15 9.08599692e+14\n", + " 1.83236577e+15 -4.36064257e+14 -5.37605659e+14 2.05768369e+15\n", + " -2.01295931e+15 1.59442412e+15 3.55552996e+14 1.17297245e+15\n", + " -9.72223881e+14 -5.20472176e+14 -2.50762935e+15 -1.27277189e+14\n", + " 1.79005542e+15 -3.16343635e+15 -2.65515123e+14 -1.58361388e+15\n", + " 4.30726871e+14 3.41098074e+14 -1.67766076e+15 -6.13072805e+14\n", + " 1.98267002e+15 3.66925999e+14 6.77622264e+13 -3.00884885e+14\n", + " 1.12303546e+15 4.85681339e+14 2.81480293e+15 2.46732872e+14\n", + " -2.09702872e+15 -9.69882272e+14 9.15260215e+13 -2.98125070e+14\n", + " -3.14478989e+15 -1.24617709e+15 -1.19435882e+13 2.74350724e+15\n", + " -1.65782467e+15 -1.45236408e+15 -1.34361822e+15 -1.64101503e+15\n", + " 1.68524112e+15 7.54077330e+14 -1.00798608e+15 1.08669821e+14\n", + " 5.96010883e+14 1.05463896e+15 1.09989053e+15 -2.39900471e+15\n", + " 1.51047325e+15 -2.65678392e+15 2.94962411e+14 4.53575336e+14\n", + " 1.31542558e+15 -1.75564169e+15 1.53450018e+15 3.81587631e+14\n", + " -1.76721912e+15 3.41692723e+14 2.27316348e+15 2.44071830e+15\n", + " 7.99112183e+14 -9.05356302e+14 8.79366830e+14 1.17790091e+15\n", + " -2.62490865e+14 -2.23916098e+15 7.20077376e+14 -2.32285041e+15\n", + " -7.51256970e+14 9.15628250e+14 -5.61717969e+14 -3.47150614e+14\n", + " 1.17770015e+15 1.21339059e+14 -1.83825490e+15 -3.98446634e+14\n", + " -3.94066142e+14 4.55836339e+14 -5.32424911e+14 -3.47765670e+15\n", + " -3.35025625e+13 2.54067028e+15 1.05467149e+15 -2.55367194e+15\n", + " -7.57102818e+14 3.80395531e+14 2.78215767e+13 -8.58930356e+14\n", + " -2.48192760e+14 5.11486438e+14 -9.30191835e+14 1.64740723e+14\n", + " -2.19347557e+14 1.50023922e+15 8.74951846e+14 -1.05696865e+15\n", + " 1.73007094e+15 -2.08612301e+14 2.25761681e+15 -4.06771744e+14\n", + " 6.57212084e+14 -9.23208835e+14 -1.06091338e+15 1.14228905e+15\n", + " -1.59986462e+15 4.08258823e+14 3.29265574e+15 8.66688911e+14\n", + " -2.19653043e+15 -7.13892817e+14 -1.56864462e+15 7.12242861e+14\n", + " 4.26527259e+14 1.17931383e+15 -6.53140991e+13 -1.82239744e+14\n", + " 1.53275667e+14 -2.49549124e+13 -4.63217341e+14 1.63463547e+15\n", + " -2.87296277e+14 5.42365718e+14 2.83014491e+14 -7.99552553e+14\n", + " 9.07901033e+14 -1.58912427e+15 3.32480089e+14 1.64538614e+15\n", + " 1.71498541e+15 6.74061940e+14 -9.39035935e+14 -1.87748192e+14\n", + " -2.63895140e+14 8.71708544e+14 1.77881758e+14 1.19920376e+15\n", + " -4.27257319e+14 -8.18762137e+14 1.31489324e+14 2.36242051e+14\n", + " -1.90983882e+13 -7.49211556e+14 2.70481878e+15 -1.42821721e+14\n", + " -6.30138602e+14 -1.13860613e+15 1.98427517e+15 1.27806746e+15\n", + " 6.09035169e+14 -9.28328079e+14 -7.62158056e+13 -7.37199587e+12\n", + " 7.92389463e+14 -4.98954075e+14 8.56232497e+14 4.03736149e+14\n", + " 4.70541739e+14 -5.46980410e+14 -1.06258224e+15 1.11084119e+15\n", + " 1.76051289e+14 8.15891264e+13 2.05121412e+14 -1.99232117e+15\n", + " -1.47954708e+15 -1.18599281e+15 4.52577591e+14 2.75535583e+14\n", + " -2.22478581e+14 -5.43565293e+14 4.47891853e+14 1.00218191e+15\n", + " 1.16159555e+15 -1.13911713e+14 6.35281077e+14 3.60183290e+14\n", + " 7.91043363e+14 -8.82339697e+14]\n", + "Found 1912 total galaxies in catalog for cluster 22630\n", + "[-5.91176269e+14 -1.11716751e+15 3.12038296e+15 ... -1.87750310e+15\n", + " -3.08836601e+14 -1.30095451e+14]\n", + "Found 942 total galaxies in catalog for cluster 17777\n", + "[-1.98072402e+15 -7.36460273e+13 8.82990760e+14 -2.22119563e+15\n", + " -3.30053367e+15 -1.55939047e+15 6.50048087e+14 -4.36850875e+15\n", + " 3.89918132e+15 -7.84338304e+14 -7.06539384e+14 5.02631975e+14\n", + " 1.46766485e+15 1.07445510e+15 -1.42627855e+15 -5.78211816e+15\n", + " -1.88993248e+14 -1.48187733e+15 9.58664860e+14 5.95374840e+14\n", + " -2.57472364e+15 1.83478092e+15 1.22654058e+15 -2.31659825e+15\n", + " 2.98323583e+15 1.69219885e+15 9.29484423e+14 1.33037952e+15\n", + " 1.15680280e+15 -2.94807020e+14 -1.93582814e+15 5.10403187e+15\n", + " -2.73042393e+15 -2.44092987e+14 5.39226750e+14 3.99715740e+14\n", + " -2.74995834e+15 1.40129277e+15 -3.25628660e+14 -9.19731781e+14\n", + " 9.96370777e+14 -4.18263382e+13 1.19873516e+15 -8.90609309e+13\n", + " 1.33779971e+15 -5.84208536e+15 -2.39549095e+15 1.82190923e+15\n", + " 9.18113006e+14 1.69431747e+15 -1.36321448e+15 1.90171649e+14\n", + " 2.98210483e+15 -2.20420926e+15 1.11569580e+15 2.44276146e+15\n", + " 2.01581514e+15 4.17110047e+15 -1.49342066e+14 4.05252915e+15\n", + " -3.98176828e+15 2.41164168e+15 -1.75065315e+15 1.16596601e+15\n", + " 6.34532099e+13 -1.93701947e+15 3.99323819e+15 -2.38509612e+15\n", + " -4.57655274e+14 -1.64511841e+15 -1.24972846e+15 6.51299798e+14\n", + " 1.60904442e+15 4.38263174e+15 1.19863660e+15 -2.93715614e+15\n", + " -3.47300983e+14 2.49410066e+15 2.32424446e+15 -6.23438206e+14\n", + " 3.13448956e+14 1.12297986e+15 -2.54426670e+15 9.55469731e+14\n", + " 2.51980984e+15 -2.90723013e+15 -1.32117140e+15 2.73345029e+15\n", + " -2.95289637e+14 -1.63053664e+15 -3.59540737e+14 -1.11121821e+15\n", + " -3.27686953e+15 -1.77905690e+15 -1.45477675e+14 -1.17614369e+15\n", + " 2.25897726e+15 4.34247188e+14 -3.22671777e+14 -8.49433628e+14\n", + " -3.67859539e+15 -4.70709405e+15 -2.94280704e+14 -1.54994630e+15\n", + " -2.03151199e+13 1.32156731e+15 5.05577177e+13 4.21433539e+13\n", + " -9.26865430e+14 1.61359658e+15 6.89366207e+14 1.21006802e+15\n", + " -6.29126909e+14 -1.71702450e+12 -2.08551326e+15 3.62040680e+15\n", + " 1.98441310e+15 2.40495944e+15 1.71222257e+15 -6.74271605e+14\n", + " -2.91720485e+14 5.30368355e+14 1.55199110e+15 -9.95715671e+14\n", + " -6.86429275e+14 -3.97338504e+14 5.31113950e+14 4.06108102e+15\n", + " -2.70709706e+15 3.43774586e+15 -2.59566194e+15 -5.33288375e+14\n", + " -4.69241416e+14 -7.56760790e+14 -1.67462340e+14 7.45000597e+14\n", + " -1.44033965e+15 -5.45614422e+14 1.16212438e+15 2.31108101e+15\n", + " 2.32801228e+15 1.43011498e+15 7.14814814e+14 -1.78173628e+15\n", + " 8.99903556e+14 -7.34525013e+14 3.77375163e+14 -3.00424547e+15\n", + " -2.70546511e+15 -9.03896748e+14 4.01239361e+14 1.81809383e+15\n", + " 2.57803230e+15 3.83409851e+14 -1.03084019e+14 -5.57051107e+14\n", + " -4.22033505e+14 3.19715572e+15 -1.36845480e+15 1.03500730e+15\n", + " -9.79584913e+14 5.54917646e+15 -1.10688109e+14 4.78035252e+14\n", + " 1.44376730e+15 -3.14098074e+15 -1.15161736e+15 -8.21358450e+14\n", + " -1.12463282e+15 2.97286717e+15 -1.70903375e+15 -2.64024263e+15\n", + " 4.70479080e+14 1.32773830e+15 3.93449625e+15 -8.26174318e+14\n", + " 1.50458885e+15 7.40029410e+12 -1.14605239e+15 -3.14356896e+15\n", + " -1.93500856e+15 -2.98393415e+15 -5.92045094e+14 1.01624543e+15\n", + " -1.18447088e+15 2.77852307e+15 -3.96466496e+14 1.92763364e+15\n", + " 9.44844405e+14 -2.32543348e+14 -7.38707497e+13 2.03587232e+15\n", + " 4.30601368e+14 9.80884339e+14 -1.96661640e+14 1.44713233e+15\n", + " -4.39573581e+14 2.72642166e+15 1.21521040e+15 -4.74290512e+14\n", + " -1.01734720e+15 1.02047323e+15 -1.35631210e+15 3.67443175e+15\n", + " -9.07291877e+14 1.07148112e+15 -8.07306865e+13 2.28652193e+15\n", + " 1.79760168e+15 2.79876364e+13 -1.10551003e+15 -2.31877916e+15\n", + " -8.86119827e+14 2.18625367e+15 -1.54322498e+15 2.28321887e+15\n", 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-3.17763839e+14 2.25722342e+14\n", + " 2.17583340e+14 7.67170420e+14 9.27646987e+14 -8.78799307e+14\n", + " 4.91049406e+14 -8.66888121e+14 8.76579147e+14 -8.77219333e+14\n", + " 3.35156383e+14 -3.83104941e+15 1.32477418e+15 3.25735087e+12\n", + " -2.29185060e+15 7.59115552e+14 -7.07291334e+14 1.71894874e+15\n", + " -4.36290750e+15 -1.49748799e+15 2.63085520e+15 3.06510063e+15\n", + " -2.04382819e+13 2.74145777e+15 -7.64903228e+14 -1.16801477e+15\n", + " -3.82281239e+14 1.36188237e+15 -2.72864595e+14 1.45616407e+15\n", + " 9.42650551e+12 1.72017004e+14 -8.07385100e+14 1.76322011e+15\n", + " 1.97107210e+14 -2.11698295e+14 8.53509786e+14 7.04621570e+14\n", + " 1.01742069e+15 -7.93217332e+13 1.07010524e+15 1.76940188e+15\n", + " 8.28207424e+14 -2.66221499e+15 5.58671133e+14 1.90711319e+15\n", + " 7.56572082e+14 1.10290039e+15 8.56585557e+14 9.55059169e+14\n", + " -6.29624305e+14 -2.06779943e+15 1.45736601e+15 -1.37140607e+14\n", + " 5.22525039e+14 -6.60271081e+14 2.98635521e+14 -1.47084038e+14\n", + " -1.59822830e+15 -4.24414831e+14 3.11489395e+14 -4.12845694e+14\n", + " 8.76009801e+14 6.97435756e+14 1.19596148e+14 -7.99409649e+13\n", + " 8.72492779e+14 -3.99812907e+14 -6.49633746e+14 -1.75572778e+15\n", + " -7.11182503e+12 9.13436574e+14 2.69028740e+15 2.96626295e+14\n", + " -1.94855224e+14 -4.43128385e+14 2.50029561e+15 1.90141156e+14\n", + " -1.88034391e+14 1.23527305e+15 1.62318159e+15 -7.70245389e+14\n", + " -3.36669715e+14 -1.55408581e+15 -9.20215752e+14 1.59996865e+14\n", + " -5.10247428e+14 8.48227990e+14 -1.67837567e+15 -9.51171628e+14\n", + " 2.47541443e+14 3.21293136e+13 -1.41948478e+14 1.38818422e+15\n", + " -1.68628918e+15 1.21140968e+15 -1.85540299e+14 -1.44556079e+14\n", + " -1.70144562e+15 9.09759488e+14 1.16973115e+15 -1.82255690e+14\n", + " -4.87382873e+14 9.62770092e+14 -2.85112525e+13 1.05568070e+15\n", + " 8.45300853e+14 1.81125914e+15 9.89216000e+14 7.65070075e+14\n", + " 2.50062738e+15 7.54628572e+12 -2.14028614e+15 -2.08155041e+15\n", + " -5.22858476e+14 4.52695424e+13 -7.99909566e+14 -1.06904586e+15\n", + " -1.67129762e+15 9.89897870e+14 -1.21223246e+15 5.80496712e+14\n", + " -1.36727093e+15 2.09829028e+14 -8.86560453e+14 3.87127920e+14\n", + " 1.65193464e+15 1.36958070e+15 -7.84483416e+14 2.06591699e+14\n", + " 1.94160457e+14 -1.88364065e+15 -1.06278785e+15 -1.15665774e+13\n", + " 2.73910099e+15 -6.81174815e+14 -6.93189962e+14 -4.44835747e+14\n", + " -5.36626621e+14 1.82130226e+15 2.51492793e+14 1.51437748e+15\n", + " 4.82043593e+14 9.14186679e+14 1.29600187e+15 6.86161090e+14\n", + " -2.32386518e+15 -1.98670292e+14 6.94126102e+14 4.87153704e+14\n", + " 1.31555113e+15 2.58059295e+15 -2.65311917e+14 3.11660374e+14\n", + " 4.46012936e+14 -3.99922608e+14 4.20339158e+14 4.11977482e+12\n", + " 5.09009664e+14 5.91344749e+14 -5.80173775e+15 1.13407604e+15\n", + " 1.25019431e+15 -4.51020814e+14 -1.17520023e+14 -7.25919049e+14\n", + " 9.65869873e+14 -9.33708560e+13 -1.14283839e+15 -8.80869085e+14\n", + " -8.99712488e+14 -6.94447694e+14 -2.20681132e+14 1.70842215e+14\n", + " -7.21541116e+14 2.00471114e+14 1.81087276e+15 -2.20215138e+15\n", + " 1.59761959e+14 -1.39787219e+15 -5.98719239e+14 1.04708440e+15\n", + " 1.47712665e+15 -5.45060302e+14 -2.81804946e+15 -1.32872234e+15\n", + " -2.71963375e+14 -6.98163438e+13 -1.06802778e+15 -3.75341526e+14\n", + " -1.05608675e+15 -4.80222781e+14 -4.13210237e+14 -6.90626571e+14\n", + " -2.04345680e+15 2.31679373e+15 6.04810264e+14 6.30144947e+14\n", + " 2.40928147e+14 -4.89887661e+13 7.94579594e+14 4.99101679e+14\n", + " 2.62776694e+15 -1.82260975e+15 2.58843913e+14 -1.03806316e+15\n", + " 4.88557365e+14 -2.43119577e+15 3.17173235e+14 -7.99758217e+14\n", + " 1.24043629e+15 -6.62121079e+14 5.50338407e+14 7.67143432e+14\n", + " 3.39012454e+14 -2.54530757e+14 1.84140720e+15 7.76476251e+14\n", + " 1.01292496e+15 -1.78829059e+15 -5.11503543e+14 1.13936005e+14\n", + " 1.71491894e+15 -9.38589811e+14 -9.19234307e+14 1.04728969e+14\n", + " -1.09532771e+15 -2.31689598e+15 1.59729388e+15 1.60352778e+15\n", + " 1.36589047e+15 -6.88785087e+14 1.52160306e+15 4.91078728e+14\n", + " 2.30865592e+15 -2.82569294e+14 2.73518040e+14 1.66408908e+15\n", + " -1.54105154e+13 -1.89562510e+14 4.61945831e+14 -5.31069716e+14\n", + " 2.11864661e+14 -7.35464642e+14 2.26316063e+14 -9.26622096e+14\n", + " -1.16026906e+15 1.58815742e+15 -3.42756350e+15 9.58522038e+14\n", + " 1.61429109e+15 -5.69008922e+14 -8.74616356e+14 5.03714148e+14\n", + " -1.04992034e+13 1.42105099e+15 -1.65371427e+14 4.39449950e+14\n", + " -1.53405042e+14 -1.08907274e+15 8.19674149e+14 -7.03396692e+14\n", + " 6.09389372e+14 -5.26642104e+14 6.22354240e+14 1.60677263e+15\n", + " -2.51941315e+15 7.59919050e+14 -6.75092307e+14 1.30003475e+15\n", + " -5.07715154e+14 1.76544986e+15 -2.32747888e+15 -4.40375822e+13\n", + " 4.26428039e+14 -5.94087387e+13 -1.84554305e+15 3.43491599e+14\n", + " 1.13000424e+15 8.24295514e+14 1.49031849e+15 1.84194720e+15\n", + " 1.12483176e+15 1.41699558e+15 7.26808819e+14 2.50399391e+15\n", + " 6.99054237e+14 2.00031932e+14 1.66539239e+15 4.45104745e+14\n", + " 9.19860455e+14 -1.35612852e+15 7.61061310e+14 1.18923123e+15\n", + " 1.00714240e+15 -1.68024028e+15 -1.31355005e+14 -3.46335838e+14\n", + " 8.13200706e+14 1.30625215e+15 -2.56655251e+15 -7.04709610e+14\n", + " 2.83142602e+14 3.83588640e+12 1.81304284e+15 -6.66930725e+14\n", + " 9.34135120e+13 8.83297948e+14 2.64133238e+14 -9.34901806e+14\n", + " -7.82962306e+14 8.08916778e+14 -1.96537629e+15 -6.43056303e+14\n", + " -1.04915424e+15 7.52068689e+13 -3.58603637e+14 -1.68975209e+15\n", + " 9.96994035e+14 2.04667251e+14 -5.28735640e+14 6.41760067e+14\n", + " -1.46534885e+15 -1.17378566e+15 1.35137093e+15 -9.13204068e+14\n", + " -2.68757048e+13 -4.34805032e+14 4.54047552e+14 5.99925073e+14\n", + " 1.99907373e+14 -1.52169841e+15 1.00018201e+15 9.10996337e+14\n", + " 1.31172947e+15 3.67905469e+15 -1.57892117e+15 3.91809183e+14\n", + " 3.97757098e+14 -9.55936484e+14 -4.84002630e+14 -1.24465410e+15\n", + " 5.35066619e+14 1.72923785e+15 -8.89981536e+14 3.68557726e+14\n", + " -9.81703667e+13 -1.05819919e+15 4.94665278e+14 -4.71623833e+14\n", + " 1.55308885e+14 1.16148593e+15 -1.53520816e+15 -4.76271536e+14\n", + " 9.46864337e+13 1.08314051e+15 -6.08425361e+14 -5.92703427e+14\n", + " 1.48237288e+13 -4.91184908e+14 -9.04264635e+14 7.31952868e+13\n", + " -7.17798529e+14 1.11983391e+15 7.63826416e+14 2.99041674e+14\n", + " 1.09266281e+15 1.27316872e+15 4.33834837e+14 -9.10839498e+14\n", + " -5.76676623e+14 -5.94671979e+13 -1.73327017e+14 -5.58768080e+14\n", + " 1.03655890e+15 3.73904788e+14 1.64486357e+14 5.23721437e+14\n", + " 7.65951194e+14 4.90391216e+14 3.41709447e+14 -8.29877974e+14\n", + " -3.67005239e+14 -3.29413005e+14]\n", + "Found 2126 total galaxies in catalog for cluster 33569\n", + "[-2.84261504e+15 1.60573858e+14 3.95545615e+15 ... -2.42692387e+14\n", + " -7.64237988e+14 -1.55854189e+13]\n", + "Found 1969 total galaxies in catalog for cluster 39996\n", + "[-1.96607851e+14 -4.49030264e+14 1.45237847e+15 ... 2.26368561e+14\n", + " -5.21978404e+14 -7.30040820e+14]\n", + "Found 3464 total galaxies in catalog for cluster 37007\n", + "[ 2.71421785e+15 -1.43301458e+15 1.15003338e+15 ... -5.79480946e+14\n", + " 3.40710498e+14 4.74355030e+14]\n", + "Found 4503 total galaxies in catalog for cluster 25937\n", + "[ 9.25147277e+14 -2.69775671e+15 -1.34482615e+15 ... 7.80236091e+14\n", + " 6.74363482e+13 -2.99705283e+14]\n", + "Found 1258 total galaxies in catalog for cluster 24386\n", + "[ 1.95778387e+15 1.61987255e+15 5.60387397e+14 ... 3.54061937e+14\n", + " -1.59645279e+14 -1.04719978e+14]\n", + "Found 4662 total galaxies in catalog for cluster 44685\n", + "[ 1.28177060e+15 -3.59470002e+14 2.58305350e+15 ... -6.69270800e+14\n", + " 3.98270037e+14 4.57600305e+14]\n", + "Found 2258 total galaxies in catalog for cluster 48725\n", + "[ 7.23120955e+14 1.64556902e+15 2.61582601e+15 ... 1.36560454e+15\n", + " 1.08082426e+15 -6.42765631e+14]\n", + "Found 1761 total galaxies in catalog for cluster 27260\n", + "[ 6.21959487e+14 -1.30428875e+15 1.61828069e+15 ... -8.52518552e+14\n", + " -1.10207881e+15 -4.45055628e+14]\n", + "Found 1011 total galaxies in catalog for cluster 35316\n", + "[ 3.01106793e+14 4.25032009e+15 -1.27573569e+15 ... 2.84972609e+15\n", + " -7.78603282e+14 3.44976559e+14]\n", + "Found 872 total galaxies in catalog for cluster 59428\n", + "[ 1.02594081e+15 -9.90036417e+14 -2.32862261e+15 -3.22695346e+15\n", + " 1.19827245e+15 -3.16520558e+14 1.43518292e+15 -1.69115617e+15\n", + " -5.61455311e+15 -4.44474700e+14 8.10253496e+14 4.70868435e+14\n", + " -7.95107655e+15 -3.38539757e+15 -2.50960756e+14 6.91010131e+14\n", + " -2.15743200e+15 1.69773835e+15 -3.78139857e+14 1.41326490e+15\n", + " -1.78096924e+15 3.20911883e+15 -3.22654863e+15 3.32620298e+15\n", + " 4.07664052e+15 -1.20065782e+14 -3.05387814e+15 1.51852667e+15\n", + " -1.87719772e+15 -2.62331868e+15 -3.11513808e+14 -3.95097642e+14\n", + " -6.63047355e+15 7.62684077e+15 -2.58217751e+15 -3.88609343e+15\n", + " 5.36307857e+14 2.26076302e+15 1.21742627e+15 1.29530969e+15\n", + " 1.93310164e+15 2.35866327e+15 -2.57205490e+15 4.64205298e+14\n", + " -3.49805417e+14 9.76820625e+14 -3.38751944e+15 5.21536038e+14\n", + " -2.58549377e+15 -4.02563069e+15 -1.91991835e+15 -1.02182866e+15\n", + " -2.99521896e+15 -3.68780852e+14 6.00385620e+14 5.38749303e+15\n", + " -3.14683846e+15 -2.01946477e+15 1.03909940e+15 -5.80255368e+15\n", + " 5.46307155e+15 -2.07428061e+15 -2.48586686e+15 2.14231080e+14\n", + " 5.69889948e+14 2.61201309e+15 5.54339803e+14 5.24095313e+15\n", + " 5.83071100e+15 2.72662116e+15 2.71916843e+15 3.61730068e+15\n", + " -1.45097297e+15 8.79487762e+14 -3.49853858e+14 -5.70572721e+14\n", + " 1.45513114e+15 -4.12640553e+13 -2.87998183e+15 3.47426350e+14\n", + " -1.82278636e+15 -9.68281647e+13 -1.07037189e+15 1.22118059e+15\n", + " 1.23828522e+15 -3.91885146e+15 -1.21424569e+14 -3.14673034e+14\n", + " -2.10617145e+15 -3.00579848e+15 -6.64354954e+14 -4.17893112e+14\n", + " 1.04789652e+15 -3.46522413e+15 -2.01177478e+15 -1.46316937e+15\n", + " -6.16825711e+14 2.63034190e+15 2.36645862e+14 1.28422638e+15\n", + " -2.02455417e+14 1.15797202e+15 3.28766880e+15 -2.25879421e+15\n", + " -3.47940286e+14 1.11813951e+15 4.88355436e+14 1.77837559e+15\n", + " -2.55567953e+15 2.84872245e+15 3.64085568e+14 5.45090722e+14\n", + " -1.95354593e+13 7.86184869e+14 9.88693304e+14 -3.07101017e+15\n", + " -1.41358994e+15 -4.26997480e+15 -8.46322983e+14 6.11218084e+14\n", + " 2.69171427e+15 -4.50070669e+13 -4.29317913e+14 -4.26326441e+14\n", + " -9.54896326e+13 -1.79500989e+15 -4.25737920e+14 -1.33527259e+15\n", + " 8.80462800e+14 -2.73243469e+14 5.88439568e+14 -1.16303864e+15\n", + " -1.20575987e+15 -3.45990801e+15 -1.93193682e+15 1.07962810e+15\n", + " -1.51075858e+15 1.35560613e+15 4.27280524e+15 -5.81721581e+14\n", + " 8.09648853e+14 3.46054243e+15 3.24425194e+14 -1.07660836e+15\n", + " 2.06783400e+14 2.92755041e+14 2.17401835e+15 2.71311943e+13\n", + " -2.70111866e+15 -2.23559113e+15 5.28498268e+14 -1.55599171e+15\n", + " 1.80528153e+14 1.38058935e+15 3.92914017e+15 1.05515911e+15\n", + " -2.17061498e+15 2.02697331e+15 -5.72193609e+14 -3.92090589e+15\n", + " 8.26436627e+14 7.93779004e+14 1.92601734e+15 2.37174074e+15\n", + " 1.97919452e+14 -5.78039699e+14 1.41820372e+15 -3.34497170e+14\n", + " -3.15143330e+15 5.41855616e+13 -6.26847974e+13 -4.15377329e+14\n", + " 1.09530781e+15 -3.12711223e+15 -1.01580772e+15 1.78985795e+15\n", + " 3.25574395e+14 -1.68690130e+15 -3.44034821e+15 1.33485523e+15\n", + " 2.23788758e+15 6.77197164e+15 -9.66681591e+14 -1.72506076e+15\n", + " -1.94546344e+15 -9.59503761e+14 5.17374475e+14 -3.69491778e+15\n", + " -1.76951722e+14 1.97017640e+15 -3.10671195e+15 1.67110026e+15\n", + " -5.50800055e+15 6.52196584e+14 -1.31185952e+15 3.23812547e+14\n", + " -2.11282841e+14 -4.44809543e+14 -6.46676606e+14 -4.15184998e+14\n", + " 6.56737416e+14 6.38576094e+14 1.64428486e+15 -6.69329032e+14\n", + " -2.28307618e+14 -9.23638324e+13 -2.70804714e+14 1.34923359e+14\n", + " -1.87177880e+14 3.08813176e+14 -5.38355666e+15 -5.36310884e+13\n", + " 2.46607743e+15 6.65620229e+14 -4.33046645e+14 -2.16552385e+15\n", + " -3.13490730e+15 -2.98750688e+14 -1.01109004e+15 -3.33051873e+15\n", + " 5.68808595e+14 1.23824969e+15 1.29277882e+15 9.23569548e+14\n", + " 3.01217399e+14 -8.74852939e+13 -1.92909935e+15 -2.85147787e+15\n", + " -2.83998311e+15 9.23969312e+13 -3.21239415e+14 1.61789537e+15\n", + " -1.22865724e+15 -1.73579485e+15 2.26041745e+14 1.02223015e+15\n", + " 3.77469438e+14 -1.84034673e+15 -1.69827278e+15 -3.08628015e+15\n", + " 2.41429903e+15 2.00684996e+14 1.38096431e+15 -1.53184150e+14\n", + " -4.65757810e+14 1.68938046e+15 -5.26468568e+14 -1.60983416e+15\n", + " 2.07070829e+15 7.38005524e+14 -2.00396696e+14 2.86821948e+14\n", + " 1.49577306e+15 -7.01757037e+14 1.25391857e+15 -8.63429902e+14\n", + " 1.75595052e+15 -9.22486254e+14 2.04584311e+15 2.13566770e+15\n", + " -4.81240361e+14 -6.68528693e+14 1.63319597e+15 -1.25103349e+15\n", + " -1.53365788e+15 -1.90251033e+15 -1.48526292e+15 -1.22281531e+15\n", + " -8.75680215e+14 -4.22006736e+14 2.37698310e+15 4.23263778e+15\n", + " -1.52698500e+15 -2.77683062e+14 7.69677833e+14 -8.15028048e+14\n", + " 1.35840064e+15 -1.25377623e+15 3.54494710e+14 -3.70092458e+13\n", + " -3.25053834e+15 1.31229141e+15 2.20870653e+15 -8.79161753e+14\n", + " -1.13468211e+15 -2.78254809e+15 -3.43558355e+14 1.05856047e+15\n", + " 1.72925818e+14 7.66499232e+14 -1.03900367e+15 1.89824228e+15\n", + " -1.33952504e+15 -6.93905753e+14 -3.85378707e+14 -1.19812494e+15\n", + " 2.15664203e+15 3.53605863e+14 -1.54138071e+15 1.42646488e+15\n", + " 1.93985710e+15 -3.54597295e+15 5.71257336e+14 -7.75958430e+14\n", + " 1.61805229e+15 8.96231286e+14 -4.29957591e+14 -1.28127375e+15\n", + " -1.01758115e+15 -5.08400797e+12 5.37729161e+13 1.24157749e+15\n", + " -1.68055764e+15 -1.70907520e+15 -1.26187086e+15 4.92493085e+15\n", + " -2.86105716e+14 -4.85354143e+14 -5.67792604e+14 8.99008161e+14\n", + " -3.78227008e+14 -7.63696195e+14 -1.03734144e+15 -4.15295312e+14\n", + " -2.96782062e+15 2.39974368e+15 -5.11992531e+14 1.18220428e+15\n", + " -4.37598511e+14 1.65542788e+15 2.26499021e+15 2.65941711e+14\n", + " -8.72193377e+14 -1.37882830e+14 -4.27312282e+13 3.67964275e+14\n", + " 1.09676274e+15 1.89124456e+15 -3.67216460e+14 -5.54887961e+14\n", + " 3.59354500e+14 -2.62695000e+14 -8.21084637e+14 -2.22625081e+14\n", + " -3.02109262e+15 -2.03741621e+15 -1.95633307e+15 2.97059544e+15\n", + " -6.59411301e+14 -1.11587746e+15 -1.43465521e+15 -9.36041178e+14\n", + " -9.14391271e+14 -1.73071196e+15 -1.72377693e+15 6.70420697e+14\n", + " -3.71738605e+14 -2.11769622e+15 4.02715616e+14 -6.04168329e+12\n", + " 1.53763170e+14 -3.47163980e+14 -3.19389766e+14 1.71590789e+15\n", + " -1.32411241e+15 -8.25060656e+14 -2.12710307e+14 1.42754968e+15\n", + " -1.40002099e+15 2.20560961e+15 2.61430464e+15 -3.19787190e+14\n", + " 2.71471254e+14 6.68560626e+14 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1.20270206e+15\n", + " 2.36984330e+15 -7.32802954e+14 1.47056239e+15 9.36210736e+14\n", + " -3.92018611e+14 -9.93717753e+14 6.26392880e+13 1.76104998e+15\n", + " 2.78388957e+15 -2.30871876e+14 -5.97647148e+14 4.23887219e+14\n", + " 3.04255070e+14 -3.24287241e+15 -2.00711865e+15 1.62194781e+14\n", + " -6.45885048e+14 -4.32035103e+13 9.55025752e+13 2.49843964e+15\n", + " 8.11611987e+14 5.41150669e+14 -8.45677629e+14 2.61403053e+15\n", + " 5.25611294e+14 7.16158896e+14 -5.06196120e+14 -3.30622053e+14\n", + " 2.35165148e+15 -5.04592946e+15 -1.48287115e+15 -9.92127168e+14\n", + " -4.04188358e+14 -2.90723390e+14 6.67898571e+14 -4.52586354e+15\n", + " -2.11286743e+15 -8.72499596e+14 -9.22581918e+14 8.92073200e+14\n", + " 4.55344731e+14 1.61299946e+15 1.93766061e+15 -1.68411047e+15\n", + " 1.54111444e+14 2.98042324e+15 2.31946924e+14 -4.30996588e+14\n", + " -6.66475233e+14 5.12780796e+14 -9.43306661e+14 -2.55001228e+15\n", + " -4.43469960e+14 5.76131119e+13 -6.28984136e+14 1.94471193e+14\n", + " -5.58552916e+14 -4.32723732e+15 1.67450366e+15 -4.68597971e+14\n", + " -1.35735709e+15 1.08040767e+15 6.17678685e+14 6.66165178e+14\n", + " -1.41196703e+15 5.24275806e+14 9.63056141e+14 4.23366849e+14\n", + " 8.31108235e+14 -1.16492450e+15 7.43656964e+14 -2.15825325e+15\n", + " -1.79596056e+14 2.85049048e+14 1.67386469e+15 1.44373478e+15\n", + " 8.66648765e+14 -2.13780292e+15 1.07821388e+15 3.24648459e+14\n", + " -9.66404408e+13 -1.39637275e+15 5.33357111e+14 6.14316904e+14\n", + " 1.05076688e+15 -6.88527427e+13 2.13791952e+15 4.66283028e+14\n", + " 1.23802919e+14 2.22825343e+14 2.95551722e+14 9.65441343e+13\n", + " 7.98662589e+13 1.38308503e+14 -3.93746846e+15 -6.32243598e+14\n", + " 7.23403249e+14 -4.83267483e+15 -5.46362456e+13 7.50265159e+14\n", + " -2.68418433e+15 -1.44692092e+15 -5.49160856e+14 3.89361738e+15\n", + " 1.94141895e+15 -1.79840864e+15 -9.20466606e+14 -9.15938548e+13\n", + " -8.21671859e+14 1.19283983e+15 1.59686383e+15 -2.73511340e+14\n", + " 2.26825393e+14 1.72302780e+15 4.33136495e+14 2.53048573e+15\n", + " 4.19936875e+14 7.58242048e+14 -2.15271227e+15 3.15610838e+14\n", + " 1.94366608e+15 -1.99756834e+15 4.88956886e+14 1.55723071e+15\n", + " 2.18061301e+14 -2.19906433e+14 1.02497483e+15 -6.70224864e+14\n", + " 1.57473109e+15 -3.42120835e+15 -1.91050176e+14 -1.11718919e+15\n", + " 6.38297920e+14 1.41820714e+15 -9.92807497e+14 -2.67431455e+14\n", + " 1.40130770e+14 -2.51079980e+14 2.60456835e+14 2.37952766e+15\n", + " 1.57550736e+14 1.51760486e+15 -1.88982705e+15 -1.69227456e+15\n", + " 9.73349134e+14 1.13056226e+15 1.54142960e+15 5.08681861e+13\n", + " 3.58773605e+14 -2.66416695e+14 -7.71172474e+14 8.53408540e+13\n", + " 1.99387556e+13 -1.38719665e+15 -1.78812363e+15 -9.19950600e+14\n", + " -1.97579399e+15 -1.28236279e+15 -2.34410507e+15 1.39541235e+14\n", + " 9.43678091e+14 -1.48735532e+15 2.80831657e+14 2.94795373e+14\n", + " 2.36101632e+15 5.90419468e+14 -1.08744728e+15 1.57402501e+15\n", + " -7.98444568e+14 -2.07854548e+15 1.85767205e+15 -1.29785296e+15\n", + " 6.72320302e+14 4.93025120e+14 -1.31957833e+14 6.83719587e+13\n", + " 6.55584933e+14 -1.31557346e+15 2.05096853e+15 -7.69449034e+14\n", + " -9.21719436e+13 2.34791169e+15 -6.84776987e+14 -7.16526200e+14\n", + " -4.61452401e+15 -4.11454882e+14 -1.71848490e+14 7.68726435e+12\n", + " 1.42645995e+15 3.28751976e+15 6.55386724e+13 1.05673020e+15\n", + " 2.19294707e+14 -3.87350079e+14 1.60379530e+15 -1.76629784e+15\n", + " -1.92652768e+15 2.43269253e+15 -1.27779223e+15 3.55393053e+14\n", + " 2.39760571e+14 1.75904130e+15 1.10781455e+15 5.45269696e+14\n", + " -1.42750361e+14 -1.62788983e+15 2.70735453e+15 2.08886549e+14\n", + " -8.93136353e+14 -9.49527018e+14 5.04846088e+14 3.20616870e+15\n", + " 5.42526843e+14 1.41519012e+15 1.07910821e+15 -2.75352949e+14\n", + " -3.50593381e+14 -1.38209058e+15 -1.44319732e+14 -6.89398405e+14\n", + " -1.72698249e+15 1.24627497e+15 -7.97230956e+14 1.56221463e+15\n", + " 1.51248814e+15 -1.14284883e+15 1.06317147e+14 2.20862236e+14\n", + " 6.44362305e+14 -7.57435427e+14 -7.50342783e+13 9.59955781e+14\n", + " -2.56795398e+14 3.65225561e+14 3.77465260e+14 -1.18338753e+14\n", + " 8.73549429e+13 7.54803439e+14 -6.49078693e+14 1.34210521e+15\n", + " -1.58135796e+15 -7.02016646e+14 1.77134322e+15 -6.01228625e+14\n", + " -1.17643627e+15 4.21597291e+14 9.70247201e+14 1.14878363e+14\n", + " -3.34231536e+14 -1.87498338e+15 -9.01404685e+14 -1.00599572e+15\n", + " 1.42261394e+15 -4.38336807e+14 1.05512035e+15 -5.76248591e+14\n", + " 9.46903246e+14 4.17393018e+14 1.91986157e+15 -8.68366516e+14\n", + " 1.67762227e+15 -3.73957583e+14 -1.43473168e+15 -1.41106748e+14\n", + " -1.14513074e+15 6.26599594e+14 -2.98120199e+14 -1.67624643e+15\n", + " 1.01845088e+15 -5.81842298e+14 -1.48993333e+15 -6.82721520e+14\n", + " 6.07029665e+14 -1.52842758e+15 1.41165124e+14 2.04529385e+15\n", + " -1.40538123e+14 1.03539913e+15 -3.74401715e+14 -5.42733185e+14\n", + " -3.27781390e+14 1.75723185e+15 1.74615749e+15 -2.29011725e+15\n", + " 8.58727960e+14 -2.23984309e+14 -2.69014972e+14 -1.28339793e+15\n", + " -1.06870693e+15 2.86196716e+15 -1.05382591e+15 -5.44931380e+14\n", + " 1.17955891e+14 -5.70951160e+14 -1.24516330e+14 2.83390148e+15\n", + " 3.61494055e+14 2.35476554e+15 2.39991551e+14 -1.61399729e+15\n", + " -1.60538825e+15 -1.70004183e+15 2.39946915e+14 8.09538269e+14\n", + " 1.03964457e+15 -3.29990992e+15 3.10003150e+14 2.99124149e+14\n", + " 5.05157979e+14 7.16051201e+14 -1.43232796e+15 1.77766590e+14\n", + " 4.49402995e+14 -1.31992087e+15 6.90258299e+14 -9.18236673e+14\n", + " 9.13141415e+14 -2.57850106e+15 9.34334950e+14 1.17864321e+15\n", + " -4.46895439e+14 -1.54447720e+15 8.89809718e+14 1.51471714e+15\n", + " 3.51475668e+15 -1.41107172e+15 -6.30527486e+14 8.95046520e+14\n", + " 9.42270772e+14 -7.21492037e+14 -4.77333736e+13 -7.91809665e+14\n", + " 9.88405164e+14 -1.05934768e+15 1.21472151e+15 -1.08687085e+15\n", + " -2.72646689e+14 -2.35862486e+14 -1.72868178e+15 7.07012269e+14\n", + " -2.42835051e+15 1.51686204e+15 6.25738194e+14 -1.00891405e+15\n", + " 3.68937341e+14 1.87332952e+15 -3.25486178e+14 -1.37314019e+15\n", + " 7.18986460e+14 -7.50068306e+14 1.49359553e+15 -8.49179573e+13\n", + " 4.34300510e+14 2.86319038e+14 1.65703627e+15 -7.65065608e+13\n", + " 3.54773484e+14 -2.84543254e+14 -3.37479719e+14 1.59183814e+15\n", + " 7.88309546e+14 6.31320819e+14 1.55939364e+15 3.22197998e+14\n", + " 3.55112970e+14 1.67944734e+15 -2.53639776e+15 2.18124280e+15\n", + " 1.08168602e+15 4.30768842e+13 -6.45790543e+14 9.92072985e+14\n", + " -1.02511384e+15 8.73128590e+14 3.33882128e+14 -7.67578208e+14\n", + " 5.47375748e+14 1.02364106e+15 2.63161365e+15 -5.61190657e+14\n", + " -2.28064341e+14 6.49124984e+14 -4.42284923e+14 3.91309087e+14\n", + " 6.98036494e+14 -9.69678248e+14 5.43592391e+14 9.10066701e+14\n", + " 7.11327738e+13 6.21908320e+14 2.38459877e+14 1.10187237e+15\n", + " 1.40740779e+13 -2.52787503e+14 -3.83874707e+14 1.67141447e+15\n", + " 4.26088302e+14 3.49667683e+14 4.24039068e+14 -7.95320732e+14\n", + " 1.11058858e+15 -5.36165761e+14 1.24731626e+14 -2.98583580e+14\n", + " -3.82168139e+13 6.97414217e+13 -1.60241225e+15 1.23389223e+15\n", + " -2.41402310e+14 1.02964636e+15 -2.91011089e+14 6.97969852e+14\n", + " 3.86516235e+14 -6.93766332e+14 -1.01558820e+15 -9.34917187e+13\n", + " 9.72039332e+14 4.72622020e+14 7.12196792e+14 -6.60686137e+14\n", + " 8.38401704e+13 -1.41898555e+15 -4.43609258e+14 6.87841148e+14\n", + " 2.20115921e+15 5.89358653e+14 -4.94061482e+14 -5.33583811e+15\n", + " -2.18946875e+15 3.28151599e+15 2.14098444e+15 5.50510595e+14\n", + " -3.19870866e+14 4.08631832e+14 8.53198822e+14 1.47266771e+15\n", + " -7.09367538e+14 8.11101174e+14 -7.15912390e+14 -7.70447465e+14]\n", + "Found 1944 total galaxies in catalog for cluster 25976\n", + "[ 1.46330369e+15 5.31906593e+14 -2.36226372e+15 ... 2.30798721e+14\n", + " 8.09153116e+14 -8.45750270e+14]\n", + "Found 2708 total galaxies in catalog for cluster 31596\n", + "[-1.75198766e+15 6.58028574e+14 -1.82279525e+15 ... 1.41756701e+15\n", + " -7.21696010e+14 -2.28817482e+14]\n", + "Found 5886 total galaxies in catalog for cluster 26346\n", + "[ 2.52101828e+14 1.00649324e+15 6.95556809e+14 ... -5.87070202e+14\n", + " 8.98217200e+13 -6.40236000e+14]\n", + "Found 2469 total galaxies in catalog for cluster 36608\n", + "[ 4.12733679e+14 1.82342631e+15 3.24769572e+15 ... -3.95295027e+14\n", + " -5.78446398e+14 -4.57069921e+14]\n", + "Found 3301 total galaxies in catalog for cluster 26938\n", + "[-1.23476143e+14 1.85387579e+15 1.53596313e+15 ... -8.03528296e+14\n", + " 5.09828712e+13 2.89223175e+14]\n", + "Found 1179 total galaxies in catalog for cluster 74483\n", + "[-4.18983372e+14 1.75639781e+15 -3.08770818e+15 ... -1.61973657e+15\n", + " 3.35109685e+14 1.89923858e+14]\n", + "Found 2586 total galaxies in catalog for cluster 62882\n", + "[ 2.15561461e+15 -2.49249593e+15 -2.56813815e+15 ... 1.40122868e+15\n", + " -7.01672491e+14 6.49148325e+13]\n", + "Found 366 total galaxies in catalog for cluster 25770\n", + "[-4.12401251e+15 -3.43488632e+14 5.39775185e+15 6.50407308e+14\n", + " 1.54851767e+15 1.08419896e+15 -1.81104642e+15 1.09150899e+15\n", + " -3.56440261e+15 -5.69175646e+14 -4.60884603e+15 6.05653945e+15\n", + " 2.02554834e+15 1.91959995e+15 -5.84696589e+15 -3.76241075e+15\n", + " 3.84857362e+14 -3.55095744e+15 9.85849554e+15 -1.15886313e+15\n", + " -1.63494271e+14 -1.12950879e+14 -1.16947577e+15 -2.90704002e+15\n", + " 5.31177081e+14 -1.01575298e+15 -2.98390646e+15 1.57692151e+15\n", + " -3.72678052e+15 -7.79493342e+15 2.65786924e+15 -8.41381928e+14\n", + " -1.09156586e+15 -9.12450510e+13 -5.90105945e+14 1.45753960e+15\n", + " 1.69068549e+15 -3.93897615e+14 2.11956689e+15 -3.12946133e+14\n", + " -4.81697169e+15 2.32077118e+15 1.98050395e+15 1.06672681e+15\n", + " 2.41711124e+14 -1.61193203e+15 1.62265321e+15 -5.71873441e+14\n", + " -5.06376397e+14 -2.51305388e+15 6.37477641e+15 1.85162710e+15\n", + " -1.25378740e+15 -1.38533676e+15 2.44238421e+15 1.64483652e+15\n", + " -1.24117900e+15 1.20348463e+15 8.11198538e+14 -3.78191519e+15\n", + " 6.44007028e+14 -4.80913717e+14 3.57376916e+15 3.98750727e+15\n", + " -5.83971359e+15 -1.24549794e+14 2.22047853e+15 1.66957919e+15\n", + " -1.13780738e+15 -1.46873231e+15 1.49081610e+15 2.29880354e+15\n", + " -1.51310235e+14 6.30642826e+14 2.23838284e+15 -4.36835848e+14\n", + " 2.62789273e+15 2.67618809e+15 -6.77023792e+14 -1.70352173e+15\n", + " 2.57759112e+15 -6.40233693e+14 2.01801437e+15 2.36809551e+15\n", + " -1.26109315e+15 1.82451385e+14 -1.02788113e+15 -3.21442631e+15\n", + " -1.33513624e+15 -2.92870317e+15 -3.20380035e+15 -1.06537668e+15\n", + " 2.39177865e+15 5.67988472e+15 -2.60148819e+14 3.10207006e+15\n", + " 8.39058038e+14 1.16676683e+15 -2.54273063e+12 1.03339177e+15\n", + " 8.83626470e+14 -1.13840426e+15 6.27069531e+14 -2.98040818e+15\n", + " 9.18811626e+14 -2.67494431e+15 -1.18491613e+15 -2.18025132e+15\n", + " 8.92374098e+13 8.21793883e+14 -4.85730810e+14 2.82541375e+15\n", + " 3.74019913e+15 6.88096572e+14 1.06809696e+15 -1.13321428e+15\n", + " 7.52128373e+14 -1.55883885e+15 -5.18384374e+13 3.74992979e+15\n", + " 5.28935939e+15 1.73645279e+15 8.55024507e+14 -8.99282671e+13\n", + " 1.05219805e+14 -1.41447312e+15 -2.06176207e+15 3.48423826e+14\n", + " 1.71962586e+15 7.91103221e+14 1.08138704e+15 3.30597284e+15\n", + " 1.39825662e+15 -2.82674144e+15 2.80107624e+15 -1.42354235e+14\n", + " -2.68571029e+15 2.06321072e+15 1.34598194e+15 -2.29221931e+14\n", + " -1.01436171e+15 1.28551565e+15 8.70266026e+14 -9.67802641e+14\n", + " -4.65287375e+15 -3.08902668e+14 1.67050061e+14 3.89537303e+15\n", + " -1.74041794e+14 4.14520566e+15 6.76477226e+14 2.26447671e+14\n", + " 2.20279420e+14 3.19627290e+14 4.75401756e+14 -4.31176937e+14\n", + " -4.86152741e+14 -5.25699135e+14 -1.78168513e+15 5.80042250e+14\n", + " -2.32093911e+15 6.97779371e+14 1.38338237e+15 6.02357370e+13\n", + " 1.22978104e+15 -1.39444899e+15 9.78510686e+14 -2.54840229e+15\n", + " 1.25535218e+15 -2.15335405e+15 -3.59073850e+15 1.24063368e+15\n", + " -1.00497067e+15 -3.52606388e+14 2.13214766e+15 -8.37104120e+14\n", + " 9.71628242e+14 3.76468827e+14 3.52083070e+14 -6.63194835e+14\n", + " 2.68011927e+15 -2.89341258e+15 2.28775454e+15 -4.07333786e+14\n", + " 3.51770172e+15 1.51477757e+15 1.07987845e+15 1.34384485e+15\n", + " -4.82559231e+14 2.65444107e+14 -7.47153396e+14 -5.18829682e+14\n", + " 9.96045803e+14 3.76430719e+14 -4.33931568e+14 1.68533645e+14\n", + " 1.49287409e+14 3.51672755e+14 1.07000289e+15 -8.72758446e+14\n", + " -1.39475110e+15 -2.39265628e+15 -3.27618859e+14 -2.65802872e+15\n", + " -2.90488686e+15 -8.31780434e+14 -2.24743069e+15 4.00708108e+14\n", + " 1.40166188e+15 4.82746983e+14 7.21026631e+14 -2.39287245e+14\n", + " -8.47854941e+14 2.87223370e+15 1.23148418e+15 2.45480311e+14\n", + " -1.36126533e+15 2.85563848e+15 9.17329230e+14 4.17824021e+14\n", + " 7.11275796e+14 3.71149385e+14 -7.37911664e+14 9.56762445e+14\n", + " 2.84300806e+15 -2.34559438e+15 -1.73461704e+15 -1.14942339e+15\n", + " 3.10465484e+14 -9.21764859e+14 4.83866530e+15 -2.58546086e+13\n", + " -8.17837439e+14 -2.55339706e+13 3.89231925e+14 -2.66515273e+15\n", + " -1.31668507e+14 5.69726653e+14 -4.27246031e+14 4.85190851e+14\n", + " -1.87850022e+15 -7.04762243e+14 1.06108064e+15 5.91703115e+14\n", + " 3.86326988e+14 1.02502819e+15 2.25965695e+15 6.24028281e+14\n", + " -9.33809057e+14 1.72453124e+15 8.06385615e+14 1.71877949e+15\n", + " 5.13012987e+14 1.76238435e+15 -3.95061312e+14 1.18402170e+15\n", + " 1.06002847e+14 1.70148994e+15 -8.83115348e+14 6.99047950e+14\n", + " 3.56436044e+15 -3.28085585e+14 -7.84272371e+14 -6.38521662e+14\n", + " -2.65178665e+15 1.57110224e+15 1.08449786e+15 1.48768859e+15\n", + " 2.11809459e+15 1.35032381e+15 1.47347649e+13 5.84450165e+14\n", + " -6.44754112e+13 -4.84322790e+14 1.00009986e+15 5.83417096e+14\n", + " -1.17129697e+15 -1.62423565e+14 -3.11812667e+14 1.38005607e+15\n", + " 2.59789659e+15 -1.09739397e+15 2.76748128e+15 -4.08959054e+14\n", + " 1.20713266e+15 -7.52821257e+14 9.87392417e+13 -2.71370083e+15\n", + " -5.66743114e+14 1.21113786e+15 1.97453207e+15 7.71064807e+14\n", + " 5.82444665e+14 9.41781755e+14 -2.19368531e+15 8.95781774e+14\n", + " -1.09905906e+15 2.04091416e+15 7.16301970e+14 -1.47091110e+15\n", + " -1.65293765e+15 -1.16605573e+15 4.22758439e+14 -1.80797343e+15\n", + " -1.05064181e+14 8.78033125e+14 2.49347367e+14 -1.71774262e+15\n", + " -1.00200553e+15 -3.73051153e+14 -1.52429211e+15 1.39976875e+15\n", + " -2.50932486e+15 -5.85839893e+14 -1.20130718e+15 1.98330058e+15\n", + " -1.05821581e+15 1.75592959e+15 -2.61546507e+14 9.31539547e+13\n", + " 4.70066400e+14 -1.16695031e+15 1.47997620e+15 4.05141263e+14\n", + " 1.14571810e+15 2.41567587e+15 -5.52187459e+14 -3.09220512e+14\n", + " -7.74168349e+14 7.71430835e+14 -4.16630159e+14 -1.06013189e+14\n", + " -1.46475061e+14 -1.08329005e+15 -6.32730071e+14 4.35448599e+14\n", + " 1.52213283e+13 2.84725036e+15 9.36176862e+14 7.69705259e+14\n", + " 7.26421234e+14 -1.18956152e+15 1.03773902e+15 -2.97838925e+14\n", + " -4.79266784e+14 9.91822235e+13 7.20606343e+14 5.23368405e+13\n", + " -3.81840693e+14 -7.41381030e+14 1.43838563e+14 7.96209711e+14\n", + " -9.40735946e+14 1.73002336e+15 -2.93790538e+15 -6.25232385e+14\n", + " -8.93267751e+14 3.33477445e+15 4.09154448e+14 -3.22485031e+13\n", + " 9.08668427e+14 1.15507700e+15 1.04100843e+15 -9.34282154e+14\n", + " 9.77432725e+14 -4.27354863e+13]\n", + "Found 280 total galaxies in catalog for cluster 59302\n", + "[-5.06316085e+14 2.39305853e+15 4.33443331e+15 -1.48019945e+15\n", + " -1.71198728e+15 2.38496279e+15 2.95698477e+15 -2.30261556e+15\n", + " -1.34971732e+15 -1.93107071e+14 -3.69728369e+15 -2.62765376e+15\n", + " 1.18016107e+15 -1.11293122e+15 -5.22820355e+14 -8.30466549e+14\n", + " -1.63338166e+14 -1.09738583e+15 4.49161147e+14 1.38174479e+15\n", + " -2.39438014e+15 -3.93717288e+15 -1.44383429e+14 3.05130609e+15\n", + " 1.65364775e+15 9.47799740e+13 1.49906118e+15 1.94315548e+15\n", + " 1.51147494e+15 -1.93775591e+15 3.79297824e+15 2.51347997e+15\n", + " 2.77769483e+15 -1.97061598e+15 -2.88132266e+15 1.83866093e+15\n", + " 4.80682362e+15 1.12275959e+15 3.36704398e+15 7.17607956e+14\n", + " 1.08630363e+15 2.17630631e+15 -5.45173035e+14 -3.91519538e+14\n", + " -9.69228629e+12 1.86221482e+15 1.85641995e+14 -1.09536529e+15\n", + " 5.37922214e+15 -3.63590705e+15 2.45186920e+15 -6.09956520e+14\n", + " 3.36225609e+15 -2.73091204e+14 -1.66569278e+15 -1.89041899e+14\n", + " 1.40530676e+15 -7.48097672e+14 3.07446537e+15 8.88902047e+14\n", + " 1.65246634e+15 -3.44712005e+15 -1.77608932e+15 -2.92466968e+15\n", + " -2.10801809e+14 8.41308147e+14 1.88103252e+15 1.89872571e+15\n", + " -3.27392969e+14 4.21323883e+15 -1.99881682e+15 -4.66796809e+13\n", + " 1.39015140e+14 -1.57388982e+15 1.60438058e+15 -1.82765420e+15\n", + " -1.08828708e+15 -1.61807686e+15 6.04952097e+15 -1.99494037e+15\n", + " -3.78723262e+15 -1.32538389e+14 -1.12005864e+15 2.82469511e+15\n", + " 6.36792362e+14 -3.63754713e+15 2.40039097e+15 3.08598219e+15\n", + " 1.35800270e+15 8.20347644e+14 3.37516241e+15 4.23574478e+15\n", + " -2.97313110e+14 3.75267730e+15 -5.16188880e+14 -1.66612188e+15\n", + " 5.08591582e+14 -2.76042096e+13 3.16905742e+15 1.49027246e+15\n", + " -4.79995726e+14 -1.20324496e+15 7.06150037e+14 1.68707828e+15\n", + " -2.63712205e+15 2.70645371e+14 -3.09683271e+15 -3.67681875e+14\n", + " -3.53629963e+15 1.20433772e+15 1.17466966e+15 -6.28084774e+14\n", + " 3.66311551e+14 1.25171355e+15 -4.03432865e+14 -1.94389026e+14\n", + " 1.47082573e+15 -4.05239890e+14 -2.28939148e+15 -1.71152360e+15\n", + " 1.86335099e+15 2.18410766e+15 -1.00074162e+15 2.98923792e+15\n", + " 2.78188187e+14 9.79114510e+14 -9.54241882e+14 1.75387104e+14\n", + " -6.01605413e+13 3.16873634e+15 -2.34819422e+14 -1.67339187e+15\n", + " 4.29307182e+15 -1.98471337e+15 -1.90132248e+15 -1.16761411e+15\n", + " 1.33068097e+15 -1.27599730e+15 1.11744026e+15 1.65685277e+15\n", + " 9.99619156e+14 7.07799161e+14 -1.98455134e+15 3.25450825e+15\n", + " -3.07587027e+15 1.57733197e+15 7.77586318e+13 1.36132294e+15\n", + " 1.79442096e+15 -1.04143608e+14 -2.68101278e+15 1.32222783e+13\n", + " 1.37058091e+15 -4.26394015e+14 4.71126521e+14 1.65494126e+14\n", + " 1.99875424e+15 -3.88602545e+15 -1.22228766e+15 2.22770116e+15\n", + " 4.37658731e+15 1.57571100e+14 3.69856330e+15 -3.90503190e+13\n", + " -1.15433463e+15 -2.57035096e+15 1.30664225e+15 -8.45000141e+14\n", + " -2.06967449e+14 -3.04750063e+15 -1.37573271e+15 -4.72104178e+14\n", + " -1.40898706e+15 -3.07456879e+15 -8.12506900e+14 -2.68081062e+14\n", + " 1.18337636e+15 2.07838282e+15 -1.30674092e+15 -6.19575107e+14\n", + " 2.68410931e+15 1.01893809e+15 -6.80012996e+14 3.29845332e+14\n", + " -2.43152569e+15 7.64818120e+14 -3.34224685e+14 -4.02942961e+14\n", + " 3.76274463e+15 -3.21019126e+14 -3.48346519e+14 6.96282685e+14\n", + " -2.87396624e+14 -6.38416646e+13 -4.22431473e+14 -1.94180115e+15\n", + " 1.40123701e+15 6.94797465e+14 -2.70667744e+15 -3.16628843e+14\n", + " 1.31183805e+15 -1.23704258e+15 1.29924094e+15 9.08881006e+13\n", + " 9.74925353e+14 -6.88384913e+14 -1.24868441e+15 1.04760323e+14\n", + " 5.69764937e+14 -1.43272201e+15 -2.74653593e+14 8.58718953e+12\n", + " -7.10413253e+14 -1.20008925e+15 1.12717689e+15 -1.94229065e+14\n", + " 1.83418841e+15 1.29899938e+15 2.70031170e+14 -2.50725593e+15\n", + " 2.84266256e+14 6.63894643e+14 -3.21298870e+15 3.04108495e+15\n", + " -1.10754174e+14 8.69515988e+14 -7.10393259e+14 -1.09620080e+15\n", + " -2.82450916e+14 6.15642819e+14 -1.62399385e+15 5.05246429e+14\n", + " 1.59463216e+14 -9.35228132e+14 1.11416289e+15 -1.69519834e+15\n", + " 1.67967985e+15 -2.66949929e+15 -3.64374139e+14 9.43179462e+14\n", + " -2.81902066e+14 -6.15491986e+14 5.88597052e+14 -4.15133098e+14\n", + " 2.00187775e+14 6.32051062e+14 3.15565407e+14 7.24884598e+14\n", + " 8.95542754e+14 1.99589634e+15 1.30466087e+15 -1.39517700e+15\n", + " -1.54951735e+14 -6.85626961e+14 4.57035278e+14 -7.16036843e+14\n", + " -7.13861888e+14 -9.98283997e+14 4.81687368e+14 1.97747084e+15\n", + " 3.22604138e+14 5.80952976e+14 1.30253715e+15 -1.56755376e+15\n", + " -1.91342407e+15 4.46114374e+14 6.48874636e+14 -1.08975086e+14\n", + " -8.10621367e+14 -3.58127664e+14 -1.10568593e+15 -9.73308692e+13\n", + " 1.86336403e+15 8.52329522e+13 -2.06021534e+15 2.10108218e+15\n", + " 7.87902375e+14 2.33371611e+15 1.00209483e+15 -4.81605135e+14]\n", + "Found 776 total galaxies in catalog for cluster 53335\n", + "[-4.52585143e+14 -9.23697746e+14 -2.60548238e+15 1.47483300e+15\n", + " -1.45765463e+15 -5.15539765e+15 5.80396091e+14 2.86861338e+14\n", + " -4.85834990e+13 -4.16938633e+15 2.94086866e+15 4.42425469e+15\n", + " 1.66282236e+15 2.73774114e+15 -4.58793963e+15 4.63625405e+15\n", + " -2.01934387e+14 -9.76300311e+14 -1.09112456e+15 -3.06841741e+14\n", + " -6.48466340e+14 -1.77259593e+15 4.59318442e+14 2.23854964e+15\n", + " 5.00865018e+14 -3.83228046e+13 3.57684859e+15 2.15211342e+14\n", + " -4.35532345e+15 1.32943361e+15 -9.47377513e+14 -3.54360077e+15\n", + " 2.75066876e+15 1.04548172e+15 1.23765979e+14 2.81973183e+15\n", + " 6.48870577e+15 -3.11632846e+15 2.11532355e+15 1.42640451e+15\n", + " -7.15594496e+14 7.68926864e+14 3.33981194e+15 -5.37399230e+14\n", + " -8.35746610e+14 4.64946486e+14 1.54494579e+15 3.20242530e+15\n", + " -1.02143278e+15 4.29893954e+14 -3.59965485e+14 1.04953409e+15\n", + " 4.81604825e+14 2.10147324e+14 4.83942597e+15 -6.06685687e+14\n", + " -1.02551697e+15 1.56107197e+15 -4.41285069e+14 -6.10544506e+14\n", + " 1.54770173e+15 3.97859957e+14 -1.79469912e+15 2.12884253e+15\n", + " 8.91815359e+14 2.65132900e+15 -6.91754026e+14 -3.73720624e+15\n", + " -2.64970799e+15 -1.52757600e+13 -1.18043878e+15 4.94304879e+13\n", + " -3.15219280e+15 3.09585625e+15 1.68543651e+15 3.76176537e+15\n", + " -4.03386856e+15 9.04236295e+14 7.03353146e+14 1.75628101e+15\n", + " -1.07530023e+15 -3.02266444e+14 -1.69240158e+15 3.53785937e+15\n", + " 2.53549707e+15 -1.96808627e+15 -2.64351063e+15 1.27145713e+15\n", + " -1.84937112e+15 8.92425156e+14 2.33097330e+15 -6.63622940e+14\n", + " -1.40223912e+15 -1.15206960e+15 1.51878695e+14 1.14182776e+14\n", + " -4.12529399e+14 4.91525869e+15 2.65049296e+15 9.36953184e+14\n", + " 3.78627930e+15 -2.06565891e+15 -2.55183383e+15 -8.52845646e+14\n", + " -2.06419066e+15 -3.90611826e+15 -2.56451418e+15 1.52980188e+15\n", + " -5.35289283e+15 1.36292993e+15 2.68987812e+15 -2.66084877e+15\n", + " -4.03041574e+15 -3.04147638e+15 5.88069687e+14 4.77788163e+15\n", + " -1.12067144e+15 -1.26081774e+14 -1.03803858e+15 -6.83838571e+14\n", + " 2.50895802e+13 -6.33090571e+14 -5.66733428e+14 -3.30749102e+14\n", + " -7.31575737e+15 -2.40412920e+15 -1.69339605e+15 1.67239378e+14\n", + " -4.19988182e+13 -5.38059816e+14 -1.48321237e+15 1.89452951e+15\n", + " 1.30739033e+15 1.44804412e+15 4.27020676e+14 -1.76030628e+15\n", + " -4.72705702e+15 2.69896945e+15 -1.51997919e+15 2.27981941e+14\n", + " 2.03449949e+14 -4.42639056e+15 -1.67474219e+15 1.45291803e+15\n", + " 4.07757226e+15 7.01714580e+13 -9.57964789e+14 2.11578919e+15\n", + " 4.01539587e+14 -1.80556178e+14 -6.57478208e+14 -1.16806488e+15\n", + " -2.92523811e+13 -2.37125291e+15 3.25943427e+15 8.11572196e+14\n", + " -5.23550342e+14 -4.62052497e+15 2.76096370e+15 -2.74979080e+14\n", + " -6.23299246e+14 -1.77270060e+15 -5.37304321e+14 1.03439360e+13\n", + " -3.97468280e+15 -1.34387747e+15 1.09422404e+15 -1.41644749e+15\n", + " 4.09854420e+14 2.62235657e+15 -1.64058269e+15 -4.56211126e+14\n", + " -2.31658160e+15 -4.52089326e+15 4.15767818e+14 1.36238197e+15\n", + " 3.57447402e+14 7.66998624e+14 1.39466545e+15 -2.88319887e+15\n", + " -1.12121635e+15 -8.94110259e+14 -3.14470829e+14 -4.14327123e+15\n", + " -1.63926497e+15 -1.04674761e+15 -2.80585165e+15 3.43056256e+15\n", + " -2.59613020e+14 1.99366928e+15 -1.37774020e+15 -6.51721931e+14\n", + " -1.18271755e+15 6.56433473e+14 -3.54130198e+15 -1.40454812e+15\n", + " -1.49154708e+15 -5.70082284e+14 -2.95837224e+15 4.29747471e+14\n", + " -2.24851791e+15 -1.24657174e+15 -1.00332083e+15 2.00817982e+14\n", + " -2.05090757e+14 1.31185648e+15 -3.94115956e+15 -1.93453180e+14\n", + " -1.03952082e+15 8.68346890e+12 -7.12982176e+14 2.50243882e+15\n", + " -1.39773506e+15 -1.48486976e+14 -4.08584896e+14 1.84535715e+15\n", + " -2.98617592e+14 3.84650020e+15 -1.00871665e+15 2.91761656e+15\n", + " 1.84116750e+15 9.55004026e+14 1.84958608e+15 -9.29653449e+14\n", + " 6.61886664e+13 -5.55241374e+14 -9.00404267e+14 2.16884012e+15\n", + " 3.11571668e+15 -3.44625698e+15 -2.04940712e+15 1.14971767e+15\n", + " 2.09312509e+15 5.52984866e+14 3.31415060e+15 1.44146251e+15\n", + " 2.28900862e+15 1.58807327e+15 -9.52799774e+14 4.01174989e+15\n", + " 1.22294646e+15 1.05372324e+15 -2.42933297e+14 -1.35443456e+15\n", + " -2.11380452e+15 -2.26564342e+15 1.96024849e+14 1.21232465e+15\n", + " 2.56272435e+15 1.04768702e+15 1.01194689e+15 -6.30737649e+14\n", + 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3.58062023e+13 6.52765193e+14 2.45208124e+15 -1.36298459e+15\n", + " 1.05218263e+15 1.70504787e+15 -1.21957631e+14 -2.19227335e+15\n", + " 9.48482957e+14 2.66085086e+15 6.51696659e+14 -1.03792931e+15\n", + " -4.83982633e+14 5.86716526e+13 8.25939906e+14 6.26309864e+14\n", + " -1.46995313e+15 8.78382358e+14 -4.63507665e+14 -2.12863362e+15\n", + " 1.44006091e+15 -1.15947442e+15 9.10032244e+14 -1.64501133e+14\n", + " 1.52794967e+15 -3.88853585e+14 6.11844608e+14 -8.56581891e+14\n", + " 5.11215299e+14 -1.26492466e+15 -1.49426780e+15 -4.07154550e+15\n", + " 1.59961744e+15 -1.78227769e+15 -1.97653680e+15 -3.17760756e+15\n", + " 6.23834623e+14 -4.55969072e+14 -1.34659071e+14 -1.61903069e+15\n", + " 7.30568124e+14 1.32955152e+15 -2.77305639e+15 -8.79774515e+13\n", + " 7.05813062e+15 3.74295188e+14 1.74339264e+15 -1.83817655e+14\n", + " 7.67877330e+14 -4.18802721e+13 1.74573849e+14 -1.19232898e+14\n", + " -1.32230017e+14 2.30427519e+14 -9.38913257e+14 -3.67599236e+15\n", + " -1.63796861e+15 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-1.92296655e+15 2.32741469e+15\n", + " -1.21341421e+15 1.63843138e+15 5.57368291e+14 -9.40994068e+13\n", + " -1.55779656e+15 -1.01167142e+14 1.32569158e+15 7.81531979e+14\n", + " 2.80443971e+14 1.42253015e+15 -2.61629584e+14 4.67615025e+14\n", + " 1.44576909e+13 -8.43316466e+14 4.14567190e+15 -9.15565220e+14\n", + " 1.19530018e+15 -1.43419731e+15 2.24197735e+15 7.00598398e+14\n", + " 1.14932579e+15 -9.68297906e+14 -1.92345545e+14 1.74004891e+15\n", + " 1.23102881e+15 -1.30980945e+15 -8.44037466e+14 -8.08021317e+14\n", + " 9.57480542e+14 -5.93669442e+14 3.00079103e+14 1.77070787e+15\n", + " 3.69060604e+15 1.40809738e+14 -1.91187306e+15 -1.15125116e+15\n", + " -2.08822279e+14 5.40057622e+14 -1.83928820e+15 6.81908501e+14\n", + " -2.93940893e+14 -8.16681643e+14 2.12655015e+14 -1.39016436e+15\n", + " 2.91617379e+14 1.03325073e+15 -6.14661468e+14 -1.38856624e+14\n", + " -3.15052181e+14 -1.04173659e+14 5.16656791e+14 2.28121500e+15\n", + " -1.13993902e+15 -7.46233267e+14 8.24953011e+14 -2.31031989e+15\n", + " -2.58773105e+15 1.01260002e+15 7.62482779e+14 -3.97616675e+14\n", + " 1.75829966e+15 -8.29887613e+14 2.28528377e+15 -4.50770267e+14\n", + " -4.17666587e+15 9.58341972e+13 6.90751298e+14 -1.86152679e+15\n", + " 3.16171779e+14 1.34271114e+15 -6.47144618e+15 -7.67409898e+14\n", + " -8.50831985e+14 1.08726215e+15 -9.75396122e+14 1.55300737e+15\n", + " -8.34510404e+14 -5.75486061e+14 4.79667495e+13 -6.01706584e+14\n", + " 6.02487571e+13 1.61358924e+15 -3.79124141e+14 -3.00320012e+14\n", + " 1.03911428e+15 -3.14699817e+14 -2.50977928e+15 -2.40758880e+15\n", + " -9.23367306e+14 1.89174322e+15 -1.16552037e+14 1.40682295e+15\n", + " 4.83089238e+13 4.51915320e+14 5.02862272e+14 4.37067642e+14\n", + " -1.83312504e+14 -7.89368670e+14 6.06285337e+13 -8.55835466e+14\n", + " -7.27357272e+14 9.00817944e+14 -8.17534997e+14 7.81289429e+14\n", + " -9.81216626e+14 1.65905866e+15 1.75389772e+14 -1.03480097e+14\n", + " -9.96968094e+14 6.66617399e+14 2.32549751e+14 1.90001979e+15\n", 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7.09801917e+14 -5.49332981e+14 -3.12938804e+14\n", + " 1.61855603e+15 6.32498560e+14 -1.75612312e+15 -1.47332757e+15\n", + " -7.89775815e+14 7.08202238e+14 2.57051319e+15 -1.08860487e+15\n", + " 3.10233501e+15 -2.47888690e+15 7.76739698e+14 -6.82402682e+14\n", + " 8.29823359e+14 -1.41147461e+15 -8.84469415e+14 3.15795632e+14\n", + " -6.82880724e+14 -4.64146239e+14 9.90188240e+14 -1.59166043e+15\n", + " -2.35160672e+15 1.20235590e+15 -9.82082374e+14 1.92107905e+15\n", + " 9.71975589e+14 -1.00306942e+15 -1.36036380e+15 -6.72253873e+14\n", + " -1.86256083e+15 -9.85500008e+14 -8.31083074e+14 -6.66219158e+14\n", + " 1.21811146e+14 3.63483346e+14 -1.14814293e+15 7.33635826e+14\n", + " -8.37514560e+14 -5.17176231e+14 -5.41086190e+14 -9.34616048e+14\n", + " 4.88970407e+14 6.81322164e+14 1.50405373e+15 -1.35709124e+15\n", + " 2.25099666e+15 8.08629760e+13 1.42010628e+15 8.72568487e+14\n", + " -6.34217118e+14 2.20218564e+15 6.29473941e+14 -1.51145563e+13\n", + " 5.80070978e+13 -2.77240706e+15 2.63214047e+14 1.40086597e+15\n", + " 1.45563147e+15 2.10014659e+15 1.66481442e+15 9.25397842e+14\n", + " -9.16324433e+14 -1.31485183e+15 -1.49743640e+15 4.20466094e+13\n", + " -1.59983016e+15 -1.38139884e+15 1.31890994e+15 -5.46758860e+14\n", + " 7.66463614e+14 -1.72038073e+15 -5.35009272e+14 5.78433594e+14\n", + " -3.80956572e+14 1.96832141e+14 1.02836109e+15 -5.88603714e+13\n", + " -3.90769725e+14 -4.60773691e+14 -1.87085253e+15 -3.60278175e+12\n", + " -7.46645689e+14 -2.36614524e+15 -7.63720313e+14 -6.16400027e+14\n", + " -2.80281071e+14 1.23695222e+15 -1.73479197e+15 -1.23512962e+14\n", + " -4.66219490e+14 -2.12502317e+14 -3.18576966e+13 2.51640318e+14\n", + " -3.73313347e+14 6.64843587e+14 1.16041145e+14 -1.36717894e+14\n", + " 7.39832514e+14 -1.91187414e+15 1.19103594e+15 -5.83711525e+14\n", + " 5.46322948e+14 -2.14791129e+15 3.68831454e+14 1.10765502e+15\n", + " 7.93107020e+14 1.42192140e+15 -6.66088114e+14 -1.05602473e+15\n", + " 1.31617102e+15 -1.89501575e+14 -2.30563729e+15 7.32256958e+14\n", + " 9.43548800e+14 -1.17137129e+15 -5.25449821e+14 -5.87917168e+14\n", + " 3.85444339e+14 -2.22857391e+13 -2.66038512e+15 3.55494808e+14\n", + " -5.35375698e+14 5.10116710e+14 -2.86586789e+14 4.24536598e+14\n", + " -8.07641522e+14 8.10010401e+13 1.58001524e+14 3.43811130e+12\n", + " -6.47120682e+14 1.15829032e+15 1.65114973e+15 5.25022303e+14\n", + " 3.25301438e+13 -1.62274196e+15 4.10759580e+14 -2.86973189e+15\n", + " 6.92278464e+14 1.58680193e+14 1.06355165e+15 -6.21550733e+14\n", + " -1.13946598e+15 1.43751017e+15 -3.10990076e+14 1.68428988e+14\n", + " -9.76845242e+14 -2.08045898e+15 -1.66865805e+13 -6.47218061e+14\n", + " -3.06951252e+13 -1.75915432e+15 -1.10904676e+15 -9.40369141e+14\n", + " 3.45244681e+14 6.78234955e+14 6.91466155e+14 -1.36533695e+14\n", + " 1.60955398e+15 1.90594306e+15 1.27160779e+15 8.41844800e+14\n", + " 8.63960049e+14 1.28196476e+14 -4.88582951e+14 1.68729421e+15\n", + " 6.24328160e+14 1.31374668e+15 -9.06783898e+14 1.77081864e+14\n", + " 1.11863684e+15 -7.52372595e+13 -1.09219210e+15 5.83603686e+14\n", + " -5.55444928e+14 5.50474708e+14 3.36252222e+14 -4.69285729e+14\n", + " -1.76747615e+14 3.93514528e+14 7.87903592e+14 -4.04035642e+14]\n", + "Found 342 total galaxies in catalog for cluster 23919\n", + "[ 4.09123800e+14 -1.56409940e+14 1.40845956e+15 -8.05862423e+15\n", + " 8.28310303e+14 -3.82639733e+14 -1.83314798e+14 -6.11844615e+13\n", + " 8.13053238e+14 -3.76618784e+14 1.32676288e+15 -3.46017285e+13\n", + " -3.04410602e+15 2.40529706e+15 -1.97310243e+15 -1.84438701e+14\n", + " 2.48539030e+15 3.90950155e+15 7.18863008e+15 -5.22236644e+14\n", + " 1.08879913e+15 2.49692786e+15 -1.94326046e+15 5.34822451e+15\n", + " -1.54697898e+15 -3.57896055e+15 2.16745889e+15 -8.78794599e+14\n", + " -1.88922803e+14 4.30353863e+15 -4.16236180e+14 2.09796877e+15\n", + " -1.61626426e+15 5.66978234e+15 -1.44911485e+15 -2.14947323e+15\n", + " 1.07953252e+15 -5.31468910e+15 5.35674425e+15 3.14120137e+15\n", + " -2.88890967e+14 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7.77901291e+15 -4.17837310e+14\n", + " -3.10034173e+14 1.28128177e+15 2.75864736e+15 -2.44929198e+15\n", + " 2.68265608e+15 1.65255223e+15 -2.45906628e+15 1.97963834e+15\n", + " 6.11693099e+15 6.51428268e+14 -6.57619923e+15 -5.59422420e+14\n", + " 6.60393830e+14 -3.23012366e+15 -3.46095774e+15 -2.37692253e+15\n", + " 4.19597341e+14 3.52143884e+15 2.60325939e+14 -2.23402269e+14\n", + " 3.13768301e+15 1.79607528e+14 -1.11377534e+15 6.14521940e+14\n", + " -5.27231380e+14 7.46100778e+14 -3.48692078e+15 -7.98754870e+14\n", + " 1.24911155e+15 -2.70312265e+15 1.67863121e+15 -1.05972790e+15\n", + " 6.07586852e+14 1.75265060e+14 -1.24607388e+15 2.00005280e+15\n", + " 1.71110926e+14 -2.55746057e+15 -6.84495634e+15 -5.40280242e+15\n", + " -1.45242976e+15 -9.81067821e+15 -2.06313680e+14 4.89600239e+14\n", + " -6.26737814e+13 2.99730293e+15 3.50480002e+14 -1.32757630e+15\n", + " 5.07414021e+14 1.33465273e+15 5.33074681e+14 1.12185157e+15\n", + " -1.49346620e+14 1.77936449e+15 1.42629699e+15 7.22041784e+14\n", + " -2.45729298e+15 1.99217385e+15 9.15314344e+13 6.35218534e+14\n", + " 2.79507540e+15 5.11773052e+14 -5.25394176e+13 1.74014849e+15\n", + " -6.41961428e+14 1.79301373e+15 8.70553095e+14 -5.41672053e+14\n", + " 6.55213661e+13 -5.80571047e+14 -1.11981326e+15 -3.75893591e+15\n", + " 1.21499770e+14 -4.63236529e+14 -1.09569331e+15 1.01343666e+15\n", + " -9.03472538e+13 -2.34975251e+14 -1.52472718e+15 4.61107628e+14\n", + " -2.79010380e+15 6.42205554e+14 1.16944725e+14 1.59718420e+14\n", + " 8.07653291e+13 -3.98815062e+14 -2.53696603e+15 -1.27621590e+15\n", + " 3.71152181e+14 1.24884778e+15 5.77582318e+14 3.48523605e+15\n", + " 7.26403554e+14 3.97107003e+13 -2.57689346e+15 -4.50139863e+14\n", + " -3.75574791e+14 -2.01528172e+15 -3.87567376e+14 2.07225678e+15\n", + " 8.43911020e+13 3.63237782e+14 -1.20340101e+15 -7.90826026e+13\n", + " 5.22696549e+14 1.49926516e+15 1.82161461e+15 2.41671242e+15\n", + " -3.86441564e+15 2.90645523e+15 1.20976208e+15 -9.62919538e+14\n", + " 5.19381999e+14 3.50262273e+14 6.56968153e+14 1.44335056e+15\n", + " -1.30118897e+15 6.36858693e+14 -1.83423962e+15 1.83342872e+15\n", + " -1.49008601e+15 1.22280168e+15 -9.83937123e+14 1.74297284e+13\n", + " 1.11826904e+14 1.54851487e+14 -3.87056680e+15 8.72865710e+14\n", + " -2.77570158e+15 -9.95341453e+14 2.54458735e+15 -9.73658000e+14\n", + " -1.98144132e+15 7.15584552e+13 -4.24762134e+14 -2.85275614e+15\n", + " 9.28655306e+14 4.91643184e+14 -3.57244154e+13 -9.29405741e+14\n", + " 1.50918194e+15 1.30089520e+15 -7.65037076e+14 -1.76474956e+15\n", + " 7.25499217e+14 -4.17436464e+14 -4.09399803e+14 -9.27113424e+14\n", + " 6.82803181e+14 -7.02608657e+14 -6.84562330e+14 5.26047990e+14\n", + " -9.12383101e+14 7.48106397e+14 1.71557841e+15 2.01805864e+15\n", + " -7.80385858e+14 1.06242100e+15 4.55309572e+14 -1.33414931e+13\n", + " 7.54402336e+14 4.70898443e+14 -2.74239645e+15 3.43918841e+15\n", + " -6.32341157e+14 8.75508933e+14 -3.73343866e+14 -2.10018023e+14\n", + " -6.79499515e+14 1.04301570e+15 -7.86049302e+14 1.05556694e+15\n", + " -8.70404599e+14 -1.00048768e+15 3.51480038e+15 6.79066372e+14\n", + " -3.72772947e+13 -2.59502365e+14 -1.96305339e+15 4.61103940e+14\n", + " -6.38001842e+14 1.90940187e+15 1.82776114e+15 1.63036807e+15\n", + " 1.18930949e+15 1.32337106e+15 -1.96513517e+15 -1.19332833e+15\n", + " -2.53292723e+15 -1.73169010e+15 1.13475258e+15 -1.07388556e+15\n", + " 7.95380213e+14 1.56496382e+14 6.37754319e+14 1.18574808e+15\n", + " 1.83818736e+15 -3.35534213e+15 -1.67952667e+14 1.94479733e+15\n", + " 1.27716948e+15 7.16324195e+14 -4.34583683e+14 7.69175935e+14\n", + " 9.09479071e+14 1.79076899e+15 -6.72979966e+14 -1.73137426e+15\n", + " 1.89031362e+15 -2.56819199e+14 -1.61266835e+14 -6.00830249e+14\n", + " 1.84903278e+14 2.53018407e+15 -1.38993763e+15 5.96958629e+13\n", + " -7.11511564e+14 1.95530968e+15 -3.55690922e+14 -4.34266865e+14\n", + " -9.13484391e+14 -8.65972646e+14 -7.72478419e+14 8.40871600e+14\n", + " 3.65542861e+14 6.53348588e+14 -1.42128529e+15 5.83448829e+14\n", + " 5.20257225e+14 -1.15541098e+15 -1.47358693e+14 -1.32947252e+14\n", + " -5.46727946e+14 1.45952740e+15 -8.89299537e+14 2.20298674e+14\n", + " 7.65729226e+14 -6.45733658e+14 8.22389791e+14 -1.48699405e+15\n", + " -1.45001629e+14 -5.22772162e+14]\n", + "Found 3197 total galaxies in catalog for cluster 16567\n", + "[-2.36266547e+13 5.21019880e+14 -2.85781557e+15 ... 4.14583250e+14\n", + " -1.52490291e+14 -5.73303462e+14]\n", + "Found 2110 total galaxies in catalog for cluster 41321\n", + "[-1.02981895e+15 1.31090672e+14 -6.39731487e+14 ... -8.73243562e+14\n", + " 7.98076633e+14 -2.30313459e+14]\n", + "Found 368 total galaxies in catalog for cluster 52141\n", + "[ 3.09201316e+14 -1.43405231e+15 -3.55235079e+14 2.52552207e+15\n", + " 5.16403238e+15 -1.67720545e+15 1.42442142e+15 -3.94063757e+14\n", + " -1.78481702e+15 7.61675086e+14 -1.98646670e+15 -1.05969642e+15\n", + " -1.06906908e+14 -3.62738675e+15 2.78538233e+14 2.32009586e+14\n", + " 4.72172994e+15 2.99376401e+15 -3.16207128e+15 4.30976385e+14\n", + " 7.68965962e+14 -5.30439363e+15 -7.41151921e+14 -3.41080258e+15\n", + " -3.56638146e+15 2.19036058e+15 1.15909294e+15 1.98435636e+14\n", + " 8.23858960e+15 -8.17557321e+14 -4.50214618e+12 2.27950771e+15\n", + " 2.45004390e+15 4.22576237e+14 8.64188780e+14 -5.84935183e+14\n", + " 2.49667473e+15 8.79710808e+14 -6.04648696e+15 -2.06933460e+15\n", + " -3.88446990e+15 1.53756891e+15 -1.00409364e+15 2.81830270e+15\n", + " -9.24422900e+14 3.57838343e+15 5.51241535e+15 1.29097078e+15\n", + " 1.30168698e+15 -1.30361708e+14 1.49912089e+15 -2.87461129e+15\n", + " 1.99645985e+14 -7.21757583e+14 2.03516082e+14 -3.26148121e+15\n", + " -2.73066896e+15 -3.35449170e+14 8.94082802e+14 1.13480947e+15\n", + " 1.27541405e+15 1.87735140e+15 -3.72281576e+15 1.41808717e+15\n", + " -1.97185419e+15 -8.09931910e+15 7.88506953e+15 1.09426442e+15\n", + " 2.26640642e+15 1.85087733e+14 1.16514159e+15 6.44190550e+14\n", + " 1.22496071e+15 -1.62633932e+15 -3.80813008e+14 -4.81242439e+14\n", + " 3.64263040e+14 -3.19396883e+15 -6.30769479e+15 2.93081136e+15\n", + " 3.28358803e+15 1.78528479e+15 -2.65419375e+15 5.11870589e+15\n", + " -4.16142953e+14 -3.75482757e+15 -7.14641866e+14 -8.28460658e+13\n", + " 1.16698254e+15 -2.68917496e+15 -4.25858339e+15 2.07757303e+15\n", + " 2.23228146e+15 -3.90040534e+14 2.10558279e+15 1.50269795e+15\n", + " -1.61692330e+15 -1.42077819e+15 9.23030099e+14 2.60756745e+15\n", + " -6.10318093e+14 -1.30166803e+15 1.78769932e+15 -3.88180061e+14\n", + " -8.00404697e+14 8.01385405e+14 -8.83125929e+14 -3.22071401e+15\n", + " -3.36744645e+15 1.16338410e+15 -6.04727478e+14 6.60752202e+14\n", + " 1.73679750e+15 1.01887049e+15 5.48630436e+14 -8.64100399e+14\n", + " -1.02666403e+15 -8.15849362e+13 -2.24586751e+14 -1.42048300e+15\n", + " 3.17559827e+15 -1.66535555e+15 -1.26337814e+15 2.47818129e+15\n", + " 8.06227681e+14 2.12375579e+15 -9.55749454e+14 4.57663101e+14\n", + " -1.31505164e+15 -3.04953133e+14 -1.62380836e+15 2.53934231e+15\n", + " 1.20981686e+15 1.15748086e+15 2.84559309e+11 2.40165135e+14\n", + " -1.37085708e+15 -9.19332053e+14 -3.15069506e+14 -4.46340457e+13\n", + " 7.04247388e+14 1.07449162e+15 -1.21993190e+15 -9.72944803e+14\n", + " 1.16946039e+15 -1.30860920e+14 4.80730679e+14 1.48943861e+15\n", + " 1.74122980e+15 -2.16909979e+15 -8.28504557e+14 -2.30174264e+15\n", + " 1.47661740e+14 6.54206311e+14 -1.98093961e+15 -1.82350457e+15\n", + " 2.99363914e+15 3.03796290e+15 2.82554870e+15 3.09896403e+15\n", + " -7.70879787e+14 6.38306925e+14 -8.31465441e+14 -8.55822632e+14\n", + " -1.49844124e+15 1.03924182e+15 -4.27435854e+14 -1.66284245e+15\n", + " 4.28586236e+15 -4.69745733e+14 -2.33934801e+14 7.78000044e+14\n", + " 5.62898315e+14 -2.65829440e+15 1.29994868e+15 3.30047985e+15\n", + " -4.04382553e+15 7.01476567e+14 8.44137302e+14 -2.12134233e+14\n", + " 6.95092822e+13 1.19789195e+15 8.72725395e+14 3.94361869e+15\n", + " 1.52133050e+15 -7.67713836e+14 -2.03062952e+15 -2.07221699e+15\n", + " 2.31640463e+15 1.09723600e+15 4.44917470e+14 3.67707484e+14\n", + " -1.38559950e+15 -4.23883775e+13 1.54276040e+15 1.39053962e+15\n", + " 9.01997525e+14 1.22572553e+15 1.17171959e+15 -7.80807706e+14\n", + " 2.45058539e+15 -9.21075230e+14 4.35514973e+14 1.73494923e+15\n", + " 1.12219990e+15 2.52647212e+15 3.79420971e+14 -1.28385052e+15\n", + " 1.05476652e+15 5.44823156e+14 -1.88614034e+15 3.95960589e+14\n", + " 1.17936992e+15 1.64470156e+15 1.87245177e+14 9.33372913e+14\n", + " -1.17184436e+15 -2.24742027e+15 -6.64364763e+14 -9.38446120e+14\n", + " 3.61380475e+14 4.70163650e+14 1.74052418e+15 -8.56268035e+14\n", + " -6.89746331e+14 2.22378257e+15 -7.11737445e+14 -7.38976094e+14\n", + " 2.85706945e+15 1.05851659e+15 4.82299646e+14 -2.29809087e+15\n", + " -6.75966925e+13 4.18217570e+14 2.42655220e+14 -2.63922344e+14\n", + " -1.92652399e+14 -5.81770604e+14 -5.43271122e+14 -1.90121602e+15\n", + " -8.55728355e+14 1.27475799e+15 9.52472825e+14 2.51114089e+15\n", + " -2.12073463e+14 -4.33765900e+13 3.52011919e+14 -3.81404653e+14\n", + " 1.00467654e+14 -2.97783473e+14 2.15852230e+14 -7.17458950e+14\n", + " -2.18150682e+15 -1.60875079e+15 1.90578408e+15 9.34807786e+14\n", + " -9.59573302e+14 8.49799066e+14 -8.75253424e+13 8.80196276e+14\n", + " 2.92146258e+14 3.75937329e+14 8.20484190e+14 2.20658696e+15\n", + " 1.76035216e+15 2.63505338e+15 -6.12243254e+14 -1.09498985e+15\n", + " -2.33166487e+14 5.38005201e+13 -1.31761250e+15 -9.45060791e+14\n", + " 3.19100881e+15 -1.24941004e+15 -2.23158749e+15 -6.99913492e+14\n", + " -2.09171435e+15 1.31073434e+15 -8.34260914e+14 2.81628730e+15\n", + " 1.04870909e+15 8.60701623e+14 2.24064854e+14 3.50836092e+14\n", + " -1.21387892e+15 1.46549050e+15 -3.29434355e+14 -1.34585693e+15\n", + " 6.14841636e+14 1.40889933e+15 7.05994436e+14 1.88649274e+15\n", + " -1.32982317e+15 7.99839487e+14 -6.98227443e+13 1.78174919e+14\n", + " -1.17681068e+15 -2.34579173e+15 9.18616378e+14 -8.81253324e+14\n", + " -1.46139387e+15 1.27563440e+15 -5.17445511e+13 1.58430761e+15\n", + " 1.45155419e+14 -2.24584931e+15 1.75430745e+14 1.16974542e+15\n", + " 2.07510870e+15 -5.48830742e+14 -1.18058577e+14 -9.26282713e+13\n", + " 2.19933714e+15 2.79417348e+14 7.47143098e+14 -3.93734221e+14\n", + " 1.26606696e+15 -1.18012628e+15 -1.68166386e+15 -2.71436818e+14\n", + " 1.30049943e+15 2.37683457e+15 1.08277964e+15 9.35418278e+14\n", + " 2.30390062e+15 8.66827455e+14 -4.50724719e+13 8.81304365e+14\n", + " -1.04350917e+15 -7.33143658e+13 -1.91682482e+15 -1.98773620e+15\n", + " 7.13584152e+14 -3.01799913e+14 9.79113723e+14 1.56753038e+15\n", + " 1.15303297e+15 1.82037649e+15 2.11952864e+15 8.56552730e+14\n", + " -1.05295304e+15 2.64423763e+15 -1.82148818e+14 -1.12418135e+14\n", + " 7.18207781e+14 -4.53765788e+14 1.56795223e+13 -6.21842221e+14\n", + " 1.77242050e+14 -7.56068122e+14 -1.11429194e+15 1.30689593e+15\n", + " -1.04406769e+15 4.92471133e+14 -5.55869105e+14 1.13110582e+15\n", + " 2.84010129e+14 -2.33091171e+14 -1.03076889e+15 -6.84170040e+14\n", + " -1.42807213e+15 1.12836125e+15 -1.58610718e+14 1.11637880e+15\n", + " 1.00940984e+15 5.34646331e+14 -8.20598704e+14 5.44021919e+13]\n", + "Found 2288 total galaxies in catalog for cluster 52451\n", + "[-1.99855724e+14 5.74977704e+14 2.51711568e+15 ... 5.13582265e+14\n", + " 2.00219716e+14 2.70815168e+14]\n", + "Found 1273 total galaxies in catalog for cluster 51057\n", + "[-5.77592599e+14 1.19695330e+15 9.35335302e+14 ... 3.29000665e+14\n", + " 4.96010217e+14 -4.30210659e+14]\n", + "Found 1986 total galaxies in catalog for cluster 14210\n", + "[ 3.66732523e+14 -5.42778432e+14 -7.57968585e+14 ... -7.38945616e+14\n", + " -4.70407093e+14 4.22774185e+14]\n", + "Found 2256 total galaxies in catalog for cluster 33410\n", + "[-2.11907885e+13 -1.40875028e+15 -3.36843615e+14 ... 9.48029406e+14\n", + " -2.44515092e+14 3.24947825e+14]\n", + "Found 2978 total galaxies in catalog for cluster 78132\n", + "[-1.10794332e+15 1.89498600e+15 -3.70788096e+15 ... -9.53738310e+14\n", + " 1.62484604e+14 4.16125663e+14]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 168710\n", + "Collecting data for cluster 0\n", + "Found 2416 total galaxies in catalog for cluster 11\n", + "[-7.84078591e+13 -1.00634301e+14 -3.19048159e+15 ... 7.20812384e+14\n", + " -4.77552103e+14 -4.47345378e+12]\n", + "Found 1982 total galaxies in catalog for cluster 827\n", + "[-8.46831090e+14 5.15085280e+14 -1.85691178e+15 ... -8.03486220e+14\n", + " -8.42444951e+14 -4.19608013e+14]\n", + "Found 1929 total galaxies in catalog for cluster 1985\n", + "[ 4.00798096e+14 -1.82269476e+15 9.61865720e+14 ... -7.99938076e+14\n", + " -1.07058421e+15 -2.95530953e+14]\n", + "Found 1887 total galaxies in catalog for cluster 1632\n", + "[-8.94770475e+14 4.96600824e+14 -1.86244835e+15 ... -3.54982182e+14\n", + " -2.30181381e+14 -4.35457154e+14]\n", + "Found 639 total galaxies in catalog for cluster 2453\n", + "[ 3.17901539e+14 -1.20173834e+15 1.96521915e+15 -7.65320022e+14\n", + " 2.15408572e+15 -6.83488687e+14 -1.66360820e+15 -1.38111094e+14\n", + " 6.09073706e+14 6.55727956e+14 1.50203827e+15 4.23140019e+15\n", + " -5.48812825e+15 -1.41933357e+15 2.65259082e+15 -1.36075730e+15\n", + " 2.51354537e+15 -5.91932694e+15 -3.62016948e+14 -8.16175853e+15\n", + " 1.22788868e+15 1.60257479e+15 1.08473754e+15 1.23446796e+14\n", + " -3.76759600e+15 1.34063631e+14 -3.05603404e+15 -2.83929091e+15\n", + " 8.06540128e+14 1.65371572e+14 2.11301947e+15 -1.50320952e+15\n", + " -1.76033451e+15 -3.70423259e+15 -5.06373053e+15 -1.53819805e+15\n", + " 7.37449815e+15 -2.89862043e+15 5.94223200e+15 2.25060088e+13\n", + " -3.32195612e+14 5.77637401e+15 -6.26074231e+15 -1.16156410e+15\n", + " 4.06447428e+15 4.44855940e+14 2.83914646e+14 8.51787090e+14\n", + " 1.21466035e+15 4.49690122e+14 -2.68145478e+15 -2.21506749e+15\n", + " 4.51329810e+14 1.14068697e+15 -1.94813624e+15 -1.09527766e+15\n", + " -4.53310308e+14 -1.16718374e+15 1.50873649e+15 -3.35997006e+15\n", + " -2.94346967e+15 6.94644019e+14 1.74857083e+15 2.71994900e+15\n", + " -1.76904857e+15 -3.56103624e+14 -3.59296928e+15 -4.08083870e+14\n", + " -3.21530685e+15 -5.57444454e+15 -7.19877849e+14 1.03309420e+13\n", + " 2.89153414e+15 -9.60957431e+14 -3.44345143e+15 -1.69587965e+15\n", + " -3.18230545e+15 -2.11982864e+14 1.64596726e+15 -1.99841567e+15\n", + " -2.05610536e+15 2.16831686e+15 -1.14003166e+15 1.56920741e+15\n", + " 2.30552185e+15 9.83585081e+13 1.12396846e+15 1.29592296e+15\n", + " 1.51524584e+15 3.30626740e+14 -1.05094797e+14 -1.71804680e+15\n", + " 1.09111833e+14 -1.97289682e+15 -1.34911972e+15 -2.71216543e+15\n", + " -3.29391976e+15 -6.28314706e+14 9.42407938e+14 -1.35834594e+15\n", + " 5.80514552e+14 2.59735166e+15 1.23947238e+15 1.77355355e+15\n", + " 7.29983171e+14 -5.00624799e+14 -9.02730373e+14 7.63249970e+14\n", + " -2.56076590e+14 -3.35993119e+14 -3.16141345e+15 2.46189192e+15\n", + " -4.02419287e+15 -8.89363815e+14 -7.05752539e+14 6.59502403e+13\n", + " -1.67366257e+15 -2.16298170e+15 -3.42405617e+15 8.35578347e+14\n", + " -5.96303311e+13 -1.59689110e+14 -1.35082449e+15 -3.87497362e+14\n", + " 5.50280707e+14 1.85121736e+15 4.67120886e+14 1.35374176e+15\n", + " -1.26081605e+15 -3.85066534e+15 -4.21222994e+14 4.60391053e+13\n", + " 1.89467221e+15 8.67177129e+14 -1.91674534e+14 5.09806188e+15\n", + " 1.61333721e+15 -5.79645383e+14 6.60516740e+14 1.10927757e+14\n", + " -2.38653505e+14 -4.92644451e+14 4.45286382e+15 5.71960863e+14\n", + " -2.63779287e+15 3.30507492e+14 8.78262269e+14 -1.65849555e+15\n", + " -7.37026761e+14 -6.29092214e+14 -3.11201838e+14 -9.81315916e+14\n", + " 3.32410833e+15 -1.79930247e+13 1.14407770e+15 -1.88759613e+15\n", + " -4.08723033e+14 -2.03281387e+15 -1.90174364e+15 1.01606769e+15\n", + " 4.57213571e+15 -2.65686708e+15 1.36298087e+15 8.68339402e+13\n", + " -4.60943633e+15 1.81132810e+15 -4.56649642e+14 1.71075540e+15\n", + " -1.28405594e+15 -9.62428151e+14 -1.41755799e+15 9.02281896e+14\n", + " 4.56743566e+14 3.41017502e+15 -3.86419442e+14 1.46078389e+15\n", + " -1.40713306e+15 2.18044487e+15 -9.12795621e+14 1.01553405e+15\n", + " -1.03536770e+15 2.63984577e+15 6.33249633e+14 -1.96702180e+15\n", + " -6.87113687e+14 2.49930036e+15 2.17765001e+15 -6.33195295e+14\n", + " -1.40489587e+15 1.93602775e+15 8.17263355e+14 3.49042718e+13\n", + " 2.79030537e+15 -1.82997685e+14 -3.26489921e+14 -8.28150969e+13\n", + " -1.11757535e+15 -8.79819999e+14 1.13948017e+14 -1.79165795e+15\n", + " 3.36076905e+12 2.20260733e+13 -1.84266162e+15 -2.07262153e+15\n", + " -7.37642481e+14 -1.06571681e+15 -3.00187944e+15 1.03982045e+14\n", + " -1.36346297e+15 -1.38197027e+15 -1.21625909e+15 5.29766268e+14\n", + " -1.65365613e+15 2.08930634e+13 -1.18651860e+15 -7.94514531e+13\n", + " 9.49320728e+14 -4.94329971e+14 2.58309699e+14 4.58150328e+14\n", + " -3.10536721e+14 4.74319720e+14 -1.54883538e+15 2.54635494e+15\n", + " 2.15953113e+15 2.38621086e+15 2.10617078e+13 2.05174258e+15\n", + " 4.53480123e+14 -2.02138343e+15 -1.23301246e+15 4.54723966e+14\n", + " -4.80958006e+14 1.40822052e+15 5.10546470e+14 1.30598866e+15\n", + " 2.36197537e+15 -1.92914820e+15 -1.60485731e+15 2.92246258e+15\n", + " -1.40487226e+15 -3.48068166e+14 1.94948340e+14 1.14923866e+15\n", + " 1.10098925e+15 1.42969683e+14 -1.44051918e+15 -9.62204424e+14\n", + " 9.81542242e+14 1.17378936e+15 1.32032863e+15 9.81885769e+14\n", + " 6.57858627e+14 -2.28605690e+15 -3.55167889e+14 1.17248971e+15\n", + " 8.11217925e+14 -2.28251269e+15 1.44264651e+14 5.42073330e+14\n", + " -2.87516135e+14 -2.18638038e+14 3.51969297e+14 4.23690110e+14\n", + " 1.82139997e+15 1.49341608e+15 -8.73027336e+14 8.44449204e+14\n", + " -4.43634265e+14 -6.49633848e+14 -4.72082058e+14 -4.36307345e+14\n", + " -7.39596100e+14 -1.99532934e+15 8.61670109e+14 -1.44966116e+15\n", + " -2.27667065e+15 2.42734140e+14 -1.12296065e+15 1.78950596e+15\n", + " -4.58266804e+14 9.34550075e+14 -1.19039198e+13 -9.71408451e+14\n", + " 1.13377602e+15 9.76683316e+14 1.47579514e+15 1.31055898e+15\n", + " 1.03599217e+15 1.03278429e+15 1.68868116e+15 1.15162694e+15\n", + " 2.18727096e+15 1.27019642e+15 2.76455879e+14 -1.71263771e+15\n", + " -1.60943475e+15 1.88834956e+15 -2.98389921e+14 -4.68090438e+14\n", + " 5.44568085e+14 6.89213988e+13 1.19688930e+15 -8.41089453e+14\n", + " -6.69864475e+14 -1.84403336e+14 9.04632311e+14 -3.99702513e+14\n", + " 9.82490585e+14 -3.82881759e+14 -6.61603299e+14 9.59592161e+14\n", + " 2.46458091e+14 -1.55033450e+15 3.35024475e+14 8.33522802e+14\n", + " 3.03599381e+13 -4.75820953e+14 -1.70970343e+15 -4.05721294e+14\n", + " -9.44792866e+13 3.30889184e+15 7.30861193e+14 -1.71951963e+15\n", + " -6.00140014e+14 -1.08944730e+15 -4.32754270e+14 -2.94193905e+15\n", + " 9.28343207e+14 -1.98901719e+15 -6.95849482e+14 -4.50983140e+14\n", + " 5.50370422e+14 1.50952648e+15 3.16201945e+15 -8.57304737e+14\n", + " 1.44509419e+15 1.57581047e+15 -2.11311205e+15 -7.08982762e+14\n", + " -1.36717262e+15 1.33265145e+15 1.59210551e+15 1.57195031e+15\n", + " 9.26595564e+14 8.62271983e+13 1.84046703e+15 -2.45686580e+14\n", + " 7.57490925e+14 -1.72289997e+15 2.03289221e+15 1.26104006e+15\n", + " 4.35246408e+14 2.17447330e+15 2.03664175e+14 -1.78811620e+14\n", + " -5.72884569e+14 -1.05692048e+14 -6.88761063e+14 1.62409826e+15\n", + " 3.76614423e+14 1.09046348e+15 -1.67783438e+14 -1.37224173e+15\n", + " -8.30372881e+13 1.11725024e+15 -7.54221482e+14 -2.36951309e+15\n", + " -1.20614090e+15 -6.44226310e+14 2.09273455e+14 -7.02744206e+14\n", + " -5.41392168e+14 3.92339653e+15 6.53481727e+14 -4.58804115e+14\n", + " 1.64998551e+15 -4.41414866e+14 -2.55415219e+14 -1.25722703e+15\n", + " 1.41706853e+14 1.34657520e+15 2.78118572e+14 1.10129971e+15\n", + " 1.27606414e+15 -3.86279380e+14 2.32801423e+15 1.14420332e+15\n", + " -1.12650816e+15 5.39549464e+14 5.27734351e+14 -1.76664377e+15\n", + " 1.29430727e+15 2.89985455e+14 2.39379810e+15 2.43301966e+14\n", + " 2.45970092e+15 1.63084861e+14 2.51439141e+14 -1.12189316e+14\n", + " -1.55112280e+15 -1.79386074e+15 3.03017002e+14 1.96171667e+15\n", + " 8.69354571e+14 1.22259831e+14 -1.66942716e+14 7.41026746e+14\n", + " 3.50317717e+15 6.14497906e+14 -5.88305747e+14 -4.27336291e+14\n", + " -2.27051324e+15 2.00377415e+15 -1.60505553e+15 2.36651626e+14\n", + " 4.26135654e+14 -1.67028361e+14 9.30556581e+14 2.60111221e+14\n", + " -1.47223732e+14 5.84663523e+14 -1.53702328e+15 6.63610826e+14\n", + " 1.00045288e+15 6.68046977e+14 1.38462293e+14 -1.28879078e+14\n", + " -6.84225624e+14 -1.11967933e+14 -7.88279089e+14 6.31104124e+14\n", + " 3.17021497e+15 4.86026129e+14 9.28988570e+14 2.73849089e+14\n", + " 2.50180090e+14 -8.85974548e+14 -2.08576403e+15 7.08567387e+13\n", + " -1.22932812e+15 3.98435552e+14 5.47090106e+15 -1.89622308e+15\n", + " 7.34317002e+14 -8.91693210e+14 1.22787472e+15 -4.55544577e+14\n", + " -1.30215313e+14 4.74352311e+14 1.40814279e+14 6.42429277e+14\n", + " -5.31846100e+14 8.16767707e+14 2.30602500e+15 1.07043385e+15\n", + " -1.87081473e+14 7.91942305e+14 1.29630758e+15 -2.64228469e+14\n", + " -6.99536678e+14 -3.31283322e+14 -4.03972321e+15 2.26353796e+14\n", + " -2.38836304e+14 1.31547830e+15 5.37671217e+14 -1.38118905e+15\n", + " -1.65260350e+15 2.17497562e+14 -1.87679638e+14 -2.74295065e+14\n", + " 1.46249084e+15 1.31420385e+14 1.57365826e+15 -8.21463698e+14\n", + " 5.39205401e+14 8.27528329e+13 1.37654260e+15 -1.47843783e+15\n", + " 2.89295196e+13 9.62796078e+14 2.57329998e+15 6.82260944e+14\n", + " -7.60769086e+14 1.40476887e+15 1.14093203e+15 1.85964728e+15\n", + " -6.70013767e+14 -5.23207485e+14 -3.76569373e+13 4.25998535e+13\n", + " -9.34815926e+14 -1.50673269e+14 2.31212558e+15 -6.49583083e+14\n", + " 2.22253001e+15 8.78288859e+14 1.81076917e+15 3.79056268e+14\n", + " -1.23340360e+15 -7.62565244e+14 1.18313002e+15 5.05693592e+14\n", + " -1.01760072e+14 1.23468256e+15 1.30220671e+15 -2.94620567e+14\n", + " 1.15416770e+15 -8.35207373e+14 -8.71891115e+14 -9.12556412e+14\n", + " 6.69788826e+13 1.92822832e+15 -1.94321995e+15 3.89301920e+14\n", + " 2.27497581e+15 -6.79603187e+14 3.60929369e+14 9.38393551e+14\n", + " -1.95890905e+15 1.71727120e+15 -6.57467277e+14 5.41077175e+14\n", + " 6.34385933e+14 -3.36460861e+15 -2.25600400e+14 -1.01726521e+15\n", + " 4.94108517e+13 -1.89436267e+14 5.10039592e+14 2.10030902e+14\n", + " 1.66102020e+15 -6.72974464e+14 -2.07785601e+14 9.39568817e+14\n", + " 5.04948403e+14 1.90947893e+15 8.49930318e+14 -7.98066615e+13\n", + " 4.96423129e+14 1.04497661e+15 -6.84682004e+14 -1.72394986e+14\n", + " 1.88508675e+15 5.21609702e+14 1.15892448e+15 -1.55968053e+15\n", + " 1.48685914e+15 -1.11923016e+15 -1.56648493e+15 7.07432260e+14\n", + " 7.64340128e+14 6.97831894e+14 -1.98922771e+15 8.71545649e+14\n", + " 2.11845561e+15 1.54964365e+15 -1.27938452e+15 -6.07543926e+14\n", + " 2.30350720e+13 -1.47199996e+15 -8.42501281e+14 -2.24123896e+15\n", + " 1.14374472e+15 5.51674780e+14 1.62689147e+15 -1.58582331e+15\n", + " 5.97023010e+15 -2.05880191e+15 -7.67832354e+14 3.19590359e+14\n", + " -2.09085350e+14 1.35105747e+15 1.23162513e+14 4.91217882e+14\n", + " 6.50929742e+14 1.42705206e+15 -2.52809008e+14 -1.48196424e+15\n", + " 9.94581272e+13 1.18841728e+15 1.74721806e+15 6.36321918e+14\n", + " 1.61968443e+13 -8.80048703e+14 1.71384917e+14 -1.33669647e+14\n", + " -1.03218369e+15 -7.64195644e+14 9.73266696e+14 -2.13680406e+14\n", + " -1.81436486e+15 -1.53566688e+15 -8.26534543e+13 1.14758055e+15\n", + " -5.33214995e+14 1.96703311e+15 1.15572648e+15 1.04728711e+14\n", + " -9.69652004e+14 3.03590649e+14 -1.27206660e+14 -6.47700645e+14\n", + " -2.57283683e+15 6.74687622e+14 -2.11664923e+14 3.80625611e+15\n", + " -2.13390734e+14 1.27075750e+15 1.38327904e+15 4.25220492e+13\n", + " -2.19473690e+13 -8.78522344e+14 -6.72903341e+14 -1.45062657e+14\n", + " 7.13939778e+14 -7.21557115e+14 8.23849186e+14 9.25285927e+14\n", + " -1.59616819e+14 5.13961107e+14 -8.43742776e+13 -2.85905432e+14\n", + " -1.35925750e+15 4.40641253e+14 -1.22775857e+15 1.08794357e+14\n", + " 1.30499440e+14 -7.42688889e+14 -1.05241816e+15 2.55494869e+14\n", + " -9.85172249e+14 -3.68551689e+13 -9.44230082e+13 1.56873065e+15\n", + " -3.24017305e+14 1.69380869e+14 3.78109943e+14]\n", + "Found 3068 total galaxies in catalog for cluster 2678\n", + "[-2.48291919e+15 3.58325592e+15 1.98706130e+14 ... 4.70434671e+14\n", + " 9.61785497e+13 3.42119433e+14]\n", + "Found 722 total galaxies in catalog for cluster 4643\n", + "[-6.10171816e+14 -1.08471463e+15 -2.21196630e+15 2.00353886e+15\n", + " -6.10463193e+15 8.96564122e+14 8.82717452e+14 -4.00409096e+14\n", + " -4.54966709e+15 6.87843518e+14 -3.88795067e+15 -1.92027011e+15\n", + " 1.49151429e+15 4.40400089e+15 2.41060522e+13 3.52704706e+15\n", + " -7.23279933e+14 -2.26818932e+15 1.82940062e+14 2.88046176e+15\n", + " 1.79265489e+15 -1.99801446e+15 -5.35236018e+14 -4.82349822e+15\n", + " -1.19599143e+15 -1.33250602e+15 -3.25056303e+15 3.07437935e+15\n", + " -1.81715063e+15 4.68151992e+15 -1.33677818e+15 -1.25807045e+15\n", + " -1.23057604e+15 5.58586572e+15 -1.43414895e+15 3.16999863e+15\n", + " -2.12840059e+14 -7.89501606e+14 -1.65979310e+15 -5.30716123e+14\n", + " 7.92322156e+14 -9.62513250e+14 1.51281106e+15 9.36904275e+14\n", + " -4.49879190e+15 3.41453603e+14 1.51880042e+15 1.67663310e+15\n", + " 2.57652204e+15 -2.92769625e+15 1.79833944e+15 -1.73138475e+15\n", + " 3.43100651e+14 1.52361154e+15 -1.92158566e+15 8.29461390e+14\n", + " -1.57158307e+15 -2.68199833e+15 -1.14063062e+13 2.82190151e+15\n", + " -3.75295604e+15 1.35087680e+15 6.70298466e+14 1.83640603e+15\n", + " 5.34641976e+14 -1.65946638e+15 1.74073099e+15 8.36185756e+14\n", + " -4.94088507e+14 -2.33821985e+13 -2.57056140e+15 6.02531444e+14\n", + " 5.25729104e+15 7.77598973e+14 -1.80934426e+15 -2.55683802e+15\n", + " -9.60039994e+14 -8.50041618e+14 9.43869425e+13 3.03281283e+15\n", + " 3.66218118e+15 -4.22080188e+15 -2.72988538e+14 1.53257881e+12\n", + " -6.09067213e+14 -3.19336741e+15 -2.41396150e+15 4.68515442e+14\n", + " 1.38067990e+15 -4.87259767e+15 -1.38243616e+15 -6.29314397e+14\n", + " 1.01082350e+15 1.25548263e+15 -2.42722638e+15 5.96116228e+14\n", + " -2.78051975e+15 4.51725483e+15 7.81208004e+14 -3.19516206e+14\n", + " -1.22785733e+15 2.40122914e+15 1.13536927e+15 -2.18815096e+15\n", + " -4.88382310e+14 -7.58336683e+13 -2.32149521e+15 8.90218899e+14\n", + " -6.06503664e+14 -5.15922356e+14 1.43274187e+15 1.15170039e+15\n", + " -1.51447401e+15 -1.93626571e+15 4.84160665e+14 2.62131970e+14\n", + " -1.86907316e+15 -5.99413809e+15 1.05448405e+15 1.72864933e+15\n", + " 2.53896533e+15 1.45773802e+14 -1.59281153e+13 -1.17244931e+15\n", + " 1.20455185e+15 9.33679093e+14 1.29939541e+15 -5.05628958e+15\n", + " -1.33978575e+15 -3.51518404e+15 2.21778160e+15 -3.28125404e+15\n", + " -1.53317872e+15 -2.32414920e+15 -3.17075771e+14 -1.95033025e+15\n", + " 1.04259446e+15 1.99467725e+15 2.67727940e+15 -6.23329482e+14\n", + " -2.13960360e+15 -8.07775344e+14 1.93542365e+15 -2.23948222e+15\n", + " -3.24970406e+15 -2.51974828e+15 -4.67961265e+15 -1.30306755e+15\n", + " 4.49609527e+15 -1.11607106e+15 1.66287996e+15 2.15205271e+15\n", + " 2.73521965e+15 2.06628703e+15 -1.91329093e+14 6.40587205e+14\n", + " -2.57213384e+15 -6.21462534e+14 -1.25480711e+15 -2.95696102e+15\n", + " 1.11513858e+15 -7.42542724e+14 1.16756191e+15 1.44080276e+15\n", + " 4.03308486e+14 9.24311691e+14 -3.68271973e+14 4.18441316e+14\n", + " 1.64394850e+14 1.24963154e+15 -1.24272243e+15 -5.01353757e+14\n", + " 1.63303245e+15 9.38378378e+14 -3.32025389e+14 -3.43720115e+14\n", + " -9.89568860e+13 3.47360087e+15 1.07009748e+15 2.20958447e+15\n", + " 2.04962531e+15 -8.29401494e+13 -1.95689454e+15 1.37007611e+14\n", + " 7.39601755e+14 2.33228742e+15 -4.04714408e+15 2.16882754e+14\n", + " 4.29963517e+15 1.42877282e+15 1.96737949e+14 6.06840901e+15\n", + " 3.05204733e+15 5.12059162e+15 2.39372070e+15 2.30033424e+15\n", + " -4.81098150e+15 -1.27724947e+15 1.36042088e+15 1.52593534e+15\n", + " -1.27256812e+15 1.75087816e+15 1.44697377e+15 -9.30403791e+14\n", + " 2.23843598e+15 2.40996670e+15 1.62968569e+15 3.66491617e+15\n", + " 2.13750801e+14 -5.59995149e+14 -1.91049114e+15 1.44818352e+15\n", + " 8.40498635e+14 -1.63104880e+15 -1.09714638e+15 -9.38301616e+14\n", + " -1.10475765e+15 -7.10873370e+14 4.97310150e+14 -8.01792175e+14\n", + " -5.40529512e+15 8.55805227e+14 -8.55092597e+14 -1.82298607e+14\n", + " 1.28935640e+15 4.35216561e+14 1.70917530e+15 -1.22232233e+15\n", + " 3.39615621e+14 -9.96514136e+13 4.35742564e+13 -1.04156211e+15\n", + " 1.71571219e+15 7.43916595e+14 1.28803122e+15 -7.26037886e+14\n", + " 2.20804984e+15 -1.26523899e+15 1.06156916e+15 -1.23419199e+15\n", + " 8.83043245e+14 -9.81001288e+13 -2.39662121e+15 -1.37623535e+15\n", + " -2.67959935e+15 -1.98440974e+15 2.66850971e+14 -9.14946745e+14\n", + " -5.44104189e+14 -1.64151264e+15 -4.22614466e+15 1.27533431e+15\n", + " -1.26058291e+15 3.33460115e+15 -9.70999654e+14 1.01683379e+14\n", + " 4.38238760e+13 -3.19361020e+14 -9.05996476e+14 1.17808428e+15\n", + " -1.20452004e+15 -3.99329972e+14 1.61246119e+15 -1.63867372e+15\n", + " -5.72979319e+14 9.29042916e+14 1.71775006e+15 1.42408706e+15\n", + " -1.61103081e+15 2.18380727e+15 -1.03396192e+15 -2.62572208e+14\n", + " 9.85110838e+13 -3.86564704e+14 -1.31252518e+15 -7.62247230e+14\n", + " -2.45289604e+14 2.92885156e+13 2.78115558e+15 3.33863921e+15\n", + " -9.74223702e+14 1.02680972e+15 1.66286797e+14 -7.29148393e+13\n", + " -1.32211223e+15 3.51581177e+13 -4.97696372e+14 -6.99808117e+13\n", + " 6.62980927e+14 5.15869878e+14 -4.14868108e+14 -3.15953671e+13\n", + " -1.80669927e+15 9.97804087e+14 -1.50838623e+15 5.21316603e+13\n", + " -4.81142648e+14 8.94411617e+14 5.44014511e+13 1.72674302e+15\n", + " -6.95474256e+14 1.94680585e+15 -2.19005490e+15 2.14581732e+15\n", + " -3.16503548e+14 -2.20650315e+15 3.82262167e+14 -2.40358316e+14\n", + " -2.73591565e+14 -1.24637362e+15 -4.80994330e+15 -1.81874876e+15\n", + " 1.92003407e+15 -6.94007235e+14 6.19330555e+14 -1.74450350e+15\n", + " 2.56667559e+15 1.76225977e+15 7.38915917e+14 6.76417450e+15\n", + " -7.61654987e+13 5.68552820e+13 -1.05232801e+15 1.24570219e+15\n", + " -4.19403190e+14 -1.50965974e+15 8.25224393e+14 1.71066577e+15\n", + " 1.07911116e+15 -1.98158738e+15 -3.15614705e+14 -1.32649305e+15\n", + " -1.47868117e+15 6.69050843e+14 -1.09919004e+15 1.36832990e+15\n", + " -1.68168194e+15 -1.97764306e+15 2.30544065e+15 1.28035487e+15\n", + " -5.58106683e+14 5.05489210e+14 1.25118535e+15 -2.70144452e+15\n", + " -2.16699956e+15 1.07240469e+15 -8.77768710e+13 7.97135571e+14\n", + " -2.17435260e+15 -6.82175495e+13 2.19171768e+14 -1.73075008e+15\n", + " 6.17899860e+14 1.16398056e+15 3.13033384e+14 7.27978292e+14\n", + " -8.00887204e+14 -2.58576606e+14 -2.48990328e+14 -9.16175722e+14\n", + " -1.41391028e+14 -1.85863783e+15 -1.37234943e+15 1.95971283e+15\n", + " -3.12918133e+14 -2.69082318e+15 1.37917374e+15 -1.72231923e+14\n", + " 5.03265979e+15 6.12902791e+14 -8.11879206e+14 1.94063319e+15\n", + " 1.72005676e+15 6.14154190e+14 -2.49839439e+15 -1.05544535e+15\n", + " -9.42714566e+14 5.57231070e+14 2.26330608e+15 -7.72836473e+14\n", + " 1.51545354e+15 2.96387376e+15 -3.89184182e+14 -1.31708035e+15\n", + " 1.46746251e+14 -1.37742216e+15 -4.26953222e+14 -6.39999851e+14\n", + " 9.05467547e+14 -2.58968225e+14 3.87870517e+15 1.85809886e+15\n", + " 1.37958297e+15 2.84994382e+15 1.03458317e+14 7.45855080e+14\n", + " 1.04967819e+15 2.91838682e+14 -6.93211021e+14 -8.90319069e+14\n", + " 1.27625908e+15 1.33045159e+15 8.65209142e+14 3.61102363e+15\n", + " 1.54096472e+15 1.18819904e+15 5.00619568e+14 1.60933437e+15\n", + " -2.08563616e+15 1.66438454e+15 2.62860289e+15 -5.72268379e+14\n", + " -2.72770010e+14 -3.94916758e+14 -4.03196525e+14 2.49167076e+15\n", + " 1.65909275e+15 -1.17520805e+15 -3.99671775e+14 -2.09825461e+14\n", + " -9.28415852e+14 3.12163119e+14 4.25002558e+14 7.04000768e+14\n", + " -3.47936590e+14 -9.38290548e+14 -2.01453703e+14 3.59214184e+14\n", + " -8.22556654e+14 5.59928017e+14 2.10286462e+15 9.09638837e+13\n", + " -7.76107214e+14 -3.72005817e+13 -1.33992815e+15 1.21063419e+15\n", + " 1.90943916e+15 2.52443434e+15 -1.19303154e+14 -7.50433235e+14\n", + " -7.69984586e+14 1.72814764e+15 -1.67281009e+15 1.21396812e+15\n", + " 2.82238578e+15 1.34450944e+15 4.87818602e+14 -4.00007377e+15\n", + " 3.69575440e+14 -8.37766177e+14 -8.76601048e+14 3.58275717e+14\n", + " 1.37921712e+15 1.93358361e+14 8.59069761e+14 8.01518537e+14\n", + " 2.75702985e+14 8.79326284e+14 -6.00249846e+14 -7.33962473e+14\n", + " 2.08849120e+14 3.51831406e+14 -5.02582479e+14 -1.44601339e+15\n", + " 1.06268060e+15 9.73420530e+14 -6.70398338e+14 -1.16492834e+15\n", + " -9.30065683e+14 1.28462902e+15 -2.26048007e+15 3.15062455e+14\n", + " -5.55316780e+14 3.72890320e+14 -5.55320115e+14 -3.73432286e+14\n", + " -1.66677180e+15 -9.89935520e+14 6.03225500e+14 -1.64231361e+15\n", + " -1.82506378e+15 -1.69247357e+15 7.10129033e+13 -2.30473695e+14\n", + " -1.06826208e+15 2.90212089e+14 -1.46280552e+15 -3.40864582e+13\n", + " 9.42184147e+14 1.36728391e+15 -1.71794556e+15 -2.84921864e+14\n", + " 4.87993725e+14 4.04428354e+14 1.38685807e+14 2.46317312e+14\n", + " 1.44788119e+15 -1.03371247e+15 4.23751357e+14 -2.23146602e+14\n", + " -1.80909561e+15 -2.66319736e+14 1.86164831e+15 1.15851737e+14\n", + " 1.43828212e+15 1.03201557e+15 -8.51335424e+13 4.37619352e+14\n", + " -1.69531418e+15 8.73962931e+13 -1.57076816e+15 -3.00962084e+14\n", + " 6.79398606e+14 1.22308222e+15 -5.88985873e+14 1.63054809e+15\n", + " 8.07522868e+14 -2.99355756e+13 -5.93451359e+13 -3.13695688e+15\n", + " -3.00666129e+14 -5.65966433e+14 1.93984570e+14 -2.78477900e+15\n", + " 1.65734926e+14 1.62538367e+14 8.41490768e+14 2.58337098e+15\n", + " 1.85470153e+15 -3.94960748e+14 -7.38198076e+13 1.00962049e+15\n", + " -3.69322574e+14 9.43153962e+14 1.25857530e+14 -7.18333234e+14\n", + " -7.83902223e+13 -1.96738804e+15 -1.66043815e+15 -1.41822576e+15\n", + " 1.39163960e+15 -1.47420436e+15 -1.00149238e+15 -1.12171602e+15\n", + " 1.43397402e+15 -2.46251551e+15 -7.58172774e+14 -1.70479403e+15\n", + " -9.73547128e+14 -9.67759936e+13 6.04785097e+14 5.26430411e+14\n", + " -9.59457734e+14 9.97965317e+13 -4.39424418e+14 5.81766943e+14\n", + " 1.23169946e+14 1.76628818e+15 1.13287651e+15 3.25804794e+14\n", + " -2.32938704e+15 1.01506361e+15 -1.21294797e+15 -4.16970089e+14\n", + " 3.08722200e+14 6.33877842e+13 -1.40404661e+15 -1.41798410e+15\n", + " 1.80342839e+15 2.94688411e+14 -8.44557615e+14 2.80207297e+14\n", + " -7.72326106e+14 6.05637627e+14 -5.97337970e+14 -1.06116541e+15\n", + " 1.18564096e+14 -1.83503111e+15 2.03686477e+15 -2.25859798e+15\n", + " -1.49096174e+15 5.11438145e+14 3.33919432e+15 -2.72990044e+14\n", + " 1.06559124e+14 -3.54047470e+14 -2.25738869e+15 4.09777485e+14\n", + " 2.26778225e+15 7.44000240e+14 2.19794673e+15 1.33955029e+15\n", + " -1.90484374e+15 1.39134958e+15 -1.36589026e+15 -1.18953912e+15\n", + " -1.88920258e+15 9.96856561e+14 -4.32179539e+14 -1.40346029e+15\n", + " 7.56600501e+14 2.39397554e+15 2.24143513e+14 1.93444037e+15\n", + " -3.55760543e+14 -6.89350185e+14 1.96863763e+15 -4.47767581e+15\n", + " 2.28614187e+14 1.28647030e+14 1.33705497e+14 6.76044519e+14\n", + " -1.82702021e+14 8.16658888e+14 1.18525752e+15 -1.36453536e+15\n", + " -6.68968415e+14 -1.20788858e+15 7.72577185e+14 9.54465629e+14\n", + " -9.02033284e+14 -8.72092743e+13 -8.36068282e+14 -4.36167493e+12\n", + " -1.36564958e+15 -1.79180924e+15 -1.71032979e+14 6.72630326e+12\n", + " 4.85116291e+14 -1.00098343e+15 -6.30808252e+13 -1.31794089e+15\n", + " 1.49336232e+15 5.72800810e+14 8.46817337e+14 -6.69984561e+14\n", + " 1.08209706e+15 -4.46591529e+14 1.41847242e+14 3.12324652e+14\n", + " -1.31585196e+15 1.52962789e+14 -5.64004498e+14 -1.45109991e+15\n", + " -8.61813099e+14 -8.27299478e+14 1.02039831e+15 3.00140350e+14\n", + " -7.74362480e+14 9.40462698e+14 -1.78103336e+15 6.17533292e+14\n", + " 4.91194477e+14 2.98732274e+14 1.84479624e+14 7.01264123e+14\n", + " 1.26539724e+15 9.37891868e+14 -4.34006644e+14 -1.48679120e+15\n", + " -4.39692316e+14 5.74177055e+14 5.43614540e+14 6.45304104e+14\n", + " -9.33395688e+14 1.47084968e+14 1.08237551e+15 4.82538496e+14\n", + " 1.01906656e+15 -1.68919274e+15 5.30058248e+14 -5.28034876e+13\n", + " 4.27585338e+15 -8.13039732e+14 -2.03172032e+13 -1.29927138e+13\n", + " 3.64000689e+14 -4.19760646e+14 1.00263868e+15 8.24888793e+14\n", + " -3.04695557e+14 6.50702053e+14 -1.65031491e+15 2.97327022e+14\n", + " -5.75991579e+14 4.04025879e+14 7.79213634e+14 6.11299109e+14\n", + " 7.22579134e+14 2.21614114e+15 4.04469065e+13 6.56458127e+14\n", + " -2.30879040e+15 6.32056868e+14 2.38060280e+14 -9.20937936e+14\n", + " 7.31873793e+14 2.93191363e+14 6.49263523e+14 8.52751632e+14\n", + " -5.68761344e+14 5.80190518e+14 2.42825277e+14 -1.86174136e+15\n", + " 3.84752036e+13 2.58855333e+14 -9.56027500e+14 3.56907899e+13\n", + " -4.37072648e+14 -1.60137043e+15 -3.27940497e+14 4.25741025e+13\n", + " 5.95415482e+14 1.67674460e+15 -1.32474466e+15 1.05423277e+15\n", + " -8.75740120e+14 9.73746189e+14 8.19309470e+14 -1.42952341e+15\n", + " 1.99841970e+13 -1.03667909e+14]\n", + "Found 244 total galaxies in catalog for cluster 5084\n", + "[-4.54034882e+15 -1.20974714e+15 2.74449519e+14 4.83128128e+15\n", + " -2.10497943e+15 -5.96236435e+14 5.93828650e+14 -6.34118364e+14\n", + " -2.07572675e+14 2.50177998e+15 1.96726361e+15 -5.69940521e+15\n", + " -2.18491693e+15 -4.16719182e+14 2.14305897e+15 -2.54694871e+15\n", + " 7.38553554e+12 -1.28543908e+14 5.94969311e+15 -5.99268918e+15\n", + " -4.74406047e+14 1.45605106e+15 1.42886542e+15 -1.78940143e+15\n", + " -2.69067411e+15 -2.11233151e+15 -1.58527535e+15 3.39436584e+15\n", + " -4.33211449e+15 2.55686359e+15 -2.78808638e+15 -1.61877323e+15\n", + " 2.81518079e+15 -4.70001360e+15 -3.26539127e+15 -4.06215303e+15\n", + " -3.67488586e+15 -5.55650062e+14 -4.31765591e+15 9.20273553e+13\n", + " 6.54821682e+15 1.01067807e+15 8.93122816e+14 -3.58965634e+15\n", + " 2.36494748e+15 3.53051480e+15 -5.91976316e+15 -8.05646059e+14\n", + " -1.50201745e+15 1.17699364e+14 7.29473751e+14 4.50244333e+14\n", + " 7.62978453e+14 -3.54077021e+15 -2.31926582e+15 -3.02594435e+15\n", + " 3.03088672e+15 -2.89012508e+15 -2.36205048e+15 7.31681772e+14\n", + " 3.99427603e+14 1.69487244e+15 7.21321651e+14 8.05439316e+14\n", + " -1.55210575e+15 1.85799370e+15 -3.03215730e+15 -1.52289012e+15\n", + " -1.17369766e+15 -1.22363897e+15 3.73993511e+15 2.13042989e+15\n", + " -1.09452375e+15 2.15478829e+14 -2.63654050e+15 -4.52639481e+15\n", + " 1.85930252e+15 1.91007904e+15 3.07905605e+15 2.84104238e+15\n", + " -3.79044592e+15 -4.99967039e+14 -9.87510270e+14 7.42451572e+15\n", + " -2.82017705e+15 -2.27374647e+15 -1.55860027e+15 -4.20902160e+15\n", + " 7.46805452e+15 -2.31542366e+14 1.23014288e+15 -1.69496203e+15\n", + " -6.89830365e+14 -1.83579799e+15 6.03441446e+14 8.77455039e+14\n", + " 1.21139428e+14 4.57041895e+14 -1.33411770e+14 1.69221846e+15\n", + " 3.32424658e+15 2.24750473e+15 -4.81064155e+14 3.58151543e+14\n", + " -1.66907513e+15 -1.31253584e+15 2.68274024e+15 2.55610256e+15\n", + " -4.36310232e+15 -4.77042566e+15 -5.02996691e+15 4.48808985e+14\n", + " -3.32511665e+14 -1.24970621e+15 -9.60514916e+14 1.38421511e+15\n", + " -1.11426154e+15 -1.68092858e+15 -4.06415438e+15 2.25763300e+14\n", + " 1.46758324e+15 1.18770998e+15 4.78510911e+14 7.00408000e+14\n", + " 2.16488283e+15 -2.09316457e+14 -1.64304365e+15 3.04360606e+13\n", + " 3.13707028e+14 -4.68639470e+14 2.53064946e+15 1.17622950e+15\n", + " -3.51481324e+14 -2.34476335e+14 1.71724986e+14 2.86384805e+14\n", + " 6.25887781e+14 8.63265171e+13 -5.37861583e+14 -1.12205497e+15\n", + " 3.67759506e+14 1.78528528e+15 1.04216243e+15 -7.81718433e+14\n", + " -4.51075610e+14 1.78476428e+14 -9.52637925e+14 6.09688594e+14\n", + " -1.84465126e+14 2.95301562e+15 1.46669710e+15 1.52982570e+15\n", + " -9.11984710e+14 -1.56226636e+15 6.44253069e+14 1.61529426e+15\n", + " 2.08140762e+15 6.58333111e+14 2.75402656e+15 -2.57226013e+15\n", + " 8.79787082e+14 1.13622885e+15 7.04701529e+14 -6.98421764e+14\n", + " 6.68832885e+14 -4.79582868e+14 1.51816184e+14 -9.36120375e+14\n", + " -1.33570433e+14 1.66402979e+14 -1.06870212e+15 -2.36454597e+15\n", + " 5.83415727e+15 6.79714814e+14 -1.48383447e+15 -2.57677867e+14\n", + " 9.12700978e+14 -1.08496777e+15 -1.02331202e+15 -1.34287229e+15\n", + " 7.27546751e+14 -1.28571202e+15 8.94933635e+14 1.91113903e+15\n", + " -2.35026686e+15 4.19103260e+14 -6.12991611e+14 -1.35465318e+15\n", + " 7.19498121e+14 4.07929602e+14 -9.60869686e+14 4.38416613e+14\n", + " 8.17085884e+14 -5.26744140e+14 8.26610385e+14 9.94255118e+14\n", + " -1.13093817e+15 1.85847882e+15 1.74595912e+15 9.28162102e+14\n", + " 1.89937284e+15 2.78164208e+14 -9.99438360e+14 8.84581052e+14\n", + " -2.02589834e+15 -3.08269712e+14 -8.40551055e+14 5.24487086e+15\n", + " -2.47523148e+15 1.09283198e+14 -3.48604615e+14 1.42430044e+15\n", + " 2.46541354e+13 4.96518808e+14 -1.13609606e+15 2.04558124e+15\n", + " 3.67541340e+15 1.56239803e+15 -7.88180052e+14 -6.78137782e+14\n", + " -1.19469142e+14 -3.94182386e+14 1.98456307e+15 -5.24369240e+14\n", + " -1.09728957e+14 1.86943251e+15 -6.58611917e+14 1.69979856e+15\n", + " -5.96301722e+13 -1.22088587e+15 3.16095965e+14 -2.07147054e+15\n", + " -5.73344817e+14 -1.01620468e+15 1.50257804e+15 -6.85237707e+14\n", + " 6.85760195e+14 -4.96746644e+14 1.39258883e+15 -3.68363340e+14\n", + " 1.64407272e+14 9.91819750e+14 -1.45172355e+15 1.04068623e+15]\n", + "Found 1803 total galaxies in catalog for cluster 4434\n", + "[-1.57890522e+15 -3.17177467e+15 -1.41479950e+15 ... 4.14418180e+14\n", + " 1.45062278e+15 -7.13722766e+14]\n", + "Found 1408 total galaxies in catalog for cluster 3939\n", + "[ 5.34008102e+14 -1.61782718e+15 -5.30107907e+14 ... -7.44420051e+14\n", + " 1.38793598e+13 -6.52196899e+13]\n", + "Found 4123 total galaxies in catalog for cluster 6139\n", + "[-1.12985380e+15 2.23087137e+15 -1.89662924e+14 ... 7.26301945e+14\n", + " 5.69075393e+14 4.37631211e+14]\n", + "Found 1196 total galaxies in catalog for cluster 4709\n", + "[ 2.88226834e+15 3.90421346e+15 -3.37213732e+15 ... -3.17756142e+14\n", + " -1.45303612e+14 -6.75438890e+14]\n", + "Found 3401 total galaxies in catalog for cluster 7121\n", + "[-9.57281308e+14 -1.14890803e+15 -5.26311601e+14 ... -5.09348451e+14\n", + " -1.92720361e+14 -4.21603958e+14]\n", + "Found 2874 total galaxies in catalog for cluster 8547\n", + "[ 3.67050207e+14 -2.17500419e+15 -5.52108051e+14 ... -6.26864844e+14\n", + " -1.58083935e+14 -3.08599408e+14]\n", + "Found 448 total galaxies in catalog for cluster 8685\n", + "[-1.00729843e+15 4.97332346e+15 -4.48123100e+15 -5.72075790e+14\n", + " -1.87400672e+15 -2.43585869e+15 7.19596906e+14 6.31408541e+14\n", + " 1.30950348e+15 -4.11486278e+15 1.23991564e+14 7.05954286e+13\n", + " -4.73929684e+14 9.51941528e+14 -2.76261187e+15 1.08703907e+15\n", + " 9.99677885e+14 2.84365317e+14 -1.15272885e+13 2.40356748e+15\n", + " 1.31185929e+14 7.01546462e+15 2.34319633e+14 1.21093105e+15\n", + " -4.31491722e+14 6.96579444e+14 9.17273539e+14 -1.93368020e+15\n", + " -1.26718379e+15 4.32683775e+15 -3.52269278e+15 7.61907348e+14\n", + " -2.94941136e+15 6.71632869e+15 -4.55375497e+15 -8.05293578e+14\n", + " -6.30850540e+15 2.55515816e+15 -1.32356996e+14 9.41989024e+14\n", + " 2.20268633e+15 -3.60927892e+15 -5.40561878e+15 -1.85235720e+15\n", + " -3.20095260e+15 3.20776191e+15 2.39134797e+15 -1.12916917e+15\n", + " -1.84899572e+15 -3.49713185e+13 5.64009275e+15 2.17443422e+15\n", + " -3.47089974e+15 7.48718153e+15 3.40355703e+14 5.27408718e+15\n", + " -1.87945574e+15 1.72050946e+15 -5.54786214e+15 -7.82189384e+15\n", + " 2.66741179e+15 -6.29871502e+14 -5.33170491e+13 -1.23553054e+15\n", + " -4.05163773e+15 -5.98794922e+15 -2.59031652e+14 -1.26846479e+14\n", + " 1.27641924e+15 -3.38105448e+13 -2.34760556e+15 -7.88140016e+14\n", + " 1.26619904e+15 -2.00826989e+15 -3.23104126e+15 -1.82677292e+14\n", + " 2.81518766e+14 8.39381810e+15 6.08853449e+15 1.88151274e+15\n", + " 5.04931096e+15 2.18032882e+14 2.93129031e+15 2.11575925e+15\n", + " -2.52672889e+15 6.61510322e+15 -8.37528402e+14 -3.90366281e+14\n", + " -3.53580415e+14 -3.63401519e+15 -8.89612918e+14 -2.06013187e+15\n", + " 2.83869253e+15 2.40035022e+15 4.32681080e+14 5.17945906e+14\n", + " -1.96085795e+15 4.32007370e+15 3.19725098e+15 -3.66517996e+15\n", + " -2.33348027e+15 3.82551701e+14 -1.70250413e+15 6.11351625e+14\n", + " 2.08982938e+15 -4.43383211e+13 -3.29448996e+15 -9.45999082e+14\n", + " 3.02431266e+15 9.16700732e+14 -1.01002755e+15 6.01258201e+15\n", + " -4.57231368e+14 -5.41697971e+14 -2.57775308e+15 -3.52656855e+14\n", + " 1.67847951e+15 7.06157147e+15 5.30570335e+15 3.95381778e+14\n", + " 2.04924589e+14 -4.62403119e+15 9.82266775e+13 -2.24398496e+14\n", + " 2.72309440e+15 1.32223203e+15 1.54847144e+15 6.77184162e+14\n", + " 1.90934826e+14 -1.07654326e+15 2.01516130e+15 7.36543655e+14\n", + " 9.26655867e+14 1.87719425e+15 2.10611615e+15 3.01485982e+14\n", + " -2.73891540e+15 -4.81959949e+14 6.95857354e+14 -6.01252534e+14\n", + " -2.90730786e+15 2.38107656e+14 -1.17697639e+16 -1.58575665e+15\n", + " -2.27375102e+15 -1.45079038e+15 -3.68831762e+14 -3.31143169e+14\n", + " 3.87210595e+14 -1.55997372e+14 -1.78737585e+15 -3.36403711e+15\n", + " -2.06812407e+14 -3.55321286e+14 2.87032680e+13 -9.94225492e+14\n", + " 2.78500937e+14 -9.87630471e+14 1.85186874e+15 -1.96889546e+14\n", + " -3.35157357e+15 1.74269613e+15 2.69270200e+15 -2.06808887e+15\n", + " 1.80160087e+15 -1.84073779e+14 -1.69065676e+15 -3.06663913e+15\n", + " 1.76113802e+15 -2.71147887e+14 -9.22223634e+14 -1.98118869e+15\n", + " -5.28913784e+14 1.22658149e+15 -3.89633932e+15 1.84071178e+15\n", + " -1.04781552e+15 -1.32243522e+15 1.90598049e+14 1.53223979e+15\n", + " -2.52964703e+15 3.33145937e+15 2.00805075e+15 3.79500322e+15\n", + " 1.24902644e+15 -2.64362841e+15 -1.34401250e+15 -2.00343090e+15\n", + " -1.42027273e+15 1.37836322e+15 -3.34942437e+14 2.67201219e+15\n", + " 1.69754765e+15 -8.51561108e+14 2.65099799e+14 2.57012444e+15\n", + " 1.18221349e+15 -9.18099583e+13 -1.38984521e+15 1.32619386e+15\n", + " 1.32736309e+15 -2.92714366e+15 -1.53382773e+15 1.49867012e+15\n", + " -4.25610188e+15 1.24997251e+15 1.35125425e+15 -1.92313301e+15\n", + " -8.23160571e+14 1.28447197e+15 -2.78113711e+15 -8.74406291e+14\n", + " 9.44429880e+14 9.18214925e+14 -4.45570938e+14 4.43235583e+14\n", + " 1.35439184e+15 2.14306061e+15 -1.32758758e+15 2.85165635e+13\n", + " -1.15563379e+15 -5.22568805e+14 -4.45537186e+14 -3.46842986e+15\n", + " 4.61377088e+14 2.39770671e+15 -2.13598357e+13 -7.02057949e+14\n", + " -1.41174531e+14 -1.99932957e+15 1.21288209e+15 4.10578455e+15\n", + " -2.00614743e+14 -3.17126883e+15 3.24821158e+15 -3.81906731e+14\n", + " 7.28671040e+14 -4.04207672e+14 2.33301527e+15 -2.56190103e+15\n", + " -1.12935471e+15 -2.30221517e+15 2.36924266e+15 -8.77069793e+14\n", + " -4.01538066e+14 -4.38444757e+14 6.59577435e+13 1.79560830e+14\n", + " -2.20684457e+15 -2.90797275e+14 1.07430457e+15 8.50848569e+13\n", + " -3.37410866e+14 -2.14458330e+15 7.88994506e+14 4.49504279e+14\n", + " -2.28075526e+15 1.05594174e+15 4.95931237e+14 5.53436164e+13\n", + " -2.36575128e+15 3.05918928e+14 -4.36818970e+15 6.98676139e+14\n", + " 3.56922247e+15 1.34417262e+15 3.09422286e+14 2.21920803e+15\n", + " 6.63800060e+13 1.68155614e+15 1.67902434e+15 3.08721619e+15\n", + " -1.07821915e+15 -6.46929396e+14 -9.36208143e+14 1.06911925e+14\n", + " -4.03697405e+15 -6.87392146e+14 2.38625678e+15 1.36039637e+15\n", + " -3.59620519e+14 -5.01178766e+14 -5.25666262e+14 -1.20048509e+15\n", + " -1.97869643e+15 -5.63292535e+14 -1.67725759e+15 -6.23112781e+14\n", + " 4.21153221e+14 2.70864826e+14 8.07189603e+14 1.00719436e+15\n", + " 2.40264637e+14 8.80635496e+14 1.56133178e+15 1.78605667e+15\n", + " -2.42035047e+15 -1.44738785e+15 2.63249979e+15 1.13890131e+15\n", + " -3.18545427e+14 -4.64684960e+14 -2.09850226e+15 -1.30044744e+15\n", + " -8.63453314e+14 -1.56350711e+15 -5.90651833e+13 -1.45359407e+15\n", + " -7.58591943e+14 4.67705095e+14 -3.61962983e+14 4.93701835e+15\n", + " -6.97556853e+13 2.30745175e+15 6.14902659e+14 -3.37723332e+13\n", + " 2.43984815e+15 3.04058120e+15 -2.05669604e+15 4.71001118e+14\n", + " -2.47230010e+15 -2.63988529e+15 3.77104698e+14 -1.28718326e+15\n", + " -1.16919935e+15 7.57883055e+14 3.36178729e+14 -1.81998805e+15\n", + " 1.48047245e+15 -1.49843665e+15 1.92386514e+15 1.00129698e+15\n", + " -3.80004795e+15 6.03155313e+14 -9.00011693e+14 2.42776925e+15\n", + " -2.23090141e+15 -8.40516908e+14 2.21494126e+15 -1.35293176e+15\n", + " -5.52330619e+14 -2.64533186e+14 1.46873914e+15 -1.02972558e+15\n", + " 1.76481919e+15 1.62258325e+15 2.41330973e+14 1.54936952e+14\n", + " 8.95205249e+14 1.07860640e+15 -4.08641264e+14 -1.13428123e+15\n", + " 1.20347615e+15 4.26406874e+14 2.09877588e+15 -2.99741205e+15\n", + " 2.76383836e+14 1.19677611e+15 -5.18037061e+13 3.40120081e+15\n", + " 8.55080261e+14 2.33657601e+14 1.12854953e+14 1.32417067e+14\n", + " -3.40375549e+15 -7.98438603e+14 1.07263563e+15 -4.20137075e+14\n", + " -2.35815972e+15 9.61755457e+14 4.69381219e+14 4.04964284e+14\n", + " -3.35408529e+15 2.31323417e+15 1.05781822e+15 -9.51033852e+14\n", + " -1.41612379e+15 2.58755800e+15 -8.09052766e+14 5.81973241e+14\n", + " -4.62413778e+14 -1.40800500e+15 1.84616532e+15 5.10545601e+14\n", + " -5.56657863e+15 -3.37666580e+14 4.76455735e+14 -4.12905625e+14\n", + " 6.61101919e+14 -1.97471221e+14 2.20071997e+15 -1.59451515e+14\n", + " -2.04747657e+15 -1.47183491e+15 -1.97771869e+15 -1.81985132e+15\n", + " 1.33270843e+15 7.97078683e+14 2.41907553e+15 -1.22249781e+15\n", + " -3.10713941e+14 1.54095509e+15 9.38122274e+14 1.75776143e+14\n", + " -3.85956855e+15 1.07979122e+14 -3.15483208e+14 -9.06474537e+14\n", + " 9.39765815e+14 6.07559627e+14 2.43052102e+15 3.98782837e+14\n", + " 1.63118982e+15 2.97446095e+14 4.52549682e+14 -5.20985574e+14\n", + " -4.51072932e+13 -1.13628268e+15 1.10320424e+15 8.48584930e+14\n", + " 1.04630262e+15 -1.27043653e+15 6.90257359e+14 -1.29064732e+15\n", + " 5.60467489e+14 3.42497753e+14 -7.37891104e+14 -5.95754115e+14\n", + " -1.51608856e+15 7.72271704e+14 2.49635819e+15 9.63270514e+14\n", + " -6.79286946e+14 -6.42313809e+13 -1.75799819e+15 2.29259299e+14\n", + " 1.36521966e+15 1.19245434e+15 -5.14929907e+14 2.81894904e+14\n", + " -3.24822514e+14 2.33133164e+14 -7.15342865e+14 -1.81661591e+14\n", + " -1.17198672e+15 8.02781789e+14 3.59301528e+14 1.21366252e+15]\n", + "Found 354 total galaxies in catalog for cluster 8995\n", + "[-5.61856096e+14 2.22290898e+15 -2.29108211e+15 -4.82773058e+15\n", + " 1.26603576e+14 -5.70686032e+15 -2.55147544e+15 -2.45225648e+15\n", + " 2.83926157e+15 2.47501574e+15 9.77457792e+14 -1.24399118e+15\n", + " -1.55220042e+15 1.31498207e+14 -2.40538550e+14 -5.44444179e+14\n", + " -8.67306726e+14 -1.00097043e+15 6.07072064e+14 1.67836825e+15\n", + " -3.44488549e+14 3.69980455e+15 -5.04699505e+14 -1.57460917e+14\n", + " -2.34819029e+14 -3.90415704e+15 -3.38567344e+13 -1.24252839e+15\n", + " 1.82095039e+15 -2.73715484e+15 1.67660686e+15 -2.50009134e+15\n", + " 1.22474903e+15 4.18956854e+15 2.79724303e+14 5.92004011e+13\n", + " 1.54857593e+15 1.33775671e+15 -1.53457474e+15 -2.51983778e+15\n", + " 1.70083469e+15 3.78252508e+15 2.30019495e+15 -4.23899407e+15\n", + " -2.26608937e+15 -7.14172050e+14 -9.89442254e+13 4.50089762e+15\n", + " 1.70455956e+15 2.43929968e+15 7.20616506e+14 1.04874147e+15\n", + " 2.93750572e+15 -1.10430838e+15 -4.23687409e+13 -1.67929571e+15\n", + " -5.21190846e+13 2.02664471e+15 1.34426221e+14 3.16677285e+14\n", + " 1.85468882e+15 -3.50113622e+15 1.07576882e+14 1.16355872e+15\n", + " 1.03122175e+15 9.34895023e+14 -6.78800580e+14 1.81375844e+15\n", + " 1.56962389e+15 -6.59182338e+14 2.59500556e+15 1.70184806e+15\n", + " 6.27678166e+14 3.25562676e+15 -3.60056166e+15 -1.43397309e+14\n", + " -1.99527653e+15 -1.02413489e+15 1.12870043e+15 -3.80176267e+15\n", + " -9.99460833e+13 -1.91392398e+15 -7.94776350e+14 3.85268696e+15\n", + " -2.54179172e+14 -1.00833403e+15 4.14925783e+14 -1.38792597e+15\n", + " -1.63392890e+14 1.57645776e+15 -2.71628848e+15 -1.00399921e+15\n", + " -1.44662518e+15 5.59967465e+15 -2.48504124e+15 -2.44506305e+15\n", + " -2.05094746e+15 4.62122851e+14 5.94592170e+14 1.44311811e+15\n", + " -2.15440218e+14 -1.27492864e+15 -4.05262275e+14 -2.67924501e+15\n", + " -3.51806158e+15 1.87730087e+15 6.95100572e+13 1.78080288e+15\n", + " 5.64019105e+15 1.96536539e+15 3.43208246e+15 1.04434893e+15\n", + " -3.39034254e+15 -4.45765299e+14 2.33385736e+15 6.71226090e+14\n", + " 6.14991831e+14 4.64069724e+13 -5.05224938e+14 -3.34605445e+15\n", + " 2.98127484e+15 9.85281510e+13 9.39461665e+14 -2.23429518e+15\n", + " -4.09076181e+14 -2.17018193e+15 -2.65520853e+15 -3.23454982e+14\n", + " -1.44870144e+15 2.79620370e+15 5.93593715e+14 -3.08752574e+14\n", + " 1.56038776e+15 -9.08625016e+14 -2.86748829e+14 -5.45100768e+13\n", + " -6.14379921e+14 -9.43338050e+14 2.64994988e+13 5.38825204e+14\n", + " 4.70779995e+14 -1.64899375e+15 1.90802646e+15 1.78378081e+15\n", + " -9.31916273e+14 -1.90187463e+15 -1.07213011e+15 2.11781080e+15\n", + " 1.45613020e+15 -5.19674659e+14 1.60839284e+15 -9.17003838e+14\n", + " 3.99144530e+12 -2.00681127e+15 8.72460948e+14 1.28573660e+15\n", + " 3.54958563e+15 4.89864603e+14 -2.07556220e+15 1.61529580e+15\n", + " 1.96804307e+15 -2.37781227e+15 1.30102164e+15 1.22709003e+15\n", + " -1.29681627e+15 2.05045575e+14 9.92068708e+14 1.29929568e+15\n", + " 2.00717618e+15 -9.73402015e+14 -3.84816580e+14 -9.07688198e+14\n", + " 8.27666153e+13 4.35525513e+14 9.27211554e+14 -1.87168289e+15\n", + " 9.72735835e+14 -4.35178979e+15 8.16501080e+13 1.75272397e+15\n", + " 3.32853754e+14 -8.56741132e+14 -6.99704780e+14 -7.88746082e+14\n", + " 7.08659346e+14 1.99149541e+15 -1.53339442e+14 9.43166815e+13\n", + " 1.92616237e+15 -2.55603191e+13 2.24939313e+14 -4.39787533e+14\n", + " -1.59945281e+15 5.90484363e+14 1.68558369e+15 -2.68195413e+15\n", + " 1.58014766e+15 -6.61424979e+14 3.53018837e+15 1.03565676e+14\n", + " 3.77784304e+15 -4.12014952e+13 -1.32084477e+15 -1.46699207e+15\n", + " -1.64711079e+15 -3.93674134e+14 8.73520858e+14 -9.89463307e+14\n", + " -1.46967078e+15 1.62953775e+15 -3.48888095e+15 -4.02042309e+15\n", + " -5.03982744e+14 -1.41134156e+15 -9.10038671e+14 -6.57292813e+14\n", + " 2.06573527e+14 1.12896259e+15 3.57723139e+15 -1.15347889e+15\n", + " 4.84287679e+14 1.85890333e+15 1.26674464e+14 1.14631548e+15\n", + " 1.93597188e+14 -8.52314129e+14 1.28229305e+14 -1.84470915e+15\n", + " 1.94632861e+15 -2.40678253e+15 -2.17572420e+15 3.65676103e+15\n", + " 1.18336407e+15 -4.20676961e+14 9.29719446e+14 1.08712283e+15\n", + " -1.20359944e+15 9.39763456e+14 9.68131343e+14 9.51637400e+14\n", + " 3.25431070e+13 1.25668779e+15 7.80115298e+14 -2.93851469e+15\n", + " -3.90045530e+14 8.14745715e+14 3.96303574e+14 1.35735966e+15\n", + " -5.86913125e+14 2.11457193e+15 9.59954228e+14 -2.23099296e+14\n", + " -1.32480114e+15 8.02356376e+14 3.52241426e+15 7.66490983e+13\n", + " -6.61590769e+14 -3.34713788e+14 2.54200277e+14 2.27774077e+15\n", + " -3.19574139e+15 -1.84206279e+15 2.49397977e+15 -4.78451454e+14\n", + " 1.40197955e+15 4.01505402e+14 4.99203764e+14 -1.38686202e+15\n", + " 3.42850134e+15 2.50855900e+14 2.16218827e+14 -6.62646637e+13\n", + " 6.55065112e+14 -7.97326548e+14 -2.67805196e+15 -1.35209794e+15\n", + " 2.90954647e+15 -2.36099202e+14 2.69781443e+14 -1.84688258e+14\n", + " 1.37412653e+14 -1.89807243e+15 -9.07602788e+14 -2.93079437e+14\n", + " 6.02311984e+14 8.84951354e+14 -1.30037602e+15 1.41663673e+14\n", + " -1.65311871e+15 3.52052470e+14 1.12656555e+15 -8.79461406e+14\n", + " 1.41483127e+15 1.85471281e+14 -4.05258264e+14 -1.44953295e+15\n", + " -1.98282233e+14 -1.20144139e+15 8.03570994e+13 1.29933078e+15\n", + " -2.12738449e+15 5.19260753e+14 1.43250933e+15 -5.24383578e+14\n", + " -4.61446894e+14 6.56232319e+14 -9.14466959e+14 -1.15444883e+15\n", + " -7.14918235e+14 1.54727995e+15 9.94139888e+13 -8.82489161e+14\n", + " 8.87179046e+14 5.04868654e+15 -1.37116794e+15 5.69553860e+14\n", + " -1.28296014e+14 -4.97871397e+14 8.66596470e+14 6.43096989e+14\n", + " 1.42674916e+15 -7.12821513e+14 -3.79002441e+14 4.71007309e+14\n", + " 1.81813391e+15 1.19010956e+15 1.33054622e+15 8.17356977e+14\n", + " 1.75600738e+15 1.90791475e+15 4.50535010e+14 1.67112242e+13\n", + " 1.53291138e+15 -1.27699342e+15 -5.41491453e+14 9.35079925e+14\n", + " -7.81328952e+14 6.47178600e+14 3.50391809e+14 -2.37093822e+15\n", + " -4.85656473e+14 -7.83642377e+14 -1.40425270e+14 -4.95421603e+14\n", + " -3.43050322e+14 -9.12261666e+14 8.94951857e+13 5.26022085e+14\n", + " 5.52764468e+14 1.85529063e+14 -7.02817571e+14 2.20893865e+15\n", + " 7.76665775e+14 -9.41021070e+14]\n", + "Found 3085 total galaxies in catalog for cluster 7698\n", + "[-2.46739241e+15 1.44888168e+15 -1.02704537e+15 ... 1.08381682e+15\n", + " 6.89982225e+14 -4.27895076e+14]\n", + "Found 5985 total galaxies in catalog for cluster 10999\n", + "[-3.05001878e+15 -2.24331085e+15 -6.57589382e+14 ... 1.04084770e+15\n", + " 4.48371987e+14 3.20214091e+14]\n", + "Found 444 total galaxies in catalog for cluster 9029\n", + "[-2.30410452e+15 1.75727402e+15 -1.51311670e+15 1.06163162e+15\n", + " -3.26951013e+15 -9.32363580e+14 1.03398760e+15 -4.52410295e+15\n", + " 2.16057800e+15 1.15240461e+15 -6.13527899e+15 -8.44495648e+14\n", + " -6.57815553e+15 -1.85513385e+15 -3.13735467e+15 -8.66511431e+14\n", + " -3.22285661e+15 2.33063973e+15 -9.98537410e+14 8.56317687e+14\n", + " -1.65137478e+15 -1.25804106e+14 3.29451680e+15 -3.23021119e+15\n", + " 2.61629839e+15 6.29497163e+14 1.35036429e+15 5.41998788e+15\n", + " -3.27646332e+14 7.65790736e+14 4.03454651e+14 -6.41030138e+14\n", + " -1.58703316e+14 -2.39625580e+15 -7.81622795e+14 4.34780889e+15\n", + " 1.74080256e+15 -2.99459602e+15 1.32281276e+13 7.82465582e+14\n", + " 1.91871688e+15 6.49211521e+14 -1.77422682e+14 2.57775892e+13\n", + " 2.01110606e+15 -2.98714527e+15 -1.42519034e+15 2.50438768e+15\n", + " 1.53655271e+13 3.46997093e+14 -2.34252558e+15 -2.04895446e+14\n", + " -1.62677174e+15 -1.83045721e+15 -2.11117981e+15 -1.71239611e+14\n", + " -1.39541690e+15 2.44559012e+15 -2.10566484e+15 -2.28012945e+15\n", + " 1.89762962e+15 -2.53629030e+15 1.98873915e+13 -2.35712636e+15\n", + " -3.68339655e+15 3.78335078e+13 1.81485159e+15 -9.67222221e+14\n", + " -2.11898685e+15 -1.20158442e+15 -4.40505976e+15 6.30215937e+15\n", + " 9.08740030e+14 1.74806607e+15 -6.47942731e+14 2.19273957e+15\n", + " -4.66749319e+14 8.43433173e+13 -9.04474994e+14 -4.05147435e+15\n", + " -1.97783872e+15 8.93375243e+14 -1.31368979e+15 -2.37151084e+15\n", + " 4.87548179e+15 1.54779334e+15 3.95722050e+13 -3.44664783e+14\n", + " 1.10963199e+15 4.81581401e+14 -9.42294437e+14 -9.25371084e+13\n", + " -5.67088378e+15 1.36423894e+15 9.92368586e+14 2.05399772e+15\n", + " -8.97259966e+14 3.74625817e+15 4.04219716e+14 -1.10515733e+15\n", + " 1.59158664e+15 -2.81094945e+15 1.09317425e+14 1.09425278e+15\n", + " 1.16215507e+15 6.13443430e+14 1.55148388e+15 -1.68501609e+15\n", + " -9.94330026e+14 -1.06928034e+14 8.68283963e+14 -1.12156639e+15\n", + " 5.19797771e+12 1.99947553e+15 -9.66722545e+14 7.69572209e+14\n", + " 5.98108415e+14 -8.97015780e+14 -8.24081707e+14 -4.14810336e+14\n", + " -3.83834951e+14 8.28604821e+14 8.04491144e+14 -3.57637817e+15\n", + " -3.74126120e+14 2.12937943e+15 3.31674274e+15 2.65396365e+15\n", + " -8.46943677e+15 6.17822416e+14 3.02302830e+14 3.68013856e+15\n", + " 1.24309593e+15 -2.30167597e+14 -8.74832283e+14 2.11900447e+15\n", + " 1.57449237e+15 -9.79937392e+14 1.99298899e+15 -2.78116622e+14\n", + " -8.06365230e+14 -1.84281404e+14 -1.11089773e+15 -5.76813165e+14\n", + " 8.37180815e+14 -1.01102132e+15 -1.78473177e+15 2.25931845e+14\n", + " 9.60566411e+14 -2.12161622e+15 1.37557540e+15 6.31958517e+14\n", + " -1.68118517e+15 -1.25753985e+15 -1.83779798e+15 -6.44665108e+13\n", + " 8.37848486e+14 5.04804514e+14 5.13834779e+14 1.46681188e+15\n", + " 1.87051326e+14 1.44771738e+15 -2.50096732e+14 -1.34584547e+14\n", + " -1.43334980e+15 -2.22331647e+14 1.14520105e+15 6.13202612e+13\n", + " -1.97348680e+15 1.45301469e+15 2.43679386e+15 -2.60828430e+14\n", + " -3.29202603e+14 -2.05315771e+15 -3.29548888e+14 -8.69176837e+14\n", + " -6.86017261e+14 -1.04738677e+15 1.19404101e+15 2.36255254e+14\n", + " -7.22565553e+14 1.60741152e+14 -3.58354699e+15 -2.17968886e+15\n", + " -9.41045809e+13 2.65845398e+15 -3.20701299e+13 7.44011146e+14\n", + " -1.29212939e+15 5.53597402e+14 2.41572358e+14 1.03116738e+14\n", + " 1.14056671e+15 1.01253813e+15 -2.51291509e+15 1.74334783e+15\n", + " 6.01533109e+13 3.61794616e+15 1.15689430e+15 -3.77022265e+14\n", + " -5.43831165e+15 2.32185541e+15 -1.30338398e+15 1.15877021e+15\n", + " -1.73165466e+15 6.88327044e+14 1.77597323e+15 1.10647222e+15\n", + " 6.72655365e+13 -2.27680118e+14 -1.99438500e+15 -1.28092354e+14\n", + " 2.26884546e+14 -1.70280730e+15 -2.65253703e+15 -2.05597905e+14\n", + " 2.43856802e+14 -1.59743937e+15 -8.81840278e+14 5.26736933e+14\n", + " -8.51987402e+14 5.56241325e+13 -1.70921420e+15 -6.78507980e+14\n", + " 1.62125469e+14 -2.08554625e+15 -4.89940261e+15 -7.07107902e+14\n", + " -5.36062126e+14 -1.20676432e+15 -7.25218863e+14 -1.44898731e+15\n", + " -5.13266167e+14 2.00464455e+15 -1.11367707e+14 -9.13773080e+14\n", + " 1.34718263e+14 9.22017179e+14 1.75597310e+15 -1.84798897e+14\n", + " 1.27599308e+15 2.83774639e+14 -4.38897776e+14 -2.58108337e+15\n", + " 8.10843766e+14 -2.24448592e+14 7.96883079e+14 1.55866198e+15\n", + " -1.76506160e+15 2.06449763e+15 7.27200263e+14 1.54030919e+15\n", + " -2.73439794e+15 -1.51925940e+15 1.15993991e+15 -1.77372606e+15\n", + " 5.97231368e+14 2.10794256e+15 -3.65844651e+14 -3.13147751e+14\n", + " 1.12916507e+15 2.56173512e+14 -1.18518526e+15 1.23985381e+15\n", + " -1.17040715e+14 1.47232820e+15 -9.86056655e+14 4.30044319e+14\n", + " -8.28163175e+14 -1.11051572e+14 1.27175858e+15 4.16177420e+14\n", + " 1.21581511e+15 -1.13738142e+15 -7.25516738e+13 8.44486399e+14\n", + " -1.45330218e+15 -9.29992002e+14 -7.76567491e+13 7.14022168e+15\n", + " 5.98285103e+14 -9.72646071e+14 -6.66839271e+14 -1.75412859e+15\n", + " 3.28418496e+15 6.62143133e+14 -7.27458033e+14 2.15607849e+14\n", + " 2.18515159e+15 -3.10877516e+14 5.40667347e+14 5.35124766e+14\n", + " 1.75888076e+15 9.40229941e+14 1.65552196e+15 8.20224965e+12\n", + " -3.26555304e+15 7.65070135e+12 6.86263862e+14 -2.46357182e+15\n", + " 9.22877818e+13 8.53622538e+14 2.00576393e+15 -4.56186872e+14\n", + " 1.54188330e+15 -5.49027677e+14 8.21522082e+14 -1.33495919e+15\n", + " 3.78608767e+14 5.78301903e+14 -1.57394957e+14 -7.29793843e+14\n", + " 1.21828239e+14 8.44369359e+13 -3.18279369e+14 6.63952201e+15\n", + " 6.03767003e+14 -1.65582814e+15 7.16631229e+14 1.32323436e+15\n", + " 1.29547168e+15 -1.26497478e+15 2.86453617e+15 -1.55768436e+14\n", + " -2.81626652e+15 8.48135757e+14 -5.91918523e+14 -1.11176338e+15\n", + " 3.10705152e+15 -1.52422073e+15 1.82775417e+15 1.20759304e+15\n", + " 4.23187464e+14 3.18121600e+13 -1.43421044e+15 9.68174129e+14\n", + " 6.87917575e+14 -1.10848934e+15 1.84338844e+15 1.71287811e+15\n", + " -2.93067183e+14 -2.76651482e+15 -1.99959964e+15 5.75821174e+14\n", + " -1.22382079e+15 7.69126806e+14 -5.40107233e+14 1.40381069e+13\n", + " -2.16882337e+15 7.99962903e+14 -2.41542282e+15 1.20496706e+15\n", + " -7.25748262e+14 -4.69780638e+14 9.25072584e+14 -1.18613911e+15\n", + " -2.57049427e+14 1.21123791e+15 5.44555109e+14 -1.22601657e+14\n", + " -1.97898508e+14 -2.03139072e+15 2.36426709e+15 -6.50865235e+14\n", + " -1.99917353e+15 4.39524434e+14 3.74226115e+14 -1.64064887e+14\n", + " -3.16412892e+15 -9.93045740e+14 -4.91283969e+14 5.84481191e+14\n", + " -1.54508195e+14 -1.39310261e+15 -3.97946324e+14 -1.58810744e+15\n", + " 4.88112799e+14 3.49552881e+14 1.23858832e+15 6.62439746e+12\n", + " 1.67160464e+15 1.11413078e+15 -6.15328081e+14 9.15616174e+13\n", + " -1.83008603e+15 -3.09749799e+14 6.05254640e+14 -1.88570816e+15\n", + " -1.69624971e+15 4.30642347e+14 1.33891464e+15 -2.33966946e+14\n", + " 4.13719721e+14 -2.62811887e+14 -1.21274485e+15 -1.07434846e+14\n", + " 1.02948360e+14 -1.43027189e+15 -3.07128958e+15 2.05657456e+14\n", + " -4.60142116e+14 -1.76050990e+14 -1.15769702e+14 -5.36232721e+14\n", + " -1.70658621e+15 2.45271833e+14 1.20480488e+15 -3.21867480e+14\n", + " 9.26539092e+14 8.35498263e+14 5.25621845e+14 -1.15887357e+15\n", + " -5.94897455e+14 5.24726558e+14 2.78164471e+14 2.81881073e+15\n", + " 9.83863142e+14 5.70201772e+13 7.39912259e+14 -2.11213210e+14\n", + " -1.50890833e+15 5.34619014e+14 3.10271651e+14 -8.48303758e+14\n", + " -2.44667488e+14 -1.78128741e+15 4.27010061e+14 2.19009285e+14\n", + " -1.23820262e+15 5.40983364e+14 -6.38000801e+14 -4.94470023e+14\n", + " -1.87462227e+15 -1.29537726e+15 2.84498837e+13 -1.34611844e+15\n", + " -6.91026831e+13 1.42654686e+15 -1.56994964e+15 1.60678143e+15\n", + " 1.34821397e+15 5.78716964e+14 2.86015418e+14 -4.80736115e+14]\n", + "Found 996 total galaxies in catalog for cluster 9429\n", + "[-2.01362261e+15 -3.71655025e+15 -1.67198813e+15 -1.87747895e+14\n", + " -1.05549369e+15 -2.04914014e+15 -3.37411796e+15 -2.55969826e+14\n", + " 2.62301557e+15 1.78304075e+15 1.87292648e+15 4.68976771e+14\n", + " 1.53293325e+15 2.80322810e+15 1.26615141e+15 -3.33616266e+14\n", + " 1.37606466e+15 8.10327564e+14 9.47994093e+14 1.92517356e+15\n", + " 8.97797598e+14 -2.80249402e+15 -1.66875969e+15 8.50207914e+14\n", + " -7.77829332e+14 -7.84173909e+13 1.28933629e+15 3.69973043e+15\n", + " -1.05660503e+15 -3.39019839e+15 -8.04234791e+14 -1.39609608e+15\n", + " -1.95564247e+15 -2.43336008e+15 9.70324119e+14 -3.09734389e+15\n", + " 2.90865234e+14 2.61775499e+14 7.53390440e+14 1.73005955e+15\n", + " 2.08755664e+14 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-1.37196973e+15\n", + " -1.32329267e+15 2.24591225e+15 3.99464750e+14 1.52717422e+15\n", + " 1.05969029e+15 6.47735882e+15 -1.20099617e+15 1.62227001e+15\n", + " 1.13246519e+15 3.33641323e+15 -1.32332088e+15 2.83094778e+15\n", + " -1.90922304e+14 -3.62336163e+14 3.00495969e+15 7.83380633e+14\n", + " 1.59420879e+14 1.09103365e+13 -4.23317055e+14 2.50177020e+14\n", + " 2.36194923e+14 -2.15495072e+15 -2.03076991e+15 -2.22026153e+15\n", + " 4.39843598e+15 -1.72966436e+15 2.20692799e+15 -3.08099279e+15\n", + " -9.22262952e+14 7.02082650e+14 7.12998318e+14 5.11910612e+15\n", + " -1.16613648e+15 1.61254011e+15 3.55045381e+14 -9.45436994e+14\n", + " 6.57058356e+14 -1.87932965e+15 9.86669687e+14 -3.93723483e+15\n", + " -2.38536114e+15 -1.38938603e+15 6.24197690e+14 1.53995794e+13\n", + " 1.52062480e+15 -8.21554887e+14 6.40158926e+14 -2.24399609e+14\n", + " 9.24072938e+14 1.71027954e+14 -1.03861305e+15 2.66475364e+15\n", + " -5.22784148e+14 -9.66206643e+14 3.59690056e+14 -1.82691125e+15\n", + " 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2.36996866e+15 9.23763968e+13\n", + " -2.30407748e+14 2.03719749e+15 1.90831062e+15 1.79073385e+15\n", + " 8.11785954e+14 -1.12123822e+15 8.58734828e+14 1.66131739e+15\n", + " -1.56144200e+14 -1.29782758e+14 2.73915342e+15 -3.33739917e+14\n", + " -9.21735625e+14 2.85913245e+15 -1.61456443e+15 5.35790633e+14\n", + " -9.92161219e+14 -1.39945112e+15 1.85832024e+15 2.27011548e+14\n", + " -1.38062898e+15 -1.18025764e+15 -2.00966765e+15 1.88532931e+15\n", + " -1.29398788e+14 -1.54749862e+15 -1.02239557e+15 3.66188315e+14\n", + " 3.05697373e+14 -9.13729649e+13 8.01385760e+12 7.48742383e+14\n", + " 3.19710572e+14 -1.98508241e+15 1.23511666e+15 -3.81546543e+14\n", + " 4.23289433e+14 9.17320425e+14 3.19385268e+14 1.86557969e+14\n", + " 2.17441813e+15 -1.22087919e+15 -1.09229304e+15 -6.81652430e+14\n", + " 2.85858271e+14 -2.14190721e+15 1.76686563e+14 1.04855730e+15\n", + " 6.28405450e+14 3.27685947e+15 -1.18661060e+15 -1.26727503e+15\n", + " -2.26297832e+15 7.96789955e+14 2.01836654e+14 -1.17433128e+15\n", + " 1.22535529e+15 -9.89230132e+14 8.34145934e+14 -2.04333098e+15\n", + " 2.58867888e+14 4.79193519e+14 1.38042450e+15 -6.18715635e+14\n", + " 6.19691015e+14 2.31479812e+14 8.07436390e+14 -1.50298068e+15\n", + " 2.65085832e+14 -3.32737939e+14 6.08722054e+14 2.58068329e+14\n", + " -3.03020344e+14 -1.22154678e+15 -2.55405473e+13 9.26195313e+14\n", + " -1.46319486e+15 -1.99386886e+15 -6.86509727e+13 -4.59764123e+14\n", + " -2.12993082e+15 -5.11548212e+14 4.22512075e+14 -1.39313561e+15\n", + " -1.66398318e+15 -1.00410284e+15 -1.42070970e+15 1.65630091e+15\n", + " 4.29196510e+14 -2.34068169e+14 5.16408369e+14 -4.30557905e+14\n", + " 7.97776468e+14 -3.62829362e+14 2.34411886e+14 4.47440217e+14\n", + " -4.82645893e+14 5.23435482e+14 -1.99582988e+13 6.40811501e+14\n", + " -5.51480539e+14 -4.50695362e+14 7.05239272e+14 -2.34818331e+14\n", + " 9.03428458e+14 4.45453465e+14 -1.91657697e+15 -4.66869921e+14\n", + " 5.22513284e+14 1.27869483e+13 1.70772491e+15 -4.09312404e+14\n", 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-5.59696697e+13 2.00651637e+15 1.78479577e+15\n", + " 3.81037194e+14 -3.40029332e+14 -2.21185710e+15 5.99112216e+14\n", + " -6.84632962e+14 6.56467086e+14 -2.53132223e+15 1.85378386e+15\n", + " 2.30691274e+14 3.93201677e+14 -4.01661813e+14 -6.81219437e+13\n", + " 3.10575258e+14 -4.87108622e+14 2.23491409e+15 1.93126659e+15\n", + " -2.19872800e+15 2.65346359e+15 1.92511632e+15 -2.73510768e+14\n", + " 1.43094402e+14 1.00770208e+15 1.68136405e+14 1.06016086e+15\n", + " -9.86644080e+14 7.83266180e+14 -2.45737754e+14 1.35073730e+15\n", + " 1.03443830e+15 3.50302916e+12 -3.70581917e+14 -2.73060682e+14\n", + " -1.30441955e+15 1.74922704e+15 -8.09993880e+14 6.59879929e+13\n", + " 7.64141777e+14 -2.19516137e+14 -1.67200716e+14 -7.87745333e+14\n", + " -2.24435064e+14 3.36351240e+14 7.33477027e+14 -2.02239314e+14\n", + " 1.42924856e+15 -1.18339251e+15 -1.10926746e+15 -1.25589195e+15\n", + " 1.61579695e+15 -1.00524811e+15 -8.03078884e+14 4.67071879e+14\n", + " 1.10631757e+15 -4.18503624e+14 -2.85229957e+14 5.68173800e+14\n", + " 1.09597062e+15 -6.20256634e+14 8.39157622e+13 -1.38447370e+15\n", + " 1.06845797e+15 -7.25217807e+14 1.21331991e+15 4.45445141e+14\n", + " -8.29273369e+14 -1.33308611e+14 -2.91534015e+14 -5.69456376e+14\n", + " -7.12814461e+14 -2.14863136e+15 -1.07620045e+15 -1.30372711e+15\n", + " -1.66699689e+15 3.93754958e+14 -7.10568577e+14 -1.24712680e+15\n", + " 6.43372670e+14 1.84518976e+15 -7.17916943e+14 -3.72257697e+14\n", + " 5.70809745e+14 1.28196744e+15 -1.56538642e+14 5.34047078e+14\n", + " -2.52956006e+14 2.32462446e+14 -1.15490990e+15 -6.29884886e+14\n", + " 2.03277988e+15 -3.25870389e+14 7.90667799e+14 -1.04018951e+15\n", + " 2.03899822e+15 -7.55552983e+13 6.21090693e+13 1.42073001e+15\n", + " 2.97214836e+14 -5.16300754e+14 -1.89436129e+14 3.58367927e+13\n", + " -2.51145131e+14 1.29607017e+14 7.60908238e+14 -5.25968621e+14\n", + " -6.09518094e+14 -1.37612332e+13 7.75122617e+14 -8.98586382e+14\n", + " 9.18634579e+14 4.30411157e+14 -8.00434856e+14 1.26145992e+15\n", + " -4.52885728e+14 1.42004839e+15 -1.76730310e+15 -1.32970182e+15\n", + " -1.19137891e+15 1.90973053e+14 4.75674921e+14 -1.19888965e+14\n", + " -1.28229741e+15 1.62067110e+15 1.37685211e+15 1.49365035e+15\n", + " -1.91956567e+14 1.98798744e+15 -1.94616652e+14 2.31405623e+14\n", + " -3.87880738e+14 9.86423680e+14 2.17497235e+13 -4.61341851e+14\n", + " -8.84338834e+14 7.17570866e+14 -7.21689176e+14 4.30910126e+14\n", + " 2.48935517e+15 5.60776715e+14 -1.09670939e+15 -2.66900359e+14\n", + " -3.71718743e+14 5.24487976e+13 2.47943444e+14 -1.88661554e+15\n", + " 3.06073947e+14 5.62775944e+14 1.78065669e+15 -2.35144981e+15\n", + " 7.04556622e+14 6.70288710e+12 -6.07000307e+14 1.21922822e+14\n", + " 1.94671963e+13 -8.26061232e+14 -1.29485616e+14 1.75340351e+14\n", + " 5.41738921e+14 -2.11873444e+14 3.97454840e+14 2.56595040e+15\n", + " 4.24656626e+14 -2.80833404e+15 1.15745861e+15 -9.42481790e+14\n", + " -1.24410078e+15 -6.61254131e+13 -3.57392294e+14 -8.10530185e+14\n", + " 1.91482167e+15 -7.17170841e+14 7.09395262e+14 4.18118616e+14\n", + " 4.51948221e+14 -1.17264863e+15 -5.25766544e+14 4.21839074e+14\n", + " 2.01965681e+14 7.77387355e+14 6.24360170e+14 -4.23042072e+14\n", + " 7.46881146e+14 -4.71507424e+14 1.64449223e+15 8.91048488e+14\n", + " 6.71452598e+14 -7.53942341e+14 1.69810968e+15 -1.18410761e+15\n", + " -3.31968118e+15 2.16855114e+15 1.00169610e+14 1.41259580e+15\n", + " 1.36289495e+15 -2.89972786e+13 -6.49440664e+14 1.19192117e+15\n", + " -1.27411140e+14 -1.45891319e+15 4.57279285e+14 2.71092656e+14\n", + " 5.20962605e+14 -1.09200421e+15 1.11722119e+15 -3.74601180e+14\n", + " -1.30253445e+15 4.53243052e+14 2.62029593e+14 -2.07949857e+15\n", + " -3.97492347e+14 -2.46437510e+13 4.93352349e+14 -4.64105601e+14\n", + " -2.47567782e+14 -3.66006353e+14 2.41273054e+14 -1.48187198e+13\n", + " -2.98011181e+14 1.45056973e+15 1.27792389e+15 2.52629749e+15\n", + " 1.11440932e+15 1.53193752e+15 -4.96142385e+14 -4.51460636e+14\n", + " 8.30473611e+14 -6.03542358e+14 -1.00643785e+15 1.37292832e+14\n", + " 2.54386490e+14 1.44273665e+15 7.14251720e+14 2.34098702e+14\n", + " -1.26577370e+14 -1.95482165e+15 1.26377624e+15 4.93677736e+13\n", + " 3.94972334e+14 3.01385787e+14 -5.60152836e+14 -2.13379167e+15\n", + " 8.11963476e+14 1.05179193e+15 -7.99803130e+14 -1.32197760e+15\n", + " -3.54954860e+14 -1.03588808e+15 -1.80554774e+15 -1.65696134e+15\n", + " 1.11339306e+14 8.31937976e+14 5.83515645e+13 5.94880691e+14\n", + " 4.49787010e+14 -1.23385929e+14 3.94666739e+14 3.41361383e+14\n", + " 2.21008142e+14 2.77595748e+14 -9.94160842e+14 -4.19108955e+14\n", + " -4.86373765e+14 -7.19310724e+14 -5.78410990e+14 -3.18077698e+13\n", + " 3.33531593e+14 1.98734621e+15 -2.01938616e+15 1.35279945e+14\n", + " -4.78671053e+14 -2.40794457e+15 1.75260458e+15 -2.17392893e+15\n", + " -5.34309770e+14 -1.12438759e+15 -8.42826243e+14 8.05286050e+14\n", + " 1.95532047e+14 4.76416330e+14 1.52673338e+15 -1.61798482e+14\n", + " 1.15085174e+15 7.51573323e+14 2.56928232e+15 6.55947940e+14\n", + " -1.56050908e+15 2.43528580e+14 9.64967540e+14 4.40678279e+14\n", + " 7.44223542e+14 4.04482070e+14 3.90289391e+14 -2.57673028e+15\n", + " 8.46912944e+14 2.77489627e+14 8.81302172e+14 -8.85689473e+14\n", + " 4.15719112e+14 5.40599465e+14 1.01237954e+15 1.20988517e+15\n", + " 1.08337319e+15 9.04890768e+14 -1.13905112e+15 -1.88332207e+14\n", + " 6.83885873e+14 -1.13099901e+15 -7.31973040e+14 9.34413137e+14\n", + " -8.21078085e+13 -5.01056831e+14 -4.48354750e+14 2.18417675e+15\n", + " -7.26514544e+14 4.11609419e+14 7.18922875e+14 -1.10578314e+15\n", + " -1.05729796e+15 2.19708828e+15 8.38213454e+14 -3.90660504e+14\n", + " -5.43621777e+14 2.78913802e+15 3.59452071e+13 1.57020331e+15\n", + " -9.07010221e+14 -6.20586984e+14 -1.08026248e+15 -8.27472805e+13\n", + " -7.25136389e+14 -8.77278446e+14 4.51341669e+14 -1.16992710e+15\n", + " 3.89563744e+14 1.42223901e+14 -7.83940284e+14 -1.25123797e+15\n", + " 8.74537044e+14 1.09148814e+15 -1.21531118e+15 6.89299291e+14\n", + " 1.39422834e+14 6.14543288e+14 1.00492931e+15 -6.90806101e+14\n", + " 1.29981191e+15 3.78593090e+14 6.12076676e+14 -1.13748628e+15\n", + " -3.89943175e+14 -2.47888639e+14 5.66574275e+14 9.49527977e+13\n", + " 7.09567917e+14 2.46781780e+15 -6.48161239e+14 2.40762393e+14\n", + " 8.63018913e+14 -1.39793772e+15 -1.00525889e+14 4.71480458e+14\n", + " -1.81452888e+15 2.65423799e+14 -4.52212714e+14 -6.06190512e+14\n", + " 9.38668432e+12 -5.16905254e+14 1.64466248e+14 9.20619673e+14\n", + " -1.46573965e+15 -2.20630430e+14 -3.61975428e+14 -1.02683367e+15\n", + " -1.74344660e+14 -1.17340894e+15 -5.68570597e+14 -3.74447636e+14\n", + " -3.50589440e+14 2.08036742e+14 -1.14696492e+15 -3.66619616e+14\n", + " -1.57715516e+15 4.93012308e+14 -6.42486832e+14 5.77036252e+14\n", + " 6.99562153e+14 5.86916216e+14 -3.81459850e+14 2.43823267e+14\n", + " 7.62109436e+14 1.02288924e+15 -3.01036703e+14 -2.85397684e+12\n", + " 1.35943359e+15 1.15942729e+15 -5.25455523e+14 1.23576514e+15\n", + " 2.42457045e+14 -8.35439313e+14 -1.88165267e+15 1.36536902e+15\n", + " 2.36110202e+15 -3.11646717e+14 2.25039318e+15 1.00722248e+15\n", + " -2.12201620e+15 3.18663290e+14 1.04431690e+15 -1.35734042e+15\n", + " -4.20335515e+14 -1.29490553e+15 1.36718464e+14 -9.39044831e+14\n", + " 8.82261976e+14 6.33659928e+14 1.06147942e+15 -3.92869430e+12\n", + " 2.23686342e+14 -6.71067410e+14 1.35878340e+15 4.66759485e+14\n", + " 1.58693198e+14 -4.28091729e+14 3.72362031e+14 -1.19911589e+15\n", + " 7.04707399e+13 -3.71664897e+14 9.79408485e+14 -7.21681042e+14\n", + " -1.51190693e+15 4.07439468e+14 -3.19559187e+15 6.25684257e+13\n", + " -6.02370093e+13 2.40220583e+14 7.16858988e+14 8.76610125e+14\n", + " 8.62540624e+14 1.03629212e+15 6.55189390e+14 -2.82402953e+13\n", + " -4.04514691e+14 1.53862991e+15 9.98975308e+14 -1.08853850e+15\n", + " 1.20306973e+15 7.71141212e+14 4.14361700e+14 3.56490973e+14\n", + " -2.77189852e+14 -1.61972391e+15 2.70006263e+14 1.52254936e+15\n", + " 1.14944015e+14 1.23518686e+15 5.66248114e+14 -1.80751082e+14\n", + " -2.01330930e+15 -1.07536455e+15 3.77304300e+14 -2.60921435e+14\n", + " 1.33117681e+14 1.25585455e+13 -1.35851397e+14 2.27780857e+14\n", + " -3.91155168e+14 -1.28514691e+15 -4.11039690e+14 -5.56636727e+14\n", + " -1.61852350e+14 1.26304903e+15 5.93192037e+13 -1.05896400e+14\n", + " -8.68954605e+14 1.47315235e+14 4.70377788e+14 3.40889701e+14\n", + " 3.49363864e+13 7.47028386e+13 3.68278458e+14 -9.31053110e+14\n", + " -6.47673080e+14 -3.43357399e+14 -1.44126665e+14 -9.74795605e+14\n", + " -7.19403427e+14 -9.89298665e+14 6.20501998e+14 3.25488912e+14\n", + " -2.97829962e+14 4.36908377e+14 1.00119696e+15 -9.17604364e+13\n", + " 1.15543960e+15 2.16255803e+14 -6.39739874e+13 2.52242491e+14]\n", + "Found 2072 total galaxies in catalog for cluster 10146\n", + "[-8.16437221e+14 -1.30462868e+15 -8.55348742e+14 ... -9.44357198e+14\n", + " 1.17540428e+15 -5.13587247e+14]\n", + "Found 2695 total galaxies in catalog for cluster 14476\n", + "[-1.49188377e+14 2.71529167e+15 3.94872742e+15 ... -1.38469383e+15\n", + " -1.34403821e+14 1.65845973e+14]\n", + "Found 119 total galaxies in catalog for cluster 8395\n", + "[ 4.53875001e+14 -1.23858503e+15 -9.87282188e+14 -8.65784735e+14\n", + " 3.88474540e+15 -4.02161651e+15 2.21151177e+15 -1.02550476e+15\n", + " 7.61972248e+13 -1.02902611e+15 3.06934342e+15 -2.86667066e+14\n", + " 4.49518834e+15 3.02069083e+15 -2.17453279e+15 -8.86022454e+13\n", + " 3.22209532e+15 -3.94714615e+15 1.27291920e+15 -7.33939173e+13\n", + " 3.83981389e+15 -6.94684125e+14 1.76249681e+15 -4.75948567e+14\n", + " 1.56555055e+15 3.28141623e+15 2.02867731e+15 -1.06765473e+15\n", + " -2.40198595e+15 -1.07023521e+15 6.16069286e+14 -4.91250258e+14\n", + " 6.53787024e+14 2.68719601e+14 -2.76270304e+15 -1.05086979e+15\n", + " 2.43827232e+14 -4.70245910e+14 -4.63767300e+14 1.70181313e+14\n", + " -2.99736419e+15 2.99151310e+14 8.15678959e+13 5.93999889e+14\n", + " -1.11183581e+15 3.63989203e+15 2.60098811e+15 1.24945744e+15\n", + " -3.15225544e+15 -9.70663343e+14 -4.90229659e+15 -7.10062623e+14\n", + " -3.44156101e+13 -4.92752829e+14 1.65789891e+15 1.57414343e+14\n", + " 1.61997659e+15 -3.36197780e+14 1.63035750e+15 -1.64395175e+15\n", + " -2.68790764e+15 -8.95426152e+14 -1.74272170e+15 -1.54778281e+15\n", + " 2.43253315e+15 2.23518737e+15 3.30049775e+15 1.96208753e+15\n", + " -1.03506345e+14 7.13961348e+13 -4.12904554e+15 5.23462063e+14\n", + " 1.88008797e+15 4.18636276e+14 -1.83768549e+15 5.35818653e+14\n", + " -4.21312888e+14 -2.62253559e+15 -1.10876130e+15 8.62308983e+14\n", + " 1.09755202e+15 5.20641321e+14 -1.41712940e+15 1.86131552e+15\n", + " 4.33414023e+15 2.22375983e+15 -1.04556212e+15 -2.76133599e+15\n", + " -6.00585525e+14 -1.48840287e+14 1.27115438e+15 -3.03969696e+15\n", + " -1.30091267e+15 -1.14593521e+15 2.40226119e+15 -2.59377541e+12\n", + " -2.29281196e+15 -6.38229566e+15 -2.26973170e+15 -2.03309281e+15\n", + " -7.02129931e+14 -1.74105869e+15 -2.28003544e+15 -6.18803395e+14\n", + " 2.83235573e+15 -3.38237072e+14 2.41860060e+15 -1.58428754e+15\n", + " 1.09519475e+15 -9.72532406e+14 -1.09367022e+15 3.05060595e+14\n", + " 8.64935027e+14 -1.19442014e+15 2.19029886e+14 2.88628836e+14\n", + " 2.36864595e+14 1.40396366e+15 4.82791105e+13]\n", + "Found 3612 total galaxies in catalog for cluster 16657\n", + "[-2.17725923e+15 -1.16750706e+15 -2.85590454e+15 ... 2.26005148e+13\n", + " -4.92417004e+14 -5.60669353e+14]\n", + "Found 2732 total galaxies in catalog for cluster 13039\n", + "[-2.90981308e+15 1.87069973e+15 4.10177497e+14 ... 6.89724844e+14\n", + " 7.90522998e+14 9.40524713e+14]\n", + "Found 2714 total galaxies in catalog for cluster 15382\n", + "[ 1.47818379e+15 -2.41636882e+15 -2.46170016e+15 ... 4.42426728e+14\n", + " 2.08263868e+13 -3.23203672e+14]\n", + "Found 1343 total galaxies in catalog for cluster 17011\n", + "[-1.25403142e+15 -2.08500662e+15 -2.31812709e+15 ... -1.91565487e+14\n", + " -1.58434640e+14 5.22007185e+14]\n", + "Found 6019 total galaxies in catalog for cluster 8523\n", + "[ 3.51938929e+15 6.43269036e+14 1.11640860e+15 ... 5.61544289e+14\n", + " 2.04873661e+14 -3.01420189e+14]\n", + "Found 1038 total galaxies in catalog for cluster 11300\n", + "[ 3.04645753e+15 2.05269775e+15 -2.99115596e+15 ... 1.50529574e+15\n", + " -5.61595715e+14 -1.26378865e+13]\n", + "Found 6292 total galaxies in catalog for cluster 17462\n", + "[-2.17195034e+15 -1.86146695e+15 3.90145855e+14 ... 3.71105397e+14\n", + " -2.40313755e+13 2.87933609e+14]\n", + "Found 1520 total galaxies in catalog for cluster 13025\n", + "[-1.45825817e+15 -2.49161191e+15 -1.22299287e+15 ... -4.10609107e+14\n", + " 1.27612757e+14 -6.56920107e+14]\n", + "Found 2090 total galaxies in catalog for cluster 21385\n", + "[ 7.98406172e+15 -3.94685504e+14 3.00031821e+14 ... -7.85945086e+14\n", + " 5.94093371e+14 -2.66124074e+14]\n", + "Found 2591 total galaxies in catalog for cluster 20888\n", + "[ 2.78334585e+15 -4.60573483e+13 -7.01669475e+14 ... -8.55590134e+14\n", + " 1.95762544e+14 1.59128639e+14]\n", + "Found 3139 total galaxies in catalog for cluster 21815\n", + "[ 5.58671252e+14 -1.74314505e+14 8.05977964e+14 ... -2.74973235e+14\n", + " 2.86697717e+14 4.16313103e+14]\n", + "Found 528 total galaxies in catalog for cluster 7594\n", + "[ 7.74739874e+14 4.69310523e+15 -4.46591269e+14 -3.92152082e+14\n", + " -9.94229644e+14 5.68597985e+14 -2.33601669e+15 2.38158082e+15\n", + " -5.55395001e+14 6.62833908e+15 1.87767147e+15 -1.02094730e+15\n", + " 5.09409818e+14 7.10102530e+14 9.51740440e+15 6.14358899e+15\n", + " 8.88028646e+13 -2.86540046e+15 2.76999337e+15 4.02714766e+14\n", + " 1.42272368e+15 -9.81711677e+14 4.78856947e+14 -8.48664890e+14\n", + " -8.85464888e+14 -1.00906063e+15 1.64428023e+15 5.36817367e+14\n", + " 6.98372551e+13 7.94654154e+14 -2.45006496e+15 -7.75117563e+15\n", + " 2.40993981e+15 3.32673662e+15 -2.24435293e+15 -2.84799187e+14\n", + " -2.72402421e+15 -1.21492158e+15 -2.29131307e+15 3.04040815e+15\n", + " 1.23560045e+15 -6.71476303e+14 4.50834714e+14 3.38756283e+15\n", + " -5.57864060e+15 -2.40306288e+15 -1.21316620e+15 -4.89626453e+15\n", + " 6.17904106e+14 1.43242045e+14 3.04908589e+15 2.49681424e+15\n", + " -1.97960406e+15 -4.16861089e+15 -5.06622049e+15 -4.92800027e+14\n", + " 6.91154321e+14 7.84977661e+14 -1.28530522e+15 -4.15714135e+15\n", + " -6.30133311e+14 -7.03778586e+14 -5.69077414e+15 3.23799208e+15\n", + " -2.89213589e+15 -5.50135326e+15 1.03727594e+16 -6.35134436e+15\n", + " 3.27212973e+13 -3.55058867e+14 5.15288717e+14 2.16339725e+15\n", + " 1.97873232e+14 6.41115797e+14 6.81109662e+15 8.00147625e+13\n", + " -1.46184369e+15 -1.02972814e+15 -2.64462610e+15 -3.70229583e+14\n", + " -3.08658586e+15 6.29809557e+15 -3.06974389e+14 -2.32168509e+15\n", + " -2.53885751e+15 2.25444238e+15 7.17597763e+15 -3.55150080e+15\n", + " 1.21761685e+14 -3.70194588e+15 -9.56246057e+14 3.24226091e+15\n", + " 3.21117674e+15 3.49164200e+15 4.41064517e+14 -1.97813408e+15\n", + " -3.50098016e+15 8.73432442e+14 -5.30080298e+15 5.39951905e+15\n", + " 2.38805857e+15 1.63450264e+15 -9.50372311e+14 3.40572943e+14\n", + " -3.77431017e+15 -1.69732197e+14 -8.41495916e+13 1.89866094e+15\n", + " -3.09934692e+15 1.44732330e+15 -4.67371046e+15 8.25601976e+14\n", + " -1.60202989e+15 -1.90796909e+15 2.27924885e+15 -2.65385572e+15\n", + " 2.10742480e+15 -7.71816630e+14 7.98760160e+14 2.14339532e+15\n", + " 2.53185116e+15 -8.59793603e+14 -2.03235494e+15 8.44304232e+14\n", + " 1.15582919e+15 -4.98922957e+15 5.41521091e+15 -1.36474247e+15\n", + " 1.96905574e+15 1.91492502e+15 -2.23810638e+14 1.08302797e+15\n", + " 9.23467189e+14 -6.61020049e+15 -4.11341184e+15 -1.57604619e+13\n", + " -6.89488079e+15 -2.19433144e+14 -9.03720194e+14 4.43231824e+14\n", + " -1.25857628e+15 -2.39388492e+15 -1.40600857e+15 -1.84942641e+15\n", + " 3.49877405e+14 -1.65283434e+15 -1.24546863e+14 -1.43534499e+15\n", + " 6.02464957e+15 -1.42371568e+15 5.65060318e+14 -1.49977105e+15\n", + " -1.62982117e+14 -5.05916295e+14 4.63665727e+15 2.54758049e+15\n", + " 2.84778647e+15 1.68553378e+16 -1.50853773e+15 3.15459958e+15\n", + " -2.30894768e+15 9.32214365e+14 -1.27704793e+15 -2.08418086e+15\n", + " 1.00651130e+14 -3.58064242e+15 2.12135283e+13 5.39882848e+15\n", + " 2.19299140e+15 2.90425293e+14 -1.95279908e+15 1.75892689e+14\n", + " 1.97146151e+15 -1.02402209e+15 -8.16431587e+14 5.26767593e+14\n", + " 3.13394814e+14 -1.84613340e+15 2.07543158e+15 -1.07343037e+14\n", + " -1.76530578e+15 1.56063528e+15 -6.11826203e+15 -4.86123435e+14\n", + " 2.72930140e+14 -5.38353198e+14 -2.57114239e+14 -3.58114631e+15\n", + " 2.34140021e+15 2.39909253e+15 -2.57712418e+15 1.42253355e+15\n", + " 1.18663412e+15 -1.97891937e+14 -1.98035917e+15 6.91948182e+15\n", + " -5.66605779e+14 3.05614001e+14 -3.42613043e+14 3.67875781e+15\n", + " -3.07224488e+15 1.61924614e+15 -9.31138893e+14 1.76899970e+14\n", + " -1.73855686e+15 4.10818165e+14 7.41034810e+15 8.67107215e+14\n", + " 8.14087629e+14 -1.98333039e+15 5.45397443e+14 -1.35501402e+15\n", + " 7.29060390e+14 -2.88231574e+14 -1.26154209e+15 5.99586102e+14\n", + " -5.27566036e+15 -9.10979642e+14 1.45487909e+15 -2.35914881e+14\n", + " -1.16280631e+15 1.05667354e+15 1.84806146e+15 -5.70916540e+14\n", + " -1.72479500e+15 6.23759365e+14 -2.13920707e+15 1.18052147e+14\n", + " 1.08392809e+15 4.72531169e+13 1.39851633e+15 -1.43873629e+15\n", + " 1.93680919e+15 4.97309877e+14 4.70354899e+14 -2.15542972e+14\n", + " -8.47633835e+14 1.24960148e+15 -9.29061122e+14 1.79664482e+15\n", + " 8.92613428e+14 -6.10868181e+13 -1.46486672e+14 -1.96041922e+15\n", + " -2.05452891e+15 2.60270237e+14 6.31633636e+14 -1.60943491e+14\n", + " -1.64643006e+14 2.85391302e+14 8.79683733e+14 -8.51143511e+14\n", + " -1.31588028e+15 1.77188319e+14 -9.94130423e+14 -6.49824155e+14\n", + " 8.74740297e+12 -1.40403637e+15 1.68247899e+15 -2.71262392e+15\n", + " -5.28759993e+15 9.28470268e+14 -2.79027550e+15 -1.47870298e+15\n", + " -3.59833586e+15 1.71078945e+15 1.12100126e+15 1.80890347e+15\n", + " -6.89702276e+14 1.48686563e+15 -1.36927000e+15 8.87207793e+14\n", + " 1.16012171e+15 9.05814522e+14 -2.29723993e+15 -2.73376649e+15\n", + " 1.61270554e+15 -1.13766747e+15 8.92330991e+14 2.57895148e+15\n", + " -3.20178842e+15 1.12997036e+15 -4.04212355e+14 5.16045014e+14\n", + " -1.19691707e+14 4.16578414e+14 1.39813798e+14 -9.83050412e+14\n", + " 2.18928549e+14 3.48729741e+15 1.63308084e+14 1.23140723e+15\n", + " -4.99728181e+14 4.82736018e+13 1.98040197e+15 2.43998062e+14\n", + " 1.84845162e+14 -3.80273113e+14 1.70902163e+15 2.06692744e+15\n", + " 1.71842717e+15 2.04792134e+15 -3.14072923e+14 1.96240622e+15\n", + " -2.04452495e+15 -2.70734466e+14 2.61229938e+15 2.44674023e+14\n", + " -1.20074445e+14 -8.27614186e+14 1.95680662e+15 2.18497201e+15\n", + " -2.02481235e+15 4.53684445e+15 -3.01397939e+15 1.42541678e+15\n", + " -1.33904059e+15 -1.50142540e+15 -6.29320825e+15 3.50479776e+15\n", + " -2.54739395e+14 8.83331542e+14 -2.02626873e+15 1.65651444e+14\n", + " -1.24854472e+15 -1.06610120e+15 -2.34193925e+15 -5.70133314e+14\n", + " 6.81814088e+14 -5.81126302e+15 -1.33654888e+14 -1.69228937e+15\n", + " -5.57504053e+14 2.37925890e+14 -1.12234370e+15 7.64453203e+13\n", + " 6.43654615e+14 -1.46997325e+15 1.82126602e+13 2.20033968e+15\n", + " -9.14866662e+14 2.80849921e+15 1.16491049e+15 1.03440140e+15\n", + " 2.57287226e+14 -1.54120602e+15 -4.35891029e+13 4.02172514e+14\n", + " -8.69097353e+14 -1.85473751e+15 -2.63384228e+15 1.34018116e+15\n", + " 2.99754790e+15 -2.49980463e+14 -2.36785358e+15 7.11122232e+14\n", + " 1.89179528e+15 2.00819134e+15 1.37960440e+14 1.51701568e+15\n", + " -1.92770715e+15 4.10631557e+14 3.46043004e+14 1.69152175e+14\n", + " 3.89419811e+14 1.06695175e+15 1.62679198e+15 -9.73860116e+14\n", + " 1.48862105e+15 -1.39689166e+15 -1.13745263e+15 -2.76090696e+15\n", + " -1.69952623e+15 3.29220361e+14 1.11470510e+14 1.47960391e+15\n", + " 2.57797335e+15 -1.03471201e+15 3.18586314e+15 1.76711847e+15\n", + " -9.37156743e+14 6.91221736e+14 3.08569948e+15 4.08267323e+15\n", + " -1.01311476e+15 -9.55843840e+13 2.28465291e+14 -1.09408693e+15\n", + " -6.17789055e+14 -3.80693629e+15 2.21224140e+15 -7.88212931e+13\n", + " -2.29870571e+15 -4.17648047e+14 3.02734636e+14 3.19516015e+14\n", + " -4.49057184e+14 1.52144297e+15 -1.61268497e+15 -8.94975563e+13\n", + " -1.64288008e+15 1.85463452e+15 1.09298191e+15 1.57385277e+14\n", + " 1.56964556e+14 -5.39989926e+14 1.29529997e+15 -7.75280446e+14\n", + " -1.33996309e+15 3.00617134e+15 -1.09880632e+14 -1.24740596e+14\n", + " 2.04867603e+14 -6.72736369e+14 -1.91203727e+15 3.75932105e+15\n", + " -1.57818626e+15 9.03719798e+14 2.62949035e+15 -3.18833484e+15\n", + " -6.54174775e+14 1.28062858e+15 8.51972752e+13 -2.88063030e+14\n", + " -3.23617697e+15 -2.20739864e+15 -2.59761488e+15 1.23977167e+15\n", + " 3.30726272e+13 2.18688550e+15 -5.59028224e+14 -1.13513318e+15\n", + " 1.01070947e+15 -1.36299594e+15 2.05371549e+15 1.87976236e+15\n", + " 6.73077764e+14 -5.38051338e+14 1.56336662e+15 -1.40951248e+15\n", + " 1.59946062e+13 3.17232151e+14 2.69873810e+15 -5.15273102e+14\n", + " 3.98923456e+14 4.06575020e+14 -2.21291106e+15 -2.75839109e+15\n", + " -1.04597581e+14 1.08455897e+14 4.26979586e+14 3.64787026e+14\n", + " 1.32457652e+15 7.66586686e+14 3.49577310e+14 -3.78517494e+14\n", + " -1.88596104e+15 1.05693307e+15 -3.07066795e+15 -1.14960169e+15\n", + " -3.30035945e+14 -1.38207224e+15 -3.39084275e+14 -2.16488395e+15\n", + " -4.03519552e+14 -1.61110123e+15 -2.78172331e+15 -3.12013306e+14\n", + " -2.49582947e+14 -3.11931462e+15 6.67531650e+14 -5.49742701e+14\n", + " -1.86700356e+15 -3.54010107e+15 1.19131818e+15 -3.78285119e+15\n", + " -3.06954498e+14 -1.12644013e+15 2.20028694e+14 -9.34143731e+14\n", + " 2.01167723e+15 3.94225137e+14 -1.65161378e+15 3.95932330e+14\n", + " 3.96088893e+14 -2.19599165e+14 1.48483445e+15 -4.92253770e+14\n", + " 2.77991418e+14 -2.31998710e+14 4.82810370e+14 -5.84451643e+14\n", + " 1.71807264e+15 -1.16374049e+15 -8.78075249e+14 -8.80850962e+14\n", + " 4.97513285e+14 -1.54342650e+15 7.78581093e+14 2.63250019e+15\n", + " 1.18313869e+14 -3.14614536e+15 2.18879241e+14 4.29510297e+14\n", + " -1.26014827e+15 1.55236884e+15 -1.87732166e+15 -6.13424482e+14\n", + " -5.20354692e+14 -1.15451740e+15 -3.20087954e+14 -9.97652854e+14\n", + " 2.48246413e+14 -5.07914601e+14 -8.09572689e+14 -4.12331024e+14\n", + " 9.11963698e+14 1.36996296e+15 8.67058322e+14 1.59072024e+14\n", + " -3.77858364e+14 -2.43651641e+14 -1.55696539e+15 1.88356894e+14\n", + " -9.40463738e+14 9.70412515e+14 1.34660035e+15 7.40251342e+14]\n", + "Found 363 total galaxies in catalog for cluster 21425\n", + "[ 2.35826638e+14 -4.23888659e+15 -2.17077980e+15 6.96261773e+14\n", + " -5.13287140e+14 -2.08500305e+15 5.36977969e+14 3.13187200e+15\n", + " -5.09342535e+15 -3.44524238e+14 5.49973280e+14 -5.29004319e+14\n", + " -3.05823154e+15 -6.96457207e+15 -9.63965429e+14 -4.19546781e+15\n", + " -5.45046123e+15 1.56967569e+15 -4.02793560e+14 -3.21822285e+15\n", + " 3.30900131e+15 -1.32978447e+14 -5.33224785e+15 -1.11679206e+15\n", + " 1.07469923e+16 -5.15744697e+14 2.10933498e+15 1.48975836e+15\n", + " 9.94760488e+14 -1.45298494e+15 -1.84314602e+15 -1.75899829e+15\n", + " -1.58420655e+14 -4.82307528e+15 -5.15218030e+14 -8.96567470e+14\n", + " 3.45100879e+14 2.12460366e+15 6.03730873e+15 7.09369045e+14\n", + " 4.86160954e+15 -1.31574478e+15 4.70679554e+14 3.28935583e+15\n", + " 2.43672512e+15 -5.24899656e+14 2.53932719e+15 5.48214178e+15\n", + " 4.97168855e+14 -1.62734301e+14 -3.19210224e+15 -1.66520641e+15\n", + " -2.23202656e+14 4.13187046e+15 -5.98912892e+15 3.34219937e+14\n", + " -2.03927874e+15 -6.34561774e+15 3.93694792e+14 1.75420633e+15\n", + " 2.13788778e+15 1.51706783e+15 -1.97345893e+14 5.64066815e+15\n", + " -1.34857520e+15 4.48119812e+15 2.50549606e+15 -5.04741936e+14\n", + " 2.44056819e+15 2.15690618e+15 1.33041089e+15 -5.37471274e+14\n", + " 1.55363907e+15 -4.57032755e+15 -1.63912636e+15 5.22442706e+15\n", + " 9.66642046e+13 -4.62731638e+14 -1.18257929e+15 2.33318846e+15\n", + " -5.83251096e+14 1.92896360e+15 1.00827873e+15 -1.95049000e+15\n", + " 5.70167047e+14 -2.46949753e+15 -1.76645604e+15 1.78270922e+15\n", + " 4.71322090e+13 -3.60224236e+15 2.31496506e+15 2.31377138e+14\n", + " 4.87722467e+13 -1.01147115e+15 4.47035655e+15 -7.86224203e+14\n", + " 1.51115877e+15 -3.12801302e+14 1.40610333e+15 -1.25253101e+14\n", + " 4.13364491e+14 -2.13619844e+14 4.86304092e+14 -2.44997908e+15\n", + " 7.76531188e+14 -1.00137377e+14 1.68964440e+15 5.44419406e+13\n", + " -2.15093950e+15 -7.79757698e+14 4.02460088e+14 -1.41348704e+16\n", + " -2.93329760e+15 1.55577457e+15 -2.49774560e+15 -3.22076536e+14\n", + " 2.62730409e+15 -2.13391273e+14 -1.09015679e+15 7.50478449e+14\n", + " -1.21668350e+15 3.64944090e+15 2.53519278e+15 -2.80506003e+14\n", + " -1.17295707e+15 3.48617160e+15 1.58042044e+15 7.54576992e+14\n", + " 2.14133185e+15 -1.49902078e+15 2.52831126e+14 1.63046200e+15\n", + " 2.50447376e+15 1.61024732e+15 1.35845450e+15 2.83871082e+15\n", + " -2.50348451e+14 -1.17321874e+15 3.10814915e+15 9.93929066e+14\n", + " -1.99932280e+15 -8.69728249e+14 3.48875044e+14 4.01272150e+14\n", + " 1.53927933e+15 7.89141687e+14 1.46024473e+15 5.06010274e+14\n", + " -8.85970917e+14 -1.73067676e+14 3.48522956e+15 -1.57831806e+15\n", + " 6.66471459e+14 -4.30017820e+14 -6.54261078e+14 1.26584293e+15\n", + " 1.74500288e+15 8.50828642e+14 1.40450436e+15 -5.56919213e+14\n", + " -3.87936268e+14 -7.70118072e+14 -3.54502320e+14 1.41881348e+15\n", + " -1.73888305e+15 -1.22502073e+15 2.39991377e+14 7.66780122e+14\n", + " -1.43978114e+15 -3.46383775e+14 6.23482920e+14 -3.10138056e+15\n", + " -7.54843122e+14 1.87260012e+14 -1.56642296e+14 5.51426959e+14\n", + " 7.75010478e+14 1.09845581e+15 -6.48547363e+14 -2.23227844e+15\n", + " 5.11119526e+13 -8.77540484e+14 5.31995804e+15 4.94693502e+14\n", + " 3.26913402e+15 2.07829993e+15 -9.44494390e+14 6.36597029e+14\n", + " -3.10888295e+15 3.66734209e+15 -5.51192250e+14 -4.26979016e+14\n", + " -7.43862223e+14 -1.98117193e+15 -1.49457051e+15 -2.46607516e+15\n", + " -1.46622310e+15 -9.15791926e+14 1.40120393e+15 1.77290233e+15\n", + " 5.22822391e+13 1.18177317e+15 2.06066968e+14 1.93544460e+14\n", + " 1.10084380e+15 -1.22686760e+14 1.11157335e+15 1.69595282e+14\n", + " -4.80157988e+14 5.41317472e+13 -9.80075629e+14 -3.51599032e+14\n", + " 1.02775763e+14 -1.85286153e+15 -1.54898297e+15 -1.83186885e+15\n", + " -4.63967018e+14 -2.45332602e+14 -2.43325344e+15 -2.26763404e+15\n", + " 1.84691717e+15 3.02799402e+15 1.21721018e+15 8.47747480e+14\n", + " 3.53126680e+14 -5.74709576e+14 2.84860783e+15 5.77473675e+14\n", + " 6.94218907e+14 2.55183024e+15 -2.58288028e+14 1.25117538e+15\n", + " 5.41192328e+14 -1.63057021e+15 1.93632951e+15 1.79959215e+15\n", + " -9.81347599e+14 -7.02816649e+14 -1.88601483e+15 -1.36252870e+15\n", + " -1.47445116e+15 8.56819458e+14 3.11771666e+13 1.58939736e+15\n", + " 5.21624463e+14 5.40989980e+15 3.45759606e+14 2.68914281e+15\n", + " 9.58372353e+14 1.14030752e+15 -3.96432579e+14 4.11275103e+15\n", + " 3.34406673e+13 4.52643992e+15 -2.04889133e+15 -1.35330665e+15\n", + " 1.69762731e+15 1.10197976e+15 8.35820311e+14 -1.58432943e+15\n", + " 2.62201105e+15 1.57215181e+15 -5.88475584e+14 -1.64915696e+14\n", + " -1.44754297e+15 9.00655237e+14 -1.65185013e+15 1.71748294e+15\n", + " -4.01656646e+14 7.70261460e+14 3.88793129e+15 8.31976914e+14\n", + " -2.55801395e+15 3.11069218e+15 1.15232562e+15 1.47611616e+15\n", + " -1.65129276e+14 1.63771727e+15 -1.19045239e+15 9.01331874e+13\n", + " -2.58948598e+15 -1.49218728e+15 9.41970833e+14 5.38473991e+14\n", + " 9.05580556e+13 -2.04558729e+15 -6.99218405e+14 1.63933944e+14\n", + " -1.13883225e+15 3.09133669e+15 -3.93805195e+14 -1.12691406e+15\n", + " -2.85699164e+14 -6.51463860e+14 2.41359595e+15 8.74352717e+14\n", + " -9.74625912e+14 -2.66891188e+14 2.83925521e+15 -6.43100101e+14\n", + " -1.85627368e+15 -4.84115225e+14 -2.20869337e+15 -1.51144824e+15\n", + " -2.72380607e+15 2.90669322e+15 -7.97060346e+13 7.18894912e+14\n", + " 4.87003423e+14 1.99907703e+15 1.93475267e+15 1.28089072e+15\n", + " 1.77157860e+15 3.51727769e+14 1.04772730e+15 -1.75705371e+15\n", + " -3.74015761e+14 -3.02571127e+14 4.41173545e+15 9.57602099e+14\n", + " -1.36068167e+15 6.44419471e+14 -8.75994063e+14 -4.07001974e+14\n", + " 2.05001081e+15 3.18532279e+14 2.41883360e+15 3.44598755e+14\n", + " 1.83637702e+13 4.16892159e+14 -6.72039031e+14 -1.02763118e+15\n", + " -2.23185595e+15 1.57637881e+15 -4.96274126e+14 -4.02987857e+14\n", + " -3.99319175e+13 -2.33841441e+14 1.01014340e+14 -6.30023126e+14\n", + " -9.67075569e+14 -1.81478679e+15 -5.64999858e+14 -1.70581301e+14\n", + " 1.25391018e+15 -3.11708604e+14 1.03296601e+15 3.02289323e+15\n", + " -5.70588532e+14 -6.51599493e+14 -1.41748505e+15 4.33130790e+14\n", + " -2.37155754e+15 -6.96141457e+14 1.50695885e+14 1.12601699e+15\n", + " 2.76838125e+14 -2.69529812e+14 1.42498805e+15 4.07203349e+14\n", + " -2.19449665e+14 -1.09715762e+15 -6.42083863e+14]\n", + "Found 7786 total galaxies in catalog for cluster 30553\n", + "[-2.00038808e+15 -1.61432167e+15 -4.27233604e+14 ... 1.23490548e+15\n", + " 5.23307589e+14 -4.09167959e+14]\n", + "Found 1777 total galaxies in catalog for cluster 11651\n", + "[-5.07091138e+14 1.54531258e+15 -4.27403478e+14 ... -4.22919088e+14\n", + " 7.86431363e+14 -3.65456810e+14]\n", + "Found 2526 total galaxies in catalog for cluster 27728\n", + "[ 1.20300936e+15 7.58824966e+14 1.55598455e+15 ... -6.60988443e+14\n", + " -5.18842165e+14 -5.14115941e+14]\n", + "Found 2665 total galaxies in catalog for cluster 30757\n", + "[1.19098068e+15 3.09320332e+14 1.82900278e+15 ... 1.29979633e+12\n", + " 5.18837261e+13 3.16407664e+14]\n", + "Found 5370 total galaxies in catalog for cluster 32634\n", + "[-4.63561677e+14 4.65507674e+14 8.81484145e+14 ... 8.22746549e+14\n", + " -1.12974491e+15 -3.84659016e+14]\n", + "Found 3080 total galaxies in catalog for cluster 33429\n", + "[ 1.29281734e+15 2.68602323e+14 -1.41552024e+15 ... -1.38007526e+15\n", + " 5.42277393e+14 -1.38988568e+14]\n", + "Found 1942 total galaxies in catalog for cluster 15656\n", + "[ 9.75905244e+13 -6.57837207e+14 -8.08925941e+14 ... -7.91254452e+14\n", + " 1.25502312e+15 -5.55726150e+14]\n", + "Found 662 total galaxies in catalog for cluster 29784\n", + "[-8.50512752e+14 -2.29020804e+14 7.76015830e+14 -2.67040069e+15\n", + " 2.45687303e+15 8.47445496e+13 2.61491092e+15 3.91169063e+15\n", + " 1.81528636e+15 -1.97947119e+15 -1.80897464e+15 -1.58805551e+15\n", + " 3.85653393e+15 2.70017475e+13 -8.27354675e+14 1.28854653e+15\n", + " 2.03091673e+15 -2.76585739e+15 3.26146805e+15 1.43247339e+15\n", + " 1.70539434e+14 7.30394772e+14 -4.41764765e+14 -4.62855543e+14\n", + " -1.99540155e+15 2.22333372e+15 5.09725295e+15 1.57862329e+15\n", + " 3.04618225e+15 1.34272299e+15 -1.02564876e+15 -3.14863272e+15\n", + " -2.66096785e+15 4.70144237e+15 -2.95120540e+14 4.93281595e+14\n", + " 3.08458581e+15 -1.94493839e+14 -5.23917599e+15 -2.33240984e+15\n", + " -9.38191192e+14 2.18242921e+15 -2.92176544e+15 3.11048883e+15\n", + " 1.46179708e+15 1.83340712e+15 -6.47379065e+14 -1.38110940e+15\n", + " 2.36694878e+15 6.17819322e+15 -2.99431202e+15 8.06277827e+14\n", + " 8.33472836e+14 3.24603028e+15 2.13955225e+15 -2.68329968e+15\n", + " 9.62494485e+14 3.06418479e+15 3.92719947e+15 -1.03528574e+15\n", + " -3.54521325e+15 -2.80686620e+14 -2.80854024e+15 -2.05790812e+15\n", + " -1.62211695e+14 8.34678300e+14 -1.16005307e+15 -1.40479937e+15\n", + " -5.31280369e+15 -1.42038241e+15 -2.06778150e+15 -2.93450259e+15\n", + " -5.53983686e+15 5.47874501e+13 -1.31373691e+15 2.79181148e+14\n", + " 1.44886641e+15 1.36453637e+15 -7.45200336e+14 2.32533612e+15\n", + " -2.49475076e+14 -3.03545813e+15 -7.05411802e+15 -1.93727075e+15\n", + " -6.22802135e+14 -1.25652087e+15 -3.73663098e+15 -2.03656640e+15\n", + " -1.39114237e+14 6.02747706e+14 -2.70618035e+15 -4.59602722e+14\n", + " 3.28431595e+14 8.45596663e+13 -1.32704836e+15 -3.31782837e+15\n", + " 1.42827214e+15 1.90039911e+15 -3.70510620e+15 -1.03379261e+15\n", + " 1.87033066e+15 -7.49047339e+14 -1.80890103e+15 6.17624072e+14\n", + " 9.53750641e+13 6.31106825e+13 1.58763973e+15 3.19900651e+14\n", + " 1.84081474e+15 -7.06110567e+14 -5.03974574e+13 2.03821509e+15\n", + " 2.14779600e+15 -7.29078490e+15 2.62141557e+15 8.47661435e+14\n", + " -1.81391594e+15 -1.75216191e+14 -2.67518135e+15 -2.75425760e+14\n", + " 9.40503677e+14 -3.02473138e+15 -1.59631865e+15 -4.81683088e+14\n", + " 1.97922159e+15 4.20669232e+14 -5.56450440e+15 3.43953139e+14\n", + " -4.39486741e+14 4.22421995e+15 1.05220831e+15 1.41620536e+15\n", + " -1.77934428e+15 2.39846913e+15 2.31442772e+15 1.06626949e+15\n", + " 1.82730903e+15 -9.00695304e+14 1.28212293e+15 4.95121087e+14\n", + " -2.66897949e+14 -1.04127948e+15 2.62281255e+15 -8.61687561e+14\n", + " -2.86495872e+15 -2.31759147e+15 -9.86208242e+14 -3.95631734e+15\n", + " 1.28686620e+15 1.66402360e+15 1.29740599e+15 -4.36433336e+14\n", + " -1.60701944e+15 9.05240002e+14 5.19649843e+15 4.20916967e+15\n", + " -3.99197045e+15 6.17338923e+15 9.08392926e+14 1.32279092e+15\n", + " 1.72751730e+15 -2.46845481e+15 6.06051637e+14 6.88070750e+14\n", + " -1.18138141e+15 1.76259097e+14 -1.46050598e+15 2.44911050e+15\n", + " -7.74371989e+14 5.26459621e+14 1.27925171e+15 -1.29894408e+14\n", + " 3.15570841e+15 1.71858806e+15 3.13125129e+15 4.82612208e+13\n", + " 4.77852208e+15 3.79951528e+15 -1.70768772e+15 1.81669920e+15\n", + " 2.53547580e+15 -9.45336982e+13 1.38752565e+15 1.66822297e+14\n", + " 4.02556130e+14 -1.20013575e+15 2.49249256e+15 1.72903224e+15\n", + " -1.90559218e+14 -6.98829883e+14 2.93279644e+15 -1.27189098e+15\n", + " 1.18575191e+14 -7.47312386e+14 -7.22970318e+14 -4.87468622e+14\n", + " -2.60005271e+14 7.00965838e+14 6.45734322e+14 9.89822235e+14\n", + " 1.40595260e+15 -1.38009719e+15 4.20071518e+14 1.12355417e+15\n", + " -1.39907566e+14 -2.02440182e+15 -2.18293216e+15 1.70111130e+15\n", + " -2.98598925e+15 2.09496401e+15 -5.73894506e+14 -1.27944389e+15\n", + " -2.48875856e+15 -6.30436414e+14 -1.31438513e+15 -1.53064297e+15\n", + " -7.69574146e+14 7.61146169e+14 2.09948906e+14 -5.55957401e+15\n", + " -1.67119692e+15 2.69557128e+15 9.68268173e+14 1.84928838e+15\n", + " 9.29494622e+14 -4.32714295e+15 -1.45777059e+15 1.62930061e+15\n", + " -1.24487150e+15 -1.02970750e+15 -1.16358676e+15 -1.90796800e+15\n", + " 1.02473533e+15 2.36717445e+15 5.97641179e+14 -1.41080037e+15\n", + " 1.83656417e+15 2.11792596e+12 1.97004654e+15 1.81058421e+15\n", + " 4.88923503e+14 -1.25454453e+15 6.90373100e+14 1.19762345e+15\n", + " 9.77882219e+14 7.88826958e+14 7.07819476e+14 1.04617733e+15\n", + " -1.98358504e+15 -2.46698422e+15 1.85196222e+15 2.78599413e+15\n", + " -1.06751790e+15 8.93728197e+14 8.23931108e+14 7.83680059e+14\n", + " -1.60629860e+15 3.73465464e+15 2.94408802e+14 -2.54737692e+14\n", + " -2.37839339e+13 -2.29594248e+14 5.04111956e+14 5.28755853e+14\n", + " -2.38183128e+14 -6.29349915e+14 1.02437572e+15 -1.21155793e+15\n", + " 1.12721376e+15 8.12964284e+14 -3.52657034e+14 1.38292929e+15\n", + " -6.84705224e+14 2.30255424e+15 6.45768489e+14 -1.56766198e+15\n", + " 1.77575822e+15 -1.13524614e+15 2.20797990e+15 -7.10061241e+15\n", + " -1.89144189e+14 5.65846764e+14 -1.42391157e+15 -1.91783697e+15\n", + " -8.73653143e+14 -2.18305842e+15 2.93255789e+14 -1.21240270e+15\n", + " 3.53721501e+15 -2.80792461e+15 -8.48046757e+14 -2.12046888e+14\n", + " 1.18914314e+15 1.85980148e+15 3.34864358e+14 -6.94985927e+14\n", + " 2.14587378e+15 3.03612197e+13 5.52300569e+14 1.67922218e+15\n", + " -1.91078661e+14 2.33927357e+14 -2.58040508e+14 -1.20515782e+15\n", + " -8.53153693e+14 -3.64737552e+14 -1.37128076e+15 1.13272716e+15\n", + " -9.01464043e+14 2.09662682e+15 3.62352531e+15 9.91556675e+14\n", + " -2.59129614e+15 -4.97937840e+14 1.59426632e+14 3.15769478e+15\n", + " -6.38383406e+14 -7.70087339e+14 -6.18007335e+14 2.59466617e+14\n", + " -2.12238605e+15 -2.28321419e+14 -4.19911807e+15 -1.84735352e+15\n", + " 1.13104956e+15 -3.94717690e+14 -9.67687072e+14 -2.35843950e+15\n", + " 1.22083294e+15 -7.59398312e+14 -2.93637688e+14 -4.42563304e+14\n", + " 1.03938629e+15 8.88822058e+14 -6.83513889e+14 1.37786560e+15\n", + " -1.91648254e+15 8.76167296e+14 8.37963613e+14 1.17074876e+14\n", + " -1.04663561e+15 -5.59783703e+15 -1.11815631e+15 8.63844479e+14\n", + " -1.80009715e+15 -1.44428631e+14 -1.04089868e+15 -7.29433304e+14\n", + " -2.27319071e+14 9.92078350e+14 -6.36264446e+14 1.58602614e+14\n", + " -1.61909078e+15 -5.55958994e+15 6.99482173e+14 -6.44992461e+14\n", + " -3.95810094e+15 -1.46544651e+15 -1.09937652e+15 -4.42773975e+13\n", + " 5.66875090e+14 1.17549582e+15 7.95977918e+14 -3.22872539e+15\n", + " 3.81807744e+14 -1.74314660e+15 2.65108653e+15 3.83046840e+14\n", + " -8.98318916e+13 6.29920545e+14 3.93845755e+14 1.40628652e+15\n", + " 6.13071630e+15 2.77326700e+15 2.77825629e+15 1.95443936e+14\n", + " 1.38550127e+15 1.47308534e+15 1.52060174e+15 -3.10960587e+14\n", + " 9.74342528e+14 1.86325147e+15 -5.33388855e+14 -3.33133863e+14\n", + " 4.63926668e+14 7.45359338e+13 5.33093988e+14 -8.34570528e+14\n", + " -8.30241839e+14 2.55894571e+14 -1.79918638e+15 -1.03172387e+15\n", + " -1.54065964e+14 -1.54103875e+15 -2.77202641e+14 -1.22680645e+15\n", + " -2.03862260e+15 -3.99606205e+14 4.56632057e+14 8.67114638e+14\n", + " 5.29299845e+14 -4.84472117e+14 6.02239328e+14 2.07627615e+14\n", + " 6.01729354e+14 -1.04808304e+15 -2.98478447e+14 1.75062947e+15\n", + " 4.39124900e+15 8.10956526e+14 8.53300977e+14 -1.29265754e+14\n", + " -1.22490755e+15 -1.02621233e+14 -5.81440889e+14 2.73186228e+15\n", + " -4.12438217e+15 -1.90786070e+15 9.63368022e+14 4.20810367e+14\n", + " -1.15339567e+15 6.92341881e+14 7.51499119e+14 5.92175980e+13\n", + " 6.73335715e+14 -1.47205960e+15 2.36487650e+15 -3.71116632e+14\n", + " -5.33431138e+14 -3.16200031e+14 -1.86490785e+15 2.43050630e+15\n", + " -1.16080021e+15 2.78372867e+15 7.29518562e+14 -1.37568295e+15\n", + " -1.21212391e+15 -4.00061489e+14 -1.39312128e+15 1.06744422e+15\n", + " -1.30612994e+15 7.94662662e+14 -6.06103072e+14 7.63855888e+14\n", + " 1.09707378e+14 -3.85653481e+15 -5.41164371e+14 -2.68187380e+15\n", + " -4.00978216e+14 -1.96385596e+13 5.56374382e+14 -1.53809491e+15\n", + " 1.04211460e+14 -2.04151167e+15 2.57386022e+14 -4.92943811e+14\n", + " 6.80959377e+14 -5.60393034e+14 1.44691536e+15 7.14342988e+14\n", + " 5.12228725e+14 -3.21577546e+15 1.94467141e+14 5.29259545e+14\n", + " -1.62421865e+15 -1.61446613e+15 -5.19337895e+14 -6.92101995e+14\n", + " -9.84680931e+14 -4.85935752e+13 3.11425956e+13 1.02607471e+15\n", + " 1.67188091e+15 9.01354137e+14 1.69329095e+13 -6.47897505e+13\n", + " -1.43702681e+15 9.01023114e+14 3.97017539e+15 9.65344442e+14\n", + " -3.35467796e+15 -2.85488114e+15 1.57655823e+15 9.08599692e+14\n", + " 1.83236577e+15 -4.36064257e+14 -5.37605659e+14 2.05768369e+15\n", + " -2.01295931e+15 1.59442412e+15 3.55552996e+14 1.17297245e+15\n", + " -9.72223881e+14 -5.20472176e+14 -2.50762935e+15 -1.27277189e+14\n", + " 1.79005542e+15 -3.16343635e+15 -2.65515123e+14 -1.58361388e+15\n", + " 4.30726871e+14 3.41098074e+14 -1.67766076e+15 -6.13072805e+14\n", + " 1.98267002e+15 3.66925999e+14 6.77622264e+13 -3.00884885e+14\n", + " 1.12303546e+15 4.85681339e+14 2.81480293e+15 2.46732872e+14\n", + " -2.09702872e+15 -9.69882272e+14 9.15260215e+13 -2.98125070e+14\n", + " -3.14478989e+15 -1.24617709e+15 -1.19435882e+13 2.74350724e+15\n", + " -1.65782467e+15 -1.45236408e+15 -1.34361822e+15 -1.64101503e+15\n", + " 1.68524112e+15 7.54077330e+14 -1.00798608e+15 1.08669821e+14\n", + " 5.96010883e+14 1.05463896e+15 1.09989053e+15 -2.39900471e+15\n", + " 1.51047325e+15 -2.65678392e+15 2.94962411e+14 4.53575336e+14\n", + " 1.31542558e+15 -1.75564169e+15 1.53450018e+15 3.81587631e+14\n", + " -1.76721912e+15 3.41692723e+14 2.27316348e+15 2.44071830e+15\n", + " 7.99112183e+14 -9.05356302e+14 8.79366830e+14 1.17790091e+15\n", + " -2.62490865e+14 -2.23916098e+15 7.20077376e+14 -2.32285041e+15\n", + " -7.51256970e+14 9.15628250e+14 -5.61717969e+14 -3.47150614e+14\n", + " 1.17770015e+15 1.21339059e+14 -1.83825490e+15 -3.98446634e+14\n", + " -3.94066142e+14 4.55836339e+14 -5.32424911e+14 -3.47765670e+15\n", + " -3.35025625e+13 2.54067028e+15 1.05467149e+15 -2.55367194e+15\n", + " -7.57102818e+14 3.80395531e+14 2.78215767e+13 -8.58930356e+14\n", + " -2.48192760e+14 5.11486438e+14 -9.30191835e+14 1.64740723e+14\n", + " -2.19347557e+14 1.50023922e+15 8.74951846e+14 -1.05696865e+15\n", + " 1.73007094e+15 -2.08612301e+14 2.25761681e+15 -4.06771744e+14\n", + " 6.57212084e+14 -9.23208835e+14 -1.06091338e+15 1.14228905e+15\n", + " -1.59986462e+15 4.08258823e+14 3.29265574e+15 8.66688911e+14\n", + " -2.19653043e+15 -7.13892817e+14 -1.56864462e+15 7.12242861e+14\n", + " 4.26527259e+14 1.17931383e+15 -6.53140991e+13 -1.82239744e+14\n", + " 1.53275667e+14 -2.49549124e+13 -4.63217341e+14 1.63463547e+15\n", + " -2.87296277e+14 5.42365718e+14 2.83014491e+14 -7.99552553e+14\n", + " 9.07901033e+14 -1.58912427e+15 3.32480089e+14 1.64538614e+15\n", + " 1.71498541e+15 6.74061940e+14 -9.39035935e+14 -1.87748192e+14\n", + " -2.63895140e+14 8.71708544e+14 1.77881758e+14 1.19920376e+15\n", + " -4.27257319e+14 -8.18762137e+14 1.31489324e+14 2.36242051e+14\n", + " -1.90983882e+13 -7.49211556e+14 2.70481878e+15 -1.42821721e+14\n", + " -6.30138602e+14 -1.13860613e+15 1.98427517e+15 1.27806746e+15\n", + " 6.09035169e+14 -9.28328079e+14 -7.62158056e+13 -7.37199587e+12\n", + " 7.92389463e+14 -4.98954075e+14 8.56232497e+14 4.03736149e+14\n", + " 4.70541739e+14 -5.46980410e+14 -1.06258224e+15 1.11084119e+15\n", + " 1.76051289e+14 8.15891264e+13 2.05121412e+14 -1.99232117e+15\n", + " -1.47954708e+15 -1.18599281e+15 4.52577591e+14 2.75535583e+14\n", + " -2.22478581e+14 -5.43565293e+14 4.47891853e+14 1.00218191e+15\n", + " 1.16159555e+15 -1.13911713e+14 6.35281077e+14 3.60183290e+14\n", + " 7.91043363e+14 -8.82339697e+14]\n", + "Found 1912 total galaxies in catalog for cluster 22630\n", + "[-5.91176269e+14 -1.11716751e+15 3.12038296e+15 ... -1.87750310e+15\n", + " -3.08836601e+14 -1.30095451e+14]\n", + "Found 942 total galaxies in catalog for cluster 17777\n", + "[-1.98072402e+15 -7.36460273e+13 8.82990760e+14 -2.22119563e+15\n", + " -3.30053367e+15 -1.55939047e+15 6.50048087e+14 -4.36850875e+15\n", + " 3.89918132e+15 -7.84338304e+14 -7.06539384e+14 5.02631975e+14\n", + " 1.46766485e+15 1.07445510e+15 -1.42627855e+15 -5.78211816e+15\n", + " -1.88993248e+14 -1.48187733e+15 9.58664860e+14 5.95374840e+14\n", + " -2.57472364e+15 1.83478092e+15 1.22654058e+15 -2.31659825e+15\n", + " 2.98323583e+15 1.69219885e+15 9.29484423e+14 1.33037952e+15\n", + " 1.15680280e+15 -2.94807020e+14 -1.93582814e+15 5.10403187e+15\n", + " -2.73042393e+15 -2.44092987e+14 5.39226750e+14 3.99715740e+14\n", + " -2.74995834e+15 1.40129277e+15 -3.25628660e+14 -9.19731781e+14\n", + " 9.96370777e+14 -4.18263382e+13 1.19873516e+15 -8.90609309e+13\n", + " 1.33779971e+15 -5.84208536e+15 -2.39549095e+15 1.82190923e+15\n", + " 9.18113006e+14 1.69431747e+15 -1.36321448e+15 1.90171649e+14\n", + " 2.98210483e+15 -2.20420926e+15 1.11569580e+15 2.44276146e+15\n", + " 2.01581514e+15 4.17110047e+15 -1.49342066e+14 4.05252915e+15\n", + " -3.98176828e+15 2.41164168e+15 -1.75065315e+15 1.16596601e+15\n", + " 6.34532099e+13 -1.93701947e+15 3.99323819e+15 -2.38509612e+15\n", + " -4.57655274e+14 -1.64511841e+15 -1.24972846e+15 6.51299798e+14\n", + " 1.60904442e+15 4.38263174e+15 1.19863660e+15 -2.93715614e+15\n", + " -3.47300983e+14 2.49410066e+15 2.32424446e+15 -6.23438206e+14\n", + " 3.13448956e+14 1.12297986e+15 -2.54426670e+15 9.55469731e+14\n", + " 2.51980984e+15 -2.90723013e+15 -1.32117140e+15 2.73345029e+15\n", + " -2.95289637e+14 -1.63053664e+15 -3.59540737e+14 -1.11121821e+15\n", + " -3.27686953e+15 -1.77905690e+15 -1.45477675e+14 -1.17614369e+15\n", + " 2.25897726e+15 4.34247188e+14 -3.22671777e+14 -8.49433628e+14\n", + " -3.67859539e+15 -4.70709405e+15 -2.94280704e+14 -1.54994630e+15\n", + " -2.03151199e+13 1.32156731e+15 5.05577177e+13 4.21433539e+13\n", + " -9.26865430e+14 1.61359658e+15 6.89366207e+14 1.21006802e+15\n", + " -6.29126909e+14 -1.71702450e+12 -2.08551326e+15 3.62040680e+15\n", + " 1.98441310e+15 2.40495944e+15 1.71222257e+15 -6.74271605e+14\n", + " -2.91720485e+14 5.30368355e+14 1.55199110e+15 -9.95715671e+14\n", + " -6.86429275e+14 -3.97338504e+14 5.31113950e+14 4.06108102e+15\n", + " -2.70709706e+15 3.43774586e+15 -2.59566194e+15 -5.33288375e+14\n", + " -4.69241416e+14 -7.56760790e+14 -1.67462340e+14 7.45000597e+14\n", + " -1.44033965e+15 -5.45614422e+14 1.16212438e+15 2.31108101e+15\n", + " 2.32801228e+15 1.43011498e+15 7.14814814e+14 -1.78173628e+15\n", + " 8.99903556e+14 -7.34525013e+14 3.77375163e+14 -3.00424547e+15\n", + " -2.70546511e+15 -9.03896748e+14 4.01239361e+14 1.81809383e+15\n", + " 2.57803230e+15 3.83409851e+14 -1.03084019e+14 -5.57051107e+14\n", + " -4.22033505e+14 3.19715572e+15 -1.36845480e+15 1.03500730e+15\n", + " -9.79584913e+14 5.54917646e+15 -1.10688109e+14 4.78035252e+14\n", + " 1.44376730e+15 -3.14098074e+15 -1.15161736e+15 -8.21358450e+14\n", + " -1.12463282e+15 2.97286717e+15 -1.70903375e+15 -2.64024263e+15\n", + " 4.70479080e+14 1.32773830e+15 3.93449625e+15 -8.26174318e+14\n", + " 1.50458885e+15 7.40029410e+12 -1.14605239e+15 -3.14356896e+15\n", + " -1.93500856e+15 -2.98393415e+15 -5.92045094e+14 1.01624543e+15\n", + " -1.18447088e+15 2.77852307e+15 -3.96466496e+14 1.92763364e+15\n", + " 9.44844405e+14 -2.32543348e+14 -7.38707497e+13 2.03587232e+15\n", + " 4.30601368e+14 9.80884339e+14 -1.96661640e+14 1.44713233e+15\n", + " -4.39573581e+14 2.72642166e+15 1.21521040e+15 -4.74290512e+14\n", + " -1.01734720e+15 1.02047323e+15 -1.35631210e+15 3.67443175e+15\n", + " -9.07291877e+14 1.07148112e+15 -8.07306865e+13 2.28652193e+15\n", + " 1.79760168e+15 2.79876364e+13 -1.10551003e+15 -2.31877916e+15\n", + " -8.86119827e+14 2.18625367e+15 -1.54322498e+15 2.28321887e+15\n", 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-1.43627264e+15 -1.10274654e+14 9.05560126e+14\n", + " -5.76598668e+14 -8.08394723e+14 -2.54045061e+15 -2.23331816e+15\n", + " -1.85976112e+15 -2.43381305e+14 -1.05619757e+15 -3.21741843e+14\n", + " 8.40549542e+14 -1.29386026e+15 1.28587298e+15 7.67155607e+14\n", + " 1.27469382e+15 1.45039772e+14 -2.79504977e+15 6.67136395e+14\n", + " 2.92795909e+14 -5.39910826e+13 2.08634660e+15 -1.31253686e+15\n", + " -7.35376561e+14 -9.30274823e+14 -6.05604690e+14 -1.98844461e+15\n", + " -2.71054654e+15 5.45485929e+14 -6.70517749e+14 1.76065868e+15\n", + " 1.87884743e+14 1.57936925e+15 3.90240462e+15 2.46709024e+15\n", + " 2.79798928e+15 1.69612311e+15 -8.57373795e+13 1.23614812e+15\n", + " 6.09812679e+13 4.41954360e+14 -2.32184955e+15 1.89392441e+15\n", + " -1.88775882e+15 1.14474536e+15 1.37477277e+15 -6.74519049e+14\n", + " 5.80612636e+14 1.74932217e+15 3.16139667e+15 5.71677461e+14\n", + " 1.77497903e+15 -9.33686338e+13 7.24085218e+14 6.81854293e+14\n", + " -1.03214096e+15 -2.31259956e+15 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-5.79641147e+14\n", + " -1.82220692e+15 1.73260624e+14 1.28174390e+15 1.19566540e+15\n", + " 4.61669910e+14 1.29795812e+14 -1.00333546e+15 -2.62538845e+14\n", + " 6.22927511e+14 -3.25378304e+14 3.53709136e+14 -2.70845245e+15\n", + " 9.03035536e+14 4.63906558e+14 7.77825032e+14 -1.12731301e+15\n", + " 7.25538264e+14 1.64836243e+14 8.53926831e+14 -1.13072371e+14\n", + " -2.14736781e+15 -8.07478481e+14 2.18371128e+15 -1.62588901e+15\n", + " 1.76047210e+15 4.41695382e+14 -5.57792494e+13 -3.43544880e+15\n", + " -1.70490110e+15 -6.57063413e+15 -4.07326258e+13 1.05278784e+15\n", + " 1.81083899e+15 -1.43367629e+15 5.34664780e+14 1.64063453e+12\n", + " 1.77879799e+15 -4.36304704e+14 -8.78100875e+14 2.00007404e+14\n", + " -1.43859049e+15 5.89494224e+14 -1.14840368e+15 -1.38707596e+15\n", + " -5.98558551e+14 2.56913451e+15 -2.39985763e+14 -2.31969917e+15\n", + " -1.56375489e+15 6.58355928e+14 -2.74113535e+15 -1.25800765e+15\n", + " 2.03326925e+15 -2.87051112e+14 -1.78145056e+14 8.48208051e+14\n", + " -8.02034360e+14 -6.47397948e+14 -1.55872171e+15 4.12198953e+14\n", + " -1.27963301e+15 -1.34417638e+15 1.08289388e+15 -3.48893933e+14\n", + " 5.21370034e+14 4.78711219e+14 -5.14349388e+14 -4.17128895e+14\n", + " 1.47992850e+15 -1.54275908e+15 1.77066124e+15 1.30367022e+15\n", + " 2.97309575e+14 1.24802990e+15 1.74384519e+15 3.26891618e+13\n", + " -1.00642562e+15 1.38535100e+15 1.92643956e+14 6.69303948e+13\n", + " -3.25169435e+14 4.15222413e+14 -1.68366687e+15 3.83315277e+14\n", + " -9.90339882e+14 -1.98599479e+13 1.74726498e+15 1.14805470e+15\n", + " -8.10160448e+14 -1.04280222e+15 4.60468967e+14 -1.55349528e+15\n", + " 1.20496995e+14 1.66589463e+15 2.94973934e+15 3.71269331e+15\n", + " 3.43565169e+14 1.53751581e+14 7.59949191e+14 2.00937648e+15\n", + " -2.52968761e+14 5.00410336e+14 1.50132616e+15 -1.25236417e+15\n", + " -5.40310927e+14 4.18356199e+14 -1.44785806e+15 -4.83174605e+14\n", + " -4.13896531e+14 -9.33562433e+14 5.49045222e+14 -1.20305258e+14\n", + " -1.39965110e+15 -5.99804175e+14 -1.16298291e+15 1.04000687e+15\n", + " -7.07604113e+14 1.84639076e+15 2.54646614e+14 -1.68946666e+15\n", + " -1.00010945e+15 -3.52911624e+15 -3.54039651e+14 -3.90474050e+15\n", + " 4.54010159e+14 -8.29421399e+14 7.19226089e+14 -2.03961675e+15\n", + " -1.54827789e+15 -1.61450109e+15 -8.25463517e+14 -1.19814970e+15\n", + " 9.52111797e+14 3.84142763e+14 3.81067492e+14 -6.85155029e+14\n", + " 1.25002677e+15 1.28303977e+15 1.79118714e+15 -4.53547974e+12\n", + " 2.10291076e+14 1.57101871e+15 1.06637080e+15 5.95101801e+14\n", + " 2.19904801e+15 -5.63908827e+12 -1.36367643e+14 1.25146201e+15\n", + " 1.96156751e+15 5.29652285e+13 1.61419995e+15 -9.10707398e+14\n", + " 1.06576099e+15 1.26101410e+15 7.31638771e+14 1.15437120e+14\n", + " -3.79187899e+14 2.90866834e+14 -1.17968918e+15 2.75217133e+15\n", + " 1.37863055e+15 -1.39967160e+14 1.01772353e+15 6.37166431e+14\n", + " 8.84051313e+14 -1.59498150e+15 -5.30431840e+14 5.12497498e+14\n", + " -8.64545064e+14 1.15889836e+15 -3.17763839e+14 2.25722342e+14\n", + " 2.17583340e+14 7.67170420e+14 9.27646987e+14 -8.78799307e+14\n", + " 4.91049406e+14 -8.66888121e+14 8.76579147e+14 -8.77219333e+14\n", + " 3.35156383e+14 -3.83104941e+15 1.32477418e+15 3.25735087e+12\n", + " -2.29185060e+15 7.59115552e+14 -7.07291334e+14 1.71894874e+15\n", + " -4.36290750e+15 -1.49748799e+15 2.63085520e+15 3.06510063e+15\n", + " -2.04382819e+13 2.74145777e+15 -7.64903228e+14 -1.16801477e+15\n", + " -3.82281239e+14 1.36188237e+15 -2.72864595e+14 1.45616407e+15\n", + " 9.42650551e+12 1.72017004e+14 -8.07385100e+14 1.76322011e+15\n", + " 1.97107210e+14 -2.11698295e+14 8.53509786e+14 7.04621570e+14\n", + " 1.01742069e+15 -7.93217332e+13 1.07010524e+15 1.76940188e+15\n", + " 8.28207424e+14 -2.66221499e+15 5.58671133e+14 1.90711319e+15\n", + " 7.56572082e+14 1.10290039e+15 8.56585557e+14 9.55059169e+14\n", + " -6.29624305e+14 -2.06779943e+15 1.45736601e+15 -1.37140607e+14\n", + " 5.22525039e+14 -6.60271081e+14 2.98635521e+14 -1.47084038e+14\n", + " -1.59822830e+15 -4.24414831e+14 3.11489395e+14 -4.12845694e+14\n", + " 8.76009801e+14 6.97435756e+14 1.19596148e+14 -7.99409649e+13\n", + " 8.72492779e+14 -3.99812907e+14 -6.49633746e+14 -1.75572778e+15\n", + " -7.11182503e+12 9.13436574e+14 2.69028740e+15 2.96626295e+14\n", + " -1.94855224e+14 -4.43128385e+14 2.50029561e+15 1.90141156e+14\n", + " -1.88034391e+14 1.23527305e+15 1.62318159e+15 -7.70245389e+14\n", + " -3.36669715e+14 -1.55408581e+15 -9.20215752e+14 1.59996865e+14\n", + " -5.10247428e+14 8.48227990e+14 -1.67837567e+15 -9.51171628e+14\n", + " 2.47541443e+14 3.21293136e+13 -1.41948478e+14 1.38818422e+15\n", + " -1.68628918e+15 1.21140968e+15 -1.85540299e+14 -1.44556079e+14\n", + " -1.70144562e+15 9.09759488e+14 1.16973115e+15 -1.82255690e+14\n", + " -4.87382873e+14 9.62770092e+14 -2.85112525e+13 1.05568070e+15\n", + " 8.45300853e+14 1.81125914e+15 9.89216000e+14 7.65070075e+14\n", + " 2.50062738e+15 7.54628572e+12 -2.14028614e+15 -2.08155041e+15\n", + " -5.22858476e+14 4.52695424e+13 -7.99909566e+14 -1.06904586e+15\n", + " -1.67129762e+15 9.89897870e+14 -1.21223246e+15 5.80496712e+14\n", + " -1.36727093e+15 2.09829028e+14 -8.86560453e+14 3.87127920e+14\n", + " 1.65193464e+15 1.36958070e+15 -7.84483416e+14 2.06591699e+14\n", + " 1.94160457e+14 -1.88364065e+15 -1.06278785e+15 -1.15665774e+13\n", + " 2.73910099e+15 -6.81174815e+14 -6.93189962e+14 -4.44835747e+14\n", + " -5.36626621e+14 1.82130226e+15 2.51492793e+14 1.51437748e+15\n", + " 4.82043593e+14 9.14186679e+14 1.29600187e+15 6.86161090e+14\n", + " -2.32386518e+15 -1.98670292e+14 6.94126102e+14 4.87153704e+14\n", + " 1.31555113e+15 2.58059295e+15 -2.65311917e+14 3.11660374e+14\n", + " 4.46012936e+14 -3.99922608e+14 4.20339158e+14 4.11977482e+12\n", + " 5.09009664e+14 5.91344749e+14 -5.80173775e+15 1.13407604e+15\n", + " 1.25019431e+15 -4.51020814e+14 -1.17520023e+14 -7.25919049e+14\n", + " 9.65869873e+14 -9.33708560e+13 -1.14283839e+15 -8.80869085e+14\n", + " -8.99712488e+14 -6.94447694e+14 -2.20681132e+14 1.70842215e+14\n", + " -7.21541116e+14 2.00471114e+14 1.81087276e+15 -2.20215138e+15\n", + " 1.59761959e+14 -1.39787219e+15 -5.98719239e+14 1.04708440e+15\n", + " 1.47712665e+15 -5.45060302e+14 -2.81804946e+15 -1.32872234e+15\n", + " -2.71963375e+14 -6.98163438e+13 -1.06802778e+15 -3.75341526e+14\n", + " -1.05608675e+15 -4.80222781e+14 -4.13210237e+14 -6.90626571e+14\n", + " -2.04345680e+15 2.31679373e+15 6.04810264e+14 6.30144947e+14\n", + " 2.40928147e+14 -4.89887661e+13 7.94579594e+14 4.99101679e+14\n", + " 2.62776694e+15 -1.82260975e+15 2.58843913e+14 -1.03806316e+15\n", + " 4.88557365e+14 -2.43119577e+15 3.17173235e+14 -7.99758217e+14\n", + " 1.24043629e+15 -6.62121079e+14 5.50338407e+14 7.67143432e+14\n", + " 3.39012454e+14 -2.54530757e+14 1.84140720e+15 7.76476251e+14\n", + " 1.01292496e+15 -1.78829059e+15 -5.11503543e+14 1.13936005e+14\n", + " 1.71491894e+15 -9.38589811e+14 -9.19234307e+14 1.04728969e+14\n", + " -1.09532771e+15 -2.31689598e+15 1.59729388e+15 1.60352778e+15\n", + " 1.36589047e+15 -6.88785087e+14 1.52160306e+15 4.91078728e+14\n", + " 2.30865592e+15 -2.82569294e+14 2.73518040e+14 1.66408908e+15\n", + " -1.54105154e+13 -1.89562510e+14 4.61945831e+14 -5.31069716e+14\n", + " 2.11864661e+14 -7.35464642e+14 2.26316063e+14 -9.26622096e+14\n", + " -1.16026906e+15 1.58815742e+15 -3.42756350e+15 9.58522038e+14\n", + " 1.61429109e+15 -5.69008922e+14 -8.74616356e+14 5.03714148e+14\n", + " -1.04992034e+13 1.42105099e+15 -1.65371427e+14 4.39449950e+14\n", + " -1.53405042e+14 -1.08907274e+15 8.19674149e+14 -7.03396692e+14\n", + " 6.09389372e+14 -5.26642104e+14 6.22354240e+14 1.60677263e+15\n", + " -2.51941315e+15 7.59919050e+14 -6.75092307e+14 1.30003475e+15\n", + " -5.07715154e+14 1.76544986e+15 -2.32747888e+15 -4.40375822e+13\n", + " 4.26428039e+14 -5.94087387e+13 -1.84554305e+15 3.43491599e+14\n", + " 1.13000424e+15 8.24295514e+14 1.49031849e+15 1.84194720e+15\n", + " 1.12483176e+15 1.41699558e+15 7.26808819e+14 2.50399391e+15\n", + " 6.99054237e+14 2.00031932e+14 1.66539239e+15 4.45104745e+14\n", + " 9.19860455e+14 -1.35612852e+15 7.61061310e+14 1.18923123e+15\n", + " 1.00714240e+15 -1.68024028e+15 -1.31355005e+14 -3.46335838e+14\n", + " 8.13200706e+14 1.30625215e+15 -2.56655251e+15 -7.04709610e+14\n", + " 2.83142602e+14 3.83588640e+12 1.81304284e+15 -6.66930725e+14\n", + " 9.34135120e+13 8.83297948e+14 2.64133238e+14 -9.34901806e+14\n", + " -7.82962306e+14 8.08916778e+14 -1.96537629e+15 -6.43056303e+14\n", + " -1.04915424e+15 7.52068689e+13 -3.58603637e+14 -1.68975209e+15\n", + " 9.96994035e+14 2.04667251e+14 -5.28735640e+14 6.41760067e+14\n", + " -1.46534885e+15 -1.17378566e+15 1.35137093e+15 -9.13204068e+14\n", + " -2.68757048e+13 -4.34805032e+14 4.54047552e+14 5.99925073e+14\n", + " 1.99907373e+14 -1.52169841e+15 1.00018201e+15 9.10996337e+14\n", + " 1.31172947e+15 3.67905469e+15 -1.57892117e+15 3.91809183e+14\n", + " 3.97757098e+14 -9.55936484e+14 -4.84002630e+14 -1.24465410e+15\n", + " 5.35066619e+14 1.72923785e+15 -8.89981536e+14 3.68557726e+14\n", + " -9.81703667e+13 -1.05819919e+15 4.94665278e+14 -4.71623833e+14\n", + " 1.55308885e+14 1.16148593e+15 -1.53520816e+15 -4.76271536e+14\n", + " 9.46864337e+13 1.08314051e+15 -6.08425361e+14 -5.92703427e+14\n", + " 1.48237288e+13 -4.91184908e+14 -9.04264635e+14 7.31952868e+13\n", + " -7.17798529e+14 1.11983391e+15 7.63826416e+14 2.99041674e+14\n", + " 1.09266281e+15 1.27316872e+15 4.33834837e+14 -9.10839498e+14\n", + " -5.76676623e+14 -5.94671979e+13 -1.73327017e+14 -5.58768080e+14\n", + " 1.03655890e+15 3.73904788e+14 1.64486357e+14 5.23721437e+14\n", + " 7.65951194e+14 4.90391216e+14 3.41709447e+14 -8.29877974e+14\n", + " -3.67005239e+14 -3.29413005e+14]\n", + "Found 2126 total galaxies in catalog for cluster 33569\n", + "[-2.84261504e+15 1.60573858e+14 3.95545615e+15 ... -2.42692387e+14\n", + " -7.64237988e+14 -1.55854189e+13]\n", + "Found 1969 total galaxies in catalog for cluster 39996\n", + "[-1.96607851e+14 -4.49030264e+14 1.45237847e+15 ... 2.26368561e+14\n", + " -5.21978404e+14 -7.30040820e+14]\n", + "Found 3464 total galaxies in catalog for cluster 37007\n", + "[ 2.71421785e+15 -1.43301458e+15 1.15003338e+15 ... -5.79480946e+14\n", + " 3.40710498e+14 4.74355030e+14]\n", + "Found 4503 total galaxies in catalog for cluster 25937\n", + "[ 9.25147277e+14 -2.69775671e+15 -1.34482615e+15 ... 7.80236091e+14\n", + " 6.74363482e+13 -2.99705283e+14]\n", + "Found 1258 total galaxies in catalog for cluster 24386\n", + "[ 1.95778387e+15 1.61987255e+15 5.60387397e+14 ... 3.54061937e+14\n", + " -1.59645279e+14 -1.04719978e+14]\n", + "Found 4662 total galaxies in catalog for cluster 44685\n", + "[ 1.28177060e+15 -3.59470002e+14 2.58305350e+15 ... -6.69270800e+14\n", + " 3.98270037e+14 4.57600305e+14]\n", + "Found 2258 total galaxies in catalog for cluster 48725\n", + "[ 7.23120955e+14 1.64556902e+15 2.61582601e+15 ... 1.36560454e+15\n", + " 1.08082426e+15 -6.42765631e+14]\n", + "Found 1761 total galaxies in catalog for cluster 27260\n", + "[ 6.21959487e+14 -1.30428875e+15 1.61828069e+15 ... -8.52518552e+14\n", + " -1.10207881e+15 -4.45055628e+14]\n", + "Found 1011 total galaxies in catalog for cluster 35316\n", + "[ 3.01106793e+14 4.25032009e+15 -1.27573569e+15 ... 2.84972609e+15\n", + " -7.78603282e+14 3.44976559e+14]\n", + "Found 872 total galaxies in catalog for cluster 59428\n", + "[ 1.02594081e+15 -9.90036417e+14 -2.32862261e+15 -3.22695346e+15\n", + " 1.19827245e+15 -3.16520558e+14 1.43518292e+15 -1.69115617e+15\n", + " -5.61455311e+15 -4.44474700e+14 8.10253496e+14 4.70868435e+14\n", + " -7.95107655e+15 -3.38539757e+15 -2.50960756e+14 6.91010131e+14\n", + " -2.15743200e+15 1.69773835e+15 -3.78139857e+14 1.41326490e+15\n", + " -1.78096924e+15 3.20911883e+15 -3.22654863e+15 3.32620298e+15\n", + " 4.07664052e+15 -1.20065782e+14 -3.05387814e+15 1.51852667e+15\n", + " -1.87719772e+15 -2.62331868e+15 -3.11513808e+14 -3.95097642e+14\n", + " -6.63047355e+15 7.62684077e+15 -2.58217751e+15 -3.88609343e+15\n", + " 5.36307857e+14 2.26076302e+15 1.21742627e+15 1.29530969e+15\n", + " 1.93310164e+15 2.35866327e+15 -2.57205490e+15 4.64205298e+14\n", + " -3.49805417e+14 9.76820625e+14 -3.38751944e+15 5.21536038e+14\n", + " -2.58549377e+15 -4.02563069e+15 -1.91991835e+15 -1.02182866e+15\n", + " -2.99521896e+15 -3.68780852e+14 6.00385620e+14 5.38749303e+15\n", + " -3.14683846e+15 -2.01946477e+15 1.03909940e+15 -5.80255368e+15\n", + " 5.46307155e+15 -2.07428061e+15 -2.48586686e+15 2.14231080e+14\n", + " 5.69889948e+14 2.61201309e+15 5.54339803e+14 5.24095313e+15\n", + " 5.83071100e+15 2.72662116e+15 2.71916843e+15 3.61730068e+15\n", + " -1.45097297e+15 8.79487762e+14 -3.49853858e+14 -5.70572721e+14\n", + " 1.45513114e+15 -4.12640553e+13 -2.87998183e+15 3.47426350e+14\n", + " -1.82278636e+15 -9.68281647e+13 -1.07037189e+15 1.22118059e+15\n", + " 1.23828522e+15 -3.91885146e+15 -1.21424569e+14 -3.14673034e+14\n", + " -2.10617145e+15 -3.00579848e+15 -6.64354954e+14 -4.17893112e+14\n", + " 1.04789652e+15 -3.46522413e+15 -2.01177478e+15 -1.46316937e+15\n", + " -6.16825711e+14 2.63034190e+15 2.36645862e+14 1.28422638e+15\n", + " -2.02455417e+14 1.15797202e+15 3.28766880e+15 -2.25879421e+15\n", + " -3.47940286e+14 1.11813951e+15 4.88355436e+14 1.77837559e+15\n", + " -2.55567953e+15 2.84872245e+15 3.64085568e+14 5.45090722e+14\n", + " -1.95354593e+13 7.86184869e+14 9.88693304e+14 -3.07101017e+15\n", + " -1.41358994e+15 -4.26997480e+15 -8.46322983e+14 6.11218084e+14\n", + " 2.69171427e+15 -4.50070669e+13 -4.29317913e+14 -4.26326441e+14\n", + " -9.54896326e+13 -1.79500989e+15 -4.25737920e+14 -1.33527259e+15\n", + " 8.80462800e+14 -2.73243469e+14 5.88439568e+14 -1.16303864e+15\n", + " -1.20575987e+15 -3.45990801e+15 -1.93193682e+15 1.07962810e+15\n", + " -1.51075858e+15 1.35560613e+15 4.27280524e+15 -5.81721581e+14\n", + " 8.09648853e+14 3.46054243e+15 3.24425194e+14 -1.07660836e+15\n", + " 2.06783400e+14 2.92755041e+14 2.17401835e+15 2.71311943e+13\n", + " -2.70111866e+15 -2.23559113e+15 5.28498268e+14 -1.55599171e+15\n", + " 1.80528153e+14 1.38058935e+15 3.92914017e+15 1.05515911e+15\n", + " -2.17061498e+15 2.02697331e+15 -5.72193609e+14 -3.92090589e+15\n", + " 8.26436627e+14 7.93779004e+14 1.92601734e+15 2.37174074e+15\n", + " 1.97919452e+14 -5.78039699e+14 1.41820372e+15 -3.34497170e+14\n", + " -3.15143330e+15 5.41855616e+13 -6.26847974e+13 -4.15377329e+14\n", + " 1.09530781e+15 -3.12711223e+15 -1.01580772e+15 1.78985795e+15\n", + " 3.25574395e+14 -1.68690130e+15 -3.44034821e+15 1.33485523e+15\n", + " 2.23788758e+15 6.77197164e+15 -9.66681591e+14 -1.72506076e+15\n", + " -1.94546344e+15 -9.59503761e+14 5.17374475e+14 -3.69491778e+15\n", + " -1.76951722e+14 1.97017640e+15 -3.10671195e+15 1.67110026e+15\n", + " -5.50800055e+15 6.52196584e+14 -1.31185952e+15 3.23812547e+14\n", + " -2.11282841e+14 -4.44809543e+14 -6.46676606e+14 -4.15184998e+14\n", + " 6.56737416e+14 6.38576094e+14 1.64428486e+15 -6.69329032e+14\n", + " -2.28307618e+14 -9.23638324e+13 -2.70804714e+14 1.34923359e+14\n", + " -1.87177880e+14 3.08813176e+14 -5.38355666e+15 -5.36310884e+13\n", + " 2.46607743e+15 6.65620229e+14 -4.33046645e+14 -2.16552385e+15\n", + " -3.13490730e+15 -2.98750688e+14 -1.01109004e+15 -3.33051873e+15\n", + " 5.68808595e+14 1.23824969e+15 1.29277882e+15 9.23569548e+14\n", + " 3.01217399e+14 -8.74852939e+13 -1.92909935e+15 -2.85147787e+15\n", + " -2.83998311e+15 9.23969312e+13 -3.21239415e+14 1.61789537e+15\n", + " -1.22865724e+15 -1.73579485e+15 2.26041745e+14 1.02223015e+15\n", + " 3.77469438e+14 -1.84034673e+15 -1.69827278e+15 -3.08628015e+15\n", + " 2.41429903e+15 2.00684996e+14 1.38096431e+15 -1.53184150e+14\n", + " -4.65757810e+14 1.68938046e+15 -5.26468568e+14 -1.60983416e+15\n", + " 2.07070829e+15 7.38005524e+14 -2.00396696e+14 2.86821948e+14\n", + " 1.49577306e+15 -7.01757037e+14 1.25391857e+15 -8.63429902e+14\n", + " 1.75595052e+15 -9.22486254e+14 2.04584311e+15 2.13566770e+15\n", + " -4.81240361e+14 -6.68528693e+14 1.63319597e+15 -1.25103349e+15\n", + " -1.53365788e+15 -1.90251033e+15 -1.48526292e+15 -1.22281531e+15\n", + " -8.75680215e+14 -4.22006736e+14 2.37698310e+15 4.23263778e+15\n", + " -1.52698500e+15 -2.77683062e+14 7.69677833e+14 -8.15028048e+14\n", + " 1.35840064e+15 -1.25377623e+15 3.54494710e+14 -3.70092458e+13\n", + " -3.25053834e+15 1.31229141e+15 2.20870653e+15 -8.79161753e+14\n", + " -1.13468211e+15 -2.78254809e+15 -3.43558355e+14 1.05856047e+15\n", + " 1.72925818e+14 7.66499232e+14 -1.03900367e+15 1.89824228e+15\n", + " -1.33952504e+15 -6.93905753e+14 -3.85378707e+14 -1.19812494e+15\n", + " 2.15664203e+15 3.53605863e+14 -1.54138071e+15 1.42646488e+15\n", + " 1.93985710e+15 -3.54597295e+15 5.71257336e+14 -7.75958430e+14\n", + " 1.61805229e+15 8.96231286e+14 -4.29957591e+14 -1.28127375e+15\n", + " -1.01758115e+15 -5.08400797e+12 5.37729161e+13 1.24157749e+15\n", + " -1.68055764e+15 -1.70907520e+15 -1.26187086e+15 4.92493085e+15\n", + " -2.86105716e+14 -4.85354143e+14 -5.67792604e+14 8.99008161e+14\n", + " -3.78227008e+14 -7.63696195e+14 -1.03734144e+15 -4.15295312e+14\n", + " -2.96782062e+15 2.39974368e+15 -5.11992531e+14 1.18220428e+15\n", + " -4.37598511e+14 1.65542788e+15 2.26499021e+15 2.65941711e+14\n", + " -8.72193377e+14 -1.37882830e+14 -4.27312282e+13 3.67964275e+14\n", + " 1.09676274e+15 1.89124456e+15 -3.67216460e+14 -5.54887961e+14\n", + " 3.59354500e+14 -2.62695000e+14 -8.21084637e+14 -2.22625081e+14\n", + " -3.02109262e+15 -2.03741621e+15 -1.95633307e+15 2.97059544e+15\n", + " -6.59411301e+14 -1.11587746e+15 -1.43465521e+15 -9.36041178e+14\n", + " -9.14391271e+14 -1.73071196e+15 -1.72377693e+15 6.70420697e+14\n", + " -3.71738605e+14 -2.11769622e+15 4.02715616e+14 -6.04168329e+12\n", + " 1.53763170e+14 -3.47163980e+14 -3.19389766e+14 1.71590789e+15\n", + " -1.32411241e+15 -8.25060656e+14 -2.12710307e+14 1.42754968e+15\n", + " -1.40002099e+15 2.20560961e+15 2.61430464e+15 -3.19787190e+14\n", + " 2.71471254e+14 6.68560626e+14 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1.20270206e+15\n", + " 2.36984330e+15 -7.32802954e+14 1.47056239e+15 9.36210736e+14\n", + " -3.92018611e+14 -9.93717753e+14 6.26392880e+13 1.76104998e+15\n", + " 2.78388957e+15 -2.30871876e+14 -5.97647148e+14 4.23887219e+14\n", + " 3.04255070e+14 -3.24287241e+15 -2.00711865e+15 1.62194781e+14\n", + " -6.45885048e+14 -4.32035103e+13 9.55025752e+13 2.49843964e+15\n", + " 8.11611987e+14 5.41150669e+14 -8.45677629e+14 2.61403053e+15\n", + " 5.25611294e+14 7.16158896e+14 -5.06196120e+14 -3.30622053e+14\n", + " 2.35165148e+15 -5.04592946e+15 -1.48287115e+15 -9.92127168e+14\n", + " -4.04188358e+14 -2.90723390e+14 6.67898571e+14 -4.52586354e+15\n", + " -2.11286743e+15 -8.72499596e+14 -9.22581918e+14 8.92073200e+14\n", + " 4.55344731e+14 1.61299946e+15 1.93766061e+15 -1.68411047e+15\n", + " 1.54111444e+14 2.98042324e+15 2.31946924e+14 -4.30996588e+14\n", + " -6.66475233e+14 5.12780796e+14 -9.43306661e+14 -2.55001228e+15\n", + " -4.43469960e+14 5.76131119e+13 -6.28984136e+14 1.94471193e+14\n", + 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1.72302780e+15 4.33136495e+14 2.53048573e+15\n", + " 4.19936875e+14 7.58242048e+14 -2.15271227e+15 3.15610838e+14\n", + " 1.94366608e+15 -1.99756834e+15 4.88956886e+14 1.55723071e+15\n", + " 2.18061301e+14 -2.19906433e+14 1.02497483e+15 -6.70224864e+14\n", + " 1.57473109e+15 -3.42120835e+15 -1.91050176e+14 -1.11718919e+15\n", + " 6.38297920e+14 1.41820714e+15 -9.92807497e+14 -2.67431455e+14\n", + " 1.40130770e+14 -2.51079980e+14 2.60456835e+14 2.37952766e+15\n", + " 1.57550736e+14 1.51760486e+15 -1.88982705e+15 -1.69227456e+15\n", + " 9.73349134e+14 1.13056226e+15 1.54142960e+15 5.08681861e+13\n", + " 3.58773605e+14 -2.66416695e+14 -7.71172474e+14 8.53408540e+13\n", + " 1.99387556e+13 -1.38719665e+15 -1.78812363e+15 -9.19950600e+14\n", + " -1.97579399e+15 -1.28236279e+15 -2.34410507e+15 1.39541235e+14\n", + " 9.43678091e+14 -1.48735532e+15 2.80831657e+14 2.94795373e+14\n", + " 2.36101632e+15 5.90419468e+14 -1.08744728e+15 1.57402501e+15\n", + " -7.98444568e+14 -2.07854548e+15 1.85767205e+15 -1.29785296e+15\n", + " 6.72320302e+14 4.93025120e+14 -1.31957833e+14 6.83719587e+13\n", + " 6.55584933e+14 -1.31557346e+15 2.05096853e+15 -7.69449034e+14\n", + " -9.21719436e+13 2.34791169e+15 -6.84776987e+14 -7.16526200e+14\n", + " -4.61452401e+15 -4.11454882e+14 -1.71848490e+14 7.68726435e+12\n", + " 1.42645995e+15 3.28751976e+15 6.55386724e+13 1.05673020e+15\n", + " 2.19294707e+14 -3.87350079e+14 1.60379530e+15 -1.76629784e+15\n", + " -1.92652768e+15 2.43269253e+15 -1.27779223e+15 3.55393053e+14\n", + " 2.39760571e+14 1.75904130e+15 1.10781455e+15 5.45269696e+14\n", + " -1.42750361e+14 -1.62788983e+15 2.70735453e+15 2.08886549e+14\n", + " -8.93136353e+14 -9.49527018e+14 5.04846088e+14 3.20616870e+15\n", + " 5.42526843e+14 1.41519012e+15 1.07910821e+15 -2.75352949e+14\n", + " -3.50593381e+14 -1.38209058e+15 -1.44319732e+14 -6.89398405e+14\n", + " -1.72698249e+15 1.24627497e+15 -7.97230956e+14 1.56221463e+15\n", + " 1.51248814e+15 -1.14284883e+15 1.06317147e+14 2.20862236e+14\n", + " 6.44362305e+14 -7.57435427e+14 -7.50342783e+13 9.59955781e+14\n", + " -2.56795398e+14 3.65225561e+14 3.77465260e+14 -1.18338753e+14\n", + " 8.73549429e+13 7.54803439e+14 -6.49078693e+14 1.34210521e+15\n", + " -1.58135796e+15 -7.02016646e+14 1.77134322e+15 -6.01228625e+14\n", + " -1.17643627e+15 4.21597291e+14 9.70247201e+14 1.14878363e+14\n", + " -3.34231536e+14 -1.87498338e+15 -9.01404685e+14 -1.00599572e+15\n", + " 1.42261394e+15 -4.38336807e+14 1.05512035e+15 -5.76248591e+14\n", + " 9.46903246e+14 4.17393018e+14 1.91986157e+15 -8.68366516e+14\n", + " 1.67762227e+15 -3.73957583e+14 -1.43473168e+15 -1.41106748e+14\n", + " -1.14513074e+15 6.26599594e+14 -2.98120199e+14 -1.67624643e+15\n", + " 1.01845088e+15 -5.81842298e+14 -1.48993333e+15 -6.82721520e+14\n", + " 6.07029665e+14 -1.52842758e+15 1.41165124e+14 2.04529385e+15\n", + " -1.40538123e+14 1.03539913e+15 -3.74401715e+14 -5.42733185e+14\n", + " -3.27781390e+14 1.75723185e+15 1.74615749e+15 -2.29011725e+15\n", + " 8.58727960e+14 -2.23984309e+14 -2.69014972e+14 -1.28339793e+15\n", + " -1.06870693e+15 2.86196716e+15 -1.05382591e+15 -5.44931380e+14\n", + " 1.17955891e+14 -5.70951160e+14 -1.24516330e+14 2.83390148e+15\n", + " 3.61494055e+14 2.35476554e+15 2.39991551e+14 -1.61399729e+15\n", + " -1.60538825e+15 -1.70004183e+15 2.39946915e+14 8.09538269e+14\n", + " 1.03964457e+15 -3.29990992e+15 3.10003150e+14 2.99124149e+14\n", + " 5.05157979e+14 7.16051201e+14 -1.43232796e+15 1.77766590e+14\n", + " 4.49402995e+14 -1.31992087e+15 6.90258299e+14 -9.18236673e+14\n", + " 9.13141415e+14 -2.57850106e+15 9.34334950e+14 1.17864321e+15\n", + " -4.46895439e+14 -1.54447720e+15 8.89809718e+14 1.51471714e+15\n", + " 3.51475668e+15 -1.41107172e+15 -6.30527486e+14 8.95046520e+14\n", + " 9.42270772e+14 -7.21492037e+14 -4.77333736e+13 -7.91809665e+14\n", + " 9.88405164e+14 -1.05934768e+15 1.21472151e+15 -1.08687085e+15\n", + " -2.72646689e+14 -2.35862486e+14 -1.72868178e+15 7.07012269e+14\n", + " -2.42835051e+15 1.51686204e+15 6.25738194e+14 -1.00891405e+15\n", + " 3.68937341e+14 1.87332952e+15 -3.25486178e+14 -1.37314019e+15\n", + " 7.18986460e+14 -7.50068306e+14 1.49359553e+15 -8.49179573e+13\n", + " 4.34300510e+14 2.86319038e+14 1.65703627e+15 -7.65065608e+13\n", + " 3.54773484e+14 -2.84543254e+14 -3.37479719e+14 1.59183814e+15\n", + " 7.88309546e+14 6.31320819e+14 1.55939364e+15 3.22197998e+14\n", + " 3.55112970e+14 1.67944734e+15 -2.53639776e+15 2.18124280e+15\n", + " 1.08168602e+15 4.30768842e+13 -6.45790543e+14 9.92072985e+14\n", + " -1.02511384e+15 8.73128590e+14 3.33882128e+14 -7.67578208e+14\n", + " 5.47375748e+14 1.02364106e+15 2.63161365e+15 -5.61190657e+14\n", + " -2.28064341e+14 6.49124984e+14 -4.42284923e+14 3.91309087e+14\n", + " 6.98036494e+14 -9.69678248e+14 5.43592391e+14 9.10066701e+14\n", + " 7.11327738e+13 6.21908320e+14 2.38459877e+14 1.10187237e+15\n", + " 1.40740779e+13 -2.52787503e+14 -3.83874707e+14 1.67141447e+15\n", + " 4.26088302e+14 3.49667683e+14 4.24039068e+14 -7.95320732e+14\n", + " 1.11058858e+15 -5.36165761e+14 1.24731626e+14 -2.98583580e+14\n", + " -3.82168139e+13 6.97414217e+13 -1.60241225e+15 1.23389223e+15\n", + " -2.41402310e+14 1.02964636e+15 -2.91011089e+14 6.97969852e+14\n", + " 3.86516235e+14 -6.93766332e+14 -1.01558820e+15 -9.34917187e+13\n", + " 9.72039332e+14 4.72622020e+14 7.12196792e+14 -6.60686137e+14\n", + " 8.38401704e+13 -1.41898555e+15 -4.43609258e+14 6.87841148e+14\n", + " 2.20115921e+15 5.89358653e+14 -4.94061482e+14 -5.33583811e+15\n", + " -2.18946875e+15 3.28151599e+15 2.14098444e+15 5.50510595e+14\n", + " -3.19870866e+14 4.08631832e+14 8.53198822e+14 1.47266771e+15\n", + " -7.09367538e+14 8.11101174e+14 -7.15912390e+14 -7.70447465e+14]\n", + "Found 1944 total galaxies in catalog for cluster 25976\n", + "[ 1.46330369e+15 5.31906593e+14 -2.36226372e+15 ... 2.30798721e+14\n", + " 8.09153116e+14 -8.45750270e+14]\n", + "Found 2708 total galaxies in catalog for cluster 31596\n", + "[-1.75198766e+15 6.58028574e+14 -1.82279525e+15 ... 1.41756701e+15\n", + " -7.21696010e+14 -2.28817482e+14]\n", + "Found 5886 total galaxies in catalog for cluster 26346\n", + "[ 2.52101828e+14 1.00649324e+15 6.95556809e+14 ... -5.87070202e+14\n", + " 8.98217200e+13 -6.40236000e+14]\n", + "Found 2469 total galaxies in catalog for cluster 36608\n", + "[ 4.12733679e+14 1.82342631e+15 3.24769572e+15 ... -3.95295027e+14\n", + " -5.78446398e+14 -4.57069921e+14]\n", + "Found 3301 total galaxies in catalog for cluster 26938\n", + "[-1.23476143e+14 1.85387579e+15 1.53596313e+15 ... -8.03528296e+14\n", + " 5.09828712e+13 2.89223175e+14]\n", + "Found 1179 total galaxies in catalog for cluster 74483\n", + "[-4.18983372e+14 1.75639781e+15 -3.08770818e+15 ... -1.61973657e+15\n", + " 3.35109685e+14 1.89923858e+14]\n", + "Found 2586 total galaxies in catalog for cluster 62882\n", + "[ 2.15561461e+15 -2.49249593e+15 -2.56813815e+15 ... 1.40122868e+15\n", + " -7.01672491e+14 6.49148325e+13]\n", + "Found 366 total galaxies in catalog for cluster 25770\n", + "[-4.12401251e+15 -3.43488632e+14 5.39775185e+15 6.50407308e+14\n", + " 1.54851767e+15 1.08419896e+15 -1.81104642e+15 1.09150899e+15\n", + " -3.56440261e+15 -5.69175646e+14 -4.60884603e+15 6.05653945e+15\n", + " 2.02554834e+15 1.91959995e+15 -5.84696589e+15 -3.76241075e+15\n", + " 3.84857362e+14 -3.55095744e+15 9.85849554e+15 -1.15886313e+15\n", + " -1.63494271e+14 -1.12950879e+14 -1.16947577e+15 -2.90704002e+15\n", + " 5.31177081e+14 -1.01575298e+15 -2.98390646e+15 1.57692151e+15\n", + " -3.72678052e+15 -7.79493342e+15 2.65786924e+15 -8.41381928e+14\n", + " -1.09156586e+15 -9.12450510e+13 -5.90105945e+14 1.45753960e+15\n", + " 1.69068549e+15 -3.93897615e+14 2.11956689e+15 -3.12946133e+14\n", + " -4.81697169e+15 2.32077118e+15 1.98050395e+15 1.06672681e+15\n", + " 2.41711124e+14 -1.61193203e+15 1.62265321e+15 -5.71873441e+14\n", + " -5.06376397e+14 -2.51305388e+15 6.37477641e+15 1.85162710e+15\n", + " -1.25378740e+15 -1.38533676e+15 2.44238421e+15 1.64483652e+15\n", + " -1.24117900e+15 1.20348463e+15 8.11198538e+14 -3.78191519e+15\n", + " 6.44007028e+14 -4.80913717e+14 3.57376916e+15 3.98750727e+15\n", + " -5.83971359e+15 -1.24549794e+14 2.22047853e+15 1.66957919e+15\n", + " -1.13780738e+15 -1.46873231e+15 1.49081610e+15 2.29880354e+15\n", + " -1.51310235e+14 6.30642826e+14 2.23838284e+15 -4.36835848e+14\n", + " 2.62789273e+15 2.67618809e+15 -6.77023792e+14 -1.70352173e+15\n", + " 2.57759112e+15 -6.40233693e+14 2.01801437e+15 2.36809551e+15\n", + " -1.26109315e+15 1.82451385e+14 -1.02788113e+15 -3.21442631e+15\n", + " -1.33513624e+15 -2.92870317e+15 -3.20380035e+15 -1.06537668e+15\n", + " 2.39177865e+15 5.67988472e+15 -2.60148819e+14 3.10207006e+15\n", + " 8.39058038e+14 1.16676683e+15 -2.54273063e+12 1.03339177e+15\n", + " 8.83626470e+14 -1.13840426e+15 6.27069531e+14 -2.98040818e+15\n", + " 9.18811626e+14 -2.67494431e+15 -1.18491613e+15 -2.18025132e+15\n", + " 8.92374098e+13 8.21793883e+14 -4.85730810e+14 2.82541375e+15\n", + " 3.74019913e+15 6.88096572e+14 1.06809696e+15 -1.13321428e+15\n", + " 7.52128373e+14 -1.55883885e+15 -5.18384374e+13 3.74992979e+15\n", + " 5.28935939e+15 1.73645279e+15 8.55024507e+14 -8.99282671e+13\n", + " 1.05219805e+14 -1.41447312e+15 -2.06176207e+15 3.48423826e+14\n", + " 1.71962586e+15 7.91103221e+14 1.08138704e+15 3.30597284e+15\n", + " 1.39825662e+15 -2.82674144e+15 2.80107624e+15 -1.42354235e+14\n", + " -2.68571029e+15 2.06321072e+15 1.34598194e+15 -2.29221931e+14\n", + " -1.01436171e+15 1.28551565e+15 8.70266026e+14 -9.67802641e+14\n", + " -4.65287375e+15 -3.08902668e+14 1.67050061e+14 3.89537303e+15\n", + " -1.74041794e+14 4.14520566e+15 6.76477226e+14 2.26447671e+14\n", + " 2.20279420e+14 3.19627290e+14 4.75401756e+14 -4.31176937e+14\n", + " -4.86152741e+14 -5.25699135e+14 -1.78168513e+15 5.80042250e+14\n", + " -2.32093911e+15 6.97779371e+14 1.38338237e+15 6.02357370e+13\n", + " 1.22978104e+15 -1.39444899e+15 9.78510686e+14 -2.54840229e+15\n", + " 1.25535218e+15 -2.15335405e+15 -3.59073850e+15 1.24063368e+15\n", + " -1.00497067e+15 -3.52606388e+14 2.13214766e+15 -8.37104120e+14\n", + " 9.71628242e+14 3.76468827e+14 3.52083070e+14 -6.63194835e+14\n", + " 2.68011927e+15 -2.89341258e+15 2.28775454e+15 -4.07333786e+14\n", + " 3.51770172e+15 1.51477757e+15 1.07987845e+15 1.34384485e+15\n", + " -4.82559231e+14 2.65444107e+14 -7.47153396e+14 -5.18829682e+14\n", + " 9.96045803e+14 3.76430719e+14 -4.33931568e+14 1.68533645e+14\n", + " 1.49287409e+14 3.51672755e+14 1.07000289e+15 -8.72758446e+14\n", + " -1.39475110e+15 -2.39265628e+15 -3.27618859e+14 -2.65802872e+15\n", + " -2.90488686e+15 -8.31780434e+14 -2.24743069e+15 4.00708108e+14\n", + " 1.40166188e+15 4.82746983e+14 7.21026631e+14 -2.39287245e+14\n", + " -8.47854941e+14 2.87223370e+15 1.23148418e+15 2.45480311e+14\n", + " -1.36126533e+15 2.85563848e+15 9.17329230e+14 4.17824021e+14\n", + " 7.11275796e+14 3.71149385e+14 -7.37911664e+14 9.56762445e+14\n", + " 2.84300806e+15 -2.34559438e+15 -1.73461704e+15 -1.14942339e+15\n", + " 3.10465484e+14 -9.21764859e+14 4.83866530e+15 -2.58546086e+13\n", + " -8.17837439e+14 -2.55339706e+13 3.89231925e+14 -2.66515273e+15\n", + " -1.31668507e+14 5.69726653e+14 -4.27246031e+14 4.85190851e+14\n", + " -1.87850022e+15 -7.04762243e+14 1.06108064e+15 5.91703115e+14\n", + " 3.86326988e+14 1.02502819e+15 2.25965695e+15 6.24028281e+14\n", + " -9.33809057e+14 1.72453124e+15 8.06385615e+14 1.71877949e+15\n", + " 5.13012987e+14 1.76238435e+15 -3.95061312e+14 1.18402170e+15\n", + " 1.06002847e+14 1.70148994e+15 -8.83115348e+14 6.99047950e+14\n", + " 3.56436044e+15 -3.28085585e+14 -7.84272371e+14 -6.38521662e+14\n", + " -2.65178665e+15 1.57110224e+15 1.08449786e+15 1.48768859e+15\n", + " 2.11809459e+15 1.35032381e+15 1.47347649e+13 5.84450165e+14\n", + " -6.44754112e+13 -4.84322790e+14 1.00009986e+15 5.83417096e+14\n", + " -1.17129697e+15 -1.62423565e+14 -3.11812667e+14 1.38005607e+15\n", + " 2.59789659e+15 -1.09739397e+15 2.76748128e+15 -4.08959054e+14\n", + " 1.20713266e+15 -7.52821257e+14 9.87392417e+13 -2.71370083e+15\n", + " -5.66743114e+14 1.21113786e+15 1.97453207e+15 7.71064807e+14\n", + " 5.82444665e+14 9.41781755e+14 -2.19368531e+15 8.95781774e+14\n", + " -1.09905906e+15 2.04091416e+15 7.16301970e+14 -1.47091110e+15\n", + " -1.65293765e+15 -1.16605573e+15 4.22758439e+14 -1.80797343e+15\n", + " -1.05064181e+14 8.78033125e+14 2.49347367e+14 -1.71774262e+15\n", + " -1.00200553e+15 -3.73051153e+14 -1.52429211e+15 1.39976875e+15\n", + " -2.50932486e+15 -5.85839893e+14 -1.20130718e+15 1.98330058e+15\n", + " -1.05821581e+15 1.75592959e+15 -2.61546507e+14 9.31539547e+13\n", + " 4.70066400e+14 -1.16695031e+15 1.47997620e+15 4.05141263e+14\n", + " 1.14571810e+15 2.41567587e+15 -5.52187459e+14 -3.09220512e+14\n", + " -7.74168349e+14 7.71430835e+14 -4.16630159e+14 -1.06013189e+14\n", + " -1.46475061e+14 -1.08329005e+15 -6.32730071e+14 4.35448599e+14\n", + " 1.52213283e+13 2.84725036e+15 9.36176862e+14 7.69705259e+14\n", + " 7.26421234e+14 -1.18956152e+15 1.03773902e+15 -2.97838925e+14\n", + " -4.79266784e+14 9.91822235e+13 7.20606343e+14 5.23368405e+13\n", + " -3.81840693e+14 -7.41381030e+14 1.43838563e+14 7.96209711e+14\n", + " -9.40735946e+14 1.73002336e+15 -2.93790538e+15 -6.25232385e+14\n", + " -8.93267751e+14 3.33477445e+15 4.09154448e+14 -3.22485031e+13\n", + " 9.08668427e+14 1.15507700e+15 1.04100843e+15 -9.34282154e+14\n", + " 9.77432725e+14 -4.27354863e+13]\n", + "Found 280 total galaxies in catalog for cluster 59302\n", + "[-5.06316085e+14 2.39305853e+15 4.33443331e+15 -1.48019945e+15\n", + " -1.71198728e+15 2.38496279e+15 2.95698477e+15 -2.30261556e+15\n", + " -1.34971732e+15 -1.93107071e+14 -3.69728369e+15 -2.62765376e+15\n", + " 1.18016107e+15 -1.11293122e+15 -5.22820355e+14 -8.30466549e+14\n", + " -1.63338166e+14 -1.09738583e+15 4.49161147e+14 1.38174479e+15\n", + " -2.39438014e+15 -3.93717288e+15 -1.44383429e+14 3.05130609e+15\n", + " 1.65364775e+15 9.47799740e+13 1.49906118e+15 1.94315548e+15\n", + " 1.51147494e+15 -1.93775591e+15 3.79297824e+15 2.51347997e+15\n", + " 2.77769483e+15 -1.97061598e+15 -2.88132266e+15 1.83866093e+15\n", + " 4.80682362e+15 1.12275959e+15 3.36704398e+15 7.17607956e+14\n", + " 1.08630363e+15 2.17630631e+15 -5.45173035e+14 -3.91519538e+14\n", + " -9.69228629e+12 1.86221482e+15 1.85641995e+14 -1.09536529e+15\n", + " 5.37922214e+15 -3.63590705e+15 2.45186920e+15 -6.09956520e+14\n", + " 3.36225609e+15 -2.73091204e+14 -1.66569278e+15 -1.89041899e+14\n", + " 1.40530676e+15 -7.48097672e+14 3.07446537e+15 8.88902047e+14\n", + " 1.65246634e+15 -3.44712005e+15 -1.77608932e+15 -2.92466968e+15\n", + " -2.10801809e+14 8.41308147e+14 1.88103252e+15 1.89872571e+15\n", + " -3.27392969e+14 4.21323883e+15 -1.99881682e+15 -4.66796809e+13\n", + " 1.39015140e+14 -1.57388982e+15 1.60438058e+15 -1.82765420e+15\n", + " -1.08828708e+15 -1.61807686e+15 6.04952097e+15 -1.99494037e+15\n", + " -3.78723262e+15 -1.32538389e+14 -1.12005864e+15 2.82469511e+15\n", + " 6.36792362e+14 -3.63754713e+15 2.40039097e+15 3.08598219e+15\n", + " 1.35800270e+15 8.20347644e+14 3.37516241e+15 4.23574478e+15\n", + " -2.97313110e+14 3.75267730e+15 -5.16188880e+14 -1.66612188e+15\n", + " 5.08591582e+14 -2.76042096e+13 3.16905742e+15 1.49027246e+15\n", + " -4.79995726e+14 -1.20324496e+15 7.06150037e+14 1.68707828e+15\n", + " -2.63712205e+15 2.70645371e+14 -3.09683271e+15 -3.67681875e+14\n", + " -3.53629963e+15 1.20433772e+15 1.17466966e+15 -6.28084774e+14\n", + " 3.66311551e+14 1.25171355e+15 -4.03432865e+14 -1.94389026e+14\n", + " 1.47082573e+15 -4.05239890e+14 -2.28939148e+15 -1.71152360e+15\n", + " 1.86335099e+15 2.18410766e+15 -1.00074162e+15 2.98923792e+15\n", + " 2.78188187e+14 9.79114510e+14 -9.54241882e+14 1.75387104e+14\n", + " -6.01605413e+13 3.16873634e+15 -2.34819422e+14 -1.67339187e+15\n", + " 4.29307182e+15 -1.98471337e+15 -1.90132248e+15 -1.16761411e+15\n", + " 1.33068097e+15 -1.27599730e+15 1.11744026e+15 1.65685277e+15\n", + " 9.99619156e+14 7.07799161e+14 -1.98455134e+15 3.25450825e+15\n", + " -3.07587027e+15 1.57733197e+15 7.77586318e+13 1.36132294e+15\n", + " 1.79442096e+15 -1.04143608e+14 -2.68101278e+15 1.32222783e+13\n", + " 1.37058091e+15 -4.26394015e+14 4.71126521e+14 1.65494126e+14\n", + " 1.99875424e+15 -3.88602545e+15 -1.22228766e+15 2.22770116e+15\n", + " 4.37658731e+15 1.57571100e+14 3.69856330e+15 -3.90503190e+13\n", + " -1.15433463e+15 -2.57035096e+15 1.30664225e+15 -8.45000141e+14\n", + " -2.06967449e+14 -3.04750063e+15 -1.37573271e+15 -4.72104178e+14\n", + " -1.40898706e+15 -3.07456879e+15 -8.12506900e+14 -2.68081062e+14\n", + " 1.18337636e+15 2.07838282e+15 -1.30674092e+15 -6.19575107e+14\n", + " 2.68410931e+15 1.01893809e+15 -6.80012996e+14 3.29845332e+14\n", + " -2.43152569e+15 7.64818120e+14 -3.34224685e+14 -4.02942961e+14\n", + " 3.76274463e+15 -3.21019126e+14 -3.48346519e+14 6.96282685e+14\n", + " -2.87396624e+14 -6.38416646e+13 -4.22431473e+14 -1.94180115e+15\n", + " 1.40123701e+15 6.94797465e+14 -2.70667744e+15 -3.16628843e+14\n", + " 1.31183805e+15 -1.23704258e+15 1.29924094e+15 9.08881006e+13\n", + " 9.74925353e+14 -6.88384913e+14 -1.24868441e+15 1.04760323e+14\n", + " 5.69764937e+14 -1.43272201e+15 -2.74653593e+14 8.58718953e+12\n", + " -7.10413253e+14 -1.20008925e+15 1.12717689e+15 -1.94229065e+14\n", + " 1.83418841e+15 1.29899938e+15 2.70031170e+14 -2.50725593e+15\n", + " 2.84266256e+14 6.63894643e+14 -3.21298870e+15 3.04108495e+15\n", + " -1.10754174e+14 8.69515988e+14 -7.10393259e+14 -1.09620080e+15\n", + " -2.82450916e+14 6.15642819e+14 -1.62399385e+15 5.05246429e+14\n", + " 1.59463216e+14 -9.35228132e+14 1.11416289e+15 -1.69519834e+15\n", + " 1.67967985e+15 -2.66949929e+15 -3.64374139e+14 9.43179462e+14\n", + " -2.81902066e+14 -6.15491986e+14 5.88597052e+14 -4.15133098e+14\n", + " 2.00187775e+14 6.32051062e+14 3.15565407e+14 7.24884598e+14\n", + " 8.95542754e+14 1.99589634e+15 1.30466087e+15 -1.39517700e+15\n", + " -1.54951735e+14 -6.85626961e+14 4.57035278e+14 -7.16036843e+14\n", + " -7.13861888e+14 -9.98283997e+14 4.81687368e+14 1.97747084e+15\n", + " 3.22604138e+14 5.80952976e+14 1.30253715e+15 -1.56755376e+15\n", + " -1.91342407e+15 4.46114374e+14 6.48874636e+14 -1.08975086e+14\n", + " -8.10621367e+14 -3.58127664e+14 -1.10568593e+15 -9.73308692e+13\n", + " 1.86336403e+15 8.52329522e+13 -2.06021534e+15 2.10108218e+15\n", + " 7.87902375e+14 2.33371611e+15 1.00209483e+15 -4.81605135e+14]\n", + "Found 776 total galaxies in catalog for cluster 53335\n", + "[-4.52585143e+14 -9.23697746e+14 -2.60548238e+15 1.47483300e+15\n", + " -1.45765463e+15 -5.15539765e+15 5.80396091e+14 2.86861338e+14\n", + " -4.85834990e+13 -4.16938633e+15 2.94086866e+15 4.42425469e+15\n", + " 1.66282236e+15 2.73774114e+15 -4.58793963e+15 4.63625405e+15\n", + " -2.01934387e+14 -9.76300311e+14 -1.09112456e+15 -3.06841741e+14\n", + " -6.48466340e+14 -1.77259593e+15 4.59318442e+14 2.23854964e+15\n", + " 5.00865018e+14 -3.83228046e+13 3.57684859e+15 2.15211342e+14\n", + " -4.35532345e+15 1.32943361e+15 -9.47377513e+14 -3.54360077e+15\n", + " 2.75066876e+15 1.04548172e+15 1.23765979e+14 2.81973183e+15\n", + " 6.48870577e+15 -3.11632846e+15 2.11532355e+15 1.42640451e+15\n", + " -7.15594496e+14 7.68926864e+14 3.33981194e+15 -5.37399230e+14\n", + " -8.35746610e+14 4.64946486e+14 1.54494579e+15 3.20242530e+15\n", + " -1.02143278e+15 4.29893954e+14 -3.59965485e+14 1.04953409e+15\n", + " 4.81604825e+14 2.10147324e+14 4.83942597e+15 -6.06685687e+14\n", + " -1.02551697e+15 1.56107197e+15 -4.41285069e+14 -6.10544506e+14\n", + " 1.54770173e+15 3.97859957e+14 -1.79469912e+15 2.12884253e+15\n", + " 8.91815359e+14 2.65132900e+15 -6.91754026e+14 -3.73720624e+15\n", + " -2.64970799e+15 -1.52757600e+13 -1.18043878e+15 4.94304879e+13\n", + " -3.15219280e+15 3.09585625e+15 1.68543651e+15 3.76176537e+15\n", + " -4.03386856e+15 9.04236295e+14 7.03353146e+14 1.75628101e+15\n", + " -1.07530023e+15 -3.02266444e+14 -1.69240158e+15 3.53785937e+15\n", + " 2.53549707e+15 -1.96808627e+15 -2.64351063e+15 1.27145713e+15\n", + " -1.84937112e+15 8.92425156e+14 2.33097330e+15 -6.63622940e+14\n", + " -1.40223912e+15 -1.15206960e+15 1.51878695e+14 1.14182776e+14\n", + " -4.12529399e+14 4.91525869e+15 2.65049296e+15 9.36953184e+14\n", + " 3.78627930e+15 -2.06565891e+15 -2.55183383e+15 -8.52845646e+14\n", + " -2.06419066e+15 -3.90611826e+15 -2.56451418e+15 1.52980188e+15\n", + " -5.35289283e+15 1.36292993e+15 2.68987812e+15 -2.66084877e+15\n", + " -4.03041574e+15 -3.04147638e+15 5.88069687e+14 4.77788163e+15\n", + " -1.12067144e+15 -1.26081774e+14 -1.03803858e+15 -6.83838571e+14\n", + " 2.50895802e+13 -6.33090571e+14 -5.66733428e+14 -3.30749102e+14\n", + " -7.31575737e+15 -2.40412920e+15 -1.69339605e+15 1.67239378e+14\n", + " -4.19988182e+13 -5.38059816e+14 -1.48321237e+15 1.89452951e+15\n", + " 1.30739033e+15 1.44804412e+15 4.27020676e+14 -1.76030628e+15\n", + " -4.72705702e+15 2.69896945e+15 -1.51997919e+15 2.27981941e+14\n", + " 2.03449949e+14 -4.42639056e+15 -1.67474219e+15 1.45291803e+15\n", + " 4.07757226e+15 7.01714580e+13 -9.57964789e+14 2.11578919e+15\n", + " 4.01539587e+14 -1.80556178e+14 -6.57478208e+14 -1.16806488e+15\n", + " -2.92523811e+13 -2.37125291e+15 3.25943427e+15 8.11572196e+14\n", + " -5.23550342e+14 -4.62052497e+15 2.76096370e+15 -2.74979080e+14\n", + " -6.23299246e+14 -1.77270060e+15 -5.37304321e+14 1.03439360e+13\n", + " -3.97468280e+15 -1.34387747e+15 1.09422404e+15 -1.41644749e+15\n", + " 4.09854420e+14 2.62235657e+15 -1.64058269e+15 -4.56211126e+14\n", + " -2.31658160e+15 -4.52089326e+15 4.15767818e+14 1.36238197e+15\n", + " 3.57447402e+14 7.66998624e+14 1.39466545e+15 -2.88319887e+15\n", + " -1.12121635e+15 -8.94110259e+14 -3.14470829e+14 -4.14327123e+15\n", + " -1.63926497e+15 -1.04674761e+15 -2.80585165e+15 3.43056256e+15\n", + " -2.59613020e+14 1.99366928e+15 -1.37774020e+15 -6.51721931e+14\n", + " -1.18271755e+15 6.56433473e+14 -3.54130198e+15 -1.40454812e+15\n", + " -1.49154708e+15 -5.70082284e+14 -2.95837224e+15 4.29747471e+14\n", + " -2.24851791e+15 -1.24657174e+15 -1.00332083e+15 2.00817982e+14\n", + " -2.05090757e+14 1.31185648e+15 -3.94115956e+15 -1.93453180e+14\n", + " -1.03952082e+15 8.68346890e+12 -7.12982176e+14 2.50243882e+15\n", + " -1.39773506e+15 -1.48486976e+14 -4.08584896e+14 1.84535715e+15\n", + " -2.98617592e+14 3.84650020e+15 -1.00871665e+15 2.91761656e+15\n", + " 1.84116750e+15 9.55004026e+14 1.84958608e+15 -9.29653449e+14\n", + " 6.61886664e+13 -5.55241374e+14 -9.00404267e+14 2.16884012e+15\n", + " 3.11571668e+15 -3.44625698e+15 -2.04940712e+15 1.14971767e+15\n", + " 2.09312509e+15 5.52984866e+14 3.31415060e+15 1.44146251e+15\n", + " 2.28900862e+15 1.58807327e+15 -9.52799774e+14 4.01174989e+15\n", + " 1.22294646e+15 1.05372324e+15 -2.42933297e+14 -1.35443456e+15\n", + " -2.11380452e+15 -2.26564342e+15 1.96024849e+14 1.21232465e+15\n", + " 2.56272435e+15 1.04768702e+15 1.01194689e+15 -6.30737649e+14\n", + " 1.74833150e+14 -1.66400453e+14 -1.02525921e+15 -4.65107183e+14\n", + " 2.85924046e+13 -2.28288163e+15 -1.58721902e+15 -6.34842203e+15\n", + " 2.29419647e+15 -7.72578471e+14 -7.40400703e+13 -6.42690191e+14\n", + " -3.64885164e+15 -2.53797720e+15 -1.35601533e+15 -1.97673092e+15\n", + " 1.07072157e+15 4.89143719e+14 -4.12635727e+14 2.56605265e+14\n", + " -2.68027311e+14 -7.27798596e+14 1.47278948e+15 -1.22194402e+14\n", + " 1.03407816e+15 -1.17689688e+15 -6.18954029e+14 -1.20170676e+14\n", + " -1.68764804e+15 8.63249229e+14 3.35451481e+14 -2.28481333e+15\n", + " 1.23454577e+15 -2.13444523e+15 -9.55697644e+14 -4.39513528e+14\n", + " 5.92181441e+14 -7.09681564e+14 3.54298167e+14 -1.01375722e+15\n", + " -3.66046491e+14 -5.62655421e+14 -1.88992961e+15 6.99211581e+14\n", + " 1.29965107e+15 -1.89370524e+15 1.02215001e+15 1.62199798e+15\n", + " 7.04479848e+14 1.04143002e+14 1.04168515e+15 1.71385560e+15\n", + " -4.14439978e+14 5.98512680e+14 -1.23914309e+15 -4.33029374e+14\n", + " 3.58062023e+13 6.52765193e+14 2.45208124e+15 -1.36298459e+15\n", + " 1.05218263e+15 1.70504787e+15 -1.21957631e+14 -2.19227335e+15\n", + " 9.48482957e+14 2.66085086e+15 6.51696659e+14 -1.03792931e+15\n", + " -4.83982633e+14 5.86716526e+13 8.25939906e+14 6.26309864e+14\n", + " -1.46995313e+15 8.78382358e+14 -4.63507665e+14 -2.12863362e+15\n", + " 1.44006091e+15 -1.15947442e+15 9.10032244e+14 -1.64501133e+14\n", + " 1.52794967e+15 -3.88853585e+14 6.11844608e+14 -8.56581891e+14\n", + " 5.11215299e+14 -1.26492466e+15 -1.49426780e+15 -4.07154550e+15\n", + " 1.59961744e+15 -1.78227769e+15 -1.97653680e+15 -3.17760756e+15\n", + " 6.23834623e+14 -4.55969072e+14 -1.34659071e+14 -1.61903069e+15\n", + " 7.30568124e+14 1.32955152e+15 -2.77305639e+15 -8.79774515e+13\n", + " 7.05813062e+15 3.74295188e+14 1.74339264e+15 -1.83817655e+14\n", + " 7.67877330e+14 -4.18802721e+13 1.74573849e+14 -1.19232898e+14\n", + " -1.32230017e+14 2.30427519e+14 -9.38913257e+14 -3.67599236e+15\n", + " -1.63796861e+15 9.34066903e+14 -1.76881086e+15 -2.08571263e+15\n", + " -5.72331224e+14 -1.81755352e+15 1.38035318e+15 1.21095848e+15\n", + " -5.90430724e+14 1.11680166e+15 1.38652236e+15 2.22600125e+15\n", + " -6.21723359e+14 8.03823951e+14 1.62174302e+14 4.17581787e+14\n", + " -1.68901211e+15 -3.74855967e+14 1.70491816e+15 -1.09707097e+15\n", + " 2.29097517e+15 -4.29473431e+14 7.95707463e+14 3.13041971e+14\n", + " 3.63695407e+14 1.56593824e+15 -8.98343739e+14 -2.76042324e+15\n", + " 1.69996817e+14 6.34157926e+14 -5.36285747e+14 9.97267871e+14\n", + " 7.25415558e+14 -4.45707968e+15 1.35433833e+15 2.13871653e+15\n", + " 3.69184512e+15 6.72827953e+14 1.81508622e+15 -8.30530437e+14\n", + " 7.55958185e+14 -2.43869029e+15 3.84982731e+14 -5.17991603e+14\n", + " -6.56763401e+14 -1.18610196e+15 1.43288750e+15 -1.01650159e+15\n", + " -7.54532901e+14 -1.62766764e+14 2.15910433e+15 -1.67278971e+15\n", + " 7.18068184e+14 -2.63071330e+15 5.39184155e+14 -2.03145967e+14\n", + " -6.88467965e+14 -1.41377203e+15 -1.92296655e+15 2.32741469e+15\n", + " -1.21341421e+15 1.63843138e+15 5.57368291e+14 -9.40994068e+13\n", + " -1.55779656e+15 -1.01167142e+14 1.32569158e+15 7.81531979e+14\n", + " 2.80443971e+14 1.42253015e+15 -2.61629584e+14 4.67615025e+14\n", + " 1.44576909e+13 -8.43316466e+14 4.14567190e+15 -9.15565220e+14\n", + " 1.19530018e+15 -1.43419731e+15 2.24197735e+15 7.00598398e+14\n", + " 1.14932579e+15 -9.68297906e+14 -1.92345545e+14 1.74004891e+15\n", + " 1.23102881e+15 -1.30980945e+15 -8.44037466e+14 -8.08021317e+14\n", + " 9.57480542e+14 -5.93669442e+14 3.00079103e+14 1.77070787e+15\n", + " 3.69060604e+15 1.40809738e+14 -1.91187306e+15 -1.15125116e+15\n", + " -2.08822279e+14 5.40057622e+14 -1.83928820e+15 6.81908501e+14\n", + " -2.93940893e+14 -8.16681643e+14 2.12655015e+14 -1.39016436e+15\n", + " 2.91617379e+14 1.03325073e+15 -6.14661468e+14 -1.38856624e+14\n", + " -3.15052181e+14 -1.04173659e+14 5.16656791e+14 2.28121500e+15\n", + " -1.13993902e+15 -7.46233267e+14 8.24953011e+14 -2.31031989e+15\n", + " -2.58773105e+15 1.01260002e+15 7.62482779e+14 -3.97616675e+14\n", + " 1.75829966e+15 -8.29887613e+14 2.28528377e+15 -4.50770267e+14\n", + " -4.17666587e+15 9.58341972e+13 6.90751298e+14 -1.86152679e+15\n", + " 3.16171779e+14 1.34271114e+15 -6.47144618e+15 -7.67409898e+14\n", + " -8.50831985e+14 1.08726215e+15 -9.75396122e+14 1.55300737e+15\n", + " -8.34510404e+14 -5.75486061e+14 4.79667495e+13 -6.01706584e+14\n", + " 6.02487571e+13 1.61358924e+15 -3.79124141e+14 -3.00320012e+14\n", + " 1.03911428e+15 -3.14699817e+14 -2.50977928e+15 -2.40758880e+15\n", + " -9.23367306e+14 1.89174322e+15 -1.16552037e+14 1.40682295e+15\n", + " 4.83089238e+13 4.51915320e+14 5.02862272e+14 4.37067642e+14\n", + " -1.83312504e+14 -7.89368670e+14 6.06285337e+13 -8.55835466e+14\n", + " -7.27357272e+14 9.00817944e+14 -8.17534997e+14 7.81289429e+14\n", + " -9.81216626e+14 1.65905866e+15 1.75389772e+14 -1.03480097e+14\n", + " -9.96968094e+14 6.66617399e+14 2.32549751e+14 1.90001979e+15\n", 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7.09801917e+14 -5.49332981e+14 -3.12938804e+14\n", + " 1.61855603e+15 6.32498560e+14 -1.75612312e+15 -1.47332757e+15\n", + " -7.89775815e+14 7.08202238e+14 2.57051319e+15 -1.08860487e+15\n", + " 3.10233501e+15 -2.47888690e+15 7.76739698e+14 -6.82402682e+14\n", + " 8.29823359e+14 -1.41147461e+15 -8.84469415e+14 3.15795632e+14\n", + " -6.82880724e+14 -4.64146239e+14 9.90188240e+14 -1.59166043e+15\n", + " -2.35160672e+15 1.20235590e+15 -9.82082374e+14 1.92107905e+15\n", + " 9.71975589e+14 -1.00306942e+15 -1.36036380e+15 -6.72253873e+14\n", + " -1.86256083e+15 -9.85500008e+14 -8.31083074e+14 -6.66219158e+14\n", + " 1.21811146e+14 3.63483346e+14 -1.14814293e+15 7.33635826e+14\n", + " -8.37514560e+14 -5.17176231e+14 -5.41086190e+14 -9.34616048e+14\n", + " 4.88970407e+14 6.81322164e+14 1.50405373e+15 -1.35709124e+15\n", + " 2.25099666e+15 8.08629760e+13 1.42010628e+15 8.72568487e+14\n", + " -6.34217118e+14 2.20218564e+15 6.29473941e+14 -1.51145563e+13\n", + " 5.80070978e+13 -2.77240706e+15 2.63214047e+14 1.40086597e+15\n", + " 1.45563147e+15 2.10014659e+15 1.66481442e+15 9.25397842e+14\n", + " -9.16324433e+14 -1.31485183e+15 -1.49743640e+15 4.20466094e+13\n", + " -1.59983016e+15 -1.38139884e+15 1.31890994e+15 -5.46758860e+14\n", + " 7.66463614e+14 -1.72038073e+15 -5.35009272e+14 5.78433594e+14\n", + " -3.80956572e+14 1.96832141e+14 1.02836109e+15 -5.88603714e+13\n", + " -3.90769725e+14 -4.60773691e+14 -1.87085253e+15 -3.60278175e+12\n", + " -7.46645689e+14 -2.36614524e+15 -7.63720313e+14 -6.16400027e+14\n", + " -2.80281071e+14 1.23695222e+15 -1.73479197e+15 -1.23512962e+14\n", + " -4.66219490e+14 -2.12502317e+14 -3.18576966e+13 2.51640318e+14\n", + " -3.73313347e+14 6.64843587e+14 1.16041145e+14 -1.36717894e+14\n", + " 7.39832514e+14 -1.91187414e+15 1.19103594e+15 -5.83711525e+14\n", + " 5.46322948e+14 -2.14791129e+15 3.68831454e+14 1.10765502e+15\n", + " 7.93107020e+14 1.42192140e+15 -6.66088114e+14 -1.05602473e+15\n", + " 1.31617102e+15 -1.89501575e+14 -2.30563729e+15 7.32256958e+14\n", + " 9.43548800e+14 -1.17137129e+15 -5.25449821e+14 -5.87917168e+14\n", + " 3.85444339e+14 -2.22857391e+13 -2.66038512e+15 3.55494808e+14\n", + " -5.35375698e+14 5.10116710e+14 -2.86586789e+14 4.24536598e+14\n", + " -8.07641522e+14 8.10010401e+13 1.58001524e+14 3.43811130e+12\n", + " -6.47120682e+14 1.15829032e+15 1.65114973e+15 5.25022303e+14\n", + " 3.25301438e+13 -1.62274196e+15 4.10759580e+14 -2.86973189e+15\n", + " 6.92278464e+14 1.58680193e+14 1.06355165e+15 -6.21550733e+14\n", + " -1.13946598e+15 1.43751017e+15 -3.10990076e+14 1.68428988e+14\n", + " -9.76845242e+14 -2.08045898e+15 -1.66865805e+13 -6.47218061e+14\n", + " -3.06951252e+13 -1.75915432e+15 -1.10904676e+15 -9.40369141e+14\n", + " 3.45244681e+14 6.78234955e+14 6.91466155e+14 -1.36533695e+14\n", + " 1.60955398e+15 1.90594306e+15 1.27160779e+15 8.41844800e+14\n", + " 8.63960049e+14 1.28196476e+14 -4.88582951e+14 1.68729421e+15\n", + " 6.24328160e+14 1.31374668e+15 -9.06783898e+14 1.77081864e+14\n", + " 1.11863684e+15 -7.52372595e+13 -1.09219210e+15 5.83603686e+14\n", + " -5.55444928e+14 5.50474708e+14 3.36252222e+14 -4.69285729e+14\n", + " -1.76747615e+14 3.93514528e+14 7.87903592e+14 -4.04035642e+14]\n", + "Found 342 total galaxies in catalog for cluster 23919\n", + "[ 4.09123800e+14 -1.56409940e+14 1.40845956e+15 -8.05862423e+15\n", + " 8.28310303e+14 -3.82639733e+14 -1.83314798e+14 -6.11844615e+13\n", + " 8.13053238e+14 -3.76618784e+14 1.32676288e+15 -3.46017285e+13\n", + " -3.04410602e+15 2.40529706e+15 -1.97310243e+15 -1.84438701e+14\n", + " 2.48539030e+15 3.90950155e+15 7.18863008e+15 -5.22236644e+14\n", + " 1.08879913e+15 2.49692786e+15 -1.94326046e+15 5.34822451e+15\n", + " -1.54697898e+15 -3.57896055e+15 2.16745889e+15 -8.78794599e+14\n", + " -1.88922803e+14 4.30353863e+15 -4.16236180e+14 2.09796877e+15\n", + " -1.61626426e+15 5.66978234e+15 -1.44911485e+15 -2.14947323e+15\n", + " 1.07953252e+15 -5.31468910e+15 5.35674425e+15 3.14120137e+15\n", + " -2.88890967e+14 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7.22041784e+14\n", + " -2.45729298e+15 1.99217385e+15 9.15314344e+13 6.35218534e+14\n", + " 2.79507540e+15 5.11773052e+14 -5.25394176e+13 1.74014849e+15\n", + " -6.41961428e+14 1.79301373e+15 8.70553095e+14 -5.41672053e+14\n", + " 6.55213661e+13 -5.80571047e+14 -1.11981326e+15 -3.75893591e+15\n", + " 1.21499770e+14 -4.63236529e+14 -1.09569331e+15 1.01343666e+15\n", + " -9.03472538e+13 -2.34975251e+14 -1.52472718e+15 4.61107628e+14\n", + " -2.79010380e+15 6.42205554e+14 1.16944725e+14 1.59718420e+14\n", + " 8.07653291e+13 -3.98815062e+14 -2.53696603e+15 -1.27621590e+15\n", + " 3.71152181e+14 1.24884778e+15 5.77582318e+14 3.48523605e+15\n", + " 7.26403554e+14 3.97107003e+13 -2.57689346e+15 -4.50139863e+14\n", + " -3.75574791e+14 -2.01528172e+15 -3.87567376e+14 2.07225678e+15\n", + " 8.43911020e+13 3.63237782e+14 -1.20340101e+15 -7.90826026e+13\n", + " 5.22696549e+14 1.49926516e+15 1.82161461e+15 2.41671242e+15\n", + " -3.86441564e+15 2.90645523e+15 1.20976208e+15 -9.62919538e+14\n", + " 5.19381999e+14 3.50262273e+14 6.56968153e+14 1.44335056e+15\n", + " -1.30118897e+15 6.36858693e+14 -1.83423962e+15 1.83342872e+15\n", + " -1.49008601e+15 1.22280168e+15 -9.83937123e+14 1.74297284e+13\n", + " 1.11826904e+14 1.54851487e+14 -3.87056680e+15 8.72865710e+14\n", + " -2.77570158e+15 -9.95341453e+14 2.54458735e+15 -9.73658000e+14\n", + " -1.98144132e+15 7.15584552e+13 -4.24762134e+14 -2.85275614e+15\n", + " 9.28655306e+14 4.91643184e+14 -3.57244154e+13 -9.29405741e+14\n", + " 1.50918194e+15 1.30089520e+15 -7.65037076e+14 -1.76474956e+15\n", + " 7.25499217e+14 -4.17436464e+14 -4.09399803e+14 -9.27113424e+14\n", + " 6.82803181e+14 -7.02608657e+14 -6.84562330e+14 5.26047990e+14\n", + " -9.12383101e+14 7.48106397e+14 1.71557841e+15 2.01805864e+15\n", + " -7.80385858e+14 1.06242100e+15 4.55309572e+14 -1.33414931e+13\n", + " 7.54402336e+14 4.70898443e+14 -2.74239645e+15 3.43918841e+15\n", + " -6.32341157e+14 8.75508933e+14 -3.73343866e+14 -2.10018023e+14\n", + " -6.79499515e+14 1.04301570e+15 -7.86049302e+14 1.05556694e+15\n", + " -8.70404599e+14 -1.00048768e+15 3.51480038e+15 6.79066372e+14\n", + " -3.72772947e+13 -2.59502365e+14 -1.96305339e+15 4.61103940e+14\n", + " -6.38001842e+14 1.90940187e+15 1.82776114e+15 1.63036807e+15\n", + " 1.18930949e+15 1.32337106e+15 -1.96513517e+15 -1.19332833e+15\n", + " -2.53292723e+15 -1.73169010e+15 1.13475258e+15 -1.07388556e+15\n", + " 7.95380213e+14 1.56496382e+14 6.37754319e+14 1.18574808e+15\n", + " 1.83818736e+15 -3.35534213e+15 -1.67952667e+14 1.94479733e+15\n", + " 1.27716948e+15 7.16324195e+14 -4.34583683e+14 7.69175935e+14\n", + " 9.09479071e+14 1.79076899e+15 -6.72979966e+14 -1.73137426e+15\n", + " 1.89031362e+15 -2.56819199e+14 -1.61266835e+14 -6.00830249e+14\n", + " 1.84903278e+14 2.53018407e+15 -1.38993763e+15 5.96958629e+13\n", + " -7.11511564e+14 1.95530968e+15 -3.55690922e+14 -4.34266865e+14\n", + " -9.13484391e+14 -8.65972646e+14 -7.72478419e+14 8.40871600e+14\n", + " 3.65542861e+14 6.53348588e+14 -1.42128529e+15 5.83448829e+14\n", + " 5.20257225e+14 -1.15541098e+15 -1.47358693e+14 -1.32947252e+14\n", + " -5.46727946e+14 1.45952740e+15 -8.89299537e+14 2.20298674e+14\n", + " 7.65729226e+14 -6.45733658e+14 8.22389791e+14 -1.48699405e+15\n", + " -1.45001629e+14 -5.22772162e+14]\n", + "Found 3197 total galaxies in catalog for cluster 16567\n", + "[-2.36266547e+13 5.21019880e+14 -2.85781557e+15 ... 4.14583250e+14\n", + " -1.52490291e+14 -5.73303462e+14]\n", + "Found 2110 total galaxies in catalog for cluster 41321\n", + "[-1.02981895e+15 1.31090672e+14 -6.39731487e+14 ... -8.73243562e+14\n", + " 7.98076633e+14 -2.30313459e+14]\n", + "Found 368 total galaxies in catalog for cluster 52141\n", + "[ 3.09201316e+14 -1.43405231e+15 -3.55235079e+14 2.52552207e+15\n", + " 5.16403238e+15 -1.67720545e+15 1.42442142e+15 -3.94063757e+14\n", + " -1.78481702e+15 7.61675086e+14 -1.98646670e+15 -1.05969642e+15\n", + " -1.06906908e+14 -3.62738675e+15 2.78538233e+14 2.32009586e+14\n", + " 4.72172994e+15 2.99376401e+15 -3.16207128e+15 4.30976385e+14\n", + " 7.68965962e+14 -5.30439363e+15 -7.41151921e+14 -3.41080258e+15\n", + " -3.56638146e+15 2.19036058e+15 1.15909294e+15 1.98435636e+14\n", + " 8.23858960e+15 -8.17557321e+14 -4.50214618e+12 2.27950771e+15\n", + " 2.45004390e+15 4.22576237e+14 8.64188780e+14 -5.84935183e+14\n", + " 2.49667473e+15 8.79710808e+14 -6.04648696e+15 -2.06933460e+15\n", + " -3.88446990e+15 1.53756891e+15 -1.00409364e+15 2.81830270e+15\n", + " -9.24422900e+14 3.57838343e+15 5.51241535e+15 1.29097078e+15\n", + " 1.30168698e+15 -1.30361708e+14 1.49912089e+15 -2.87461129e+15\n", + " 1.99645985e+14 -7.21757583e+14 2.03516082e+14 -3.26148121e+15\n", + " -2.73066896e+15 -3.35449170e+14 8.94082802e+14 1.13480947e+15\n", + " 1.27541405e+15 1.87735140e+15 -3.72281576e+15 1.41808717e+15\n", + " -1.97185419e+15 -8.09931910e+15 7.88506953e+15 1.09426442e+15\n", + " 2.26640642e+15 1.85087733e+14 1.16514159e+15 6.44190550e+14\n", + " 1.22496071e+15 -1.62633932e+15 -3.80813008e+14 -4.81242439e+14\n", + " 3.64263040e+14 -3.19396883e+15 -6.30769479e+15 2.93081136e+15\n", + " 3.28358803e+15 1.78528479e+15 -2.65419375e+15 5.11870589e+15\n", + " -4.16142953e+14 -3.75482757e+15 -7.14641866e+14 -8.28460658e+13\n", + " 1.16698254e+15 -2.68917496e+15 -4.25858339e+15 2.07757303e+15\n", + " 2.23228146e+15 -3.90040534e+14 2.10558279e+15 1.50269795e+15\n", + " -1.61692330e+15 -1.42077819e+15 9.23030099e+14 2.60756745e+15\n", + " -6.10318093e+14 -1.30166803e+15 1.78769932e+15 -3.88180061e+14\n", + " -8.00404697e+14 8.01385405e+14 -8.83125929e+14 -3.22071401e+15\n", + " -3.36744645e+15 1.16338410e+15 -6.04727478e+14 6.60752202e+14\n", + " 1.73679750e+15 1.01887049e+15 5.48630436e+14 -8.64100399e+14\n", + " -1.02666403e+15 -8.15849362e+13 -2.24586751e+14 -1.42048300e+15\n", + " 3.17559827e+15 -1.66535555e+15 -1.26337814e+15 2.47818129e+15\n", + " 8.06227681e+14 2.12375579e+15 -9.55749454e+14 4.57663101e+14\n", + " -1.31505164e+15 -3.04953133e+14 -1.62380836e+15 2.53934231e+15\n", + " 1.20981686e+15 1.15748086e+15 2.84559309e+11 2.40165135e+14\n", + " -1.37085708e+15 -9.19332053e+14 -3.15069506e+14 -4.46340457e+13\n", + " 7.04247388e+14 1.07449162e+15 -1.21993190e+15 -9.72944803e+14\n", + " 1.16946039e+15 -1.30860920e+14 4.80730679e+14 1.48943861e+15\n", + " 1.74122980e+15 -2.16909979e+15 -8.28504557e+14 -2.30174264e+15\n", + " 1.47661740e+14 6.54206311e+14 -1.98093961e+15 -1.82350457e+15\n", + " 2.99363914e+15 3.03796290e+15 2.82554870e+15 3.09896403e+15\n", + " -7.70879787e+14 6.38306925e+14 -8.31465441e+14 -8.55822632e+14\n", + " -1.49844124e+15 1.03924182e+15 -4.27435854e+14 -1.66284245e+15\n", + " 4.28586236e+15 -4.69745733e+14 -2.33934801e+14 7.78000044e+14\n", + " 5.62898315e+14 -2.65829440e+15 1.29994868e+15 3.30047985e+15\n", + " -4.04382553e+15 7.01476567e+14 8.44137302e+14 -2.12134233e+14\n", + " 6.95092822e+13 1.19789195e+15 8.72725395e+14 3.94361869e+15\n", + " 1.52133050e+15 -7.67713836e+14 -2.03062952e+15 -2.07221699e+15\n", + " 2.31640463e+15 1.09723600e+15 4.44917470e+14 3.67707484e+14\n", + " -1.38559950e+15 -4.23883775e+13 1.54276040e+15 1.39053962e+15\n", + " 9.01997525e+14 1.22572553e+15 1.17171959e+15 -7.80807706e+14\n", + " 2.45058539e+15 -9.21075230e+14 4.35514973e+14 1.73494923e+15\n", + " 1.12219990e+15 2.52647212e+15 3.79420971e+14 -1.28385052e+15\n", + " 1.05476652e+15 5.44823156e+14 -1.88614034e+15 3.95960589e+14\n", + " 1.17936992e+15 1.64470156e+15 1.87245177e+14 9.33372913e+14\n", + " -1.17184436e+15 -2.24742027e+15 -6.64364763e+14 -9.38446120e+14\n", + " 3.61380475e+14 4.70163650e+14 1.74052418e+15 -8.56268035e+14\n", + " -6.89746331e+14 2.22378257e+15 -7.11737445e+14 -7.38976094e+14\n", + " 2.85706945e+15 1.05851659e+15 4.82299646e+14 -2.29809087e+15\n", + " -6.75966925e+13 4.18217570e+14 2.42655220e+14 -2.63922344e+14\n", + " -1.92652399e+14 -5.81770604e+14 -5.43271122e+14 -1.90121602e+15\n", + " -8.55728355e+14 1.27475799e+15 9.52472825e+14 2.51114089e+15\n", + " -2.12073463e+14 -4.33765900e+13 3.52011919e+14 -3.81404653e+14\n", + " 1.00467654e+14 -2.97783473e+14 2.15852230e+14 -7.17458950e+14\n", + " -2.18150682e+15 -1.60875079e+15 1.90578408e+15 9.34807786e+14\n", + " -9.59573302e+14 8.49799066e+14 -8.75253424e+13 8.80196276e+14\n", + " 2.92146258e+14 3.75937329e+14 8.20484190e+14 2.20658696e+15\n", + " 1.76035216e+15 2.63505338e+15 -6.12243254e+14 -1.09498985e+15\n", + " -2.33166487e+14 5.38005201e+13 -1.31761250e+15 -9.45060791e+14\n", + " 3.19100881e+15 -1.24941004e+15 -2.23158749e+15 -6.99913492e+14\n", + " -2.09171435e+15 1.31073434e+15 -8.34260914e+14 2.81628730e+15\n", + " 1.04870909e+15 8.60701623e+14 2.24064854e+14 3.50836092e+14\n", + " -1.21387892e+15 1.46549050e+15 -3.29434355e+14 -1.34585693e+15\n", + " 6.14841636e+14 1.40889933e+15 7.05994436e+14 1.88649274e+15\n", + " -1.32982317e+15 7.99839487e+14 -6.98227443e+13 1.78174919e+14\n", + " -1.17681068e+15 -2.34579173e+15 9.18616378e+14 -8.81253324e+14\n", + " -1.46139387e+15 1.27563440e+15 -5.17445511e+13 1.58430761e+15\n", + " 1.45155419e+14 -2.24584931e+15 1.75430745e+14 1.16974542e+15\n", + " 2.07510870e+15 -5.48830742e+14 -1.18058577e+14 -9.26282713e+13\n", + " 2.19933714e+15 2.79417348e+14 7.47143098e+14 -3.93734221e+14\n", + " 1.26606696e+15 -1.18012628e+15 -1.68166386e+15 -2.71436818e+14\n", + " 1.30049943e+15 2.37683457e+15 1.08277964e+15 9.35418278e+14\n", + " 2.30390062e+15 8.66827455e+14 -4.50724719e+13 8.81304365e+14\n", + " -1.04350917e+15 -7.33143658e+13 -1.91682482e+15 -1.98773620e+15\n", + " 7.13584152e+14 -3.01799913e+14 9.79113723e+14 1.56753038e+15\n", + " 1.15303297e+15 1.82037649e+15 2.11952864e+15 8.56552730e+14\n", + " -1.05295304e+15 2.64423763e+15 -1.82148818e+14 -1.12418135e+14\n", + " 7.18207781e+14 -4.53765788e+14 1.56795223e+13 -6.21842221e+14\n", + " 1.77242050e+14 -7.56068122e+14 -1.11429194e+15 1.30689593e+15\n", + " -1.04406769e+15 4.92471133e+14 -5.55869105e+14 1.13110582e+15\n", + " 2.84010129e+14 -2.33091171e+14 -1.03076889e+15 -6.84170040e+14\n", + " -1.42807213e+15 1.12836125e+15 -1.58610718e+14 1.11637880e+15\n", + " 1.00940984e+15 5.34646331e+14 -8.20598704e+14 5.44021919e+13]\n", + "Found 2288 total galaxies in catalog for cluster 52451\n", + "[-1.99855724e+14 5.74977704e+14 2.51711568e+15 ... 5.13582265e+14\n", + " 2.00219716e+14 2.70815168e+14]\n", + "Found 1273 total galaxies in catalog for cluster 51057\n", + "[-5.77592599e+14 1.19695330e+15 9.35335302e+14 ... 3.29000665e+14\n", + " 4.96010217e+14 -4.30210659e+14]\n", + "Found 1986 total galaxies in catalog for cluster 14210\n", + "[ 3.66732523e+14 -5.42778432e+14 -7.57968585e+14 ... -7.38945616e+14\n", + " -4.70407093e+14 4.22774185e+14]\n", + "Found 2256 total galaxies in catalog for cluster 33410\n", + "[-2.11907885e+13 -1.40875028e+15 -3.36843615e+14 ... 9.48029406e+14\n", + " -2.44515092e+14 3.24947825e+14]\n", + "Found 2978 total galaxies in catalog for cluster 78132\n", + "[-1.10794332e+15 1.89498600e+15 -3.70788096e+15 ... -9.53738310e+14\n", + " 1.62484604e+14 4.16125663e+14]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 221371\n", + "Collecting data for cluster 0\n", + "Found 3035 total galaxies in catalog for cluster 11\n", + "[ 0.21234604 0.15384049 0.47473664 ... -0.21345346 -0.05996671\n", + " -0.00186678]\n", + "Found 2765 total galaxies in catalog for cluster 827\n", + "[ 0.32751148 -0.22962438 0.27230726 ... -0.03010575 -0.18791063\n", + " 0.12969504]\n", + "Found 2730 total galaxies in catalog for cluster 1985\n", + "[ 0.10434148 -0.17795113 -0.01781351 ... 0.09168737 -0.13255294\n", + " -0.10016861]\n", + "Found 2652 total galaxies in catalog for cluster 1632\n", + "[ 0.3349856 -0.19300229 0.15563868 ... -0.12308222 -0.19418091\n", + " 0.28766027]\n", + "Found 1137 total galaxies in catalog for cluster 2453\n", + "[ 0.16069297 -0.47242211 -0.32332774 ... 0.30890187 0.06828403\n", + " 0.13663829]\n", + "Found 4221 total galaxies in catalog for cluster 2678\n", + "[ 0.04956548 -0.08877606 -0.03329398 ... 0.0433305 0.13221218\n", + " 0.29595606]\n", + "Found 1446 total galaxies in catalog for cluster 4643\n", + "[ 0.07573436 0.34222996 -0.39984283 ... -0.13958574 0.41243912\n", + " -0.04089339]\n", + "Found 677 total galaxies in catalog for cluster 5084\n", + "[-0.03397486 0.57712281 -0.21482828 0.0879992 0.04023449 -0.30431383\n", + " 0.08695538 0.09959531 0.59114468 0.42300336 -0.1347032 -0.22597017\n", + " -0.41826239 0.37219025 0.07941463 0.7051265 -0.08413877 0.42322755\n", + " 0.20839317 -0.24337188 -0.6010525 -0.22671314 0.22530922 0.47851133\n", + " -0.28248703 0.05906257 0.45045749 -0.42337738 -0.24927471 0.03338653\n", + " 0.54792339 0.03212206 0.06261677 0.44550476 -0.40594723 0.236484\n", + " -0.28149212 0.2140351 -0.14240043 -0.65001286 0.02281445 0.26263331\n", + " -0.53314987 0.68560234 0.26763169 -0.17408215 -0.00851477 -0.06749086\n", + " -0.46678928 0.34786686 0.04460423 0.3136015 -0.23902282 -0.64501536\n", + " -0.00718297 0.07206266 0.40242055 0.35908457 -0.15703802 0.5410927\n", + " -0.38960665 0.23189536 0.75837092 -0.31672665 -0.06294399 0.1400207\n", + " 0.32151266 -0.28477134 0.14503662 0.61545395 -0.1503109 -0.00798614\n", + " 0.50491887 0.55654508 0.14396952 0.72600545 -0.30207722 -0.33618723\n", + " -0.07468096 0.3381362 0.01298842 0.50554516 0.00235871 -0.45061295\n", + " -0.10178231 -0.20970327 -0.03952964 -0.48951396 -0.43453581 -0.51523201\n", + " -0.06655619 -0.22719001 -0.47391963 -0.14317829 0.24682589 -0.24040886\n", + " 0.07790902 0.37074675 -0.1171952 0.19434769 0.03224805 -0.13838729\n", + " -0.01714072 0.31995355 -0.28098779 0.27922208 0.24479714 -0.14110567\n", + " 0.0200549 -0.16601864 -0.29683215 -0.05229489 -0.57384888 -0.01378759\n", + " 0.30330044 0.60684814 0.20381768 0.1694243 0.31680961 -0.2419584\n", + " -0.88838504 -0.12303999 0.20002368 -0.2960552 -0.44078688 -0.20368378\n", + " -0.41362834 0.09365077 0.04922987 -0.13517131 -0.10786495 -0.30114887\n", + " -0.09017013 0.41428691 0.23518611 0.23118726 -0.13041229 0.50037506\n", + " -0.11268932 -0.44349222 -0.79684994 -0.2827941 0.18298828 -0.20079827\n", + " -0.14342861 -0.11892074 0.12887367 -0.01256279 0.13510762 0.26155859\n", + " -0.14934588 -0.39027627 -0.28258229 0.45909421 0.04076741 -0.50422676\n", + " 0.02925909 0.49552087 -0.00498103 -0.22262144 -0.73084476 0.04671134\n", + " 0.1562467 -0.06131396 0.09078668 -0.53755385 0.05217307 0.16084373\n", + " 0.01875067 -0.19792546 0.58282961 0.2068317 0.06802813 0.14732859\n", + " -0.23322717 0.32100804 0.35597901 -0.1159325 0.10571531 -0.08160209\n", + " -0.15751835 0.51796909 0.34201447 -0.02407015 0.52123095 0.26371478\n", + " 0.29063845 -0.04284867 -0.14137043 0.16946635 -0.43550943 -0.2732498\n", + " 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0.06624535 -0.15875355 0.24366814 -0.01455707 -0.15218103 0.68521255\n", + " -0.24171116 0.11697119 -0.14382034 -0.03382665 0.35935749 0.10872826\n", + " 0.42288155 -0.28908015 -0.19060693 -0.11419894 -0.32070181 -0.40753418\n", + " -0.2210347 -0.0063913 0.05500866 -0.36214184 0.62599758 0.1930822\n", + " 0.57175166 -0.72687551 -0.11625608 0.1092858 -0.20950556 0.27644932\n", + " -0.49153369 0.62426712 0.16033359 0.5390668 0.01689115 0.39735806\n", + " 0.07247757 0.06163891 0.48469066 -0.4686998 0.17316671 -0.4579808\n", + " -0.14140645 -0.45598298 -0.47180779 -0.317638 -0.094571 -0.4079802\n", + " 0.46000147 -0.3892562 0.17837223 -0.30435657 0.10338204 0.04464357\n", + " 0.24014853 -0.03923023 0.14532668 0.08450704 0.13344682 -0.22617371\n", + " 0.13811208 -0.21922257 -0.3579841 0.26081493 0.37974866 -0.40033119\n", + " -0.05479773 -0.20279663 0.31954384 -0.06679093 -0.42332077 -0.16401569\n", + " -0.27508616 0.3050529 0.31006794 -0.21256202 0.0274165 0.1184171\n", + " -0.40599737 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0.35485296 0.19844938 0.26800037 0.06390775 0.13616274\n", + " 0.37232123 0.17838933 0.27237119 -0.04720464 -0.37553912 -0.42220213\n", + " 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367 -0.14658378\n", + " -0.03848797 0.04955587 -0.03361411 0.04373689 0.53175037 0.37689406\n", + " -0.73325615 0.28055206 0.01269991 -0.091537 0.43765189 0.55133633\n", + " -0.05846386 -0.17755646 0.13514935 0.37187375 0.15063859 -0.24692329\n", + " -0.05429957 0.07335799 -0.2765225 0.19485024 -0.0310186 0.51189477\n", + " 0.2489142 0.29006985 0.24378683 -0.37987685 -0.41793889 -0.43585706\n", + " -0.30083218 -0.16666254 -0.24884954 0.16076563 0.28934135 0.37873824\n", + " 0.72836486 0.48907553 0.09414031 0.65084578 -0.51449183 0.19677627\n", + " -0.39245603 0.04783534 0.38128156 0.1791412 -0.11890563 0.15708258\n", + " -0.07111087 -0.09354228 0.02577365 0.22326971 -0.27037179 -0.01821258\n", + " -0.00501066 0.03915999 0.17643793 -0.19849972 0.44641108 -0.49737552\n", + " 0.14541447 0.69821255 0.13293896 -0.23742195 -0.27619386 0.41154856\n", + " -0.25705269 -0.06165615 -0.07458207 -0.10740228 0.23196386 -0.21974918\n", + " -0.25866125 -0.4251706 0.12123243 -0.36630448 -0.25457987 0.17106763\n", + " 0.06280248 0.37432777 0.22103182 -0.4391393 -0.24189997 -0.10493132\n", + " 0.03101466 -0.21597183 -0.35530987 0.09319087 -0.27040489 -0.16037856\n", + " -0.30251945 0.42964916 -0.07439399 -0.37291482 0.17574554 0.17145902\n", + " 0.31546052 -0.40078156 0.10823114 -0.37589875 -0.20979835 0.07236027\n", + " -0.04604414 -0.0466076 0.08551859 -0.10287972 -0.10194602 0.48083148\n", + " 0.12646153 -0.3832598 -0.14013194 0.16176409 0.59585999 -0.25897537\n", + " 0.27385733 0.69776286 -0.07242023 0.25096193 0.36066507 0.19175464\n", + " 0.30954613 0.1927405 -0.23701208 -0.34515018 0.12579362 -0.37794172\n", + " -0.64323438 -0.38844368 0.48631061 -0.14484988 -0.18241116 0.06312565\n", + " -0.31220683 0.10899 0.37874493 0.21191433 -0.25548522 0.07909711\n", + " 0.30971792 0.07156404 -0.22000536 0.18623378 0.15759424 -0.54370472\n", + " -0.08572594 -0.16493445 -0.27452094 0.07355904 0.71086425 0.55978296\n", + " 0.02241643 -0.27392767 0.74927638 0.30450904 -0.50900657 0.03133969\n", + " 0.15811435 0.30560765 -0.09985616 -0.11860629 0.23120404 0.0070221\n", + " 0.09403297 -0.37938105 -0.81156862 0.21042288 -0.46073189 0.16710886\n", + " 0.14213438 0.16687542 0.17628885 -0.11971253 -0.3261997 0.61720225\n", + " 0.64259625 -0.42698205 -0.51021344 0.47596601 -0.317088 0.24942943\n", + " -0.0503403 0.47327695 0.22364648 -0.29706602 -0.20338964 0.09282843\n", + " -0.14341876 0.21675413 -0.03494114 -0.12615839 0.09469562 0.67676526\n", + " -0.07173933 -0.1081142 -0.13209859 -0.04032914 0.44219701 -0.00944681\n", + " -0.09425838 -0.21692147 -0.12746273 0.04765003 0.52979473 -0.16922091\n", + " -0.0109586 0.19598939 -0.64924793 0.46389083 -0.40119623 0.63133019\n", + " -0.36576038 0.0897985 -0.65151537 -0.16360689 -0.39742472 -0.12404171\n", + " 0.4458309 -0.26375664 0.21953887 -0.15782198 0.00171702 0.43774279\n", + " 0.38856698 -0.27406251 -0.11167347 0.06471646 -0.05200154 0.36637244\n", + " -0.10305272 -0.39409599 -0.33498803 0.43694039 0.32577446]\n", + "Found 2384 total galaxies in catalog for cluster 4434\n", + "[ 0.27134204 0.36468315 -0.07190587 ... 0.00815364 0.22759973\n", + " -0.33323614]\n", + "Found 2343 total galaxies in catalog for cluster 3939\n", + "[ 0.42748605 -0.32722987 0.45621595 ... -0.02715269 0.01194859\n", + " -0.14176997]\n", + "Found 4589 total galaxies in catalog for cluster 6139\n", + "[-0.18902135 0.01427802 -0.1919366 ... 0.24056515 0.06383957\n", + " 0.17788326]\n", + "Found 1880 total galaxies in catalog for cluster 4709\n", + "[-0.03385321 0.02844276 0.26535206 ... -0.05748262 -0.2746567\n", + " -0.23447674]\n", + "Found 4123 total galaxies in catalog for cluster 7121\n", + "[ 0.34338639 -0.2090535 0.2207358 ... -0.11123612 -0.19040646\n", + " 0.2689072 ]\n", + "Found 3492 total galaxies in catalog for cluster 8547\n", + "[ 0.30614401 0.18860074 -0.23020149 ... -0.07828026 -0.13924719\n", + " 0.21569544]\n", + "Found 1273 total galaxies in catalog for cluster 8685\n", + "[ 0.1444373 -0.78604155 0.06539517 ... 0.39745233 -0.19683878\n", + " 0.27066223]\n", + "Found 965 total galaxies in catalog for cluster 8995\n", + "[ 1.67735411e-01 4.74812198e-01 1.05289831e-01 -4.91114717e-01\n", + " -3.34904473e-01 1.05393596e-01 -2.71907948e-01 -1.08170721e-01\n", + " -1.65165234e-01 3.89356012e-01 -1.97486869e-01 -2.82337239e-01\n", + " 2.01692167e-01 -2.47208073e-01 -1.25973772e-01 -2.74804115e-01\n", + " -2.38765006e-01 -3.74207591e-01 3.76253117e-01 -1.37261083e-01\n", + " -5.12141706e-02 -5.02286113e-02 -3.33287381e-01 1.70819974e-01\n", + " -1.62843489e-01 6.11920210e-01 -7.97957193e-01 -2.81145852e-01\n", + " -1.13103990e-02 -1.98458356e-01 3.28052872e-01 4.56181615e-03\n", + " -4.27990285e-01 3.70763996e-02 1.73029164e-01 5.51039093e-02\n", + " -3.41673977e-01 5.36114124e-01 1.86527789e-01 -9.35694074e-02\n", + " 5.16848439e-01 3.68513287e-01 -3.51195856e-01 1.57752846e-01\n", + " 1.08608722e-01 -2.69211351e-01 1.09081737e-01 -4.53407338e-02\n", + " 2.14739679e-01 2.27662840e-01 2.55264923e-01 3.18772096e-01\n", + " -1.81668311e-01 -2.88508386e-01 -2.76251825e-02 2.87674651e-01\n", + " -2.03539821e-01 -1.89061256e-01 8.20314325e-02 -2.19536447e-01\n", + " 3.70784626e-01 2.31465553e-01 4.60019299e-01 8.90088948e-02\n", + " 5.46540494e-01 5.74247175e-01 3.84369602e-01 -8.63134087e-02\n", + " -1.08777773e-02 4.26838563e-01 2.38650930e-01 1.65679198e-01\n", + " 6.40486901e-01 6.86856387e-01 2.16591935e-01 -2.84646675e-01\n", + " -2.86024906e-01 -1.76046582e-01 5.45234465e-01 3.15571541e-01\n", + " -2.19318030e-01 -2.42776051e-01 1.77906241e-01 -3.06168867e-01\n", + " -1.66881857e-01 2.14177105e-01 -2.82651172e-02 -1.30081021e-01\n", + " -2.38739078e-01 8.80745404e-02 -2.13332371e-02 1.59488223e-01\n", + " -3.65069664e-01 -8.00177468e-02 -2.52008158e-01 -2.82647269e-01\n", + " -8.27488576e-02 2.64491194e-01 -2.57672812e-02 1.32573229e-01\n", + " -4.97361867e-04 1.11273682e-01 -1.06077082e-01 3.11964110e-01\n", + " -1.29781836e-01 3.54039903e-01 2.45284793e-02 -2.80176837e-01\n", + " 2.61157047e-01 -3.10159569e-01 6.26419465e-02 -4.38559101e-02\n", + " 4.47337532e-01 -6.12723373e-01 1.04683315e-01 1.56310049e-02\n", + " -1.80791497e-01 2.00705796e-01 1.04276493e-01 -4.63903987e-01\n", + " -3.16998507e-01 4.79942489e-02 3.71461689e-01 2.77280223e-01\n", + " -2.26947799e-01 4.62694357e-02 -2.02117633e-01 -2.63899430e-02\n", + " 5.83925794e-01 3.83470568e-01 -3.63814339e-01 9.99813206e-02\n", + " 2.34976805e-01 7.71776926e-02 -4.67197903e-02 -1.90905232e-01\n", + " 2.99136670e-01 -2.18971246e-01 3.69490922e-01 4.34002233e-01\n", + " 1.26640399e-02 -3.11477061e-01 3.39702338e-01 1.49637444e-01\n", + " -7.46676138e-02 -5.09044084e-02 1.91459892e-01 -2.00544920e-01\n", + " -8.61147396e-01 -9.50691493e-01 3.50225750e-01 1.26781825e-01\n", + " 2.26466605e-01 8.24578024e-02 1.29116247e-01 2.10174266e-02\n", + " -4.36372669e-02 -1.62526266e-01 3.94057531e-01 1.73256385e-01\n", + " -3.08485718e-01 4.76336520e-01 3.59501139e-01 4.97079084e-01\n", + " -3.80492203e-02 2.44294229e-01 -8.93878418e-02 -4.51435158e-01\n", + " 8.83528234e-01 -4.15690189e-01 -2.82183214e-01 -1.71532401e-01\n", + " -1.10136861e-01 -5.73260830e-01 -2.72053772e-01 -1.87810663e-02\n", + " 6.46950676e-01 2.07353794e-01 -6.21894475e-02 -1.60454720e-01\n", + " 2.17013669e-01 -4.71735175e-01 4.31698968e-01 -3.91587201e-02\n", + " 2.23325622e-02 1.97086379e-01 -3.36873755e-01 -2.48529341e-02\n", + " 4.17326585e-02 2.65790277e-01 1.39596704e-01 5.19784882e-02\n", + " 1.88030229e-01 -1.05333894e-02 -3.57093556e-01 1.53059032e-02\n", + " -4.56548525e-01 2.03284606e-01 -3.14005800e-02 3.04966777e-01\n", + " 4.39851473e-01 -3.97029630e-02 -9.47545011e-02 -9.97695892e-03\n", + " -3.18042898e-01 -1.24890571e-02 2.27846140e-01 -1.65136630e-01\n", + " -6.29862194e-02 -1.34495238e-01 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1.72508614e-01\n", + " 3.37105899e-01 3.93140841e-01 3.18528667e-01 -2.43539032e-01\n", + " -4.38059031e-02 5.29473798e-02 -4.28473357e-01 -4.63647114e-03\n", + " -2.01389212e-01 3.81183423e-01 -2.58114033e-01 6.82523743e-02\n", + " 2.73813533e-01 -8.74786547e-02 -2.32355341e-01 2.41309631e-01\n", + " 1.57939499e-01 -2.47388816e-01 6.20593426e-01 -4.43948567e-01\n", + " 3.35273714e-02 1.03832444e-02 -1.46471606e-01 3.48379012e-01\n", + " 2.08679208e-01 -8.69991061e-01 2.46532614e-01 -1.47650212e-01\n", + " -4.06214940e-01 -5.41776156e-01 -8.59903693e-01 -1.93465387e-01\n", + " -4.07280182e-01 2.49057954e-01 7.19695685e-02 3.21329709e-01\n", + " 8.70756802e-02 -6.05784780e-01 -5.80914253e-01 1.64104998e-01\n", + " 3.51007649e-02 -1.05904617e-01 2.82875511e-01 1.09842097e-01\n", + " 1.41742674e-02 2.70568626e-01 3.87612654e-01 -3.76266087e-01\n", + " -2.14580427e-01 -4.36547887e-01 -3.63049533e-01 -4.93054753e-01\n", + " -1.73737327e-01 -1.02149144e-01 -2.75468214e-01 -9.18392944e-02\n", 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1.03797178e-01 4.72987695e-01 5.40434783e-02 7.91194950e-02\n", + " -5.20163920e-01 1.65838842e-01 -2.41082664e-01 -2.77646003e-01\n", + " 5.18805404e-02 -2.95989190e-02 1.44422372e-01 -2.31682103e-01\n", + " -1.13213104e-01 -4.41941950e-01 -1.08333770e-01 2.73666552e-01\n", + " 3.68558555e-02 -2.17488659e-01 -2.05367783e-01 -3.22804787e-01\n", + " -3.73165439e-01 6.53825089e-01 -3.18641409e-01 6.59232666e-01\n", + " -6.48798301e-02 5.21620494e-01 -7.09906786e-02 5.23497941e-02\n", + " 5.67267494e-02 -3.10336140e-01 -4.53150996e-02 -8.38808373e-02\n", + " 2.75505924e-01 4.28153005e-02 -3.42721534e-01 1.40884583e-01\n", + " -2.11846718e-01 -8.50935959e-02 1.33583695e-01 2.64209974e-01\n", + " 2.30663657e-01 4.21556184e-01 -1.59063663e-01 -5.16142719e-01\n", + " 4.30358501e-02 -4.91307756e-01 5.48992368e-01 1.78450120e-01\n", + " 1.24336597e-01 1.14109007e-01 2.52293887e-01 3.44599537e-02\n", + " -2.30864865e-01 -1.01547685e-01 -2.41708338e-01 2.70844922e-01\n", + " 2.52660746e-02 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4.53061493e-01 1.71171605e-02\n", + " -1.62238158e-01 2.97203020e-01 4.22013355e-01 9.92990375e-02\n", + " 4.55594602e-01 -2.27259484e-01 3.95980585e-01 -3.73950369e-01\n", + " -9.47559477e-02 1.00448520e-01 5.34005549e-01 6.16904325e-01\n", + " -9.51524658e-02 3.65739241e-01 2.88293223e-01 -7.60864100e-02\n", + " 2.63163880e-01 5.24392665e-01 2.44971327e-01 -6.54118446e-01\n", + " -4.67309214e-02 -1.79379069e-01 -8.06544746e-01 1.25637103e-01\n", + " 6.79575102e-03 -4.89369198e-01 4.77185926e-01 -4.57267111e-01\n", + " -1.85276005e-01 2.83132625e-01 5.18393307e-01 -1.48984464e-01\n", + " -2.83684688e-01 1.57907959e-01 -2.05136890e-01 -9.31138964e-02\n", + " 2.60864508e-01 1.20772740e-02 9.51411001e-02 -6.50405852e-01\n", + " 4.72701599e-01 -1.49399754e-01 -2.58855180e-01 -3.57869741e-01\n", + " -2.84689330e-01 -4.75673586e-02 -3.27153270e-02 -1.31215527e-01\n", + " -1.06190087e-01 -3.56486853e-01 2.26018927e-02 -5.70611920e-03\n", + " -7.60134474e-02 2.08974024e-01 1.33053473e-01 -1.23118907e-01\n", + " 4.01599579e-02 -5.54569774e-02 2.65926987e-01 4.79736231e-01\n", + " -2.23639553e-01 6.79203311e-01 2.16631154e-01 -2.40383484e-01\n", + " -3.44826994e-01 -5.46990430e-01 -4.01361463e-01 -4.04041013e-01\n", + " 4.20398994e-02]\n", + "Found 3825 total galaxies in catalog for cluster 7698\n", + "[ 0.28167431 -0.12278095 0.02519992 ... 0.32263902 -0.19401332\n", + " 0.31214739]\n", + "Found 6639 total galaxies in catalog for cluster 10999\n", + "[-0.46873341 -0.58622857 0.2173974 ... 0.18868981 0.13158685\n", + " 0.21428358]\n", + "Found 825 total galaxies in catalog for cluster 9029\n", + "[ 3.47555582e-01 -4.27166442e-01 -4.40180151e-02 7.61772517e-02\n", + " 3.57191938e-01 1.92918999e-01 2.48712360e-02 4.93038023e-02\n", + " -6.45314927e-01 1.69417202e-02 -4.13860710e-02 1.52610387e-01\n", + " -8.37612618e-02 6.70876685e-01 1.25598467e-01 3.74290184e-02\n", + " -1.74784650e-02 4.62239744e-02 1.22731553e-01 7.31884250e-01\n", + " -1.72242860e-01 5.10156368e-01 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3.25174362e-01\n", + " -2.04125596e-01 -3.03287338e-02 8.75536383e-02 2.80181944e-01\n", + " 2.69828777e-01 9.62397837e-02 -3.17859306e-01 4.15607350e-01\n", + " -2.35199117e-01 5.05957511e-01 -6.48130412e-01 1.17287024e-01\n", + " -1.36440030e-01 -3.04560937e-01 1.62790236e-01 6.60352253e-01\n", + " -1.77810378e-01 -1.09733440e-01 -4.51127103e-02 1.25540525e-01\n", + " -1.82701150e-01 1.05963367e-01 3.60824550e-02 -6.74183596e-02\n", + " -4.96311227e-01 4.80366753e-01 -2.14976862e-01 5.45300673e-02\n", + " -4.71596535e-01 -2.93188161e-01 3.59196745e-01 -4.23522423e-01\n", + " -2.29250758e-02 8.46038691e-03 -4.55809864e-01 1.35060500e-01\n", + " -1.08627005e-01 -4.54824493e-03 -7.37606117e-02 -1.94248525e-01\n", + " 3.06418086e-01 -8.91391927e-02 5.75461037e-01 2.76518511e-01\n", + " -3.04469532e-01 1.12774104e-01 3.32845465e-01 1.44464635e-03\n", + " -5.35018978e-01 1.10081571e-01 4.25716467e-01 7.25875395e-02\n", + " -1.90613405e-02 4.48539788e-01 7.42257173e-02 4.02022941e-01\n", + 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1.76417338e-01 -9.07719219e-02\n", + " 4.29747403e-01 2.15340885e-03 3.33254827e-01 -4.20279299e-01\n", + " 3.07010850e-01 -1.34669836e-01 7.41518819e-02 2.17619523e-01\n", + " 3.61970543e-01 4.61377388e-02 -5.60169970e-01 -2.47433750e-02\n", + " -4.99929360e-01 2.74864015e-01 -6.72725132e-02 2.94256452e-01\n", + " 3.12799837e-01 4.33854084e-01 -7.90227281e-03 2.01770049e-01\n", + " -5.29453206e-01 -6.52938836e-02 1.64779103e-01 -1.77815699e-01\n", + " -3.56104322e-01 1.23174357e-01 2.37077990e-01 3.45435536e-01\n", + " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", + " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", + " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", + " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", + " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", + " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", + " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", + " 2.15040365e-01 -2.34448201e-01 -1.07617714e-01 -3.47731079e-02\n", + " 5.06018595e-01 -2.11127871e-01 -1.15676847e-01 -4.82762255e-01\n", + " 8.97443206e-02 2.73606483e-01 -1.20962695e-01 -4.05863975e-01\n", + " 3.49338539e-01 3.02930902e-01 1.95592302e-01 -1.01607911e-01\n", + " 8.66495572e-02 -3.52617755e-01 -2.17308396e-01 1.49310404e-01\n", + " 5.40482797e-01 1.02148560e-01 -2.98040772e-01 7.24516983e-01\n", + " -2.63083828e-01 4.19480852e-01 2.13964556e-02 2.25236053e-01\n", + " 2.79928140e-01 -8.33573495e-02 2.99391130e-01 -3.60134339e-01\n", + " 1.95560597e-01 5.16679399e-01 1.22654385e-01 -2.47236627e-01\n", + " -9.20237527e-02 -6.42795672e-01 9.24697146e-02 -4.41475383e-01\n", + " 7.97829943e-01 7.59651097e-02 -5.09166463e-01 2.13837717e-01\n", + " -2.32478001e-01 -2.88470512e-01 -1.67085231e-01 -6.37889354e-01\n", + " -4.92501583e-01 1.07631899e-02 9.35109345e-02 -4.92878398e-01\n", + " -2.22395487e-02 1.97407687e-01 4.44801273e-01 -4.56590309e-01\n", + " -1.21305481e-01 2.60257724e-01 4.01241031e-01 5.92750278e-01\n", + " 5.05908731e-01 1.94652895e-01 1.33434463e-01 4.11270730e-01\n", + " -1.93693251e-01]\n", + "Found 1450 total galaxies in catalog for cluster 9429\n", + "[-0.1197949 0.24583967 -0.39309285 ... -0.20835101 -0.24890121\n", + " 0.07124926]\n", + "Found 2711 total galaxies in catalog for cluster 10146\n", + "[ 0.43168736 0.78022854 -0.09105497 ... 0.18863975 -0.23954712\n", + " -0.31784094]\n", + "Found 3569 total galaxies in catalog for cluster 14476\n", + "[ 0.13796093 0.05821609 0.20774436 ... -0.32809431 0.07547414\n", + " -0.20172479]\n", + "Found 434 total galaxies in catalog for cluster 8395\n", + "[ 3.78882242e-01 7.80001294e-02 1.14037627e-01 7.81168900e-01\n", + " 1.13064029e-01 -9.67281160e-02 -3.86290355e-01 -1.69327317e-01\n", + " 2.61740025e-01 6.18025005e-01 4.13991215e-02 -5.13153183e-01\n", + " -7.16254714e-02 3.47968367e-01 2.86891544e-01 -4.73706126e-02\n", + " -3.25071511e-02 7.97117071e-02 1.60257278e-01 -4.41912283e-01\n", + " -1.73684005e-01 1.14559758e-01 4.46949469e-01 1.32010375e-01\n", + " 8.25090671e-01 2.27047625e-01 1.60014258e-01 -3.50313119e-01\n", + " -1.71605695e-01 -4.40567464e-01 -2.83609628e-02 -1.74677828e-01\n", + " 2.44561922e-01 -1.38791039e-02 5.18782704e-01 2.96642335e-01\n", + " -4.47282156e-01 5.26774821e-01 -6.95255598e-03 4.22910452e-01\n", + " -3.11623684e-01 8.70371378e-02 -1.42831187e-01 -3.04504255e-01\n", + " 8.85336261e-01 4.53913197e-01 1.85501304e-01 1.94944244e-01\n", + " 1.98606697e-01 -2.06448001e-02 -3.81160964e-01 1.53030732e-01\n", + " -1.33285696e-01 -4.26262596e-01 -9.12725759e-02 2.43053162e-02\n", + " 1.38858970e-01 -9.71074463e-02 -5.69731235e-01 -2.78866599e-01\n", + " 1.20773145e-01 1.09557247e-01 -5.35562422e-02 -1.26807794e-01\n", + " -4.83960970e-01 2.22001489e-01 3.00643018e-01 -3.24029089e-01\n", + " 5.31231184e-01 -4.58677732e-01 -1.23281349e-01 -2.49854008e-01\n", + " -4.23601060e-01 -2.46916847e-01 -5.41710227e-02 -2.91190211e-01\n", + " -5.47243357e-01 -5.03602774e-01 -5.02606203e-01 5.94656435e-02\n", + " -5.13102200e-01 4.85604225e-01 -4.66903365e-01 3.91776926e-01\n", + " 6.02393651e-01 6.27969222e-01 4.41223177e-01 2.15523155e-02\n", + " -1.74695814e-01 3.11616504e-01 2.07954807e-01 -6.23727334e-01\n", + " 3.68929605e-01 4.16105962e-01 5.79596682e-01 -4.81394754e-01\n", + " -5.92663823e-02 1.77719276e-01 -6.41550435e-02 2.00352127e-01\n", + " 9.88519590e-02 1.47166757e-01 2.05496173e-01 1.80545866e-01\n", + " 1.22598584e-01 -3.24061676e-03 1.64677493e-01 -1.92843333e-01\n", + " -1.47700713e-01 -1.01509373e-01 -4.64487669e-02 8.05794861e-03\n", + " 1.65563187e-01 -1.16472183e-01 1.55097317e-01 -1.85976225e-01\n", + " -4.53880319e-01 -1.38274140e-01 -1.66413092e-01 6.83332334e-01\n", + " -3.19041752e-01 -1.93150526e-01 -4.49591067e-01 1.37819396e-01\n", + " -1.24220150e-01 -5.18090032e-01 6.54941976e-02 -1.42255182e-01\n", + " -2.38536691e-01 4.91408862e-01 1.70082304e-02 2.03426574e-03\n", + " -1.81609385e-01 -1.47441371e-01 -4.56984687e-01 -4.98437699e-01\n", + " -6.87273072e-03 1.55987181e-01 4.53404227e-01 2.14031988e-01\n", + " 4.93782894e-01 2.94432909e-01 -2.09978128e-01 -2.61391206e-01\n", + " -8.42933315e-02 -3.75146413e-01 -3.95143941e-01 8.66337077e-02\n", + " -7.07425652e-01 2.89582189e-01 -6.49769676e-02 4.14992683e-01\n", + " -5.88754226e-02 -2.20063268e-02 2.15914058e-01 9.47190736e-02\n", + " -7.47065694e-02 -5.32864218e-01 -3.96978260e-01 -6.23240821e-02\n", + " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", + " 3.36354070e-01 -3.71987911e-01 2.96556671e-01 2.11632910e-01\n", + " -1.87893633e-01 8.62421226e-03 4.75090762e-02 -6.63157674e-03\n", + " 2.41318245e-01 2.63436705e-01 2.40979112e-01 -2.91427339e-01\n", + " -3.59386856e-01 2.27080882e-02 -3.92695920e-02 1.12747765e-01\n", + " -1.33737466e-01 -2.13133991e-01 9.30954183e-02 -1.22560405e-02\n", + " 3.05396484e-01 3.68503910e-01 2.59638763e-01 -3.37013430e-01\n", + " 1.68033283e-01 -3.46463734e-01 -2.82381850e-01 3.69113956e-01\n", + " -1.20311428e-01 2.01048396e-01 -1.14537153e-01 -2.22166595e-01\n", + " 3.63923329e-01 4.96311347e-01 -8.03667618e-02 1.19426042e-01\n", + " 2.56389971e-01 9.85074940e-03 2.52079013e-01 1.91759750e-02\n", + " -1.31205068e-01 2.44532430e-03 -2.79391150e-03 -5.42750606e-01\n", + " 1.60918837e-01 1.81053452e-01 -1.04429791e-01 -3.30920358e-01\n", + " -5.45365195e-02 -1.50768257e-01 7.62358742e-01 -7.91983532e-02\n", + " 3.41142584e-01 -4.86499748e-01 3.75103938e-02 -9.77799700e-01\n", + " -5.84381477e-01 5.30700082e-02 -2.54826919e-01 -6.21074389e-02\n", + " 2.24498365e-01 -2.29007074e-01 -1.03019991e-01 1.14231094e-01\n", + " 7.41442916e-02 2.02858790e-01 -2.11180192e-01 6.91980095e-02\n", + " -4.63887701e-01 2.76600881e-01 1.72308663e-01 -2.10132275e-01\n", + " 4.09071826e-02 -3.55483567e-01 -9.52082437e-02 -8.65655907e-02\n", + " -2.96789690e-02 7.75633275e-02 4.91766134e-01 2.06937262e-01\n", + " 6.45128966e-02 -2.99909328e-01 -1.05218793e-01 5.01500107e-01\n", + " 2.61619723e-02 3.77215607e-01 -3.99972537e-01 3.37289126e-02\n", + " -1.57883882e-03 -1.88473826e-01 2.91323696e-01 -2.06768783e-01\n", + " 2.40732077e-01 2.97622210e-01 -1.04007610e-01 5.41520531e-01\n", + " 3.05922755e-01 2.30721425e-01 9.72240444e-01 1.04906774e-01\n", + " 4.47747405e-01 -1.75747127e-01 1.30545574e-01 -3.47411085e-01\n", + " -1.34904204e-01 -1.33150495e-01 -4.64613337e-01 3.62467932e-01\n", + " -6.44595033e-02 -3.01471596e-01 9.69417030e-02 -1.81981678e-01\n", + " 3.05473841e-02 3.50676499e-01 2.86689263e-01 -6.11386325e-03\n", + " -4.76005079e-01 -8.78101769e-02 8.19295003e-01 2.97915541e-01\n", + " 2.22894978e-01 2.20579544e-02 1.93882708e-01 2.94770384e-01\n", + " 2.96800329e-01 4.73626353e-01 -6.71322676e-02 1.74270703e-01\n", + " -2.92753175e-01 -2.85625309e-01 -2.12765682e-01 4.23823887e-02\n", + " -3.11248596e-01 -1.91744076e-01 -9.08748223e-02 3.67393122e-01\n", + " 3.02189297e-01 -8.61119897e-01 -8.27230712e-02 -4.04247349e-01\n", + " 7.86492848e-01 2.79439186e-01 -2.77682948e-02 9.81112627e-03\n", + " 1.86251849e-01 -7.45372318e-02 -3.83312846e-01 7.06969330e-02\n", + " -2.66461391e-01 -4.05992931e-01 2.45351855e-01 3.13363807e-01\n", + " -5.13653576e-01 8.69156882e-02 -3.03851507e-01 3.11019125e-01\n", + " -5.36454997e-01 3.24417783e-02 9.74533511e-02 -2.58845296e-01\n", + " -8.91845997e-02 4.32352296e-01 2.05022126e-01 -2.65022653e-01\n", + " 2.32881024e-02 -2.02166577e-01 -2.79586889e-01 5.80174942e-01\n", + " 1.91171278e-01 -2.33121803e-01 1.83216968e-01 1.48024873e-01\n", + " 3.66239021e-01 1.71568222e-01 5.73738939e-01 -6.63926191e-01\n", + " 2.73129364e-01 -1.66737511e-01 1.90290263e-01 2.23973047e-01\n", + " 1.36643641e-01 1.07477690e-01 -3.62327201e-01 2.99624383e-01\n", + " 2.12714975e-01 -6.73479006e-02 3.86518939e-01 1.02709371e-01\n", + " -7.09737513e-01 1.82795653e-01 6.86060609e-01 3.79947655e-01\n", + " -5.90891704e-02 3.27657681e-01 -2.14660569e-01 -9.96288861e-02\n", + " -5.93845963e-01 -1.36715321e-01 -2.01602184e-02 8.13965852e-02\n", + " 3.19960782e-01 -4.22218602e-02 5.36972440e-01 1.42214568e-01\n", + " -2.50176796e-01 2.99258185e-01 5.52336004e-01 -3.29253766e-01\n", + " -7.14304793e-01 3.51866045e-01 -1.33956815e-01 -2.67236538e-01\n", + " 3.19611222e-01 -8.04240773e-01 -5.20277902e-01 5.04159324e-02\n", + " 5.66958099e-01 -4.76293315e-01 4.52791908e-01 -6.13886439e-04\n", + " -5.77444149e-01 -7.15576556e-01 -3.90356048e-01 -3.31430260e-01\n", + " 3.47751402e-01 -2.07822344e-01 -4.88208273e-01 -5.14708580e-01\n", + " -8.10493621e-02 1.32504265e-01 2.16391845e-01 3.46890806e-01\n", + " 3.28813453e-01 -1.70602668e-01 -3.45925647e-01 -6.23351890e-01\n", + " -1.82669821e-01 -2.96614812e-01 5.09632888e-01 -2.44356612e-02\n", + " -2.56479562e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", + " 2.34967523e-01 4.18286705e-01 -8.28697308e-01 -5.00999160e-01\n", + " -2.74342215e-01 -2.97073096e-01 1.06906480e-01 -4.04960698e-01\n", + " 2.18249173e-01 -4.10439715e-01 -1.58243552e-02 2.24300476e-02\n", + " 1.28068423e-01 -5.91821079e-02 -9.98226047e-02 -9.49258488e-02\n", + " 2.10429542e-01 -1.26854657e-01 3.67830349e-01 7.75734406e-02\n", + " 7.54034988e-02 -2.58449806e-01 7.73385304e-02 4.36039147e-02\n", + " 2.43651870e-01 1.84592797e-02]\n", + "Found 4520 total galaxies in catalog for cluster 16657\n", + "[ 0.57787372 -0.18646609 0.47584514 ... -0.27555603 -0.23492938\n", + " 0.12734837]\n", + "Found 3419 total galaxies in catalog for cluster 13039\n", + "[ 0.25666629 -0.08595825 0.00495137 ... 0.4031683 -0.22883061\n", + " 0.24806771]\n", + "Found 3478 total galaxies in catalog for cluster 15382\n", + "[ 0.10204049 0.21351061 -0.16300075 ... 0.00927588 0.09306607\n", + " -0.13378937]\n", + "Found 1652 total galaxies in catalog for cluster 17011\n", + "[-0.21214132 0.47610387 -0.18320623 ... -0.08740959 -0.07087565\n", + " 0.2199447 ]\n", + "Found 6842 total galaxies in catalog for cluster 8523\n", + "[ 0.46240308 0.59430692 -0.20745806 ... 0.08804989 -0.12540515\n", + " 0.20523453]\n", + "Found 1652 total galaxies in catalog for cluster 11300\n", + "[-0.02641567 0.01651895 0.20258047 ... 0.61638037 -0.24263329\n", + " -0.00500442]\n", + "Found 6868 total galaxies in catalog for cluster 17462\n", + "[-0.46898861 0.59495044 0.21265341 ... -0.00881185 0.10644044\n", + " -0.12822077]\n", + "Found 1987 total galaxies in catalog for cluster 13025\n", + "[-0.17112607 0.25494626 -0.40278694 ... -0.00270624 0.19862907\n", + " -0.30636958]\n", + "Found 3121 total galaxies in catalog for cluster 21385\n", + "[ 0.32245831 -0.23047502 0.22313184 ... 0.20833703 -0.11583338\n", + " -0.31267003]\n", + "Found 3424 total galaxies in catalog for cluster 20888\n", + "[-0.18587191 0.2009656 -0.27034951 ... 0.07390696 0.12357484\n", + " -0.32799586]\n", + "Found 4303 total galaxies in catalog for cluster 21815\n", + "[ 0.42242782 -0.02125713 -0.23139772 ... 0.12949039 0.1622572\n", + " 0.30548736]\n", + "Found 1483 total galaxies in catalog for cluster 7594\n", + "[-0.31649641 -0.75848559 -0.05043218 ... 0.23430754 0.26393841\n", + " 0.32812388]\n", + "Found 1005 total galaxies in catalog for cluster 21425\n", + "[ 7.74399835e-01 3.26339740e-04 2.64372581e-01 ... 1.85263927e-01\n", + " -2.12275370e-01 -3.16222588e-01]\n", + "Found 8508 total galaxies in catalog for cluster 30553\n", + "[-0.44449465 0.09366119 0.22006408 ... 0.18350303 -0.14555847\n", + " 0.32640704]\n", + "Found 2374 total galaxies in catalog for cluster 11651\n", + "[ 0.03540208 -0.304394 0.19994002 ... 0.397141 0.1320266\n", + " -0.16584072]\n", + "Found 3453 total galaxies in catalog for cluster 27728\n", + "[ 0.59347542 -0.21427645 0.4632276 ... -0.22811455 -0.20146981\n", + " 0.05928831]\n", + "Found 3657 total galaxies in catalog for cluster 30757\n", + "[ 0.29693451 0.38611275 -0.28926536 ... 0.14546627 0.11441397\n", + " -0.21312707]\n", + "Found 5863 total galaxies in catalog for cluster 32634\n", + "[-0.54039764 -0.09551192 0.32637363 ... -0.41407367 -0.14949823\n", + " 0.2596114 ]\n", + "Found 3876 total galaxies in catalog for cluster 33429\n", + "[ 0.05720303 -0.13551222 0.23045971 ... -0.10187624 -0.06322628\n", + " -0.27735324]\n", + "Found 2650 total galaxies in catalog for cluster 15656\n", + "[ 0.4417252 0.81483829 -0.03603866 ... 0.21225409 -0.25639667\n", + " -0.29242835]\n", + "Found 1347 total galaxies in catalog for cluster 29784\n", + "[ 0.32243113 0.13002596 0.24564893 ... -0.08097825 0.22757173\n", + " -0.33720073]\n", + "Found 2554 total galaxies in catalog for cluster 22630\n", + "[ 0.56181447 0.07866958 0.18027475 ... -0.11737921 0.37863276\n", + " -0.05904138]\n", + "Found 1559 total galaxies in catalog for cluster 17777\n", + "[ 0.29184797 -0.23032738 0.25912623 ... -0.17819784 -0.13774879\n", + " 0.18073236]\n", + "Found 2727 total galaxies in catalog for cluster 33569\n", + "[ 0.10032456 -0.18569312 0.07941869 ... -0.39138865 -0.00710725\n", + " 0.01416388]\n", + "Found 2392 total galaxies in catalog for cluster 39996\n", + "[ 0.09773822 -0.24164695 0.02196514 ... -0.24862595 0.16740302\n", + " -0.33765771]\n", + "Found 4344 total galaxies in catalog for cluster 37007\n", + "[ 0.42156408 0.29362266 -0.37470191 ... 0.15528643 0.19650853\n", + " -0.04632037]\n", + "Found 4941 total galaxies in catalog for cluster 25937\n", + "[-0.08560746 0.15255857 -0.32941459 ... 0.02635474 -0.12560845\n", + " -0.32814969]\n", + "Found 1755 total galaxies in catalog for cluster 24386\n", + "[ 0.22951857 0.22294492 0.3801187 ... -0.0817034 -0.04722498\n", + " 0.17678064]\n", + "Found 5448 total galaxies in catalog for cluster 44685\n", + "[ 0.59143941 0.18464193 -0.46607829 ... 0.1780916 0.19298336\n", + " 0.0562919 ]\n", + "Found 3105 total galaxies in catalog for cluster 48725\n", + "[-0.20609457 0.47507296 0.42057431 ... -0.29535285 -0.12527403\n", + " -0.14960155]\n", + "Found 2631 total galaxies in catalog for cluster 27260\n", + "[ 0.29288365 -0.22416677 0.15344121 ... 0.07302322 -0.19373682\n", + " -0.09877115]\n", + "Found 2108 total galaxies in catalog for cluster 35316\n", + "[-0.16747035 0.81373811 0.37153557 ... -0.40295261 0.13334764\n", + " -0.27408816]\n", + "Found 1696 total galaxies in catalog for cluster 59428\n", + "[-0.10567348 -0.44182336 0.37064304 ... -0.24494628 -0.19486009\n", + " -0.21822688]\n", + "Found 2574 total galaxies in catalog for cluster 25976\n", + "[ 1.11084390e-01 -2.17996655e-01 -1.79949449e-04 ... -4.34307211e-01\n", + " -1.06246399e-01 -1.64348834e-01]\n", + "Found 3405 total galaxies in catalog for cluster 31596\n", + "[-0.13789467 0.3360284 0.43679533 ... -0.10241494 -0.19251326\n", + " -0.18635589]\n", + "Found 6439 total galaxies in catalog for cluster 26346\n", + "[ 0.05561808 0.59199334 0.0073064 ... -0.2685966 -0.2305854\n", + " -0.10088378]\n", + "Found 3450 total galaxies in catalog for cluster 36608\n", + "[ 0.59637785 -0.22335605 0.30604851 ... -0.24507671 -0.17460524\n", + " 0.15965588]\n", + "Found 3956 total galaxies in catalog for cluster 26938\n", + "[ 0.59207536 0.18385979 -0.01549692 ... 0.14771541 0.02292563\n", + " 0.12189737]\n", + "Found 1903 total galaxies in catalog for cluster 74483\n", + "[ 0.2775765 0.0541906 0.1279894 ... -0.24333836 -0.21848731\n", + " 0.0805656 ]\n", + "Found 3107 total galaxies in catalog for cluster 62882\n", + "[-0.03701776 0.30365894 0.05584891 ... 0.22583948 -0.32169655\n", + " 0.02876253]\n", + "Found 1008 total galaxies in catalog for cluster 25770\n", + "[ 0.19023681 0.40650603 0.28964907 ... 0.33159684 -0.22721098\n", + " -0.0094058 ]\n", + "Found 778 total galaxies in catalog for cluster 59302\n", + "[ 0.38763298 0.33694624 0.17130114 -0.7030548 0.24378214 -0.22269186\n", + " 0.40164782 -0.27547922 0.26924963 -0.61000134 -0.23628396 -0.30566011\n", + " 0.02172561 0.04313036 -0.2986062 -0.11466389 -0.23479355 -0.44337496\n", + " -0.26802347 0.0784719 -0.09492092 0.32068741 0.02909219 0.44277981\n", + " 0.07038634 0.5095375 0.18796747 0.26008881 0.09355411 0.32192252\n", + " -0.33853814 -0.09470466 0.00247695 0.04180105 0.18522099 -0.25812554\n", + " -0.0543298 0.36346585 0.21198017 0.35506001 0.33517868 -0.32820281\n", + " 0.07406006 -0.32141772 -0.15099652 0.0907061 0.45148195 0.16928475\n", + " 0.42209082 0.51149141 0.32698059 -0.18221191 0.02842676 0.0689814\n", + " 0.12348319 0.10156645 0.6228635 0.36348173 -0.32800736 -0.25535533\n", + " -0.18255867 0.60669639 0.08477134 0.1198197 -0.31012021 -0.14533782\n", + " -0.01550789 -0.37800637 -0.34966885 -0.08782263 -0.34420816 -0.17200108\n", + " -0.32008204 0.31496187 -0.14614869 -0.22060788 -0.54003087 0.25255217\n", + " -0.20952503 0.24461428 -0.04426422 -0.04137426 -0.2551041 0.537203\n", + " -0.48886107 -0.21728589 -0.12106819 0.36754358 0.27459747 -0.00707254\n", + " 0.15718581 0.12520441 0.02136897 -0.48273741 -0.16635369 0.02193862\n", + " 0.53835356 -0.13711032 -0.02734242 -0.38910976 0.05094044 0.39963823\n", + " -0.12488541 -0.31739224 0.17885544 -0.04492413 0.06504405 0.34537829\n", + " -0.25705054 -0.56101613 -0.97496748 0.15138747 0.22664667 0.20665064\n", + " 0.00477593 0.04223977 -0.32309503 0.39484615 0.21510828 0.40938294\n", + " 0.0451084 0.22695703 0.01532318 -0.31080239 0.87623125 0.45795038\n", + " 0.25256266 -0.02257178 0.22401927 0.09883266 -0.1086906 -0.28928621\n", + " 0.43618679 -0.08740963 0.0477394 0.40899714 -0.0906069 0.00826097\n", + " 0.06861162 0.04063336 0.28415875 -0.46260578 0.16850755 0.29128135\n", + " -0.33138379 -0.28173847 -0.30088395 -0.03142653 -0.40672613 -0.05914295\n", + " -0.60693122 -0.16901032 0.39975389 -0.08099926 0.20909812 -0.19122324\n", + " -0.26647362 -0.12622183 -0.75265825 -0.12747101 -0.30215194 -0.63700247\n", + " 0.29843372 -0.17612195 -0.30967274 -0.01736444 -0.06133338 -0.52266851\n", + " 0.01880755 -0.26037748 0.23806617 0.27752927 -0.5520098 0.58422355\n", + " 0.3776747 -0.64445923 -0.49961328 0.06303165 -0.3404986 -0.19415891\n", + " -0.04363727 -0.30838742 0.02448679 -0.26141886 -0.28738742 0.24023964\n", + " 0.17604624 -0.10309753 -0.7559602 -0.07933411 -0.44238276 0.01583645\n", + " 0.23414524 0.40894069 -0.12016379 0.28198139 -0.05795284 -0.26107812\n", + " -0.10356654 0.17228946 0.11320941 0.317724 -0.33584669 -0.26005461\n", + " -0.02946413 0.1843659 -0.1126654 0.06988115 0.28158928 -0.20842448\n", + " 0.01943581 -0.22711729 -0.33730091 0.29580351 -0.01762769 -0.25832141\n", + " 0.43168148 0.21386653 0.02569163 0.01602169 0.32854664 0.29035691\n", + " -0.73696682 0.47097971 -0.40613214 -0.51250828 -0.86738224 0.18012505\n", + " -0.30059596 0.53010665 -0.06280792 0.19503184 -0.65127326 -0.46928334\n", + " 0.09107219 0.20129462 -0.08199439 -0.1149956 -0.2171461 -0.09427361\n", + " 0.45022495 -0.16050412 -0.10290788 -0.53069129 -0.08338951 -0.39278575\n", + " -0.27586226 0.60249155 -0.06766247 -0.05716552 0.17456554 0.19610757\n", + " 0.11287448 0.4619246 0.15183532 0.50665203 0.19338427 0.09905482\n", + " -0.21887791 0.34019513 -0.05872421 0.16835089 0.28341029 -0.10651477\n", + " -0.13148241 -0.06035347 0.18015199 0.3020353 -0.34408567 -0.00200049\n", + " -0.19273532 0.2864748 0.15184271 0.63329698 -0.09764238 0.03218005\n", + " 0.07543087 0.14838595 0.49961322 0.22714575 0.03949269 0.15854617\n", + " -0.00128597 -0.06178901 -0.09160233 0.65309771 -0.47907369 0.25008195\n", + " -0.97603656 -0.06133854 0.480196 -0.02978087 -0.48956058 -0.0677284\n", + " 0.00467573 -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452\n", + " 0.36909401 0.14231269 -0.06220433 0.24610634 0.11134908 0.24047602\n", + " -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705 0.70353935\n", + " 0.26278817 -0.39411269 0.27993593 -0.02997445 0.42350423 -0.21027237\n", + " -0.00476224 0.14144592 -0.26590064 -0.08597748 -0.01091568 0.43467588\n", + " 0.02584536 -0.1764528 -0.26703644 -0.22658026 0.17817805 -0.13878797\n", + " 0.44455686 -0.29317833 -0.21145343 0.41651161 -0.24329167 -0.00288695\n", + " -0.42466294 -0.40115811 -0.23353144 -0.17270076 -0.37587737 0.55370774\n", + " -0.12788435 -0.30051643 0.05153701 0.10664946 -0.85348321 -0.01928962\n", + " -0.26784695 0.40589241 0.15939806 0.11081399 -0.28810845 0.2298593\n", + " 0.64478498 -0.11655647 -0.40672256 -0.58286455 -0.12801189 0.33227331\n", + " 0.23909264 -0.06030558 0.44904955 0.50240183 0.31097719 -0.33340191\n", + " 0.0998535 0.08917471 -0.6456662 0.30327284 0.15520685 0.51225527\n", + " 0.48818978 0.2296761 -0.03873786 0.32373473 -0.14305066 0.05910027\n", + " -0.06596952 -0.2526311 0.13302719 -0.00270377 0.45220135 0.20014768\n", + " -0.06265121 -0.14409919 0.16573367 -0.06629182 0.18805569 -0.3882322\n", + " 0.0691546 0.04009703 -0.2182302 0.06633279 -0.11919668 -0.52955455\n", + " -0.03315316 -0.32243813 0.15925049 0.1921269 -0.46149467 0.31760904\n", + " 0.16027228 -0.09159386 -0.0047224 -0.27918361 0.78981834 0.04198187\n", + " 0.25204295 -0.37136413 0.25566216 -0.11283529 -0.30054139 0.27887194\n", + " 0.51496013 -0.1491137 0.24207707 -0.09855049 -0.48714799 -0.00349147\n", + " -0.16765788 0.15153627 0.32906012 0.27132893 -0.03437923 0.36345961\n", + " -0.53534567 -0.06419938 -0.35727209 0.37453369 0.02862477 -0.30940367\n", + " -0.7016124 0.40758784 0.2886936 -0.11693672 0.4838847 -0.23183956\n", + " 0.61783619 -0.24275999 0.71624778 -0.04851256 0.09743434 0.08020081\n", + " 0.22820985 -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789\n", + " -0.03800425 -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536\n", + " -0.01248452 -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163\n", + " 0.49517426 -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017\n", + " 0.1140784 0.06848525 0.00745635 -0.59196988 0.5698269 -0.77582658\n", + " 0.19018918 -0.54949149 0.27892862 -0.11721174 0.01372189 -0.19826843\n", + " -0.16820493 0.09408494 0.42709648 0.44531959 -0.23617979 -0.01771833\n", + " 0.54348613 -0.42291197 0.00604222 0.23991114 -0.1156619 -0.27535409\n", + " -0.0730514 0.08619012 0.28103851 0.0759593 0.5787172 -0.29581529\n", + " 0.40233924 -0.67544697 -0.27618368 0.0807007 0.47662885 0.80014144\n", + " 0.0331896 0.01128167 0.84118728 -0.00860522 -0.19407331 0.06681775\n", + " -0.66630301 -0.13487112 0.6073306 -0.17733756 -0.06844052 -0.05078984\n", + " -0.32472552 -0.74783914 -0.28950767 -0.10484004 0.16928471 -0.3158421\n", + " -0.75437396 -0.29700701 -0.06707425 0.24155822 -0.6070033 0.40440298\n", + " 0.48225626 -0.36403539 -0.17369476 -0.1402689 0.60337631 0.20819399\n", + " -0.23068501 0.09346703 -0.61638529 -0.13664081 0.42352969 -0.21968719\n", + " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", + " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.20449139\n", + " -0.06275295 -0.01737246 -0.13441127 0.28388974 -0.42624492 0.40878183\n", + " 0.17816298 -0.59018023 0.00332248 -0.05265709 -0.00638788 0.30820818\n", + " -0.33900044 0.33941315 -0.57128401 0.79917338 0.36769866 0.49717718\n", + " 0.02101731 -0.07320512 -0.24801392 0.0105963 0.31622004 -0.04802494\n", + " 0.08124256 0.45415854 0.31823153 -0.15866534 -0.11144083 -0.28665125\n", + " 0.22047085 -0.26362738 -0.07177424 0.49628657 -0.42295375 0.33278329\n", + " 0.34553862 0.57098034 -0.05633348 0.02369362 0.1739338 -0.34227206\n", + " -0.27525552 0.12538579 0.449764 -0.24946475 -0.55895513 0.17739929\n", + " 0.06274196 -0.07408034 0.00206934 -0.18555698 -0.17727417 0.32015989\n", + " -0.55777228 -0.2232127 0.17613297 -0.19189203 -0.24671479 0.20660264\n", + " 0.41623246 -0.71283104 0.07052816 -0.33223808 -0.13506834 -0.07978173\n", + " -0.00495612 -0.36030836 -0.09038704 -0.37699333 -0.18169498 0.47563459\n", + " 0.00743442 -0.42778468 0.24916695 0.28785238 -0.25828662 0.27037893\n", + " 0.29947667 0.12540593 -0.57230805 -0.17215418 0.76791478 0.54260941\n", + " 0.00451269 0.08829456 -0.49599681 0.12552144 0.29437735 -0.24427217\n", + " 0.00521472 -0.13823206 0.08853049 -0.09971871 0.32521805 0.03693578\n", + " -0.36513035 -0.38362263 0.57654927 0.52602136 -0.03275276 0.17764793\n", + " -0.31210603 -0.2476294 -0.11811441 -0.12380013 -0.09616751 -0.24961409\n", + " -0.08062807 0.13297211 0.11326318 0.41340508 -0.18790088 -0.47464831\n", + " 0.15100134 0.11081162 0.05093718 0.08338737 -0.24053852 0.17821214\n", + " -0.21090406 0.20661209 0.02156347 0.38202435 -0.36551322 0.22270046\n", + " -0.11441994 -0.40599494 -0.23845091 0.03097259 -0.79225468 -0.0461534\n", + " -0.51271033 -0.69333947 -0.10715767 0.10399956 -0.6925749 -0.5450986\n", + " 0.39353552 -0.27663313 -0.80693118 0.0973963 -0.2489656 -0.3762908\n", + " 0.51416824 -0.08068194 -0.34819781 0.31418108 -0.3129743 0.08919813\n", + " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 0.29549733\n", + " -0.13036097 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281\n", + " -0.09733946 0.21768126 -0.00738029 0.26770758 -0.04257858 0.64934433\n", + " 0.6012541 0.34193981 0.22159095 0.22760763 -0.52321125 -0.04816206\n", + " 0.54969506 -0.22052851 0.15482333 0.45673363 -0.10586041 -0.22419676\n", + " 0.38532588 0.33503145 -0.24407898 0.09987012 0.53633373 0.66201625\n", + " 0.06799898 -0.3175067 0.18451241 0.38248772 -0.08040749 -0.63261478\n", + " -0.38046399 0.34032383 -0.6625084 -0.55454228 -0.64649552 0.13287805\n", + " -0.27607463 0.13431635 0.25907102 0.03548466 -0.02901425 -0.21811736\n", + " 0.4332871 -0.10841417 -0.36082228 -0.30657611 -0.03256143 0.56831397\n", + " 0.02105735 -0.23947836 -0.48431863 -0.17336334 0.44250774 -0.09949431\n", + " 0.18771043 0.39373369 0.24748163 0.70702928 0.2749094 -0.32800499\n", + " -0.5873423 -0.20379784 -0.43748237 0.2853825 ]\n", + "Found 1511 total galaxies in catalog for cluster 53335\n", + "[-0.20820939 0.22643546 0.38943134 ... -0.38182703 0.03097582\n", + " -0.16006497]\n", + "Found 928 total galaxies in catalog for cluster 23919\n", + "[ 3.38066772e-01 -7.08955253e-01 8.92837301e-02 -6.77527732e-02\n", + " 4.03021091e-01 8.66369705e-02 -7.30961727e-02 -3.52201050e-02\n", + " 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-2.47136077e-01 -2.48568507e-01\n", + " 1.72514692e-01 2.73110929e-01 -2.74672176e-01 1.45634316e-01\n", + " 3.30300619e-01 1.36738577e-01 -1.17743200e-01 7.39265637e-01\n", + " -4.39310776e-01 4.10444323e-01 -2.36928339e-01 3.29412261e-02\n", + " -3.96479955e-02 1.18901968e-01 -7.62616866e-02 2.45041729e-01\n", + " 1.31607968e-01 1.20950421e-01 -3.80951202e-01 -3.30871861e-01\n", + " 7.44958571e-01 -8.27706668e-01 -3.47312322e-01 -4.30953861e-01\n", + " 2.89690153e-01 -3.52469962e-01 -4.13178619e-01 -4.58070473e-01\n", + " -6.63632528e-01 -8.13117427e-03 3.30634707e-01 -5.16701212e-01\n", + " -6.57394504e-02 -1.09602604e-02 -5.18798175e-02 4.01578853e-01\n", + " -2.43305730e-02 1.50554703e-01 3.19204430e-01 6.62568934e-01\n", + " 3.32912492e-01 4.82473162e-01 3.02311146e-01 -3.43633106e-01\n", + " 3.22602811e-02 -4.62460728e-01 -1.76287265e-01 -7.77193808e-01\n", + " 2.32040917e-03 2.77094995e-02 2.03503670e-02 -4.60387929e-01\n", + " 5.25134620e-01 -1.10916972e-01 -2.33546287e-01 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6.81545274e-01\n", + " -1.25563154e-01 -3.21161719e-01 1.27209707e-01 1.19735031e-01\n", + " -5.86235130e-02 -7.36044260e-02 -2.10201723e-01 -4.54158479e-01\n", + " -1.91619286e-01 2.59827660e-01 2.24002038e-01 1.44540813e-01\n", + " 1.58880023e-01 -4.56787394e-02 -2.80443879e-02 2.81745167e-01\n", + " -1.45905125e-01 7.53035874e-02 -1.69365571e-01 1.09424709e-01\n", + " 5.36550255e-01 -3.21783896e-01 -1.62908261e-01 1.43156015e-01\n", + " -1.04909895e-01 -1.82311190e-01 2.82755235e-01 2.86013310e-01\n", + " -6.55614570e-01 -5.65288681e-01 4.65497524e-01 -1.74354025e-01\n", + " -2.78584594e-01 4.49908855e-01 2.17767528e-01 -4.10618300e-01\n", + " 7.96879809e-01 1.14372239e-01 -4.80317646e-01 -2.70693358e-03\n", + " -2.81112112e-01 1.28449703e-01 6.97400094e-02 3.60926692e-02\n", + " -1.31040315e-01 -2.33985182e-02 -2.55932612e-01 -2.36620936e-01\n", + " 9.14878749e-02 2.35294806e-01 1.51116241e-02 -1.57894842e-01\n", + " 2.98061824e-01 -1.99834228e-01 -9.23371370e-01 4.28734196e-01\n", + " 4.98589710e-01 -1.58000279e-01 -2.79184952e-01 2.20569439e-01\n", + " -6.70565678e-02 2.77529385e-02 3.76495475e-01 -4.46017923e-02\n", + " -1.75187878e-01 -2.35587644e-01 -1.32320106e-01 -3.07683102e-01\n", + " -2.20180493e-01 -4.01479124e-02 -1.34930614e-01 1.79935789e-01\n", + " 3.11351552e-01 1.10940779e-01 2.74402473e-02 -2.29678385e-01\n", + " 5.50358123e-03 3.80552594e-01 2.13674509e-01 -9.61417913e-02\n", + " 4.11235200e-01 2.61196816e-01 -1.76669376e-01 -4.69756762e-01\n", + " 1.79710914e-01 1.93454147e-01 -1.75334610e-01 -2.13255002e-01\n", + " 6.89028586e-02 1.77330417e-02 5.13364819e-01 1.65377955e-01\n", + " -7.63189555e-03 -5.05683936e-02 1.24244448e-01 -4.99286598e-01\n", + " 1.22111123e-01 -1.57093841e-01 3.43981973e-01 1.98149267e-01\n", + " -2.49822127e-01 4.52957049e-01 -1.57500037e-01 -6.17750571e-01\n", + " 2.15225425e-01 4.89675733e-01 2.02850366e-01 3.36380844e-01\n", + " 3.38036218e-01 2.53218899e-01 8.51686593e-02 -1.11228987e-01\n", + " 8.81934678e-01 3.55745609e-01 3.27104720e-01 -3.73052359e-01\n", + " 4.18838857e-02 -3.26093510e-01 -2.55181308e-01 2.98932535e-01\n", + " 1.32237610e-01 -6.91285446e-01 -3.52370699e-01 -2.53755110e-01\n", + " 3.07805128e-01 2.69001871e-01 -5.11147349e-01 1.33735423e-02\n", + " -3.81815650e-01 -5.13788048e-01 -1.94370714e-01 2.34678885e-01\n", + " -5.09107018e-01 -1.91136826e-02 -2.93222945e-01 -4.66074487e-01\n", + " -1.58007176e-01 -1.76199255e-01 -1.85273678e-02 2.17827931e-01\n", + " 4.51695199e-02 1.00878477e-01 -2.71700698e-01 1.68763181e-01\n", + " 4.79176616e-01 -5.21598362e-01 -4.22880154e-01 1.35914553e-01\n", + " -3.60985840e-02 -3.19118683e-02 -6.36025654e-01 3.50316968e-01\n", + " 2.53611152e-01 2.82788655e-01 3.70194993e-01 2.08444555e-01\n", + " 3.93250606e-01 -2.55947696e-01 -1.59025662e-01 2.20679446e-01\n", + " 3.11629596e-01 1.86285855e-02 5.31726933e-01 -2.32821159e-01\n", + " 3.47375325e-01 -5.01788587e-01 -1.88078563e-01 -4.13946629e-01\n", + " 5.81888540e-01 3.53802686e-02 -8.45006907e-02 4.49260021e-02\n", + " -3.07036288e-02 -9.50360018e-02 2.02851041e-01 -2.14072949e-01\n", + " 3.89271492e-01 4.86958991e-02 5.60708245e-01 -9.07633920e-05\n", + " -5.50044156e-01 -4.31455726e-02 1.89339860e-02 2.07746640e-01\n", + " -1.69481030e-01 3.43171003e-02 5.84377226e-01 -2.38208859e-01\n", + " -5.95323107e-02 7.99670228e-02 -1.77986489e-01 -2.55602804e-01\n", + " -9.47692854e-03 5.02193835e-01 -1.42625462e-01 -2.73939472e-01\n", + " 2.21198307e-01 -2.96216061e-01 -2.09332280e-01 2.35275098e-01\n", + " -1.79251360e-01 1.10862956e-01 2.26436931e-01 2.42606850e-01\n", + " 3.51486256e-01 -5.40816916e-01 3.03389868e-01 -3.55526569e-02\n", + " 1.66326767e-01 1.94661411e-01 1.17315373e-01 -3.46810234e-01\n", + " -4.54448506e-02 -3.88206836e-02 -1.67631299e-01 1.64760601e-01\n", + " -3.36132725e-02 -2.00992709e-01 4.28711297e-01 3.88070300e-01\n", + " 2.19547166e-01 -1.82569561e-02 -2.58134995e-01 8.44571821e-02\n", + " 2.25543321e-01 -1.53290143e-01 -2.31306765e-01 1.17463708e-01\n", + " 4.07263881e-01 -3.79275964e-01 2.42066903e-01 -3.20678611e-01\n", + " -5.94705318e-02 -1.00731166e-01 -1.75887072e-01 2.51062035e-01]\n", + "Found 4012 total galaxies in catalog for cluster 16567\n", + "[ 0.2089247 0.17266089 -0.34434815 ... -0.06819804 0.0441848\n", + " -0.23963409]\n", + "Found 2882 total galaxies in catalog for cluster 41321\n", + "[ 0.47751855 0.22415221 -0.26511433 ... -0.10618633 0.02656581\n", + " -0.32176661]\n", + "Found 791 total galaxies in catalog for cluster 52141\n", + "[-1.77292967e-01 -3.91376591e-01 6.06649002e-02 5.69768570e-01\n", + " -5.88214092e-01 2.08517798e-01 -6.37426378e-01 -3.95672366e-01\n", + " 4.98130934e-01 -5.09176100e-01 -1.14424377e-01 7.20202920e-01\n", + " 6.39277598e-01 9.20873999e-02 -4.24467441e-01 -6.02616704e-02\n", + " -2.63669474e-01 5.15284325e-02 -1.36685944e-01 -2.05319626e-01\n", + " 3.81533014e-01 -1.27063851e-01 -2.34217248e-01 -1.29953051e-02\n", + " -2.46765754e-01 4.49172678e-01 -5.65338473e-02 2.42382327e-01\n", + " -6.83315078e-02 2.52467599e-01 -1.08777012e-01 2.79851548e-01\n", + " 3.50990731e-01 8.05166207e-02 -2.96247412e-01 1.06222230e-01\n", + " 4.04000839e-01 7.51038634e-02 -6.88205867e-01 -1.44893543e-01\n", + " -2.70216837e-01 5.53724286e-02 1.57348160e-01 -1.57494951e-01\n", + " 2.17977942e-02 2.20344667e-01 5.49921027e-02 -9.90524361e-02\n", + " 3.31112102e-02 -3.78464898e-02 -3.25484965e-02 -3.42119729e-02\n", + " 1.51001194e-01 -6.43703707e-02 -3.77533514e-03 -5.11826904e-01\n", + " -1.26680094e-01 1.95288377e-01 1.06414601e-01 -6.47687484e-02\n", + " -3.62016603e-01 -1.00280181e-01 3.03015087e-01 -1.20774007e-01\n", + " 4.35675077e-02 1.02345916e-01 -2.29963548e-03 -6.77489481e-01\n", + " -3.13975759e-01 -2.87964206e-01 2.79906323e-01 7.07002177e-03\n", + " -3.73984789e-01 -2.21295775e-01 2.33084233e-01 -1.43469351e-01\n", + " 1.15702275e-01 1.76573584e-01 -5.79886353e-02 -7.15773259e-01\n", + " 2.79644836e-01 4.39604608e-01 -3.72528745e-01 2.19829455e-01\n", 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1.73416509e-01 -1.13004155e-01\n", + " 3.91335589e-01 2.62928424e-01 8.98246874e-03 -2.76780442e-02\n", + " 1.97043978e-01 2.70841012e-01 4.03515173e-01 2.69208860e-02\n", + " 1.90138731e-01 5.06164927e-01 4.34353323e-01 -1.65203160e-01\n", + " 4.22286302e-01 -4.47950607e-01 4.02372963e-01 -5.15327472e-01\n", + " 6.95783291e-02 1.04814307e-01 1.05671753e-01 -5.08023728e-01\n", + " -1.19670979e-01 -4.95713988e-01 3.70542662e-02 -2.92333268e-02\n", + " -1.96740064e-01 1.86486433e-01 -1.72736837e-01 -4.01079839e-01\n", + " 2.72165692e-01 -1.95156835e-01 -7.21288415e-01 -3.49125007e-01\n", + " 3.03695499e-01 4.99861811e-01 6.61091357e-01 4.10252816e-01\n", + " -1.32015756e-01 3.04229787e-02 7.83777238e-01 -1.68025288e-01\n", + " -3.53347818e-01 -4.45785829e-04 3.44253346e-01 3.41093241e-01\n", + " -4.36627282e-01 4.06504364e-01 5.58541331e-02 1.27670392e-01\n", + " -4.58075197e-01 -7.36346918e-02 2.28174396e-01 6.91733978e-02\n", + " -2.51273604e-01 4.09476930e-01 -2.14051223e-01 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+ " -2.50535079e-01 -2.23114084e-01 -5.42957488e-02 4.48273843e-03\n", + " -5.20812239e-02 2.89346274e-01 -2.81176499e-01 2.36843213e-01\n", + " 5.80632274e-02 2.63893352e-01 2.13289049e-01 3.56856928e-01\n", + " -2.12644042e-01 3.83666464e-01 8.43150265e-02 -7.81390120e-02\n", + " -2.15053479e-01 -1.77599652e-02 3.56467827e-01 -3.68136933e-01\n", + " -7.03601685e-02 -1.61948856e-01 -5.25949364e-02 2.12041076e-01\n", + " 4.60290106e-02 2.32956230e-01 -3.07137468e-01 -2.07118346e-01\n", + " -5.91419841e-01 3.67746179e-01 6.41436508e-01 2.69599338e-01\n", + " 7.63905458e-01 -4.20281201e-01 9.44870256e-03 6.01530416e-01\n", + " -5.93219403e-02 -2.17125700e-01 1.35783029e-01 -8.93230406e-02\n", + " -1.80012822e-01 -2.65218337e-01 1.88610071e-01 4.35727281e-01\n", + " 5.01202959e-01 -2.37337275e-01 -5.43141975e-05 -6.29284498e-01\n", + " -6.16965665e-02 4.70037613e-01 2.90838111e-01 -7.07203418e-02\n", + " -1.65197997e-02 2.32431636e-01 -2.59173134e-01 1.06649073e-01\n", + " -4.75228539e-01 4.10994596e-01 4.54437776e-01 -4.84688226e-02\n", + " 2.55751180e-01 1.13073583e-01 2.97365063e-01 -3.21251547e-01\n", + " -1.49166815e-01 2.59918226e-01 2.66794776e-01 -7.53377817e-02\n", + " -1.44669168e-01 -1.77192423e-01 2.91581263e-01 -8.81725085e-04\n", + " 2.91327257e-01 -1.06196392e-02 -6.49560716e-02 -2.07656114e-01\n", + " -1.40637158e-01 1.51580103e-01 1.00477603e-01 -1.11294362e-01\n", + " 4.08067575e-01 -4.79902598e-01 -5.32804466e-01 3.20164781e-01\n", + " -3.29108327e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", + " -5.09190666e-01 3.37617138e-01 2.10275109e-01 -4.44383785e-01\n", + " 1.13373106e-01 -1.72347369e-01 -3.20640018e-01 -3.07277145e-01\n", + " -8.08659138e-03 -4.39120922e-02 -5.19920038e-01 -3.59081903e-01\n", + " 5.41263940e-01 1.09294953e-01 -2.24767777e-01 -2.74104920e-01\n", + " -4.90907508e-01 3.15899278e-01 1.68199478e-01 4.25376954e-01\n", + " -1.69133381e-01 1.26618447e-01 -4.12192081e-01 -5.15084398e-02\n", + " -2.74536077e-01 -1.41819760e-01 5.33813975e-01 1.99366444e-01\n", + " 2.27249070e-01 4.79397054e-01 5.89844484e-05 3.69576867e-02\n", + " -2.80343072e-01 4.04987601e-01 -1.92630740e-01 -3.25934006e-02\n", + " -3.60694621e-02 -9.15579191e-03 2.03596589e-01 2.21979030e-01\n", + " -1.72218659e-01 -1.71294601e-01 2.01169475e-01 2.51860343e-01\n", + " -2.62185824e-02 1.11119870e-01 1.71559876e-01 -2.59791974e-01\n", + " 2.44491648e-01 -6.15047486e-01 2.32536039e-01 -2.22251264e-01\n", + " -2.75015978e-01 4.24332834e-02 6.93559676e-02 -3.14343380e-01\n", + " -3.17186023e-01 3.66805243e-01 4.35436847e-01 3.64999399e-01\n", + " 5.21674957e-01 -1.09780796e-01 6.89130287e-02 1.71711468e-01\n", + " 2.84271190e-01 -2.61131575e-01 -1.85419220e-01 -3.06943837e-01\n", + " 1.82112265e-01 -1.46982948e-01 -3.40442833e-01 9.01613012e-01\n", + " -8.41016186e-02 -5.11205528e-02 1.80145650e-01 1.13662997e-01\n", + " -4.53956006e-01 1.76312907e-01 1.18880604e-01 4.07569854e-01\n", + " -6.81787137e-01 1.51448017e-01 1.92799165e-01 -5.36218516e-02\n", + " 3.94301712e-02 -3.65260741e-02 1.51585816e-02 2.47051692e-01\n", + " 1.57805245e-01 8.69978425e-01 1.50474125e-01 4.47281140e-01\n", + " -1.50650691e-01 -4.48060776e-01 -3.81810528e-01 7.71480380e-01\n", + " 1.74554529e-01 8.30143010e-02 8.44898038e-02 -2.94729230e-01\n", + " -1.21469678e-02 2.68927782e-01 2.88141827e-01 2.85040776e-01\n", + " 3.61266601e-01 2.66090586e-01 8.34683104e-03 -3.63512642e-01\n", + " 5.53708965e-01 -2.58505495e-01 8.81540401e-02 -5.42109493e-01\n", + " 4.12258734e-01 3.14216105e-01 5.12472600e-01 1.30278866e-01\n", + " -3.49224746e-01 2.50176959e-01 1.26971845e-01 -4.68310967e-01\n", + " 1.24310377e-01 8.30235627e-02 2.55160227e-01 3.91974675e-01\n", + " 6.60360475e-02 2.13747953e-01 -3.99561572e-01 -6.92255788e-01\n", + " -1.63728374e-01 -2.97647517e-01 2.47068833e-01 3.03471616e-01\n", + " -2.64852749e-01 8.85174463e-02 1.45715178e-01 3.98430772e-01\n", + " 4.33591824e-01 4.52333178e-01 -1.48419932e-01 -2.19191275e-01\n", + " 3.43360432e-01 -1.31421654e-01 -1.49166803e-01 -1.92958706e-01\n", + " 1.15474126e-01 6.01020545e-01 3.18672384e-01 1.14239570e-01\n", + " -6.82628325e-01 -2.01464524e-02 1.17934940e-01 5.20799015e-02\n", + " -1.13942098e+00 -5.63030219e-02 -4.18572846e-02 -1.19843045e-01\n", + " 3.63728272e-01 -1.32498725e-01 -5.16175287e-01 -2.08620502e-01\n", + " -7.35240745e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", + " -4.72948073e-02 -1.10361259e-02 5.30783135e-01 1.55113670e-01\n", + " 1.43326133e-01 -1.71056053e-01 -1.22872076e-01 2.81384844e-02\n", + " -6.17441379e-02 2.07384936e-02 -2.68485521e-01 4.68472316e-01\n", + " 4.45247850e-01 -6.19279247e-01 -4.69556275e-01 4.86223519e-01\n", + " 2.39354528e-01 2.39302038e-01 2.33997552e-01 4.45484672e-01\n", + " -2.64225472e-01 2.22683996e-01 3.83943560e-01 -2.32054052e-02\n", + " 2.61769392e-01 9.53702369e-02 1.15801699e-01 2.62527831e-01\n", + " -7.64658073e-02 5.33537373e-01 3.36616618e-01 3.86966321e-01\n", + " 5.98052266e-01 2.06759360e-01 -1.44101762e-01 2.10181097e-01\n", + " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", + " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", + " -6.48773592e-01 -1.79526154e-01 -3.29658738e-01 -5.57228790e-01\n", + " 2.79462845e-01 -3.94914597e-03 -2.63385536e-01 8.29324204e-01\n", + " 2.37231522e-01 8.37763589e-01 -3.00912693e-01 -4.20259697e-01\n", + " 1.54961282e-01 2.32178988e-01 5.93353305e-02 -4.80078810e-01\n", + " 1.07422990e-01 -4.36701546e-01 4.13344377e-01 -1.58888932e-01\n", + " -3.59229758e-01 -4.17328058e-01 1.92005679e-01 5.36666215e-01\n", + " 5.30034150e-01 1.84776971e-01 2.62347154e-01 -2.41910415e-01\n", + " -6.35698459e-01 -3.47494183e-01 5.34225310e-01 2.43435223e-01\n", + " -2.83676563e-01 -1.30874481e-01 9.46973462e-02 -1.88493048e-02\n", + " -1.56890014e-01 5.11022267e-02 -2.72804223e-01 6.07522286e-01\n", + " -3.71239525e-01 -2.10626795e-01 4.94806703e-02 -8.84129604e-02\n", + " -2.09509918e-01 3.43759434e-01 -3.92417402e-01 -7.42985075e-02\n", + " 2.97974353e-01 -1.02761075e-01 -2.38287635e-01 -1.13685275e-01\n", + " -1.27049356e-01 -4.40224282e-01 3.87510820e-01 -1.68653818e-02\n", + " 4.49051852e-01 3.09895989e-02 3.85612333e-01 -5.79324259e-01\n", + " -5.60514154e-01 1.16616949e-01 6.66893407e-02 -3.02843778e-01\n", + " -3.46694500e-01 -3.84701160e-01 3.60311484e-01 1.52753814e-01\n", + " 5.01229527e-01 -1.73918874e-01 -2.08270675e-03 1.10054668e-01\n", + " -8.26184074e-01 3.12984778e-01 -3.12989690e-02 -4.43385814e-02\n", + " 3.86676960e-01 -5.02726612e-01 7.02721924e-02 2.15791283e-01\n", + " -4.46954478e-01 8.34947263e-01 -1.29450525e-01 -2.93510832e-01\n", + " 2.84363258e-01 -6.61954039e-01 -1.68176555e-01 -1.72157576e-01\n", + " -4.75289657e-01 -3.99899556e-02 2.85052401e-01 4.00064410e-01\n", + " 2.64690433e-01 2.37683363e-01 2.88702001e-01 5.18483573e-01\n", + " 2.31732992e-01 -2.76751355e-02 4.44016533e-04 -1.12145639e-02\n", + " 2.82768153e-01 -3.13070992e-01 -2.02829395e-02 4.30493023e-01\n", + " 3.78878204e-01 -4.10482925e-01 -4.90912408e-01 1.88549415e-01\n", + " 8.90452635e-03 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", + " 3.27943543e-01 4.72754813e-01 4.98134514e-01 5.26447239e-02\n", + " 2.19893662e-01 1.55302029e-01 -1.19801301e-01 6.65261375e-02\n", + " -1.01574557e-01 -3.49992686e-01 5.27695197e-01 2.26004877e-01\n", + " 1.50112486e-01 3.45805666e-01 -3.39501383e-01 -5.20106555e-01\n", + " -3.14519208e-01 4.87172587e-01 -4.36035550e-01 5.66649855e-01\n", + " 1.66969524e-01 3.36258611e-01 -5.75334459e-02 -2.96172387e-02\n", + " -5.79424651e-01 -8.04597561e-02 2.21192724e-01 -1.84772811e-01\n", + " 5.22038995e-03 -2.29602658e-01 6.60662368e-02 -2.83020146e-02\n", + " -2.03033035e-01 -3.73395307e-01 2.21503263e-01 -6.28760588e-01\n", + " -2.38386847e-01 -4.55686541e-03 4.38873624e-01 -4.75834883e-02\n", + " -3.32695498e-01 1.77603802e-01 1.64736714e-02 -1.93081677e-01\n", + " 1.97832726e-01 2.64282618e-01 1.94827335e-01 1.03604566e-01\n", + " -8.12307426e-02 2.64906022e-01 -4.29629729e-01 -1.18179006e-01\n", + " -2.28505654e-01 -3.73452490e-01 -3.53983599e-01 1.77091364e-02\n", + " 2.20917979e-01 2.29760530e-01 4.22849655e-01 -9.65144916e-03\n", + " 1.54853784e-01 -5.04497049e-02 9.43316912e-01 3.64099114e-01\n", + " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02\n", + " 4.96634900e-02 -2.22114634e-01 -2.26913377e-02]\n", + "Found 3045 total galaxies in catalog for cluster 52451\n", + "[ 0.55218165 0.28250305 0.051724 ... -0.0441815 0.09085065\n", + " 0.10740707]\n", + "Found 1697 total galaxies in catalog for cluster 51057\n", + "[ 0.28275136 -0.42657209 -0.08416496 ... 0.25004617 0.40571457\n", + " -0.19426954]\n", + "Found 2968 total galaxies in catalog for cluster 14210\n", + "[ 0.28030029 0.12090656 0.17583674 ... -0.24344883 0.18379\n", + " -0.08611869]\n", + "Found 3194 total galaxies in catalog for cluster 33410\n", + "[-0.30022419 -0.16874144 0.22385079 ... -0.37206719 0.14518521\n", + " -0.28379434]\n", + "Found 3816 total galaxies in catalog for cluster 78132\n", + "[-0.40962582 -0.33066473 0.08261277 ... -0.26750286 0.18975939\n", + " -0.31499258]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 200603\n", + "Collecting data for cluster 0\n", + "Found 2851 total galaxies in catalog for cluster 11\n", + "[-0.44256325 0.05197701 0.4853728 ... -0.21345346 -0.05996671\n", + " -0.00186678]\n", + "Found 2456 total galaxies in catalog for cluster 827\n", + "[-0.22962438 0.09968647 -0.26021797 ... -0.07829856 -0.42943527\n", + " 0.28415725]\n", + "Found 2413 total galaxies in catalog for cluster 1985\n", + "[-0.17795113 -0.12206408 -0.00773827 ... -0.31951394 -0.54623969\n", + " 0.05257997]\n", + "Found 2346 total galaxies in catalog for cluster 1632\n", + "[-0.19300229 -0.37189339 -0.11336875 ... -0.15278788 -0.11702557\n", + " 0.37637832]\n", + "Found 891 total galaxies in catalog for cluster 2453\n", + "[-4.89275493e-02 -4.06373001e-01 -7.61063330e-02 -4.13264534e-01\n", + " -1.53958742e-01 -2.60233897e-01 1.29753575e-01 -9.99597675e-01\n", + " -1.00319443e+00 3.09183135e-01 -1.57725931e-01 -2.56840649e-01\n", + " 5.95243782e-02 -2.24517169e-01 2.42831957e-01 4.28093691e-01\n", + " 2.13780209e-01 -1.61198201e-01 -3.25190074e-01 8.84384655e-02\n", + " 4.33915169e-01 -7.03472025e-02 2.57904918e-01 1.08518613e-01\n", + " 1.15512928e-01 3.71598826e-01 8.17158199e-02 -3.27273922e-02\n", + " -7.07170594e-02 7.11664953e-01 2.99820244e-01 5.20494800e-02\n", + " -7.87646007e-02 -4.51566811e-02 2.17561557e-01 -4.36366624e-01\n", + " 3.13177050e-01 5.51991465e-01 -5.13464523e-01 -3.13062773e-01\n", + " 8.49039072e-01 1.46390332e-01 -3.96828102e-01 -2.18001445e-01\n", + " -1.55628589e-02 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-6.40294294e-01 2.12821812e-01\n", + " -5.71815912e-02 7.06005885e-01 -6.44853137e-02 5.42775367e-01\n", + " 5.11306500e-01 1.45984214e-02 -8.49897991e-03 -3.15747638e-01\n", + " -2.58785157e-01 -5.20884756e-02 -1.55834278e-01 2.03137185e-01\n", + " -2.72054206e-01 3.27087877e-01 3.63773814e-01 -6.65726550e-02\n", + " 2.03472210e-01 -2.72351636e-02 -1.13323813e-01 -4.17959427e-01\n", + " 1.75098900e-01 -3.03326834e-01 4.14555168e-01 -1.58232066e-02\n", + " -1.29560978e-01 -5.13355731e-01 4.87888043e-02 4.96962770e-02\n", + " 1.10829909e-02 -3.03628969e-01 -2.64000230e-01 9.18045217e-02\n", + " 2.76588131e-01 -3.24067443e-01 -1.45608200e-02 4.02327554e-01\n", + " -3.55785337e-02 3.14724575e-01 -3.41335037e-02 -3.62343156e-01\n", + " -1.47158970e-01 2.58488222e-01 4.35556838e-02 -8.30518866e-02\n", + " 3.08901869e-01 6.82840306e-02 1.36638288e-01]\n", + "Found 3782 total galaxies in catalog for cluster 2678\n", + "[ 0.17352317 -0.02513944 0.21078606 ... 0.27358209 -0.09218695\n", + " 0.13221218]\n", + "Found 1069 total galaxies in catalog for cluster 4643\n", + "[-0.03108707 -0.38184432 0.12268852 ... 0.00917752 -0.13958574\n", + " 0.41243912]\n", + "Found 432 total galaxies in catalog for cluster 5084\n", + "[-0.24927471 0.54792339 -0.28149212 -0.65001286 -0.06749086 0.34786686\n", + " -0.33010333 -0.00604183 0.75837092 -0.06294399 0.14503662 0.00235871\n", + " -0.48951396 -0.10786495 -0.14342861 0.26155859 -0.50422676 -0.61752049\n", + " 0.02925909 0.49552087 -0.22262144 -0.06131396 0.16084373 0.06801118\n", + " 0.58282961 0.02037283 -0.08160209 -0.15751835 -0.04334347 0.51796909\n", + " 0.09062251 -0.18517302 -0.02407015 0.26371478 0.29063845 -0.05781899\n", + " -0.52354507 0.17275393 -0.39411949 0.17795839 -0.03131033 0.16393547\n", + " 0.04212757 0.15373314 -0.3014956 0.00104065 -0.01048369 0.57318467\n", + " -0.4900417 -0.13077491 -0.52300613 0.26681713 -0.39022501 0.16404039\n", + " -0.13675564 0.55678148 0.12222419 0.21693641 0.0870377 -0.77659669\n", + " -0.14397806 -0.2019248 0.60148284 -0.32384929 -0.36830177 -0.38268115\n", + " -0.20076038 -0.40580159 0.11793942 -0.23924339 0.35473335 0.10966492\n", + " 0.25678974 0.43609911 -0.42469539 0.37430052 -0.30806175 0.05325131\n", + " 0.21790814 -0.45377251 -0.37316123 -0.21373107 0.50459644 0.23594813\n", + " -0.24169614 0.56162608 -0.54498798 -0.15993653 -0.52052357 -0.39347974\n", + " -0.27742205 0.01205218 -0.51905319 0.3010781 -0.45487751 0.05747166\n", + " -0.06184358 0.42400123 -0.17068791 -0.43746326 0.01097093 0.36400484\n", + " -0.15875355 0.24366814 -0.15218103 0.68521255 0.11697119 -0.14382034\n", + " -0.03382665 0.10872826 0.42288155 -0.28908015 -0.19060693 -0.11419894\n", + " -0.2210347 -0.36214184 0.62599758 0.1930822 0.57175166 -0.72687551\n", + " -0.11625608 -0.20950556 0.27644932 -0.49153369 0.62426712 0.16033359\n", + " 0.5390668 0.01689115 0.39735806 0.07247757 0.06163891 -0.4686998\n", + " 0.17316671 -0.4579808 -0.14140645 -0.45598298 -0.47180779 -0.317638\n", + " -0.094571 -0.4079802 0.46000147 -0.3892562 0.17837223 -0.30435657\n", + " 0.10338204 0.04464357 0.24014853 -0.03923023 0.14532668 -0.13182192\n", + " 0.08450704 0.13344682 -0.22617371 0.13811208 -0.21922257 -0.3579841\n", + " 0.26081493 0.37974866 -0.40033119 -0.05479773 -0.20279663 0.31954384\n", + " -0.42332077 -0.16401569 -0.27508616 0.3050529 0.31006794 -0.21256202\n", + " 0.0274165 0.1184171 -0.40599737 -0.37696513 0.24597483 0.40386368\n", + " 0.14560873 0.49658798 -0.3069261 0.30220038 0.2746117 0.41662523\n", + " 0.30992985 -0.42518026 0.25899825 -0.05615207 -0.2201106 1.0115565\n", + " -0.24995208 -0.78749504 -0.31832944 -0.40617783 -0.4752113 0.87321555\n", + " -0.05244465 -0.04494542 0.17541383 -0.38769728 -0.09163558 -0.25382898\n", + " -0.20297023 0.09435116 -0.08558657 0.13799749 0.12554849 0.01621385\n", + " -0.37545887 -0.49372889 -0.03034068 0.07024844 -0.02296347 0.34128926\n", + " 0.46460054 0.34689314 -0.05312815 0.05805967 -0.28435786 -0.26030911\n", + " 0.438758 0.15153853 0.51413226 -0.71968987 0.1440054 -0.69877648\n", + " -0.3762142 -0.75088743 0.23204435 -0.21716397 0.0675916 -0.04790055\n", + " -0.04596649 -0.27862529 -0.21658376 0.32088634 -0.35681938 -0.31384204\n", + " -0.60722438 0.04110688 -0.0721504 0.35485296 0.26800037 0.06390775\n", + " 0.13616274 0.37232123 0.17838933 0.27237119 -0.04720464 -0.37553912\n", + " -0.42220213 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367\n", + " -0.14658378 -0.03848797 0.04955587 -0.03361411 0.04373689 0.53175037\n", + " 0.37689406 0.28055206 0.01269991 -0.091537 -0.05846386 -0.17755646\n", + " 0.13514935 0.37187375 0.15063859 -0.24692329 -0.05429957 0.07335799\n", + " -0.2765225 0.19485024 -0.0310186 0.51189477 0.2489142 0.29006985\n", + " 0.24378683 -0.37987685 -0.41793889 -0.30083218 -0.16666254 -0.24884954\n", + " 0.16076563 0.28934135 0.37873824 0.72836486 0.48907553 0.09414031\n", + " 0.65084578 -0.51449183 0.19677627 -0.39245603 0.04783534 0.38128156\n", + " 0.1791412 -0.11890563 0.15708258 -0.09354228 0.02577365 0.22326971\n", + " -0.27037179 -0.01821258 0.03915999 -0.19849972 0.44641108 -0.49737552\n", + " 0.14541447 0.69821255 0.13293896 -0.23742195 0.41154856 -0.25705269\n", + " -0.06165615 -0.07458207 0.23196386 -0.21974918 -0.25866125 -0.4251706\n", + " 0.12123243 -0.36630448 -0.25457987 0.17106763 0.06280248 0.37432777\n", + " -0.4391393 -0.24189997 -0.21597183 -0.35530987 0.09319087 -0.27040489\n", + " -0.16037856 -0.30251945 0.42964916 -0.07439399 -0.37291482 0.17574554\n", + " 0.17145902 0.31546052 -0.40078156 0.10823114 -0.20979835 0.07236027\n", + " -0.04604414 -0.0466076 0.08551859 0.48083148 0.12646153 -0.3832598\n", + " -0.14013194 0.16176409 0.59585999 -0.25897537 0.25096193 0.19175464\n", + " 0.30954613 -0.23701208 -0.34515018 0.12579362 0.48631061 -0.18241116\n", + " 0.10899 0.37874493 0.21191433 -0.25548522 0.30971792 0.07156404\n", + " -0.22000536 0.18623378 -0.54370472 -0.08572594 -0.16493445 0.07355904\n", + " 0.71086425 0.30450904 -0.50900657 0.03133969 0.30560765 -0.09985616\n", + " -0.11860629 0.23120404 0.0070221 -0.46073189 0.14213438 -0.3261997\n", + " 0.61720225 0.64259625 -0.51021344 -0.317088 0.24942943 -0.0503403\n", + " 0.47327695 0.22364648 -0.29706602 -0.20338964 0.09282843 0.47534773\n", + " 0.21675413 -0.03494114 -0.12615839 0.67676526 -0.1081142 -0.13209859\n", + " -0.04032914 0.44219701 -0.00944681 -0.09425838 -0.21692147 0.04765003\n", + " 0.52979473 -0.16922091 -0.0109586 0.19598939 -0.40119623 0.63133019\n", + " -0.36576038 0.0897985 -0.65151537 -0.16360689 -0.39742472 0.4458309\n", + " -0.26375664 0.21953887 -0.15782198 0.00171702 0.38856698 -0.11167347\n", + " 0.06471646 -0.05200154 0.36637244 -0.10305272 -0.33498803 0.43694039]\n", + "Found 2149 total galaxies in catalog for cluster 4434\n", + "[-0.07190587 0.23716728 -0.20356562 ... -0.40288889 0.55962641\n", + " -0.33323614]\n", + "Found 1830 total galaxies in catalog for cluster 3939\n", + "[-0.23419754 -0.5861886 -0.46493597 ... -0.19910221 -0.02715269\n", + " 0.01194859]\n", + "Found 4496 total galaxies in catalog for cluster 6139\n", + "[-0.18902135 0.44757871 -0.03308959 ... 0.24056515 0.06383957\n", + " 0.17788326]\n", + "Found 1511 total galaxies in catalog for cluster 4709\n", + "[-0.4605353 -0.5536041 -0.13632512 ... -0.05748262 -0.2746567\n", + " -0.23447674]\n", + "Found 3903 total galaxies in catalog for cluster 7121\n", + "[-0.2090535 -0.74417555 -0.26309276 ... -0.18545777 -0.09708966\n", + " 0.35568138]\n", + "Found 3294 total galaxies in catalog for cluster 8547\n", + "[-0.23020149 -0.63919564 -0.25121011 ... -0.2594668 -0.07954555\n", + " 0.27375261]\n", + "Found 819 total galaxies in catalog for cluster 8685\n", + "[-4.05042212e-02 1.05230632e-01 5.60684130e-01 -8.92766457e-01\n", + " 2.11564421e-01 -2.86194671e-01 6.38331152e-01 2.91769205e-03\n", + " 2.28813038e-01 -3.07826924e-01 -1.86603518e-01 -5.52556101e-01\n", + " 3.38926960e-01 -5.39507936e-01 -1.05811178e-01 -2.47243507e-01\n", + " -2.08476830e-01 1.26445039e-01 5.34219818e-01 4.83586353e-01\n", + " 3.25559185e-02 -3.50808691e-01 1.55454755e-01 1.92399661e-01\n", + " 1.79122038e-01 -5.49264526e-02 -1.72225424e-01 -3.42897055e-01\n", + " -2.31767436e-01 1.35503485e-01 6.48138830e-02 -6.77222956e-02\n", + " 5.82010144e-02 -6.12542028e-02 1.50848697e-01 -3.27461857e-01\n", + " -4.19920327e-01 -1.24155297e-01 5.15622298e-02 3.25989761e-02\n", + " 6.57321490e-01 1.23231230e-02 2.73878772e-01 -9.84235386e-02\n", + " -8.22461881e-01 1.12752446e-01 9.21130052e-02 -2.61878867e-01\n", + " 1.49798126e-01 8.08289400e-02 2.47624472e-02 3.23870399e-02\n", + " -9.33985978e-04 -4.01053150e-01 4.10950695e-01 -7.74154841e-02\n", + " 1.30204455e-01 6.11076444e-02 2.70709026e-02 6.02852795e-01\n", + " 2.52989254e-02 1.58462322e-01 -1.46014511e-01 -3.69249668e-02\n", + " 8.18436143e-01 1.86538291e-01 -9.40249845e-01 6.81160037e-02\n", + " 1.59501716e-01 -2.22123603e-01 -4.80498494e-01 -1.37779988e-01\n", + " 1.41401365e-01 1.31065847e-01 3.51829993e-01 -4.79179427e-01\n", + " 2.88510480e-01 -1.10658942e-02 3.14736460e-01 -3.41145860e-01\n", + " 3.13683951e-01 7.77980876e-02 -2.66255771e-01 -2.31491462e-01\n", + " -2.99432611e-01 1.44959581e-01 6.87404117e-01 -5.31099462e-01\n", + " -3.56388016e-01 -8.85696703e-02 -1.08362038e+00 -4.36626213e-02\n", + " 2.96121652e-01 2.43050640e-01 2.67536841e-01 2.73141803e-01\n", + " -1.13999056e-02 1.32852185e-01 -1.08942908e-01 3.75798185e-01\n", + " -3.38821046e-01 -9.74265810e-02 -4.71900763e-01 -2.52726615e-01\n", + " 2.36944859e-01 -3.78958084e-01 -3.51768943e-01 1.28102880e-01\n", + " 2.51242240e-01 3.96746905e-01 2.83674236e-01 2.43258403e-01\n", + " -1.37584299e-01 -3.13989436e-01 5.66417846e-01 4.72984302e-02\n", + " 3.43371071e-01 -3.68974863e-03 4.46948369e-01 2.14275546e-01\n", + " 6.21124824e-01 -3.64535501e-01 1.53702041e-01 5.33838058e-01\n", + " 2.21344559e-01 -2.57291769e-01 2.70728562e-01 -4.23789974e-01\n", + " 8.49493124e-01 7.12367993e-02 5.31510145e-01 -3.92481116e-01\n", + " -3.03097133e-01 1.74505502e-01 -5.02839652e-01 -5.80996452e-01\n", + " 7.27513369e-02 -1.91109246e-01 -3.34080915e-01 -2.51647736e-01\n", + " -7.35349879e-01 2.80838758e-01 7.12850372e-01 -2.57003719e-01\n", + " -4.37428517e-01 -6.50604839e-01 -7.01589381e-02 -6.46657110e-03\n", + " -1.48619360e-01 3.07076496e-01 -8.46241992e-02 -1.34123659e-01\n", + " -2.79372524e-01 -4.24390746e-01 -1.29267635e-02 -2.88835345e-01\n", + " 9.53759570e-02 3.21210142e-01 7.53860617e-01 -2.26860410e-01\n", + " -6.16827239e-01 -6.73632749e-01 -3.47912171e-02 1.26331355e-01\n", + " 4.74667334e-01 1.69244102e-01 5.24510574e-01 2.83300358e-01\n", + " -9.29129557e-03 1.74201361e-01 -4.25645878e-01 -2.26402263e-02\n", + " -2.17789068e-01 2.92446445e-01 -1.69351622e-02 -2.57038719e-01\n", + " -4.86325263e-01 1.61840355e-01 -8.33453018e-02 -7.38107298e-03\n", + " 4.06207595e-02 -2.23852359e-01 -2.94011438e-03 4.05217988e-01\n", + " -5.07389284e-01 4.30726217e-01 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+ " 7.35019192e-01 2.29038557e-01 2.31957624e-01 1.13683625e-01\n", + " 5.10726591e-01 7.64327241e-02 8.92379973e-02 2.53140342e-01\n", + " 7.56272320e-02 5.63626264e-02 -1.88153369e-01 1.58973824e-01\n", + " -1.21374229e-02 -2.59118795e-01 2.44053826e-02 4.41418701e-01\n", + " 2.60121520e-01 2.73611002e-01 2.12384903e-01 -3.56103135e-01\n", + " 2.07146499e-02 -3.92558846e-02 7.74009708e-02 1.20400764e-01\n", + " -1.51211918e-01 -3.68510313e-01 1.73661743e-01 1.10156766e-01\n", + " -3.11712640e-01 -5.07187733e-01 -1.40677855e-01 -3.01247608e-01\n", + " -1.64806688e-01 -4.32918770e-01 2.37960489e-01 3.03419840e-01\n", + " 6.93096902e-01 -1.37862804e-01 -2.47343654e-02 -8.51119838e-02\n", + " -1.02798509e-01 -5.09986108e-01 9.84601968e-02 6.99841555e-02\n", + " 4.27932871e-01 4.47837434e-01 -1.52882295e-01 8.77797065e-02\n", + " -8.42873630e-02 1.00220470e-01 6.33076854e-02 1.12432169e-01\n", + " -2.11604416e-01 -7.04501946e-02 -2.43055169e-01 -4.25476823e-01\n", + " 1.14781785e-01 -4.98923430e-02 2.40671227e-01 7.98218902e-02\n", + " 4.04831862e-02 5.02870838e-01 3.97452334e-01]\n", + "Found 626 total galaxies in catalog for cluster 8995\n", + "[-3.34904473e-01 -3.33287381e-01 5.36114124e-01 4.26838563e-01\n", + " 5.45234465e-01 8.80745404e-02 2.64491194e-01 -4.97361867e-04\n", + " 2.00705796e-01 -9.50691493e-01 2.26466605e-01 8.24578024e-02\n", + " -1.71532401e-01 -2.21754877e-04 -1.60454720e-01 1.88030229e-01\n", + " -1.05333894e-02 -3.57093556e-01 1.53059032e-02 2.27846140e-01\n", + " -1.65136630e-01 6.51200944e-02 -1.61971741e-01 -5.67394582e-01\n", + " -9.57166178e-02 -2.62118984e-01 -2.36128336e-01 -4.53559065e-01\n", + " -2.65429097e-01 -4.48096294e-01 -2.75256518e-01 4.18425357e-01\n", + " -1.82230092e-01 -1.26872136e-01 1.87569757e-01 3.50070904e-01\n", + " 7.65176792e-01 3.32959232e-01 2.03331075e-01 1.15383888e-01\n", + " -1.92144641e-01 -2.33574029e-01 -7.47797009e-02 1.55304431e-01\n", + " 3.04679606e-02 -2.18173204e-02 -1.50226808e-01 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-6.27281157e-02\n", + " -2.68148555e-01 5.59344380e-02 4.51234681e-01 2.71602027e-01\n", + " 1.77759678e-01 8.89288862e-01 4.77351762e-01 -5.19547780e-01\n", + " 2.02383641e-01 -4.04915550e-02 4.53061493e-01 1.71171605e-02\n", + " -1.62238158e-01 2.97203020e-01 9.92990375e-02 4.55594602e-01\n", + " -2.27259484e-01 3.95980585e-01 -3.73950369e-01 -9.47559477e-02\n", + " 1.00448520e-01 6.16904325e-01 -9.51524658e-02 3.65739241e-01\n", + " 2.88293223e-01 -7.60864100e-02 2.63163880e-01 5.24392665e-01\n", + " 2.44971327e-01 -1.79379069e-01 1.25637103e-01 6.79575102e-03\n", + " -4.89369198e-01 4.77185926e-01 -4.57267111e-01 -1.85276005e-01\n", + " 2.83132625e-01 1.57907959e-01 -2.05136890e-01 2.60864508e-01\n", + " 9.51411001e-02 -6.50405852e-01 4.72701599e-01 -1.49399754e-01\n", + " -2.58855180e-01 -3.57869741e-01 -2.84689330e-01 -4.75673586e-02\n", + " -1.31215527e-01 -1.06190087e-01 -3.56486853e-01 2.26018927e-02\n", + " -5.70611920e-03 2.08974024e-01 1.33053473e-01 -1.23118907e-01\n", + " 4.01599579e-02 -5.54569774e-02 4.79736231e-01 -2.23639553e-01\n", + " 6.79203311e-01 2.16631154e-01 -2.40383484e-01 -5.46990430e-01\n", + " -4.01361463e-01 4.20398994e-02]\n", + "Found 3589 total galaxies in catalog for cluster 7698\n", + "[-0.12278095 -0.8078063 0.17626653 ... 0.54904971 0.40777441\n", + " 0.32263902]\n", + "Found 6508 total galaxies in catalog for cluster 10999\n", + "[-0.46873341 -0.42690413 -0.10612929 ... -0.02756067 0.40814144\n", + " 0.13158685]\n", + "Found 645 total galaxies in catalog for cluster 9029\n", + "[-4.27166442e-01 -4.69380588e-01 -1.92441951e-01 -1.05157515e-01\n", + " 6.49637832e-01 5.33750085e-02 2.33066630e-01 1.86638021e-01\n", + " -3.76230811e-01 -4.06218477e-01 3.41302905e-01 4.25774637e-01\n", + " -2.59269063e-01 1.37914256e-01 1.63035709e-01 -4.24796570e-01\n", + " -2.65892210e-01 -1.00273857e-01 1.32108500e-01 -5.36064316e-01\n", + " 2.49300344e-01 7.26159711e-02 1.67285350e-01 -6.19182333e-01\n", + " -7.98106352e-02 -6.40089773e-01 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-1.20962695e-01 -4.05863975e-01\n", + " 3.49338539e-01 3.02930902e-01 1.95592302e-01 -1.01607911e-01\n", + " 8.66495572e-02 -3.52617755e-01 -2.17308396e-01 1.49310404e-01\n", + " 5.40482797e-01 1.02148560e-01 -2.98040772e-01 7.24516983e-01\n", + " -2.63083828e-01 4.19480852e-01 2.13964556e-02 2.25236053e-01\n", + " 2.79928140e-01 -8.33573495e-02 -3.60134339e-01 1.95560597e-01\n", + " 5.16679399e-01 1.22654385e-01 -2.47236627e-01 -9.20237527e-02\n", + " -6.42795672e-01 9.24697146e-02 -4.41475383e-01 7.59651097e-02\n", + " -5.09166463e-01 2.13837717e-01 -2.32478001e-01 -2.88470512e-01\n", + " -1.67085231e-01 -6.37889354e-01 -4.92501583e-01 1.07631899e-02\n", + " 9.35109345e-02 -4.92878398e-01 -2.22395487e-02 1.97407687e-01\n", + " 4.44801273e-01 -4.56590309e-01 2.60257724e-01 4.01241031e-01\n", + " 5.92750278e-01 5.05908731e-01 1.94652895e-01 1.33434463e-01\n", + " 4.11270730e-01]\n", + "Found 1219 total galaxies in catalog for cluster 9429\n", + "[-0.1197949 0.16740005 0.2583249 ... -0.02562902 0.09611013\n", + " -0.20835101]\n", + "Found 2477 total galaxies in catalog for cluster 10146\n", + "[ 0.78022854 -0.09105497 0.26433932 ... -0.4845409 0.45206692\n", + " -0.23954712]\n", + "Found 3236 total galaxies in catalog for cluster 14476\n", + "[ 0.20774436 0.26419131 0.32756512 ... -0.25829613 -0.24364128\n", + " -0.32809431]\n", + "Found 267 total galaxies in catalog for cluster 8395\n", + "[ 8.25090671e-01 -4.40567464e-01 -1.74677828e-01 -1.38791039e-02\n", + " -2.69786025e-01 -1.89604866e-01 -6.95255598e-03 4.22910452e-01\n", + " 8.70371378e-02 -3.81160964e-01 9.88519590e-02 -1.47700713e-01\n", + " -1.01509373e-01 -1.16472183e-01 1.55097317e-01 -1.93150526e-01\n", + " 5.56774859e-01 1.37819396e-01 4.91408862e-01 -1.48834664e-01\n", + " -4.98437699e-01 -6.87273072e-03 1.55987181e-01 4.53404227e-01\n", + " 4.93782894e-01 -3.50929402e-01 -2.61391206e-01 -7.07425652e-01\n", + " -6.49769676e-02 4.14992683e-01 2.15914058e-01 -1.84491044e-01\n", + " 9.47190736e-02 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3.50676499e-01\n", + " 2.86689263e-01 -6.11386325e-03 -4.76005079e-01 -8.78101769e-02\n", + " 8.19295003e-01 2.97915541e-01 2.22894978e-01 2.20579544e-02\n", + " 1.93882708e-01 2.94770384e-01 2.96800329e-01 4.73626353e-01\n", + " -6.71322676e-02 1.74270703e-01 -2.92753175e-01 -2.85625309e-01\n", + " -2.12765682e-01 4.23823887e-02 -3.11248596e-01 -1.91744076e-01\n", + " -9.08748223e-02 3.67393122e-01 -3.13716310e-01 3.02189297e-01\n", + " -8.61119897e-01 -8.27230712e-02 -4.04247349e-01 7.86492848e-01\n", + " 2.79439186e-01 -2.77682948e-02 9.81112627e-03 1.86251849e-01\n", + " -7.45372318e-02 -3.83312846e-01 7.06969330e-02 -2.66461391e-01\n", + " 2.45351855e-01 3.13363807e-01 -5.13653576e-01 8.69156882e-02\n", + " -3.03851507e-01 3.11019125e-01 -5.36454997e-01 3.24417783e-02\n", + " 9.74533511e-02 -2.58845296e-01 -8.91845997e-02 2.05022126e-01\n", + " -2.65022653e-01 2.32881024e-02 4.97043552e-01 -2.79586889e-01\n", + " 5.80174942e-01 -2.33121803e-01 1.83216968e-01 1.48024873e-01\n", + " 3.66239021e-01 1.71568222e-01 -1.66737511e-01 1.36643641e-01\n", + " -3.62327201e-01 3.86518939e-01 6.86060609e-01 3.79947655e-01\n", + " -2.14660569e-01 -5.93845963e-01 -1.36715321e-01 -2.01602184e-02\n", + " 8.13965852e-02 -2.50176796e-01 2.99258185e-01 -3.29253766e-01\n", + " -7.14304793e-01 -1.33956815e-01 -2.67236538e-01 -5.20277902e-01\n", + " 5.66958099e-01 -6.13886439e-04 -5.77444149e-01 -7.15576556e-01\n", + " -3.31430260e-01 3.47751402e-01 -2.07822344e-01 -4.88208273e-01\n", + " -5.14708580e-01 -8.10493621e-02 1.32504265e-01 6.46952649e-02\n", + " 3.46890806e-01 -1.70602668e-01 -3.45925647e-01 -6.23351890e-01\n", + " -1.82669821e-01 -2.96614812e-01 5.09632888e-01 -2.44356612e-02\n", + " -2.56479562e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", + " 2.34967523e-01 4.18286705e-01 -2.74342215e-01 -2.97073096e-01\n", + " 1.06906480e-01 2.18249173e-01 -4.10439715e-01 -1.58243552e-02\n", + " 2.24300476e-02 1.28068423e-01 -5.91821079e-02 -1.26854657e-01\n", + " 3.67830349e-01 7.75734406e-02 7.54034988e-02 -2.58449806e-01\n", + " 7.73385304e-02 2.43651870e-01 1.84592797e-02]\n", + "Found 4237 total galaxies in catalog for cluster 16657\n", + "[ 0.04820207 0.40177402 -0.15119416 ... -0.22037353 -0.27555603\n", + " -0.23492938]\n", + "Found 3203 total galaxies in catalog for cluster 13039\n", + "[-0.08595825 -0.72600889 0.17392888 ... -0.45305706 0.47633672\n", + " 0.4031683 ]\n", + "Found 3217 total galaxies in catalog for cluster 15382\n", + "[-0.17899751 -0.36255878 -0.11530504 ... 0.00927588 0.09306607\n", + " -0.13378937]\n", + "Found 1554 total galaxies in catalog for cluster 17011\n", + "[ 0.00679136 -0.17983863 0.11360952 ... -0.08740959 -0.07087565\n", + " 0.2199447 ]\n", + "Found 6645 total galaxies in catalog for cluster 8523\n", + "[ 0.46240308 0.11131437 0.15620453 ... -0.21956736 0.22391243\n", + " -0.12540515]\n", + "Found 1321 total galaxies in catalog for cluster 11300\n", + "[ 0.08642562 -0.55495031 -0.14333822 ... 0.61638037 -0.24263329\n", + " -0.00500442]\n", + "Found 6793 total galaxies in catalog for cluster 17462\n", + "[-0.46898861 0.59495044 0.23437813 ... -0.26866497 0.12923278\n", + " 0.10644044]\n", + "Found 1814 total galaxies in catalog for cluster 13025\n", + "[-0.17112607 -0.29803757 0.60351688 ... -0.10580924 -0.08276538\n", + " -0.30636958]\n", + "Found 2637 total galaxies in catalog for cluster 21385\n", + "[-0.23047502 0.29879601 -0.37292596 ... 0.27219429 0.25816139\n", + " 0.20833703]\n", + "Found 3100 total galaxies in catalog for cluster 20888\n", + "[0.2009656 0.17715682 0.20891759 ... 0.06735372 0.07390696 0.12357484]\n", + "Found 3863 total galaxies in catalog for cluster 21815\n", + "[-0.15278559 -0.1100062 -0.11347093 ... 0.26196258 0.11042037\n", + " 0.1622572 ]\n", + "Found 956 total galaxies in catalog for cluster 7594\n", + "[ 0.3574776 -0.42555264 -0.57049425 0.19738238 -0.3092474 0.22419329\n", + " 0.38597928 0.37808295 0.09348115 -0.18451857 0.4148287 0.31788082\n", + " 0.12558781 0.0126768 0.04815956 0.01725303 -0.20865741 0.36583582\n", + " -0.39621078 -0.2132637 -0.61174418 -0.04273381 0.08351038 -0.03606601\n", + " -0.09427687 -0.39309735 0.05102778 0.31747999 -0.40704268 0.01310711\n", + " -0.04194879 0.57968679 -0.06380509 0.63256008 -0.73265127 -0.26230448\n", + " 0.29076705 -0.17792454 -0.25672743 0.10565443 0.82188148 0.0655149\n", + " 0.50304822 0.7677424 0.53296682 0.5002309 0.23504467 -0.43506761\n", + " -0.01586825 0.01734016 -0.16201854 -0.35804119 0.36231324 0.04425937\n", + " 0.23561595 0.08299337 0.25998257 0.14590969 -0.08368741 -0.58928973\n", + " 0.08312986 -0.38732899 -0.17693217 -0.06754852 -0.10939401 0.22654068\n", + " -0.17001513 -0.26456963 0.04645301 0.00674063 0.08088697 -0.19375488\n", + " 0.20295858 -0.28299921 -0.11172057 -0.79083374 0.28031253 0.36483446\n", + " -0.38487101 -0.04525458 -0.36131002 -0.08440038 -0.22558749 -0.00200646\n", + " -0.12948619 -0.19659816 0.40422093 0.17388816 0.65398482 -0.11436673\n", + " 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0.30457925 -0.04667826 0.19134648 0.06754446 0.53350535 0.30549672\n", + " 0.02995407 0.02961007 0.23672528 0.13979024 0.43429591 -0.17309714\n", + " 0.52758674 -0.39714038 -0.02269466 -0.23032926 -0.62348948 0.66454029\n", + " 0.01004831 -0.49028769 -0.18061823 -0.10953929 0.18558446 -0.0306282\n", + " -0.76878872 -0.32892671 -0.59849487 -0.04399476 -0.37661234 0.80645325\n", + " -0.06634132 -0.29851988 -0.02820372 -0.15994327 0.0298218 0.09750347\n", + " -0.30996354 -0.03899752 0.47258432 0.82070956 -0.08178644 -0.77284771\n", + " 0.10599764 0.01362897 -0.50713651 -0.14931594 -0.43224778 -0.07037879\n", + " 0.36729959 0.36582866 -0.03449363 -0.48927263 0.4686743 0.04970885\n", + " 0.05722707 -0.59154113 -0.24374384 -0.20977126 -0.29127664 0.13714696\n", + " 0.09885636 -0.1459952 0.05342635 -0.16619112 -0.14279865 -0.54708779\n", + " -0.20564537 0.07145483 0.16191924 0.65278417 -0.47417224 0.25489266\n", + " 0.06089156 0.35194959 -0.11659748 -0.23988739 0.03252509 -0.08440756\n", + " 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0.26428351 -0.0346225 0.23608337 0.22758487 0.44253166\n", + " 0.13586206 -0.24659185 -0.02872034 -0.02814395 -0.26065139 -0.48935426\n", + " 0.19070671 1.02860703 -0.22785263 0.02026694 0.0689024 -0.04118195\n", + " 0.50179868 -0.3730529 0.20065012 -0.09452372 -0.3960235 -0.11429466\n", + " 0.02539252 -0.24319319 0.10065569 -0.67006734 0.93445359 0.29151379\n", + " 0.4725902 0.13540892 0.13539375 -0.64651897 0.5836169 -0.31553071\n", + " 0.38106727 0.0829144 0.11296309 -0.19026112 0.10134078 -0.06435773\n", + " -0.14765612 0.0843886 -0.7813465 -0.19539408 -0.23402116 0.33842254\n", + " -0.03096967 0.50168218 -0.05050992 -0.29533253 0.32426964 0.28480905\n", + " -0.25103854 -0.33239587 0.05633062 0.27203598 0.46645099 -0.32975417\n", + " 0.02547501 0.42650436 0.00898842 0.25701758 -0.3091871 -0.34740413\n", + " -0.24837527 0.75450408 -0.55440127 0.32430744 0.08515314 0.08651535\n", + " 0.20844029 -0.03116269 0.10215568 -0.038444 -0.25581879 0.15380399\n", + " -0.26277264 -0.01095955 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0.18884223 0.19414446 0.27960894\n", + " -0.5294398 -0.01652844 -0.21447311 -0.13492569 0.01286865 0.27357873\n", + " 0.03275781 -0.03353409 0.03046628 -0.08271889 0.55430517 0.21838726\n", + " 0.29834748 0.24938516 0.34825668 -0.051362 0.35091379 0.38206336\n", + " -0.57403795 -0.63679641 -0.12304148 0.44737458 0.10745849 -0.02165908\n", + " -0.26170181 0.12069188 -0.16242998 -0.52098942 -0.39220367 0.34336994\n", + " -0.3273784 0.21455333 0.1018154 -0.44590137 0.92381916 -0.56485987\n", + " 0.64730873 -0.25226856 -0.04038762 0.37646473 0.02862199 -0.06193784\n", + " 0.01536876 -0.42791025 -0.30936231 0.04624877 -0.04253707 -1.10440856\n", + " -0.41416558 0.5348908 -0.05899834 0.09485116 -0.4059264 0.28831564\n", + " 0.36397617 -0.46110089 0.02978105 0.3422879 -0.10357154 -0.32637527\n", + " -0.20325025 -0.57980965 -0.11513019 0.16424808 0.0429886 -0.87828006\n", + " -0.00217987 -0.02940846 -0.19120985 -0.25928882 -0.13702474 0.31606147\n", + " -0.4240744 0.04415883 -0.18502865 0.02147588 0.11799351 -0.34578069\n", + " -0.33302556 0.00278655 0.72014621 0.46891817 -0.15888259 0.65149964\n", + " 0.24525045 0.17825479 0.06506479 -0.392229 -0.0093155 0.20745595\n", + " 0.08230825 -0.72547868 -0.51368937 -0.14506276 -0.35049635 -0.61775145\n", + " -0.50996654 0.27519682 0.68367677 -0.003229 -0.04155434 0.01815664\n", + " 0.14130472 -0.55008174 0.12438588 0.29292708 0.0214123 0.14594475\n", + " 0.32818345 0.02526154 0.26589428 -0.30423907 -0.29901621 0.06340277\n", + " 0.08454002 0.07934351 -0.43368447 0.03357051 -0.47653825 0.1075759\n", + " 0.32300429 0.50731433 0.25837293 -0.23926176 0.45672817 -0.35462047\n", + " -0.34312555 -0.60542773 -0.41569936 0.1470522 0.03446498 -0.36966956\n", + " 0.12259287 0.37380367 0.45633085 -0.16237909 0.51565318 0.31479497\n", + " -0.75376617 -0.35379715 0.19128033 -0.05667975 0.69274622 -0.02800156\n", + " 0.85739998 -0.19755766 -0.2592318 -0.04336481 0.17609451 0.05845497\n", + " -0.20658214 -0.12247482 -0.23073742 0.00645193 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0.06103139 -0.30924206\n", + " 0.57027367 0.18516969 -0.59666961 0.43822786 -0.26083673 -0.43496289\n", + " 0.14144565 0.3532157 0.03215111 -0.09761751 0.30570261 -0.72746029\n", + " -0.40998212 0.00466794 -0.06234577 -0.09119663 0.08776051 0.38304132\n", + " -0.05780196 0.09971385 0.09609866 -0.55726051 -0.42225736 -0.02208013\n", + " 0.07019251 0.02821444 -0.1295454 0.1196532 0.09197113 0.34758796\n", + " 0.21121059 0.07410321 0.33399352 -0.11232335 -0.24344504 -0.5804309\n", + " -0.57639097 0.30473636 -0.54690188 -0.22745718 -0.0919727 -0.00132107\n", + " 0.19114566 -0.3983238 -0.1874817 0.02656623 -0.06105355 -0.18716338\n", + " 0.00623314 -0.30279187 -0.09444019 -0.47918469 -0.11682458 -0.59105074\n", + " 0.60500565 -0.47928263 -0.53584335 -0.12755279 -0.06864842 0.14390121\n", + " -0.07182491 -0.48403216 -0.26262575 0.18823285 -0.19705112 -0.49704093\n", + " -0.57460471 0.19952524 -0.50608211 0.61029605 -0.73470498 -0.04015183\n", + " -0.04223818 -0.34937379 0.38657838 0.08151534 -0.32457538 -0.08720524\n", + " 0.60791008 0.27145169 -0.01298062 -0.59731918 0.11229508 -0.42399767\n", + " 0.07796481 -0.17182573 0.0148698 -0.20107828 0.1429695 -0.06774123\n", + " -0.05903867 -0.30002149 0.42036027 -0.23954706 -0.19687549 0.07683616\n", + " -0.07328153 -0.1733438 0.01261775 0.15557104 -0.11847654 0.48118059\n", + " 0.00648567 0.23768368 -0.13877209 -0.20265743 -0.34330509 -0.30433167\n", + " 0.30126366 -0.2513005 0.15404877 -0.38804656 0.23356137 -0.28926508\n", + " 0.593075 0.02208283 0.1566124 -0.51251008 0.00357685 -0.06558005\n", + " -0.23073081 0.08932061 0.13663391 -0.15319218 -0.42404347 0.42908605\n", + " -0.53563272 0.03301301 0.06368116 -0.10546555 0.0322339 -0.35219251\n", + " -0.1002672 -0.37449184 0.07365226 -0.16500196 -0.23120522 -0.10689376\n", + " 0.35304641 0.30934996 0.27270471 0.03863282 -0.1408932 -0.06865092\n", + " -0.42244021 -0.15184209 0.07301302 -0.42363963 0.12827046 -0.28174078\n", + " 0.48625321 0.40327137 0.55772431 0.17582416 -0.53818482 -0.22523215\n", + " 0.23430754 0.26393841]\n", + "Found 632 total galaxies in catalog for cluster 21425\n", + "[-3.63933753e-01 5.26634476e-01 -2.66806640e-01 4.44357735e-01\n", + " -5.06817580e-01 1.67322891e-02 6.29205856e-04 2.87356219e-01\n", + " 3.75898827e-01 1.28653251e-01 3.52476358e-01 -1.31220940e-01\n", + " 1.74537364e-01 1.89523046e-01 -5.00731581e-01 -2.03009178e-01\n", + " -2.14557784e-01 3.15936302e-01 3.97836225e-01 -1.26634337e-01\n", + " 3.16217560e-01 -4.48161478e-01 8.14230857e-02 -2.74221350e-01\n", + " -5.81186030e-02 4.40945038e-02 -5.41946784e-01 7.27441559e-02\n", + " 3.16412101e-01 3.48650925e-01 -5.94378434e-01 -1.71021248e-02\n", + " -5.97104820e-02 1.06150706e-01 -1.02014268e-01 -4.42567501e-01\n", + " 2.22695111e-01 -2.70895910e-01 2.52696051e-01 -9.14729174e-01\n", + " -5.55198897e-01 -4.91624836e-01 2.72982706e-01 -1.85613902e-01\n", + " 3.08800336e-01 -4.29046087e-01 -4.60273512e-01 5.81959742e-02\n", + " -5.77092354e-01 -2.36539885e-01 -6.08117831e-02 3.34858839e-01\n", + " -3.75641561e-02 -4.85722574e-01 3.00212317e-01 -2.97608820e-02\n", + " -5.71515113e-01 -8.58166631e-02 1.30249329e-01 -1.85510979e-01\n", + " 1.01940060e+00 -9.92080680e-02 2.85195168e-01 1.46237521e-01\n", + " 2.81236826e-01 -2.36451291e-01 -1.87810614e-01 -2.90629117e-01\n", + " -1.80663459e-01 -9.32569519e-02 3.85980543e-01 2.63286023e-01\n", + " 1.59932982e-01 -2.14730346e-02 6.82059494e-02 -5.67901774e-01\n", + " -5.27191424e-02 -1.10141356e-01 3.72320963e-02 2.89214340e-01\n", + " 4.63020867e-02 7.43063695e-01 -4.69937987e-01 -4.78760090e-01\n", + " 1.08326977e-01 5.22003870e-01 -1.12209907e-01 -2.11233617e-01\n", + " -3.09391202e-01 5.72777876e-02 3.56908188e-01 2.44740657e-01\n", + " 3.80347533e-01 3.23929643e-01 3.96183439e-01 -9.88301192e-02\n", + " 1.00949529e-01 1.23328116e-01 2.60502144e-01 -1.98642333e-01\n", + " 4.56999537e-01 1.84003335e-02 -4.70558979e-01 1.19391751e-01\n", + " -4.77405273e-02 -6.13662461e-02 3.61105388e-01 1.98164092e-01\n", + " 7.56548463e-01 7.59343422e-02 -2.26500226e-02 -4.27229408e-01\n", + " -4.17906836e-01 -2.03465546e-01 4.18332051e-01 1.42956033e-01\n", + " 2.37333346e-01 1.10722807e-01 2.90436475e-01 2.59170815e-01\n", + " 7.51996584e-01 -6.35466612e-01 -3.15648792e-02 1.00201903e-01\n", + " 5.63212885e-02 8.34542869e-01 4.85535690e-01 -7.73137799e-01\n", + " 3.95415553e-01 1.84866416e-01 4.27797214e-02 2.35796161e-01\n", + " 1.73210973e-01 3.82642485e-01 3.35383676e-01 2.89896208e-01\n", + " -1.55318707e-01 -1.24647258e-01 1.13713664e-01 1.00145397e-01\n", + " 8.41219149e-01 1.98200127e-01 -2.68647835e-01 -9.04658359e-02\n", + " -3.28339154e-01 -2.36276195e-01 1.73119406e-01 2.33100581e-01\n", + " 1.13579784e-01 3.86994163e-01 -4.02315443e-01 -6.91878997e-01\n", + " 3.47316379e-02 -1.11808759e-01 5.74299860e-02 2.52905935e-01\n", + " 3.07677714e-01 2.19536120e-01 4.03009982e-01 -2.74989571e-02\n", + " 8.03381954e-01 -3.14905492e-01 6.66710908e-01 -8.38658218e-02\n", + " 3.57024177e-01 -7.23662252e-02 5.73435519e-01 2.86147054e-01\n", + " 2.32572219e-01 4.06498056e-01 1.38324208e-01 2.44627180e-01\n", + " 4.91717578e-01 6.00017572e-01 -3.99420184e-02 1.21060056e-01\n", + " -3.53787613e-02 -5.84483707e-02 1.74207525e-01 -9.35932238e-02\n", + " 2.06751036e-01 -6.45986009e-01 -4.80820636e-01 -2.13028333e-01\n", + " -4.08937898e-01 5.16014201e-01 5.95373427e-01 4.06541235e-01\n", + " 1.66076141e-01 1.50332867e-02 6.74440955e-02 -2.35928018e-01\n", + " 5.93338082e-01 -6.41703895e-02 -1.79608072e-01 3.36398287e-01\n", + " -1.56808565e-01 3.55048440e-01 -8.41198018e-02 -1.80550932e-01\n", + " -4.65085499e-01 2.99481408e-01 1.41043691e-01 -2.52812198e-01\n", + " -3.96226779e-01 9.30174373e-02 -6.11761493e-01 1.39503996e-01\n", + " -4.03927619e-01 -2.53794978e-01 2.55528791e-01 5.22947731e-02\n", + " 7.27522404e-03 -3.57519298e-01 3.36047090e-01 2.76226751e-02\n", + " 1.11939473e-02 -6.19970162e-01 -1.11749916e-01 -3.53917800e-01\n", + " 6.97896532e-01 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-1.82836494e-03\n", + " -4.40456421e-03 -1.23223465e-01 4.89056462e-01 7.02713135e-01\n", + " -1.43188870e-01 7.71913247e-02 5.09838362e-01 3.29411501e-02\n", + " -3.45130889e-02 1.04367113e-01 3.65295809e-03 1.54640396e-01\n", + " -1.89190086e-01 1.21379845e-01 -1.93979390e-01 -3.15641153e-01\n", + " -7.06730971e-01 -4.27216230e-02 6.71071197e-01 4.30056026e-01\n", + " -1.06662130e-01 -1.06590390e-01 -1.49229180e-02 -6.82247958e-02\n", + " 3.35356332e-02 -2.11735883e-01 6.19095729e-01 -2.13278409e-01\n", + " -5.35523824e-01 -7.73580831e-03 -1.98055337e-01 1.17988559e-02\n", + " -1.69763187e-01 -4.71346570e-02 3.76638446e-01 -1.00872329e-01\n", + " 3.18427225e-01 -1.01843301e-01 5.50168823e-01 2.76277276e-01\n", + " -1.88947627e-01 1.93816513e-01 -2.15285934e-01 -4.12935874e-01\n", + " 8.03767313e-02 3.27134462e-01 1.43721164e-01 -6.94486117e-01\n", + " -3.58745414e-01 3.90702906e-02 -7.63379287e-03 5.23832249e-01\n", + " -2.69761525e-01 4.67668884e-02 2.80930973e-01 3.81216292e-01\n", + " 7.62016561e-02 -8.00642754e-02 4.07941914e-01 4.16582077e-01\n", + " 1.02777755e-01 -5.51856869e-02 7.91312256e-02 -1.71903509e-01\n", + " -2.83695615e-02 -4.34667711e-01 -4.66484380e-01 -2.12275370e-01]\n", + "Found 8401 total galaxies in catalog for cluster 30553\n", + "[-0.44449465 0.09366119 0.03500001 ... 0.15187118 0.41326337\n", + " -0.14555847]\n", + "Found 2161 total galaxies in catalog for cluster 11651\n", + "[ 0.19994002 -0.33410751 0.05487243 ... -0.19016788 0.397141\n", + " 0.1320266 ]\n", + "Found 3115 total galaxies in catalog for cluster 27728\n", + "[ 0.11631963 0.68559592 -0.17105027 ... -0.22345805 -0.22811455\n", + " -0.20146981]\n", + "Found 3282 total galaxies in catalog for cluster 30757\n", + "[ 0.22950887 0.08943643 0.26248539 ... -0.05575059 0.14546627\n", + " 0.11441397]\n", + "Found 5806 total galaxies in catalog for cluster 32634\n", + "[-0.54039764 -0.09551192 0.09198529 ... 0.33627811 0.24889236\n", + " -0.41407367]\n", + "Found 3646 total galaxies in catalog for cluster 33429\n", + "[ 0.23045971 0.80975207 0.25403913 ... -0.36112198 -0.21685067\n", + " -0.10187624]\n", + "Found 2372 total galaxies in catalog for cluster 15656\n", + "[-0.03603866 0.25902208 -0.5979108 ... -0.40605118 0.47062627\n", + " -0.25639667]\n", + "Found 963 total galaxies in catalog for cluster 29784\n", + "[-3.74531150e-01 -9.04684493e-02 9.56328628e-02 -5.94852915e-02\n", + " -2.03208879e-01 4.55322050e-01 -2.85261504e-01 4.90301058e-01\n", + " -1.87414023e-01 1.91680610e-01 1.39087712e-01 -4.93485033e-01\n", + " -1.34478811e-01 -1.13829096e+00 5.85202725e-01 -2.39663311e-01\n", + " 1.55811446e-01 -3.93182798e-02 1.15591253e-01 -1.40913916e-01\n", + " -4.85935257e-01 4.27971668e-01 2.23980749e-01 1.25320157e-02\n", + " 1.86931014e-01 1.58710421e-01 1.18144166e-01 -3.65484039e-02\n", + " 4.78648957e-01 -1.24745946e-01 -3.67749105e-01 5.38465703e-01\n", + " 2.30907641e-01 -2.06525101e-01 4.86057397e-01 -9.71671331e-02\n", + " 2.77246671e-01 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2.64812922e-01 -4.62183912e-01 1.19257624e-01 -1.22550764e-01\n", + " -4.31741568e-01 4.07042794e-01 1.38435635e-01 -4.27300165e-02\n", + " 1.55329154e-01 1.91350387e-01 3.15125203e-01 9.99472228e-01\n", + " 3.55111459e-01 7.15372401e-01 9.43691332e-02 3.41070471e-01\n", + " 4.39363426e-01 2.06112051e-01 3.41343810e-01 -1.11442056e-01\n", + " 2.82809492e-01 4.79468445e-01 -1.38983654e-01 -8.41575769e-02\n", + " 2.26737792e-01 1.99714980e-02 1.67951401e-01 2.44728212e-01\n", + " -1.92808369e-01 -1.97108000e-01 6.61276423e-02 -5.53940593e-01\n", + " -3.79076100e-01 -3.76504623e-02 -5.76223724e-01 -6.91640806e-02\n", + " -4.37417375e-01 -6.62465076e-01 -1.06328374e-01 4.02174008e-01\n", + " 1.72905110e-01 2.73859042e-01 7.62610281e-02 -1.27024442e-01\n", + " 3.18721044e-01 1.80749891e-01 5.48905515e-02 2.08485483e-01\n", + " -3.42586906e-01 -1.47641217e-01 1.06330845e-01 4.70452500e-01\n", + " 6.17844802e-01 1.94553224e-01 -1.80616073e-01 2.68431954e-01\n", + " -2.53724367e-02 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2.14096010e-01 1.17197361e-01\n", + " -3.93674483e-01 7.55109852e-02 1.26176152e-01 -2.24230114e-01\n", + " 1.26564655e-01 -6.08756866e-01 -2.52094195e-01 5.81380446e-01\n", + " -2.19079670e-01 -1.96679750e-01 -1.13346092e-02 9.40403734e-03\n", + " 3.17688142e-01 4.58904246e-01 2.48148395e-01 4.66805765e-03\n", + " -1.96412917e-02 -1.78472017e-01 -3.33534532e-01 1.22701061e-01\n", + " 2.80645161e-02 3.02297026e-01 3.00281678e-01 4.51438000e-01\n", + " 2.83074673e-01 -8.87094780e-01 -5.99234373e-01 3.86780746e-01\n", + " 2.52980934e-01 4.12176662e-01 -2.01687703e-01 1.47637914e-01\n", + " -1.52672801e-01 6.47954109e-01 -5.36426052e-01 5.44851892e-01\n", + " 1.15293653e-01 3.94671554e-01 -2.00100655e-01 -1.31870334e-01\n", + " -6.56328081e-01 -3.00493606e-01 -3.05773491e-02 2.61363049e-01\n", + " -7.83113237e-01 -3.32130804e-01 -8.01354806e-02 -4.50082579e-01\n", + " -2.83563719e-01 -2.54589172e-01 1.30339194e-01 8.71808045e-02\n", + " 1.49172429e-01 -4.94682674e-01 -1.60472279e-01 6.52965030e-01\n", + " 7.17227562e-02 2.00925661e-02 -8.69351942e-02 3.63237518e-01\n", + " 1.54838067e-01 5.86799746e-01 8.06002687e-02 3.74671265e-01\n", + " -6.46959103e-01 -2.67484738e-01 2.59089017e-02 -7.56240925e-02\n", + " -8.97071390e-01 -2.91750795e-01 -2.33678822e-01 -3.97007763e-03\n", + " 8.56245373e-01 -4.09003334e-01 -6.18784581e-01 -1.56247863e-01\n", + " 2.04067104e-01 -3.83880688e-01 -2.04842234e-01 -1.27832840e-01\n", + " -3.87348687e-01 -4.65623405e-01 6.37729537e-01 3.76113847e-01\n", + " 2.43793990e-01 -3.77503852e-01 3.25952411e-02 2.93046065e-01\n", + " 2.99011175e-01 -1.96334606e-01 3.62003309e-01 -6.37255479e-01\n", + " 5.89402255e-01 -2.72793827e-01 1.03032935e-01 1.27359138e-01\n", + " -1.28288731e-01 -2.20885691e-01 4.45109414e-01 -6.61960175e-01\n", + " -2.35968474e-01 4.62352621e-01 1.75620219e-01 1.12927130e-01\n", + " -4.14429969e-01 4.87737780e-02 9.23026588e-02 3.26783678e-01\n", + " 6.99565749e-01 2.43545948e-01 -2.28325800e-01 7.62280801e-02\n", + " -7.62891033e-01 4.44178448e-01 2.71287895e-01 4.24852933e-01\n", + " -3.00287508e-01 -5.91156364e-02 1.38186025e-01 -4.26558260e-01\n", + " 2.45318642e-01 -3.25939419e-01 1.03260032e-01 -2.17172510e-01\n", + " 2.51121831e-01 -1.66919974e-01 -1.10589446e-01 3.78035353e-01\n", + " -6.53951448e-01 4.15194939e-02 -5.51561130e-01 -5.54223019e-01\n", + " -9.33175701e-02 -1.43139984e-01 2.78871250e-01 -1.06072826e-01\n", + " 1.21149689e-01 -2.09704766e-01 7.99281083e-03 -9.28189599e-01\n", + " 4.64978886e-02 -8.80446968e-03 -9.46948390e-02 5.83194945e-01\n", + " 3.42825839e-01 2.88631982e-01 -7.67634541e-01 -2.33206984e-01\n", + " 9.94712061e-02 9.27931284e-03 4.40662214e-01 6.29565450e-03\n", + " -8.69783050e-01 -2.43960769e-01 -1.21168385e-01 1.60426932e-01\n", + " 6.41659768e-02 -1.84782602e-01 6.68039421e-02 3.40955125e-02\n", + " 4.21341735e-01 -5.94450655e-02 5.20413857e-01 2.68343182e-01\n", + " -3.36085144e-01 4.59585682e-01 4.62655430e-01 -7.19490560e-02\n", + " 7.84859381e-01 -9.97804726e-02 4.46434488e-01 2.30093569e-01\n", + " 1.92032528e-01 2.79221277e-01 3.76212341e-01 4.07158011e-01\n", + " -1.56977512e-01 -3.18467066e-01 1.95808242e-01 -2.02053502e-01\n", + " -3.78179640e-01 9.79518557e-02 -1.36258298e-01 -4.79464935e-01\n", + " 6.18505167e-01 2.75465772e-01 -4.20605353e-01 -1.88665502e-01\n", + " -2.95318042e-01 -5.09428244e-01 1.75013263e-01 1.02571498e-01\n", + " 3.16578370e-01 -2.14684395e-02 -6.14726214e-02 4.86289248e-02\n", + " -7.36330999e-03 3.22111364e-01 -1.69574032e-01 8.29146051e-03\n", + " -5.70150828e-01 7.70674536e-02 -3.74816412e-01 3.84632328e-01\n", + " -7.66169013e-02 1.53588364e-01 3.18963784e-01 3.18587404e-02\n", + " 6.53300663e-02 -2.86609817e-01 4.78275609e-02 1.08532942e-01\n", + " 2.75004450e-01 6.10035257e-01 -5.29887114e-01 1.00068335e-01\n", + " 4.58822801e-01 -6.66566463e-03 1.19624127e-02 5.59695820e-01\n", + " -3.43811987e-01 -1.18648930e-01 2.41688370e-01 -4.45866066e-02\n", + " 5.79032733e-02 -2.20270053e-01 8.05894650e-02 5.18162408e-02\n", + " -5.04277273e-02 2.66810706e-02 -1.09809782e-01 2.94852967e-01\n", + " 6.54070025e-01 4.18200251e-02 1.70964527e-01 3.59479773e-03\n", + " 1.46373241e-01 3.98788473e-01 -1.20676092e-01 -3.22758671e-02\n", + " -2.91337408e-01 -2.65976497e-01 5.52084008e-02 8.24194906e-02\n", + " -2.08664697e-01 -7.32385741e-03 -2.89765259e-01 5.85829641e-01\n", + " -4.10330005e-02 -1.50244002e-01 -3.99108336e-01 2.70163830e-01\n", + " -1.42404976e-01 -4.56273165e-01 3.49386933e-01 2.48386778e-01\n", + " -1.17627367e-01 -3.24426505e-01 -6.20285584e-02 -2.41898536e-02\n", + " -2.46996395e-03 2.82085251e-01 -1.87017544e-01 3.10285456e-01\n", + " 1.36889084e-01 -1.92142339e-01 1.19492689e-01 -1.81765237e-01\n", + " -2.06656943e-01 -3.98616257e-01 4.41822575e-01 6.37796189e-02\n", + " 1.90652483e-01 -2.24173915e-01 1.14369700e-02 7.74184631e-02\n", + " -6.97068781e-01 -4.13787078e-01 1.72365089e-02 4.74132079e-02\n", + " 1.03792999e-02 3.27294818e-01 -5.11389124e-01 1.63110344e-01\n", + " 9.71973896e-02 1.07063812e-01 -1.23615041e-01 -7.44546956e-02\n", + " -3.01644276e-01 -2.04188593e-01 1.58340148e-01 3.42275497e-01\n", + " 3.20444351e-01 -3.58681277e-02 1.99525974e-01 1.03604150e-01\n", + " 2.74447322e-01 -4.96359712e-01 -3.37200725e-01]\n", + "Found 2313 total galaxies in catalog for cluster 22630\n", + "[ 0.18027475 -0.04958593 -0.01545594 ... -0.15596318 -0.11737921\n", + " 0.37863276]\n", + "Found 1247 total galaxies in catalog for cluster 17777\n", + "[-0.17755899 0.53584643 -0.56541227 ... 0.13590448 -0.28397172\n", + " -0.17819784]\n", + "Found 2529 total galaxies in catalog for cluster 33569\n", + "[-0.18569312 -0.24435683 -0.23881131 ... -0.10040275 -0.10348083\n", + " -0.39138865]\n", + "Found 2263 total galaxies in catalog for cluster 39996\n", + "[ 0.02196514 -0.06028599 -0.14932883 ... 0.09626804 -0.21497911\n", + " -0.33765771]\n", + "Found 4094 total galaxies in catalog for cluster 37007\n", + "[ 0.07284894 0.38554188 0.21999141 ... -0.27485964 -0.00235147\n", + " 0.19650853]\n", + "Found 4852 total galaxies in catalog for cluster 25937\n", + "[ 0.15255857 -0.41420091 -0.28794845 ... -0.40640666 -0.15664724\n", + " 0.02635474]\n", + "Found 1586 total galaxies in catalog for cluster 24386\n", + "[-0.27205013 -0.31597019 0.44689643 ... 0.06128624 0.14351361\n", + " -0.0817034 ]\n", + "Found 5253 total galaxies in catalog for cluster 44685\n", + "[-0.44872314 0.17909645 -0.04093126 ... -0.26766488 0.32192309\n", + " 0.19298336]\n", + "Found 2779 total galaxies in catalog for cluster 48725\n", + "[ 0.20582145 -0.1444869 0.18837871 ... -0.29640027 -0.29535285\n", + " -0.12527403]\n", + "Found 2228 total galaxies in catalog for cluster 27260\n", + "[-0.22416677 0.36743222 -0.37646341 ... -0.31756387 -0.55119146\n", + " 0.20441414]\n", + "Found 1532 total galaxies in catalog for cluster 35316\n", + "[ 0.72049676 -0.21207569 -0.21298772 ... -0.3634102 -0.02489602\n", + " -0.40295261]\n", + "Found 1270 total galaxies in catalog for cluster 59428\n", + "[ 0.25644259 -0.09038017 0.26933536 ... -0.24494628 -0.19486009\n", + " -0.21822688]\n", + "Found 2305 total galaxies in catalog for cluster 25976\n", + "[ 0.11108439 0.12539907 0.08190519 ... 0.33850757 -0.3703267\n", + " -0.43430721]\n", + "Found 3178 total galaxies in catalog for cluster 31596\n", + "[ 0.33542191 -0.3595155 0.11415141 ... -0.33752974 -0.10241494\n", + " -0.19251326]\n", + "Found 6358 total galaxies in catalog for cluster 26346\n", + "[ 0.05561808 0.59199334 -0.46583343 ... 0.03321205 -0.2685966\n", + " -0.2305854 ]\n", + "Found 3056 total galaxies in catalog for cluster 36608\n", + "[ 0.06227627 0.67766812 -0.17692931 ... -0.24484238 -0.24507671\n", + " -0.17460524]\n", + "Found 3770 total galaxies in catalog for cluster 26938\n", + "[-0.01549692 0.13176151 0.48000063 ... -0.27052491 0.14771541\n", + " 0.12189737]\n", + "Found 1528 total galaxies in catalog for cluster 74483\n", + "[ 0.077594 0.41565343 -0.2718991 ... 0.15248395 -0.24333836\n", + " -0.21848731]\n", + "Found 2946 total galaxies in catalog for cluster 62882\n", + "[ 0.30365894 -0.25115253 0.05941377 ... 0.59510717 -0.32169655\n", + " 0.02876253]\n", + "Found 626 total galaxies in catalog for cluster 25770\n", + "[ 4.69931464e-01 8.22515866e-02 1.04774189e-01 -4.91077133e-01\n", + " -4.79108990e-01 -4.92235047e-01 -2.79842955e-01 8.15205721e-01\n", + " -1.07987075e-01 -4.27322232e-01 1.82240614e-01 2.26923950e-01\n", + " 5.05250919e-01 -4.34908175e-02 5.14067394e-01 6.15667160e-02\n", + " 2.46517210e-01 2.21151791e-01 2.00860200e-01 -4.89204299e-01\n", + " 1.68410128e-01 -4.63005026e-01 -6.25874669e-02 -7.36704076e-01\n", + " 3.86085247e-01 5.37414309e-01 6.13131971e-01 1.75910598e-01\n", + " 3.01997998e-01 4.93562951e-01 -5.11824565e-01 -6.77689254e-01\n", + " -3.55233591e-01 3.48156273e-02 -8.22188668e-02 -1.42617345e-02\n", + " -3.76474539e-01 -1.45591160e-01 -2.62950660e-01 -6.96685892e-02\n", + " 7.83869118e-01 6.36507954e-01 -1.29505865e-01 -2.77977413e-02\n", + " 1.40483918e-01 1.19928716e-01 -1.09130350e-02 -1.71046961e-02\n", + " -6.13019446e-01 -4.49053959e-01 -3.85741608e-01 -1.41827127e-01\n", + " 9.51990958e-03 -4.43975817e-01 -2.60270096e-01 -1.11732567e-01\n", + " 1.96746896e-01 -4.08580494e-01 2.41673237e-01 -4.96495395e-01\n", + " -9.68007401e-02 8.27320874e-02 -1.27433170e-01 -4.48919629e-01\n", + " -6.09986065e-01 -3.53356958e-01 2.97928699e-01 1.18964300e-01\n", + " -3.44932078e-02 1.64602649e-01 -6.14946162e-01 -9.70088693e-01\n", + " 4.12449995e-02 4.19561939e-01 -9.42305452e-02 -9.09811973e-02\n", + " -2.16608255e-02 -9.72954089e-02 3.13101625e-01 -1.13147803e-02\n", + " 4.01250048e-01 -5.81262680e-02 3.35590908e-01 -8.28042693e-02\n", + " -5.26399344e-01 5.07189784e-01 3.30508795e-01 1.47963214e-01\n", + " 3.41113103e-02 -2.44874898e-01 2.05402440e-01 1.58567775e-01\n", + " -1.70823821e-01 -1.13903500e-01 -5.02343756e-02 -2.17254405e-01\n", + " 1.39951479e-01 -4.12513333e-01 5.95112176e-01 2.19771619e-01\n", + " 3.43336447e-01 -1.64441106e-01 6.32548725e-01 -2.32962518e-01\n", + " 3.19206252e-01 2.04177802e-01 -2.09092612e-01 1.70933125e-01\n", + " -9.63795212e-02 4.45804336e-01 3.56438393e-01 1.06731489e-01\n", + " -4.25066285e-01 9.36440234e-02 -6.98003213e-02 3.40439119e-01\n", + " 3.14327615e-01 3.00325407e-01 4.22692581e-01 6.03272211e-01\n", + " 1.57647809e-01 5.02121535e-01 -2.01095914e-01 8.40372094e-01\n", + " -3.23188540e-01 -2.35246317e-01 4.31996363e-02 1.78419055e-01\n", + " -9.02654612e-02 4.48491877e-01 -6.30123230e-01 7.56327325e-02\n", + " 2.12267692e-01 -3.07815238e-01 1.33461311e-01 -6.62422858e-02\n", + " 4.32658956e-01 -1.57984491e-02 -3.41148521e-01 -1.99010071e-01\n", + " -1.30175949e-01 3.51279317e-01 4.10182259e-01 2.77223315e-01\n", + " -1.67735418e-01 -1.52754002e-01 -5.22153140e-02 2.32908387e-01\n", + " 7.17048986e-01 2.72885945e-01 -1.84773198e-02 9.16554208e-02\n", + " -2.20830925e-01 2.14638641e-01 -6.36800479e-02 -2.34859491e-02\n", + " 4.04769090e-01 -1.02732413e-01 3.82163311e-01 -1.64864311e-01\n", + " -1.27866428e-01 6.65663040e-01 1.76470029e-01 -2.81442735e-01\n", + " 4.00245135e-01 -1.97075151e-01 -1.20061759e-01 2.81247016e-01\n", + " -6.09409152e-02 -1.05439804e-01 1.24572469e-03 -5.59892584e-02\n", + " 3.07950478e-01 3.92617839e-01 -3.77815048e-01 -2.21155175e-01\n", + " -2.95938197e-01 2.58217971e-02 -1.60617174e-01 -3.13931557e-01\n", + " -3.62641573e-01 -2.02201773e-01 -3.45567014e-01 -5.23003024e-01\n", + " 2.83013428e-01 2.83680560e-02 -3.86246385e-01 -4.69363182e-01\n", + " -3.80700051e-01 -2.12971778e-01 4.11449933e-01 9.57758052e-02\n", + " 8.61852050e-01 3.67002364e-01 -3.20482692e-01 -3.85246843e-02\n", + " 3.23961581e-01 7.04565645e-01 4.17447590e-02 1.28378413e-01\n", + " -1.92777819e-01 4.24258486e-02 1.09392835e-01 -1.14493432e-01\n", + " -2.62988325e-01 -3.61593529e-04 1.65948077e-01 1.68806790e-01\n", + " -1.49755939e-01 -2.86744373e-01 7.97544515e-02 -4.91776882e-01\n", + " 1.57058270e-01 -4.41529475e-01 7.04925069e-02 -2.27649865e-01\n", + " -1.16084144e-01 -2.81616061e-01 1.48257957e-02 1.91344412e-01\n", + " -9.00267161e-02 4.69245294e-01 4.60795587e-01 -9.95132559e-01\n", + " 1.91084844e-01 -6.41422989e-02 1.33753496e-01 2.67101982e-01\n", + " 3.25838351e-01 5.02530914e-01 -3.04930835e-01 -1.84348907e-01\n", + " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 -4.51415701e-01\n", + " 6.43455376e-01 8.92077520e-01 3.78667492e-01 1.34675543e-01\n", + " -2.24836948e-02 1.67849483e-02 1.55484592e-01 1.41128276e-01\n", + " -2.03712562e-02 -7.21439017e-01 -2.16277538e-01 -2.75980181e-01\n", + " -3.55998451e-01 6.10233813e-02 -2.59072011e-01 3.23551838e-01\n", + " -4.34819196e-01 7.17944431e-01 1.44231623e-01 -3.94913573e-01\n", + " -8.65470356e-02 -5.55669111e-01 1.77551073e-01 4.51919328e-01\n", + " 2.56864166e-01 -3.83640502e-01 5.03447246e-01 -1.84705919e-01\n", + " -3.60317725e-02 -4.45667010e-01 3.16429235e-01 -1.08560764e-01\n", + " 2.37750321e-01 -4.02255918e-02 1.29394222e-03 1.48154665e-01\n", + " 3.28914503e-01 -2.64538883e-01 3.89001426e-01 7.34728491e-02\n", + " 1.63128644e-01 2.52518405e-01 -1.90722214e-01 1.72409837e-01\n", + " -4.84496332e-01 -6.85477067e-01 -7.59474616e-02 -1.09528112e-01\n", + " -4.76295591e-01 2.85965345e-02 -1.73194586e-01 4.93635758e-02\n", + " 5.84547369e-01 1.87145185e-01 5.07569956e-02 -4.41565648e-02\n", + " 7.42410418e-01 -9.34381928e-02 1.11784473e-01 6.40624707e-02\n", + " -2.16191439e-01 7.25335713e-02 1.05882320e-01 1.50964811e-01\n", + " -1.91715449e-01 -2.21760215e-01 -2.38011883e-01 -3.29796741e-01\n", + " 4.68858158e-01 1.82142126e-01 -4.58948597e-01 1.40518883e-01\n", + " 3.45958654e-01 2.76733216e-02 3.78272541e-01 -3.66702231e-01\n", + " -3.45733571e-01 3.14235245e-01 -6.44813568e-01 3.13887020e-01\n", + " -5.48768420e-01 -6.57137326e-01 4.10180845e-01 -2.02916495e-01\n", + " -1.18225964e-01 4.47155907e-01 2.15995869e-01 3.18883038e-02\n", + " -1.54235524e-01 -1.70064320e-01 6.39482823e-01 1.76169510e-01\n", + " 7.79430637e-02 1.64106636e-01 -1.39640884e-01 4.76925319e-01\n", + " -1.02601352e+00 -3.12867628e-01 4.46280837e-01 -8.30031681e-02\n", + " 9.02436712e-01 3.66215373e-01 1.87097363e-01 5.69437347e-04\n", + " 3.15404456e-01 1.91482713e-01 -1.31552618e-01 6.95177438e-02\n", + " -1.85364571e-01 -2.37913069e-01 -9.20638441e-01 1.80419303e-01\n", + " 1.25604109e-01 -9.40787740e-02 3.45453050e-02 1.96897595e-01\n", + " 3.55714498e-02 1.02214659e-01 2.60877238e-01 -3.29999154e-01\n", + " -4.06828321e-01 -4.82828005e-01 -4.21699356e-01 -5.79843153e-02\n", + " -5.33231782e-01 -6.06881203e-01 -1.19453502e-01 -1.54148185e-01\n", + " 3.95165902e-01 2.46971683e-01 1.41668961e-01 -4.53423573e-01\n", + " 1.82586513e-01 3.24583906e-01 5.53059371e-01 -4.84485351e-01\n", + " 3.47981439e-01 1.28148378e-01 1.48273071e-01 1.12951778e-01\n", + " -7.63012630e-02 -1.12353225e-01 6.23454460e-01 2.68454749e-01\n", + " 6.12457604e-02 -2.90312338e-01 -2.65204358e-01 5.21016153e-01\n", + " -3.37248556e-01 5.26928597e-01 7.33826792e-02 2.53301935e-01\n", + " 2.01276780e-01 -2.60068677e-01 -2.55441931e-02 1.13705916e-01\n", + " 3.39973742e-01 3.26544604e-01 6.98013652e-01 9.57337068e-02\n", + " -1.96723565e-01 1.77497572e-01 6.30646998e-01 3.34220459e-02\n", + " -6.16361464e-01 -3.60828235e-01 9.15846994e-02 -2.16997095e-01\n", + " 4.79239337e-01 6.02805029e-02 -1.78062594e-01 8.83939594e-01\n", + " -5.62649383e-03 -1.90147348e-01 -6.22845711e-03 1.81426154e-01\n", + " -5.09076462e-01 -3.26504306e-02 -3.73505888e-01 1.53897684e-01\n", + " -1.06749021e-01 3.52395139e-01 1.12395634e-01 -4.52290653e-01\n", + " -1.57005018e-01 3.16444946e-01 2.10348385e-01 -1.29731912e-01\n", + " 1.72774737e-01 4.21171761e-01 1.32641671e-01 2.10704056e-01\n", + " 3.58662307e-01 4.97270897e-01 1.30694624e-01 -1.52654105e-01\n", + " -1.95519326e-01 5.77082875e-01 5.10005100e-01 1.53097004e-01\n", + " 6.04787497e-02 -8.62305414e-02 4.24219394e-01 3.33307663e-01\n", + " 1.18114939e-01 6.13826435e-01 -1.19190672e-01 1.19765360e-01\n", + " 1.82657334e-01 -1.64177369e-01 3.42579961e-01 2.79693380e-02\n", + " 4.30041106e-01 -2.00754053e-01 -2.83577198e-01 4.19931660e-01\n", + " 1.85581878e-01 8.81828990e-01 -1.03827687e-01 -6.96006321e-02\n", + " 5.58614541e-01 -1.92992731e-01 -1.63170751e-01 -9.28408659e-02\n", + " -3.48552400e-02 -4.26747605e-01 4.58676166e-01 2.73779905e-01\n", + " 3.26465671e-01 5.65702395e-01 2.09718596e-01 3.64146983e-01\n", + " -3.76228066e-01 4.32664481e-03 1.26308806e-01 1.46442039e-01\n", + " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 1.21635446e-01\n", + " -3.03953974e-01 -3.99959162e-02 -6.35618152e-02 9.76940697e-02\n", + " 4.03769617e-01 6.40653189e-01 -2.79839529e-01 5.60052860e-01\n", + " -9.15486862e-02 2.88833893e-01 -3.31258128e-02 -1.39830638e-01\n", + " 2.20649190e-01 4.53173098e-02 3.66651187e-01 -5.93483633e-01\n", + " -7.98640823e-02 4.42927244e-01 -1.28373875e-01 4.20834992e-01\n", + " 2.30519585e-01 1.41631569e-01 2.38740218e-01 -4.03073904e-01\n", + " 2.38504962e-01 -3.86668319e-02 -2.96972464e-01 4.45004595e-01\n", + " 3.75628555e-01 -4.57312676e-01 1.64928114e-01 -5.82286397e-01\n", + " 8.02178306e-01 -5.00183940e-01 -2.48979505e-01 2.82710553e-01\n", + " 1.35235637e-01 -5.48880900e-01 -2.00139891e-02 -2.14194880e-01\n", + " 2.17586759e-01 -1.65563804e-01 3.74674106e-01 -4.97832003e-01\n", + " 7.85697628e-02 -1.69908104e-01 -2.48564017e-01 -2.86917179e-01\n", + " -2.18130086e-01 -1.12520669e-01 -2.65171252e-01 4.02800011e-01\n", + " 4.27478305e-01 -3.00967283e-01 -8.53949853e-02 -3.27979672e-01\n", + " 5.04435355e-01 4.86011804e-01 -2.22472349e-01 3.08020483e-01\n", + " 2.89966859e-01 -6.28608058e-02 3.03264546e-02 4.90054904e-01\n", + " 1.06658993e-01 2.33794670e-01 -4.06065301e-01 -3.64765937e-01\n", + " -2.98016730e-01 -3.37904186e-01 3.78257500e-01 3.68821088e-01\n", + " 1.27140838e-01 2.88691176e-01 5.36294966e-01 -7.24772123e-02\n", + " 4.31282802e-02 -7.13623093e-02 -2.41665116e-01 7.56187433e-02\n", + " 4.02971997e-01 5.89970929e-01 1.58522560e-01 -7.34435429e-02\n", + " -3.40162474e-01 -3.90029088e-02 -3.89026477e-02 -3.45806406e-01\n", + " -1.81013938e-01 1.20839908e-01 8.41350704e-02 4.69103570e-03\n", + " 5.51888705e-01 3.17256583e-01 2.34881948e-01 2.45479109e-01\n", + " -4.25617434e-01 2.79994447e-01 -1.01110578e-01 -1.15281670e-01\n", + " 3.27655680e-02 -2.60009488e-01 1.69975425e-01 -5.23176294e-02\n", + " 2.41635690e-01 5.26033223e-01 -2.82366771e-01 1.53788678e-02\n", + " -1.71221938e-01 2.09977810e-02 -1.21703341e-01 -2.44386944e-01\n", + " -1.86967666e-01 4.91194154e-02 2.67296366e-01 4.05096796e-01\n", + " -2.88306372e-01 1.58132581e-01 -2.71979857e-01 -7.77341820e-02\n", + " 3.46412175e-01 -7.31533291e-01 -2.06746701e-01 2.93197414e-01\n", + " -6.13617126e-01 -1.11955514e+00 -2.20728116e-01 -3.02056917e-01\n", + " -9.28296098e-02 -7.28960324e-02 -1.38482584e-01 -5.52040972e-01\n", + " 3.17851325e-03 6.39255623e-01 7.05876209e-01 1.26001441e-01\n", + " -1.04908896e-02 1.00788115e-01 3.48352080e-01 2.94070682e-01\n", + " 1.57748362e-02 5.74285297e-02 -4.04799042e-01 -5.49202381e-02\n", + " -4.72703665e-01 3.17656308e-02 -6.15193881e-01 3.31596837e-01\n", + " -2.27210984e-01 -9.40579929e-03]\n", + "Found 514 total galaxies in catalog for cluster 59302\n", + "[-0.7030548 -0.2986062 0.09355411 0.0689814 0.60669639 -0.01550789\n", + " -0.14614869 0.27459747 -0.97496748 0.22664667 0.20665064 -0.19934954\n", + " -0.1086906 0.28415875 -0.60693122 -0.26700043 0.39975389 -0.08099926\n", + " -0.26647362 -0.12622183 -0.40506115 -0.30215194 -0.52266851 -0.18757567\n", + " 0.23806617 0.27752927 0.3776747 0.48122174 -0.3404986 -0.19415891\n", + " 0.01489878 -0.04363727 -0.30838742 -0.28738742 0.24023964 -0.10309753\n", + " -0.7559602 -0.07933411 0.85252308 0.40894069 -0.12016379 0.28198139\n", + " -0.05795284 -0.26107812 -0.10356654 -0.52237502 0.11320941 0.317724\n", + " -0.33584669 -0.02946413 -0.15718049 0.1843659 -0.1126654 0.06988115\n", + " 0.28158928 -0.20842448 0.01943581 -0.33730091 0.29580351 -0.01762769\n", + " -0.25832141 0.43168148 0.21386653 0.02569163 0.01602169 0.32854664\n", + " 0.21596287 0.29035691 -0.73696682 0.47097971 -0.51250828 0.18012505\n", + " -0.30059596 0.53010665 -0.06280792 0.19503184 -0.65127326 0.09107219\n", + " -0.08199439 0.45022495 -0.16050412 -0.10290788 -0.08338951 -0.39278575\n", + " -0.27586226 -0.06766247 0.17456554 0.19610757 0.11287448 0.4619246\n", + " 0.15183532 0.50665203 0.19338427 0.09905482 -0.21887791 0.34019513\n", + " -0.05872421 0.16835089 0.28341029 -0.10651477 -0.13148241 -0.06035347\n", + " 0.18015199 0.3020353 -0.34408567 -0.00200049 -0.19273532 0.2864748\n", + " 0.15184271 0.63329698 -0.09764238 0.03218005 0.14838595 0.49961322\n", + " 0.22714575 0.15854617 -0.00128597 -0.06178901 -0.09160233 0.65309771\n", + " -0.47907369 0.25008195 -0.97603656 -0.06133854 0.480196 -0.02978087\n", + " -0.0677284 -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452\n", + " 0.36909401 0.14231269 -0.06220433 0.24610634 0.11134908 0.24047602\n", + " -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705 0.26278817\n", + " -0.39411269 0.27993593 -0.02997445 0.42350423 -0.21027237 -0.00476224\n", + " 0.14144592 -0.26590064 -0.08597748 -0.01091568 0.02584536 -0.1764528\n", + " -0.26703644 -0.22658026 0.17817805 0.44455686 -0.29317833 -0.21145343\n", + " 0.41651161 -0.24329167 -0.00288695 -0.42466294 -0.40115811 -0.23353144\n", + " -0.17270076 -0.37587737 0.55370774 -0.12788435 -0.30051643 0.05153701\n", + " 0.10664946 -0.85348321 -0.01928962 -0.26784695 0.40589241 0.15939806\n", + " 0.11081399 -0.28810845 0.2298593 0.64478498 -0.40672256 -0.58286455\n", + " -0.12801189 0.33227331 0.23909264 -0.06030558 0.44904955 0.31097719\n", + " -0.33340191 0.0998535 0.08917471 -0.6456662 0.30327284 0.51225527\n", + " 0.48818978 0.2296761 -0.03873786 0.32373473 -0.14305066 0.05910027\n", + " -0.06596952 -0.2526311 0.13302719 -0.00270377 0.45220135 0.20014768\n", + " -0.06265121 -0.14409919 0.16573367 -0.06629182 0.18805569 -0.3882322\n", + " 0.04009703 -0.2182302 0.06633279 -0.11919668 -0.52955455 -0.03315316\n", + " -0.32243813 0.15925049 0.1921269 -0.46149467 0.31760904 0.16027228\n", + " -0.09159386 -0.0047224 -0.27918361 0.78981834 0.04198187 -0.37136413\n", + " 0.25566216 -0.30054139 0.27887194 -0.1491137 0.24207707 -0.09855049\n", + " -0.48714799 -0.00349147 -0.16765788 0.15153627 0.32906012 0.27132893\n", + " -0.03437923 0.36345961 -0.53534567 -0.06419938 -0.35727209 0.02862477\n", + " -0.30940367 0.40758784 0.2886936 -0.11693672 0.4838847 -0.23183956\n", + " 0.61783619 -0.24275999 0.71624778 0.09743434 0.08020081 0.22820985\n", + " -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789 -0.03800425\n", + " -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536 -0.01248452\n", + " -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163 0.49517426\n", + " -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017 0.1140784\n", + " 0.06848525 0.00745635 -0.59196988 0.5698269 -0.77582658 0.19018918\n", + " -0.54949149 0.27892862 -0.11721174 0.01372189 -0.16820493 0.09408494\n", + " 0.42709648 0.44531959 -0.23617979 -0.01771833 -0.42291197 0.00604222\n", + " 0.23991114 -0.1156619 -0.0730514 0.08619012 0.28103851 0.0759593\n", + " 0.5787172 -0.29581529 0.40233924 -0.67544697 -0.27618368 0.47662885\n", + " 0.80014144 0.0331896 0.01128167 0.84118728 -0.00860522 -0.19407331\n", + " 0.06681775 -0.66630301 -0.13487112 0.6073306 -0.17733756 -0.06844052\n", + " -0.05078984 -0.32472552 -0.74783914 -0.28950767 -0.10484004 0.16928471\n", + " -0.3158421 -0.75437396 -0.29700701 -0.06707425 0.24155822 -0.6070033\n", + " 0.40440298 0.48225626 -0.36403539 -0.17369476 -0.1402689 0.60337631\n", + " 0.20819399 -0.23068501 0.09346703 -0.61638529 -0.13664081 -0.21968719\n", + " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", + " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.20449139\n", + " -0.06275295 -0.01737246 -0.13441127 -0.42624492 0.40878183 0.17816298\n", + " -0.59018023 0.00332248 -0.05265709 -0.00638788 0.30820818 -0.33900044\n", + " 0.33941315 0.36769866 0.02101731 -0.07320512 0.0105963 0.31622004\n", + " 0.31823153 -0.15866534 -0.11144083 -0.28665125 -0.26362738 -0.42295375\n", + " 0.34553862 0.57098034 -0.05633348 0.02369362 0.1739338 -0.27525552\n", + " 0.12538579 0.449764 -0.55895513 0.06274196 -0.07408034 0.00206934\n", + " -0.2232127 -0.24671479 0.20660264 0.41623246 -0.71283104 -0.33223808\n", + " -0.13506834 -0.36030836 -0.09038704 0.47563459 0.00743442 0.24916695\n", + " 0.28785238 -0.25828662 0.12540593 -0.57230805 0.08829456 0.29437735\n", + " 0.00521472 -0.09971871 -0.36513035 0.57654927 0.52602136 -0.03275276\n", + " 0.17764793 -0.12380013 -0.24961409 -0.08062807 0.13297211 -0.18790088\n", + " 0.15100134 0.05093718 -0.24053852 0.20661209 -0.40599494 -0.23845091\n", + " 0.03097259 -0.0461534 -0.51271033 -0.10715767 -0.5450986 0.39353552\n", + " -0.80693118 0.0973963 -0.2489656 -0.08068194 0.31418108 0.08919813\n", + " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 -0.13036097\n", + " 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281 -0.09733946\n", + " 0.21768126 -0.00738029 0.26770758 -0.04257858 0.64934433 0.6012541\n", + " 0.34193981 0.22159095 0.22760763 -0.52321125 -0.04816206 0.54969506\n", + " -0.22052851 0.15482333 -0.10586041 -0.22419676 0.38532588 0.33503145\n", + " -0.24407898 0.09987012 0.66201625 0.06799898 -0.3175067 0.18451241\n", + " 0.38248772 -0.08040749 -0.38046399 -0.6625084 -0.55454228 -0.64649552\n", + " 0.13287805 0.13431635 0.25907102 -0.02901425 -0.21811736 0.4332871\n", + " -0.10841417 -0.36082228 -0.30657611 -0.03256143 0.56831397 0.02105735\n", + " -0.48431863 -0.17336334 0.44250774 0.39373369 0.24748163 0.70702928\n", + " 0.2749094 -0.5873423 -0.20379784 0.2853825 ]\n", + "Found 1152 total galaxies in catalog for cluster 53335\n", + "[ 0.80603861 -0.39028287 -0.28387045 ... 0.36299839 -0.38182703\n", + " 0.03097582]\n", + "Found 609 total galaxies in catalog for cluster 23919\n", + "[-1.15596334e-01 5.86417923e-01 -4.25880081e-01 2.36145276e-01\n", + " -4.39376251e-01 -6.12956095e-01 -6.71305928e-02 8.32752933e-01\n", + " -2.01535449e-01 -4.72506227e-01 2.07795873e-01 -2.48274015e-01\n", + " -1.02309719e-01 -3.35650913e-01 3.88440892e-01 3.65146553e-02\n", + " -1.09602604e-02 -5.18798175e-02 -5.69654214e-02 -1.62681824e-02\n", + " 1.89726685e-01 1.23962530e-01 -6.75746032e-01 -1.52811573e-01\n", + " 7.21774573e-02 -3.13762628e-02 -1.61195806e-01 -1.54225043e-02\n", + " 1.15670461e-01 -1.57178928e-02 -6.33323358e-01 1.36179996e-01\n", + " -7.57006234e-02 1.46887495e-01 -3.37804745e-03 -2.64166849e-01\n", + " 3.13410183e-01 -1.60001193e-01 -2.71328281e-01 -3.23322613e-01\n", + " 1.66791507e-01 4.20276092e-01 -3.68259199e-02 -7.16161706e-02\n", + " 2.48811776e-01 4.81938682e-01 5.56770874e-01 -1.36737438e-01\n", + " -1.96253751e-01 1.81623759e-01 -5.28565550e-01 1.11608259e-01\n", + " 4.19400930e-03 -5.75313401e-02 2.94088672e-01 2.16073870e-01\n", + " 2.35166377e-01 -1.59748476e-01 2.29269943e-01 4.35945418e-01\n", + " -3.87489234e-02 5.05071308e-01 -1.68425528e-01 -6.12454263e-01\n", + " -3.65592277e-01 3.56916669e-01 1.25479790e-01 -1.31309799e-01\n", + " 6.04980332e-01 -7.55304716e-03 -1.17379005e-01 -3.08878333e-02\n", + " 3.69458493e-01 5.94660225e-01 8.17368129e-01 -1.45899228e-01\n", + " -3.29638622e-02 2.70459812e-01 -1.70831223e-01 3.82456215e-01\n", + " 5.79053374e-01 -7.74406891e-02 -1.68114760e-01 3.10517446e-01\n", + " -2.45367590e-01 1.75631556e-01 -5.35468122e-01 -1.95296609e-01\n", + " 2.28342366e-01 3.26085997e-01 -5.18824287e-01 1.92212097e-01\n", + " -4.54567885e-01 5.47965345e-01 1.59302288e-01 2.65845851e-01\n", + " -1.72767117e-01 -1.78765006e-01 3.67029506e-01 -3.30513904e-02\n", + " -2.99383056e-01 1.53637770e-01 2.46663742e-01 -2.60590494e-01\n", + " -4.01941125e-01 5.36348488e-02 -4.20647941e-01 2.79612256e-01\n", + " 2.58462918e-01 3.15882501e-01 3.15035425e-01 -1.22012888e-01\n", + " -2.33012324e-01 6.64215183e-02 -5.24317978e-02 1.15324015e-01\n", + " 4.28579655e-02 1.96916385e-01 -2.34622894e-01 -2.75189344e-01\n", + " 1.71534196e-02 4.82244366e-01 3.54773284e-01 -9.41625993e-02\n", + " 1.54988957e-02 -4.22059309e-01 3.12474977e-01 2.56409519e-01\n", + " -1.18498408e-01 -3.13606011e-01 -2.87374295e-01 2.35281620e-01\n", + " 1.92874012e-01 2.24077974e-01 -9.52130603e-02 -2.65927956e-01\n", + " 9.94817131e-02 -3.01830058e-01 -1.73862770e-01 2.00617689e-01\n", + " 3.32951138e-01 1.59344977e-02 2.52465647e-01 1.64824138e-01\n", + " -1.24552054e-01 -1.73631241e-01 -1.26249950e-01 5.78715498e-01\n", + " 2.67549626e-02 3.49570177e-02 1.32677271e-01 7.74572264e-03\n", + " -1.50116146e-01 9.00034828e-01 -2.56699807e-01 3.30465889e-01\n", + " 4.64697158e-02 -4.13218218e-01 4.00529743e-02 1.98468032e-01\n", + " 3.04572206e-01 2.68804549e-01 4.50388106e-02 -2.44433433e-01\n", + " -1.17080397e-01 5.53682403e-02 -2.45473265e-02 1.13495614e-01\n", + " 2.64626242e-01 3.43603342e-01 -1.51786488e-01 9.80229413e-02\n", + " -4.15352336e-01 -2.79347418e-01 -2.48134509e-01 -6.28031178e-02\n", + " -3.50907197e-01 -1.03808900e-01 3.08945141e-01 -1.74072329e-01\n", + " 3.33512413e-02 -7.88944866e-02 -4.24307259e-01 -1.35757201e-01\n", + " -2.22791435e-01 6.21518371e-01 1.40406245e-01 -2.03762197e-01\n", + " -3.91787394e-01 -6.97432594e-02 1.37340968e-01 -2.17755256e-01\n", + " -1.21459452e-01 -3.92823111e-01 -4.61689923e-01 3.92933659e-02\n", + " 2.03287055e-01 -1.20232787e-01 -7.94505385e-02 4.01154167e-01\n", + " -4.39135468e-01 4.47885039e-01 -3.57310816e-01 2.26317172e-01\n", + " 1.75088360e-01 -1.68727050e-01 -2.08857928e-01 3.64000860e-01\n", + " 6.91172402e-02 -2.91796566e-02 2.06963100e-01 -5.54628343e-03\n", + " -8.25114591e-02 2.48007382e-01 6.31771484e-01 2.45124574e-01\n", + " 6.92384430e-02 6.02990286e-01 9.21688088e-01 1.24767515e-01\n", + " 1.60587661e-02 2.48874358e-01 -5.24623585e-02 -3.79316271e-02\n", + " 2.32757901e-01 5.76133977e-01 -3.88070862e-01 -6.03382509e-01\n", + " 6.42285476e-01 1.63319005e-01 -3.33027652e-01 3.18193680e-01\n", + " 2.46994691e-01 5.77947447e-01 7.69983995e-02 -6.48547773e-01\n", + " -1.18197618e-01 -7.47951678e-01 8.25584017e-02 -6.89895857e-01\n", + " -1.52931140e-01 -3.98006721e-01 -2.86881982e-01 2.33302423e-01\n", + " 3.42831172e-01 3.25593458e-01 1.96661744e-02 8.95964103e-02\n", + " 3.74964308e-01 3.26745056e-02 3.55160914e-01 -3.62685432e-02\n", + " 6.68952078e-01 2.08490816e-02 -3.61023394e-01 -1.66038006e-01\n", + " 2.04518832e-02 3.89591701e-02 -1.33024635e-01 8.40440629e-02\n", + " -1.22093591e-01 7.58033539e-02 -5.41946462e-01 -1.05378565e-01\n", + " 2.32071842e-01 -3.30094049e-01 1.66023714e-01 -1.45283223e-01\n", + " -3.66898012e-02 8.81469451e-02 2.69214130e-02 -2.27177380e-01\n", + " 2.93121549e-01 -3.88928727e-01 3.16910594e-02 -3.78509252e-01\n", + " -1.68586822e-01 -9.69729292e-01 4.06384555e-01 -2.03385032e-01\n", + " -6.99061350e-01 3.49857941e-01 -1.67579932e-01 -1.16554568e+00\n", + " -3.66571496e-01 -4.33014896e-01 5.69639996e-01 6.29728667e-01\n", + " -2.76877084e-02 7.29473610e-01 9.84049037e-02 -3.50038496e-01\n", + " -8.35100009e-03 3.79362927e-01 -2.99419324e-02 4.42441707e-01\n", + " 1.49164735e-01 7.28598948e-02 -3.30867492e-01 1.06679907e-01\n", + " 2.89288652e-01 5.09992531e-01 1.64356838e-01 4.36750969e-01\n", + " -2.74486443e-02 3.03388427e-01 6.27755936e-02 2.36834235e-01\n", + " -6.96680645e-01 1.63910101e-01 -4.21729130e-01 4.03656087e-01\n", + " 4.19161857e-01 1.05918437e-02 2.75383855e-01 3.68161082e-01\n", + " 1.52625413e-01 3.02008215e-01 1.07612634e-01 -1.31501757e-02\n", + " -2.68419576e-02 4.22170964e-01 -1.46286846e-01 4.37093447e-01\n", + " 1.27437078e-01 -1.25965421e-01 1.14805856e-02 3.46672258e-01\n", + " -2.59402907e-01 -2.05493291e-01 -6.56011671e-01 -1.35114518e-01\n", + " 1.34812317e-02 3.83893007e-02 -1.88631327e-01 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" 6.43448507e-01 -1.57727276e-01 3.09232436e-01 -1.77242728e-01\n", + " 1.22082513e-01 7.30577425e-02 -4.64801182e-01 2.96058807e-01\n", + " -2.31188646e-01 4.67592560e-01 -1.90429252e-01 1.52745391e-01\n", + " -2.81468414e-01 4.03134812e-01 1.23167966e-01 -4.11752254e-01\n", + " -2.66645046e-01 1.87030749e-01 -2.70939782e-01 2.06705020e-03\n", + " 2.46427439e-02 2.62277094e-02 -9.86058575e-02 -7.53504091e-01\n", + " 1.45662707e-01 -6.27618927e-01 -1.64849878e-01 -2.98811710e-01\n", + " 6.52901563e-01 4.57042646e-01 -1.56250910e-01 1.96925886e-01\n", + " -3.33327224e-01 -9.26888475e-02 -3.10129373e-01 1.05988875e-02\n", + " -9.50519999e-02 4.34767894e-01 3.59428163e-01 -7.87354615e-01\n", + " 2.22612183e-01 9.17641598e-02 -8.53240620e-03 -2.82481599e-01\n", + " 2.26557062e-01 2.23072757e-01 6.81545274e-01 -1.25563154e-01\n", + " -3.21161719e-01 1.27209707e-01 1.19735031e-01 -5.86235130e-02\n", + " -7.36044260e-02 -4.54158479e-01 -1.91619286e-01 2.59827660e-01\n", + " 1.44540813e-01 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1.65377955e-01 -7.63189555e-03\n", + " -5.05683936e-02 -4.99286598e-01 1.22111123e-01 -1.57093841e-01\n", + " 3.43981973e-01 -2.49822127e-01 -6.17750571e-01 2.15225425e-01\n", + " 4.89675733e-01 3.36380844e-01 2.53218899e-01 3.27104720e-01\n", + " -3.73052359e-01 4.18838857e-02 -3.26093510e-01 2.98932535e-01\n", + " 1.32237610e-01 -6.91285446e-01 -3.52370699e-01 -2.53755110e-01\n", + " 3.07805128e-01 2.69001871e-01 -5.11147349e-01 -5.09107018e-01\n", + " -2.93222945e-01 -1.76199255e-01 2.17827931e-01 4.51695199e-02\n", + " 1.00878477e-01 1.68763181e-01 4.79176616e-01 -5.21598362e-01\n", + " -4.22880154e-01 -3.60985840e-02 -3.19118683e-02 -6.36025654e-01\n", + " 3.50316968e-01 2.53611152e-01 2.82788655e-01 3.70194993e-01\n", + " 2.08444555e-01 3.93250606e-01 -2.55947696e-01 -1.59025662e-01\n", + " 2.20679446e-01 3.11629596e-01 1.86285855e-02 4.53126990e-01\n", + " 5.31726933e-01 3.47375325e-01 -1.88078563e-01 -4.13946629e-01\n", + " 5.81888540e-01 -8.45006907e-02 -3.07036288e-02 -9.50360018e-02\n", + " 2.02851041e-01 -2.14072949e-01 3.89271492e-01 4.86958991e-02\n", + " 5.60708245e-01 -9.07633920e-05 -5.50044156e-01 -4.31455726e-02\n", + " 1.89339860e-02 -1.69481030e-01 3.43171003e-02 5.84377226e-01\n", + " -2.38208859e-01 -5.95323107e-02 7.99670228e-02 -1.77986489e-01\n", + " -2.55602804e-01 -2.73939472e-01 2.21198307e-01 -2.96216061e-01\n", + " -2.09332280e-01 2.35275098e-01 1.10862956e-01 -5.40816916e-01\n", + " 3.03389868e-01 1.66326767e-01 1.94661411e-01 1.17315373e-01\n", + " -3.46810234e-01 -4.54448506e-02 -3.88206836e-02 -1.67631299e-01\n", + " -3.36132725e-02 3.88070300e-01 -1.82569561e-02 -2.58134995e-01\n", + " 8.44571821e-02 2.25543321e-01 -1.53290143e-01 -2.31306765e-01\n", + " 1.17463708e-01 4.07263881e-01 2.42066903e-01 -3.20678611e-01\n", + " -5.94705318e-02]\n", + "Found 3765 total galaxies in catalog for cluster 16567\n", + "[-0.1675814 -0.27338587 -0.1100138 ... -0.06819804 0.0441848\n", + " -0.23963409]\n", + "Found 2588 total galaxies in catalog for cluster 41321\n", + "[ 0.22415221 0.152474 0.25868994 ... -0.05783813 -0.10618633\n", + " 0.02656581]\n", + "Found 558 total galaxies in catalog for cluster 52141\n", + "[ 2.52467599e-01 1.06414601e-01 -2.87964206e-01 2.79906323e-01\n", + " 7.07002177e-03 2.33084233e-01 -1.43469351e-01 1.76573584e-01\n", + " -7.62741536e-01 -2.59476169e-01 -2.11709354e-01 -4.39894207e-02\n", + " 2.34065474e-01 3.99955541e-01 1.92101310e-02 7.00903075e-02\n", + " 3.27113408e-01 6.79246007e-01 -3.22713060e-01 5.06073131e-01\n", + " -2.14312395e-01 1.88405183e-01 6.37873690e-01 -1.30884814e-01\n", + " -3.68541339e-01 -6.75392550e-02 6.30962302e-02 -5.42930168e-01\n", + " -2.21069961e-01 1.45877827e-01 -3.18527251e-01 -4.23545227e-01\n", + " -1.08344472e-01 4.81011634e-01 3.15941106e-01 -2.39124296e-01\n", + " -2.60443169e-02 6.23049924e-01 -3.41942925e-01 6.75762328e-02\n", + " 3.17508735e-01 1.73416509e-01 8.98246874e-03 1.97043978e-01\n", + " 2.70841012e-01 4.03515173e-01 2.69208860e-02 5.06164927e-01\n", + " 4.22286302e-01 -4.47950607e-01 4.02372963e-01 1.04814307e-01\n", + " 1.05671753e-01 -5.08023728e-01 -1.19670979e-01 -4.95713988e-01\n", + " -2.92333268e-02 -1.96740064e-01 -1.72736837e-01 -4.01079839e-01\n", + " 2.72165692e-01 -3.49125007e-01 3.03695499e-01 4.99861811e-01\n", + " 6.61091357e-01 4.10252816e-01 3.04229787e-02 7.83777238e-01\n", + " -1.68025288e-01 -4.45785829e-04 3.44253346e-01 -4.36627282e-01\n", + " 4.06504364e-01 5.58541331e-02 1.27670392e-01 -4.58075197e-01\n", + " -7.36346918e-02 2.28174396e-01 -2.51273604e-01 -2.14051223e-01\n", + " -2.81271204e-02 1.36142626e-01 6.21110301e-02 -4.17701106e-01\n", + " -6.70859943e-01 -3.95838471e-01 -3.55548755e-01 2.42555342e-01\n", + " -4.51274492e-01 -3.26156510e-01 -1.74382992e-01 3.19772616e-01\n", + " -1.71853424e-01 3.69741594e-01 4.48260320e-01 2.92249991e-01\n", + " 2.08966993e-01 -1.27028138e-01 1.47276121e-01 2.88562623e-01\n", + " -9.39805617e-02 -2.57508355e-01 -2.49765184e-02 2.81429573e-01\n", 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-6.17441379e-02 2.07384936e-02 -2.68485521e-01 4.45247850e-01\n", + " -6.19279247e-01 -4.69556275e-01 4.86223519e-01 2.39302038e-01\n", + " 2.33997552e-01 4.45484672e-01 -2.64225472e-01 2.22683996e-01\n", + " 3.83943560e-01 -2.32054052e-02 2.61769392e-01 9.53702369e-02\n", + " 1.15801699e-01 2.62527831e-01 5.33537373e-01 3.36616618e-01\n", + " 3.86966321e-01 5.98052266e-01 -1.44101762e-01 2.10181097e-01\n", + " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", + " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", + " -6.48773592e-01 -1.79526154e-01 -5.57228790e-01 2.79462845e-01\n", + " -3.94914597e-03 -2.63385536e-01 8.29324204e-01 2.37231522e-01\n", + " -3.00912693e-01 -4.20259697e-01 1.54961282e-01 2.32178988e-01\n", + " 5.93353305e-02 -4.80078810e-01 1.07422990e-01 -4.36701546e-01\n", + " 4.13344377e-01 -1.58888932e-01 -3.59229758e-01 1.92005679e-01\n", + " 5.30034150e-01 1.84776971e-01 -6.35698459e-01 -3.47494183e-01\n", + " 5.34225310e-01 2.43435223e-01 -2.83676563e-01 -1.30874481e-01\n", + " 9.46973462e-02 -1.88493048e-02 5.11022267e-02 -2.72804223e-01\n", + " -3.71239525e-01 4.94806703e-02 -8.84129604e-02 3.43759434e-01\n", + " -3.92417402e-01 2.97974353e-01 -1.02761075e-01 -2.38287635e-01\n", + " -1.13685275e-01 -1.27049356e-01 -4.40224282e-01 3.87510820e-01\n", + " -1.68653818e-02 4.49051852e-01 3.09895989e-02 3.85612333e-01\n", + " -5.79324259e-01 -5.60514154e-01 6.66893407e-02 -3.46694500e-01\n", + " 3.60311484e-01 5.01229527e-01 -1.73918874e-01 -2.08270675e-03\n", + " -8.26184074e-01 -3.12989690e-02 -4.43385814e-02 3.86676960e-01\n", + " -5.02726612e-01 7.02721924e-02 2.15791283e-01 8.34947263e-01\n", + " -1.29450525e-01 2.84363258e-01 -1.72157576e-01 -4.75289657e-01\n", + " -3.99899556e-02 2.85052401e-01 4.00064410e-01 2.64690433e-01\n", + " 2.88702001e-01 5.18483573e-01 2.31732992e-01 4.44016533e-04\n", + " -1.12145639e-02 2.82768153e-01 -3.13070992e-01 -2.02829395e-02\n", + " 3.78878204e-01 -4.10482925e-01 -4.90912408e-01 1.88549415e-01\n", + " 8.90452635e-03 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", + " 3.27943543e-01 4.72754813e-01 5.26447239e-02 1.55302029e-01\n", + " 5.27695197e-01 3.45805666e-01 -3.39501383e-01 -3.14519208e-01\n", + " 5.66649855e-01 1.66969524e-01 -5.75334459e-02 -2.96172387e-02\n", + " 2.21192724e-01 -1.84772811e-01 5.22038995e-03 -2.29602658e-01\n", + " 6.60662368e-02 -2.83020146e-02 -2.03033035e-01 -3.73395307e-01\n", + " -6.28760588e-01 -2.38386847e-01 -4.55686541e-03 4.38873624e-01\n", + " -4.75834883e-02 -3.32695498e-01 1.77603802e-01 -1.93081677e-01\n", + " 1.97832726e-01 2.64282618e-01 1.94827335e-01 1.03604566e-01\n", + " -8.12307426e-02 2.64906022e-01 -1.18179006e-01 -2.28505654e-01\n", + " -3.73452490e-01 -3.53983599e-01 1.77091364e-02 2.20917979e-01\n", + " 2.29760530e-01 4.22849655e-01 -9.65144916e-03 -5.04497049e-02\n", + " 3.64099114e-01 2.61015508e-01 1.58992961e-01 -2.43341499e-01\n", + " 1.46488575e-02 4.96634900e-02]\n", + "Found 2760 total galaxies in catalog for cluster 52451\n", + "[ 0.051724 0.26272948 -0.05800188 ... -0.24798929 -0.0441815\n", + " 0.10740707]\n", + "Found 1560 total galaxies in catalog for cluster 51057\n", + "[-0.42657209 -0.08416496 -0.398256 ... 0.13367647 0.25004617\n", + " 0.40571457]\n", + "Found 2515 total galaxies in catalog for cluster 14210\n", + "[ 0.12090656 0.73914921 0.42863059 ... -0.20407521 -0.23694872\n", + " -0.24344883]\n", + "Found 2800 total galaxies in catalog for cluster 33410\n", + "[ 0.22385079 0.77667939 0.37042423 ... -0.40452767 -0.14521263\n", + " -0.37206719]\n", + "Found 3542 total galaxies in catalog for cluster 78132\n", + "[ 0.08261277 0.61983545 0.10814323 ... 0.08179974 -0.33159586\n", + " -0.26750286]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 168710\n", + "Collecting data for cluster 0\n", + "Found 2416 total galaxies in catalog for cluster 11\n", + "[-0.01460278 -0.01207189 -0.40514439 ... 0.3374269 -0.21345346\n", + " -0.00186678]\n", + "Found 1982 total galaxies in catalog for cluster 827\n", + "[-0.51955674 0.09179214 -0.53170309 ... -0.31964246 -0.42943527\n", + " -0.18791063]\n", + "Found 1929 total galaxies in catalog for cluster 1985\n", + "[ 0.07294564 -0.52685466 0.3145825 ... -0.31951394 -0.54623969\n", + " -0.13255294]\n", + "Found 1887 total galaxies in catalog for cluster 1632\n", + "[-0.54855106 0.08365615 -0.52021912 ... -0.13972801 -0.11702557\n", + " -0.19418091]\n", + "Found 639 total galaxies in catalog for cluster 2453\n", + "[ 5.95243782e-02 -2.24517169e-01 4.28093691e-01 -1.61198201e-01\n", + " 3.71598826e-01 -7.87646007e-02 -2.18001445e-01 -1.55628589e-02\n", + " 8.65978634e-02 9.72118092e-02 1.53386672e-01 5.69204595e-01\n", + " -6.62255102e-01 -2.35652709e-01 5.40500288e-01 -1.85784323e-01\n", + " 3.93869510e-01 -7.12909807e-01 -4.44060972e-02 -8.95469837e-01\n", + " 3.14531500e-01 4.68797637e-01 3.76431214e-01 1.78777122e-02\n", + " -3.47209244e-01 1.71169997e-02 -3.53833528e-01 -4.86728064e-01\n", + " 2.03359983e-01 2.07500589e-02 4.90549214e-01 -2.28225645e-01\n", + " -2.25425388e-01 -4.21091220e-01 -4.80568970e-01 -2.12985893e-01\n", + " 1.03158230e+00 -3.75785998e-01 6.70483364e-01 2.17628732e-03\n", + " -9.21675342e-02 5.78289387e-01 -6.62151366e-01 -1.73100253e-01\n", + " 4.52822178e-01 1.30016692e-01 7.22911126e-02 1.26735874e-01\n", + " 1.24150960e-01 7.14803714e-02 -4.08975325e-01 -4.48550951e-01\n", + " 9.06216891e-02 2.31662975e-01 -2.59520100e-01 -1.52257441e-01\n", + " -9.05953049e-02 -1.50136051e-01 3.00660830e-01 -4.54347002e-01\n", + " -4.77975499e-01 9.58027118e-02 2.67157461e-01 5.76527539e-01\n", + " -3.37452226e-01 -1.10269458e-01 -4.43723778e-01 -5.68594586e-02\n", + " -2.97369737e-01 -7.65832346e-01 -1.86887862e-01 1.45036250e-03\n", + " 4.12283528e-01 -1.98542369e-01 -5.27030940e-01 -3.20624080e-01\n", + " -3.23214579e-01 -2.96161386e-02 3.53289652e-01 -2.15669480e-01\n", + " -2.67519068e-01 2.94147519e-01 -2.47719805e-01 1.54630224e-01\n", + " 3.89807674e-01 1.06782922e-02 2.97880523e-01 2.09877948e-01\n", + " 2.69367967e-01 6.05455260e-02 -2.59870423e-02 -2.44804182e-01\n", + " 2.40733384e-02 -3.93956502e-01 -2.56045091e-01 -4.44909393e-01\n", + " -6.51207717e-01 -1.41428561e-01 2.33471225e-01 -2.11766589e-01\n", + " 1.45625129e-01 4.30591963e-01 3.63005280e-01 4.62965111e-01\n", + " 1.51449104e-01 -1.08360919e-01 -1.83274128e-01 2.01634219e-01\n", + " -7.39479618e-02 -7.93490290e-02 -4.64739165e-01 4.32795164e-01\n", + " -8.09933233e-01 -2.49479528e-01 -1.93443097e-01 1.56674729e-02\n", + " -4.36687370e-01 -4.28505476e-01 -7.79638789e-01 2.13122111e-01\n", + " -1.29649146e-02 -2.42941955e-02 -2.62093348e-01 -1.24081664e-01\n", + " 1.66029964e-01 3.22288384e-01 1.09548345e-01 4.33416871e-01\n", + " -3.10955598e-01 -6.54700858e-01 -9.06752962e-02 8.35364626e-03\n", + " 5.77444835e-01 2.27592543e-01 -4.58817317e-02 9.30189034e-01\n", + " 2.38223018e-01 -1.13925247e-01 1.64629594e-01 2.89585625e-02\n", + " -5.97090454e-02 -7.14376088e-02 7.85370056e-01 1.65243760e-01\n", + " -4.68317288e-01 6.84191080e-02 1.47999951e-01 -2.49825517e-01\n", + " -1.26090311e-01 -6.70301053e-02 -5.21347761e-02 -2.64064851e-01\n", + " 6.72203041e-01 -4.01193890e-03 2.89008310e-01 -3.05398330e-01\n", + " -1.07238340e-01 -3.47666352e-01 -4.42742876e-01 2.31087848e-01\n", + " 1.10689660e+00 -4.19286465e-01 3.78945279e-01 1.51402570e-02\n", + " -8.80479453e-01 2.83635216e-01 -9.16239773e-02 2.83938541e-01\n", + " -2.35636905e-01 -2.63351190e-01 -2.53227142e-01 1.68507706e-01\n", + " 7.49043165e-02 5.47681547e-01 -1.07465873e-01 2.75647018e-01\n", + " -3.51334171e-01 3.63032410e-01 -1.98823228e-01 2.09474831e-01\n", + " -1.43894920e-01 4.79518473e-01 1.63615623e-01 -3.97272620e-01\n", + " -1.04426524e-01 4.49869213e-01 3.27740453e-01 -1.69502266e-01\n", + " -2.52424560e-01 4.66278610e-01 1.40277965e-01 7.16108777e-03\n", + " 4.85773066e-01 -3.40909820e-02 -6.76489356e-02 -1.69458546e-02\n", + " -2.84077529e-01 -2.23462721e-01 1.99028559e-02 -3.83663290e-01\n", + " 6.99659440e-04 3.22703155e-03 -4.17235329e-01 -3.88878234e-01\n", + " -1.55210179e-01 -2.70213149e-01 -5.11967582e-01 3.35721577e-02\n", + " -4.45855757e-01 -2.32419981e-01 -3.84948722e-01 9.90104397e-02\n", + " -3.27645609e-01 4.40727898e-03 -2.16219873e-01 -2.58523932e-02\n", + " 2.09848613e-01 -1.10230477e-01 5.83214585e-02 1.12156709e-01\n", + " -1.04559020e-01 1.16258187e-01 -4.11946865e-01 6.41485846e-01\n", + " 4.42203182e-01 4.52811148e-01 5.11072620e-03 4.17379778e-01\n", + " 5.88568322e-02 -4.78420096e-01 -2.56997057e-01 1.19725716e-01\n", + " -1.05278488e-01 3.51703009e-01 1.80058095e-01 2.85442153e-01\n", + " 4.44449607e-01 -3.49990140e-01 -2.66643220e-01 5.17376402e-01\n", + " -4.81182564e-01 -5.75523789e-02 4.88840746e-02 3.00597446e-01\n", + " 2.32847621e-01 3.85166464e-02 -3.35825823e-01 -1.89136201e-01\n", + " 3.13912569e-01 2.23115094e-01 3.46402109e-01 2.14212082e-01\n", + " 1.64338681e-01 -6.21885858e-01 -1.14589777e-01 4.16447220e-01\n", + " 1.99363336e-01 -5.60141004e-01 4.17650184e-02 1.44553263e-01\n", + " -8.75981181e-02 -4.67590979e-02 8.69563110e-02 8.15001779e-02\n", + " 3.81572742e-01 4.61040464e-01 -2.18404687e-01 2.12027290e-01\n", + " -1.29058391e-01 -1.47659166e-01 -1.24235474e-01 -7.80804918e-02\n", + " -2.25641163e-01 -3.82819701e-01 2.86425598e-01 -3.51165187e-01\n", + " -6.42570841e-01 5.66805768e-02 -3.41328283e-01 4.11462649e-01\n", + " -1.29374861e-01 1.67827055e-01 -3.10589712e-03 -2.53500026e-01\n", + " 3.28045798e-01 2.76528253e-01 3.15638372e-01 4.13072008e-01\n", + " 2.39891681e-01 1.77079009e-01 3.16230446e-01 2.14160966e-01\n", + " 3.57741706e-01 2.68725788e-01 8.74933473e-02 -3.88203993e-01\n", + " -5.43437750e-01 3.74703432e-01 -1.05296923e-01 -1.58144716e-01\n", + " 1.28411830e-01 1.18711317e-02 4.49635392e-01 -2.64410623e-01\n", + " -2.38146188e-01 -4.96921066e-02 2.34307885e-01 -9.29752698e-02\n", + " 3.75563083e-01 -9.87442666e-02 -2.31907318e-01 2.55549612e-01\n", + " 6.50416164e-02 -4.71897928e-01 7.91152354e-02 1.59879173e-01\n", + " 7.73485244e-03 -1.34500005e-01 -5.65152940e-01 -1.04036807e-01\n", + " -1.67369975e-02 6.18554246e-01 1.73965383e-01 -3.89919669e-01\n", + " -1.61320191e-01 -2.93299553e-01 -1.21118041e-01 -6.35990672e-01\n", + " 2.55384386e-01 -4.20814804e-01 -1.81092216e-01 -1.07210730e-01\n", + " 1.52030147e-01 3.57448167e-01 8.63144728e-01 -1.65841256e-01\n", + " 3.65569539e-01 2.60253392e-01 -3.70951658e-01 -1.52412214e-01\n", + " -2.79953982e-01 3.35004608e-01 3.30541711e-01 2.81787264e-01\n", + " 2.50589841e-01 2.32384324e-02 3.69673304e-01 -7.65199821e-02\n", + " 2.57079574e-01 -4.14819641e-01 7.56016991e-01 3.52207441e-01\n", + " 9.49973439e-02 5.58376521e-01 3.71208338e-02 -5.84985123e-02\n", + " -1.39115661e-01 -2.97096896e-02 -1.19881994e-01 4.31974649e-01\n", + " 9.23497376e-02 2.56661161e-01 -5.59696062e-02 -3.18313032e-01\n", + " -1.84966605e-02 2.91727316e-01 -2.69629485e-01 -4.34250182e-01\n", + " -2.30962213e-01 -2.54223705e-01 8.02814498e-02 -3.44330755e-01\n", + " -2.70380742e-01 7.85782599e-01 3.24539974e-01 -1.27237642e-01\n", + " 4.24416631e-01 -1.68106331e-01 -4.39481945e-02 -3.61658393e-01\n", + " 4.11891182e-02 6.76103321e-01 9.48803230e-02 2.89963018e-01\n", + " 4.26854983e-01 -1.50408880e-01 6.41749092e-01 4.52569572e-01\n", + " -4.27626763e-01 1.59502205e-01 1.53649528e-01 -7.06793274e-01\n", + " 3.85115366e-01 9.87038364e-02 4.37403458e-01 7.10853646e-02\n", + " 7.01954696e-01 4.47301021e-02 7.38439049e-02 -5.69436234e-02\n", + " -4.62593172e-01 -3.22162445e-01 8.22748617e-02 4.65620231e-01\n", + " 2.00903782e-01 4.38993527e-02 -3.57800623e-02 1.73265843e-01\n", + " 6.21640623e-01 1.61231869e-01 -1.67988900e-01 -1.13340674e-01\n", + " -5.99186853e-01 5.11929303e-01 -5.39138151e-01 8.08337256e-02\n", + " 1.39499121e-01 -4.47094495e-02 1.61253449e-01 6.93274514e-02\n", + " -2.35216754e-02 2.04086475e-01 -5.05650330e-01 3.32725620e-01\n", + " 2.93735239e-01 1.83131099e-01 4.20024183e-02 -3.78464250e-02\n", + " -3.03688311e-01 -3.55300954e-02 -2.52987448e-01 1.87915860e-01\n", + " 7.03066245e-01 1.76173809e-01 3.02358335e-01 1.12011375e-01\n", + " 6.75798417e-02 -2.39860568e-01 -6.05045813e-01 2.09306787e-02\n", + " -3.41211672e-01 1.98824551e-01 5.72732680e-01 -4.54642252e-01\n", + " 2.51339670e-01 -2.62334759e-01 2.87690979e-01 -1.38284973e-01\n", + " -3.96273525e-02 1.22293813e-01 4.64865170e-02 2.10344889e-01\n", + " -1.51757319e-01 2.24780397e-01 6.08795068e-01 2.78710147e-01\n", + " -5.80485006e-02 2.78688015e-01 2.42624688e-01 -6.34567956e-02\n", + " -2.49788065e-01 -8.13216802e-02 -6.24462239e-01 5.51577223e-02\n", + " -7.33737294e-02 2.85943960e-01 1.41461216e-01 -4.70993140e-01\n", + " 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5.17754627e-01 1.98290576e-01\n", + " 4.12749056e-03 -2.14509329e-01 6.54357654e-02 -5.09784689e-02\n", + " -3.43008830e-01 -2.52102068e-01 3.17243718e-01 -6.57300972e-02\n", + " -4.23232929e-01 -5.37388705e-01 -3.15291639e-02 1.84396758e-01\n", + " -1.15166786e-01 3.72480174e-01 3.07930666e-01 4.54629141e-02\n", + " -1.61094216e-01 1.06249982e-01 -4.73837740e-02 -2.61939957e-01\n", + " -6.40294294e-01 2.12821812e-01 -5.71815912e-02 7.06005885e-01\n", + " -6.44853137e-02 5.42775367e-01 5.11306500e-01 1.45984214e-02\n", + " -8.49897991e-03 -3.15747638e-01 -2.58785157e-01 -5.20884756e-02\n", + " 2.03137185e-01 -2.72054206e-01 3.27087877e-01 3.63773814e-01\n", + " -6.65726550e-02 2.03472210e-01 -2.72351636e-02 -1.13323813e-01\n", + " -4.17959427e-01 1.75098900e-01 -3.03326834e-01 4.87888043e-02\n", + " 4.96962770e-02 -3.03628969e-01 -2.64000230e-01 9.18045217e-02\n", + " -3.24067443e-01 -1.45608200e-02 -3.55785337e-02 3.14724575e-01\n", + " -3.41335037e-02 6.82840306e-02 1.36638288e-01]\n", + "Found 3068 total galaxies in catalog for cluster 2678\n", + "[-0.25879227 0.69326905 0.02093781 ... 0.21458582 0.0433305\n", + " 0.13221218]\n", + "Found 722 total galaxies in catalog for cluster 4643\n", + "[-3.81844324e-01 -1.17634142e-01 -2.92530220e-01 2.87351256e-01\n", + " -9.61865215e-01 1.57932114e-01 1.37976366e-01 -6.10319267e-02\n", + " -4.97906313e-01 8.87686161e-02 -4.25565420e-01 -1.65611647e-01\n", + " 1.59914600e-01 4.29808115e-01 2.27499155e-03 3.64005181e-01\n", + " -9.05989519e-02 -3.43928028e-01 3.52819538e-02 4.03907100e-01\n", + " 2.74509589e-01 -2.58717193e-01 -1.01606030e-01 -4.72195204e-01\n", + " -1.57843090e-01 -1.93393070e-01 -5.65583532e-01 3.16367915e-01\n", + " -2.48658908e-01 5.68236117e-01 -1.86431444e-01 -2.02090418e-01\n", + " -2.06679395e-01 5.64538235e-01 -2.02322682e-01 3.72498918e-01\n", + " -3.18367069e-02 -1.14268916e-01 -4.10170480e-01 -7.42685082e-02\n", + " 9.96801156e-02 -1.65733354e-01 2.90471039e-01 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2.90935173e-02 -3.73735917e-01 -1.05857134e-01 -1.21802691e-01\n", + " 2.83299984e-01 -5.01075979e-02 6.64660049e-01 2.86312192e-01\n", + " 3.08845599e-01 3.63306702e-01 3.16697765e-02 2.17890980e-01\n", + " 2.19476683e-01 5.59732259e-02 -1.62351541e-01 -1.78523780e-01\n", + " 3.10325595e-01 2.06374584e-01 1.94008477e-01 5.47354740e-01\n", + " 2.59206770e-01 2.34291462e-01 9.54150309e-02 3.98357934e-01\n", + " -5.04935459e-01 7.56406934e-01 8.11115584e-01 -7.89173951e-02\n", + " -6.31495183e-02 -9.04813609e-02 -1.30187084e-01 4.54413759e-01\n", + " 3.54321327e-01 -2.94900428e-01 -7.37407591e-02 -6.03091623e-02\n", + " -2.18706143e-01 6.19241526e-02 9.71041481e-02 1.95643949e-01\n", + " -9.19317069e-02 -3.09965683e-01 -6.84235380e-02 1.09368768e-01\n", + " -2.47213310e-01 2.22669220e-01 5.86894628e-01 2.69597156e-02\n", + " -2.85624786e-01 -1.07046921e-02 -3.61791195e-01 3.63266476e-01\n", + " 4.71556553e-01 6.56906131e-01 -2.87997360e-02 -1.75965172e-01\n", + " -1.91526270e-01 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1.22968633e-01 -4.85807817e-02\n", + " -5.05652537e-01 -8.70272184e-02 4.70462238e-01 3.20765510e-02\n", + " 4.12598988e-01 2.23674191e-01 -2.42911523e-02 1.04961146e-01\n", + " -4.86761355e-01 4.35851108e-02 -4.99384874e-01 -9.29844684e-02\n", + " 3.38150476e-01 3.37828328e-01 -1.47670107e-01 5.00716734e-01\n", + " 2.16626913e-01 -7.56054847e-03 -1.82236935e-02 -8.68019937e-01\n", + " -8.62351002e-02 -1.63355964e-01 9.66237119e-02 -8.55064784e-01\n", + " 6.80856336e-02 4.98819024e-02 2.28231407e-01 6.79069581e-01\n", + " 4.00675194e-01 -1.32556448e-01 -2.17039053e-02 3.40694365e-01\n", + " -1.22026868e-01 2.72743222e-01 3.41570932e-02 -2.78313254e-01\n", + " -2.66584054e-02 -6.17996845e-01 -2.93685992e-01 -4.01207884e-01\n", + " 3.34600773e-01 -4.23086881e-01 -3.09167095e-01 -2.95493029e-01\n", + " 3.96064784e-01 -7.02260324e-01 -2.10723794e-01 -3.05817123e-01\n", + " -3.33097902e-01 -2.93398115e-02 2.11096252e-01 1.95365983e-01\n", + " -2.72084158e-01 3.29627588e-02 -1.62730468e-01 1.65564738e-01\n", + " 4.27817988e-02 4.46637377e-01 3.56673055e-01 1.41319908e-01\n", + " -6.59955767e-01 2.64792088e-01 -3.70811928e-01 -9.82108900e-02\n", + " 1.53629859e-01 1.86784647e-02 -4.66102164e-01 -3.42084707e-01\n", + " 6.12550719e-01 8.64097479e-02 -2.53572377e-01 8.96133110e-02\n", + " -1.07944930e-01 2.28534719e-01 -1.75694487e-01 -3.11265226e-01\n", + " 3.18320971e-02 -4.76115636e-01 4.49624040e-01 -5.24272970e-01\n", + " -4.32939411e-01 1.83661254e-01 8.70832576e-01 -1.21523594e-01\n", + " 3.49746796e-02 -1.07362789e-01 -5.41643460e-01 1.50333067e-01\n", + " 4.69226005e-01 2.01716242e-01 3.06600915e-01 3.39067266e-01\n", + " -5.21127717e-01 3.42620685e-01 -4.38106797e-01 -2.95561834e-01\n", + " -5.67481101e-01 3.11749536e-01 -2.15315044e-01 -4.69589221e-01\n", + " 2.36895601e-01 5.46269323e-01 5.83950366e-02 3.90248368e-01\n", + " -1.76948776e-01 -2.01423130e-01 4.52809158e-01 -6.32432766e-01\n", + " 4.57159147e-02 4.67941443e-02 4.01435170e-02 2.01023062e-01\n", + " -8.75127446e-02 2.28943409e-01 3.15308981e-01 -4.27012212e-01\n", + " -1.28744443e-01 -3.54745291e-01 1.58954242e-01 2.33035542e-01\n", + " -3.16443446e-01 -2.36668057e-02 -2.25437306e-01 -1.55679904e-03\n", + " -3.34967786e-01 -5.22693718e-01 -5.81447327e-02 1.89153417e-03\n", + " 1.53123356e-01 -1.93543004e-01 -2.23016716e-02 -4.55809801e-01\n", + " 5.57738811e-01 2.12742531e-01 2.39986600e-01 -2.12064350e-01\n", + " 2.74772041e-01 -1.29999266e-01 2.92584049e-02 1.14570415e-01\n", + " -3.97329124e-01 2.92562858e-02 -1.46949289e-01 -3.59369178e-01\n", + " -3.01473475e-01 -2.21344492e-01 2.47764559e-01 7.74206217e-02\n", + " -1.59043429e-01 2.79724854e-01 -6.34947874e-01 2.25959963e-01\n", + " 1.29590896e-01 6.48299450e-02 7.53926417e-02 2.00739827e-01\n", + " 4.84822932e-01 2.52758976e-01 -1.53739086e-01 -3.12693854e-01\n", + " -1.60307345e-01 2.29505677e-01 1.98953335e-01 2.26363591e-01\n", + " -3.37742483e-01 5.01712382e-02 3.14229551e-01 1.71197264e-01\n", + " 3.87369089e-01 -5.97297044e-01 1.43368998e-01 -1.87773325e-02\n", + " 1.03177306e+00 -3.39473672e-01 -8.10308958e-03 -4.72839944e-03\n", + " 1.34105014e-01 -1.61584950e-01 2.22852001e-01 2.99274008e-01\n", + " -1.11745272e-01 2.31408793e-01 -5.05500023e-01 8.14705064e-02\n", + " -2.64636715e-01 1.55446973e-01 2.77898450e-01 1.69333101e-01\n", + " 2.64377634e-01 7.73448674e-01 8.06164916e-03 2.65521542e-01\n", + " -3.82340331e-01 2.09616406e-01 1.05678976e-01 -3.08043466e-01\n", + " 2.63740368e-01 1.17639993e-01 2.50133847e-01 3.00734312e-01\n", + " -1.80473429e-01 2.55732430e-01 7.89663324e-02 -6.10008912e-01\n", + " 1.37428205e-02 9.59713242e-02 -3.53026789e-01 1.35876771e-02\n", + " -1.37617792e-01 -5.69160299e-01 -1.41001570e-01 1.31351362e-02\n", + " 2.58681941e-01 4.99869884e-01 -3.66246177e-01 3.78839913e-01\n", + " -3.20631354e-01 3.43712298e-01 2.66614991e-01 -2.11933047e-01\n", + " 9.17752323e-03 -4.08933914e-02]\n", + "Found 244 total galaxies in catalog for cluster 5084\n", + "[-0.48951396 -0.10786495 0.02925909 0.49552087 -0.22262144 -0.06131396\n", + " 0.16084373 -0.08160209 -0.02407015 0.26371478 0.29063845 -0.52354507\n", + " -0.39411949 -0.03131033 0.16393547 -0.3014956 0.00104065 -0.01048369\n", + " 0.57318467 -0.4900417 -0.13077491 0.26681713 0.16404039 -0.2019248\n", + " -0.32384929 -0.38268115 -0.23924339 0.35473335 -0.42469539 0.37430052\n", + " -0.37316123 -0.21373107 0.50459644 -0.54498798 -0.39347974 -0.51905319\n", + " -0.45487751 -0.06184358 -0.43746326 0.01097093 0.68521255 0.11697119\n", + " 0.10872826 -0.36214184 0.1930822 0.57175166 -0.72687551 -0.11625608\n", + " -0.20950556 0.01689115 0.07247757 0.06163891 0.17316671 -0.47180779\n", + " -0.317638 -0.4079802 0.46000147 -0.3892562 -0.30435657 0.10338204\n", + " 0.04464357 0.24014853 0.08450704 0.13344682 -0.21922257 0.26081493\n", + " -0.40033119 -0.20279663 -0.16401569 -0.27508616 0.3050529 0.31006794\n", + " -0.21256202 0.0274165 -0.40599737 -0.37696513 0.24597483 0.2746117\n", + " 0.41662523 0.30992985 -0.42518026 -0.05615207 -0.2201106 1.0115565\n", + " -0.24995208 -0.31832944 -0.40617783 -0.4752113 0.87321555 -0.05244465\n", + " 0.17541383 -0.38769728 -0.09163558 -0.25382898 0.13799749 0.12554849\n", + " 0.01621385 0.07024844 -0.02296347 0.34128926 0.46460054 0.34689314\n", + " -0.05312815 0.05805967 -0.28435786 -0.26030911 0.438758 0.51413226\n", + " -0.71968987 -0.69877648 -0.75088743 0.0675916 -0.04790055 -0.27862529\n", + " -0.21658376 0.32088634 -0.35681938 -0.31384204 -0.60722438 0.04110688\n", + " 0.35485296 0.26800037 0.06390775 0.17838933 0.27237119 -0.04720464\n", + " -0.42220213 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367\n", + " -0.14658378 -0.03848797 0.04955587 0.04373689 0.28055206 0.01269991\n", + " -0.091537 -0.17755646 0.13514935 0.37187375 0.15063859 -0.24692329\n", + " -0.05429957 0.07335799 -0.2765225 0.19485024 -0.0310186 0.51189477\n", + " 0.29006985 0.24378683 -0.41793889 -0.24884954 0.16076563 0.37873824\n", + " 0.48907553 0.09414031 0.65084578 -0.51449183 0.19677627 0.38128156\n", + " 0.1791412 -0.11890563 0.15708258 -0.09354228 0.02577365 -0.27037179\n", + " -0.01821258 0.03915999 -0.19849972 -0.49737552 0.69821255 0.13293896\n", + " -0.25705269 -0.07458207 0.23196386 -0.21974918 -0.25866125 -0.4251706\n", + " 0.12123243 -0.25457987 0.17106763 0.37432777 -0.21597183 0.09319087\n", + " -0.16037856 -0.30251945 0.17145902 0.10823114 -0.20979835 0.07236027\n", + " 0.08551859 -0.14013194 0.16176409 0.30954613 -0.34515018 0.48631061\n", + " 0.37874493 0.21191433 0.30971792 0.07156404 -0.22000536 0.18623378\n", + " -0.54370472 -0.08572594 -0.16493445 0.71086425 -0.50900657 0.03133969\n", + " -0.09985616 0.23120404 0.0070221 0.14213438 -0.3261997 0.61720225\n", + " 0.64259625 0.47327695 -0.29706602 -0.20338964 -0.03494114 -0.12615839\n", + " 0.67676526 -0.1081142 -0.04032914 0.44219701 -0.21692147 0.52979473\n", + " -0.0109586 -0.40119623 0.0897985 -0.65151537 -0.16360689 -0.39742472\n", + " 0.4458309 -0.26375664 0.21953887 -0.15782198 0.38856698 -0.11167347\n", + " 0.06471646 0.36637244 -0.33498803 0.43694039]\n", + "Found 1803 total galaxies in catalog for cluster 4434\n", + "[-0.18883389 -0.36884951 -0.189012 ... 0.17916465 0.55962641\n", + " -0.33323614]\n", + "Found 1408 total galaxies in catalog for cluster 3939\n", + "[ 0.32039181 -0.41414527 -0.16180593 ... -0.29926219 0.00677803\n", + " -0.02715269]\n", + "Found 4123 total galaxies in catalog for cluster 6139\n", + "[-0.18902135 0.44757871 -0.03308959 ... 0.31483091 0.24056515\n", + " 0.17788326]\n", + "Found 1196 total galaxies in catalog for cluster 4709\n", + "[ 0.30413903 0.41663644 -0.3593679 ... -0.13718509 -0.05748262\n", + " -0.23447674]\n", + "Found 3401 total galaxies in catalog for cluster 7121\n", + "[-0.12435947 -0.18493945 -0.06769656 ... -0.22040537 -0.09708966\n", + " -0.19040646]\n", + "Found 2874 total galaxies in catalog for cluster 8547\n", + "[ 0.04876876 -0.35590164 -0.07265433 ... -0.27130923 -0.07954555\n", + " -0.13924719]\n", + "Found 448 total galaxies in catalog for cluster 8685\n", + "[-5.39507936e-01 4.83586353e-01 -3.50808691e-01 -5.49264526e-02\n", + " -1.72225424e-01 -2.31767436e-01 6.48138830e-02 5.82010144e-02\n", + " 1.50848697e-01 -3.27461857e-01 3.25989761e-02 1.23231230e-02\n", + " -9.84235386e-02 1.12752446e-01 -2.61878867e-01 1.49798126e-01\n", + " 8.08289400e-02 2.47624472e-02 -9.33985978e-04 4.10950695e-01\n", + " 2.70709026e-02 6.02852795e-01 2.52989254e-02 1.58462322e-01\n", + " -3.69249668e-02 1.86538291e-01 1.59501716e-01 -2.22123603e-01\n", + " -1.37779988e-01 3.51829993e-01 -3.41145860e-01 7.77980876e-02\n", + " -2.66255771e-01 6.87404117e-01 -5.31099462e-01 -8.85696703e-02\n", + " -1.08362038e+00 2.73141803e-01 -1.13999056e-02 1.32852185e-01\n", + " 3.75798185e-01 -3.38821046e-01 -4.71900763e-01 -2.52726615e-01\n", + " -3.51768943e-01 3.96746905e-01 2.83674236e-01 -1.37584299e-01\n", + " -3.13989436e-01 -3.68974863e-03 6.21124824e-01 2.70728562e-01\n", + " -4.23789974e-01 8.49493124e-01 7.12367993e-02 5.31510145e-01\n", + " -3.92481116e-01 1.74505502e-01 -5.02839652e-01 -7.35349879e-01\n", + " 2.80838758e-01 -7.01589381e-02 -6.46657110e-03 -1.34123659e-01\n", + " -6.16827239e-01 -6.73632749e-01 -3.47912171e-02 -1.69351622e-02\n", + " 1.61840355e-01 -7.38107298e-03 -2.88949295e-01 -9.92187528e-02\n", + " 1.60615594e-01 -2.48755053e-01 -4.02863579e-01 -2.59224125e-02\n", + " 3.35411461e-02 1.02678919e+00 7.81495394e-01 4.07120166e-01\n", + " 6.50789583e-01 2.58617993e-02 3.58786333e-01 2.77706284e-01\n", + " -3.32669409e-01 7.58644585e-01 -1.82477765e-01 -4.38175962e-02\n", + " -5.53103301e-02 -4.88891285e-01 -7.43078621e-02 -2.68480550e-01\n", + " 3.45869974e-01 2.90942286e-01 5.32183808e-02 6.71672452e-02\n", + " -4.23781677e-01 5.71938411e-01 3.95381122e-01 -4.34714218e-01\n", + " -3.16357819e-01 4.57925379e-02 -3.15000018e-01 7.15101892e-02\n", + " 3.01261406e-01 -5.48090122e-03 -4.06102286e-01 -1.17887460e-01\n", + " 3.69302961e-01 7.29128890e-02 -8.08916505e-02 5.69842486e-01\n", + " -6.11685069e-02 -6.78289520e-02 -2.53992890e-01 -7.48527754e-02\n", + " 1.49957498e-01 6.46878218e-01 7.24031710e-01 8.46805770e-02\n", + " 2.47187202e-02 -5.83212039e-01 1.15184542e-02 -2.98711071e-02\n", + " 3.53848924e-01 2.49322375e-01 3.33586101e-01 1.48470204e-01\n", + " 4.82096545e-02 -1.40703435e-01 4.95015664e-01 7.85901068e-02\n", + " 1.22003466e-01 2.48400283e-01 2.15681173e-01 3.79182186e-02\n", + " -2.67394151e-01 -6.03513810e-02 1.11571790e-01 -6.40308507e-02\n", + " -3.86044370e-01 5.18691903e-02 -8.83802290e-01 -2.10239138e-01\n", + " -5.00473254e-01 -2.94023498e-01 -8.75066505e-02 -4.24623041e-02\n", + " 8.52085280e-02 -1.78248163e-02 -2.37852852e-01 -3.99780604e-01\n", + " -3.50025920e-02 -7.80751295e-02 3.55074011e-03 -1.26333258e-01\n", + " 4.01071953e-02 -2.34705711e-01 2.69821632e-01 -2.89370379e-02\n", + " -5.44967275e-01 3.35691860e-01 3.49240964e-01 -2.20822683e-01\n", + " 2.60365514e-01 -2.80542514e-02 -2.71927298e-01 -4.93145157e-01\n", + " 3.33222114e-01 -4.17215493e-02 -1.71589073e-01 -3.80522222e-01\n", + " -7.69206171e-02 1.82699104e-01 -4.60536843e-01 2.51629839e-01\n", + " -1.27558672e-01 -1.64276612e-01 2.34545800e-02 2.14796421e-01\n", + " -6.20432574e-01 4.21130219e-01 3.14172029e-01 7.87003788e-01\n", + " 1.75756496e-01 -3.54435342e-01 -3.00449941e-01 -2.82577116e-01\n", + " -3.30738679e-01 2.95472353e-01 -8.51518656e-02 4.12579675e-01\n", + " 3.68043108e-01 -1.90104239e-01 8.30907096e-02 5.55301912e-01\n", + " 4.65385705e-01 -1.74888672e-02 -2.55814886e-01 2.35346896e-01\n", + " 2.29519355e-01 -5.26566782e-01 -3.57963057e-01 2.52600741e-01\n", + " -7.60321537e-01 3.77504837e-01 2.93179919e-01 -2.37300990e-01\n", + " -2.48266474e-01 2.02923646e-01 -6.93450843e-01 -2.15529362e-01\n", + " 1.09118969e-01 1.63619411e-01 -9.66176610e-02 1.13640439e-01\n", + " 3.36963403e-01 5.35655839e-01 -2.03642811e-01 5.19311751e-03\n", + " -2.89131873e-01 -2.35468864e-01 -1.96792744e-01 -6.29330426e-01\n", + " 1.08668705e-01 4.83354980e-01 -9.75819345e-03 -2.25385942e-01\n", + " -5.80876378e-02 -3.08847710e-01 1.91659843e-01 6.58603447e-01\n", + " -5.64496493e-02 -7.46829058e-01 4.54800863e-01 -8.93532286e-02\n", + " 1.27260996e-01 -8.84175265e-02 3.37137631e-01 -3.38213082e-01\n", + " -1.97492662e-01 -4.75089202e-01 3.96037912e-01 -1.86480011e-01\n", + " -1.06630759e-01 -1.94303082e-01 9.05104477e-03 2.68219839e-02\n", + " -5.86026775e-01 -4.39267794e-02 1.59510795e-01 3.07248173e-02\n", + " -7.67019011e-02 -4.27508594e-01 2.13201373e-01 6.22321866e-02\n", + " -3.06897146e-01 3.26422949e-01 8.18830009e-02 1.20532824e-02\n", + " -9.59158115e-01 8.66358930e-02 -7.15624221e-01 1.31801721e-01\n", + " 5.33991060e-01 4.18942522e-01 1.40670701e-01 4.00929401e-01\n", + " 1.30461750e-02 3.70753339e-01 2.51102468e-01 5.42658420e-01\n", + " -1.64873714e-01 -1.46165098e-01 -2.12002616e-01 4.40710176e-02\n", + " -5.38627797e-01 -1.56602847e-01 4.29680273e-01 3.55945494e-01\n", + " -6.86609320e-02 -1.20856742e-01 -1.13054337e-01 -3.94896596e-01\n", + " -3.03749467e-01 -1.38588378e-01 -2.69499976e-01 -1.41031376e-01\n", + " 7.82837278e-02 4.33900602e-02 1.33306977e-01 2.83188443e-01\n", + " 3.03296783e-02 1.99739351e-01 2.39347140e-01 3.10690972e-01\n", + " -5.62058740e-01 -2.49835141e-01 6.66379674e-01 2.90122519e-01\n", + " -6.81618663e-02 -9.52279954e-02 -5.18546088e-01 -3.12851566e-01\n", + " -2.18275884e-01 -2.91576033e-01 -9.87486350e-03 -2.75096006e-01\n", + " -1.55959015e-01 7.78687386e-02 -9.29911848e-02 1.14820354e+00\n", + " -1.22212246e-02 3.57965249e-01 1.00667833e-01 -6.19346433e-03\n", + " 4.28339508e-01 4.72536745e-01 -4.23960970e-01 1.08104291e-01\n", + " -4.91338703e-01 -7.43901611e-01 9.27433604e-02 -3.95210121e-01\n", + " -2.86266486e-01 2.34493198e-01 8.50147949e-02 -3.22673370e-01\n", + " 2.32758611e-01 -2.42956167e-01 3.43261223e-01 3.78197477e-01\n", + " -7.99066653e-01 1.17781444e-01 -1.63894890e-01 3.58877513e-01\n", + " -4.16530925e-01 -1.79275415e-01 3.10848990e-01 -2.95259503e-01\n", + " -1.18194454e-01 -6.70691209e-02 3.15199213e-01 -3.01628673e-01\n", + " 3.27357124e-01 3.21304128e-01 4.14884947e-02 3.64288097e-02\n", + " 2.12157269e-01 2.27595358e-01 -1.05136357e-01 -2.04595422e-01\n", + " 2.52186467e-01 7.56027869e-02 3.26139242e-01 -2.82322963e-01\n", + " 7.13452923e-02 2.38254665e-01 -1.21437765e-02 4.49745496e-01\n", + " 2.20619526e-01 4.35856279e-02 3.06623347e-02 2.89714661e-02\n", + " -9.35981022e-01 -1.60848501e-01 3.19428979e-01 -7.63432089e-02\n", + " -5.97975159e-01 1.88327858e-01 1.04105585e-01 1.18270786e-01\n", + " -6.98018499e-01 3.54797063e-01 2.63875314e-01 -2.01014379e-01\n", + " -2.85509627e-01 6.73776999e-01 -2.26912121e-01 1.57448096e-01\n", + " -1.16699876e-01 -3.69823411e-01 3.45363849e-01 1.51617871e-01\n", + " -6.98074177e-01 -1.03273257e-01 1.37482343e-01 -7.36578159e-02\n", + " 1.30985330e-01 -5.50744269e-02 4.32752097e-01 -4.45010389e-02\n", + " -5.70736078e-01 -2.25645792e-01 -5.51280512e-01 -4.00879318e-01\n", + " 2.07193000e-01 2.22849109e-01 4.37039494e-01 -3.59752942e-01\n", + " -5.13740229e-02 4.10599110e-01 1.52541502e-01 2.94901883e-02\n", + " -7.50671035e-01 1.48911324e-02 -9.32216890e-02 -3.36000363e-01\n", + " 2.74882245e-01 2.11224172e-01 7.35019192e-01 1.13683625e-01\n", + " 5.10726591e-01 7.64327241e-02 8.92379973e-02 -1.88153369e-01\n", + " -1.21374229e-02 -2.59118795e-01 4.41418701e-01 2.73611002e-01\n", + " 2.12384903e-01 -3.56103135e-01 1.20400764e-01 -3.68510313e-01\n", + " 1.73661743e-01 1.10156766e-01 -3.01247608e-01 -1.64806688e-01\n", + " -4.32918770e-01 2.37960489e-01 6.93096902e-01 3.38115326e-01\n", + " -1.37862804e-01 -2.47343654e-02 -5.09986108e-01 6.99841555e-02\n", + " 4.27932871e-01 4.47837434e-01 -1.52882295e-01 8.77797065e-02\n", + " -8.42873630e-02 6.33076854e-02 -2.11604416e-01 -7.04501946e-02\n", + " -4.25476823e-01 2.40671227e-01 7.98218902e-02 5.02870838e-01]\n", + "Found 354 total galaxies in catalog for cluster 8995\n", + "[-0.33328738 0.22646661 -0.1715324 -0.35709356 0.0153059 -0.56739458\n", + " -0.23612834 -0.44809629 0.3500709 0.33295923 0.11538389 -0.19214464\n", + " -0.23357403 0.03046796 -0.02181732 -0.15022681 -0.24888008 -0.11649043\n", + " 0.12720338 0.16754696 -0.08063711 0.29338722 -0.05947251 -0.02071355\n", + " -0.0438059 -0.42847336 -0.00463647 -0.20138921 0.38118342 -0.25811403\n", + " 0.27381353 -0.23235534 0.1579395 0.62059343 0.03352737 0.01038324\n", + " 0.34837901 0.20867921 -0.19346539 -0.40728018 0.24905795 0.32132971\n", + " 0.38761265 -0.37626609 -0.17373733 -0.10214914 -0.01124945 0.46472154\n", + " 0.24197351 0.38304014 0.10427629 0.1693521 0.40244725 -0.22245049\n", + " -0.00680723 -0.26918923 -0.01106694 0.32497945 0.02414939 0.02879153\n", + " 0.23790766 -0.48498645 0.01173499 0.12527595 0.15412506 0.10850548\n", + " -0.07214064 0.30096285 0.20759499 -0.09933547 0.39055968 0.24371755\n", + " 0.0829151 0.49529431 -0.37655027 -0.02342737 -0.30810864 -0.13090827\n", + " 0.15473808 -0.53225653 -0.01462987 -0.29478626 -0.07849062 0.41463405\n", + " -0.03552811 -0.24147568 0.0797 -0.20900569 -0.01928701 0.24109092\n", + " -0.37990763 -0.16581542 -0.34422944 0.55287061 -0.39062955 -0.56502613\n", + " -0.31204973 0.11308882 0.08938131 0.15371058 -0.03884707 -0.20615022\n", + " -0.06234643 -0.31827359 -0.53622574 0.27241913 0.0163131 0.28661665\n", + " 0.72516023 0.19079014 0.43867567 0.14314899 -0.31709536 -0.12583503\n", + " 0.561165 0.10610957 0.16408556 0.00487646 -0.12139762 -0.30741746\n", + " 0.44520333 0.02367913 0.11128142 -0.34365438 -0.06329792 -0.27800901\n", + " -0.47084236 -0.03150014 -0.14253312 0.40571511 0.08245256 -0.04419781\n", + " 0.23785988 -0.2366366 -0.06842177 -0.00662606 -0.15027936 -0.19830187\n", + " 0.00486492 0.06594299 0.11760205 -0.30196785 0.79882543 0.4505906\n", + " -0.15366421 -0.30892937 -0.20048644 0.34189583 0.41933082 -0.12891954\n", + " 0.39402521 -0.29452694 0.00091368 -0.42663241 0.21300184 0.2364784\n", + " 0.70685768 0.08628725 -0.3492639 0.29802311 0.32292696 -0.4661195\n", + " 0.41850591 0.23624895 -0.310672 0.09391005 0.18048705 0.44975998\n", + " 0.35834588 -0.45270395 -0.17556326 -0.19657066 0.01387256 0.09686091\n", + " 0.23726228 -0.56681979 0.16006425 -0.78893373 0.01509635 0.32092474\n", + " 0.06082456 -0.22114448 -0.1663642 -0.35712998 0.22558593 0.50514073\n", + " -0.02706012 0.02100719 0.31609935 -0.01176171 0.04077824 -0.0781279\n", + " -0.30250509 0.27288959 0.34940587 -0.48305329 0.3660898 -0.14536617\n", + " 0.66728365 0.02242461 0.87896318 -0.00931765 -0.23042436 -0.33830195\n", + " -0.43553176 -0.10046215 0.4087195 -0.21349483 -0.36875595 0.33685765\n", + " -0.87537689 -0.86975427 -0.11482585 -0.32447681 -0.22830156 -0.24294067\n", + " 0.05268699 0.23718472 0.71762067 -0.32717901 0.11430663 0.53066286\n", + " 0.0351723 0.26426342 0.04071095 -0.29274382 0.03698889 -0.4776297\n", + " 0.34087817 -0.5488466 -0.54992777 0.79543853 0.25765695 -0.12234191\n", + " 0.27767867 0.35200115 -0.26979613 0.26062879 0.31260422 0.21440904\n", + " 0.00965652 0.32876812 0.30821437 -0.65780837 -0.09725672 0.14033975\n", + " 0.18538993 0.32605056 -0.1638875 0.60917513 0.31772747 -0.04617466\n", + " -0.3072105 0.24883045 0.69820362 0.02107587 -0.16310777 -0.10675852\n", + " 0.05372072 0.43159981 -0.67997181 -0.44813968 0.64198288 -0.22413221\n", + " 0.37018242 0.07946377 0.23338452 -0.3244699 0.55975131 0.0791195\n", + " 0.05188054 -0.02959892 0.14442237 -0.20536778 -0.32280479 -0.31864141\n", + " 0.52162049 -0.07099068 0.05672675 -0.0453151 0.0428153 -0.34272153\n", + " -0.21184672 -0.0850936 0.13358369 0.23066366 -0.15906366 0.04303585\n", + " -0.49130776 0.11410901 0.25229389 -0.23086487 0.27084492 0.02526607\n", + " -0.12924335 -0.35524055 -0.02361277 -0.3639476 0.01566812 0.31174149\n", + " -0.65345327 0.11797621 0.48367303 -0.15971428 -0.14611116 0.23384357\n", + " -0.29145336 -0.34708816 -0.22723953 0.35871025 0.03034157 -0.26814855\n", + " 0.27160203 0.88928886 -0.51954778 0.20238364 -0.04049156 -0.16223816\n", + " 0.29720302 0.09929904 0.4555946 -0.22725948 -0.09475595 0.10044852\n", + " 0.61690433 0.36573924 0.28829322 0.26316388 0.52439267 0.24497133\n", + " 0.1256371 0.00679575 0.47718593 -0.45726711 -0.18527601 0.28313262\n", + " -0.20513689 0.26086451 0.0951411 -0.65040585 -0.14939975 -0.25885518\n", + " -0.04756736 -0.13121553 -0.10619009 -0.35648685 0.02260189 0.20897402\n", + " 0.13305347 0.04015996 -0.22363955 0.67920331 0.21663115 -0.40136146]\n", + "Found 3085 total galaxies in catalog for cluster 7698\n", + "[-0.36207533 0.25325931 -0.13494906 ... 0.54904971 0.32263902\n", + " -0.19401332]\n", + "Found 5985 total galaxies in catalog for cluster 10999\n", + "[-0.46873341 -0.42690413 -0.10612929 ... 0.40814144 0.18868981\n", + " 0.13158685]\n", + "Found 444 total galaxies in catalog for cluster 9029\n", + "[-0.40621848 0.34130291 -0.25926906 0.13791426 -0.42479657 -0.10027386\n", + " 0.1321085 -0.53606432 0.24930034 0.16728535 -0.61918233 -0.07981064\n", + " -0.64008977 -0.316455 -0.53971461 -0.09262761 -0.38281026 0.20319445\n", + " -0.15141419 0.16453584 -0.2041256 -0.03032873 0.28018194 -0.31785931\n", + " 0.41560735 0.11728702 0.16279024 0.66035225 -0.04511271 0.12554052\n", + " 0.10596337 -0.06741836 -0.02292508 -0.45580986 -0.08913919 0.57546104\n", + " 0.27651851 -0.30446953 0.00144465 0.11008157 0.42571647 0.07258754\n", + " -0.01906134 0.00404746 0.28343356 -0.34338329 -0.34027192 0.36419255\n", + " 0.0046738 0.04600042 -0.43279789 -0.0310102 -0.26620165 -0.26950445\n", + " -0.3122448 -0.0247806 -0.18586426 0.34346996 -0.4053103 -0.35146647\n", + " 0.25713608 -0.40617403 0.00447913 -0.5759527 -0.64495672 0.00889397\n", + " 0.19764966 -0.2121611 -0.37931964 -0.12521679 -0.58759645 0.66807264\n", + " 0.16139419 0.16172108 -0.12472507 0.44049509 -0.13172874 0.01584005\n", + " -0.12135375 -0.43911987 -0.36916635 0.10265162 -0.28527668 -0.21879305\n", + " 0.61253206 0.34550136 0.00828845 -0.08840131 0.13365906 0.09238903\n", + " -0.16564145 -0.01453048 -0.79891672 0.29291961 0.24296079 0.47644177\n", + " -0.16140473 0.58946526 0.0706684 -0.18886797 0.29144306 -0.39292043\n", + " 0.02873681 0.33480973 0.2643902 0.10604667 0.35541021 -0.23033663\n", + " -0.25313097 -0.02126286 0.17733032 -0.21913754 0.00118601 0.48173871\n", + " -0.23717886 0.11896154 0.14635929 -0.20090619 -0.2295444 -0.06959334\n", + " -0.09366087 0.2019711 0.11750282 -0.48917647 -0.08354554 0.63129817\n", + " 0.40979477 0.41185704 -0.98118158 0.18602645 0.05590776 0.79702359\n", + " 0.2800182 -0.03865127 -0.12140424 0.42449225 0.21056706 -0.19512988\n", + " 0.46739792 -0.04274358 -0.13745631 -0.03800535 -0.1716561 -0.12287462\n", + " 0.14589219 -0.20012905 -0.44345988 0.04969433 0.15988947 -0.43260278\n", + " 0.49248948 0.08833567 -0.2419488 -0.29776992 -0.36114901 -0.01587852\n", + " 0.20001306 0.10902634 0.11916422 0.3496673 0.03583532 0.28822236\n", + " -0.04996388 -0.04182412 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-0.14023113 -0.53288504 0.17652931 -0.05399316\n", + " 0.14867183 0.40997907 -0.56813874 0.51002119 0.18004834 0.3545956\n", + " -0.55835184 -0.32743355 0.32191395 -0.62406554 0.18986889 0.66164362\n", + " -0.14917847 -0.09734834 0.3501816 0.07731631 -0.37158082 0.31053012\n", + " -0.03092215 0.36353126 -0.27001362 0.11654139 -0.30137236 -0.02530316\n", + " 0.27817255 0.1277271 0.60284654 -0.29801976 -0.01782273 0.33873607\n", + " -0.37647976 -0.46669981 -0.01276821 0.84851422 0.14950837 -0.25767088\n", + " -0.21484574 -0.63455644 0.85831443 0.13964813 -0.19243474 0.05670791\n", + " 0.5331781 -0.08166935 0.11313028 0.20156142 0.56770554 0.23490907\n", + " 0.33704001 0.00211126 -0.80561576 0.00380749 0.17940206 -0.68901394\n", + " 0.02384689 0.22886605 0.52260433 -0.22779766 0.39522344 -0.16854831\n", + " 0.2139928 -0.40604014 0.08870182 0.16990491 -0.05342385 -0.1956062\n", + " 0.03549142 0.02528662 -0.08136023 0.61261798 0.30500833 -0.54759787\n", + " 0.36134316 0.3846406 0.41512866 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0.08360661\n", + " -0.04238839 -0.78380508 0.50203007 0.01982833 0.15428487 0.10377836\n", + " -0.15187852 -0.73198788 0.27886782 0.36408128 -0.27066103 -0.51805615\n", + " -0.18655825 -0.37752277 -0.69226568 -0.49384953 0.04056942 0.30948294\n", + " 0.02126839 0.28611184 0.17122933 -0.04319728 0.15219989 0.12354914\n", + " 0.07678914 0.13230674 -0.30540673 -0.17510133 -0.18934698 -0.24408813\n", + " -0.15205919 -0.01444179 0.11548081 0.58424426 -0.55356673 0.04876047\n", + " -0.25070026 -0.52478136 0.56428843 -0.48894773 -0.17015302 -0.44066478\n", + " -0.33494865 0.29969985 0.04966773 0.17758737 0.51381665 -0.06070906\n", + " 0.32442615 0.30996059 0.65935598 0.25166398 -0.50830096 0.09132303\n", + " 0.3247741 0.22355646 0.22719493 0.15322427 0.15658623 -0.94416194\n", + " 0.35281412 0.11278493 0.36724778 -0.31618299 0.15090708 0.17884742\n", + " 0.35090746 0.33857692 0.38222694 0.27516178 -0.37132094 -0.06753358\n", + " 0.2249225 -0.43679502 -0.26571766 0.38458863 -0.03141019 -0.20408694\n", + " -0.18114245 0.70926132 -0.29762919 0.14001529 0.28513835 -0.41257323\n", + " -0.33388289 0.83468912 0.28757138 -0.12782648 -0.22494334 1.11341316\n", + " 0.01264932 0.49646116 -0.33491402 -0.23637052 -0.25911426 -0.03160314\n", + " -0.27469476 -0.2991318 0.18380716 -0.51950315 0.15186887 0.07512892\n", + " -0.2917263 -0.39451309 0.35981296 0.36254888 -0.44456767 0.31392823\n", + " 0.05938513 0.23149657 0.42014052 -0.20993918 0.35287695 0.14819634\n", + " 0.2236107 -0.39065824 -0.12351988 -0.0689687 0.21262471 0.03740476\n", + " 0.25271145 0.63854361 -0.23372222 0.08378527 0.28830994 -0.31271967\n", + " -0.03380263 0.17302535 -0.56579486 0.11140832 -0.12469742 -0.23196112\n", + " 0.00345436 -0.20079743 0.06641831 0.37339294 -0.50047526 -0.09284369\n", + " -0.14082234 -0.28150972 -0.05977079 -0.40057601 -0.20943348 -0.11191605\n", + " -0.07623964 0.09526994 -0.34355792 -0.08597654 -0.5359817 0.13060148\n", + " -0.26245991 0.20863946 0.19744702 0.21295153 -0.15815185 0.0529965\n", + " 0.24189374 0.26220022 -0.11410033 -0.00150047 0.4318525 0.41089288\n", + " -0.19424428 0.52420589 0.09584637 -0.33702941 -0.52923344 0.43978278\n", + " 0.86673583 -0.13175263 0.95583912 0.35372934 -0.67850348 0.13591246\n", + " 0.3645188 -0.3242153 -0.12488492 -0.50282547 0.04075596 -0.32376916\n", + " 0.30640326 0.25005107 0.33173671 -0.00143331 0.0606737 -0.27181093\n", + " 0.47760795 0.14082568 0.05515651 -0.15746268 0.15539351 -0.48226497\n", + " 0.02726902 -0.16278423 0.29050807 -0.2482648 -0.55420406 0.15418182\n", + " -0.75216161 0.02270851 -0.02052302 0.10389868 0.28142936 0.33737829\n", + " 0.32371691 0.39572475 0.23293254 -0.00858959 -0.13259717 0.43040972\n", + " 0.32688614 -0.2817817 0.44264791 0.23586897 0.13297285 0.16807694\n", + " -0.11501075 -0.52424797 0.10544351 0.52249156 0.03348321 0.34586416\n", + " 0.23436358 -0.06830324 -0.59665671 -0.29045494 0.15373533 -0.12436593\n", + " 0.05665828 0.00565112 -0.06138738 0.07483602 -0.14917763 -0.54547867\n", + " -0.11211503 -0.23485693 -0.04433908 0.52310781 0.01784844 -0.0426758\n", + " -0.36037546 0.06499547 0.20405058 0.13961824 0.01248654 0.03117243\n", + " 0.16160374 -0.40168306 -0.27752449 -0.09464722 -0.06277054 -0.41559862\n", + " -0.2692366 -0.47846993 0.28081245 0.10595469 -0.1237212 0.18741797\n", + " 0.41600371 -0.02156669 0.42278036 0.08676015 -0.02562902 0.09611013]\n", + "Found 2072 total galaxies in catalog for cluster 10146\n", + "[-0.09301634 -0.14766319 -0.09393535 ... -0.4845409 0.45206692\n", + " -0.23954712]\n", + "Found 2695 total galaxies in catalog for cluster 14476\n", + "[-0.09839889 0.31116269 0.49967488 ... -0.49955209 -0.06789297\n", + " 0.07547414]\n", + "Found 119 total galaxies in catalog for cluster 8395\n", + "[ 9.88519590e-02 -1.01509373e-01 -1.16472183e-01 -1.93150526e-01\n", + " 4.53404227e-01 -2.61391206e-01 2.15914058e-01 -7.47065694e-02\n", + " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", + " 2.96556671e-01 2.11632910e-01 -1.87893633e-01 -6.63157674e-03\n", + " 2.40979112e-01 -2.91427339e-01 9.30954183e-02 -1.22560405e-02\n", + " 3.05396484e-01 -1.14537153e-01 3.63923329e-01 -8.03667618e-02\n", + " 1.19426042e-01 2.52079013e-01 1.81053452e-01 -1.04429791e-01\n", + " -3.30920358e-01 -1.50768257e-01 5.30700082e-02 -1.03019991e-01\n", + " 1.14231094e-01 7.41442916e-02 -4.63887701e-01 -2.10132275e-01\n", + " 4.09071826e-02 -9.52082437e-02 -8.65655907e-02 6.45128966e-02\n", + " -2.99909328e-01 2.61619723e-02 3.37289126e-02 2.40732077e-01\n", + " -1.04007610e-01 5.41520531e-01 9.72240444e-01 1.30545574e-01\n", + " -3.47411085e-01 -1.33150495e-01 -4.64613337e-01 -3.01471596e-01\n", + " -6.11386325e-03 -8.78101769e-02 2.97915541e-01 2.20579544e-02\n", + " 4.73626353e-01 -6.71322676e-02 1.74270703e-01 -2.92753175e-01\n", + " -2.85625309e-01 -2.12765682e-01 -3.11248596e-01 -1.91744076e-01\n", + " 3.67393122e-01 3.02189297e-01 7.86492848e-01 2.79439186e-01\n", + " -2.77682948e-02 9.81112627e-03 -3.83312846e-01 7.06969330e-02\n", + " 3.13363807e-01 8.69156882e-02 -3.03851507e-01 9.74533511e-02\n", + " -8.91845997e-02 -2.65022653e-01 -2.33121803e-01 1.83216968e-01\n", + " 1.48024873e-01 1.36643641e-01 -3.62327201e-01 3.86518939e-01\n", + " 6.86060609e-01 3.79947655e-01 -2.14660569e-01 -5.93845963e-01\n", + " -1.36715321e-01 -2.01602184e-02 2.99258185e-01 -7.14304793e-01\n", + " -1.33956815e-01 -2.67236538e-01 5.66958099e-01 -6.13886439e-04\n", + " -5.77444149e-01 -7.15576556e-01 -3.31430260e-01 -5.14708580e-01\n", + " -1.70602668e-01 -3.45925647e-01 -6.23351890e-01 -1.82669821e-01\n", + " 5.09632888e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", + " 4.18286705e-01 -2.74342215e-01 -2.97073096e-01 1.06906480e-01\n", + " 2.18249173e-01 -4.10439715e-01 7.75734406e-02 7.54034988e-02\n", + " 7.73385304e-02 2.43651870e-01 1.84592797e-02]\n", + "Found 3612 total galaxies in catalog for cluster 16657\n", + "[-0.37344822 -0.16114298 -0.56282042 ... 0.01057191 -0.22037353\n", + " -0.23492938]\n", + "Found 2732 total galaxies in catalog for cluster 13039\n", + "[-0.42915416 0.328251 0.0542146 ... 0.31549379 0.34151483\n", + " 0.47633672]\n", + "Found 2714 total galaxies in catalog for cluster 15382\n", + "[ 0.24963568 -0.28945879 -0.32911963 ... 0.20702661 0.00927588\n", + " -0.13378937]\n", + "Found 1343 total galaxies in catalog for cluster 17011\n", + "[-0.17983863 -0.27069354 -0.32758565 ... -0.08740959 -0.07087565\n", + " 0.2199447 ]\n", + "Found 6019 total galaxies in catalog for cluster 8523\n", + "[ 0.46240308 0.11131437 0.15620453 ... 0.22391243 0.08804989\n", + " -0.12540515]\n", + "Found 1038 total galaxies in catalog for cluster 11300\n", + "[ 0.32422313 0.22090716 -0.3214698 ... 0.61638037 -0.24263329\n", + " -0.00500442]\n", + "Found 6292 total galaxies in catalog for cluster 17462\n", + "[-0.46898861 -0.44096294 0.08604282 ... 0.12923278 -0.00881185\n", + " 0.10644044]\n", + "Found 1520 total galaxies in catalog for cluster 13025\n", + "[-0.16420193 -0.2721672 -0.15514769 ... -0.17618099 0.05275842\n", + " -0.30636958]\n", + "Found 2090 total galaxies in catalog for cluster 21385\n", + "[ 0.97435677 -0.24014002 0.03666096 ... -0.38755444 0.25816139\n", + " -0.11583338]\n", + "Found 2591 total galaxies in catalog for cluster 20888\n", + "[ 0.30547984 -0.00495302 -0.08262206 ... -0.43935632 0.07448263\n", + " 0.07390696]\n", + "Found 3139 total galaxies in catalog for cluster 21815\n", + "[ 0.36968895 -0.01878521 0.09142717 ... -0.12592323 0.12949039\n", + " 0.1622572 ]\n", + "Found 528 total galaxies in catalog for cluster 7594\n", + "[ 0.4148287 0.36583582 -0.04273381 -0.03606601 -0.09427687 0.05102778\n", + " -0.40704268 0.57968679 -0.06380509 0.63256008 0.29076705 -0.17792454\n", + " 0.10565443 0.0655149 0.7677424 0.53296682 0.01734016 -0.35804119\n", + " 0.36231324 0.08299337 0.25998257 -0.08368741 0.08312986 -0.17693217\n", + " -0.06754852 -0.10939401 0.22654068 0.04645301 0.00674063 0.08088697\n", + " -0.28299921 -0.79083374 0.28031253 0.36483446 -0.38487101 -0.04525458\n", + " -0.36131002 -0.12948619 -0.19659816 0.40422093 0.17388816 -0.11436673\n", + " 0.04535149 0.45476635 -0.48517606 -0.32713122 -0.14967202 -0.57928909\n", + " 0.12905885 0.02849444 0.38361723 0.31600254 -0.2458576 -0.50768222\n", + " -0.59500232 -0.06537669 0.08201641 0.08881582 -0.26866988 -0.41761089\n", + " -0.13141916 -0.07115593 -0.51393592 0.45234187 -0.34987248 -0.52963895\n", + " 1.12272546 -0.71252115 0.00435859 -0.04667826 0.06754446 0.30549672\n", + " 0.02995407 0.13979024 0.66454029 0.01004831 -0.18061823 -0.10953929\n", + " -0.32892671 -0.04399476 -0.37661234 0.80645325 -0.06634132 -0.29851988\n", + " -0.30996354 0.47258432 0.82070956 -0.77284771 0.01362897 -0.50713651\n", + " -0.14931594 0.36729959 0.36582866 0.4686743 0.05722707 -0.24374384\n", + " -0.29127664 0.09885636 -0.54708779 0.65278417 0.25489266 0.35194959\n", + " -0.11659748 0.03252509 -0.41347525 -0.02300606 -0.01383633 0.25195008\n", + " -0.37879151 0.18724395 -0.61732585 0.10184008 -0.18951007 -0.20919177\n", + " 0.26717522 -0.31684544 0.38932738 -0.11069036 0.09787267 0.30833922\n", + " 0.31219007 -0.10571727 -0.26938052 0.10495292 0.14078032 -0.39518063\n", + " 0.431902 -0.16127525 0.18597873 0.25559488 -0.02198049 0.229587\n", + " 0.08220185 -0.60337648 -0.56007691 -0.00220473 -0.81690401 -0.05684695\n", + " -0.10569059 0.05886586 -0.23696811 -0.5150759 -0.30789079 -0.39761613\n", + " 0.04562172 -0.35542667 -0.03056307 -0.15269585 0.61000924 -0.1543628\n", + " 0.07422262 -0.19799848 -0.02606928 -0.06347383 0.45116919 0.40772621\n", + " 0.37726957 1.26005671 -0.17367829 0.69352368 -0.46731276 0.1902273\n", + " -0.30267305 -0.44443092 0.02212246 -0.40800947 0.00465691 0.67838225\n", + " 0.25992837 0.04907253 -0.42857505 0.02170437 0.25633814 -0.12980329\n", + " -0.23598598 0.12505408 0.04370205 -0.34795168 0.30177325 -0.01574549\n", + " -0.28652583 0.30019001 -0.65133614 -0.07804704 0.06064216 -0.06820663\n", + " -0.04127136 -0.53644999 0.35957889 0.34349306 -0.40436677 0.26428351\n", + " 0.22758487 -0.02872034 -0.26065139 1.02860703 -0.22785263 0.0689024\n", + " -0.04118195 0.50179868 -0.3730529 0.20065012 -0.11429466 0.02539252\n", + " -0.24319319 0.10065569 0.93445359 0.13540892 0.13539375 -0.31553071\n", + " 0.11296309 -0.19026112 0.10134078 -0.06435773 -0.14765612 0.0843886\n", + " -0.7813465 -0.23402116 0.33842254 -0.05050992 -0.29533253 0.32426964\n", + " 0.28480905 -0.25103854 -0.33239587 0.27203598 -0.32975417 0.02547501\n", + " 0.42650436 0.00898842 0.25701758 -0.24837527 0.32430744 0.08515314\n", + " 0.20844029 -0.038444 -0.25581879 0.15380399 -0.28001253 0.5542908\n", + " 0.22235081 -0.01086804 -0.03752139 -0.33606823 -0.5130149 0.08141854\n", + " 0.09670728 -0.02560674 -0.02993688 0.04273043 0.21987166 -0.37581449\n", + " -0.23758146 0.03210022 -0.23389384 -0.13082114 0.00399492 -0.19030491\n", + " 0.29279218 -0.42785237 -0.84666518 0.21841527 -0.6391771 -0.2292023\n", + " -0.77224244 0.23902015 0.26198801 0.3154046 -0.15744683 0.32484789\n", + " -0.33688678 0.20824482 0.15280672 0.40059469 -0.401067 -0.56340547\n", + " 0.26911657 -0.1700832 0.18948614 0.68423156 -0.99770059 0.49484529\n", + " -0.17906933 0.07693071 -0.02090522 0.11052146 0.02107822 -0.20624147\n", + " 0.03244079 0.66701209 0.04202638 0.27960894 -0.13492569 0.01286865\n", + " 0.27357873 0.03275781 0.03046628 -0.08271889 0.55430517 0.29834748\n", + " 0.24938516 0.34825668 -0.051362 0.35091379 -0.63679641 -0.12304148\n", + " 0.44737458 0.10745849 -0.02165908 -0.16242998 0.34336994 0.21455333\n", + " -0.44590137 0.92381916 -0.56485987 0.64730873 -0.25226856 -0.30936231\n", + " -1.10440856 0.5348908 -0.05899834 0.36397617 -0.46110089 0.02978105\n", + " -0.32637527 -0.20325025 -0.57980965 -0.11513019 0.16424808 -0.87828006\n", + " -0.02940846 -0.25928882 -0.13702474 0.04415883 -0.18502865 0.02147588\n", + " 0.11799351 -0.33302556 0.00278655 0.46891817 -0.15888259 0.65149964\n", + " 0.24525045 0.17825479 0.06506479 -0.392229 -0.0093155 0.08230825\n", + " -0.14506276 -0.35049635 -0.61775145 0.27519682 0.68367677 -0.04155434\n", + " -0.55008174 0.12438588 0.29292708 0.32818345 0.02526154 0.26589428\n", + " -0.29901621 0.08454002 0.07934351 0.03357051 0.1075759 0.32300429\n", + " 0.25837293 -0.23926176 0.45672817 -0.35462047 -0.34312555 -0.60542773\n", + " -0.41569936 0.1470522 0.03446498 0.37380367 0.45633085 -0.16237909\n", + " 0.51565318 0.31479497 -0.35379715 0.19128033 0.69274622 0.85739998\n", + " -0.19755766 -0.04336481 0.05845497 -0.20658214 -0.12247482 -0.83534997\n", + " 0.5234883 -0.01679088 -0.51576638 -0.07610408 0.06598769 0.06966481\n", + " -0.10239449 0.44533681 -0.29868525 -0.01769809 -0.437717 0.41683651\n", + " 0.18758657 0.03223796 0.03686526 -0.12970263 0.30664565 -0.1634017\n", + " -0.27026027 0.54434752 -0.01978872 -0.03483089 0.04287457 -0.11908611\n", + " -0.29655684 0.67088283 -0.14814275 0.41014018 0.57477295 -0.548101\n", + " -0.16870705 0.27941314 0.01987198 -0.06745345 -0.42693317 -0.4045391\n", + " -0.34967251 0.29670395 0.00722736 0.60084113 -0.12007028 -0.22045132\n", + " 0.20333557 -0.30924206 0.57027367 0.43822786 0.14144565 -0.09761751\n", + " 0.30570261 -0.40998212 0.00466794 0.08776051 0.38304132 -0.05780196\n", + " 0.09971385 0.09609866 -0.55726051 -0.42225736 -0.02208013 0.02821444\n", + " 0.1196532 0.09197113 0.34758796 0.21121059 0.07410321 -0.11232335\n", + " -0.57639097 0.30473636 -0.54690188 -0.22745718 -0.0919727 -0.3983238\n", + " -0.09444019 -0.47918469 -0.11682458 -0.47928263 -0.53584335 -0.06864842\n", + " -0.07182491 -0.48403216 0.18823285 -0.19705112 -0.49704093 -0.57460471\n", + " 0.19952524 -0.73470498 -0.04223818 -0.39593027 0.08151534 -0.32457538\n", + " 0.60791008 0.11229508 -0.42399767 0.07796481 0.1429695 -0.05903867\n", + " 0.42036027 -0.19687549 0.07683616 -0.07328153 0.15557104 -0.11847654\n", + " 0.48118059 -0.20265743 -0.30433167 -0.2513005 0.15404877 -0.38804656\n", + " 0.23356137 0.593075 0.02208283 -0.51251008 0.08932061 0.13663391\n", + " -0.42404347 0.42908605 -0.53563272 -0.2152071 -0.10546555 -0.35219251\n", + " -0.1002672 -0.37449184 0.07365226 -0.16500196 -0.23120522 -0.10689376\n", + " 0.35304641 0.30934996 0.27270471 0.03863282 -0.1408932 -0.06865092\n", + " -0.42244021 0.07301302 -0.28174078 0.40327137 0.55772431 0.23430754]\n", + "Found 363 total galaxies in catalog for cluster 21425\n", + "[ 0.12865325 -0.50073158 -0.21455778 0.08142309 -0.0581186 -0.54194678\n", + " 0.07274416 0.3164121 -0.59437843 -0.05971048 0.10615071 -0.10201427\n", + " -0.4425675 -0.5551989 -0.1856139 -0.42904609 -0.46027351 0.33485884\n", + " -0.03756416 -0.48572257 0.30021232 -0.02976088 -0.57151511 -0.08581666\n", + " 1.0194006 -0.09920807 0.28519517 0.14623752 0.28123683 -0.18781061\n", + " -0.29062912 -0.18066346 -0.02147303 -0.56790177 -0.05271914 -0.11014136\n", + " 0.0372321 0.28921434 0.7430637 0.10832698 0.52200387 -0.21123362\n", + " 0.05727779 0.35690819 0.38034753 -0.06136625 0.36110539 0.75654846\n", + " 0.07593434 -0.02265002 -0.42722941 -0.20346555 -0.03156488 0.48553569\n", + " -0.7731378 0.04277972 -0.32833915 -0.691879 0.05742999 0.25290594\n", + " 0.30767771 0.21953612 -0.02749896 0.80338195 -0.31490549 0.66671091\n", + " 0.35702418 -0.07236623 0.57343552 0.28614705 0.23257222 -0.05844837\n", + " 0.20675104 -0.64598601 -0.21302833 0.5160142 0.01503329 -0.06417039\n", + " -0.17960807 0.35504844 -0.0841198 0.29948141 0.14104369 -0.39622678\n", + " 0.09301744 -0.40392762 -0.25379498 0.25552879 0.00727522 -0.3575193\n", + " 0.33604709 0.02762268 0.01119395 -0.11174992 0.69789653 -0.18191217\n", + " 0.2127361 -0.04996312 0.20544051 -0.01722528 0.04089579 -0.03265726\n", + " 0.04565868 -0.36701451 0.12065085 -0.01507049 0.25701072 0.00644498\n", + " -0.31236302 -0.13976147 0.06139685 -1.36658874 -0.6955492 0.34262504\n", + " -0.22733882 -0.07635527 0.36532541 -0.04000043 -0.16371839 0.2280705\n", + " -0.18257671 0.57036061 0.5241704 -0.04647785 -0.24690471 0.4440234\n", + " 0.28397774 0.11088958 0.37730119 -0.30565483 0.04166702 0.24737615\n", + " 0.42990458 0.26992416 0.19109203 0.47685012 -0.04087262 -0.18738724\n", + " 0.39616275 0.29185726 -0.35083836 -0.15458335 0.0554253 0.09648641\n", + " 0.23520322 0.21541947 0.36430159 0.0884299 -0.20495198 -0.07583424\n", + " 0.60466969 -0.36920923 0.29987496 -0.06342585 -0.29210859 0.21922923\n", + " 0.4069364 0.25984654 0.26834143 -0.10364101 -0.07362846 -0.3490774\n", + " -0.07025299 0.35466482 -0.27111302 -0.19954867 0.04491839 0.2416247\n", + " -0.46379052 -0.06127095 0.18738681 -0.82153601 -0.14824564 0.03668071\n", + " -0.04575419 0.14682096 0.35676437 0.21868598 -0.16347102 -0.48928871\n", + " 0.02383793 -0.2412709 0.50253807 0.10619094 0.51216867 0.53300012\n", + " -0.1671691 0.11950077 -0.78351777 0.90236483 -0.13952187 -0.10051246\n", + " -0.11975097 -0.31610937 -0.28859572 -0.40420286 -0.22220821 -0.41430381\n", + " 0.27087113 0.39679085 0.0101012 0.24281481 0.03984988 0.07369328\n", + " 0.3094779 -0.02088733 0.25276739 0.06337256 -0.13663277 0.01523226\n", + " -0.22863575 -0.06462556 0.02413956 -0.28338476 -0.52325901 -0.30049803\n", + " -0.1508835 -0.11026225 -0.29045518 -0.53852533 0.45493242 0.62294633\n", + " 0.2515721 0.19491586 0.06855322 -0.09887721 0.60046859 0.24429504\n", + " 0.15058322 0.64413374 -0.07427611 0.34701323 0.09813453 -0.31143254\n", + " 0.33810485 0.31035909 -0.20016836 -0.12924621 -0.43408304 -0.26029206\n", + " -0.39678347 0.1980837 0.0069345 0.41789976 0.1340257 0.70171275\n", + " 0.09258559 0.65896305 0.19861242 0.25264586 -0.07267456 0.89730254\n", + " 0.00911943 1.12794212 -0.35671139 -0.24698759 0.37843449 0.23849595\n", + " 0.21909592 -0.50905042 0.61958561 0.40951426 -0.26874378 -0.04433986\n", + " -0.28308648 0.15835204 -0.32490815 0.58387722 -0.11735693 0.16410444\n", + " 0.92034512 0.19178726 -0.40820321 0.70971526 0.27739091 0.26566508\n", + " -0.05065372 0.46219144 -0.22672129 0.02006295 -0.66461433 -0.37822873\n", + " 0.24441118 0.15289579 0.02201456 -0.40828986 -0.1586489 0.03207635\n", + " -0.30083267 0.58958193 -0.1078832 -0.24426667 -0.12942213 -0.16350449\n", + " 0.48685542 0.21242035 -0.24947907 -0.0766194 0.82413693 -0.11061841\n", + " -0.54407912 -0.15121678 -0.18784456 -0.35964714 -0.44045656 0.49045665\n", + " -0.02105876 0.07895846 0.09445705 0.53426113 0.33373843 0.28078436\n", + " 0.35214349 0.09439156 0.29161111 -0.44936477 -0.08583967 -0.0942686\n", + " 0.6414984 0.15369764 -0.26766705 0.1390524 -0.18780865 -0.12322346\n", + " 0.48905646 0.07719132 0.50983836 0.10436711 0.00365296 0.1546404\n", + " -0.18919009 -0.31564115 -0.70673097 0.43005603 -0.10666213 -0.10659039\n", + " -0.01492292 -0.0682248 0.03353563 -0.21173588 -0.21327841 -0.53552382\n", + " -0.16976319 -0.04713466 0.37663845 -0.10087233 0.31842722 0.55016882\n", + " -0.18894763 -0.21528593 -0.41293587 0.14372116 -0.69448612 -0.26976153\n", + " 0.04676689 0.38121629 0.07620166 -0.08006428 0.40794191 0.10277776\n", + " -0.05518569 -0.46648438 -0.21227537]\n", + "Found 7786 total galaxies in catalog for cluster 30553\n", + "[-0.44449465 -0.38810593 -0.09664437 ... 0.41326337 0.18350303\n", + " -0.14555847]\n", + "Found 1777 total galaxies in catalog for cluster 11651\n", + "[-0.33515733 0.19848149 -0.08900402 ... -0.19016788 0.397141\n", + " -0.16584072]\n", + "Found 2526 total galaxies in catalog for cluster 27728\n", + "[ 0.13694897 0.1554163 0.30953454 ... -0.30344544 -0.22345805\n", + " -0.20146981]\n", + "Found 2665 total galaxies in catalog for cluster 30757\n", + "[0.13946427 0.06245966 0.37105132 ... 0.00066648 0.01931731 0.14546627]\n", + "Found 5370 total galaxies in catalog for cluster 32634\n", + "[-0.09551192 0.09198529 0.21382127 ... 0.33627811 -0.41407367\n", + " -0.14949823]\n", + "Found 3080 total galaxies in catalog for cluster 33429\n", + "[ 0.20546725 0.04636569 -0.21523643 ... -0.51893021 0.27135047\n", + " -0.06322628]\n", + "Found 1942 total galaxies in catalog for cluster 15656\n", + "[ 0.01148406 -0.13790827 -0.17032915 ... -0.40605118 0.47062627\n", + " -0.25639667]\n", + "Found 662 total galaxies in catalog for cluster 29784\n", + "[-4.93485033e-01 -3.93182798e-02 1.15591253e-01 -4.85935257e-01\n", + " 4.27971668e-01 1.25320157e-02 2.30907641e-01 4.86057397e-01\n", + " 2.77246671e-01 -3.10816712e-01 -3.18679794e-01 -5.10387034e-01\n", + " 3.67945367e-01 5.76948572e-03 -8.53625264e-02 2.36921093e-01\n", + " 2.47834973e-01 -5.46050449e-01 4.27611390e-01 1.40895063e-01\n", + " 4.20044527e-02 1.92441562e-01 -5.33161727e-02 -1.21445889e-01\n", + " -4.42323908e-01 3.09001224e-01 4.73252359e-01 2.23373750e-01\n", + " 4.05303148e-01 1.44284182e-01 -1.21465514e-01 -5.20851157e-01\n", + " -4.38787308e-01 4.55601443e-01 -7.76401676e-02 7.98851646e-02\n", + " 3.06089588e-01 -2.37535233e-02 -5.01512511e-01 -4.31345068e-01\n", + " -1.59036927e-01 2.43932222e-01 -5.13635126e-01 4.29508216e-01\n", + " 2.60898870e-01 2.80043443e-01 -9.66927783e-02 -3.88177871e-01\n", + " 2.71600958e-01 6.33830196e-01 -2.79945409e-01 1.42825250e-01\n", + " 8.10570861e-02 3.94453656e-01 4.85794799e-01 -2.64018784e-01\n", + " 1.20532839e-01 2.83647388e-01 6.87059926e-01 -1.10278487e-01\n", + " -3.57214947e-01 -8.14345252e-02 -5.31349874e-01 -2.26889727e-01\n", + " -2.64295834e-02 1.30452592e-01 -1.98184871e-01 -2.12009355e-01\n", + " -6.26590597e-01 -1.51344325e-01 -2.27985594e-01 -3.34177160e-01\n", + " -9.88984504e-01 6.68901057e-03 -1.79508101e-01 5.95902546e-02\n", + " 1.71072155e-01 2.47506242e-01 -2.54200924e-01 3.23317927e-01\n", + " -5.19653640e-02 -3.92637675e-01 -7.64026908e-01 -2.07129313e-01\n", + " -1.45049629e-01 -2.32857967e-01 -4.54610204e-01 -2.82543275e-01\n", + " -2.97341765e-02 1.26404939e-01 -5.36731710e-01 -8.50205709e-02\n", + " 6.23371012e-02 9.96753334e-03 -2.84310635e-01 -4.17366142e-01\n", + " 3.26495995e-01 3.59853342e-01 -6.15408126e-01 -2.43329411e-01\n", + " 4.38786568e-01 -1.51120146e-01 -2.47104565e-01 1.50843963e-01\n", + " 2.23238680e-02 1.64050892e-02 2.48108513e-01 8.71719685e-02\n", + " 2.48082141e-01 -1.73798206e-01 -4.78756249e-03 4.07951096e-01\n", + " 4.24429488e-01 -9.50517790e-01 4.69755501e-01 1.21888513e-01\n", + " -2.20890408e-01 -2.78581081e-02 -5.77482342e-01 -6.29668378e-02\n", + " 2.03985267e-01 -6.42040653e-01 -2.19057692e-01 -8.51474747e-02\n", + " 2.74326678e-01 8.50500440e-02 -8.23625541e-01 4.41684238e-02\n", + " -8.24101337e-02 5.13796370e-01 2.30247240e-01 2.20500610e-01\n", + " -5.15015283e-01 3.03006697e-01 4.58558668e-01 2.21947379e-01\n", + " 2.98628676e-01 -2.77639220e-01 3.16596930e-01 1.02593299e-01\n", + " -3.60450488e-02 -1.20658894e-01 3.30478555e-01 -1.30401254e-01\n", + " -4.00142915e-01 -2.83906075e-01 -1.23758327e-01 -4.75572657e-01\n", + " 1.93707535e-01 3.60745129e-01 2.26968858e-01 -5.52371727e-02\n", + " -2.92400992e-01 1.79903572e-01 8.81068135e-01 6.01559968e-01\n", + " -6.58059548e-01 6.84624861e-01 1.28208466e-01 3.11884303e-01\n", + " 2.43204760e-01 -3.56264329e-01 1.82460681e-01 1.22048392e-01\n", + " -2.25399750e-01 2.39985025e-02 -2.61285699e-01 3.06567395e-01\n", + " -1.29871745e-01 1.17231939e-01 2.82977745e-01 -2.87047734e-02\n", + " 4.27230835e-01 2.10880717e-01 5.99478787e-01 1.04740249e-02\n", + " 6.55870320e-01 8.34737935e-01 -5.09792468e-01 4.09110286e-01\n", + " 3.78723860e-01 -1.38402018e-02 3.04917363e-01 3.67867603e-02\n", + " 5.27108558e-02 -3.59780236e-01 5.26533062e-01 2.21979989e-01\n", + " -5.52704266e-02 -1.03832356e-01 4.71329186e-01 -1.82575999e-01\n", + " 3.54063333e-02 -9.08870480e-02 -1.34430884e-01 -1.19443494e-01\n", + " -4.95430140e-02 2.17479977e-01 1.28189684e-01 2.09248787e-01\n", + " 3.29393773e-01 -3.01907784e-01 6.34517258e-02 1.94399337e-01\n", + " -2.44258903e-02 -4.22619462e-01 -3.64010200e-01 3.09319584e-01\n", + " -5.13760896e-01 3.96206230e-01 -1.32586099e-01 -4.26909109e-01\n", + " -3.16001532e-01 -1.15554953e-01 -2.84450062e-01 -3.48797028e-01\n", + " -1.55106647e-01 2.21744466e-01 6.87374755e-02 -6.79419371e-01\n", + " -2.51437026e-01 6.14944215e-01 1.38147172e-01 2.33362547e-01\n", + " 2.05653385e-01 -5.96883198e-01 -4.61450585e-01 2.04196222e-01\n", + " -2.70755285e-01 -3.55138635e-01 -3.16780539e-01 -3.37200334e-01\n", + " 2.43501439e-01 4.58112224e-01 9.52059148e-02 -3.11470833e-01\n", + " 4.04933056e-01 5.54655136e-04 3.01088786e-01 2.75996694e-01\n", + " 1.12463255e-01 -2.28735861e-01 1.49449357e-01 2.65941433e-01\n", + " 1.95334226e-01 2.32759325e-01 2.33699491e-01 2.00916615e-01\n", + " -3.81253653e-01 -5.23259727e-01 3.95417843e-01 6.45081234e-01\n", + " -2.00814732e-01 1.70283015e-01 1.79837707e-01 2.03219033e-01\n", + " -3.76950209e-01 5.11703480e-01 6.34310790e-02 -5.82685380e-02\n", + " -4.22609131e-03 -4.97911036e-02 9.69433294e-02 1.22084635e-01\n", + " -3.33491552e-02 -1.42661489e-01 1.57688983e-01 -3.71108007e-01\n", + " 2.34807459e-01 1.85417781e-01 -5.83759227e-02 3.47775518e-01\n", + " -1.36178192e-01 4.49054531e-01 8.70500672e-02 -3.48201089e-01\n", + " 4.46701010e-01 -1.59714544e-01 5.04437120e-01 -1.27884928e+00\n", + " -4.93273046e-02 9.32557814e-02 -3.59446883e-01 -5.78523638e-01\n", + " -2.50766891e-01 -3.16097463e-01 8.92384935e-02 -1.59941653e-01\n", + " 6.44747311e-01 -4.18349600e-01 -1.66637471e-01 -3.13046184e-02\n", + " 1.99257600e-01 2.86532561e-01 5.86687359e-02 -2.00454474e-01\n", + " 4.10947041e-01 9.15727325e-03 9.20775070e-02 3.64009940e-01\n", + " -4.93787285e-02 7.29168921e-02 -3.42826336e-02 -3.45869376e-01\n", + " -2.82105769e-01 -8.66981700e-02 -3.10465150e-01 2.24250200e-01\n", + " -3.23938129e-01 4.74473579e-01 8.39532342e-01 2.73048953e-01\n", + " -5.22751425e-01 -1.19249314e-01 2.45336028e-02 6.52574900e-01\n", + " -1.41614129e-01 -1.94015212e-01 -1.87638158e-01 5.80208653e-02\n", + " -4.11372583e-01 -3.65851069e-02 -6.24098413e-01 -3.54033715e-01\n", + " 2.68031812e-01 -9.82554699e-02 -2.63131304e-01 -4.54854202e-01\n", + " 2.20290778e-01 -1.85116387e-01 -4.21938970e-02 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+ " -1.09809782e-01 2.94852967e-01 4.18200251e-02 3.98788473e-01\n", + " -1.20676092e-01 -2.65976497e-01 5.52084008e-02 8.24194906e-02\n", + " -7.32385741e-03 -2.89765259e-01 5.85829641e-01 -4.10330005e-02\n", + " -1.50244002e-01 -3.99108336e-01 2.70163830e-01 3.49386933e-01\n", + " 2.48386778e-01 -3.24426505e-01 -2.41898536e-02 -2.46996395e-03\n", + " 2.82085251e-01 -1.87017544e-01 3.10285456e-01 1.36889084e-01\n", + " 1.19492689e-01 -2.06656943e-01 -3.98616257e-01 4.41822575e-01\n", + " 6.37796189e-02 1.14369700e-02 7.74184631e-02 -6.97068781e-01\n", + " -4.13787078e-01 -5.11389124e-01 1.63110344e-01 1.07063812e-01\n", + " -7.44546956e-02 -2.04188593e-01 1.58340148e-01 3.42275497e-01\n", + " 3.20444351e-01 -3.58681277e-02 1.99525974e-01 1.03604150e-01\n", + " 2.74447322e-01 -3.37200725e-01]\n", + "Found 1912 total galaxies in catalog for cluster 22630\n", + "[-0.39071603 -0.14400996 0.41905312 ... -0.66754419 -0.15596318\n", + " -0.05904138]\n", + "Found 942 total galaxies in catalog for cluster 17777\n", + "[-3.95593163e-01 -1.83211619e-02 1.75957686e-01 -3.91414278e-01\n", + " -3.05787677e-01 -1.84912515e-01 1.52502399e-01 -9.25738215e-01\n", + " 3.89334765e-01 -8.47039597e-02 -1.58047208e-01 1.02268490e-01\n", + " 2.47977047e-01 1.65507973e-01 -2.78181862e-01 -7.58920904e-01\n", + " -2.05884141e-02 -3.11032450e-01 1.10554734e-01 1.47568635e-01\n", + " -6.30253364e-01 2.57891636e-01 1.39629031e-01 -2.88311575e-01\n", + " 5.12289769e-01 1.89160995e-01 2.29779707e-01 1.92724792e-01\n", + " 1.68923452e-01 -5.79415998e-02 -2.33319654e-01 6.41068359e-01\n", + " -3.22789084e-01 -5.94157887e-02 1.05923413e-01 8.04766375e-02\n", + " -3.33722672e-01 1.54399812e-01 -3.13358132e-02 -2.10248436e-01\n", + " 1.19043826e-01 -6.80520882e-03 2.07990443e-01 -2.18190301e-02\n", + " 1.65024863e-01 -9.62145822e-01 -3.46909852e-01 3.38482595e-01\n", + " 1.72005966e-01 2.65422502e-01 -1.57142137e-01 3.01722592e-02\n", + " 3.85904860e-01 -2.68009093e-01 1.55676016e-01 5.04517297e-01\n", 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9.79280123e-02 -1.10089638e+00 3.19403643e-01 8.60309833e-04\n", + " -6.36977618e-01 1.96452837e-01 -1.89611837e-01 4.00694817e-01\n", + " -1.18055015e+00 -3.78740928e-01 7.35255683e-01 7.17374803e-01\n", + " -5.76342434e-03 7.16317146e-01 -2.49017122e-01 -3.38277391e-01\n", + " -1.07529899e-01 3.76303213e-01 -6.59701055e-02 4.95639314e-01\n", + " 3.02702845e-03 5.78009233e-02 -2.96241345e-01 3.66013680e-01\n", + " 6.66586157e-02 -9.02273727e-02 2.92749705e-01 1.44199060e-01\n", + " 4.16214448e-01 -2.50786959e-02 3.30307214e-01 4.95279201e-01\n", + " 2.52458274e-01 -7.34970969e-01 1.95856166e-01 3.58687499e-01\n", + " 3.02067538e-01 3.73115859e-01 2.29849517e-01 2.74788734e-01\n", + " -1.09763110e-01 -4.77193673e-01 3.81265645e-01 -5.27857767e-02\n", + " 1.88305672e-01 -1.73287611e-01 1.01000941e-01 -5.40946448e-02\n", + " -2.84804977e-01 -1.24669765e-01 1.12790670e-01 -1.44997507e-01\n", + " 3.17961292e-01 2.02372682e-01 4.24170594e-02 -2.49509389e-02\n", + " 3.31438024e-01 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3.28267072e-01\n", + " 4.65758278e-01 -1.63628800e-01 -5.57367696e-01 -3.27427577e-01\n", + " -8.31570977e-02 -2.27467930e-02 -2.99811311e-01 -1.23319226e-01\n", + " -3.15223099e-01 -1.40356271e-01 -1.40629324e-01 -1.23467385e-01\n", + " -7.90362408e-01 5.42048727e-01 2.17710037e-01 2.02118069e-01\n", + " 8.59453939e-02 -1.99592233e-02 2.32235823e-01 1.54436722e-01\n", + " 6.53466056e-01 -5.90792647e-01 7.87159290e-02 -3.29381900e-01\n", + " 1.52415474e-01 -6.58748442e-01 9.29622592e-02 -2.29210064e-01\n", + " 3.91578215e-01 -1.50512389e-01 1.35323836e-01 2.60255276e-01\n", + " 7.96168165e-02 -6.02411904e-02 5.52067461e-01 2.35251733e-01\n", + " 3.36991485e-01 -5.47298584e-01 -1.87030704e-01 3.83436762e-02\n", + " 5.21367311e-01 -3.18065134e-01 -2.89343817e-01 3.39230366e-02\n", + " -2.01124759e-01 -6.83703262e-01 3.18541597e-01 5.51155147e-01\n", + " 4.82538267e-01 -2.39644115e-01 4.41179754e-01 1.59865160e-01\n", + " 6.41917657e-01 -1.04112469e-01 8.74578835e-02 3.12283908e-01\n", + " -5.12793524e-03 -4.55468957e-02 1.42576408e-01 -1.55211503e-01\n", + " 5.81687126e-02 -1.10653703e-01 5.35805476e-02 -2.69338132e-01\n", + " -2.85486949e-01 4.06483436e-01 -8.11684597e-01 2.63537261e-01\n", + " 4.58653259e-01 -2.09091250e-01 -2.40408177e-01 1.85867177e-01\n", + " -3.31300439e-03 3.72158489e-01 -5.61019953e-02 1.14593896e-01\n", + " -5.01178072e-02 -3.21134775e-01 3.30668047e-01 -2.80468946e-01\n", + " 1.74894510e-01 -7.98710742e-02 1.94136829e-01 5.87561965e-01\n", + " -7.09466166e-01 2.52049952e-01 -2.29756915e-01 3.46887375e-01\n", + " -9.71405924e-02 5.13310012e-01 -3.22427825e-01 -1.57897697e-02\n", + " 1.42475276e-01 -1.94160956e-02 -6.84278624e-01 1.28727079e-01\n", + " 3.57022493e-01 2.32622262e-01 2.63479407e-01 6.29491756e-01\n", + " 3.03520590e-01 5.73196329e-01 2.84786419e-01 4.44060102e-01\n", + " 2.26646521e-01 6.40761689e-02 2.87457896e-01 1.35269460e-01\n", + " 2.63151346e-01 -4.38170720e-01 2.92797724e-01 4.04798866e-01\n", + " 3.29504244e-01 -6.46056316e-01 -3.67838688e-02 -1.00170596e-01\n", + " 3.11676090e-01 3.61079615e-01 -7.97444200e-01 -2.40714977e-01\n", + " 1.08134851e-01 6.56177862e-04 5.29981951e-01 -2.49542566e-01\n", + " 2.26456706e-02 3.38381927e-01 1.04626348e-01 -2.80188869e-01\n", + " -2.17965766e-01 2.32964326e-01 -5.84861863e-01 -1.93884438e-01\n", + " -2.94664167e-01 2.62443027e-02 -1.15911275e-01 -6.15210193e-01\n", + " 2.78346409e-01 6.16727261e-02 -2.09917574e-01 2.55329113e-01\n", + " -2.03342420e-01 -2.13362595e-01 3.56690579e-01 -2.67472111e-01\n", + " -1.21809656e-02 -7.40875811e-02 1.79222600e-01 2.61585060e-01\n", + " 7.46191362e-02 -2.94209244e-01 4.01015391e-01 2.93772943e-01\n", + " 2.62395211e-01 5.70457461e-01 -2.73675090e-01 6.46921890e-02\n", + " 8.08461698e-02 -2.96006961e-01 -1.86980816e-01 -4.47452399e-01\n", + " 2.17935469e-01 2.60402086e-01 -3.79101669e-01 7.59358545e-02\n", + " -3.17594960e-02 -3.00585371e-01 1.71697849e-01 -2.10398931e-01\n", + " 5.82740438e-02 4.02551781e-01 -7.29623084e-01 -1.70907134e-01\n", + " 2.88955176e-02 4.37238982e-01 -2.38514078e-01 -1.81658338e-01\n", + " 7.19982753e-03 -1.90987823e-01 -3.76636336e-01 3.52318033e-02\n", + " -2.71970366e-01 4.36271843e-01 3.01436286e-01 1.27997466e-01\n", + " 5.07009010e-01 4.83726655e-01 1.99269297e-01 -3.61062913e-01\n", + " -2.33719143e-01 -2.36977084e-02 -6.89361391e-02 -1.86126863e-01\n", + " 3.87929891e-01 1.48608996e-01 7.63326205e-02 2.04808359e-01\n", + " 3.42785584e-01 1.92203362e-01 1.35904485e-01 -2.83971724e-01\n", + " -1.78197837e-01 -1.37748786e-01]\n", + "Found 2126 total galaxies in catalog for cluster 33569\n", + "[-0.37351413 0.02348757 0.52942402 ... -0.10348083 -0.39138865\n", + " -0.00710725]\n", + "Found 1969 total galaxies in catalog for cluster 39996\n", + "[-0.06028599 -0.07208282 0.26710772 ... 0.09626804 -0.21497911\n", + " -0.33765771]\n", + "Found 3464 total galaxies in catalog for cluster 37007\n", + "[ 0.38627209 -0.22459263 0.15565324 ... -0.27118689 0.15528643\n", + " 0.19650853]\n", + "Found 4503 total galaxies in catalog for cluster 25937\n", + "[ 0.15255857 -0.41420091 -0.28794845 ... 0.35373825 0.02635474\n", + " -0.12560845]\n", + "Found 1258 total galaxies in catalog for cluster 24386\n", + "[ 0.21308403 0.17995079 0.06364067 ... 0.14351361 -0.0817034\n", + " -0.04722498]\n", + "Found 4662 total galaxies in catalog for cluster 44685\n", + "[ 0.17909645 -0.04613428 0.37896769 ... -0.31015379 0.1780916\n", + " 0.19298336]\n", + "Found 2258 total galaxies in catalog for cluster 48725\n", + "[ 0.14522843 0.33204951 0.31876771 ... 0.50791491 0.46593889\n", + " -0.29535285]\n", + "Found 1761 total galaxies in catalog for cluster 27260\n", + "[ 0.0761151 -0.32024336 0.46808472 ... -0.31756387 -0.55119146\n", + " -0.19373682]\n", + "Found 1011 total galaxies in catalog for cluster 35316\n", + "[ 0.18640327 0.53705982 -0.11451776 ... 0.37287635 -0.35217778\n", + " 0.13334764]\n", + "Found 872 total galaxies in catalog for cluster 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4.81344055e-01 1.17578349e-01\n", + " 1.08769351e-01 4.78628744e-01 -5.22451060e-01 7.22715842e-01\n", + " 4.03044552e-01 1.26056589e-02 -2.34733635e-01 2.39431754e-01\n", + " -3.63291860e-01 3.66730470e-01 8.76357462e-02 -2.19760375e-01\n", + " 1.12871427e-01 4.17618594e-01 7.05137693e-01 -1.43148694e-01\n", + " -8.07237684e-02 2.49535161e-01 -1.71606202e-01 1.14775496e-01\n", + " 1.71145643e-01 -2.70999556e-01 2.23968608e-01 3.21996687e-01\n", + " 2.29715389e-02 2.29874253e-01 8.11417245e-02 3.66727127e-01\n", + " 5.17390356e-03 -8.67962616e-02 -1.38204096e-01 4.35341418e-01\n", + " 1.62746199e-01 1.24966320e-01 1.60727335e-01 -3.19658396e-01\n", + " 3.62580215e-01 -2.04504228e-01 3.75598951e-02 -8.75696785e-02\n", + " -1.44965835e-02 1.99154353e-02 -6.11118336e-01 2.72242399e-01\n", + " -1.06459883e-01 4.47842919e-01 -1.06162435e-01 2.74262892e-01\n", + " 1.31396332e-01 -3.09046294e-01 -3.13549276e-01 -3.55774090e-02\n", + " 3.71373071e-01 1.79524292e-01 2.39452014e-01 -2.36873855e-01\n", + " 1.43607591e-02 -2.44501189e-01 -8.87002734e-02 8.41676553e-02\n", + " 4.00604097e-01 9.44846131e-02 -1.42034148e-01 -1.24306234e+00\n", + " -5.39121951e-01 6.87629406e-01 5.90899023e-01 1.98083278e-01\n", + " -1.19930456e-01 7.69356946e-02 3.02265812e-01 4.97242200e-01\n", + " -3.32640441e-01 3.13647103e-01 -2.44946282e-01 -2.18226879e-01]\n", + "Found 1944 total galaxies in catalog for cluster 25976\n", + "[ 0.16948451 0.06431141 -0.34554189 ... 0.10446761 0.33850757\n", + " -0.43430721]\n", + "Found 2708 total galaxies in catalog for cluster 31596\n", + "[-0.30348774 0.09203968 -0.36204751 ... 0.61680268 -0.33752974\n", + " -0.10241494]\n", + "Found 5886 total galaxies in catalog for cluster 26346\n", + "[ 0.05561808 0.24120063 0.15636305 ... -0.22045771 0.03321205\n", + " -0.2305854 ]\n", + "Found 2469 total galaxies in catalog for cluster 36608\n", + "[ 0.07550331 0.32215916 0.57709214 ... -0.1793178 -0.24484238\n", + " -0.17460524]\n", + "Found 3301 total galaxies in catalog for cluster 26938\n", + "[-0.01549692 0.36769901 0.23853037 ... -0.39527082 0.02292563\n", + " 0.12189737]\n", + "Found 1179 total galaxies in catalog for cluster 74483\n", + "[-0.2718991 0.17279882 -0.32449521 ... -0.35447292 0.16231363\n", + " 0.0805656 ]\n", + "Found 2586 total galaxies in catalog for cluster 62882\n", + "[ 0.30365894 -0.45510557 -0.34545119 ... 0.59510717 -0.32169655\n", + " 0.02876253]\n", + "Found 366 total galaxies in catalog for cluster 25770\n", + "[-4.27322232e-01 -4.34908175e-02 5.14067394e-01 6.15667160e-02\n", + " 2.46517210e-01 2.21151791e-01 -4.89204299e-01 1.68410128e-01\n", + " -4.63005026e-01 -6.25874669e-02 -7.36704076e-01 6.13131971e-01\n", + " 1.75910598e-01 3.01997998e-01 -6.77689254e-01 -3.55233591e-01\n", + " 3.48156273e-02 -3.76474539e-01 7.83869118e-01 -1.29505865e-01\n", + " -2.77977413e-02 -1.71046961e-02 -1.41827127e-01 -4.43975817e-01\n", + " 8.27320874e-02 -1.27433170e-01 -4.48919629e-01 2.97928699e-01\n", + " -6.14946162e-01 -9.70088693e-01 4.19561939e-01 -9.42305452e-02\n", + " -9.09811973e-02 -2.16608255e-02 -9.72954089e-02 3.13101625e-01\n", + " 4.01250048e-01 -5.81262680e-02 3.35590908e-01 -8.28042693e-02\n", + " -5.26399344e-01 5.07189784e-01 3.30508795e-01 1.47963214e-01\n", + " 3.41113103e-02 -2.44874898e-01 2.05402440e-01 -1.13903500e-01\n", + " -5.02343756e-02 -4.12513333e-01 5.95112176e-01 2.19771619e-01\n", + " -1.64441106e-01 -2.32962518e-01 3.19206252e-01 2.04177802e-01\n", + " -2.09092612e-01 1.70933125e-01 1.06731489e-01 -4.25066285e-01\n", + " 9.36440234e-02 -6.98003213e-02 5.02121535e-01 4.48491877e-01\n", + " -6.30123230e-01 -1.57984491e-02 3.51279317e-01 4.10182259e-01\n", + " -1.67735418e-01 -1.52754002e-01 2.32908387e-01 2.72885945e-01\n", + " -1.84773198e-02 9.16554208e-02 2.14638641e-01 -6.36800479e-02\n", + " 4.04769090e-01 3.82163311e-01 -1.64864311e-01 -2.81442735e-01\n", + " 4.00245135e-01 -1.05439804e-01 3.07950478e-01 3.92617839e-01\n", + " -2.21155175e-01 2.58217971e-02 -1.60617174e-01 -3.62641573e-01\n", + " -2.02201773e-01 -5.23003024e-01 -4.69363182e-01 -2.12971778e-01\n", + " 4.11449933e-01 8.61852050e-01 -3.85246843e-02 7.04565645e-01\n", + " 1.28378413e-01 1.09392835e-01 -3.61593529e-04 1.65948077e-01\n", + " 1.68806790e-01 -1.49755939e-01 7.97544515e-02 -4.91776882e-01\n", + " 1.57058270e-01 -4.41529475e-01 -2.27649865e-01 -2.81616061e-01\n", + " 1.48257957e-02 1.91344412e-01 -9.00267161e-02 4.69245294e-01\n", + " 4.60795587e-01 1.91084844e-01 3.25838351e-01 -1.84348907e-01\n", + " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 6.43455376e-01\n", + " 8.92077520e-01 3.78667492e-01 1.34675543e-01 -2.24836948e-02\n", + " 1.67849483e-02 -2.16277538e-01 -3.55998451e-01 6.10233813e-02\n", + " 3.23551838e-01 1.44231623e-01 1.77551073e-01 4.51919328e-01\n", + " 2.56864166e-01 -3.83640502e-01 5.03447246e-01 -3.60317725e-02\n", + " -4.45667010e-01 3.16429235e-01 2.37750321e-01 -4.02255918e-02\n", + " -2.64538883e-01 3.89001426e-01 1.63128644e-01 -1.90722214e-01\n", + " -6.85477067e-01 -7.59474616e-02 2.85965345e-02 5.84547369e-01\n", + " -4.41565648e-02 7.42410418e-01 1.11784473e-01 6.40624707e-02\n", + " 7.25335713e-02 1.05882320e-01 1.50964811e-01 -1.91715449e-01\n", + " -2.21760215e-01 -2.38011883e-01 -3.29796741e-01 1.82142126e-01\n", + " -4.58948597e-01 1.40518883e-01 3.45958654e-01 2.76733216e-02\n", + " 3.78272541e-01 -3.66702231e-01 3.14235245e-01 -6.44813568e-01\n", + " 3.13887020e-01 -5.48768420e-01 -6.57137326e-01 4.10180845e-01\n", + " -2.02916495e-01 -1.18225964e-01 4.47155907e-01 -1.70064320e-01\n", + " 1.76169510e-01 7.79430637e-02 1.64106636e-01 -1.39640884e-01\n", + " 4.76925319e-01 -3.12867628e-01 4.46280837e-01 -8.30031681e-02\n", + " 9.02436712e-01 3.66215373e-01 1.87097363e-01 3.15404456e-01\n", + " -1.31552618e-01 6.95177438e-02 -1.85364571e-01 -2.37913069e-01\n", + " 1.80419303e-01 1.25604109e-01 -9.40787740e-02 3.45453050e-02\n", + " 3.55714498e-02 1.02214659e-01 2.60877238e-01 -4.06828321e-01\n", + " -4.82828005e-01 -4.21699356e-01 -5.79843153e-02 -5.33231782e-01\n", + " -6.06881203e-01 -1.54148185e-01 -4.53423573e-01 1.82586513e-01\n", + " 3.24583906e-01 1.28148378e-01 1.48273071e-01 -7.63012630e-02\n", + " -1.12353225e-01 6.23454460e-01 2.68454749e-01 6.12457604e-02\n", + " -2.65204358e-01 5.21016153e-01 2.53301935e-01 1.13705916e-01\n", + " 3.26544604e-01 9.57337068e-02 -1.96723565e-01 1.77497572e-01\n", + " 6.30646998e-01 -6.16361464e-01 -3.60828235e-01 -2.16997095e-01\n", + " 6.02805029e-02 -1.78062594e-01 8.83939594e-01 -5.62649383e-03\n", + " -1.90147348e-01 -6.22845711e-03 1.81426154e-01 -5.09076462e-01\n", + " -3.26504306e-02 1.53897684e-01 -1.06749021e-01 1.12395634e-01\n", + " -4.52290653e-01 -1.57005018e-01 3.16444946e-01 1.72774737e-01\n", + " 1.32641671e-01 2.10704056e-01 4.97270897e-01 1.30694624e-01\n", + " -1.95519326e-01 5.77082875e-01 1.53097004e-01 4.24219394e-01\n", + " 1.18114939e-01 6.13826435e-01 -1.19190672e-01 3.42579961e-01\n", + " 2.79693380e-02 4.30041106e-01 -2.00754053e-01 1.85581878e-01\n", + " 8.81828990e-01 -6.96006321e-02 -1.92992731e-01 -1.63170751e-01\n", + " -4.26747605e-01 4.58676166e-01 2.73779905e-01 3.26465671e-01\n", + " 5.65702395e-01 3.64146983e-01 4.32664481e-03 1.46442039e-01\n", + " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 1.21635446e-01\n", + " -3.03953974e-01 -3.99959162e-02 -6.35618152e-02 4.03769617e-01\n", + " 6.40653189e-01 -2.79839529e-01 5.60052860e-01 -9.15486862e-02\n", + " 2.88833893e-01 -1.39830638e-01 4.53173098e-02 -5.93483633e-01\n", + " -7.98640823e-02 4.42927244e-01 4.20834992e-01 2.30519585e-01\n", + " 1.41631569e-01 2.38740218e-01 -4.03073904e-01 2.38504962e-01\n", + " -2.96972464e-01 3.75628555e-01 1.64928114e-01 -5.82286397e-01\n", + " -5.00183940e-01 -2.48979505e-01 1.35235637e-01 -5.48880900e-01\n", + " -2.00139891e-02 2.17586759e-01 7.85697628e-02 -1.69908104e-01\n", + " -2.86917179e-01 -1.12520669e-01 -2.65171252e-01 4.02800011e-01\n", + " -3.00967283e-01 -8.53949853e-02 -3.27979672e-01 4.86011804e-01\n", + " -2.22472349e-01 2.89966859e-01 -6.28608058e-02 3.03264546e-02\n", + " 1.06658993e-01 -3.64765937e-01 3.68821088e-01 1.27140838e-01\n", + " 2.88691176e-01 5.36294966e-01 -7.24772123e-02 -7.13623093e-02\n", + " -2.41665116e-01 2.85443306e-01 -7.34435429e-02 -3.90029088e-02\n", + " -3.89026477e-02 -3.45806406e-01 -1.81013938e-01 1.20839908e-01\n", + " 4.69103570e-03 5.51888705e-01 3.17256583e-01 2.34881948e-01\n", + " 2.45479109e-01 -4.25617434e-01 2.79994447e-01 -1.01110578e-01\n", + " -1.15281670e-01 3.27655680e-02 2.41635690e-01 2.09977810e-02\n", + " -1.21703341e-01 -1.86967666e-01 4.91194154e-02 2.67296366e-01\n", + " -2.88306372e-01 1.58132581e-01 -2.71979857e-01 -7.77341820e-02\n", + " -2.06746701e-01 7.05876209e-01 1.26001441e-01 -1.04908896e-02\n", + " 1.00788115e-01 3.48352080e-01 2.94070682e-01 -4.04799042e-01\n", + " 3.31596837e-01 -9.40579929e-03]\n", + "Found 280 total galaxies in catalog for cluster 59302\n", + "[-0.2986062 0.22664667 0.39975389 -0.12622183 -0.30215194 0.27752927\n", + " 0.3776747 -0.3404986 -0.19415891 -0.04363727 -0.30838742 -0.28738742\n", + " 0.24023964 -0.10309753 -0.05795284 -0.10356654 -0.02946413 -0.1126654\n", + " 0.06988115 0.28158928 -0.20842448 -0.33730091 -0.01762769 0.43168148\n", + " 0.21386653 0.01602169 0.32854664 0.29035691 0.18012505 -0.30059596\n", + " 0.53010665 0.19503184 0.45022495 -0.16050412 -0.39278575 0.19610757\n", + " 0.4619246 0.15183532 0.50665203 0.09905482 0.16835089 0.28341029\n", + " -0.10651477 -0.06035347 -0.00200049 0.2864748 0.03218005 -0.09160233\n", + " 0.65309771 -0.47907369 0.25008195 -0.06133854 0.480196 -0.02978087\n", + " -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452 0.11134908\n", + " 0.24047602 -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705\n", + " 0.26278817 0.27993593 -0.02997445 0.42350423 -0.26590064 -0.01091568\n", + " 0.02584536 -0.22658026 0.17817805 -0.24329167 -0.17270076 -0.37587737\n", + " 0.55370774 -0.30051643 -0.85348321 -0.01928962 -0.26784695 0.40589241\n", + " 0.11081399 -0.40672256 0.33227331 0.44904955 0.31097719 0.0998535\n", + " 0.30327284 0.51225527 -0.03873786 0.32373473 -0.14305066 -0.2526311\n", + " 0.13302719 -0.00270377 0.45220135 0.20014768 -0.06265121 -0.14409919\n", + " 0.16573367 0.18805569 -0.3882322 0.04009703 -0.52955455 -0.03315316\n", + " -0.32243813 0.15925049 0.16027228 -0.09159386 0.04198187 0.25566216\n", + " -0.09855049 -0.03437923 0.36345961 -0.06419938 -0.35727209 -0.30940367\n", + " 0.2886936 0.61783619 -0.24275999 0.71624778 0.09743434 0.22820985\n", + " -0.30212772 0.03913842 -0.01436338 0.61247789 -0.03800425 -0.29828439\n", + " 0.67662641 -0.37694474 -0.35434536 -0.27358333 0.60517956 -0.22413163\n", + " 0.38183595 0.28543688 0.46177017 0.1140784 -0.59196988 0.5698269\n", + " -0.54949149 0.27892862 0.01372189 0.42709648 0.44531959 -0.01771833\n", + " -0.42291197 0.00604222 0.23991114 -0.0730514 0.08619012 0.0759593\n", + " 0.40233924 -0.67544697 -0.27618368 0.47662885 0.80014144 0.0331896\n", + " 0.84118728 -0.00860522 -0.19407331 -0.66630301 0.6073306 -0.17733756\n", + " -0.05078984 -0.74783914 -0.28950767 -0.10484004 -0.3158421 -0.75437396\n", + " -0.29700701 -0.06707425 0.24155822 0.40440298 -0.36403539 -0.17369476\n", + " 0.60337631 0.20819399 -0.23068501 0.09346703 -0.61638529 0.12911278\n", + " -0.07429038 -0.0996342 0.79708566 -0.06800888 -0.09954179 0.20449139\n", + " -0.06275295 -0.01737246 -0.13441127 -0.42624492 0.40878183 0.17816298\n", + " -0.59018023 -0.05265709 0.30820818 -0.33900044 0.36769866 0.02101731\n", + " 0.31823153 -0.15866534 -0.28665125 0.02369362 0.1739338 -0.27525552\n", + " -0.07408034 0.00206934 -0.2232127 -0.24671479 0.20660264 -0.09038704\n", + " 0.47563459 0.24916695 0.12540593 -0.57230805 0.08829456 0.29437735\n", + " -0.36513035 0.52602136 -0.03275276 0.17764793 -0.12380013 -0.24961409\n", + " -0.08062807 0.13297211 -0.18790088 0.15100134 0.05093718 -0.24053852\n", + " 0.20661209 -0.40599494 0.39353552 -0.80693118 -0.08068194 0.31418108\n", + " -0.08447529 -0.19196005 0.20718918 -0.13036097 0.05919465 0.19814096\n", + " 0.07135281 0.21768126 0.26770758 0.6012541 0.22159095 -0.52321125\n", + " -0.04816206 -0.22052851 0.15482333 -0.10586041 -0.22419676 -0.24407898\n", + " 0.09987012 0.66201625 0.06799898 0.18451241 0.38248772 -0.55454228\n", + " -0.64649552 0.13287805 0.25907102 -0.02901425 -0.21811736 -0.10841417\n", + " -0.36082228 -0.03256143 0.56831397 0.02105735 -0.48431863 0.44250774\n", + " 0.24748163 0.70702928 0.2749094 -0.20379784]\n", + "Found 776 total galaxies in catalog for cluster 53335\n", + "[-2.83870452e-01 -1.36456870e-01 -3.54751394e-01 2.17147355e-01\n", + " -2.71902507e-01 -8.31518849e-01 1.04325543e-01 4.59107975e-02\n", + " -7.58816059e-03 -4.73250806e-01 4.20004272e-01 5.88350222e-01\n", + " 1.88772767e-01 2.47700215e-01 -5.10638254e-01 4.71724139e-01\n", + " -1.99004272e-02 -1.26155060e-01 -9.12737976e-02 -2.69993681e-02\n", + " -9.35025358e-02 -2.75462818e-01 9.01820361e-02 3.22515528e-01\n", + " 7.48911547e-02 -4.08302868e-03 5.61169246e-01 4.15968500e-02\n", + " -4.44437007e-01 1.80650741e-01 -1.40999611e-01 -6.29368570e-01\n", + " 2.94373808e-01 1.47114260e-01 2.06811135e-02 3.53487888e-01\n", + " 5.25948545e-01 -4.46629166e-01 2.41300290e-01 2.44781890e-01\n", + " -7.52754212e-02 1.11432458e-01 4.05849466e-01 -8.24180363e-02\n", + " -1.24153489e-01 4.56957815e-02 3.86570024e-01 4.60145768e-01\n", + " -8.86290697e-02 5.02234597e-02 -4.66140250e-02 1.84461762e-01\n", + " 4.67958774e-02 6.18201598e-02 5.61510058e-01 -8.72525263e-02\n", + " -2.03495960e-01 1.55886280e-01 -6.59796756e-02 -9.76271171e-02\n", + " 1.92854195e-01 8.28465223e-02 -1.70253375e-01 3.50050844e-01\n", + " 9.57544805e-02 5.13963879e-01 -1.19991302e-01 -5.40253823e-01\n", + " -3.74929703e-01 -2.01005342e-03 -1.15805451e-01 1.11523140e-02\n", + " -7.00244365e-01 4.00867143e-01 2.18834299e-01 3.54487801e-01\n", + " -4.36107462e-01 1.31887913e-01 2.06079535e-01 2.24827088e-01\n", + " -1.24998442e-01 -5.13850486e-02 -2.29468150e-01 5.24477861e-01\n", + " 4.45806916e-01 -3.78653688e-01 -2.58454650e-01 1.32457285e-01\n", + " -1.52447492e-01 2.44223207e-01 3.06869089e-01 -1.19521620e-01\n", + " -2.70070933e-01 -1.52117179e-01 2.04893343e-02 1.49492164e-02\n", + " -5.31152337e-02 4.35773218e-01 3.09824236e-01 1.16518284e-01\n", + " 4.04627981e-01 -1.86107927e-01 -4.54123181e-01 -2.51650191e-01\n", + " -1.94068266e-01 -5.06466179e-01 -3.55102835e-01 1.82459213e-01\n", + " -7.74293176e-01 2.88877345e-01 6.23329476e-01 -4.72980879e-01\n", + " -6.45072497e-01 -4.15184838e-01 1.30452978e-01 6.00201618e-01\n", + " -2.05256226e-01 -2.44183184e-02 -2.13451901e-01 -1.26487686e-01\n", + " 4.93032664e-03 -1.03877426e-01 -1.58823414e-01 -7.22466791e-02\n", + " -6.50289331e-01 -3.91019754e-01 -3.60533906e-01 4.23004933e-02\n", + " -7.83755586e-03 -9.54170624e-02 -3.11975441e-01 4.40032946e-01\n", + " 3.53902969e-01 3.81327521e-01 7.39334988e-02 -2.07533800e-01\n", + " -4.31761841e-01 3.77176578e-01 -3.54674110e-01 3.92015862e-02\n", + " 3.90901668e-02 -4.34015121e-01 -3.61443035e-01 2.95480131e-01\n", + " 8.67792103e-01 7.65608530e-03 -2.10842537e-01 3.10153031e-01\n", + " 8.41695231e-02 -3.52867467e-02 -1.17033270e-01 -2.84864103e-01\n", + " -8.39905581e-03 -4.96023060e-01 4.03911731e-01 1.84189557e-01\n", + " -1.17791430e-01 -4.03933113e-01 4.89518256e-01 -4.18786147e-02\n", + " -9.63352169e-02 -1.89674275e-01 -8.63762716e-02 1.46298666e-03\n", + " -4.96172711e-01 -2.99758459e-01 1.89834598e-01 -2.84497592e-01\n", + " 9.50337280e-02 5.73287086e-01 -1.63121542e-01 -7.52668505e-02\n", + " -4.90969413e-01 -6.40920060e-01 6.64644077e-02 2.12949684e-01\n", + " 4.99725203e-02 1.82451014e-01 2.34733076e-01 -3.56583483e-01\n", + " -2.00156504e-01 -2.63656093e-01 -4.14783150e-02 -4.96191107e-01\n", + " -4.83772708e-01 -1.22066712e-01 -4.43495838e-01 7.34220193e-01\n", + " -4.09558064e-02 3.16667687e-01 -2.97107224e-01 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+ " -3.05187066e-01 1.89059100e-01 4.04892598e-02 5.45769179e-01\n", + " 1.74672724e-01 3.17097614e-03 1.67365296e-02 4.18368858e-01\n", + " -2.25813512e-01 4.27672525e-01 -5.07148051e-01 3.17828371e-02\n", + " -2.33426793e-01 2.90284166e-01 -2.42638186e-01 -6.64107512e-01\n", + " 1.87751983e-01 1.95437511e-01 3.71213761e-01 3.84316648e-02\n", + " 2.45334238e-01 -4.11173489e-02 2.97774945e-01 -9.01474130e-02\n", + " -8.08294424e-01 -4.84933512e-03 -3.63954962e-01 -6.32485882e-02\n", + " -1.66230691e-01 -1.42301685e-02 2.75751344e-01 -4.53530786e-01\n", + " 6.24390516e-02 -5.28229159e-01 -2.51068498e-02 2.62274096e-01\n", + " 3.99811222e-01 -3.84394051e-01 2.76183137e-01 -5.07579329e-02\n", + " -1.50714515e-01 8.60582529e-01 -2.13733108e-01 1.80442983e-01\n", + " 8.72330474e-01 -8.65311643e-01 8.72135929e-02 9.11366089e-02\n", + " 1.38683524e-01 2.33423560e-01 1.99388297e-01 -2.03310165e-01\n", + " 2.37349605e-01 -1.48856928e-01 5.03082029e-02 -1.93782012e-01\n", + " 4.35112113e-01 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2.81281160e-01 -4.99897648e-03\n", + " 1.77467714e-02 -6.73937651e-01 9.71555819e-02 2.94580225e-01\n", + " 3.98851359e-01 3.01055575e-01 4.26478972e-01 2.30613154e-01\n", + " -2.96073124e-01 -3.30592736e-01 -4.53871267e-01 2.10033632e-02\n", + " -5.39253893e-01 -4.35814328e-01 3.05213215e-01 -1.82808551e-01\n", + " 2.01982091e-01 -3.52917316e-01 -2.66812251e-01 1.70619544e-01\n", + " -7.74856207e-02 5.96316611e-02 3.08596809e-01 -2.82792244e-02\n", + " -1.12932130e-01 -1.23930876e-01 -5.90375122e-01 -7.05904447e-04\n", + " -2.21347080e-01 -4.94818723e-01 -2.09490138e-01 -1.68015138e-01\n", + " -1.00648676e-01 3.07244369e-01 -5.10881842e-01 -4.22798538e-02\n", + " -1.48375381e-01 -4.18262903e-02 -1.13376058e-02 8.20097754e-02\n", + " -1.26190982e-01 2.49763350e-01 3.32151539e-02 -4.36243077e-02\n", + " 1.90098241e-01 -5.61304771e-01 4.39586034e-01 -1.77834857e-01\n", + " 1.43926201e-01 -5.38574758e-01 9.96622141e-02 2.72412669e-01\n", + " 2.06973786e-01 2.96815414e-01 -1.89925293e-01 -2.49364635e-01\n", + " 3.95077230e-01 -6.79980785e-02 -6.02420531e-01 2.69588776e-01\n", + " 2.51546344e-01 -2.57938976e-01 -2.15764895e-01 -1.69950236e-01\n", + " 1.31386743e-01 -8.58587455e-03 -7.24043485e-01 1.26758351e-01\n", + " -1.74257706e-01 1.08987744e-01 -1.05131464e-01 1.70547973e-01\n", + " -2.97372335e-01 2.86052722e-02 5.74972549e-02 1.18096273e-03\n", + " -1.89673001e-01 4.13645686e-01 7.50074471e-01 1.86876578e-01\n", + " 8.88953331e-03 -5.80835755e-01 1.33397255e-01 -7.01470669e-01\n", + " 2.90281672e-01 5.81079115e-02 4.95492245e-01 -2.30227544e-01\n", + " -4.40855949e-01 3.24207883e-01 -1.13461742e-01 6.21489826e-02\n", + " -3.49380812e-01 -6.42823129e-01 -4.62074552e-03 -2.51712257e-01\n", + " -1.41516177e-02 -6.80556909e-01 -3.98102613e-01 -2.63198253e-01\n", + " 1.27027328e-01 2.38318603e-01 1.40192544e-01 -5.54556588e-02\n", + " 2.72453861e-01 6.42231513e-01 5.12767982e-01 3.26020424e-01\n", + " 3.06715497e-01 4.72642455e-02 -1.60128274e-01 5.57110277e-01\n", + " 2.24457193e-01 4.89565536e-01 -3.36492253e-01 6.77616156e-02\n", + " 3.99992523e-01 -2.34126366e-02 -3.28589105e-01 1.63019688e-01\n", + " -2.02422749e-01 1.98869481e-01 1.23725809e-01 -1.53740139e-01\n", + " -6.52328676e-02 5.98330677e-02 3.62998394e-01 -1.60064973e-01]\n", + "Found 342 total galaxies in catalog for cluster 23919\n", + "[ 0.03651466 -0.01096026 0.12396253 -0.67574603 0.07217746 -0.03137626\n", + " -0.0154225 -0.01571789 0.13618 -0.07570062 0.1468875 -0.00337805\n", + " -0.26416685 0.31341018 -0.32332261 -0.03682592 0.24881178 0.48193868\n", + " 0.55677087 -0.13673744 0.18162376 0.23516638 -0.15974848 0.50507131\n", + " -0.16842553 -0.36559228 0.35691667 -0.11737901 -0.03088783 0.36945849\n", + " -0.03296386 0.27045981 -0.17083122 0.57905337 -0.16811476 -0.24536759\n", + " 0.17563156 -0.51882429 0.54796535 0.36702951 -0.03305139 -0.29938306\n", + " 0.24666374 -0.26059049 -0.40194113 0.05363485 -0.42064794 0.25846292\n", + " 0.3158825 0.31503543 0.04285797 0.01715342 0.48224437 0.31247498\n", + " 0.23528162 0.19287401 0.22407797 -0.09521306 -0.26592796 0.0159345\n", + " 0.16482414 -0.12455205 -0.17363124 -0.12624995 0.00774572 -0.15011615\n", + " -0.25669981 0.33046589 0.04646972 -0.41321822 0.19846803 0.30457221\n", + " 0.26880455 -0.24443343 0.26462624 0.09802294 -0.27934742 -0.24813451\n", + " -0.1038089 -0.17407233 -0.1357572 -0.22279143 0.62151837 0.14040624\n", + " -0.39178739 -0.06974326 -0.21775526 -0.12145945 0.03929337 0.40115417\n", + " -0.20885793 0.36400086 0.06911724 0.24800738 0.63177148 0.24512457\n", + " 0.06923844 0.60299029 0.92168809 -0.05246236 -0.03793163 0.2327579\n", + " 0.57613398 -0.60338251 0.64228548 0.163319 -0.33302765 0.24699469\n", + " 0.57794745 0.0769984 -0.64854777 -0.11819762 0.0825584 -0.68989586\n", + " -0.39800672 -0.28688198 0.08959641 0.37496431 0.03267451 -0.03626854\n", + " 0.66895208 0.02084908 -0.13302464 0.08404406 -0.12209359 0.07580335\n", + " -0.54194646 -0.10537856 0.23207184 -0.33009405 0.16602371 -0.14528322\n", + " 0.08814695 0.02692141 -0.22717738 0.29312155 0.03169106 -0.37850925\n", + " -0.96972929 -0.69906135 -0.16757993 -1.16554568 -0.02768771 0.0984049\n", + " -0.008351 0.37936293 0.07285989 -0.33086749 0.10667991 0.28928865\n", + " 0.16435684 0.43675097 -0.02744864 0.30338843 0.23683424 0.1639101\n", + " -0.42172913 0.41916186 0.01059184 0.15262541 0.30200822 0.10761263\n", + " -0.01315018 0.42217096 -0.14628685 0.43709345 0.12743708 -0.12596542\n", + " 0.01148059 -0.25940291 -0.20549329 -0.65601167 0.0383893 -0.18863133\n", + " -0.16125279 0.15500542 -0.02493328 -0.03937855 -0.32354619 0.06244496\n", + " -0.7242212 0.28211052 0.01518493 0.02458992 0.0173808 -0.17213258\n", + " -0.65849899 -0.18007537 0.13222437 0.27584967 0.11122492 0.45639188\n", + " 0.09227934 0.01207415 -1.03386157 -0.12508781 -0.11559139 -0.30489727\n", + " -0.06070515 0.37662402 0.01200431 0.16377634 -0.22834648 -0.03555507\n", + " 0.07434661 0.35390775 0.39980551 0.53166748 -0.48854273 0.64344851\n", + " 0.30923244 -0.17724273 0.12208251 0.07305774 0.29605881 0.46759256\n", + " -0.19042925 0.15274539 -0.28146841 0.40313481 -0.26664505 0.18703075\n", + " -0.27093978 0.00206705 0.02464274 0.02622771 -0.75350409 0.14566271\n", + " -0.62761893 -0.16484988 0.45704265 -0.15625091 -0.31012937 0.01059889\n", + " -0.095052 -0.78735462 0.22261218 0.09176416 -0.00853241 -0.2824816\n", + " 0.22655706 0.22307276 -0.12556315 -0.32116172 0.12720971 -0.05862351\n", + " -0.07360443 -0.19161929 0.14454081 -0.14590513 -0.16936557 0.10942471\n", + " -0.16290826 0.14315601 0.28275523 0.46549752 -0.17435402 0.21776753\n", + " 0.11437224 -0.00270693 0.1284497 0.06974001 -0.23662094 0.4287342\n", + " -0.15800028 0.22056944 -0.06705657 -0.04460179 -0.13232011 0.31135155\n", + " -0.22967838 0.26119682 -0.17533461 -0.213255 0.51336482 0.16537795\n", + " -0.0076319 -0.05056839 -0.4992866 0.12211112 -0.15709384 0.34398197\n", + " 0.21522543 0.48967573 0.33638084 0.2532189 -0.37305236 -0.32609351\n", + " -0.69128545 -0.25375511 0.30780513 -0.29322295 0.21782793 0.04516952\n", + " 0.10087848 0.16876318 0.47917662 -0.52159836 -0.03191187 0.25361115\n", + " 0.37019499 0.20844455 -0.15902566 0.22067945 0.3116296 0.53172693\n", + " -0.18807856 -0.41394663 0.58188854 -0.08450069 -0.03070363 -0.21407295\n", + " 0.0486959 0.56070825 -0.55004416 0.01893399 -0.16948103 0.58437723\n", + " -0.05953231 -0.17798649 -0.2556028 -0.27393947 -0.20933228 0.2352751\n", + " 0.11086296 0.22643693 -0.54081692 0.16632677 0.19466141 -0.34681023\n", + " -0.04544485 -0.03882068 -0.1676313 0.3880703 -0.258135 0.08445718\n", + " 0.22554332 -0.23130677 0.2420669 -0.32067861 -0.05947053 -0.17588707]\n", + "Found 3197 total galaxies in catalog for cluster 16567\n", + "[-0.00449705 0.0651439 -0.37710386 ... 0.19403952 -0.06819804\n", + " -0.23963409]\n", + "Found 2110 total galaxies in catalog for cluster 41321\n", + "[-0.12854613 0.01516148 -0.13310956 ... -0.44806283 0.29884597\n", + " -0.10618633]\n", + "Found 368 total galaxies in catalog for cluster 52141\n", + "[ 1.76573584e-01 -2.11709354e-01 -4.39894207e-02 3.99955541e-01\n", + " 5.06073131e-01 -2.14312395e-01 1.88405183e-01 -6.75392550e-02\n", + " -5.42930168e-01 1.45877827e-01 -3.18527251e-01 -2.39124296e-01\n", + " -2.60443169e-02 -3.41942925e-01 6.75762328e-02 2.69208860e-02\n", + " 5.06164927e-01 4.22286302e-01 -4.47950607e-01 1.04814307e-01\n", + " 1.05671753e-01 -5.08023728e-01 -1.19670979e-01 -4.95713988e-01\n", + " -4.01079839e-01 2.72165692e-01 3.03695499e-01 3.04229787e-02\n", + " 7.83777238e-01 -1.68025288e-01 -4.45785829e-04 3.44253346e-01\n", + " 4.06504364e-01 5.58541331e-02 1.27670392e-01 -7.36346918e-02\n", + " 2.28174396e-01 1.36142626e-01 -6.70859943e-01 -3.95838471e-01\n", + " -3.55548755e-01 2.42555342e-01 -3.26156510e-01 3.19772616e-01\n", + " -1.71853424e-01 3.69741594e-01 4.48260320e-01 2.08966993e-01\n", + " 1.47276121e-01 -2.49765184e-02 2.81429573e-01 -5.04443253e-01\n", + " 3.22468786e-02 -1.20213714e-01 3.90996537e-02 -3.24868357e-01\n", + " -5.65610526e-01 -7.18614632e-02 1.60088601e-01 2.54974970e-01\n", + " 3.06238952e-01 2.46850353e-01 -4.05759401e-01 3.21466387e-01\n", + " -3.44532398e-01 -8.45532610e-01 7.52261888e-01 1.46993891e-01\n", + " 4.39272836e-01 3.83418215e-02 2.21435828e-01 8.43150265e-02\n", + " 3.56467827e-01 -3.68136933e-01 -7.03601685e-02 -5.25949364e-02\n", + " 4.60290106e-02 -3.07137468e-01 -5.91419841e-01 3.67746179e-01\n", + " 6.41436508e-01 2.69599338e-01 -4.20281201e-01 6.01530416e-01\n", + " -8.93230406e-02 -6.29284498e-01 -7.07203418e-02 -1.65197997e-02\n", + " 2.32431636e-01 -2.59173134e-01 -4.75228539e-01 4.10994596e-01\n", + " 4.54437776e-01 -4.84688226e-02 2.55751180e-01 2.97365063e-01\n", + " -3.21251547e-01 -1.49166815e-01 2.59918226e-01 2.66794776e-01\n", + " -7.53377817e-02 -1.77192423e-01 2.91327257e-01 -6.49560716e-02\n", + " -1.40637158e-01 1.51580103e-01 -1.11294362e-01 -4.79902598e-01\n", + " -5.32804466e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", + " 3.37617138e-01 2.10275109e-01 1.13373106e-01 -1.72347369e-01\n", + " -3.07277145e-01 -8.08659138e-03 -4.39120922e-02 -3.59081903e-01\n", + " 5.41263940e-01 -2.24767777e-01 -2.74104920e-01 3.15899278e-01\n", + " 1.68199478e-01 4.25376954e-01 -1.69133381e-01 1.26618447e-01\n", + " -4.12192081e-01 -5.15084398e-02 -2.74536077e-01 5.33813975e-01\n", + " 1.99366444e-01 2.27249070e-01 5.89844484e-05 3.69576867e-02\n", + " -2.80343072e-01 -1.92630740e-01 -3.60694621e-02 -9.15579191e-03\n", + " 2.03596589e-01 2.21979030e-01 -1.72218659e-01 -1.71294601e-01\n", + " 2.01169475e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", + " 2.44491648e-01 -6.15047486e-01 -2.22251264e-01 -2.75015978e-01\n", + " 4.24332834e-02 6.93559676e-02 -3.14343380e-01 -3.17186023e-01\n", + " 3.66805243e-01 4.35436847e-01 3.64999399e-01 5.21674957e-01\n", + " -1.09780796e-01 1.71711468e-01 -2.61131575e-01 -1.85419220e-01\n", + " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", + " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", + " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 4.07569854e-01\n", + " -6.81787137e-01 1.51448017e-01 1.92799165e-01 -5.36218516e-02\n", + " 1.51585816e-02 2.47051692e-01 1.57805245e-01 8.69978425e-01\n", + " 1.50474125e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", + " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", + " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", + " 2.85040776e-01 3.61266601e-01 2.66090586e-01 -3.63512642e-01\n", + " 5.53708965e-01 -2.58505495e-01 8.81540401e-02 4.12258734e-01\n", + " 3.14216105e-01 5.12472600e-01 1.30278866e-01 -3.49224746e-01\n", + " 2.50176959e-01 1.26971845e-01 -4.68310967e-01 8.30235627e-02\n", + " 2.55160227e-01 3.91974675e-01 6.60360475e-02 2.13747953e-01\n", + " -3.99561572e-01 -6.92255788e-01 -1.63728374e-01 -2.64852749e-01\n", + " 8.85174463e-02 1.45715178e-01 4.33591824e-01 -1.48419932e-01\n", + " -2.19191275e-01 3.43360432e-01 -1.49166803e-01 -1.92958706e-01\n", + " 6.01020545e-01 3.18672384e-01 1.14239570e-01 -6.82628325e-01\n", + " -2.01464524e-02 1.17934940e-01 5.20799015e-02 -5.63030219e-02\n", + " -4.18572846e-02 -1.19843045e-01 -1.32498725e-01 -5.16175287e-01\n", + " -2.08620502e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", + " -4.72948073e-02 -1.10361259e-02 1.43326133e-01 -1.22872076e-01\n", + " 2.81384844e-02 -6.17441379e-02 2.07384936e-02 -2.68485521e-01\n", + " -6.19279247e-01 -4.69556275e-01 4.86223519e-01 2.39302038e-01\n", + " -2.64225472e-01 3.83943560e-01 -2.32054052e-02 2.61769392e-01\n", + " 9.53702369e-02 1.15801699e-01 2.62527831e-01 5.33537373e-01\n", + " 3.86966321e-01 5.98052266e-01 -1.44101762e-01 -2.64781860e-01\n", + " -7.28654454e-02 1.45391825e-02 -4.03742133e-01 -2.84926016e-01\n", + " 5.93798655e-01 -3.87015998e-01 -6.48773592e-01 -1.79526154e-01\n", + " -5.57228790e-01 2.79462845e-01 -2.63385536e-01 8.29324204e-01\n", + " 2.37231522e-01 2.32178988e-01 5.93353305e-02 1.07422990e-01\n", + " -4.36701546e-01 4.13344377e-01 -1.58888932e-01 -3.59229758e-01\n", + " 1.92005679e-01 5.30034150e-01 1.84776971e-01 5.34225310e-01\n", + " -2.83676563e-01 9.46973462e-02 -1.88493048e-02 5.11022267e-02\n", + " -2.72804223e-01 -3.92417402e-01 2.97974353e-01 -2.38287635e-01\n", + " -4.40224282e-01 3.87510820e-01 -1.68653818e-02 4.49051852e-01\n", + " 3.09895989e-02 -5.60514154e-01 6.66893407e-02 3.60311484e-01\n", + " 5.01229527e-01 -1.73918874e-01 -3.12989690e-02 -4.43385814e-02\n", + " 3.86676960e-01 7.02721924e-02 2.15791283e-01 -1.29450525e-01\n", + " 2.84363258e-01 -1.72157576e-01 -4.75289657e-01 -3.99899556e-02\n", + " 2.85052401e-01 4.00064410e-01 2.64690433e-01 2.88702001e-01\n", + " 5.18483573e-01 2.31732992e-01 -1.12145639e-02 2.82768153e-01\n", + " -3.13070992e-01 -2.02829395e-02 -4.10482925e-01 -4.90912408e-01\n", + " 1.88549415e-01 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", + " 3.27943543e-01 4.72754813e-01 5.27695197e-01 3.45805666e-01\n", + " -3.39501383e-01 5.66649855e-01 -5.75334459e-02 -2.96172387e-02\n", + " 2.21192724e-01 -1.84772811e-01 5.22038995e-03 -2.29602658e-01\n", + " 6.60662368e-02 -2.03033035e-01 -3.73395307e-01 4.38873624e-01\n", + " -3.32695498e-01 1.77603802e-01 -1.93081677e-01 2.64282618e-01\n", + " 1.03604566e-01 -8.12307426e-02 -1.18179006e-01 -2.28505654e-01\n", + " -3.73452490e-01 4.22849655e-01 -5.04497049e-02 3.64099114e-01\n", + " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02]\n", + "Found 2288 total galaxies in catalog for cluster 52451\n", + "[-0.13209758 0.0736214 0.33589134 ... 0.25934962 0.09085065\n", + " 0.10740707]\n", + "Found 1273 total galaxies in catalog for cluster 51057\n", + "[-0.38221749 0.1280364 0.17863892 ... 0.13367647 0.25004617\n", + " -0.19426954]\n", + "Found 1986 total galaxies in catalog for cluster 14210\n", + "[ 0.24048008 -0.05902931 -0.09103139 ... -0.36407469 -0.20407521\n", + " 0.18379 ]\n", + "Found 2256 total galaxies in catalog for cluster 33410\n", + "[-0.01401261 -0.22932664 -0.05822006 ... 0.27072032 -0.12259029\n", + " 0.14518521]\n", + "Found 2978 total galaxies in catalog for cluster 78132\n", + "[-0.14598296 0.27784246 -0.46251806 ... -0.48841203 0.08179974\n", + " 0.18975939]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 217785\n", + "Collecting data for cluster 0\n", + "Found 3503 total galaxies in catalog for cluster 11\n", + "[-0.46894501 0.21234604 0.15384049 ... -0.21345346 -0.05996671\n", + " -0.00186678]\n", + "Found 2869 total galaxies in catalog for cluster 827\n", + "[-0.83105266 0.73586329 -0.12015571 ... -0.03010575 -0.18791063\n", + " 0.12969504]\n", + "Found 2818 total galaxies in catalog for cluster 1985\n", + "[ 0.10982955 0.74258166 -0.20974111 ... 0.09168737 -0.13255294\n", + " -0.10016861]\n", + "Found 2814 total galaxies in catalog for cluster 1632\n", + "[-0.45336503 0.70844801 -0.0196757 ... -0.12308222 -0.19418091\n", + " 0.28766027]\n", + "Found 1036 total galaxies in catalog for cluster 2453\n", + "[-0.59842277 0.41662538 0.32757642 ... 0.30890187 0.06828403\n", + " 0.13663829]\n", + "Found 4238 total galaxies in catalog for cluster 2678\n", + "[-0.04944476 0.23847099 -0.19688224 ... 0.0433305 0.13221218\n", + " 0.29595606]\n", + "Found 1483 total galaxies in catalog for cluster 4643\n", + "[ 0.19870635 0.0079706 -0.15774231 ... -0.13958574 0.41243912\n", + " -0.04089339]\n", + "Found 512 total galaxies in catalog for cluster 5084\n", + "[-3.79249159e-01 -7.79456004e-02 -4.05801589e-01 -4.24695385e-01\n", + " -1.62907038e-01 -1.58753545e-01 -3.80213185e-01 -1.52181027e-01\n", + " 6.85212546e-01 -2.41711156e-01 1.16971189e-01 -1.43820342e-01\n", + " -3.38266504e-02 -1.30087909e-01 1.47622073e-01 9.57327119e-02\n", + " 3.59357488e-01 1.08728260e-01 2.30732370e-01 -1.38099116e-01\n", + " 4.22881547e-01 -2.89080147e-01 -1.90606925e-01 -1.32605134e-02\n", + " 1.55531875e-02 2.50475094e-02 -1.73658264e-01 -1.14198945e-01\n", + " 3.26775861e-02 2.36877186e-01 -3.20701810e-01 -4.07534182e-01\n", + " -2.21034700e-01 -6.39130046e-03 5.50086584e-02 -1.92154005e-01\n", + " -3.62141840e-01 6.25997584e-01 1.93082200e-01 5.71751661e-01\n", + " -1.74151294e-02 -3.85076434e-01 -7.26875513e-01 -1.75333704e-01\n", + " -3.56256463e-01 5.25026133e-01 -1.16256083e-01 -4.08053404e-01\n", + " -7.28589216e-02 1.09285800e-01 -2.09505562e-01 2.76449322e-01\n", + " -4.91533690e-01 6.24267121e-01 1.60333586e-01 -2.90248822e-01\n", + " 5.39066797e-01 1.04507924e-01 1.68911491e-02 3.97358062e-01\n", + " -1.97623521e-01 -7.70226524e-01 -1.75455926e-01 7.81269200e-01\n", + " 7.24775745e-02 6.16389104e-02 -2.19551476e-01 4.84690658e-01\n", + " -6.88065790e-01 1.78996028e-01 4.31870234e-02 -4.68699800e-01\n", + " 1.73166708e-01 -4.57980800e-01 -2.48080261e-01 -1.41406445e-01\n", + " -4.55982984e-01 1.57224119e-01 -4.71807793e-01 -3.17637998e-01\n", + " 2.26257519e-01 -9.45709997e-02 -3.01690042e-03 -4.07980198e-01\n", + " 4.60001466e-01 -3.89256204e-01 -2.03312326e-01 1.78372232e-01\n", + " -3.04356571e-01 1.03382041e-01 4.46435735e-02 2.40148534e-01\n", + " -3.92302301e-02 1.45326676e-01 -1.31821919e-01 8.45070358e-02\n", + " -2.59272131e-02 1.33446821e-01 1.65287421e-01 -2.26173708e-01\n", + " 1.38112076e-01 -2.19222568e-01 4.25331268e-01 2.37434228e-02\n", + " -3.57984103e-01 2.60814927e-01 3.79748662e-01 -4.00331194e-01\n", + " 6.14597651e-01 -5.47977270e-02 3.59620673e-02 -2.02796629e-01\n", + " 1.66130905e-01 -5.49235864e-01 3.19543843e-01 9.21335528e-02\n", + " 1.46926551e-01 -6.67909348e-02 -4.23320774e-01 -1.64015693e-01\n", + " -1.12478452e-01 -2.75086160e-01 2.46787870e-02 -9.95385648e-03\n", + " 3.05052898e-01 3.10067940e-01 -1.29480062e-01 -2.12562020e-01\n", + " 2.74164980e-02 1.18417103e-01 -2.46595484e-01 -4.05997368e-01\n", + " -3.76965127e-01 2.45974827e-01 4.03863682e-01 -4.37001882e-01\n", + " -5.35912658e-02 -4.61291645e-02 1.45608726e-01 4.96587977e-01\n", + " -3.06926098e-01 1.54046652e-01 3.02200378e-01 2.74611698e-01\n", + " 4.16625231e-01 3.09929852e-01 -2.57144536e-02 -4.25180263e-01\n", + " 2.58998249e-01 8.70866103e-02 -5.61520750e-02 -3.72600966e-01\n", + " -2.20110599e-01 3.91117541e-01 1.01155650e+00 -2.49952081e-01\n", + " -7.87495036e-01 1.14527579e-01 -3.18329441e-01 -4.06177832e-01\n", + " -1.40983736e-01 -2.12709095e-01 -1.63442356e-01 1.64190250e-02\n", + " -4.23152613e-02 -4.75211301e-01 -4.67576762e-01 8.73215546e-01\n", + " -5.24446465e-02 -4.49454230e-02 1.75413827e-01 -3.87697280e-01\n", + " -3.11153784e-01 -9.16355756e-02 -2.53828980e-01 -2.02970231e-01\n", + " 9.43511590e-02 -8.55865651e-02 1.37997492e-01 5.66496152e-02\n", + " 1.25548488e-01 3.38083856e-01 1.62138491e-02 -3.75458875e-01\n", + " -4.93728889e-01 -3.03406806e-02 7.02484380e-02 4.37050450e-01\n", + " 1.55305551e-01 -2.29634656e-02 3.41289263e-01 4.64600535e-01\n", + " 3.46893137e-01 -5.31281480e-02 5.80596741e-02 -2.84357856e-01\n", + " -2.60309105e-01 4.38757998e-01 1.51538528e-01 5.14132258e-01\n", + " -7.19689865e-01 1.44005404e-01 -6.98776477e-01 -3.76214204e-01\n", + " -7.50887429e-01 2.32044348e-01 -2.17163972e-01 6.75915989e-02\n", + " -4.79005474e-02 -4.59664892e-02 -2.78625289e-01 6.01424788e-02\n", + " -2.16583760e-01 3.20886344e-01 -2.09171490e-01 -3.56819378e-01\n", + " -3.13842042e-01 -6.07224384e-01 4.11068836e-02 -7.21504009e-02\n", + " 3.54852963e-01 1.98449377e-01 2.78822517e-01 2.68000368e-01\n", + " 6.39077517e-02 1.36162742e-01 3.72321232e-01 1.78389330e-01\n", + " 2.72371191e-01 -4.72046424e-02 -3.75539124e-01 -4.22202131e-01\n", + " 5.82151954e-03 1.42913288e-01 -1.28853730e-01 4.07332479e-01\n", + " 4.02467514e-01 3.85543667e-01 -1.46583777e-01 -3.84879714e-02\n", + " 4.95558728e-02 -3.36141069e-02 2.21575844e-01 2.94067854e-02\n", + " 4.37368916e-02 5.31750374e-01 3.76894064e-01 -7.33256145e-01\n", + " 2.80552065e-01 1.26999069e-02 -9.15370020e-02 4.37651894e-01\n", + " 5.51336330e-01 -5.84638558e-02 -1.77556456e-01 1.35149355e-01\n", + " 3.71873747e-01 1.50638590e-01 -2.46923295e-01 -5.42995676e-02\n", + " 7.33579889e-02 -2.76522499e-01 1.94850239e-01 -3.10186007e-02\n", + " 5.11894775e-01 2.48914200e-01 2.90069853e-01 2.43786833e-01\n", + " -2.21957977e-01 -3.79876845e-01 -4.17938886e-01 -4.35857063e-01\n", + " -3.00832185e-01 -1.66662536e-01 3.50899277e-01 -2.48849545e-01\n", + " 1.60765631e-01 2.89341349e-01 3.78738242e-01 7.28364858e-01\n", + " 4.89075533e-01 9.41403098e-02 6.50845781e-01 4.92144522e-01\n", + " -5.14491825e-01 1.96776272e-01 -3.92456033e-01 -3.12739375e-01\n", + " 4.78353393e-02 3.81281564e-01 1.79141204e-01 -1.18905625e-01\n", + " 1.57082584e-01 -7.11108729e-02 -9.35422845e-02 2.57736460e-02\n", + " 2.23269710e-01 -2.70371794e-01 -1.82125797e-02 -5.01066478e-03\n", + " 3.91599852e-02 1.76437932e-01 -1.98499722e-01 4.46411076e-01\n", + " -4.97375521e-01 1.45414465e-01 6.98212549e-01 1.32938958e-01\n", + " -4.17745629e-01 -2.37421952e-01 -2.76193859e-01 4.11548559e-01\n", + " -2.57052686e-01 4.20045710e-01 -1.84829238e-04 -6.16561530e-02\n", + " -7.45820660e-02 -1.07402284e-01 2.31963865e-01 -2.19749184e-01\n", + " -2.58661252e-01 -4.25170604e-01 1.21232431e-01 -3.66304480e-01\n", + " -2.54579868e-01 1.71067627e-01 6.28024821e-02 3.74327772e-01\n", + " 2.21031821e-01 -4.39139300e-01 -2.41899971e-01 -1.04931321e-01\n", + " 3.10146578e-02 -2.15971833e-01 -3.55309872e-01 9.31908745e-02\n", + " -2.70404894e-01 -1.60378560e-01 -3.02519448e-01 4.29649159e-01\n", + " -7.43939879e-02 1.28062934e-02 -3.72914817e-01 -7.10489879e-01\n", + " 1.75745537e-01 1.71459024e-01 3.15460516e-01 -4.00781562e-01\n", + " 1.08231139e-01 -3.75898754e-01 -2.09798354e-01 7.23602737e-02\n", + " -4.60441398e-02 -4.66075989e-02 8.55185948e-02 -1.02879716e-01\n", + " -1.01946021e-01 4.80831484e-01 3.18733264e-01 1.26461528e-01\n", + " -3.83259795e-01 -1.40131936e-01 1.61764094e-01 5.95859993e-01\n", + " -2.58975371e-01 2.73857326e-01 6.97762860e-01 -7.24202330e-02\n", + " 2.50961929e-01 3.60665067e-01 -1.09193545e-01 4.70464305e-02\n", + " 1.91754640e-01 3.09546130e-01 1.92740501e-01 -2.37012077e-01\n", + " -3.45150181e-01 1.25793618e-01 -3.77941715e-01 -6.43234382e-01\n", + " -3.88443681e-01 4.86310610e-01 -1.44849879e-01 -1.82411161e-01\n", + " 6.31256499e-02 -3.12206834e-01 1.08989997e-01 3.78744933e-01\n", + " 2.11914332e-01 -2.55485219e-01 7.90971073e-02 -4.38778900e-01\n", + " 3.09717916e-01 1.07674088e-01 7.15640442e-02 -2.20005363e-01\n", + " 1.86233778e-01 1.57594242e-01 -5.49978708e-01 -5.43704716e-01\n", + " -8.57259446e-02 -1.64934448e-01 -2.74520939e-01 -2.02993943e-02\n", + " 7.35590364e-02 7.10864251e-01 5.59782957e-01 2.11974456e-01\n", + " -1.65616043e-01 2.24164320e-02 2.73375665e-01 -2.73927666e-01\n", + " 7.49276376e-01 3.04509036e-01 -5.09006569e-01 3.13396887e-02\n", + " 1.58114345e-01 3.05607651e-01 -9.98561558e-02 -1.18606292e-01\n", + " 2.31204037e-01 7.02210195e-03 1.16546138e-01 9.40329727e-02\n", + " -3.79381049e-01 -8.11568623e-01 2.10422878e-01 -4.60731889e-01\n", + " 1.67108858e-01 1.42134383e-01 1.66875418e-01 1.76288853e-01\n", + " -1.19712535e-01 -3.26199704e-01 6.17202248e-01 6.42596248e-01\n", + " -4.26982049e-01 1.09653473e-01 -5.10213437e-01 8.16888943e-01\n", + " 4.75966006e-01 -3.17088001e-01 2.49429427e-01 -5.03402979e-02\n", + " 4.73276945e-01 1.33577481e-01 -2.00959719e-01 2.23646478e-01\n", + " -2.97066021e-01 -2.03389643e-01 9.28284332e-02 4.75347732e-01\n", + " -1.43418764e-01 2.16754127e-01 2.92765947e-01 8.77097399e-01\n", + " -2.04647716e-01 2.53571744e-01 -4.41379757e-01 8.88948648e-02\n", + " 2.88300346e-01 -3.49411361e-02 -1.26158389e-01 9.46956176e-02\n", + " 3.02131682e-01 6.76765264e-01 -7.17393264e-02 6.11922238e-02\n", + " -1.08114201e-01 -1.32098585e-01 -4.03291400e-02 4.42197008e-01\n", + " -9.44680999e-03 -9.42583770e-02 -2.16921466e-01 -1.27462729e-01\n", + " 4.76500323e-02 5.29794733e-01 -1.69220906e-01 -1.09586010e-02\n", + " -1.80302034e-02 1.95989394e-01 -6.49247932e-01 4.63890833e-01\n", + " -4.01196227e-01 6.31330186e-01 -3.65760377e-01 8.97985021e-02\n", + " -6.51515375e-01 -1.63606894e-01 -3.97424722e-01 -1.24041710e-01\n", + " 4.45830897e-01 -2.63756644e-01 2.19538873e-01 -7.29674936e-01\n", + " -1.57821976e-01 2.65275089e-01 4.49538296e-01 1.71701804e-03\n", + " 4.37742787e-01 3.88566983e-01 -2.74062505e-01 -1.11673469e-01\n", + " 6.47164632e-02 -5.20015373e-02 3.66372437e-01 -1.03052721e-01\n", + " -3.94095992e-01 -3.34988030e-01 4.36940390e-01 3.25774463e-01]\n", + "Found 2115 total galaxies in catalog for cluster 4434\n", + "[-0.1846518 -0.13869452 0.35082421 ... 0.00815364 0.22759973\n", + " -0.33323614]\n", + "Found 2031 total galaxies in catalog for cluster 3939\n", + "[ 0.57271278 -0.05361408 -0.19370542 ... -0.02715269 0.01194859\n", + " -0.14176997]\n", + "Found 4680 total galaxies in catalog for cluster 6139\n", + "[-0.18902135 0.01427802 -0.1919366 ... 0.24056515 0.06383957\n", + " 0.17788326]\n", + "Found 1457 total galaxies in catalog for cluster 4709\n", + "[ 0.50881643 -0.03780881 -0.37321073 ... -0.05748262 -0.2746567\n", + " -0.23447674]\n", + "Found 4468 total galaxies in catalog for cluster 7121\n", + "[-0.10727189 0.34338639 -0.38368821 ... -0.11123612 -0.19040646\n", + " 0.2689072 ]\n", + "Found 3759 total galaxies in catalog for cluster 8547\n", + "[ 0.30614401 0.22411091 0.18860074 ... -0.07828026 -0.13924719\n", + " 0.21569544]\n", + "Found 1031 total galaxies in catalog for cluster 8685\n", + "[-0.18104093 -0.10184904 0.29612165 ... 0.39745233 -0.19683878\n", + " 0.27066223]\n", + "Found 745 total galaxies in catalog for cluster 8995\n", + "[ 3.08158963e-01 2.70568626e-01 3.87612654e-01 -3.76266087e-01\n", + " 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1.17188936e-01\n", + " -4.20124014e-02 1.11281421e-01 -3.43654385e-01 1.58612076e-01\n", + " -6.32979220e-02 -2.78009013e-01 -6.28139722e-02 1.03954374e-02\n", + " 1.51957080e-01 -4.70842357e-01 -3.15001411e-02 -3.83562691e-01\n", + " -1.42533124e-01 4.05715110e-01 8.24525578e-02 -1.17538069e-01\n", + " 4.29729918e-01 -1.24977205e-01 1.09414254e-01 2.04030112e-01\n", + " -4.41978072e-02 2.63685735e-01 2.37859877e-01 8.24478614e-02\n", + " -2.35943124e-01 7.73947399e-01 -2.36636603e-01 -6.84217737e-02\n", + " 4.26753597e-03 -6.62605635e-03 2.77686450e-01 -1.50279363e-01\n", + " -3.47156206e-01 -1.98301875e-01 -4.54353278e-02 4.86491597e-03\n", + " -1.12876583e-01 -2.14292420e-02 6.59429929e-02 6.66459448e-01\n", + " 1.03260525e-01 1.78244575e-01 3.49071666e-01 1.17602045e-01\n", + " -8.34461144e-02 -5.22054260e-03 -2.00819963e-01 2.03555974e-01\n", + " 4.59756860e-01 -9.06438821e-02 2.68825527e-01 1.43538273e-01\n", + " 1.62676506e-01 -3.01967853e-01 5.04821211e-01 7.98825433e-01\n", + 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-7.60864100e-02\n", + " 2.63163880e-01 5.24392665e-01 2.44971327e-01 -6.54118446e-01\n", + " -4.67309214e-02 -1.79379069e-01 -8.06544746e-01 1.25637103e-01\n", + " 6.79575102e-03 -4.89369198e-01 4.77185926e-01 -4.57267111e-01\n", + " 3.97344578e-02 -1.85276005e-01 2.83132625e-01 5.18393307e-01\n", + " -1.48984464e-01 -2.83684688e-01 1.57907959e-01 -2.05136890e-01\n", + " -9.31138964e-02 2.60864508e-01 1.20772740e-02 9.51411001e-02\n", + " -6.50405852e-01 4.72701599e-01 -1.49399754e-01 -2.58855180e-01\n", + " -2.77712408e-01 -3.57869741e-01 -2.84689330e-01 -4.75673586e-02\n", + " -3.27153270e-02 -1.31215527e-01 -1.06190087e-01 -3.56486853e-01\n", + " 2.26018927e-02 -5.70611920e-03 -7.60134474e-02 2.08974024e-01\n", + " 1.33053473e-01 2.33994609e-01 -1.23118907e-01 4.01599579e-02\n", + " -5.54569774e-02 2.65926987e-01 4.79736231e-01 -2.23639553e-01\n", + " 6.79203311e-01 2.16631154e-01 -2.40383484e-01 -3.44826994e-01\n", + " -5.46990430e-01 -4.01361463e-01 -4.04041013e-01 3.40752876e-01\n", + " 4.20398994e-02]\n", + "Found 4269 total galaxies in catalog for cluster 7698\n", + "[-0.14774703 0.28167431 -0.42778098 ... 0.32263902 -0.19401332\n", + " 0.31214739]\n", + "Found 6780 total galaxies in catalog for cluster 10999\n", + "[-0.46873341 0.36886957 -0.58622857 ... 0.18868981 0.13158685\n", + " 0.21428358]\n", + "Found 831 total galaxies in catalog for cluster 9029\n", + "[-4.97725422e-02 -2.38960480e-01 -6.86735013e-02 1.37914256e-01\n", + " -2.26398985e-01 1.91298745e-01 -5.06826011e-01 -3.54651210e-01\n", + " -4.13685570e-01 -2.11484534e-01 -4.76152810e-01 -5.69374445e-02\n", + " -4.88438315e-02 1.97321778e-01 2.17077144e-01 1.55975563e-01\n", + " 7.26688522e-02 3.03316815e-01 -4.24796570e-01 -5.57893214e-01\n", + " -2.65892210e-01 -4.28802091e-01 8.26407277e-01 -1.91579775e-01\n", + " -4.89112168e-01 -1.00273857e-01 -3.66814383e-01 -3.54092088e-02\n", + " -1.60788793e-01 1.32108500e-01 4.29251573e-01 -3.39308173e-01\n", + " -2.41658876e-01 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" -1.01310513e-01 -3.97415780e-01 -1.04808691e-01 -2.68127291e-01\n", + " -1.70005395e-01 -3.24136749e-01 2.28728751e-01 4.37929254e-02\n", + " -1.74189700e-01 5.53721920e-02 -4.15685304e-01 -6.61879229e-01\n", + " -2.96617046e-02 6.25411188e-01 -6.35462713e-03 1.93930054e-01\n", + " 7.33597460e-02 4.19857445e-01 -2.69471112e-01 4.41897142e-01\n", + " -4.76988971e-02 7.99761405e-02 5.13621798e-02 2.38034419e-02\n", + " 3.89994801e-01 -1.84342369e-01 2.39745652e-01 -6.15469213e-01\n", + " 5.34694043e-01 1.16787350e-02 7.84430118e-01 1.86545650e-01\n", + " -6.64954295e-02 -9.44291411e-01 2.01881683e-01 5.01964029e-01\n", + " -4.82644361e-01 -2.91995175e-01 1.64620138e-01 -2.58179138e-01\n", + " 9.84825313e-02 3.32375728e-01 2.37610452e-01 -1.20591043e-01\n", + " 1.62508437e-02 -7.59802895e-02 -2.93419184e-01 -2.91265480e-02\n", + " 5.08725783e-02 -3.66451992e-01 -4.06150114e-01 -5.78053213e-02\n", + " 5.95774750e-02 -3.80518771e-01 -1.60286504e-01 1.25884259e-01\n", + " -2.92094585e-01 6.49729970e-02 1.05918589e-02 -3.26913968e-01\n", + " -1.52939338e-01 3.48179842e-02 -2.14374454e-01 -3.94903051e-01\n", + " -6.89100208e-01 -1.62053276e-01 -8.40230649e-02 -2.86055087e-01\n", + " -1.56999343e-01 -2.39062734e-01 -9.97385410e-02 -5.26972270e-01\n", + " 3.06280237e-01 -2.34862571e-02 -1.70384338e-01 3.85263266e-02\n", + " -9.20845310e-02 3.00294105e-01 3.70398161e-01 -3.49810095e-02\n", + " 5.37747089e-02 3.05801367e-01 4.17998729e-02 -1.40231135e-01\n", + " -5.32885042e-01 1.76529313e-01 -5.39931554e-02 -6.91612874e-01\n", + " 1.48671825e-01 4.09979072e-01 -5.68138740e-01 5.10021195e-01\n", + " 1.80048345e-01 4.31271375e-01 3.54595603e-01 -5.58351845e-01\n", + " -3.27433551e-01 -8.44585023e-02 -3.24923384e-01 -3.40475597e-01\n", + " 3.21913949e-01 -2.30165806e-01 -6.24065540e-01 1.89868892e-01\n", + " 6.61643625e-01 -6.86541919e-02 -1.49178469e-01 -9.73483405e-02\n", + " 3.50181599e-01 7.73163118e-02 1.19592462e-01 -3.71580825e-01\n", + " 3.10530120e-01 -3.09221480e-02 1.55374830e-01 3.63531259e-01\n", + " -2.70013621e-01 1.16541386e-01 -3.01372355e-01 -2.53031577e-02\n", + " 2.78172553e-01 1.27727098e-01 6.02846538e-01 -2.98019758e-01\n", + " -1.78227268e-02 3.38736068e-01 -3.76479760e-01 -4.66699806e-01\n", + " -1.27682081e-02 8.48514222e-01 1.49508369e-01 -2.57670876e-01\n", + " -2.14845738e-01 -6.34556435e-01 8.58314433e-01 6.52098948e-02\n", + " 1.39648125e-01 -1.92434736e-01 5.67079089e-02 5.33178096e-01\n", + " -8.16693464e-02 3.54361522e-01 1.13130283e-01 2.01561415e-01\n", + " 5.67705544e-01 2.34909075e-01 3.37040009e-01 2.11125951e-03\n", + " -5.79056644e-01 -8.05615761e-01 3.80749324e-03 1.79402056e-01\n", + " -6.89013938e-01 -6.47444466e-01 2.38468929e-02 2.28866046e-01\n", + " 5.22604334e-01 -2.27797663e-01 3.95223443e-01 -1.68548306e-01\n", + " 2.13992803e-01 -4.06040138e-01 8.87018243e-02 1.69904911e-01\n", + " -5.34238546e-02 -1.95606198e-01 3.54914225e-02 -8.61091580e-03\n", + " 2.52866234e-02 -8.13602289e-02 6.12617985e-01 3.05008327e-01\n", + " -5.47597869e-01 1.29633167e-01 3.61343160e-01 3.84640599e-01\n", + " 4.15128660e-01 -4.05349826e-01 8.34041968e-01 -4.68712872e-02\n", + " 1.79569838e-01 -9.02364836e-01 3.56571502e-01 -1.89308254e-01\n", + " -3.08862801e-01 7.22911848e-01 -5.33045760e-01 -3.01539749e-01\n", + " -2.55782143e-01 5.54151355e-01 3.45419453e-01 1.68374278e-01\n", + " 1.12057580e-02 -4.69314458e-01 1.88621892e-01 4.42102130e-01\n", + " 2.03948316e-01 -2.83988951e-01 5.55001943e-01 5.51562340e-01\n", + " -8.15029530e-02 -8.03180476e-01 -5.98538067e-01 1.80550467e-01\n", + " -3.57778874e-01 -6.53895653e-01 1.51779907e-01 -1.91332232e-01\n", + " -4.79293391e-03 5.06628694e-03 -2.34497412e-01 2.38219018e-01\n", + " -7.21630732e-01 4.32887759e-01 -2.37747769e-01 -1.39775356e-01\n", + " 4.08474106e-01 2.41492902e-01 -6.97883299e-02 -4.55783533e-02\n", + " -4.17340905e-01 -7.88811106e-02 2.96968092e-01 -3.45716594e-02\n", + " 1.15080715e-01 -5.26629036e-01 7.88578472e-04 1.92762476e-01\n", + " 2.11396652e-01 -3.77559319e-02 -5.66788156e-01 -6.07904490e-02\n", + " 7.18739916e-02 3.04117555e-01 3.06851580e-01 -5.57684126e-01\n", + " -2.45527865e-01 3.57084794e-01 -1.54249404e-01 -4.95959436e-01\n", + " 9.09541379e-02 1.13891207e-01 -6.08020179e-02 5.53326080e-01\n", + " -8.72721548e-01 -1.72063026e-01 -4.50398414e-01 -4.50525332e-01\n", + " 1.80359844e-01 -1.67439132e-01 -5.27899598e-01 1.85130460e-01\n", + " 4.21103136e-01 -2.91521638e-01 -2.34790039e-01 -5.84158441e-02\n", + " -3.10577509e-01 1.71174344e-01 -3.97837879e-01 -6.32269297e-02\n", + " -4.26283322e-01 3.21516813e-01 1.27482513e-01 -8.26279493e-01\n", + " -3.33629128e-02 -9.21794906e-02 -1.79883636e-01 -2.40510761e-01\n", + " 1.09026804e-01 -1.44224723e-02 1.76417338e-01 -9.07719219e-02\n", + " 4.29747403e-01 2.15340885e-03 3.33254827e-01 -4.20279299e-01\n", + " 3.07010850e-01 -1.34669836e-01 7.41518819e-02 2.17619523e-01\n", + " 3.61970543e-01 4.61377388e-02 -5.60169970e-01 -2.47433750e-02\n", + " -4.99929360e-01 2.74864015e-01 -6.72725132e-02 2.94256452e-01\n", + " 3.12799837e-01 4.33854084e-01 -7.90227281e-03 2.01770049e-01\n", + " -5.29453206e-01 -6.52938836e-02 1.64779103e-01 -1.77815699e-01\n", + " -3.56104322e-01 1.23174357e-01 2.37077990e-01 3.45435536e-01\n", + " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", + " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", + " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", + " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", + " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", + " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", + " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", + " 2.15040365e-01 -3.51315978e-03 -2.34448201e-01 -1.07617714e-01\n", + " -3.47731079e-02 5.06018595e-01 -2.11127871e-01 -1.15676847e-01\n", + " -1.46181994e-02 -4.82762255e-01 8.97443206e-02 2.73606483e-01\n", + " -1.20962695e-01 -4.05863975e-01 3.49338539e-01 3.02930902e-01\n", + " 1.95592302e-01 -1.01607911e-01 8.66495572e-02 -3.52617755e-01\n", + " 4.16492360e-01 -2.17308396e-01 1.49310404e-01 5.40482797e-01\n", + " 1.02148560e-01 -2.98040772e-01 7.24516983e-01 -2.63083828e-01\n", + " 4.19480852e-01 2.13964556e-02 2.25236053e-01 2.79928140e-01\n", + " -8.33573495e-02 2.99391130e-01 -3.60134339e-01 1.95560597e-01\n", + " 5.16679399e-01 1.22654385e-01 -2.47236627e-01 8.55998526e-02\n", + " -9.20237527e-02 -6.42795672e-01 9.24697146e-02 -4.41475383e-01\n", + " 7.97829943e-01 7.59651097e-02 -5.09166463e-01 -1.49146099e-01\n", + " 2.13837717e-01 -2.32478001e-01 -2.88470512e-01 -1.67085231e-01\n", + " -6.37889354e-01 -4.92501583e-01 1.07631899e-02 9.35109345e-02\n", + " -4.92878398e-01 -2.22395487e-02 1.97407687e-01 4.44801273e-01\n", + " -3.93147733e-02 -4.56590309e-01 -1.21305481e-01 2.60257724e-01\n", + " 4.01241031e-01 5.92750278e-01 5.05908731e-01 1.94652895e-01\n", + " 1.33434463e-01 4.11270730e-01 -1.93693251e-01]\n", + "Found 1497 total galaxies in catalog for cluster 9429\n", + "[-0.24377041 -0.15982066 -0.31670849 ... -0.20835101 -0.24890121\n", + " 0.07124926]\n", + "Found 2438 total galaxies in catalog for cluster 10146\n", + "[-0.49033583 -0.25226827 -0.15399442 ... 0.18863975 -0.23954712\n", + " -0.31784094]\n", + "Found 3389 total galaxies in catalog for cluster 14476\n", + "[-0.58077888 -0.6129815 0.06780588 ... -0.32809431 0.07547414\n", + " -0.20172479]\n", + "Found 0 total galaxies in catalog for cluster 8395\n", + "[]\n", + "Found 5129 total galaxies in catalog for cluster 16657\n", + "[ 0.32878727 0.57787372 -0.18646609 ... -0.27555603 -0.23492938\n", + " 0.12734837]\n", + "Found 3824 total galaxies in catalog for cluster 13039\n", + "[-0.15678686 0.25666629 -0.42336934 ... 0.4031683 -0.22883061\n", + " 0.24806771]\n", + "Found 3113 total galaxies in catalog for cluster 15382\n", + "[ 0.61791087 -0.11386178 -0.06035778 ... 0.00927588 0.09306607\n", + " -0.13378937]\n", + "Found 1856 total galaxies in catalog for cluster 17011\n", + "[ 0.19937101 -0.21214132 -0.25984545 ... -0.08740959 -0.07087565\n", + " 0.2199447 ]\n", + "Found 7041 total galaxies in catalog for cluster 8523\n", + "[ 0.46240308 0.59430692 -0.20745806 ... 0.08804989 -0.12540515\n", + " 0.20523453]\n", + "Found 1266 total galaxies in catalog for cluster 11300\n", + "[ 0.51677812 -0.02031883 -0.24758894 ... 0.61638037 -0.24263329\n", + " -0.00500442]\n", + "Found 6914 total galaxies in catalog for cluster 17462\n", + "[-0.46898861 0.45649662 0.59495044 ... -0.00881185 0.10644044\n", + " -0.12822077]\n", + "Found 1779 total galaxies in catalog for cluster 13025\n", + "[-0.27277944 -0.15978372 -0.2573599 ... -0.00270624 0.19862907\n", + " -0.30636958]\n", + "Found 2475 total galaxies in catalog for cluster 21385\n", + "[ 0.05356844 0.07100849 0.24670627 ... 0.20833703 -0.11583338\n", + " -0.31267003]\n", + "Found 3190 total galaxies in catalog for cluster 20888\n", + "[ 0.81515586 -0.74129456 -0.27364445 ... 0.07390696 0.12357484\n", + " -0.32799586]\n", + "Found 4280 total galaxies in catalog for cluster 21815\n", + "[ 0.19995821 -0.13635579 0.11484649 ... 0.12949039 0.1622572\n", + " 0.30548736]\n", + "Found 1241 total galaxies in catalog for cluster 7594\n", + "[-0.37646813 -0.03512557 -0.48517606 ... 0.23430754 0.26393841\n", + " 0.32812388]\n", + "Found 753 total galaxies in catalog for cluster 21425\n", + "[-2.14730346e-02 3.72320963e-02 -4.69937987e-01 3.56908188e-01\n", + " 3.23929643e-01 1.00949529e-01 -1.73055845e-03 2.42679699e-02\n", + " -7.57985576e-01 -2.36185647e-02 -2.17171173e-01 3.91267059e-02\n", + " 2.37333346e-01 1.10722807e-01 2.90436475e-01 2.59170815e-01\n", + " -2.09241221e-01 7.51996584e-01 -6.35466612e-01 -3.15648792e-02\n", + " 1.00201903e-01 5.11008411e-01 5.63212885e-02 8.34542869e-01\n", + " -6.90312071e-02 4.85535690e-01 -1.71913978e-01 -7.73137799e-01\n", + " 3.95415553e-01 5.98015116e-01 1.84866416e-01 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2.44295035e-01 -3.72189656e-01\n", + " 1.50583218e-01 6.44133738e-01 -7.42761081e-02 5.77180832e-02\n", + " 3.47013234e-01 8.52566707e-02 1.36812004e-01 -2.43475602e-01\n", + " 9.81345316e-02 -3.11432537e-01 2.34047827e-02 1.78658575e-01\n", + " 3.37169040e-01 3.38104847e-01 -2.11655441e-01 -4.76683746e-01\n", + " 3.10359091e-01 -4.48167325e-01 -2.00168364e-01 -1.29246213e-01\n", + " 1.69423505e-01 -2.51332101e-01 -4.34083039e-01 -2.60292061e-01\n", + " -3.96783467e-01 -2.74031482e-01 1.98083700e-01 6.93449663e-03\n", + " 4.17899755e-01 1.34025700e-01 7.01712748e-01 9.25855945e-02\n", + " 3.69987967e-01 6.58963053e-01 -5.14522204e-02 1.98612424e-01\n", + " 2.52645861e-01 -3.26468329e-02 -2.82858885e-01 -7.26745616e-02\n", + " 8.97302543e-01 -8.59791991e-02 2.54262184e-02 9.11943012e-03\n", + " 1.12794212e+00 -3.56711394e-01 2.48765761e-01 -3.34527341e-01\n", + " -8.94415005e-02 -2.46987592e-01 -2.17223408e-01 4.53311593e-01\n", + " -4.48197612e-02 3.78434491e-01 2.38495946e-01 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-2.50646659e-02 5.38281036e-02\n", + " -3.70078349e-01 -4.98649573e-02 3.65295809e-03 -2.43811584e-02\n", + " 2.48094869e-02 1.54640396e-01 -1.89190086e-01 -4.20411416e-01\n", + " -3.84812679e-01 1.21379845e-01 3.40997852e-01 -2.05457007e-01\n", + " -1.93979390e-01 -3.15641153e-01 -1.36726896e-01 -7.06730971e-01\n", + " -7.78676286e-02 -4.27216230e-02 6.71071197e-01 -5.92032747e-01\n", + " 4.16830577e-01 4.30056026e-01 -1.06662130e-01 -4.12076323e-01\n", + " -2.58331298e-01 -1.06590390e-01 -1.49229180e-02 -6.82247958e-02\n", + " 3.35356332e-02 -2.11735883e-01 6.19095729e-01 -2.13278409e-01\n", + " -5.35523824e-01 -1.02510339e-01 4.78752107e-01 -7.73580831e-03\n", + " -1.98055337e-01 1.17988559e-02 -1.13519810e-01 -1.69763187e-01\n", + " -1.34824615e-01 -4.71346570e-02 3.76638446e-01 -1.00872329e-01\n", + " 2.06587876e-03 3.18427225e-01 -1.01843301e-01 5.50168823e-01\n", + " 1.47322490e-01 2.76277276e-01 -1.88947627e-01 1.93816513e-01\n", + " -5.13166220e-01 -7.89300878e-02 -2.15285934e-01 -4.12935874e-01\n", + " 8.03767313e-02 3.27134462e-01 -6.86702572e-01 1.46493799e-02\n", + " 1.43721164e-01 -6.94486117e-01 -3.58745414e-01 3.90702906e-02\n", + " -7.63379287e-03 5.23832249e-01 -2.69761525e-01 4.67668884e-02\n", + " 2.80930973e-01 3.81216292e-01 -2.44370568e-01 -4.93537252e-01\n", + " 2.91291021e-01 7.62016561e-02 -4.03541176e-01 -8.00642754e-02\n", + " 4.07941914e-01 -5.03968960e-02 2.23878665e-01 4.16582077e-01\n", + " 1.02777755e-01 -5.51856869e-02 7.91312256e-02 -1.71903509e-01\n", + " 2.61477785e-02 -2.83695615e-02 -4.34667711e-01 -1.33791166e-01\n", + " -4.66484380e-01 -2.13827174e-01 1.85263927e-01 -2.12275370e-01\n", + " -3.16222588e-01]\n", + "Found 8544 total galaxies in catalog for cluster 30553\n", + "[-0.44449465 0.33087091 0.09366119 ... 0.18350303 -0.14555847\n", + " 0.32640704]\n", + "Found 2319 total galaxies in catalog for cluster 11651\n", + "[ 0.39760791 0.25076287 -0.09370664 ... -0.45566517 0.1320266\n", + " -0.16584072]\n", + "Found 3379 total galaxies in catalog for cluster 27728\n", + "[ 0.23471281 0.1617201 0.20781677 ... -0.22811455 -0.20146981\n", + " 0.05928831]\n", + "Found 3570 total galaxies in catalog for cluster 30757\n", + "[ 0.83726556 -0.69001966 0.22518813 ... 0.14546627 0.11441397\n", + " -0.21312707]\n", + "Found 5920 total galaxies in catalog for cluster 32634\n", + "[-0.54039764 -0.09551192 0.32637363 ... -0.41407367 -0.14949823\n", + " 0.2596114 ]\n", + "Found 3397 total galaxies in catalog for cluster 33429\n", + "[-0.48709646 -0.26568019 0.18120166 ... -0.10187624 -0.06322628\n", + " -0.27735324]\n", + "Found 2520 total galaxies in catalog for cluster 15656\n", + "[-0.59825803 -0.18773563 -0.15795984 ... 0.21225409 -0.25639667\n", + " -0.29242835]\n", + "Found 1301 total galaxies in catalog for cluster 29784\n", + "[ 0.89110343 0.00106607 -0.42564977 ... -0.08097825 0.22757173\n", + " -0.33720073]\n", + "Found 2496 total galaxies in catalog for cluster 22630\n", + "[ 0.15976609 -0.32354865 0.10964145 ... -0.11737921 0.37863276\n", + " -0.05904138]\n", + "Found 1412 total galaxies in catalog for cluster 17777\n", + "[-0.10103949 0.27382009 -0.06989429 ... -0.17819784 -0.13774879\n", + " 0.18073236]\n", + "Found 2447 total galaxies in catalog for cluster 33569\n", + "[-0.08223309 0.64393395 -0.24525549 ... 0.2785183 -0.00710725\n", + " 0.01416388]\n", + "Found 2567 total galaxies in catalog for cluster 39996\n", + "[-0.4677535 -0.04567612 0.21802143 ... -0.24862595 0.16740302\n", + " -0.33765771]\n", + "Found 3898 total galaxies in catalog for cluster 37007\n", + "[-0.66683517 -0.83886516 -0.07782879 ... 0.15528643 0.19650853\n", + " -0.04632037]\n", + "Found 5029 total galaxies in catalog for cluster 25937\n", + "[-0.31232788 -0.08560746 0.15255857 ... 0.02635474 -0.12560845\n", + " -0.32814969]\n", + "Found 1767 total galaxies in catalog for cluster 24386\n", + "[-0.59197615 0.40492922 -0.16415567 ... -0.0817034 -0.04722498\n", + " 0.17678064]\n", + "Found 5781 total galaxies in catalog for cluster 44685\n", + "[-0.43850503 0.2349735 0.59143941 ... 0.1780916 0.19298336\n", + " 0.0562919 ]\n", + "Found 3010 total galaxies in catalog for cluster 48725\n", + "[ 0.06694674 0.10671054 0.32642851 ... -0.29535285 -0.12527403\n", + " -0.14960155]\n", + "Found 2086 total galaxies in catalog for cluster 27260\n", + "[ 0.04170846 0.45779465 0.29455461 ... 0.07302322 -0.19373682\n", + " -0.09877115]\n", + "Found 2181 total galaxies in catalog for cluster 35316\n", + "[-0.46083618 0.42384425 0.24206509 ... -0.40295261 0.13334764\n", + " -0.27408816]\n", + "Found 1650 total galaxies in catalog for cluster 59428\n", + "[ 0.30724792 0.32540611 0.03346879 ... -0.24494628 -0.19486009\n", + " -0.21822688]\n", + "Found 2386 total galaxies in catalog for cluster 25976\n", + "[ 0.46511003 -0.33841987 -0.01852946 ... -0.43430721 -0.1062464\n", + " -0.16434883]\n", + "Found 3914 total galaxies in catalog for cluster 31596\n", + "[ 0.32089287 -0.13789467 -0.35518742 ... -0.10241494 -0.19251326\n", + " -0.18635589]\n", + "Found 6473 total galaxies in catalog for cluster 26346\n", + "[ 0.05561808 0.59199334 0.0073064 ... -0.2685966 -0.2305854\n", + " -0.10088378]\n", + "Found 3527 total galaxies in catalog for cluster 36608\n", + "[ 0.28305776 0.14040335 0.20884253 ... -0.24507671 -0.17460524\n", + " 0.15965588]\n", + "Found 4209 total galaxies in catalog for cluster 26938\n", + "[0.39900624 0.59207536 0.08596365 ... 0.14771541 0.02292563 0.12189737]\n", + "Found 1687 total galaxies in catalog for cluster 74483\n", + "[ 0.22102443 0.19972834 -0.29813361 ... -0.24333836 -0.21848731\n", + " 0.0805656 ]\n", + "Found 3308 total galaxies in catalog for cluster 62882\n", + "[ 0.15822059 -0.03701776 -0.46855013 ... 0.22583948 -0.32169655\n", + " 0.02876253]\n", + "Found 770 total galaxies in catalog for cluster 25770\n", + "[-1.41827127e-01 2.72917417e-01 -9.68007401e-02 8.27320874e-02\n", + " -9.80827968e-03 5.89190893e-01 3.30508795e-01 -2.03049768e-02\n", + " 3.06656882e-01 -1.13903500e-01 6.20377936e-01 -3.21610859e-02\n", + " -4.12513333e-01 5.02599504e-03 1.93877721e-01 5.95112176e-01\n", + " 2.19771619e-01 -3.69599142e-01 3.43336447e-01 -1.64441106e-01\n", + " 6.32548725e-01 -2.61267787e-01 -2.32962518e-01 5.03077023e-02\n", + " 2.91669775e-01 3.19206252e-01 2.04177802e-01 -2.09092612e-01\n", + " 1.70933125e-01 -1.86581814e-01 -9.63795212e-02 1.05078673e-01\n", + " -5.09730864e-02 3.93061811e-01 3.20160673e-01 -3.15617688e-01\n", + " -2.54393433e-01 -1.88119960e-01 7.86978078e-02 -1.05109265e-01\n", + " -1.54573543e-01 -2.46794012e-01 4.45804336e-01 3.56438393e-01\n", + " 9.46449328e-02 1.06731489e-01 -4.25066285e-01 -1.57648671e-01\n", + " -3.60583772e-02 9.36440234e-02 -6.98003213e-02 3.40439119e-01\n", + " 9.47662122e-03 5.73053474e-01 -5.92580842e-01 3.14327615e-01\n", + " 3.00325407e-01 2.43383072e-01 4.22692581e-01 -1.10092409e-02\n", + " -2.39411298e-01 6.03272211e-01 1.57647809e-01 4.03158382e-01\n", + " -2.77574303e-01 -3.40073119e-02 5.02121535e-01 -2.01095914e-01\n", + " 2.52741346e-01 8.40372094e-01 1.97111322e-01 -2.25590585e-01\n", + " -3.23188540e-01 -6.78133908e-01 -2.09138660e-01 -2.35246317e-01\n", + " 3.02202881e-01 -3.49115555e-02 4.31996363e-02 1.78419055e-01\n", + " -9.02654612e-02 4.48491877e-01 -4.01937749e-01 -6.30123230e-01\n", + " 7.56327325e-02 2.12267692e-01 -3.07815238e-01 1.33461311e-01\n", + " -6.62422858e-02 4.32658956e-01 -1.57984491e-02 -3.41148521e-01\n", + " 1.40301636e-01 -6.67511123e-01 -1.99010071e-01 -1.30175949e-01\n", + " 3.51279317e-01 4.10182259e-01 2.77223315e-01 -1.67735418e-01\n", + " -1.22330079e-01 -1.52754002e-01 -1.87303147e-02 -5.22153140e-02\n", + " 2.32908387e-01 7.17048986e-01 7.27542612e-03 2.72885945e-01\n", + " -1.72226479e-01 -1.84773198e-02 9.16554208e-02 -3.13200682e-01\n", + " -2.20830925e-01 2.14638641e-01 -6.36800479e-02 -2.80371400e-01\n", + " -2.34859491e-02 4.04769090e-01 -6.17095982e-02 -1.02732413e-01\n", + " 4.97920300e-01 3.82163311e-01 -1.64864311e-01 -1.27866428e-01\n", + " -2.63325191e-01 -1.76080686e-01 6.65663040e-01 1.76470029e-01\n", + " -2.81442735e-01 4.00245135e-01 -1.97075151e-01 -1.56041873e-01\n", + " 2.96623922e-01 -1.10750614e-01 -1.20061759e-01 2.81247016e-01\n", + " -4.19426060e-01 -6.09409152e-02 -1.05439804e-01 2.99499654e-01\n", + " 1.24572469e-03 -5.59892584e-02 2.48143932e-01 -5.80723951e-01\n", + " -1.74101751e-01 3.07950478e-01 3.92617839e-01 -3.77815048e-01\n", + " -2.21155175e-01 -2.95938197e-01 2.58217971e-02 -6.32349249e-02\n", + " -1.60617174e-01 2.21053817e-02 -3.13931557e-01 -3.62641573e-01\n", + " -2.02201773e-01 -3.45567014e-01 -5.23003024e-01 2.83013428e-01\n", + " 2.83680560e-02 -3.86246385e-01 -4.69363182e-01 -3.80700051e-01\n", + " -2.12971778e-01 4.11449933e-01 9.57758052e-02 8.61852050e-01\n", + " 3.67002364e-01 -3.20482692e-01 -3.85246843e-02 8.86420105e-02\n", + " 3.23961581e-01 7.04565645e-01 4.17447590e-02 1.28378413e-01\n", + " -1.92777819e-01 4.24258486e-02 1.09392835e-01 3.80488912e-02\n", + " -7.93511689e-02 -1.14493432e-01 -2.62988325e-01 -4.60318659e-02\n", + " -3.61593529e-04 1.65948077e-01 1.68806790e-01 -1.49755939e-01\n", + " -2.86744373e-01 7.97544515e-02 4.43989221e-02 -4.91776882e-01\n", + " 1.57058270e-01 -4.41529475e-01 7.04925069e-02 -2.27649865e-01\n", + " -1.16084144e-01 3.18582826e-01 -2.81616061e-01 1.48257957e-02\n", + " 2.63499679e-01 2.55136241e-01 4.78291706e-01 2.88053077e-01\n", + " 1.91344412e-01 -9.00267161e-02 4.69245294e-01 4.60795587e-01\n", + " -9.95132559e-01 -1.45961061e-01 1.22673282e-01 1.91084844e-01\n", + " -6.41422989e-02 1.33753496e-01 2.67101982e-01 3.25838351e-01\n", + " 5.02530914e-01 -3.04930835e-01 -1.84348907e-01 -2.96463869e-01\n", + " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 -1.40351105e-01\n", + " -4.51415701e-01 6.43455376e-01 8.92077520e-01 3.78667492e-01\n", + " 2.58927501e-01 1.34675543e-01 -2.24836948e-02 1.67849483e-02\n", + " 1.55484592e-01 1.41128276e-01 -3.51066311e-01 -1.66462095e-01\n", + " -2.03712562e-02 -7.21439017e-01 -2.16277538e-01 -2.75980181e-01\n", + " -3.55998451e-01 6.10233813e-02 -2.59072011e-01 3.23551838e-01\n", + " -4.34819196e-01 7.17944431e-01 1.44231623e-01 -3.94913573e-01\n", + " -8.65470356e-02 -5.55669111e-01 1.77551073e-01 5.74742612e-01\n", + " 4.51919328e-01 2.56864166e-01 -3.83640502e-01 5.03447246e-01\n", + " 1.09790807e-01 -1.84705919e-01 1.87273115e-01 -4.74241506e-01\n", + " -3.60317725e-02 4.86890712e-01 2.17913928e-01 -4.45667010e-01\n", + " 3.16429235e-01 -1.08560764e-01 -8.77751549e-02 2.37750321e-01\n", + " -4.02255918e-02 3.89469702e-01 1.29394222e-03 1.48154665e-01\n", + " 3.28914503e-01 -2.64538883e-01 3.89001426e-01 7.34728491e-02\n", + " 1.63128644e-01 2.52518405e-01 -1.90722214e-01 1.72409837e-01\n", + " -4.84496332e-01 6.24789506e-01 -6.85477067e-01 -7.59474616e-02\n", + " -1.09528112e-01 5.19921801e-01 -4.76295591e-01 2.85965345e-02\n", + " -1.73194586e-01 4.93635758e-02 5.84547369e-01 1.87145185e-01\n", + " 5.07569956e-02 -4.41565648e-02 7.42410418e-01 -9.34381928e-02\n", + " 1.11784473e-01 6.40624707e-02 -2.16191439e-01 -2.81421645e-01\n", + " 7.25335713e-02 1.05882320e-01 1.50964811e-01 -1.91715449e-01\n", + " -2.21760215e-01 -7.56638390e-01 -2.38011883e-01 -3.29796741e-01\n", + " 7.97781696e-01 4.68858158e-01 1.82142126e-01 2.37730271e-02\n", + " -4.58948597e-01 1.40518883e-01 3.45958654e-01 2.76733216e-02\n", + " 3.78272541e-01 -3.66702231e-01 -3.45733571e-01 3.14235245e-01\n", + " -6.44813568e-01 4.66803668e-01 3.13887020e-01 -5.48768420e-01\n", + " -6.57137326e-01 4.10180845e-01 -2.02916495e-01 -1.18225964e-01\n", + " 4.47155907e-01 1.16584606e-01 2.15995869e-01 3.18883038e-02\n", + " -1.54235524e-01 -1.70064320e-01 6.39482823e-01 1.76169510e-01\n", + " 7.79430637e-02 1.64106636e-01 -1.39640884e-01 4.98901663e-01\n", + " 4.76925319e-01 -1.02601352e+00 -3.12867628e-01 -2.45121700e-01\n", + " 8.01742997e-01 -1.14596739e-01 1.61196032e-01 5.02324848e-02\n", + " 4.46280837e-01 -8.30031681e-02 9.02436712e-01 3.66215373e-01\n", + " 1.87097363e-01 -3.89781093e-01 5.69437347e-04 3.15404456e-01\n", + " 1.91482713e-01 -2.75150798e-01 -1.31552618e-01 6.95177438e-02\n", + " -1.85364571e-01 -2.37913069e-01 -9.20638441e-01 1.80419303e-01\n", + " -1.46744877e-01 1.25604109e-01 -9.40787740e-02 3.45453050e-02\n", + " 1.96897595e-01 3.55714498e-02 -7.33459598e-01 1.02214659e-01\n", + " 2.60877238e-01 -3.29999154e-01 -4.06828321e-01 -4.82828005e-01\n", + " -4.21699356e-01 -5.79843153e-02 -5.33231782e-01 1.95227079e-01\n", + " -6.06881203e-01 -1.19453502e-01 -1.54148185e-01 3.95165902e-01\n", + " 2.46971683e-01 1.41668961e-01 -4.53423573e-01 1.82586513e-01\n", + " 3.24583906e-01 -1.40929478e-01 5.53059371e-01 -4.84485351e-01\n", + " 3.47981439e-01 1.28148378e-01 1.48273071e-01 1.12951778e-01\n", + " -7.63012630e-02 -1.12353225e-01 2.88889194e-01 1.46574591e-01\n", + " 6.23454460e-01 2.68454749e-01 1.50125623e-01 6.12457604e-02\n", + " -2.90312338e-01 -2.65204358e-01 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-1.95519326e-01\n", + " 5.77082875e-01 5.10005100e-01 1.53097004e-01 6.04787497e-02\n", + " -8.62305414e-02 4.24219394e-01 3.33307663e-01 4.55273715e-01\n", + " 1.18114939e-01 6.13826435e-01 -3.04366120e-02 -1.19190672e-01\n", + " 1.19765360e-01 1.82657334e-01 -1.64177369e-01 3.42579961e-01\n", + " 2.79693380e-02 4.30041106e-01 -2.00754053e-01 -2.83577198e-01\n", + " 4.19931660e-01 1.85581878e-01 1.12611715e-01 8.81828990e-01\n", + " -1.03827687e-01 3.98589249e-01 -6.96006321e-02 5.58614541e-01\n", + " -2.82246306e-01 -1.92992731e-01 -1.78423477e-01 -1.63170751e-01\n", + " -9.28408659e-02 -3.48552400e-02 -4.39647414e-03 -4.26747605e-01\n", + " 4.58676166e-01 2.73779905e-01 -2.56294727e-01 3.26465671e-01\n", + " 5.65702395e-01 2.09718596e-01 3.64146983e-01 3.91847625e-01\n", + " -3.76228066e-01 4.32664481e-03 -1.99164462e-01 1.26308806e-01\n", + " 1.46442039e-01 5.80996093e-02 -2.38956068e-01 1.37341737e-01\n", + " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 4.13475424e-01\n", + " 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1.64928114e-01 -5.82286397e-01 8.02178306e-01\n", + " -5.00183940e-01 5.70945984e-01 1.30585499e-01 -1.66815799e-01\n", + " -2.51899613e-02 -2.48979505e-01 2.82710553e-01 -1.52827488e-01\n", + " 2.48530957e-01 1.35235637e-01 -5.48880900e-01 5.54756328e-02\n", + " 1.13060151e-01 3.96729450e-01 1.40852032e-01 -2.00139891e-02\n", + " -3.27293892e-01 2.77400020e-01 -2.14194880e-01 2.17586759e-01\n", + " -1.65563804e-01 3.74674106e-01 -3.98581122e-01 7.55764463e-02\n", + " -1.90364499e-01 -4.97832003e-01 7.85697628e-02 -1.69908104e-01\n", + " -2.48564017e-01 -2.86917179e-01 -1.19964292e-01 -2.18130086e-01\n", + " -1.12520669e-01 -2.65171252e-01 5.58713113e-02 4.02800011e-01\n", + " 6.44717841e-02 -6.17849104e-01 4.27478305e-01 -3.00967283e-01\n", + " -8.53949853e-02 -3.27979672e-01 -2.21909189e-01 5.04435355e-01\n", + " 4.86011804e-01 -2.22472349e-01 3.08020483e-01 2.89966859e-01\n", + " -6.28608058e-02 2.36350886e-01 3.03264546e-02 3.65011689e-01\n", + " 4.90054904e-01 1.06658993e-01 -4.12068915e-01 2.33794670e-01\n", + " -4.06065301e-01 2.14409669e-01 -3.64765937e-01 -2.98016730e-01\n", + " 7.97977732e-03 -8.82776605e-03 5.51515672e-02 -3.37904186e-01\n", + " -9.56597714e-02 3.78257500e-01 1.65884055e-01 3.68821088e-01\n", + " -1.61368933e-02 -5.36860842e-01 1.27140838e-01 2.88691176e-01\n", + " 5.36294966e-01 -7.24772123e-02 4.31282802e-02 -7.13623093e-02\n", + " -2.41665116e-01 -1.12571248e-02 2.35324661e-01 -2.13506088e-01\n", + " 1.42663176e-01 -1.20851576e-01 2.78394416e-01 7.56187433e-02\n", + " -3.25803022e-02 -1.54762303e-01 2.85443306e-01 1.29549799e-01\n", + " -4.89407696e-01 -2.36377184e-02 -6.65397093e-01 4.02971997e-01\n", + " -1.21666879e-01 2.15321967e-01 5.89970929e-01 1.58522560e-01\n", + " -8.48967742e-02 -7.34435429e-02 1.61952753e-01 -3.33954934e-01\n", + " -3.40162474e-01 -3.90029088e-02 -3.89026477e-02 -3.45806406e-01\n", + " -1.81013938e-01 1.20839908e-01 -1.78908982e-02 8.41350704e-02\n", + " 4.69103570e-03 5.51888705e-01 1.11237333e-01 3.17256583e-01\n", + " 4.19408917e-01 2.34881948e-01 -5.12964440e-01 -2.29363792e-01\n", + " 2.45479109e-01 -4.25617434e-01 2.79994447e-01 -1.01110578e-01\n", + " -1.15281670e-01 -9.73047809e-02 3.27655680e-02 -2.60009488e-01\n", + " 1.69975425e-01 -5.23176294e-02 2.41635690e-01 5.26033223e-01\n", + " -2.82366771e-01 1.53788678e-02 -1.71221938e-01 -2.91919623e-01\n", + " 2.09977810e-02 -1.21703341e-01 2.74775036e-01 -1.21731932e-02\n", + " -2.08362019e-01 -2.44386944e-01 -1.02903962e-01 -1.86967666e-01\n", + " 1.02887572e-01 4.91194154e-02 2.67296366e-01 4.05096796e-01\n", + " -2.88306372e-01 2.44796174e-01 5.40796267e-03 2.74023746e-02\n", + " 6.15691028e-02 3.46412175e-01 -7.31533291e-01 3.09475211e-01\n", + " -3.24228046e-01 -2.06746701e-01 2.93197414e-01 -6.13617126e-01\n", + " -1.11955514e+00 -2.20728116e-01 -3.02056917e-01 -9.28296098e-02\n", + " -7.28960324e-02 -1.38482584e-01 -5.52040972e-01 3.17851325e-03\n", + " -2.58111884e-01 -2.06574504e-02 6.39255623e-01 7.05876209e-01\n", + " 5.09675936e-03 1.26001441e-01 -1.04908896e-02 1.00788115e-01\n", + " 3.48352080e-01 1.80440785e-01 -3.13360721e-01 -7.03594833e-01\n", + " 2.94070682e-01 1.57748362e-02 1.09205268e-01 5.74285297e-02\n", + " -4.04799042e-01 -5.49202381e-02 -4.72703665e-01 3.17656308e-02\n", + " -6.13021739e-02 -5.84768143e-01 -6.15193881e-01 3.31596837e-01\n", + " -2.27210984e-01 -9.40579929e-03]\n", + "Found 622 total galaxies in catalog for cluster 59302\n", + "[ 0.28198139 -0.09427361 0.45022495 -0.16050412 -0.54927094 -0.58016869\n", + " -0.10290788 -0.53069129 -0.08338951 -0.39278575 -0.27586226 0.33341793\n", + " 0.60249155 -0.06766247 -0.05716552 0.17456554 0.19610757 0.11287448\n", + " 0.4619246 0.15183532 0.50665203 0.19338427 0.09905482 -0.21887791\n", + " 0.34019513 0.29106471 -0.05872421 0.16835089 -0.06758411 0.28341029\n", + " -0.10651477 0.61242123 -0.13148241 -0.06035347 0.18015199 0.01942716\n", + " 0.3020353 -0.34408567 -0.00200049 -0.19273532 0.2864748 -0.02293021\n", + " 0.32868305 0.15184271 0.63329698 -0.37796856 -0.09764238 -0.1542745\n", + " 0.03218005 0.07543087 0.14838595 -0.7521811 -0.52842113 0.49961322\n", + " 0.22714575 0.03949269 0.15854617 -0.00128597 -0.06178901 -0.09160233\n", + " 0.73809207 0.65309771 -0.47907369 0.18024379 -0.21660433 0.25008195\n", + " -0.97603656 0.00723448 -0.06133854 0.480196 0.25663165 0.45056383\n", + " 0.10382368 -0.02978087 -0.20594663 -0.23684974 -0.48956058 -0.0677284\n", + " 0.00467573 -0.16518149 0.12908437 -0.03014792 0.17626386 -0.08186858\n", + " 0.10447369 -0.10777815 0.24880817 0.44234452 0.36909401 0.14231269\n", + " -0.06220433 -0.02347886 0.24610634 0.11134908 0.02473541 0.00348743\n", + " 0.24047602 -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705\n", + " 0.70353935 -0.64539321 0.26278817 -0.39411269 0.27993593 -0.02997445\n", + " 0.42350423 -0.21027237 -0.00476224 0.1307985 0.14144592 -0.26590064\n", + " -0.08597748 -0.01091568 0.43467588 0.02584536 -0.1764528 -0.26703644\n", + " -0.22658026 0.17817805 -0.13878797 -0.04341123 0.44455686 -0.29317833\n", + " 0.16907662 0.25898187 -0.21145343 0.41651161 -0.04547388 -0.24329167\n", + " -0.00288695 -0.42466294 -0.40115811 -0.23353144 -0.17270076 -0.37587737\n", + " 0.55370774 -0.12788435 -0.30051643 0.05153701 0.50971815 0.10664946\n", + " -0.85348321 -0.01928962 -0.26784695 0.40589241 0.15939806 0.11081399\n", + " -0.28810845 0.2298593 0.64478498 -0.11655647 -0.40672256 -0.58286455\n", + " -0.12801189 0.07131783 0.33227331 0.23909264 -0.23620588 -0.06030558\n", + " 0.44904955 0.50240183 0.31097719 -0.33340191 0.0998535 -0.00490598\n", + " 0.08917471 -0.6456662 0.30327284 0.15520685 0.51225527 0.48818978\n", + " 0.2296761 -0.03873786 1.03559094 -0.08255567 0.04642832 0.32373473\n", + " 0.2214239 -0.14305066 0.05910027 -0.06596952 -0.2526311 -0.13749074\n", + " 0.13302719 -0.00270377 -0.01757525 0.45220135 0.20014768 -0.06265121\n", + " -0.14409919 0.16573367 -0.36853201 -0.06629182 0.18805569 -0.3882322\n", + " 0.0691546 0.04009703 -0.2182302 0.06633279 -0.11919668 -0.52955455\n", + " -0.03315316 -0.32243813 0.15925049 0.1921269 -0.46149467 0.0813279\n", + " 0.31760904 0.16027228 0.18999218 -0.09159386 -0.0047224 -0.27918361\n", + " 0.78981834 -0.31935649 0.04198187 0.25204295 -0.37136413 0.25566216\n", + " -0.11283529 -0.30054139 0.27887194 0.51496013 -0.1491137 0.24207707\n", + " 0.35456143 -0.09855049 -0.48714799 -0.00349147 -0.16765788 0.15153627\n", + " 0.32906012 0.27132893 -0.03437923 0.36345961 -0.53534567 -0.06419938\n", + " -0.35727209 0.37453369 0.02862477 -0.30940367 -0.7016124 0.40758784\n", + " 0.2886936 -0.11693672 -0.20397376 0.4838847 -0.40694087 -0.23183956\n", + " 0.61783619 -0.24275999 0.71624778 -0.04851256 0.09743434 0.08020081\n", + " 0.22820985 -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789\n", + " -0.03800425 -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536\n", + " -0.01248452 -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163\n", + " 0.49517426 -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017\n", + " 0.02331328 1.00128851 0.1140784 0.06848525 0.00745635 -0.59196988\n", + " 0.5698269 -0.77582658 0.19018918 -0.54949149 0.27892862 -0.11721174\n", + " 0.01372189 -0.19826843 -0.16820493 0.09408494 0.42709648 0.44531959\n", + " -0.23617979 -0.01771833 0.05673598 0.54348613 -0.42291197 0.00604222\n", + " 0.23991114 -0.1156619 -0.33981177 -0.27535409 -0.0730514 0.08619012\n", + " 0.28103851 0.0759593 0.5787172 -0.29581529 0.40233924 -0.67544697\n", + " -0.27618368 0.0807007 0.47662885 0.80014144 0.0331896 0.01128167\n", + " 0.84118728 -0.00860522 -0.19407331 -0.29067564 0.06681775 -0.66630301\n", + " -0.13487112 0.6073306 -0.17733756 -0.06844052 -0.05078984 -0.32472552\n", + " -0.74783914 -0.28950767 -0.10484004 0.16928471 -0.3158421 -0.75437396\n", + " -0.29700701 -0.06707425 0.24155822 -0.6070033 0.40440298 0.48225626\n", + " -0.36403539 -0.17369476 -0.1402689 0.47232395 0.60337631 0.20819399\n", + " -0.23068501 0.09346703 -0.61638529 -0.13664081 0.42352969 -0.21968719\n", + " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", + " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.07148584\n", + " 0.20449139 -0.21038827 -0.06275295 -0.01737246 -0.13441127 0.28388974\n", + " -0.42624492 0.40878183 0.17816298 -0.59018023 0.00332248 -0.05265709\n", + " -0.00638788 0.30820818 -0.33900044 0.33941315 -0.57128401 0.79917338\n", + " 0.36769866 0.49717718 0.02101731 -0.07320512 -0.24801392 0.0105963\n", + " 0.31622004 -0.04802494 0.08124256 -0.16818379 0.45415854 0.06107316\n", + " 0.31823153 -0.15866534 -0.11144083 -0.28665125 0.22047085 -0.26362738\n", + " -0.07177424 0.49628657 -0.42295375 0.33278329 0.28977293 0.34553862\n", + " 0.57098034 -0.05633348 0.02369362 0.1739338 -0.34227206 -0.27525552\n", + " 0.12538579 0.449764 -0.24946475 -0.55895513 0.17739929 0.06274196\n", + " -0.07408034 -0.12544976 0.00206934 -0.18555698 -0.17727417 0.32015989\n", + " -0.55777228 -0.2232127 0.17613297 -0.19189203 -0.24671479 0.25189502\n", + " 0.20660264 0.07524169 0.41623246 -0.71283104 0.30602709 0.01644355\n", + " 0.07052816 -0.33223808 -0.13506834 -0.07978173 -0.00495612 -0.36030836\n", + " -0.09038704 -0.37699333 -0.18169498 0.47563459 0.00743442 -0.42778468\n", + " 0.24916695 0.28785238 -0.25828662 0.27037893 0.29947667 0.12540593\n", + " -0.57230805 -0.17215418 0.76791478 0.54260941 0.00451269 0.08829456\n", + " -0.49599681 0.12552144 0.29437735 -0.24427217 0.00521472 -0.13823206\n", + " -0.42603578 0.08853049 0.0325564 -0.09971871 0.32521805 0.17957174\n", + " 0.03693578 -0.36513035 -0.38362263 0.2543466 0.57654927 0.52602136\n", + " -0.03275276 0.17764793 -0.31210603 -0.2476294 -0.11811441 0.45679535\n", + " -0.12380013 -0.09616751 -0.24961409 -0.08062807 0.13297211 0.11326318\n", + " 0.41340508 -0.18790088 -0.47464831 0.15100134 0.11081162 0.05093718\n", + " 0.08338737 -0.24053852 0.17821214 -0.21090406 0.20661209 0.02156347\n", + " 0.38202435 -0.36551322 0.22270046 -0.11441994 -0.40599494 -0.23845091\n", + " 0.03097259 -0.79225468 -0.0461534 -0.17194494 -0.51271033 -0.69333947\n", + " -0.10715767 0.10399956 -0.6925749 -0.5450986 0.39353552 -0.27663313\n", + " -0.13487854 -0.80693118 0.0973963 -0.2489656 -0.3762908 0.51416824\n", + " -0.08068194 -0.34819781 0.31418108 -0.3129743 -0.22171023 0.08919813\n", + " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 0.29549733\n", + " -0.13036097 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281\n", + " -0.09733946 -0.24884489 0.21768126 -0.00738029 0.26770758 -0.04257858\n", + " 0.64934433 0.6012541 0.34193981 0.22159095 0.22760763 -0.52321125\n", + " -0.04816206 0.54969506 -0.22052851 0.15482333 0.45673363 -0.10586041\n", + " -0.22419676 0.38532588 0.33503145 -0.24407898 0.09987012 0.53633373\n", + " 0.66201625 0.06799898 -0.10399683 -0.38563003 -0.3175067 0.18451241\n", + " 0.38248772 -0.08040749 -0.63261478 -0.38046399 0.34032383 -0.6625084\n", + " -0.55454228 0.16652604 -0.64649552 0.13287805 -0.27607463 0.13431635\n", + " 0.25907102 0.03548466 -0.02901425 -0.21811736 0.4332871 -0.10841417\n", + " -0.36082228 -0.30657611 -0.03256143 0.56831397 0.02105735 -0.23947836\n", + " -0.48431863 -0.43951148 -0.17336334 0.44250774 -0.09949431 0.18771043\n", + " 0.39373369 0.24748163 0.70702928 0.2749094 -0.32800499 -0.5873423\n", + " -0.20379784 -0.43748237 0.14783709 0.2853825 ]\n", + "Found 1529 total galaxies in catalog for cluster 53335\n", + "[ 0.09921818 0.32074792 0.34609609 ... -0.38182703 0.03097582\n", + " -0.16006497]\n", + "Found 775 total galaxies in catalog for cluster 23919\n", + "[ 2.13578043e-01 -1.15961977e-01 -1.31309799e-01 -3.29638622e-02\n", + " 3.10517446e-01 5.15402118e-03 -3.96587534e-01 -2.33012324e-01\n", + " -1.19760897e-01 6.64215183e-02 -5.24317978e-02 8.34231547e-02\n", + " 1.15324015e-01 -1.72081676e-01 4.28579655e-02 1.96916385e-01\n", + " -2.34622894e-01 -3.60580234e-01 -3.24645310e-01 -2.75189344e-01\n", + " -1.89803001e-02 -1.80380507e-01 2.51905096e-01 -2.87272321e-02\n", + " 1.71534196e-02 2.66667329e-01 5.75157131e-01 5.10114381e-01\n", + " 4.82244366e-01 3.54773284e-01 3.13420372e-01 -9.41625993e-02\n", + " 1.54988957e-02 -2.56281670e-01 6.84968583e-01 -3.55680642e-01\n", + " 5.00992000e-02 4.16302454e-01 -4.22059309e-01 3.12474977e-01\n", + " 3.81426005e-01 5.86886469e-01 5.47168285e-03 -2.60732013e-01\n", + " 2.56409519e-01 -1.18498408e-01 -2.46902085e-01 1.81650253e-01\n", + " -1.90101879e-01 -5.47988984e-01 -3.13606011e-01 -2.87374295e-01\n", + " 5.02878611e-02 2.35281620e-01 -3.46902478e-01 1.92874012e-01\n", + " -1.56745689e-01 2.24077974e-01 4.60888809e-01 -2.91547071e-01\n", + " -2.37712820e-01 2.12405868e-02 -9.52130603e-02 2.96146725e-01\n", + " -3.87682040e-01 2.47804113e-01 -3.09476849e-01 9.84645125e-02\n", + " -2.65927956e-01 9.94817131e-02 -3.01830058e-01 -1.73862770e-01\n", + " 2.00617689e-01 -7.59090895e-01 3.32951138e-01 3.09405406e-01\n", + " 2.40364082e-01 1.59344977e-02 2.52465647e-01 -1.35081231e-01\n", + " -7.33408784e-01 -3.69631470e-01 -1.25139565e-01 -2.35096895e-01\n", + " 4.20341669e-01 -4.50240328e-01 2.11548823e-01 1.64824138e-01\n", + " -1.24552054e-01 -1.73631241e-01 -1.70647306e-01 3.77549438e-01\n", + " 5.38265259e-01 4.51691394e-01 3.42234544e-01 5.13932902e-01\n", + " 4.89530989e-01 -1.26249950e-01 5.78715498e-01 4.20276486e-02\n", + " 2.67549626e-02 3.49570177e-02 1.32677271e-01 3.07246906e-01\n", + " 7.74572264e-03 -1.50116146e-01 -2.68991407e-01 -6.88730959e-01\n", + " 9.00034828e-01 -2.76472810e-01 -2.56699807e-01 -1.56742425e-01\n", + " 3.30465889e-01 4.64697158e-02 2.38144355e-01 -4.13218218e-01\n", + " -3.55482929e-02 -3.75197291e-01 4.00529743e-02 1.98468032e-01\n", + " 3.04572206e-01 2.68804549e-01 4.50388106e-02 -2.44433433e-01\n", + " -1.17080397e-01 5.53682403e-02 -2.45473265e-02 1.13495614e-01\n", + " -4.42345086e-01 2.64626242e-01 1.47257019e-01 3.43603342e-01\n", + " -1.51786488e-01 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3.88070300e-01 2.19547166e-01\n", + " -1.82569561e-02 -2.58134995e-01 8.44571821e-02 2.25543321e-01\n", + " -1.53290143e-01 -2.31306765e-01 1.17463708e-01 4.07263881e-01\n", + " -3.79275964e-01 2.42066903e-01 -3.20678611e-01 -5.94705318e-02\n", + " -1.00731166e-01 -1.75887072e-01 2.51062035e-01]\n", + "Found 4541 total galaxies in catalog for cluster 16567\n", + "[ 0.40144142 0.2089247 0.17266089 ... -0.06819804 0.0441848\n", + " -0.23963409]\n", + "Found 2743 total galaxies in catalog for cluster 41321\n", + "[-0.66162172 -0.24215948 -0.64894538 ... -0.10618633 0.02656581\n", + " -0.32176661]\n", + "Found 492 total galaxies in catalog for cluster 52141\n", + "[-2.49765184e-02 -1.20213714e-01 -2.70253694e-01 3.06238952e-01\n", + " 6.22974677e-03 3.66433928e-01 2.36843213e-01 5.80632274e-02\n", + " 2.63893352e-01 2.13289049e-01 3.56856928e-01 -2.12644042e-01\n", + " 3.83666464e-01 8.43150265e-02 -7.81390120e-02 -2.15053479e-01\n", + " -1.77599652e-02 3.56467827e-01 -3.68136933e-01 -7.03601685e-02\n", + " -1.61948856e-01 -5.25949364e-02 2.12041076e-01 4.60290106e-02\n", + " 2.32956230e-01 -3.07137468e-01 -2.07118346e-01 -5.91419841e-01\n", + " 3.67746179e-01 6.41436508e-01 2.69599338e-01 7.63905458e-01\n", + " -4.20281201e-01 9.44870256e-03 6.01530416e-01 -5.93219403e-02\n", + " -2.17125700e-01 1.35783029e-01 -8.93230406e-02 -1.80012822e-01\n", + " -2.65218337e-01 1.88610071e-01 4.35727281e-01 5.01202959e-01\n", + " -2.37337275e-01 -5.43141975e-05 -6.29284498e-01 -6.16965665e-02\n", + " 4.70037613e-01 2.90838111e-01 -7.07203418e-02 -1.65197997e-02\n", + " 2.32431636e-01 -2.59173134e-01 1.06649073e-01 -4.75228539e-01\n", + " 4.10994596e-01 4.54437776e-01 -4.84688226e-02 2.55751180e-01\n", + " 1.13073583e-01 2.97365063e-01 -3.21251547e-01 -1.49166815e-01\n", + " 2.59918226e-01 2.66794776e-01 -7.53377817e-02 -1.44669168e-01\n", + " -1.77192423e-01 2.91581263e-01 -8.81725085e-04 3.15266728e-02\n", + " 2.91327257e-01 -1.06196392e-02 -6.49560716e-02 -2.07656114e-01\n", + " -1.40637158e-01 1.51580103e-01 1.00477603e-01 -1.11294362e-01\n", + " 4.08067575e-01 -4.79902598e-01 -5.32804466e-01 3.20164781e-01\n", + " -3.29108327e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", + " -5.09190666e-01 3.37617138e-01 2.10275109e-01 -4.44383785e-01\n", + " 1.13373106e-01 -1.72347369e-01 -3.20640018e-01 -3.07277145e-01\n", + " -8.08659138e-03 -4.39120922e-02 -5.19920038e-01 -3.59081903e-01\n", + " 5.41263940e-01 1.09294953e-01 -2.24767777e-01 -2.74104920e-01\n", + " -4.90907508e-01 3.15899278e-01 1.68199478e-01 1.25701132e-01\n", + " 4.25376954e-01 -1.69133381e-01 1.26618447e-01 -4.12192081e-01\n", + " -5.15084398e-02 -2.74536077e-01 -1.41819760e-01 5.33813975e-01\n", + " 1.99366444e-01 2.27249070e-01 4.79397054e-01 5.89844484e-05\n", + " 3.69576867e-02 -2.80343072e-01 4.04987601e-01 -1.92630740e-01\n", + " -3.25934006e-02 -3.60694621e-02 -9.15579191e-03 2.03596589e-01\n", + " 2.21979030e-01 -1.72218659e-01 -1.71294601e-01 2.01169475e-01\n", + " 2.51860343e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", + " -2.59791974e-01 2.44491648e-01 -6.15047486e-01 2.32536039e-01\n", + " -2.22251264e-01 -2.75015978e-01 4.24332834e-02 6.93559676e-02\n", + " -3.14343380e-01 -3.17186023e-01 3.66805243e-01 4.35436847e-01\n", + " 3.64999399e-01 5.21674957e-01 -1.09780796e-01 6.89130287e-02\n", + " 1.71711468e-01 2.84271190e-01 -2.61131575e-01 -1.85419220e-01\n", + " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", + " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", + " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 1.18880604e-01\n", + " 4.07569854e-01 -6.81787137e-01 1.51448017e-01 1.92799165e-01\n", + " -5.36218516e-02 3.94301712e-02 -3.65260741e-02 1.51585816e-02\n", + " 2.47051692e-01 1.57805245e-01 8.69978425e-01 1.50474125e-01\n", + " 4.47281140e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", + " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", + " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", + " 2.85040776e-01 3.61266601e-01 2.66090586e-01 8.34683104e-03\n", + " -3.63512642e-01 5.53708965e-01 -2.58505495e-01 8.81540401e-02\n", + " -5.42109493e-01 4.12258734e-01 3.14216105e-01 5.12472600e-01\n", + " 1.30278866e-01 -3.49224746e-01 2.50176959e-01 1.26971845e-01\n", + " -4.68310967e-01 1.24310377e-01 8.30235627e-02 2.55160227e-01\n", + " -2.40986423e-01 3.91974675e-01 6.60360475e-02 2.13747953e-01\n", + " -3.99561572e-01 -6.92255788e-01 -1.63728374e-01 -2.97647517e-01\n", + " 2.47068833e-01 3.03471616e-01 -2.64852749e-01 8.85174463e-02\n", + " 1.45715178e-01 3.98430772e-01 4.33591824e-01 4.52333178e-01\n", + " -1.48419932e-01 -2.19191275e-01 3.43360432e-01 -1.31421654e-01\n", + " -1.49166803e-01 -1.92958706e-01 1.15474126e-01 6.01020545e-01\n", + " 3.18672384e-01 1.14239570e-01 -6.82628325e-01 -2.01464524e-02\n", + " 1.17934940e-01 5.20799015e-02 -1.13942098e+00 -5.63030219e-02\n", + " -4.18572846e-02 -1.19843045e-01 3.63728272e-01 -1.32498725e-01\n", + " -5.16175287e-01 -2.08620502e-01 -7.35240745e-01 3.24926589e-01\n", + " 3.93828341e-01 6.87223179e-01 -4.72948073e-02 -1.10361259e-02\n", + " 5.30783135e-01 1.55113670e-01 1.43326133e-01 -1.71056053e-01\n", + " -1.22872076e-01 2.81384844e-02 -6.17441379e-02 2.07384936e-02\n", + " -2.68485521e-01 4.68472316e-01 -3.86596320e-01 4.45247850e-01\n", + " 4.86102703e-01 -6.19279247e-01 -4.69556275e-01 4.86223519e-01\n", + " 2.39354528e-01 2.39302038e-01 2.33997552e-01 4.45484672e-01\n", + " -2.64225472e-01 2.22683996e-01 3.83943560e-01 -2.32054052e-02\n", + " 2.61769392e-01 9.53702369e-02 1.15801699e-01 2.62527831e-01\n", + " -7.64658073e-02 5.33537373e-01 3.36616618e-01 3.86966321e-01\n", + " 5.98052266e-01 2.06759360e-01 -1.44101762e-01 2.10181097e-01\n", + " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", + " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", + " -6.48773592e-01 -1.79526154e-01 -3.29658738e-01 -5.57228790e-01\n", + " 2.79462845e-01 -3.94914597e-03 -2.63385536e-01 8.29324204e-01\n", + " 2.37231522e-01 8.37763589e-01 -3.00912693e-01 -4.20259697e-01\n", + " 1.54961282e-01 -8.60035818e-02 2.32178988e-01 5.93353305e-02\n", + " -4.80078810e-01 1.07422990e-01 -4.36701546e-01 4.13344377e-01\n", + " -1.58888932e-01 -3.59229758e-01 -4.17328058e-01 1.92005679e-01\n", + " 5.36666215e-01 5.30034150e-01 1.84776971e-01 2.62347154e-01\n", + " -2.41910415e-01 -6.35698459e-01 -3.47494183e-01 5.34225310e-01\n", + " 2.43435223e-01 -2.83676563e-01 -1.30874481e-01 9.46973462e-02\n", + " -1.88493048e-02 -1.56890014e-01 5.11022267e-02 6.48387940e-01\n", + " -2.72804223e-01 6.07522286e-01 -3.71239525e-01 -2.10626795e-01\n", + " 4.94806703e-02 -8.84129604e-02 -3.24501144e-01 -2.09509918e-01\n", + " 3.43759434e-01 -3.92417402e-01 -7.42985075e-02 2.97974353e-01\n", + " -1.02761075e-01 -2.16270363e-01 -2.38287635e-01 -1.13685275e-01\n", + " -1.27049356e-01 -4.40224282e-01 3.87510820e-01 -1.68653818e-02\n", + " 4.49051852e-01 3.09895989e-02 3.85612333e-01 -5.79324259e-01\n", + " -5.60514154e-01 1.16616949e-01 2.79427666e-02 6.66893407e-02\n", + " -3.02843778e-01 -3.46694500e-01 -3.84701160e-01 3.60311484e-01\n", + " 1.52753814e-01 5.01229527e-01 -1.73918874e-01 2.66202265e-01\n", + " -2.08270675e-03 1.10054668e-01 -8.26184074e-01 3.12984778e-01\n", + " -3.12989690e-02 -4.43385814e-02 3.86676960e-01 -5.02726612e-01\n", + " 7.02721924e-02 2.15791283e-01 -4.46954478e-01 8.34947263e-01\n", + " -1.29450525e-01 -2.93510832e-01 2.84363258e-01 -6.61954039e-01\n", + " -1.68176555e-01 -1.72157576e-01 -4.75289657e-01 -3.99899556e-02\n", + " 2.85052401e-01 4.00064410e-01 2.64690433e-01 2.37683363e-01\n", + " 2.88702001e-01 5.18483573e-01 2.31732992e-01 -2.76751355e-02\n", + " 4.44016533e-04 -1.12145639e-02 2.82768153e-01 -3.13070992e-01\n", + " -2.02829395e-02 4.30493023e-01 3.78878204e-01 -4.10482925e-01\n", + " -4.90912408e-01 1.88549415e-01 -7.04793173e-01 8.90452635e-03\n", + " -6.33022646e-02 3.35805846e-01 4.46517441e-01 3.27943543e-01\n", + " 4.72754813e-01 4.98134514e-01 5.26447239e-02 2.19893662e-01\n", + " 1.55302029e-01 -1.19801301e-01 6.65261375e-02 -1.01574557e-01\n", + " -3.49992686e-01 5.27695197e-01 2.26004877e-01 1.50112486e-01\n", + " 3.45805666e-01 -3.39501383e-01 -5.20106555e-01 -3.14519208e-01\n", + " 4.87172587e-01 -4.36035550e-01 5.66649855e-01 1.66969524e-01\n", + " 3.36258611e-01 -5.75334459e-02 -2.96172387e-02 -5.79424651e-01\n", + " -8.04597561e-02 2.21192724e-01 -1.84772811e-01 5.22038995e-03\n", + " -2.29602658e-01 6.60662368e-02 -2.83020146e-02 -2.03033035e-01\n", + " -3.73395307e-01 2.21503263e-01 -6.28760588e-01 -2.38386847e-01\n", + " -4.55686541e-03 4.38873624e-01 -4.75834883e-02 -3.32695498e-01\n", + " 1.77603802e-01 1.64736714e-02 -1.93081677e-01 1.97832726e-01\n", + " 2.64282618e-01 1.94827335e-01 1.03604566e-01 -3.27956570e-01\n", + " -8.12307426e-02 2.64906022e-01 -4.29629729e-01 -1.18179006e-01\n", + " -2.28505654e-01 -3.73452490e-01 -3.53983599e-01 1.77091364e-02\n", + " 2.20917979e-01 2.29760530e-01 4.22849655e-01 -9.65144916e-03\n", + " 1.54853784e-01 -5.04497049e-02 9.43316912e-01 3.64099114e-01\n", + " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02\n", + " -1.46150882e-01 4.96634900e-02 -2.22114634e-01 -2.26913377e-02]\n", + "Found 2979 total galaxies in catalog for cluster 52451\n", + "[-0.12921791 -0.0266431 0.12997363 ... -0.0441815 0.09085065\n", + " 0.10740707]\n", + "Found 1698 total galaxies in catalog for cluster 51057\n", + "[ 0.15337845 -0.29599364 -0.05570932 ... -0.26017787 0.40571457\n", + " -0.19426954]\n", + "Found 2364 total galaxies in catalog for cluster 14210\n", + "[-0.43551318 0.34327786 0.03758073 ... -0.24344883 0.18379\n", + " -0.08611869]\n", + "Found 3421 total galaxies in catalog for cluster 33410\n", + "[-0.65782052 -0.42910735 0.11264948 ... -0.37206719 0.14518521\n", + " -0.28379434]\n", + "Found 3449 total galaxies in catalog for cluster 78132\n", + "[ 0.63997062 0.21978368 0.78885077 ... -0.26750286 0.18975939\n", + " -0.31499258]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "Process 0 done reading\n", + "Overall pair count = 217785\n", + "Collecting data for cluster 0\n", + "Found 3503 total galaxies in catalog for cluster 11\n", + "[-0.46894501 0.21234604 0.15384049 ... -0.21345346 -0.05996671\n", + " -0.00186678]\n", + "Found 2869 total galaxies in catalog for cluster 827\n", + "[-0.83105266 0.73586329 -0.12015571 ... -0.03010575 -0.18791063\n", + " 0.12969504]\n", + "Found 2818 total galaxies in catalog for cluster 1985\n", + "[ 0.10982955 0.74258166 -0.20974111 ... 0.09168737 -0.13255294\n", + " -0.10016861]\n", + "Found 2814 total galaxies in catalog for cluster 1632\n", + "[-0.45336503 0.70844801 -0.0196757 ... -0.12308222 -0.19418091\n", + " 0.28766027]\n", + "Found 1036 total galaxies in catalog for cluster 2453\n", + "[-0.59842277 0.41662538 0.32757642 ... 0.30890187 0.06828403\n", + " 0.13663829]\n", + "Found 4238 total galaxies in catalog for cluster 2678\n", + "[-0.04944476 0.23847099 -0.19688224 ... 0.0433305 0.13221218\n", + " 0.29595606]\n", + "Found 1483 total galaxies in catalog for cluster 4643\n", + "[ 0.19870635 0.0079706 -0.15774231 ... -0.13958574 0.41243912\n", + " -0.04089339]\n", + "Found 512 total galaxies in catalog for cluster 5084\n", + "[-3.79249159e-01 -7.79456004e-02 -4.05801589e-01 -4.24695385e-01\n", + " -1.62907038e-01 -1.58753545e-01 -3.80213185e-01 -1.52181027e-01\n", + " 6.85212546e-01 -2.41711156e-01 1.16971189e-01 -1.43820342e-01\n", + " -3.38266504e-02 -1.30087909e-01 1.47622073e-01 9.57327119e-02\n", + " 3.59357488e-01 1.08728260e-01 2.30732370e-01 -1.38099116e-01\n", + " 4.22881547e-01 -2.89080147e-01 -1.90606925e-01 -1.32605134e-02\n", + " 1.55531875e-02 2.50475094e-02 -1.73658264e-01 -1.14198945e-01\n", + " 3.26775861e-02 2.36877186e-01 -3.20701810e-01 -4.07534182e-01\n", + " -2.21034700e-01 -6.39130046e-03 5.50086584e-02 -1.92154005e-01\n", + " -3.62141840e-01 6.25997584e-01 1.93082200e-01 5.71751661e-01\n", + " -1.74151294e-02 -3.85076434e-01 -7.26875513e-01 -1.75333704e-01\n", + " -3.56256463e-01 5.25026133e-01 -1.16256083e-01 -4.08053404e-01\n", + " -7.28589216e-02 1.09285800e-01 -2.09505562e-01 2.76449322e-01\n", + " -4.91533690e-01 6.24267121e-01 1.60333586e-01 -2.90248822e-01\n", + " 5.39066797e-01 1.04507924e-01 1.68911491e-02 3.97358062e-01\n", + " -1.97623521e-01 -7.70226524e-01 -1.75455926e-01 7.81269200e-01\n", + " 7.24775745e-02 6.16389104e-02 -2.19551476e-01 4.84690658e-01\n", + " -6.88065790e-01 1.78996028e-01 4.31870234e-02 -4.68699800e-01\n", + " 1.73166708e-01 -4.57980800e-01 -2.48080261e-01 -1.41406445e-01\n", + " -4.55982984e-01 1.57224119e-01 -4.71807793e-01 -3.17637998e-01\n", + " 2.26257519e-01 -9.45709997e-02 -3.01690042e-03 -4.07980198e-01\n", + " 4.60001466e-01 -3.89256204e-01 -2.03312326e-01 1.78372232e-01\n", + " -3.04356571e-01 1.03382041e-01 4.46435735e-02 2.40148534e-01\n", + " -3.92302301e-02 1.45326676e-01 -1.31821919e-01 8.45070358e-02\n", + " -2.59272131e-02 1.33446821e-01 1.65287421e-01 -2.26173708e-01\n", + " 1.38112076e-01 -2.19222568e-01 4.25331268e-01 2.37434228e-02\n", + " -3.57984103e-01 2.60814927e-01 3.79748662e-01 -4.00331194e-01\n", + " 6.14597651e-01 -5.47977270e-02 3.59620673e-02 -2.02796629e-01\n", + " 1.66130905e-01 -5.49235864e-01 3.19543843e-01 9.21335528e-02\n", + " 1.46926551e-01 -6.67909348e-02 -4.23320774e-01 -1.64015693e-01\n", + " -1.12478452e-01 -2.75086160e-01 2.46787870e-02 -9.95385648e-03\n", + " 3.05052898e-01 3.10067940e-01 -1.29480062e-01 -2.12562020e-01\n", + " 2.74164980e-02 1.18417103e-01 -2.46595484e-01 -4.05997368e-01\n", + " -3.76965127e-01 2.45974827e-01 4.03863682e-01 -4.37001882e-01\n", + " -5.35912658e-02 -4.61291645e-02 1.45608726e-01 4.96587977e-01\n", + " -3.06926098e-01 1.54046652e-01 3.02200378e-01 2.74611698e-01\n", + " 4.16625231e-01 3.09929852e-01 -2.57144536e-02 -4.25180263e-01\n", + " 2.58998249e-01 8.70866103e-02 -5.61520750e-02 -3.72600966e-01\n", + " -2.20110599e-01 3.91117541e-01 1.01155650e+00 -2.49952081e-01\n", + " -7.87495036e-01 1.14527579e-01 -3.18329441e-01 -4.06177832e-01\n", + " -1.40983736e-01 -2.12709095e-01 -1.63442356e-01 1.64190250e-02\n", + " -4.23152613e-02 -4.75211301e-01 -4.67576762e-01 8.73215546e-01\n", + " -5.24446465e-02 -4.49454230e-02 1.75413827e-01 -3.87697280e-01\n", + " -3.11153784e-01 -9.16355756e-02 -2.53828980e-01 -2.02970231e-01\n", + " 9.43511590e-02 -8.55865651e-02 1.37997492e-01 5.66496152e-02\n", + " 1.25548488e-01 3.38083856e-01 1.62138491e-02 -3.75458875e-01\n", + " -4.93728889e-01 -3.03406806e-02 7.02484380e-02 4.37050450e-01\n", + " 1.55305551e-01 -2.29634656e-02 3.41289263e-01 4.64600535e-01\n", + " 3.46893137e-01 -5.31281480e-02 5.80596741e-02 -2.84357856e-01\n", + " -2.60309105e-01 4.38757998e-01 1.51538528e-01 5.14132258e-01\n", + " -7.19689865e-01 1.44005404e-01 -6.98776477e-01 -3.76214204e-01\n", + " -7.50887429e-01 2.32044348e-01 -2.17163972e-01 6.75915989e-02\n", + " -4.79005474e-02 -4.59664892e-02 -2.78625289e-01 6.01424788e-02\n", + " -2.16583760e-01 3.20886344e-01 -2.09171490e-01 -3.56819378e-01\n", + " -3.13842042e-01 -6.07224384e-01 4.11068836e-02 -7.21504009e-02\n", + " 3.54852963e-01 1.98449377e-01 2.78822517e-01 2.68000368e-01\n", + " 6.39077517e-02 1.36162742e-01 3.72321232e-01 1.78389330e-01\n", + " 2.72371191e-01 -4.72046424e-02 -3.75539124e-01 -4.22202131e-01\n", + " 5.82151954e-03 1.42913288e-01 -1.28853730e-01 4.07332479e-01\n", + " 4.02467514e-01 3.85543667e-01 -1.46583777e-01 -3.84879714e-02\n", + " 4.95558728e-02 -3.36141069e-02 2.21575844e-01 2.94067854e-02\n", + " 4.37368916e-02 5.31750374e-01 3.76894064e-01 -7.33256145e-01\n", + " 2.80552065e-01 1.26999069e-02 -9.15370020e-02 4.37651894e-01\n", + " 5.51336330e-01 -5.84638558e-02 -1.77556456e-01 1.35149355e-01\n", + " 3.71873747e-01 1.50638590e-01 -2.46923295e-01 -5.42995676e-02\n", + " 7.33579889e-02 -2.76522499e-01 1.94850239e-01 -3.10186007e-02\n", + " 5.11894775e-01 2.48914200e-01 2.90069853e-01 2.43786833e-01\n", + " -2.21957977e-01 -3.79876845e-01 -4.17938886e-01 -4.35857063e-01\n", + " -3.00832185e-01 -1.66662536e-01 3.50899277e-01 -2.48849545e-01\n", + " 1.60765631e-01 2.89341349e-01 3.78738242e-01 7.28364858e-01\n", + " 4.89075533e-01 9.41403098e-02 6.50845781e-01 4.92144522e-01\n", + " -5.14491825e-01 1.96776272e-01 -3.92456033e-01 -3.12739375e-01\n", + " 4.78353393e-02 3.81281564e-01 1.79141204e-01 -1.18905625e-01\n", + " 1.57082584e-01 -7.11108729e-02 -9.35422845e-02 2.57736460e-02\n", + " 2.23269710e-01 -2.70371794e-01 -1.82125797e-02 -5.01066478e-03\n", + " 3.91599852e-02 1.76437932e-01 -1.98499722e-01 4.46411076e-01\n", + " -4.97375521e-01 1.45414465e-01 6.98212549e-01 1.32938958e-01\n", + " -4.17745629e-01 -2.37421952e-01 -2.76193859e-01 4.11548559e-01\n", + " -2.57052686e-01 4.20045710e-01 -1.84829238e-04 -6.16561530e-02\n", + " -7.45820660e-02 -1.07402284e-01 2.31963865e-01 -2.19749184e-01\n", + " -2.58661252e-01 -4.25170604e-01 1.21232431e-01 -3.66304480e-01\n", + " -2.54579868e-01 1.71067627e-01 6.28024821e-02 3.74327772e-01\n", + " 2.21031821e-01 -4.39139300e-01 -2.41899971e-01 -1.04931321e-01\n", + " 3.10146578e-02 -2.15971833e-01 -3.55309872e-01 9.31908745e-02\n", + " -2.70404894e-01 -1.60378560e-01 -3.02519448e-01 4.29649159e-01\n", + " -7.43939879e-02 1.28062934e-02 -3.72914817e-01 -7.10489879e-01\n", + " 1.75745537e-01 1.71459024e-01 3.15460516e-01 -4.00781562e-01\n", + " 1.08231139e-01 -3.75898754e-01 -2.09798354e-01 7.23602737e-02\n", + " -4.60441398e-02 -4.66075989e-02 8.55185948e-02 -1.02879716e-01\n", + " -1.01946021e-01 4.80831484e-01 3.18733264e-01 1.26461528e-01\n", + " -3.83259795e-01 -1.40131936e-01 1.61764094e-01 5.95859993e-01\n", + " -2.58975371e-01 2.73857326e-01 6.97762860e-01 -7.24202330e-02\n", + " 2.50961929e-01 3.60665067e-01 -1.09193545e-01 4.70464305e-02\n", + " 1.91754640e-01 3.09546130e-01 1.92740501e-01 -2.37012077e-01\n", + " -3.45150181e-01 1.25793618e-01 -3.77941715e-01 -6.43234382e-01\n", + " -3.88443681e-01 4.86310610e-01 -1.44849879e-01 -1.82411161e-01\n", + " 6.31256499e-02 -3.12206834e-01 1.08989997e-01 3.78744933e-01\n", + " 2.11914332e-01 -2.55485219e-01 7.90971073e-02 -4.38778900e-01\n", + " 3.09717916e-01 1.07674088e-01 7.15640442e-02 -2.20005363e-01\n", + " 1.86233778e-01 1.57594242e-01 -5.49978708e-01 -5.43704716e-01\n", + " -8.57259446e-02 -1.64934448e-01 -2.74520939e-01 -2.02993943e-02\n", + " 7.35590364e-02 7.10864251e-01 5.59782957e-01 2.11974456e-01\n", + " -1.65616043e-01 2.24164320e-02 2.73375665e-01 -2.73927666e-01\n", + " 7.49276376e-01 3.04509036e-01 -5.09006569e-01 3.13396887e-02\n", + " 1.58114345e-01 3.05607651e-01 -9.98561558e-02 -1.18606292e-01\n", + " 2.31204037e-01 7.02210195e-03 1.16546138e-01 9.40329727e-02\n", + " -3.79381049e-01 -8.11568623e-01 2.10422878e-01 -4.60731889e-01\n", + " 1.67108858e-01 1.42134383e-01 1.66875418e-01 1.76288853e-01\n", + " -1.19712535e-01 -3.26199704e-01 6.17202248e-01 6.42596248e-01\n", + " -4.26982049e-01 1.09653473e-01 -5.10213437e-01 8.16888943e-01\n", + " 4.75966006e-01 -3.17088001e-01 2.49429427e-01 -5.03402979e-02\n", + " 4.73276945e-01 1.33577481e-01 -2.00959719e-01 2.23646478e-01\n", + " -2.97066021e-01 -2.03389643e-01 9.28284332e-02 4.75347732e-01\n", + " -1.43418764e-01 2.16754127e-01 2.92765947e-01 8.77097399e-01\n", + " -2.04647716e-01 2.53571744e-01 -4.41379757e-01 8.88948648e-02\n", + " 2.88300346e-01 -3.49411361e-02 -1.26158389e-01 9.46956176e-02\n", + " 3.02131682e-01 6.76765264e-01 -7.17393264e-02 6.11922238e-02\n", + " -1.08114201e-01 -1.32098585e-01 -4.03291400e-02 4.42197008e-01\n", + " -9.44680999e-03 -9.42583770e-02 -2.16921466e-01 -1.27462729e-01\n", + " 4.76500323e-02 5.29794733e-01 -1.69220906e-01 -1.09586010e-02\n", + " -1.80302034e-02 1.95989394e-01 -6.49247932e-01 4.63890833e-01\n", + " -4.01196227e-01 6.31330186e-01 -3.65760377e-01 8.97985021e-02\n", + " -6.51515375e-01 -1.63606894e-01 -3.97424722e-01 -1.24041710e-01\n", + " 4.45830897e-01 -2.63756644e-01 2.19538873e-01 -7.29674936e-01\n", + " -1.57821976e-01 2.65275089e-01 4.49538296e-01 1.71701804e-03\n", + " 4.37742787e-01 3.88566983e-01 -2.74062505e-01 -1.11673469e-01\n", + " 6.47164632e-02 -5.20015373e-02 3.66372437e-01 -1.03052721e-01\n", + " -3.94095992e-01 -3.34988030e-01 4.36940390e-01 3.25774463e-01]\n", + "Found 2115 total galaxies in catalog for cluster 4434\n", + "[-0.1846518 -0.13869452 0.35082421 ... 0.00815364 0.22759973\n", + " -0.33323614]\n", + "Found 2031 total galaxies in catalog for cluster 3939\n", + "[ 0.57271278 -0.05361408 -0.19370542 ... -0.02715269 0.01194859\n", + " -0.14176997]\n", + "Found 4680 total galaxies in catalog for cluster 6139\n", + "[-0.18902135 0.01427802 -0.1919366 ... 0.24056515 0.06383957\n", + " 0.17788326]\n", + "Found 1457 total galaxies in catalog for cluster 4709\n", + "[ 0.50881643 -0.03780881 -0.37321073 ... -0.05748262 -0.2746567\n", + " -0.23447674]\n", + "Found 4468 total galaxies in catalog for cluster 7121\n", + "[-0.10727189 0.34338639 -0.38368821 ... -0.11123612 -0.19040646\n", + " 0.2689072 ]\n", + "Found 3759 total galaxies in catalog for cluster 8547\n", + "[ 0.30614401 0.22411091 0.18860074 ... -0.07828026 -0.13924719\n", + " 0.21569544]\n", + "Found 1031 total galaxies in catalog for cluster 8685\n", + "[-0.18104093 -0.10184904 0.29612165 ... 0.39745233 -0.19683878\n", + " 0.27066223]\n", + "Found 745 total galaxies in catalog for cluster 8995\n", + "[ 3.08158963e-01 2.70568626e-01 3.87612654e-01 -3.76266087e-01\n", + " -3.03567444e-01 -3.61281100e-01 -2.14580427e-01 -4.36547887e-01\n", + " -3.63049533e-01 -4.93054753e-01 -1.73737327e-01 -1.02149144e-01\n", + " -3.47961104e-01 -2.75468214e-01 3.19546941e-01 -9.18392944e-02\n", + " 3.83905925e-01 2.63163363e-02 -9.04354870e-02 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5.18393307e-01\n", + " -1.48984464e-01 -2.83684688e-01 1.57907959e-01 -2.05136890e-01\n", + " -9.31138964e-02 2.60864508e-01 1.20772740e-02 9.51411001e-02\n", + " -6.50405852e-01 4.72701599e-01 -1.49399754e-01 -2.58855180e-01\n", + " -2.77712408e-01 -3.57869741e-01 -2.84689330e-01 -4.75673586e-02\n", + " -3.27153270e-02 -1.31215527e-01 -1.06190087e-01 -3.56486853e-01\n", + " 2.26018927e-02 -5.70611920e-03 -7.60134474e-02 2.08974024e-01\n", + " 1.33053473e-01 2.33994609e-01 -1.23118907e-01 4.01599579e-02\n", + " -5.54569774e-02 2.65926987e-01 4.79736231e-01 -2.23639553e-01\n", + " 6.79203311e-01 2.16631154e-01 -2.40383484e-01 -3.44826994e-01\n", + " -5.46990430e-01 -4.01361463e-01 -4.04041013e-01 3.40752876e-01\n", + " 4.20398994e-02]\n", + "Found 4269 total galaxies in catalog for cluster 7698\n", + "[-0.14774703 0.28167431 -0.42778098 ... 0.32263902 -0.19401332\n", + " 0.31214739]\n", + "Found 6780 total galaxies in catalog for cluster 10999\n", + "[-0.46873341 0.36886957 -0.58622857 ... 0.18868981 0.13158685\n", + " 0.21428358]\n", + "Found 831 total galaxies in catalog for cluster 9029\n", + "[-4.97725422e-02 -2.38960480e-01 -6.86735013e-02 1.37914256e-01\n", + " -2.26398985e-01 1.91298745e-01 -5.06826011e-01 -3.54651210e-01\n", + " -4.13685570e-01 -2.11484534e-01 -4.76152810e-01 -5.69374445e-02\n", + " -4.88438315e-02 1.97321778e-01 2.17077144e-01 1.55975563e-01\n", + " 7.26688522e-02 3.03316815e-01 -4.24796570e-01 -5.57893214e-01\n", + " -2.65892210e-01 -4.28802091e-01 8.26407277e-01 -1.91579775e-01\n", + " -4.89112168e-01 -1.00273857e-01 -3.66814383e-01 -3.54092088e-02\n", + " -1.60788793e-01 1.32108500e-01 4.29251573e-01 -3.39308173e-01\n", + " -2.41658876e-01 -5.36064316e-01 2.49300344e-01 5.25830020e-01\n", + " 7.31237075e-01 1.18096878e-01 3.31613054e-01 -8.35845477e-01\n", + " -1.24598928e-01 7.26159711e-02 -7.80378112e-02 1.67285350e-01\n", + " -5.30678223e-01 6.32534327e-01 -2.69645326e-01 -1.37770058e-01\n", + " 1.58584718e-01 5.90576532e-01 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3.45435536e-01\n", + " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", + " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", + " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", + " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", + " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", + " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", + " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", + " 2.15040365e-01 -3.51315978e-03 -2.34448201e-01 -1.07617714e-01\n", + " -3.47731079e-02 5.06018595e-01 -2.11127871e-01 -1.15676847e-01\n", + " -1.46181994e-02 -4.82762255e-01 8.97443206e-02 2.73606483e-01\n", + " -1.20962695e-01 -4.05863975e-01 3.49338539e-01 3.02930902e-01\n", + " 1.95592302e-01 -1.01607911e-01 8.66495572e-02 -3.52617755e-01\n", + " 4.16492360e-01 -2.17308396e-01 1.49310404e-01 5.40482797e-01\n", + " 1.02148560e-01 -2.98040772e-01 7.24516983e-01 -2.63083828e-01\n", + " 4.19480852e-01 2.13964556e-02 2.25236053e-01 2.79928140e-01\n", + " -8.33573495e-02 2.99391130e-01 -3.60134339e-01 1.95560597e-01\n", + " 5.16679399e-01 1.22654385e-01 -2.47236627e-01 8.55998526e-02\n", + " -9.20237527e-02 -6.42795672e-01 9.24697146e-02 -4.41475383e-01\n", + " 7.97829943e-01 7.59651097e-02 -5.09166463e-01 -1.49146099e-01\n", + " 2.13837717e-01 -2.32478001e-01 -2.88470512e-01 -1.67085231e-01\n", + " -6.37889354e-01 -4.92501583e-01 1.07631899e-02 9.35109345e-02\n", + " -4.92878398e-01 -2.22395487e-02 1.97407687e-01 4.44801273e-01\n", + " -3.93147733e-02 -4.56590309e-01 -1.21305481e-01 2.60257724e-01\n", + " 4.01241031e-01 5.92750278e-01 5.05908731e-01 1.94652895e-01\n", + " 1.33434463e-01 4.11270730e-01 -1.93693251e-01]\n", + "Found 1497 total galaxies in catalog for cluster 9429\n", + "[-0.24377041 -0.15982066 -0.31670849 ... -0.20835101 -0.24890121\n", + " 0.07124926]\n", + "Found 2438 total galaxies in catalog for cluster 10146\n", + "[-0.49033583 -0.25226827 -0.15399442 ... 0.18863975 -0.23954712\n", + " -0.31784094]\n", + "Found 3389 total galaxies in catalog for cluster 14476\n", + "[-0.58077888 -0.6129815 0.06780588 ... -0.32809431 0.07547414\n", + " -0.20172479]\n", + "Found 0 total galaxies in catalog for cluster 8395\n", + "[]\n", + "Found 5129 total galaxies in catalog for cluster 16657\n", + "[ 0.32878727 0.57787372 -0.18646609 ... -0.27555603 -0.23492938\n", + " 0.12734837]\n", + "Found 3824 total galaxies in catalog for cluster 13039\n", + "[-0.15678686 0.25666629 -0.42336934 ... 0.4031683 -0.22883061\n", + " 0.24806771]\n", + "Found 3113 total galaxies in catalog for cluster 15382\n", + "[ 0.61791087 -0.11386178 -0.06035778 ... 0.00927588 0.09306607\n", + " -0.13378937]\n", + "Found 1856 total galaxies in catalog for cluster 17011\n", + "[ 0.19937101 -0.21214132 -0.25984545 ... -0.08740959 -0.07087565\n", + " 0.2199447 ]\n", + "Found 7041 total galaxies in catalog for cluster 8523\n", + "[ 0.46240308 0.59430692 -0.20745806 ... 0.08804989 -0.12540515\n", + " 0.20523453]\n", + "Found 1266 total galaxies in catalog for cluster 11300\n", + "[ 0.51677812 -0.02031883 -0.24758894 ... 0.61638037 -0.24263329\n", + " -0.00500442]\n", + "Found 6914 total galaxies in catalog for cluster 17462\n", + "[-0.46898861 0.45649662 0.59495044 ... -0.00881185 0.10644044\n", + " -0.12822077]\n", + "Found 1779 total galaxies in catalog for cluster 13025\n", + "[-0.27277944 -0.15978372 -0.2573599 ... -0.00270624 0.19862907\n", + " -0.30636958]\n", + "Found 2475 total galaxies in catalog for cluster 21385\n", + "[ 0.05356844 0.07100849 0.24670627 ... 0.20833703 -0.11583338\n", + " -0.31267003]\n", + "Found 3190 total galaxies in catalog for cluster 20888\n", + "[ 0.81515586 -0.74129456 -0.27364445 ... 0.07390696 0.12357484\n", + " -0.32799586]\n", + "Found 4280 total galaxies in catalog for cluster 21815\n", + "[ 0.19995821 -0.13635579 0.11484649 ... 0.12949039 0.1622572\n", + " 0.30548736]\n", + "Found 1241 total galaxies in catalog for cluster 7594\n", + "[-0.37646813 -0.03512557 -0.48517606 ... 0.23430754 0.26393841\n", + " 0.32812388]\n", + "Found 753 total galaxies in catalog for cluster 21425\n", + "[-2.14730346e-02 3.72320963e-02 -4.69937987e-01 3.56908188e-01\n", + " 3.23929643e-01 1.00949529e-01 -1.73055845e-03 2.42679699e-02\n", + " -7.57985576e-01 -2.36185647e-02 -2.17171173e-01 3.91267059e-02\n", + " 2.37333346e-01 1.10722807e-01 2.90436475e-01 2.59170815e-01\n", + " -2.09241221e-01 7.51996584e-01 -6.35466612e-01 -3.15648792e-02\n", + " 1.00201903e-01 5.11008411e-01 5.63212885e-02 8.34542869e-01\n", + " -6.90312071e-02 4.85535690e-01 -1.71913978e-01 -7.73137799e-01\n", + " 3.95415553e-01 5.98015116e-01 1.84866416e-01 4.71774260e-01\n", + " 4.27797214e-02 -7.53906859e-02 -5.44727540e-02 3.64148807e-01\n", + " -4.09072698e-01 2.35796161e-01 -2.14207662e-02 2.63201285e-03\n", + " -3.79961133e-01 1.73210973e-01 -3.34763753e-01 -2.55475569e-01\n", + " 6.98917268e-02 -5.83015266e-01 3.82642485e-01 1.05967028e-01\n", + " 3.35383676e-01 2.89896208e-01 6.68457093e-01 -1.55318707e-01\n", + " -1.24647258e-01 -4.68559242e-02 1.13713664e-01 1.00145397e-01\n", + " 8.41219149e-01 4.31504493e-01 1.98200127e-01 -2.68647835e-01\n", + " -9.04658359e-02 -1.85742016e-01 -1.60358272e-01 -2.65457139e-01\n", + " 2.39336648e-01 -3.28339154e-01 -2.36276195e-01 5.64496139e-01\n", + " 1.73119406e-01 2.69871991e-01 7.54782636e-02 8.24412498e-01\n", + " 4.96302284e-01 2.33100581e-01 1.13579784e-01 3.86994163e-01\n", + " -4.02315443e-01 -6.91878997e-01 -1.97926621e-01 8.00541253e-02\n", + " 3.47316379e-02 -9.43817227e-02 -1.11808759e-01 5.74299860e-02\n", + " 2.52905935e-01 3.07677714e-01 7.25837745e-02 1.07408465e-01\n", + " 2.19536120e-01 -2.41839640e-01 4.03009982e-01 -2.74989571e-02\n", + " -6.42381649e-01 8.03381954e-01 -3.14905492e-01 6.66710908e-01\n", + " 3.41667992e-01 -7.29881922e-02 -8.38658218e-02 3.57024177e-01\n", + " -7.23662252e-02 -5.28512567e-01 -6.86396131e-01 5.73435519e-01\n", + " 2.86147054e-01 -5.69557091e-01 2.11101835e-01 2.32572219e-01\n", + " 4.06498056e-01 3.17878377e-03 1.38324208e-01 2.44627180e-01\n", + " 4.91717578e-01 6.00017572e-01 -3.99420184e-02 5.26450215e-02\n", + " -1.60392442e-02 1.21060056e-01 -3.53787613e-02 -5.84483707e-02\n", + " -2.15037782e-01 1.74207525e-01 -9.35932238e-02 2.06751036e-01\n", + " 1.69543061e-01 -6.45986009e-01 -5.12422462e-02 -4.24639308e-01\n", + " -4.80820636e-01 -3.77427939e-01 -2.13028333e-01 -4.08937898e-01\n", + " 5.16014201e-01 5.25217366e-01 -2.36946062e-01 5.95373427e-01\n", + " 4.06541235e-01 1.66076141e-01 1.50332867e-02 6.74440955e-02\n", + " -2.35928018e-01 5.91486286e-01 -2.33595517e-01 5.93338082e-01\n", + " -6.41703895e-02 -1.79608072e-01 3.36398287e-01 -1.56808565e-01\n", + " 4.63286339e-01 -1.67462517e-01 -3.65497225e-01 3.55048440e-01\n", + " -8.41198018e-02 -1.80550932e-01 -4.65085499e-01 1.90878213e-01\n", + " 2.99481408e-01 1.41043691e-01 -2.52812198e-01 -5.63948317e-01\n", + " -3.96226779e-01 9.30174373e-02 -6.11761493e-01 1.39503996e-01\n", + " 1.62656310e-01 -4.03927619e-01 -2.53794978e-01 2.55528791e-01\n", + " 5.28818102e-01 5.22947731e-02 -1.15826125e-01 -4.84087177e-01\n", + " 7.27522404e-03 -3.57519298e-01 1.33514396e-01 3.36047090e-01\n", + " 2.76226751e-02 1.11939473e-02 -6.19970162e-01 -1.11749916e-01\n", + " -3.53917800e-01 5.27959047e-01 6.97896532e-01 2.18042459e-01\n", + " -1.86164964e-01 -1.81912169e-01 2.12736103e-01 -4.99631242e-02\n", + " 5.73936140e-01 2.05440514e-01 -1.72252763e-02 4.08957859e-02\n", + " -3.26572647e-02 4.56586784e-02 -3.67014509e-01 1.60625507e-01\n", + " 1.53356868e-01 1.20650853e-01 -9.41458184e-02 -9.74616908e-02\n", + " -1.50704853e-02 3.69961842e-01 -2.97218481e-01 -1.60474645e-01\n", + " 2.57010717e-01 -1.21301486e-01 6.44498303e-03 4.48287536e-01\n", + " 2.52051887e-01 5.87608900e-01 -3.12363017e-01 -1.39761467e-01\n", + " -4.42471449e-03 -2.61790607e-01 6.13968548e-02 -1.36658874e+00\n", + " -3.31488485e-01 4.08540206e-01 -6.95549195e-01 3.10345626e-01\n", + " 3.42625040e-01 -3.49576344e-01 3.93657061e-02 -1.66564610e-01\n", + " 5.99727750e-01 -4.02016273e-01 -1.16768967e-01 3.95531339e-01\n", + " 2.58660058e-01 -2.27338817e-01 1.28414895e-02 5.50015325e-01\n", + " -7.63552667e-02 1.02720953e-01 3.65325409e-01 -4.00004343e-02\n", + " 8.67615785e-02 3.48572827e-02 4.95725955e-01 2.18632691e-01\n", + " 1.05074799e-01 -1.55627520e-01 -1.63718385e-01 1.33573093e-01\n", + " 2.28070503e-01 -1.82576711e-01 5.70360606e-01 5.24170396e-01\n", + " 2.30923312e-01 -4.64778508e-02 -2.46904706e-01 2.68686234e-01\n", + " 4.44023403e-01 2.83977736e-01 1.10889576e-01 -5.41057658e-01\n", + " 2.07043743e-01 1.84211416e-01 -4.04986441e-01 -1.52142746e-01\n", + " -1.89765294e-02 3.77301193e-01 -3.05654832e-01 3.80421576e-02\n", + " -5.26078874e-01 2.61942200e-01 4.16670183e-02 -7.29818688e-02\n", + " 2.47376153e-01 4.17941808e-01 4.29904575e-01 2.69924158e-01\n", + " 1.35061917e-01 -2.63035886e-01 -6.40606963e-01 3.26412309e-01\n", + " 1.91092028e-01 4.76850118e-01 -4.08726245e-02 -1.87387243e-01\n", + " 5.86979179e-01 3.96162753e-01 2.91857263e-01 -3.50838360e-01\n", + " -2.96055193e-02 -4.24868206e-02 -1.54583352e-01 5.54252961e-02\n", + " 9.64864087e-02 3.46552363e-01 2.35203224e-01 2.15419467e-01\n", + " 5.12035332e-02 3.64301593e-01 8.84298987e-02 -2.04951984e-01\n", + " -3.41517904e-01 -7.58342398e-02 6.04669689e-01 2.02474141e-01\n", + " -3.69209234e-01 2.99874964e-01 -6.34258503e-02 7.69429682e-01\n", + " 4.87639050e-01 -2.92108586e-01 2.19229228e-01 4.06936403e-01\n", + " 2.22839578e-01 2.59846542e-01 -2.53248499e-01 2.68341432e-01\n", + " -7.90173977e-01 -1.03641014e-01 -7.36284620e-02 1.45933506e-01\n", + " -3.49077399e-01 -7.02529853e-02 -1.31736786e-01 -1.76980757e-01\n", + " 3.54664821e-01 -2.71113020e-01 -1.99548671e-01 -1.31314651e-01\n", + " 4.49183938e-02 1.27755225e-01 2.41624698e-01 -4.63790519e-01\n", + " -6.12709541e-02 1.87386813e-01 -8.21536014e-01 -1.48245645e-01\n", + " -3.64977934e-01 2.56628744e-01 8.29493320e-01 -2.82548692e-01\n", + " 3.66807103e-02 -4.57541863e-02 1.46820959e-01 3.56764374e-01\n", + " 3.19822944e-02 2.18685980e-01 -8.64307905e-03 -1.63471015e-01\n", + " -2.35748853e-01 -4.89288710e-01 2.38379307e-02 -2.41270896e-01\n", + " 5.02538071e-01 1.10838728e-02 1.21403517e-01 1.06190943e-01\n", + " 1.02924276e-01 5.12168665e-01 5.33000116e-01 -1.67169099e-01\n", + " -2.36932586e-01 1.19500767e-01 -3.97937633e-01 -7.83517767e-01\n", + " -1.53347643e-02 9.02364833e-01 -1.39521870e-01 -1.00512464e-01\n", + " -1.19750968e-01 -3.88801795e-01 1.20248728e+00 -3.16109369e-01\n", + " -2.88595715e-01 -4.04202864e-01 -2.22208205e-01 5.57168703e-01\n", + " -4.14303814e-01 2.70871130e-01 3.96790847e-01 -4.85889790e-01\n", + " 1.01012011e-02 2.27900225e-01 -1.63148482e-01 -1.82401571e-01\n", + " 2.42814814e-01 3.98498761e-02 -9.95822192e-01 7.36932836e-02\n", + " 2.67449221e-01 3.09477902e-01 -2.08873297e-02 2.52767395e-01\n", + " -4.06214353e-01 1.16754310e-01 -4.06051407e-01 -2.81088901e-01\n", + " 6.33725594e-02 -1.15811203e-01 -1.36632774e-01 1.52322574e-02\n", + " -2.28635747e-01 -6.46255567e-02 2.67823043e-01 2.41395597e-02\n", + " -2.83384763e-01 -1.82766430e-01 -5.23259005e-01 -3.00498029e-01\n", + " 1.90334073e-01 -5.98534144e-01 1.86575816e-01 -1.50883500e-01\n", + " -1.10262255e-01 7.76599758e-02 1.47937714e-01 5.64680626e-01\n", + " -2.90455182e-01 2.28675910e-01 -5.38525332e-01 4.54932416e-01\n", + " 6.22946334e-01 -4.91712201e-01 2.51572098e-01 1.48486419e-01\n", + " -3.56816566e-01 -7.75624907e-04 2.49921171e-01 1.80544136e-01\n", + " 1.94915862e-01 6.85532176e-02 8.75167855e-02 -9.88772111e-02\n", + " 6.00468589e-01 4.17097143e-01 2.44295035e-01 -3.72189656e-01\n", + " 1.50583218e-01 6.44133738e-01 -7.42761081e-02 5.77180832e-02\n", + " 3.47013234e-01 8.52566707e-02 1.36812004e-01 -2.43475602e-01\n", + " 9.81345316e-02 -3.11432537e-01 2.34047827e-02 1.78658575e-01\n", + " 3.37169040e-01 3.38104847e-01 -2.11655441e-01 -4.76683746e-01\n", + " 3.10359091e-01 -4.48167325e-01 -2.00168364e-01 -1.29246213e-01\n", + " 1.69423505e-01 -2.51332101e-01 -4.34083039e-01 -2.60292061e-01\n", + " -3.96783467e-01 -2.74031482e-01 1.98083700e-01 6.93449663e-03\n", + " 4.17899755e-01 1.34025700e-01 7.01712748e-01 9.25855945e-02\n", + " 3.69987967e-01 6.58963053e-01 -5.14522204e-02 1.98612424e-01\n", + " 2.52645861e-01 -3.26468329e-02 -2.82858885e-01 -7.26745616e-02\n", + " 8.97302543e-01 -8.59791991e-02 2.54262184e-02 9.11943012e-03\n", + " 1.12794212e+00 -3.56711394e-01 2.48765761e-01 -3.34527341e-01\n", + " -8.94415005e-02 -2.46987592e-01 -2.17223408e-01 4.53311593e-01\n", + " -4.48197612e-02 3.78434491e-01 2.38495946e-01 -4.19479091e-01\n", + " 2.19095923e-01 -5.09050422e-01 6.19585610e-01 4.09514257e-01\n", + " -2.68743775e-01 4.98255124e-02 -2.90880643e-01 -4.43398561e-02\n", + " 5.64743831e-01 -2.83086475e-01 1.58352043e-01 -3.24908149e-01\n", + " 5.83877219e-01 -1.17356929e-01 1.64104438e-01 2.33998981e-01\n", + " 2.32658391e-01 -3.07210119e-01 -5.96027981e-01 -1.19206593e-01\n", + " 9.20345116e-01 2.09931196e-01 1.91787263e-01 -4.08203212e-01\n", + " -7.20195211e-02 3.32218671e-01 7.09715258e-01 1.10098265e-01\n", + " 2.77390908e-01 -5.34632772e-01 2.65665083e-01 -1.10947967e-02\n", + " -2.65635063e-01 -3.08013942e-01 -6.62417154e-01 3.04943537e-01\n", + " -1.73460754e-01 8.71319587e-02 4.03700635e-01 -5.06537193e-02\n", + " 6.26899868e-01 -9.26773431e-02 2.72782490e-01 -5.91939763e-01\n", + " -1.03978831e-01 4.62191436e-01 -4.03195262e-01 -2.26721292e-01\n", + " 2.53073155e-01 -3.41076294e-01 2.00629506e-02 8.32391941e-02\n", + " -1.79409265e-01 -6.64614327e-01 -3.78228731e-01 4.33214135e-01\n", + " 2.44411183e-01 -4.44153937e-01 -6.27382425e-01 1.52895794e-01\n", + " 2.20145553e-02 2.98147828e-01 1.08891732e-01 6.70089457e-02\n", + " 3.39069616e-01 -4.08289864e-01 2.89653162e-01 -1.58648900e-01\n", + " -2.21909916e-01 3.20763463e-02 -1.70535640e-01 2.53177766e-01\n", + " -2.79318057e-01 4.69593840e-02 3.00710924e-01 -1.60578987e-01\n", + " -2.77032253e-01 -2.34104321e-01 -9.23636215e-01 -3.00832668e-01\n", + " 2.60736672e-01 1.60166402e-02 -4.81109104e-02 5.89581926e-01\n", + " -1.07883199e-01 -5.49649054e-01 -1.84048155e-01 -2.41600457e-01\n", + " 5.56329163e-01 3.12507703e-01 -2.44266667e-01 9.45829104e-02\n", + " -1.29422129e-01 -1.63504491e-01 -1.09031136e-02 -1.61503489e-01\n", + " -4.75411456e-02 -2.93481588e-01 4.50311016e-01 4.86855419e-01\n", + " 3.83732248e-01 2.12420355e-01 -2.49479069e-01 1.04099705e-01\n", + " 9.99097053e-01 8.43922790e-01 -7.66193977e-02 -3.08507380e-03\n", + " 8.24136933e-01 7.18152593e-02 -1.10618409e-01 -1.19709733e-01\n", + " 1.84496018e-01 -5.44079117e-01 -5.44499361e-01 -1.67195609e-01\n", + " 2.24260929e-01 8.31975761e-02 1.82123580e-01 -1.51216784e-01\n", + " 2.88107729e-01 -3.27847171e-01 -1.87844562e-01 -3.59647141e-01\n", + " 1.53572012e-01 -4.40456555e-01 4.90456652e-01 -2.10587645e-02\n", + " 7.89584612e-02 9.44570487e-02 -4.65051453e-02 5.34261135e-01\n", + " 3.33738428e-01 2.80784357e-01 3.58522099e-01 -3.74911931e-02\n", + " 3.52143487e-01 9.43915633e-02 2.91611109e-01 -4.49364769e-01\n", + " -8.58396735e-02 -9.42685960e-02 2.66437793e-01 2.34393055e-01\n", + " -2.49212712e-01 5.81295852e-01 -5.02405532e-01 6.41498398e-01\n", + " 1.53697643e-01 -2.67667053e-01 -1.15417478e-01 1.39052398e-01\n", + " -5.12285930e-02 -1.87808654e-01 -5.12678472e-01 -1.82836494e-03\n", + " -4.40456421e-03 -1.23223465e-01 4.89056462e-01 7.02713135e-01\n", + " -1.43188870e-01 7.71913247e-02 5.09838362e-01 2.97558666e-01\n", + " 3.29411501e-02 1.24695352e-01 -2.47585513e-01 -3.45130889e-02\n", + " 1.04367113e-01 8.51591990e-02 -2.50646659e-02 5.38281036e-02\n", + " -3.70078349e-01 -4.98649573e-02 3.65295809e-03 -2.43811584e-02\n", + " 2.48094869e-02 1.54640396e-01 -1.89190086e-01 -4.20411416e-01\n", + " -3.84812679e-01 1.21379845e-01 3.40997852e-01 -2.05457007e-01\n", + " -1.93979390e-01 -3.15641153e-01 -1.36726896e-01 -7.06730971e-01\n", + " -7.78676286e-02 -4.27216230e-02 6.71071197e-01 -5.92032747e-01\n", + " 4.16830577e-01 4.30056026e-01 -1.06662130e-01 -4.12076323e-01\n", + " -2.58331298e-01 -1.06590390e-01 -1.49229180e-02 -6.82247958e-02\n", + " 3.35356332e-02 -2.11735883e-01 6.19095729e-01 -2.13278409e-01\n", + " -5.35523824e-01 -1.02510339e-01 4.78752107e-01 -7.73580831e-03\n", + " -1.98055337e-01 1.17988559e-02 -1.13519810e-01 -1.69763187e-01\n", + " -1.34824615e-01 -4.71346570e-02 3.76638446e-01 -1.00872329e-01\n", + " 2.06587876e-03 3.18427225e-01 -1.01843301e-01 5.50168823e-01\n", + " 1.47322490e-01 2.76277276e-01 -1.88947627e-01 1.93816513e-01\n", + " -5.13166220e-01 -7.89300878e-02 -2.15285934e-01 -4.12935874e-01\n", + " 8.03767313e-02 3.27134462e-01 -6.86702572e-01 1.46493799e-02\n", + " 1.43721164e-01 -6.94486117e-01 -3.58745414e-01 3.90702906e-02\n", + " -7.63379287e-03 5.23832249e-01 -2.69761525e-01 4.67668884e-02\n", + " 2.80930973e-01 3.81216292e-01 -2.44370568e-01 -4.93537252e-01\n", + " 2.91291021e-01 7.62016561e-02 -4.03541176e-01 -8.00642754e-02\n", + " 4.07941914e-01 -5.03968960e-02 2.23878665e-01 4.16582077e-01\n", + " 1.02777755e-01 -5.51856869e-02 7.91312256e-02 -1.71903509e-01\n", + " 2.61477785e-02 -2.83695615e-02 -4.34667711e-01 -1.33791166e-01\n", + " -4.66484380e-01 -2.13827174e-01 1.85263927e-01 -2.12275370e-01\n", + " -3.16222588e-01]\n", + "Found 8544 total galaxies in catalog for cluster 30553\n", + "[-0.44449465 0.33087091 0.09366119 ... 0.18350303 -0.14555847\n", + " 0.32640704]\n", + "Found 2319 total galaxies in catalog for cluster 11651\n", + "[ 0.39760791 0.25076287 -0.09370664 ... -0.45566517 0.1320266\n", + " -0.16584072]\n", + "Found 3379 total galaxies in catalog for cluster 27728\n", + "[ 0.23471281 0.1617201 0.20781677 ... -0.22811455 -0.20146981\n", + " 0.05928831]\n", + "Found 3570 total galaxies in catalog for cluster 30757\n", + "[ 0.83726556 -0.69001966 0.22518813 ... 0.14546627 0.11441397\n", + " -0.21312707]\n", + "Found 5920 total galaxies in catalog for cluster 32634\n", + "[-0.54039764 -0.09551192 0.32637363 ... -0.41407367 -0.14949823\n", + " 0.2596114 ]\n", + "Found 3397 total galaxies in catalog for cluster 33429\n", + "[-0.48709646 -0.26568019 0.18120166 ... -0.10187624 -0.06322628\n", + " -0.27735324]\n", + "Found 2520 total galaxies in catalog for cluster 15656\n", + "[-0.59825803 -0.18773563 -0.15795984 ... 0.21225409 -0.25639667\n", + " -0.29242835]\n", + "Found 1301 total galaxies in catalog for cluster 29784\n", + "[ 0.89110343 0.00106607 -0.42564977 ... -0.08097825 0.22757173\n", + " -0.33720073]\n", + "Found 2496 total galaxies in catalog for cluster 22630\n", + "[ 0.15976609 -0.32354865 0.10964145 ... -0.11737921 0.37863276\n", + " -0.05904138]\n", + "Found 1412 total galaxies in catalog for cluster 17777\n", + "[-0.10103949 0.27382009 -0.06989429 ... -0.17819784 -0.13774879\n", + " 0.18073236]\n", + "Found 2447 total galaxies in catalog for cluster 33569\n", + "[-0.08223309 0.64393395 -0.24525549 ... 0.2785183 -0.00710725\n", + " 0.01416388]\n", + "Found 2567 total galaxies in catalog for cluster 39996\n", + "[-0.4677535 -0.04567612 0.21802143 ... -0.24862595 0.16740302\n", + " -0.33765771]\n", + "Found 3898 total galaxies in catalog for cluster 37007\n", + "[-0.66683517 -0.83886516 -0.07782879 ... 0.15528643 0.19650853\n", + " -0.04632037]\n", + "Found 5029 total galaxies in catalog for cluster 25937\n", + "[-0.31232788 -0.08560746 0.15255857 ... 0.02635474 -0.12560845\n", + " -0.32814969]\n", + "Found 1767 total galaxies in catalog for cluster 24386\n", + "[-0.59197615 0.40492922 -0.16415567 ... -0.0817034 -0.04722498\n", + " 0.17678064]\n", + "Found 5781 total galaxies in catalog for cluster 44685\n", + "[-0.43850503 0.2349735 0.59143941 ... 0.1780916 0.19298336\n", + " 0.0562919 ]\n", + "Found 3010 total galaxies in catalog for cluster 48725\n", + "[ 0.06694674 0.10671054 0.32642851 ... -0.29535285 -0.12527403\n", + " -0.14960155]\n", + "Found 2086 total galaxies in catalog for cluster 27260\n", + "[ 0.04170846 0.45779465 0.29455461 ... 0.07302322 -0.19373682\n", + " -0.09877115]\n", + "Found 2181 total galaxies in catalog for cluster 35316\n", + "[-0.46083618 0.42384425 0.24206509 ... -0.40295261 0.13334764\n", + " -0.27408816]\n", + "Found 1650 total galaxies in catalog for cluster 59428\n", + "[ 0.30724792 0.32540611 0.03346879 ... -0.24494628 -0.19486009\n", + " -0.21822688]\n", + "Found 2386 total galaxies in catalog for cluster 25976\n", + "[ 0.46511003 -0.33841987 -0.01852946 ... -0.43430721 -0.1062464\n", + " -0.16434883]\n", + "Found 3914 total galaxies in catalog for cluster 31596\n", + "[ 0.32089287 -0.13789467 -0.35518742 ... -0.10241494 -0.19251326\n", + " -0.18635589]\n", + "Found 6473 total galaxies in catalog for cluster 26346\n", + "[ 0.05561808 0.59199334 0.0073064 ... -0.2685966 -0.2305854\n", + " -0.10088378]\n", + "Found 3527 total galaxies in catalog for cluster 36608\n", + "[ 0.28305776 0.14040335 0.20884253 ... -0.24507671 -0.17460524\n", + " 0.15965588]\n", + "Found 4209 total galaxies in catalog for cluster 26938\n", + "[0.39900624 0.59207536 0.08596365 ... 0.14771541 0.02292563 0.12189737]\n", + "Found 1687 total galaxies in catalog for cluster 74483\n", + "[ 0.22102443 0.19972834 -0.29813361 ... -0.24333836 -0.21848731\n", + " 0.0805656 ]\n", + "Found 3308 total galaxies in catalog for cluster 62882\n", + "[ 0.15822059 -0.03701776 -0.46855013 ... 0.22583948 -0.32169655\n", + " 0.02876253]\n", + "Found 770 total galaxies in catalog for cluster 25770\n", + "[-1.41827127e-01 2.72917417e-01 -9.68007401e-02 8.27320874e-02\n", + " -9.80827968e-03 5.89190893e-01 3.30508795e-01 -2.03049768e-02\n", + " 3.06656882e-01 -1.13903500e-01 6.20377936e-01 -3.21610859e-02\n", + " -4.12513333e-01 5.02599504e-03 1.93877721e-01 5.95112176e-01\n", + " 2.19771619e-01 -3.69599142e-01 3.43336447e-01 -1.64441106e-01\n", + " 6.32548725e-01 -2.61267787e-01 -2.32962518e-01 5.03077023e-02\n", + " 2.91669775e-01 3.19206252e-01 2.04177802e-01 -2.09092612e-01\n", + " 1.70933125e-01 -1.86581814e-01 -9.63795212e-02 1.05078673e-01\n", + " -5.09730864e-02 3.93061811e-01 3.20160673e-01 -3.15617688e-01\n", + " -2.54393433e-01 -1.88119960e-01 7.86978078e-02 -1.05109265e-01\n", + " -1.54573543e-01 -2.46794012e-01 4.45804336e-01 3.56438393e-01\n", + " 9.46449328e-02 1.06731489e-01 -4.25066285e-01 -1.57648671e-01\n", + " -3.60583772e-02 9.36440234e-02 -6.98003213e-02 3.40439119e-01\n", + " 9.47662122e-03 5.73053474e-01 -5.92580842e-01 3.14327615e-01\n", + " 3.00325407e-01 2.43383072e-01 4.22692581e-01 -1.10092409e-02\n", + " -2.39411298e-01 6.03272211e-01 1.57647809e-01 4.03158382e-01\n", + " -2.77574303e-01 -3.40073119e-02 5.02121535e-01 -2.01095914e-01\n", + " 2.52741346e-01 8.40372094e-01 1.97111322e-01 -2.25590585e-01\n", + " -3.23188540e-01 -6.78133908e-01 -2.09138660e-01 -2.35246317e-01\n", + " 3.02202881e-01 -3.49115555e-02 4.31996363e-02 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+ " 1.69975425e-01 -5.23176294e-02 2.41635690e-01 5.26033223e-01\n", + " -2.82366771e-01 1.53788678e-02 -1.71221938e-01 -2.91919623e-01\n", + " 2.09977810e-02 -1.21703341e-01 2.74775036e-01 -1.21731932e-02\n", + " -2.08362019e-01 -2.44386944e-01 -1.02903962e-01 -1.86967666e-01\n", + " 1.02887572e-01 4.91194154e-02 2.67296366e-01 4.05096796e-01\n", + " -2.88306372e-01 2.44796174e-01 5.40796267e-03 2.74023746e-02\n", + " 6.15691028e-02 3.46412175e-01 -7.31533291e-01 3.09475211e-01\n", + " -3.24228046e-01 -2.06746701e-01 2.93197414e-01 -6.13617126e-01\n", + " -1.11955514e+00 -2.20728116e-01 -3.02056917e-01 -9.28296098e-02\n", + " -7.28960324e-02 -1.38482584e-01 -5.52040972e-01 3.17851325e-03\n", + " -2.58111884e-01 -2.06574504e-02 6.39255623e-01 7.05876209e-01\n", + " 5.09675936e-03 1.26001441e-01 -1.04908896e-02 1.00788115e-01\n", + " 3.48352080e-01 1.80440785e-01 -3.13360721e-01 -7.03594833e-01\n", + " 2.94070682e-01 1.57748362e-02 1.09205268e-01 5.74285297e-02\n", + " -4.04799042e-01 -5.49202381e-02 -4.72703665e-01 3.17656308e-02\n", + " -6.13021739e-02 -5.84768143e-01 -6.15193881e-01 3.31596837e-01\n", + " -2.27210984e-01 -9.40579929e-03]\n", + "Found 622 total galaxies in catalog for cluster 59302\n", + "[ 0.28198139 -0.09427361 0.45022495 -0.16050412 -0.54927094 -0.58016869\n", + " -0.10290788 -0.53069129 -0.08338951 -0.39278575 -0.27586226 0.33341793\n", + " 0.60249155 -0.06766247 -0.05716552 0.17456554 0.19610757 0.11287448\n", + " 0.4619246 0.15183532 0.50665203 0.19338427 0.09905482 -0.21887791\n", + " 0.34019513 0.29106471 -0.05872421 0.16835089 -0.06758411 0.28341029\n", + " -0.10651477 0.61242123 -0.13148241 -0.06035347 0.18015199 0.01942716\n", + " 0.3020353 -0.34408567 -0.00200049 -0.19273532 0.2864748 -0.02293021\n", + " 0.32868305 0.15184271 0.63329698 -0.37796856 -0.09764238 -0.1542745\n", + " 0.03218005 0.07543087 0.14838595 -0.7521811 -0.52842113 0.49961322\n", + " 0.22714575 0.03949269 0.15854617 -0.00128597 -0.06178901 -0.09160233\n", + " 0.73809207 0.65309771 -0.47907369 0.18024379 -0.21660433 0.25008195\n", + " -0.97603656 0.00723448 -0.06133854 0.480196 0.25663165 0.45056383\n", + " 0.10382368 -0.02978087 -0.20594663 -0.23684974 -0.48956058 -0.0677284\n", + " 0.00467573 -0.16518149 0.12908437 -0.03014792 0.17626386 -0.08186858\n", + " 0.10447369 -0.10777815 0.24880817 0.44234452 0.36909401 0.14231269\n", + " -0.06220433 -0.02347886 0.24610634 0.11134908 0.02473541 0.00348743\n", + " 0.24047602 -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705\n", + " 0.70353935 -0.64539321 0.26278817 -0.39411269 0.27993593 -0.02997445\n", + " 0.42350423 -0.21027237 -0.00476224 0.1307985 0.14144592 -0.26590064\n", + " -0.08597748 -0.01091568 0.43467588 0.02584536 -0.1764528 -0.26703644\n", + " -0.22658026 0.17817805 -0.13878797 -0.04341123 0.44455686 -0.29317833\n", + " 0.16907662 0.25898187 -0.21145343 0.41651161 -0.04547388 -0.24329167\n", + " -0.00288695 -0.42466294 -0.40115811 -0.23353144 -0.17270076 -0.37587737\n", + " 0.55370774 -0.12788435 -0.30051643 0.05153701 0.50971815 0.10664946\n", + " -0.85348321 -0.01928962 -0.26784695 0.40589241 0.15939806 0.11081399\n", + " -0.28810845 0.2298593 0.64478498 -0.11655647 -0.40672256 -0.58286455\n", + " -0.12801189 0.07131783 0.33227331 0.23909264 -0.23620588 -0.06030558\n", + " 0.44904955 0.50240183 0.31097719 -0.33340191 0.0998535 -0.00490598\n", + " 0.08917471 -0.6456662 0.30327284 0.15520685 0.51225527 0.48818978\n", + " 0.2296761 -0.03873786 1.03559094 -0.08255567 0.04642832 0.32373473\n", + " 0.2214239 -0.14305066 0.05910027 -0.06596952 -0.2526311 -0.13749074\n", + " 0.13302719 -0.00270377 -0.01757525 0.45220135 0.20014768 -0.06265121\n", + " -0.14409919 0.16573367 -0.36853201 -0.06629182 0.18805569 -0.3882322\n", + " 0.0691546 0.04009703 -0.2182302 0.06633279 -0.11919668 -0.52955455\n", + " -0.03315316 -0.32243813 0.15925049 0.1921269 -0.46149467 0.0813279\n", + " 0.31760904 0.16027228 0.18999218 -0.09159386 -0.0047224 -0.27918361\n", + " 0.78981834 -0.31935649 0.04198187 0.25204295 -0.37136413 0.25566216\n", + " -0.11283529 -0.30054139 0.27887194 0.51496013 -0.1491137 0.24207707\n", + " 0.35456143 -0.09855049 -0.48714799 -0.00349147 -0.16765788 0.15153627\n", + " 0.32906012 0.27132893 -0.03437923 0.36345961 -0.53534567 -0.06419938\n", + " -0.35727209 0.37453369 0.02862477 -0.30940367 -0.7016124 0.40758784\n", + " 0.2886936 -0.11693672 -0.20397376 0.4838847 -0.40694087 -0.23183956\n", + " 0.61783619 -0.24275999 0.71624778 -0.04851256 0.09743434 0.08020081\n", + " 0.22820985 -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789\n", + " -0.03800425 -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536\n", + " -0.01248452 -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163\n", + " 0.49517426 -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017\n", + " 0.02331328 1.00128851 0.1140784 0.06848525 0.00745635 -0.59196988\n", + " 0.5698269 -0.77582658 0.19018918 -0.54949149 0.27892862 -0.11721174\n", + " 0.01372189 -0.19826843 -0.16820493 0.09408494 0.42709648 0.44531959\n", + " -0.23617979 -0.01771833 0.05673598 0.54348613 -0.42291197 0.00604222\n", + " 0.23991114 -0.1156619 -0.33981177 -0.27535409 -0.0730514 0.08619012\n", + " 0.28103851 0.0759593 0.5787172 -0.29581529 0.40233924 -0.67544697\n", + " -0.27618368 0.0807007 0.47662885 0.80014144 0.0331896 0.01128167\n", + " 0.84118728 -0.00860522 -0.19407331 -0.29067564 0.06681775 -0.66630301\n", + " -0.13487112 0.6073306 -0.17733756 -0.06844052 -0.05078984 -0.32472552\n", + " -0.74783914 -0.28950767 -0.10484004 0.16928471 -0.3158421 -0.75437396\n", + " -0.29700701 -0.06707425 0.24155822 -0.6070033 0.40440298 0.48225626\n", + " -0.36403539 -0.17369476 -0.1402689 0.47232395 0.60337631 0.20819399\n", + " -0.23068501 0.09346703 -0.61638529 -0.13664081 0.42352969 -0.21968719\n", + " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", + " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.07148584\n", + " 0.20449139 -0.21038827 -0.06275295 -0.01737246 -0.13441127 0.28388974\n", + " -0.42624492 0.40878183 0.17816298 -0.59018023 0.00332248 -0.05265709\n", + " -0.00638788 0.30820818 -0.33900044 0.33941315 -0.57128401 0.79917338\n", + " 0.36769866 0.49717718 0.02101731 -0.07320512 -0.24801392 0.0105963\n", + " 0.31622004 -0.04802494 0.08124256 -0.16818379 0.45415854 0.06107316\n", + " 0.31823153 -0.15866534 -0.11144083 -0.28665125 0.22047085 -0.26362738\n", + " -0.07177424 0.49628657 -0.42295375 0.33278329 0.28977293 0.34553862\n", + " 0.57098034 -0.05633348 0.02369362 0.1739338 -0.34227206 -0.27525552\n", + " 0.12538579 0.449764 -0.24946475 -0.55895513 0.17739929 0.06274196\n", + " -0.07408034 -0.12544976 0.00206934 -0.18555698 -0.17727417 0.32015989\n", + " -0.55777228 -0.2232127 0.17613297 -0.19189203 -0.24671479 0.25189502\n", + " 0.20660264 0.07524169 0.41623246 -0.71283104 0.30602709 0.01644355\n", + " 0.07052816 -0.33223808 -0.13506834 -0.07978173 -0.00495612 -0.36030836\n", + " -0.09038704 -0.37699333 -0.18169498 0.47563459 0.00743442 -0.42778468\n", + " 0.24916695 0.28785238 -0.25828662 0.27037893 0.29947667 0.12540593\n", + " -0.57230805 -0.17215418 0.76791478 0.54260941 0.00451269 0.08829456\n", + " -0.49599681 0.12552144 0.29437735 -0.24427217 0.00521472 -0.13823206\n", + " -0.42603578 0.08853049 0.0325564 -0.09971871 0.32521805 0.17957174\n", + " 0.03693578 -0.36513035 -0.38362263 0.2543466 0.57654927 0.52602136\n", + " -0.03275276 0.17764793 -0.31210603 -0.2476294 -0.11811441 0.45679535\n", + " -0.12380013 -0.09616751 -0.24961409 -0.08062807 0.13297211 0.11326318\n", + " 0.41340508 -0.18790088 -0.47464831 0.15100134 0.11081162 0.05093718\n", + " 0.08338737 -0.24053852 0.17821214 -0.21090406 0.20661209 0.02156347\n", + " 0.38202435 -0.36551322 0.22270046 -0.11441994 -0.40599494 -0.23845091\n", + " 0.03097259 -0.79225468 -0.0461534 -0.17194494 -0.51271033 -0.69333947\n", + " -0.10715767 0.10399956 -0.6925749 -0.5450986 0.39353552 -0.27663313\n", + " -0.13487854 -0.80693118 0.0973963 -0.2489656 -0.3762908 0.51416824\n", + " -0.08068194 -0.34819781 0.31418108 -0.3129743 -0.22171023 0.08919813\n", + " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 0.29549733\n", + " -0.13036097 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281\n", + " -0.09733946 -0.24884489 0.21768126 -0.00738029 0.26770758 -0.04257858\n", + " 0.64934433 0.6012541 0.34193981 0.22159095 0.22760763 -0.52321125\n", + " -0.04816206 0.54969506 -0.22052851 0.15482333 0.45673363 -0.10586041\n", + " -0.22419676 0.38532588 0.33503145 -0.24407898 0.09987012 0.53633373\n", + " 0.66201625 0.06799898 -0.10399683 -0.38563003 -0.3175067 0.18451241\n", + " 0.38248772 -0.08040749 -0.63261478 -0.38046399 0.34032383 -0.6625084\n", + " -0.55454228 0.16652604 -0.64649552 0.13287805 -0.27607463 0.13431635\n", + " 0.25907102 0.03548466 -0.02901425 -0.21811736 0.4332871 -0.10841417\n", + " -0.36082228 -0.30657611 -0.03256143 0.56831397 0.02105735 -0.23947836\n", + " -0.48431863 -0.43951148 -0.17336334 0.44250774 -0.09949431 0.18771043\n", + " 0.39373369 0.24748163 0.70702928 0.2749094 -0.32800499 -0.5873423\n", + " -0.20379784 -0.43748237 0.14783709 0.2853825 ]\n", + "Found 1529 total galaxies in catalog for cluster 53335\n", + "[ 0.09921818 0.32074792 0.34609609 ... -0.38182703 0.03097582\n", + " -0.16006497]\n", + "Found 775 total galaxies in catalog for cluster 23919\n", + "[ 2.13578043e-01 -1.15961977e-01 -1.31309799e-01 -3.29638622e-02\n", + " 3.10517446e-01 5.15402118e-03 -3.96587534e-01 -2.33012324e-01\n", + " -1.19760897e-01 6.64215183e-02 -5.24317978e-02 8.34231547e-02\n", + " 1.15324015e-01 -1.72081676e-01 4.28579655e-02 1.96916385e-01\n", + " -2.34622894e-01 -3.60580234e-01 -3.24645310e-01 -2.75189344e-01\n", + " -1.89803001e-02 -1.80380507e-01 2.51905096e-01 -2.87272321e-02\n", + " 1.71534196e-02 2.66667329e-01 5.75157131e-01 5.10114381e-01\n", + " 4.82244366e-01 3.54773284e-01 3.13420372e-01 -9.41625993e-02\n", + " 1.54988957e-02 -2.56281670e-01 6.84968583e-01 -3.55680642e-01\n", + " 5.00992000e-02 4.16302454e-01 -4.22059309e-01 3.12474977e-01\n", + " 3.81426005e-01 5.86886469e-01 5.47168285e-03 -2.60732013e-01\n", + " 2.56409519e-01 -1.18498408e-01 -2.46902085e-01 1.81650253e-01\n", + " -1.90101879e-01 -5.47988984e-01 -3.13606011e-01 -2.87374295e-01\n", + " 5.02878611e-02 2.35281620e-01 -3.46902478e-01 1.92874012e-01\n", + " -1.56745689e-01 2.24077974e-01 4.60888809e-01 -2.91547071e-01\n", + " -2.37712820e-01 2.12405868e-02 -9.52130603e-02 2.96146725e-01\n", + " -3.87682040e-01 2.47804113e-01 -3.09476849e-01 9.84645125e-02\n", + " -2.65927956e-01 9.94817131e-02 -3.01830058e-01 -1.73862770e-01\n", + " 2.00617689e-01 -7.59090895e-01 3.32951138e-01 3.09405406e-01\n", + " 2.40364082e-01 1.59344977e-02 2.52465647e-01 -1.35081231e-01\n", + " -7.33408784e-01 -3.69631470e-01 -1.25139565e-01 -2.35096895e-01\n", + " 4.20341669e-01 -4.50240328e-01 2.11548823e-01 1.64824138e-01\n", + " -1.24552054e-01 -1.73631241e-01 -1.70647306e-01 3.77549438e-01\n", + " 5.38265259e-01 4.51691394e-01 3.42234544e-01 5.13932902e-01\n", + " 4.89530989e-01 -1.26249950e-01 5.78715498e-01 4.20276486e-02\n", + " 2.67549626e-02 3.49570177e-02 1.32677271e-01 3.07246906e-01\n", + " 7.74572264e-03 -1.50116146e-01 -2.68991407e-01 -6.88730959e-01\n", + " 9.00034828e-01 -2.76472810e-01 -2.56699807e-01 -1.56742425e-01\n", + " 3.30465889e-01 4.64697158e-02 2.38144355e-01 -4.13218218e-01\n", + " -3.55482929e-02 -3.75197291e-01 4.00529743e-02 1.98468032e-01\n", + " 3.04572206e-01 2.68804549e-01 4.50388106e-02 -2.44433433e-01\n", + " -1.17080397e-01 5.53682403e-02 -2.45473265e-02 1.13495614e-01\n", + " -4.42345086e-01 2.64626242e-01 1.47257019e-01 3.43603342e-01\n", + " -1.51786488e-01 9.80229413e-02 5.81496549e-02 3.24417474e-01\n", + " -2.32413101e-02 -4.15352336e-01 -2.79347418e-01 1.57962078e-01\n", + " -2.48134509e-01 5.88506702e-01 -6.28031178e-02 -6.02858775e-01\n", + " 5.55789144e-02 -3.50907197e-01 -1.03808900e-01 1.75630407e-01\n", + " 1.69232840e-01 3.08945141e-01 -1.74072329e-01 1.59700608e-02\n", + " 3.33512413e-02 3.90008691e-01 -3.73335633e-01 -2.21233225e-02\n", + " -1.22235030e-01 -7.88944866e-02 -4.24307259e-01 -1.35757201e-01\n", + " -2.50842341e-01 -2.22791435e-01 -2.41844526e-01 -2.37152949e-01\n", + " 2.43115116e-01 -1.53072497e-01 6.21518371e-01 -4.28644656e-01\n", + " 1.40406245e-01 -2.03762197e-01 -4.74744817e-01 -3.91787394e-01\n", + " 4.44297683e-01 -6.97432594e-02 1.37340968e-01 -1.57804967e-01\n", + " -1.21927515e-02 -2.17755256e-01 -1.21459452e-01 -3.92823111e-01\n", + " -4.61689923e-01 1.68826850e-01 3.92933659e-02 2.03287055e-01\n", + " 3.39307310e-01 -3.15766577e-02 -2.70185609e-01 -3.85139324e-02\n", + " -1.20232787e-01 -7.94505385e-02 4.01154167e-01 -4.39135468e-01\n", + " 4.47885039e-01 -3.57310816e-01 2.26317172e-01 1.75088360e-01\n", + " 4.01230054e-01 -1.68727050e-01 -2.08857928e-01 3.64000860e-01\n", + " 6.91172402e-02 -2.91796566e-02 -1.19208332e-01 2.06963100e-01\n", + " -5.54628343e-03 1.48320788e-01 -8.25114591e-02 3.59434032e-02\n", + " 2.48007382e-01 6.31771484e-01 2.45124574e-01 -4.59436787e-01\n", + " 6.92384430e-02 6.02990286e-01 5.73323460e-01 9.21688088e-01\n", + " 1.24767515e-01 1.60587661e-02 2.48874358e-01 -5.24623585e-02\n", + " -5.18331759e-01 -3.79316271e-02 2.32757901e-01 5.76133977e-01\n", + " -3.88070862e-01 3.59883612e-05 -6.03382509e-01 -3.53102141e-01\n", + " -1.41087074e-01 6.42285476e-01 -2.34659209e-01 1.63319005e-01\n", + " -3.33027652e-01 -1.17855287e-01 -7.47391182e-02 3.18193680e-01\n", + " 2.46994691e-01 -1.53188107e-01 5.77947447e-01 7.69983995e-02\n", + " -2.29644364e-01 -6.48547773e-01 -1.18197618e-01 -7.47951678e-01\n", + " 7.74216623e-02 8.25584017e-02 -6.89895857e-01 -2.56167672e-01\n", + " -3.26306506e-01 -1.52931140e-01 -3.98006721e-01 1.73773544e-01\n", + " 4.57164147e-02 -2.86881982e-01 2.33302423e-01 3.42831172e-01\n", + " 3.25593458e-01 1.96661744e-02 8.95964103e-02 3.74964308e-01\n", + " 1.31609733e-01 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" -1.85273678e-02 2.17827931e-01 4.51695199e-02 1.00878477e-01\n", + " -2.71700698e-01 9.31029373e-02 1.68763181e-01 4.79176616e-01\n", + " -5.21598362e-01 -4.22880154e-01 7.76365495e-01 1.35914553e-01\n", + " -3.60985840e-02 -3.19118683e-02 -6.36025654e-01 3.50316968e-01\n", + " 2.53611152e-01 2.82788655e-01 3.70194993e-01 2.08444555e-01\n", + " -2.40600640e-01 -1.21836153e-01 3.93250606e-01 -2.55947696e-01\n", + " -1.59025662e-01 2.20679446e-01 3.11629596e-01 1.86285855e-02\n", + " 4.53126990e-01 5.31726933e-01 -2.32821159e-01 3.47375325e-01\n", + " 6.18751808e-01 1.18781735e+00 3.79943436e-02 2.00055355e-01\n", + " -1.16677333e-01 3.05311204e-01 -5.01788587e-01 8.16983114e-03\n", + " -1.88078563e-01 -4.13946629e-01 5.81888540e-01 3.53802686e-02\n", + " 3.55551913e-01 -8.45006907e-02 4.49260021e-02 1.02649107e-02\n", + " -3.07036288e-02 -9.50360018e-02 2.02851041e-01 -2.14072949e-01\n", + " 3.89271492e-01 4.86958991e-02 5.60708245e-01 -9.07633920e-05\n", + " -5.50044156e-01 -4.31455726e-02 1.89339860e-02 2.07746640e-01\n", + " -1.69481030e-01 3.43171003e-02 5.84377226e-01 -2.38208859e-01\n", + " -5.95323107e-02 7.99670228e-02 -1.77986489e-01 -2.55602804e-01\n", + " -9.47692854e-03 5.02193835e-01 -1.42625462e-01 -2.73939472e-01\n", + " 2.21198307e-01 -2.96216061e-01 -2.09332280e-01 2.35275098e-01\n", + " -1.79251360e-01 1.10862956e-01 2.26436931e-01 2.42606850e-01\n", + " 3.51486256e-01 -5.40816916e-01 3.03389868e-01 -3.55526569e-02\n", + " 1.66326767e-01 1.94661411e-01 1.17315373e-01 -3.46810234e-01\n", + " -4.54448506e-02 -7.31635633e-01 -3.88206836e-02 -1.67631299e-01\n", + " 1.64760601e-01 -3.99582062e-01 5.31643850e-02 -3.36132725e-02\n", + " -2.00992709e-01 4.28711297e-01 3.88070300e-01 2.19547166e-01\n", + " -1.82569561e-02 -2.58134995e-01 8.44571821e-02 2.25543321e-01\n", + " -1.53290143e-01 -2.31306765e-01 1.17463708e-01 4.07263881e-01\n", + " -3.79275964e-01 2.42066903e-01 -3.20678611e-01 -5.94705318e-02\n", + " -1.00731166e-01 -1.75887072e-01 2.51062035e-01]\n", + "Found 4541 total galaxies in catalog for cluster 16567\n", + "[ 0.40144142 0.2089247 0.17266089 ... -0.06819804 0.0441848\n", + " -0.23963409]\n", + "Found 2743 total galaxies in catalog for cluster 41321\n", + "[-0.66162172 -0.24215948 -0.64894538 ... -0.10618633 0.02656581\n", + " -0.32176661]\n", + "Found 492 total galaxies in catalog for cluster 52141\n", + "[-2.49765184e-02 -1.20213714e-01 -2.70253694e-01 3.06238952e-01\n", + " 6.22974677e-03 3.66433928e-01 2.36843213e-01 5.80632274e-02\n", + " 2.63893352e-01 2.13289049e-01 3.56856928e-01 -2.12644042e-01\n", + " 3.83666464e-01 8.43150265e-02 -7.81390120e-02 -2.15053479e-01\n", + " -1.77599652e-02 3.56467827e-01 -3.68136933e-01 -7.03601685e-02\n", + " -1.61948856e-01 -5.25949364e-02 2.12041076e-01 4.60290106e-02\n", + " 2.32956230e-01 -3.07137468e-01 -2.07118346e-01 -5.91419841e-01\n", + " 3.67746179e-01 6.41436508e-01 2.69599338e-01 7.63905458e-01\n", + " -4.20281201e-01 9.44870256e-03 6.01530416e-01 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+ " 3.64999399e-01 5.21674957e-01 -1.09780796e-01 6.89130287e-02\n", + " 1.71711468e-01 2.84271190e-01 -2.61131575e-01 -1.85419220e-01\n", + " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", + " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", + " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 1.18880604e-01\n", + " 4.07569854e-01 -6.81787137e-01 1.51448017e-01 1.92799165e-01\n", + " -5.36218516e-02 3.94301712e-02 -3.65260741e-02 1.51585816e-02\n", + " 2.47051692e-01 1.57805245e-01 8.69978425e-01 1.50474125e-01\n", + " 4.47281140e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", + " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", + " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", + " 2.85040776e-01 3.61266601e-01 2.66090586e-01 8.34683104e-03\n", + " -3.63512642e-01 5.53708965e-01 -2.58505495e-01 8.81540401e-02\n", + " -5.42109493e-01 4.12258734e-01 3.14216105e-01 5.12472600e-01\n", + " 1.30278866e-01 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-6.17441379e-02 2.07384936e-02\n", + " -2.68485521e-01 4.68472316e-01 -3.86596320e-01 4.45247850e-01\n", + " 4.86102703e-01 -6.19279247e-01 -4.69556275e-01 4.86223519e-01\n", + " 2.39354528e-01 2.39302038e-01 2.33997552e-01 4.45484672e-01\n", + " -2.64225472e-01 2.22683996e-01 3.83943560e-01 -2.32054052e-02\n", + " 2.61769392e-01 9.53702369e-02 1.15801699e-01 2.62527831e-01\n", + " -7.64658073e-02 5.33537373e-01 3.36616618e-01 3.86966321e-01\n", + " 5.98052266e-01 2.06759360e-01 -1.44101762e-01 2.10181097e-01\n", + " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", + " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", + " -6.48773592e-01 -1.79526154e-01 -3.29658738e-01 -5.57228790e-01\n", + " 2.79462845e-01 -3.94914597e-03 -2.63385536e-01 8.29324204e-01\n", + " 2.37231522e-01 8.37763589e-01 -3.00912693e-01 -4.20259697e-01\n", + " 1.54961282e-01 -8.60035818e-02 2.32178988e-01 5.93353305e-02\n", + " -4.80078810e-01 1.07422990e-01 -4.36701546e-01 4.13344377e-01\n", + " -1.58888932e-01 -3.59229758e-01 -4.17328058e-01 1.92005679e-01\n", + " 5.36666215e-01 5.30034150e-01 1.84776971e-01 2.62347154e-01\n", + " -2.41910415e-01 -6.35698459e-01 -3.47494183e-01 5.34225310e-01\n", + " 2.43435223e-01 -2.83676563e-01 -1.30874481e-01 9.46973462e-02\n", + " -1.88493048e-02 -1.56890014e-01 5.11022267e-02 6.48387940e-01\n", + " -2.72804223e-01 6.07522286e-01 -3.71239525e-01 -2.10626795e-01\n", + " 4.94806703e-02 -8.84129604e-02 -3.24501144e-01 -2.09509918e-01\n", + " 3.43759434e-01 -3.92417402e-01 -7.42985075e-02 2.97974353e-01\n", + " -1.02761075e-01 -2.16270363e-01 -2.38287635e-01 -1.13685275e-01\n", + " -1.27049356e-01 -4.40224282e-01 3.87510820e-01 -1.68653818e-02\n", + " 4.49051852e-01 3.09895989e-02 3.85612333e-01 -5.79324259e-01\n", + " -5.60514154e-01 1.16616949e-01 2.79427666e-02 6.66893407e-02\n", + " -3.02843778e-01 -3.46694500e-01 -3.84701160e-01 3.60311484e-01\n", + " 1.52753814e-01 5.01229527e-01 -1.73918874e-01 2.66202265e-01\n", + " -2.08270675e-03 1.10054668e-01 -8.26184074e-01 3.12984778e-01\n", + " -3.12989690e-02 -4.43385814e-02 3.86676960e-01 -5.02726612e-01\n", + " 7.02721924e-02 2.15791283e-01 -4.46954478e-01 8.34947263e-01\n", + " -1.29450525e-01 -2.93510832e-01 2.84363258e-01 -6.61954039e-01\n", + " -1.68176555e-01 -1.72157576e-01 -4.75289657e-01 -3.99899556e-02\n", + " 2.85052401e-01 4.00064410e-01 2.64690433e-01 2.37683363e-01\n", + " 2.88702001e-01 5.18483573e-01 2.31732992e-01 -2.76751355e-02\n", + " 4.44016533e-04 -1.12145639e-02 2.82768153e-01 -3.13070992e-01\n", + " -2.02829395e-02 4.30493023e-01 3.78878204e-01 -4.10482925e-01\n", + " -4.90912408e-01 1.88549415e-01 -7.04793173e-01 8.90452635e-03\n", + " -6.33022646e-02 3.35805846e-01 4.46517441e-01 3.27943543e-01\n", + " 4.72754813e-01 4.98134514e-01 5.26447239e-02 2.19893662e-01\n", + " 1.55302029e-01 -1.19801301e-01 6.65261375e-02 -1.01574557e-01\n", + " -3.49992686e-01 5.27695197e-01 2.26004877e-01 1.50112486e-01\n", + " 3.45805666e-01 -3.39501383e-01 -5.20106555e-01 -3.14519208e-01\n", + " 4.87172587e-01 -4.36035550e-01 5.66649855e-01 1.66969524e-01\n", + " 3.36258611e-01 -5.75334459e-02 -2.96172387e-02 -5.79424651e-01\n", + " -8.04597561e-02 2.21192724e-01 -1.84772811e-01 5.22038995e-03\n", + " -2.29602658e-01 6.60662368e-02 -2.83020146e-02 -2.03033035e-01\n", + " -3.73395307e-01 2.21503263e-01 -6.28760588e-01 -2.38386847e-01\n", + " -4.55686541e-03 4.38873624e-01 -4.75834883e-02 -3.32695498e-01\n", + " 1.77603802e-01 1.64736714e-02 -1.93081677e-01 1.97832726e-01\n", + " 2.64282618e-01 1.94827335e-01 1.03604566e-01 -3.27956570e-01\n", + " -8.12307426e-02 2.64906022e-01 -4.29629729e-01 -1.18179006e-01\n", + " -2.28505654e-01 -3.73452490e-01 -3.53983599e-01 1.77091364e-02\n", + " 2.20917979e-01 2.29760530e-01 4.22849655e-01 -9.65144916e-03\n", + " 1.54853784e-01 -5.04497049e-02 9.43316912e-01 3.64099114e-01\n", + " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02\n", + " -1.46150882e-01 4.96634900e-02 -2.22114634e-01 -2.26913377e-02]\n", + "Found 2979 total galaxies in catalog for cluster 52451\n", + "[-0.12921791 -0.0266431 0.12997363 ... -0.0441815 0.09085065\n", + " 0.10740707]\n", + "Found 1698 total galaxies in catalog for cluster 51057\n", + "[ 0.15337845 -0.29599364 -0.05570932 ... -0.26017787 0.40571457\n", + " -0.19426954]\n", + "Found 2364 total galaxies in catalog for cluster 14210\n", + "[-0.43551318 0.34327786 0.03758073 ... -0.24344883 0.18379\n", + " -0.08611869]\n", + "Found 3421 total galaxies in catalog for cluster 33410\n", + "[-0.65782052 -0.42910735 0.11264948 ... -0.37206719 0.14518521\n", + " -0.28379434]\n", + "Found 3449 total galaxies in catalog for cluster 78132\n", + "[ 0.63997062 0.21978368 0.78885077 ... -0.26750286 0.18975939\n", + " -0.31499258]\n" + ] + } + ], + "source": [ + "mean_ds = run_different_options(True, 'zmean', 'zmean', 'mean_ds')\n", + "mode_ds = run_different_options(True, 'zmode', 'zmode', 'mode_ds')\n", + "pdf_ds = run_different_options(True, 'pdf', 'pdf', 'pdf_ds')\n", + "pdf_ds_shape = run_different_options(True, 'pdf', 'pdf', 'pdf_ds_shape', True)\n", + "mean_gamma = run_different_options(False, 'zmean', 'zmean', 'mean_gamma')\n", + "mode_gamma = run_different_options(False, 'zmode', 'zmode', 'mode_gamma')\n", + "pdf_gamma = run_different_options(False, 'pdf', 'pdf', 'pdf_gamma')\n", + "nz_gamma = run_different_options(False, 'nz', 'nz', 'nz_gamma')\n", + "\n", + "nz_gamma_shape = run_different_options(False, 'nz', 'nz', 'nz_gamma_shape', True)\n", + "\n", + "all_runs_names = [mean_ds, mode_ds, pdf_ds,pdf_ds_shape, nz_gamma, nz_gamma_shape, mean_gamma, mode_gamma, pdf_gamma]" + ] + }, + { + "cell_type": "markdown", + "id": "7eb7d1e3-186b-42b8-ad4f-d96b59781a36", + "metadata": { + "tags": [] + }, + "source": [ + "## Exploring the index\n", + "\n", + "To avoid making lots and lots of copies of the data, this stage has not made a catalog, but instead made an index into the other catalogs, and stored only the relevant weight.\n", + "\n", + "We have a helper class which is designed to match up all the different catalogs that go into this and collect the results for each cluster." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "d14189ad-0523-4603-8ae2-e5cf44f2da34", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def run_combined_cluster_per_name(name):\n", + " ccc = txpipe.extensions.CombinedClusterCatalog(\n", + " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", + " shear_tomography_catalog=\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", + " cluster_catalog=\"./data/example/inputs/cluster_catalog.hdf5\",\n", + " cluster_shear_catalogs=name,\n", + " source_photoz_pdfs=\"data/example/inputs/photoz_pdfs.hdf5\",\n", + " )\n", + " print(name)\n", + " return ccc" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "9279a694-03c0-4222-b297-aef4c44823c7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "my_cluster_shear_catalog_mean_ds.hdf5\n", + "my_cluster_shear_catalog_mode_ds.hdf5\n", + "my_cluster_shear_catalog_pdf_ds.hdf5\n", + "my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", + "my_cluster_shear_catalog_nz_gamma.hdf5\n", + "my_cluster_shear_catalog_nz_gamma_shape.hdf5\n", + "my_cluster_shear_catalog_mean_gamma.hdf5\n", + "my_cluster_shear_catalog_mode_gamma.hdf5\n", + "my_cluster_shear_catalog_pdf_gamma.hdf5\n", + "[, , , , , , , , ]\n" + ] + } + ], + "source": [ + "combined_list = [run_combined_cluster_per_name(name) for name in all_runs_names]\n", + "print(combined_list)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "dae202ed-1843-42c6-93fa-b2d486cbd4fb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bg_cat_list = [ccc.get_background_shear_catalog(0) for ccc in combined_list]\n", + "all_runs_names = [mean_ds, mode_ds, pdf_ds,nz_gamma, mean_gamma, mode_gamma, pdf_gamma]\n", + "labels = ['zmean_ds', 'zmode_ds', 'zpdf_ds', 'zpdf_ds_shape', 'nz_gamma', 'nz_gamma_shape', 'zmean_gamma', 'zmode_gamma', 'zpdf_gamma']\n", + "for i,bg_cat in enumerate(bg_cat_list):\n", + " plt.scatter(bg_cat['distance_arcmin'] ,bg_cat['tangential_comp'], label = labels[i])\n", + " plt.ylabel('Tangential Shear Component')\n", + " plt.xlabel('Distance from Cluster (arcmin)')\n", + " plt.legend()\n", + " if i == 3:\n", + " plt.show()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "2616e035-a282-4f5e-8cda-85fa426bddd4", + "metadata": {}, + "source": [ + "A also the shear catalog associated with that cluster, again by index, in the CLMM data format:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "70aa1f65-eece-47c6-a50d-89c24ca59a2b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "bg_cat2 = ccc.get_background_shear_catalog(0)\n", + "bg_cat2[0:3]" + ] + }, + { + "cell_type": "markdown", + "id": "97925489-6fec-4257-86c8-e29ba5f6d9e8", + "metadata": {}, + "source": [ + "Since our field is so small here (1 deg^2) the background catalog may be cut off at the edges:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "652ab042-1e78-4aee-b563-8c45c10390f1", + "metadata": {}, + "outputs": [], + "source": [ + "#plt.scatter(bg_cat['distance_arcmin'] ,bg_cat['tangential_comp'], label = 'Nz')\n", + "plt.scatter(bg_cat2['distance_arcmin'] ,bg_cat2['tangential_comp'], label = 'Pdf')\n", + "plt.ylabel('Tangential Shear Component')\n", + "plt.xlabel('Distance from Cluster (arcmin)')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6a027ef4-f435-4a02-8c7f-56a931016bbc", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plt.scatter(bg_cat['ra'], bg_cat['dec'], c=bg_cat['distance_arcmin'], s=1)\n", + "plt.plot(cluster_info['ra'], cluster_info['dec'], 'r*', markersize=10)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "id": "3d7cc171-ab5a-41cf-8d5d-5d3b0e363554", + "metadata": {}, + "source": [ + "We can also look at the redshift-weight calculation result for this b/g sample to check it makes sense:" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "337ebb3d-58de-4524-b2ec-7f2a592caa31", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 8379\n", + " 8384\n", + " 8496\n", + " 8673\n", + " 8719\n", + " 8782\n", + " 8854\n", + " 8972\n", + " 9084\n", + " 9447\n", + " ...\n", + " 70439\n", + " 70457\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70855\n", + " 70905\n", + "Length = 3035 rows\n", + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 8899\n", + " 8956\n", + " 8967\n", + " 8972\n", + " 9066\n", + " 9067\n", + " 9096\n", + " 9447\n", + " 9588\n", + " 9605\n", + " ...\n", + " 70388\n", + " 70414\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70855\n", + " 70905\n", + "Length = 2851 rows\n", + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 10759\n", + " 10767\n", + " 10820\n", + " 10968\n", + " 10987\n", + " 10997\n", + " 11136\n", + " 11205\n", + " 11217\n", + " 11334\n", + " ...\n", + " 70119\n", + " 70323\n", + " 70388\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70905\n", + "Length = 2416 rows\n", + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 10759\n", + " 10767\n", + " 10820\n", + " 10968\n", + " 10987\n", + " 10997\n", + " 11136\n", + " 11205\n", + " 11217\n", + " 11334\n", + " ...\n", + " 70119\n", + " 70323\n", + " 70388\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70905\n", + "Length = 2416 rows\n", + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 8349\n", + " 8379\n", + " 8384\n", + " 8421\n", + " 8424\n", + " 8438\n", + " 8445\n", + " 8450\n", + " 8456\n", + " 8459\n", + " ...\n", + " 70439\n", + " 70457\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70855\n", + " 70905\n", + "Length = 3503 rows\n", + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 8349\n", + " 8379\n", + " 8384\n", + " 8421\n", + " 8424\n", + " 8438\n", + " 8445\n", + " 8450\n", + " 8456\n", + " 8459\n", + " ...\n", + " 70439\n", + " 70457\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70855\n", + " 70905\n", + "Length = 3503 rows\n", + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 8379\n", + " 8384\n", + " 8496\n", + " 8673\n", + " 8719\n", + " 8782\n", + " 8854\n", + " 8972\n", + " 9084\n", + " 9447\n", + " ...\n", + " 70439\n", + " 70457\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70855\n", + " 70905\n", + "Length = 3035 rows\n", + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 8899\n", + " 8956\n", + " 8967\n", + " 8972\n", + " 9066\n", + " 9067\n", + " 9096\n", + " 9447\n", + " 9588\n", + " 9605\n", + " ...\n", + " 70388\n", + " 70414\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70855\n", + " 70905\n", + "Length = 2851 rows\n", + "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", + "source_index\n", + "------------\n", + " 10759\n", + " 10767\n", + " 10820\n", + " 10968\n", + " 10987\n", + " 10997\n", + " 11136\n", + " 11205\n", + " 11217\n", + " 11334\n", + " ...\n", + " 70119\n", + " 70323\n", + " 70388\n", + " 70460\n", + " 70481\n", + " 70520\n", + " 70521\n", + " 70695\n", + " 70783\n", + " 70905\n", + "Length = 2416 rows\n" + ] + } + ], + "source": [ + "for i,bg_cat in enumerate(bg_cat_list):\n", + " print(bg_cat.keys())\n", + " print(bg_cat['source_index'])\n", + " # plt.plot(bg_cat['zmean'], bg_cat['weight_clmm'], ',')\n", + " # plt.xlabel(\"Redshift of b/g galaxy\")\n", + " # plt.ylabel(\"CLMM weight\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fa3b0aca-43ff-45ce-8a64-ee95ade439b7", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python (txpipe_clp)", + "language": "python", + "name": "txpipe_clp" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.18" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/txpipe/extensions/cluster_counts/sources_select_compute.py b/txpipe/extensions/cluster_counts/sources_select_compute.py index 9ae4ed354..223c252b9 100644 --- a/txpipe/extensions/cluster_counts/sources_select_compute.py +++ b/txpipe/extensions/cluster_counts/sources_select_compute.py @@ -31,11 +31,13 @@ class CLClusterShearCatalogs(PipelineStage): "max_radius": 10.0, # Mpc "delta_z": 0.1, "redshift_cut_criterion": "zmode", # pdf / mean / true / median - "redshift_weight_criterion": "zmode", # pdf or point + "redshift_weight_criterion": "zmode", # pdf, point or nz "redshift_cut_criterion_pdf_fraction": 0.9, # pdf / mean / true / median "subtract_mean_shear": False, # Not clear if this is useful for clusters "coordinate_system": "celestial", "use_true_shear": False, + "delta_sigma": False, + "use_shape_noise": False, } def run(self): @@ -109,25 +111,31 @@ def run(self): cluster_z = clusters[cluster_index]["redshift"] cluster_ra = clusters[cluster_index]["ra"] cluster_dec = clusters[cluster_index]["dec"] - + z_info = self.get_z_gal_good(redshift_cut_criterion, data, gal_index) # # Cut down to clusters that are in front of this galaxy if redshift_cut_criterion == "pdf": # If we cut based on the PDF then we need the probability # that the galaxy z is behind the cluster to be greater # than a cut criterion. - pdf_z = data["pdf_z"] - pdf = data["pdf_pz"][gal_index] + pdf_z = z_info[1] + pdf = z_info[0] pdf_frac = pdf[:, pdf_z > cluster_z + delta_z].sum(axis=1) / pdf.sum(axis=1) z_good = pdf_frac > redshift_cut_criterion_pdf_fraction - elif redshift_cut_criterion == "ztrue": - zgal = data["redshift_true"][gal_index] - z_good = zgal > cluster_z + delta_z - elif redshift_cut_criterion == "zmode": - # otherwise if we are not using the PDF we do a simple cut - zgal = data["redshift"][gal_index] + elif redshift_cut_criterion in ["ztrue", "zmode", "zmean"]: + zgal = z_info[0] z_good = zgal > cluster_z + delta_z + elif redshift_cut_criterion == 'nz': + with self.open_input("shear_tomography_catalog") as f: + nbins = f['tomography'].attrs['nbin'] + zbins = [(f['tomography'].attrs[f'zmin_{i}'], f['tomography'].attrs[f'zmax_{i}'])for i in range(nbins)] + cluster_bin = -1 + for i, (zmin, zmax) in enumerate(zbins): + if zmin < cluster_z <= zmax: + cluster_bin = i + bin_gal = data["bin"][gal_index] + z_good = bin_gal > cluster_bin else: - raise NotImplementedError("Not implemented other z cuts than zmode") + raise NotImplementedError("Not implemented other z cuts") gal_index = gal_index[z_good] distance = distance[z_good] @@ -210,7 +218,10 @@ def run(self): # Each process flattens the list of all the galaxies for this cluster indices = np.concatenate([d[0] for d in per_cluster_data[i]]) distances = np.concatenate([d[1] for d in per_cluster_data[i]]) - weights = np.concatenate([d[2] for d in per_cluster_data[i]]) + if self.config['delta_sigma']: + weights = np.concatenate([d[2] for d in per_cluster_data[i]]) + else: + weights = np.full(len(indices), per_cluster_data[i][0][2]) tangential_comps = np.concatenate([d[3] for d in per_cluster_data[i]]) cross_comps = np.concatenate([d[4] for d in per_cluster_data[i]]) g1 = np.concatenate([d[5] for d in per_cluster_data[i]]) @@ -258,10 +269,10 @@ def run(self): index_group["g1"][start:start + n] = g1 index_group["g2"][start:start + n] = g2 index_group["distance_arcmin"][start:start + n] = np.degrees(distances) * 60 - + print(index_group["tangential_comp"][start:start + n]) start += n - + if self.rank == 0: outfile.close() @@ -367,49 +378,52 @@ def compute_theta_max(self, z): print("Min search angle = ", theta_max_arcmin.min(), "arcmin") print("Mean search angle = ", theta_max_arcmin.mean(), "arcmin") print("Max search angle = ", theta_max_arcmin.max(), "arcmin") - + print(f"Max angle {theta_max} rad, and ") return theta_max def compute_sources_quantities(self, clmm_cosmo, data, index, z_cluster, ra_cluster, dec_cluster): import clmm - + is_deltasigma = self.config["delta_sigma"] + criterion = self.config["redshift_weight_criterion"] + coordinate_system = self.config["coordinate_system"] + use_shape_noise = self.config["use_shape_noise"] + sigma_c = None # Depending on whether we are using the PDF or not, choose # some keywords to give to compute_galaxy_weights - if self.config["redshift_weight_criterion"] == "pdf": + z_info = self.get_z_gal_good(criterion, data, index) + if criterion == "pdf": # We need the z and PDF(z) arrays in this case - pdf_z = data["pdf_z"] - pdf_pz = data["pdf_pz"][index] - + pdf_pz = z_info[0] + pdf_z = z_info[1] # suppress user warnings containing string "nSome source redshifts are lower than the cluster redshift" - with warnings.catch_warnings(): - warnings.filterwarnings("ignore") - sigma_c = clmm.theory.compute_critical_surface_density_eff( - cosmo=clmm_cosmo, - z_cluster=z_cluster, - pzbins=pdf_z, - pzpdf=pdf_pz, - ) - elif self.config["redshift_weight_criterion"] == "zmode": - # point-estimated redshift - z_source = data["redshift"][index] - sigma_c = clmm_cosmo.eval_sigma_crit(z_cluster, z_source) - elif self.config["redshift_weight_criterion"] == "ztrue": - z_source = data["redshift_true"][index] - sigma_c = clmm_cosmo.eval_sigma_crit(z_cluster, z_source) + if is_deltasigma: + with warnings.catch_warnings(): + warnings.filterwarnings("ignore") + sigma_c = clmm.theory.compute_critical_surface_density_eff( + cosmo=clmm_cosmo, + z_cluster=z_cluster, + pzbins=pdf_z, + pzpdf=pdf_pz, + ) + elif criterion in ["zmode", "ztrue", "zmean"]: + z_source = z_info[0] + if is_deltasigma: + sigma_c = clmm_cosmo.eval_sigma_crit(z_cluster, z_source) + elif criterion == "nz": + pass else: - raise NotImplementedError("Not implemented zmean weighting") + raise NotImplementedError(f"Not implemented {criterion} weighting") - + g1 = data["g1"][index] + g2 = data["g2"][index] weight = clmm.dataops.compute_galaxy_weights( sigma_c = sigma_c, - is_deltasigma=True, - use_shape_noise=False, + is_deltasigma=is_deltasigma, + use_shape_noise=use_shape_noise, + shape_component1=np.array(g1), + shape_component2=np.array(g2), ) - - coordinate_system = self.config["coordinate_system"] - g1 = data["g1"][index] - g2 = data["g2"][index] _, tangential_comp, cross_comp = clmm.compute_tangential_and_cross_components( ra_cluster, dec_cluster, @@ -419,7 +433,7 @@ def compute_sources_quantities(self, clmm_cosmo, data, index, z_cluster, ra_clus g2, coordinate_system=coordinate_system, geometry="curve", - is_deltasigma=True, + is_deltasigma=is_deltasigma, sigma_c=sigma_c, validate_input=True, ) @@ -546,18 +560,15 @@ def iterate_source_catalog(self): # index. This comes in useful later because we will cut # down here to just objects in the WL sample. data["original_index"] = np.arange(s, e, dtype=int) - # cut down to objects in the WL sample # wl_sample = data["source_bin"] >= 0 wl_sample = data["bin"] >= 0 data = {name: col[wl_sample] for name, col in data.items()} - # give the shear columns a unified name, whether # they are metacal, metadetect, etc., also rename # zmean or zmode to "redshift" for old, new in rename.items(): data[new] = data.pop(old) - # Apply the shear calibration to this sample. # Optionally subtract the mean (of the whole WL sample, # not the local mean) @@ -575,6 +586,25 @@ def iterate_source_catalog(self): # Give this chunk of data to the main run function yield s, e, data + + + def get_z_gal_good(self, criterion, data, gal_index): + zgal = None + pdf_z = None + if criterion == "pdf": + pdf_z = data["pdf_z"] + zgal = data["pdf_pz"][gal_index] + elif criterion == "ztrue": + zgal = data["redshift_true"][gal_index] + elif criterion == "zmode": + zgal = data["redshift"][gal_index] + elif criterion == "zmean": + zgal = data["zmean"][gal_index] + elif criterion == "nz": + pass + else: + raise NotImplementedError("Not implemented other z cuts") + return (zgal, pdf_z) #def get_cluster_shear_catalogs_index_from_cluster_id(cluster_file, cluster_id): # outfile = HDFFile(cluster_file, "r").file # cond = outfile['catalog/cluster_id'][:] == cluster_id From 067189725352880658e798e639b0c28716276601 Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Tue, 16 Sep 2025 16:33:08 +0200 Subject: [PATCH 02/12] Continued make cluster ensemble implementation --- .../tangential_shear_selection.ipynb | 472 +++++++----------- .../cluster_counts/convert_to_sacc.py | 2 +- .../cluster_counts/make_ensemble_profile.py | 27 +- .../cluster_counts/sources_select_compute.py | 3 +- 4 files changed, 215 insertions(+), 289 deletions(-) diff --git a/notebooks/cluster_counts/tangential_shear_selection.ipynb b/notebooks/cluster_counts/tangential_shear_selection.ipynb index 79f44980e..c2c82e139 100644 --- a/notebooks/cluster_counts/tangential_shear_selection.ipynb +++ b/notebooks/cluster_counts/tangential_shear_selection.ipynb @@ -289,12 +289,9 @@ " shear_tomography_catalog=\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", " # This is a QP file created by RAIL to generate the photo-zs for this sample\n", " source_photoz_pdfs=\"data/example/inputs/photoz_pdfs.hdf5\",\n", - " \n", " # This is the output for this stage\n", " cluster_shear_catalogs=f\"my_cluster_shear_catalog_{name}.hdf5\",\n", - " \n", - " # This contains all the options for this stage. You can override them here, as we do with the max_radius below.\n", - " config=\"examples/metadetect/config.yml\", \n", + " output_dir=\"/outputs_shear_catalogs/\",\n", " #redshift_cut_criterion = 'nz',\n", " # Let's override one of the configuration parameters for this stage:\n", " max_radius=10.0,\n", @@ -312,7 +309,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 10, "id": "bfdc1eb8-4617-4848-b40d-85a3fdd2d6be", "metadata": { "scrolled": true, @@ -18504,7 +18501,7 @@ "nz_gamma = run_different_options(False, 'nz', 'nz', 'nz_gamma')\n", "\n", "nz_gamma_shape = run_different_options(False, 'nz', 'nz', 'nz_gamma_shape', True)\n", - "\n", + "run_options = ['mean_ds', 'mode_ds', 'pdf_ds', 'pdf_ds_shape', 'nz_gamma', 'nz_gamma_shape', 'mean_gamma', 'mode_gamma', 'pdf_gamma']\n", "all_runs_names = [mean_ds, mode_ds, pdf_ds,pdf_ds_shape, nz_gamma, nz_gamma_shape, mean_gamma, mode_gamma, pdf_gamma]" ] }, @@ -18524,7 +18521,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 11, "id": "d14189ad-0523-4603-8ae2-e5cf44f2da34", "metadata": { "tags": [] @@ -18545,7 +18542,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 12, "id": "9279a694-03c0-4222-b297-aef4c44823c7", "metadata": {}, "outputs": [ @@ -18562,7 +18559,7 @@ "my_cluster_shear_catalog_mean_gamma.hdf5\n", "my_cluster_shear_catalog_mode_gamma.hdf5\n", "my_cluster_shear_catalog_pdf_gamma.hdf5\n", - "[, , , , , , , , ]\n" + "[, , , , , , , , ]\n" ] } ], @@ -18573,13 +18570,13 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 13, "id": "dae202ed-1843-42c6-93fa-b2d486cbd4fb", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -18600,8 +18597,8 @@ ], "source": [ "bg_cat_list = [ccc.get_background_shear_catalog(0) for ccc in combined_list]\n", - "all_runs_names = [mean_ds, mode_ds, pdf_ds,nz_gamma, mean_gamma, mode_gamma, pdf_gamma]\n", - "labels = ['zmean_ds', 'zmode_ds', 'zpdf_ds', 'zpdf_ds_shape', 'nz_gamma', 'nz_gamma_shape', 'zmean_gamma', 'zmode_gamma', 'zpdf_gamma']\n", + "all_runs_names = [mean_ds, mode_ds, pdf_ds, pdf_ds_shape, nz_gamma, mean_gamma, mode_gamma, pdf_gamma]\n", + "labels = ['zmean_ds', 'zmode_ds', 'zpdf_ds', 'pdf_ds_shape', 'nz_gamma', 'nz_gamma_shape', 'zmean_gamma', 'zmode_gamma', 'zpdf_gamma']\n", "for i,bg_cat in enumerate(bg_cat_list):\n", " plt.scatter(bg_cat['distance_arcmin'] ,bg_cat['tangential_comp'], label = labels[i])\n", " plt.ylabel('Tangential Shear Component')\n", @@ -18613,323 +18610,234 @@ ] }, { - "cell_type": "markdown", - "id": "2616e035-a282-4f5e-8cda-85fa426bddd4", + "cell_type": "code", + "execution_count": 14, + "id": "bca9e89f", "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "odict_keys(['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2'])\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "A also the shear catalog associated with that cluster, again by index, in the CLMM data format:" + "bg_cat_list = [ccc.get_background_shear_catalog(0) for ccc in combined_list]\n", + "\n", + "bg_cat_ds_pdf = bg_cat_list[2]\n", + "bg_cat_gamma_nz = bg_cat_list[4]\n", + "print(bg_cat_ds_pdf[2].keys())\n", + "labels = ['zmean_ds', 'zmode_ds', 'zpdf_ds', 'zpdf_ds_shape', 'nz_gamma', 'nz_gamma_shape', 'zmean_gamma', 'zmode_gamma', 'zpdf_gamma']\n", + "\n", + "plt.scatter(bg_cat_ds_pdf['distance_arcmin'] ,bg_cat_ds_pdf['tangential_comp'], label = 'DeltaSigma PDF')\n", + "plt.scatter(bg_cat_gamma_nz['distance_arcmin'] ,bg_cat_gamma_nz['tangential_comp'], label = 'Gamma NZ')\n", + "plt.ylabel('Tangential Shear Component')\n", + "plt.xlabel('Distance from Cluster (arcmin)')\n", + "plt.legend()\n", + "plt.show()" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "70aa1f65-eece-47c6-a50d-89c24ca59a2b", - "metadata": { - "tags": [] - }, - "outputs": [], + "cell_type": "markdown", + "id": "2616e035-a282-4f5e-8cda-85fa426bddd4", + "metadata": {}, "source": [ - "bg_cat2 = ccc.get_background_shear_catalog(0)\n", - "bg_cat2[0:3]" + "A also the shear catalog associated with that cluster, again by index, in the CLMM data format:" ] }, { "cell_type": "markdown", - "id": "97925489-6fec-4257-86c8-e29ba5f6d9e8", + "id": "75ffed91", "metadata": {}, "source": [ - "Since our field is so small here (1 deg^2) the background catalog may be cut off at the edges:" + "## Binning Cluster Catalog" ] }, { "cell_type": "code", - "execution_count": null, - "id": "652ab042-1e78-4aee-b563-8c45c10390f1", + "execution_count": 15, + "id": "f999eeea", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Options for this pipeline and their defaults:\n", + "{'zedge': [0.2, 0.4, 0.6, 0.8, 1.0], 'richedge': [5.0, 10.0, 20.0], 'initial_size': 100000, 'chunk_rows': 100000}\n" + ] + } + ], "source": [ - "#plt.scatter(bg_cat['distance_arcmin'] ,bg_cat['tangential_comp'], label = 'Nz')\n", - "plt.scatter(bg_cat2['distance_arcmin'] ,bg_cat2['tangential_comp'], label = 'Pdf')\n", - "plt.ylabel('Tangential Shear Component')\n", - "plt.xlabel('Distance from Cluster (arcmin)')\n", - "plt.legend()" + "print(\"Options for this pipeline and their defaults:\")\n", + "print(txpipe.extensions.CLClusterBinningRedshiftRichness.config_options)\n", + "step3 = txpipe.extensions.CLClusterBinningRedshiftRichness.make_stage(\n", + "cluster_catalog=\"data/example/inputs/cluster_catalog.hdf5\",\n", + ")\n", + "step3.run()\n", + "step3.finalize()\n", + " " ] }, { "cell_type": "code", "execution_count": null, - "id": "6a027ef4-f435-4a02-8c7f-56a931016bbc", - "metadata": { - "tags": [] - }, + "id": "b52d8153", + "metadata": {}, "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "fa3b0aca-43ff-45ce-8a64-ee95ade439b7", + "metadata": {}, "source": [ - "plt.scatter(bg_cat['ra'], bg_cat['dec'], c=bg_cat['distance_arcmin'], s=1)\n", - "plt.plot(cluster_info['ra'], cluster_info['dec'], 'r*', markersize=10)\n", - "plt.colorbar()" + "## Making the Ensemble Profile" ] }, { - "cell_type": "markdown", - "id": "3d7cc171-ab5a-41cf-8d5d-5d3b0e363554", + "cell_type": "code", + "execution_count": 16, + "id": "b452e198", "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Options for this pipeline and their defaults:\n", + "{'r_min': 0.2, 'r_max': 3.0, 'nbins': 5, 'angle_arcmin_min': 25.0, 'angle_arcmin_max': 45.0, 'delta_sigma_profile': True, 'shear_profile': False, 'magnification_profile': False}\n" + ] + } + ], "source": [ - "We can also look at the redshift-weight calculation result for this b/g sample to check it makes sense:" + "print(\"Options for this pipeline and their defaults:\")\n", + "print(txpipe.extensions.CLClusterEnsembleProfiles.config_options)\n", + "def run_different_options_ensemble(delta_sigma, name):\n", + " print(name)\n", + " step3 = txpipe.extensions.CLClusterEnsembleProfiles.make_stage(\n", + " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", + " fiducial_cosmology=\"./data/fiducial_cosmology.yml\",\n", + " output_dir=\"data/example/outputs_shear_catalogs/ensemble_profiles/\",\n", + " cluster_shear_catalogs=name,\n", + " cluster_catalog_tomography = \"cluster_catalog_tomography.hdf5\",\n", + " #config=\"examples/metadetect/config.yml\", \n", + " #max_radius=10.0,\n", + " cluster_profiles = f'cluster_profiles_{name}.pkl',\n", + " )\n", + " step3.run()\n", + " step3.finalize()\n", + " final_name = f\"cluster_profiles_{name}.pkl\"\n", + " return final_name\n", + " " ] }, { "cell_type": "code", - "execution_count": 30, - "id": "337ebb3d-58de-4524-b2ec-7f2a592caa31", - "metadata": { - "tags": [] - }, + "execution_count": 17, + "id": "df5e4d5c", + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 8379\n", - " 8384\n", - " 8496\n", - " 8673\n", - " 8719\n", - " 8782\n", - " 8854\n", - " 8972\n", - " 9084\n", - " 9447\n", - " ...\n", - " 70439\n", - " 70457\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70855\n", - " 70905\n", - "Length = 3035 rows\n", - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 8899\n", - " 8956\n", - " 8967\n", - " 8972\n", - " 9066\n", - " 9067\n", - " 9096\n", - " 9447\n", - " 9588\n", - " 9605\n", - " ...\n", - " 70388\n", - " 70414\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70855\n", - " 70905\n", - "Length = 2851 rows\n", - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 10759\n", - " 10767\n", - " 10820\n", - " 10968\n", - " 10987\n", - " 10997\n", - " 11136\n", - " 11205\n", - " 11217\n", - " 11334\n", - " ...\n", - " 70119\n", - " 70323\n", - " 70388\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70905\n", - "Length = 2416 rows\n", - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 10759\n", - " 10767\n", - " 10820\n", - " 10968\n", - " 10987\n", - " 10997\n", - " 11136\n", - " 11205\n", - " 11217\n", - " 11334\n", - " ...\n", - " 70119\n", - " 70323\n", - " 70388\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70905\n", - "Length = 2416 rows\n", - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 8349\n", - " 8379\n", - " 8384\n", - " 8421\n", - " 8424\n", - " 8438\n", - " 8445\n", - " 8450\n", - " 8456\n", - " 8459\n", - " ...\n", - " 70439\n", - " 70457\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70855\n", - " 70905\n", - "Length = 3503 rows\n", - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 8349\n", - " 8379\n", - " 8384\n", - " 8421\n", - " 8424\n", - " 8438\n", - " 8445\n", - " 8450\n", - " 8456\n", - " 8459\n", - " ...\n", - " 70439\n", - " 70457\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70855\n", - " 70905\n", - "Length = 3503 rows\n", - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 8379\n", - " 8384\n", - " 8496\n", - " 8673\n", - " 8719\n", - " 8782\n", - " 8854\n", - " 8972\n", - " 9084\n", - " 9447\n", - " ...\n", - " 70439\n", - " 70457\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70855\n", - " 70905\n", - "Length = 3035 rows\n", - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 8899\n", - " 8956\n", - " 8967\n", - " 8972\n", - " 9066\n", - " 9067\n", - " 9096\n", - " 9447\n", - " 9588\n", - " 9605\n", - " ...\n", - " 70388\n", - " 70414\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70855\n", - " 70905\n", - "Length = 2851 rows\n", - "['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2']\n", - "source_index\n", - "------------\n", - " 10759\n", - " 10767\n", - " 10820\n", - " 10968\n", - " 10987\n", - " 10997\n", - " 11136\n", - " 11205\n", - " 11217\n", - " 11334\n", - " ...\n", - " 70119\n", - " 70323\n", - " 70388\n", - " 70460\n", - " 70481\n", - " 70520\n", - " 70521\n", - " 70695\n", - " 70783\n", - " 70905\n", - "Length = 2416 rows\n" + "my_cluster_shear_catalog_mean_ds.hdf5\n", + "[0.2 0.34375439 0.59083539 1.01551128 1.74543228 3. ]\n", + "221371 221371 221371\n", + "celestial\n", + "bin_zbin_0_richbin_0 {'rich_max': 10.0, 'rich_min': 5.0, 'z_max': 0.4, 'z_min': 0.2} 5 ra dec ... richness id \n", + "------------------ ------------------- ... ----------------- -------\n", + " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", + "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", + " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", + " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", + " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", + "Ncluster 5\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6868 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('cosmo', None)])\n" + ] + }, + { + "ename": "KeyError", + "evalue": "'w_l'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[17], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m test_ensemble \u001b[38;5;241m=\u001b[39m [run_different_options_ensemble(\u001b[38;5;28;01mNone\u001b[39;00m, run) \u001b[38;5;28;01mfor\u001b[39;00m run \u001b[38;5;129;01min\u001b[39;00m all_runs_names]\n", + "Cell \u001b[0;32mIn[17], line 1\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[0;32m----> 1\u001b[0m test_ensemble \u001b[38;5;241m=\u001b[39m [\u001b[43mrun_different_options_ensemble\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrun\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m run \u001b[38;5;129;01min\u001b[39;00m all_runs_names]\n", + "Cell \u001b[0;32mIn[16], line 15\u001b[0m, in \u001b[0;36mrun_different_options_ensemble\u001b[0;34m(delta_sigma, name)\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(name)\n\u001b[1;32m 5\u001b[0m step3 \u001b[38;5;241m=\u001b[39m txpipe\u001b[38;5;241m.\u001b[39mextensions\u001b[38;5;241m.\u001b[39mCLClusterEnsembleProfiles\u001b[38;5;241m.\u001b[39mmake_stage(\n\u001b[1;32m 6\u001b[0m shear_catalog\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdata/example/inputs/metadetect_shear_catalog.hdf5\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 7\u001b[0m fiducial_cosmology\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m./data/fiducial_cosmology.yml\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 13\u001b[0m cluster_profiles \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcluster_profiles_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.pkl\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 14\u001b[0m )\n\u001b[0;32m---> 15\u001b[0m \u001b[43mstep3\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 16\u001b[0m step3\u001b[38;5;241m.\u001b[39mfinalize()\n\u001b[1;32m 17\u001b[0m final_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcluster_profiles_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.pkl\u001b[39m\u001b[38;5;124m\"\u001b[39m\n", + "File \u001b[0;32m/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/make_ensemble_profile.py:74\u001b[0m, in \u001b[0;36mCLClusterEnsembleProfiles.run\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 69\u001b[0m \u001b[38;5;66;03m# load cluster catalog as an astropy table\u001b[39;00m\n\u001b[1;32m 70\u001b[0m \u001b[38;5;66;03m#clusters = self.load_cluster_catalog()\u001b[39;00m\n\u001b[1;32m 72\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelta_sigma_profile\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m==\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m---> 74\u001b[0m cluster_stack_dict \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_cluster_catalog_tomography_group\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m \n\u001b[1;32m 76\u001b[0m pickle\u001b[38;5;241m.\u001b[39mdump(cluster_stack_dict, \u001b[38;5;28mopen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_output(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcluster_profiles\u001b[39m\u001b[38;5;124m\"\u001b[39m), \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mwb\u001b[39m\u001b[38;5;124m'\u001b[39m))\n\u001b[1;32m 78\u001b[0m \u001b[38;5;66;03m#cluster_stack.save(self.get_output(\"cluster_profiles\"))\u001b[39;00m\n", + "File \u001b[0;32m/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/make_ensemble_profile.py:215\u001b[0m, in \u001b[0;36mCLClusterEnsembleProfiles.load_cluster_catalog_tomography_group\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 212\u001b[0m \u001b[38;5;28mprint\u001b[39m(key, group, \u001b[38;5;28mdict\u001b[39m(group\u001b[38;5;241m.\u001b[39mattrs), \u001b[38;5;28mlen\u001b[39m(clusters), clusters)\n\u001b[1;32m 214\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(clusters)\u001b[38;5;241m>\u001b[39m\u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m--> 215\u001b[0m cluster_stack \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate_cluster_ensemble\u001b[49m\u001b[43m(\u001b[49m\u001b[43mclusters\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcluster_ensemble_id\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 216\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m :\n\u001b[1;32m 217\u001b[0m cluster_stack \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n", + "File \u001b[0;32m/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/make_ensemble_profile.py:173\u001b[0m, in \u001b[0;36mCLClusterEnsembleProfiles.create_cluster_ensemble\u001b[0;34m(self, cluster_list, cluster_ensemble_id)\u001b[0m\n\u001b[1;32m 160\u001b[0m bin_units \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124marcmin\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 161\u001b[0m gc_object\u001b[38;5;241m.\u001b[39mmake_radial_profile(\n\u001b[1;32m 162\u001b[0m bin_units, \n\u001b[1;32m 163\u001b[0m bins\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mradial_bins,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 171\u001b[0m include_empty_bins \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m \n\u001b[1;32m 172\u001b[0m )\n\u001b[0;32m--> 173\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m np\u001b[38;5;241m.\u001b[39misnan(\u001b[43mgc_object\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgalcat\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mW_l\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m)\u001b[38;5;241m.\u001b[39mall():\n\u001b[1;32m 174\u001b[0m \u001b[38;5;28mprint\u001b[39m(gc_object\u001b[38;5;241m.\u001b[39mgalcat[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtangential_comp_clmm\u001b[39m\u001b[38;5;124m'\u001b[39m], gc_object\u001b[38;5;241m.\u001b[39mz, gc_object\u001b[38;5;241m.\u001b[39munique_id)\n\u001b[1;32m 177\u001b[0m \u001b[38;5;66;03m# Quick check - Print out the profile information for the first 2 cluster of the list\u001b[39;00m\n\u001b[1;32m 178\u001b[0m \u001b[38;5;66;03m#if cluster_index == 0 or cluster_index == 1:\u001b[39;00m\n\u001b[1;32m 179\u001b[0m \u001b[38;5;66;03m#if cluster_index <2: \u001b[39;00m\n\u001b[1;32m 180\u001b[0m \u001b[38;5;66;03m# print(gc_object.profile)\u001b[39;00m\n\u001b[1;32m 181\u001b[0m \n\u001b[1;32m 182\u001b[0m \u001b[38;5;66;03m# Add the profile to the ensemble\u001b[39;00m\n", + "File \u001b[0;32m/sps/lsst/users/ebarroso/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/gcdata.py:149\u001b[0m, in \u001b[0;36mGCData.__getitem__\u001b[0;34m(self, item)\u001b[0m\n\u001b[1;32m 147\u001b[0m name_dict \u001b[38;5;241m=\u001b[39m {n\u001b[38;5;241m.\u001b[39mlower(): n \u001b[38;5;28;01mfor\u001b[39;00m n \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolnames}\n\u001b[1;32m 148\u001b[0m item \u001b[38;5;241m=\u001b[39m item\u001b[38;5;241m.\u001b[39mlower()\n\u001b[0;32m--> 149\u001b[0m item \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mjoin([name_dict[i] \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m item\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m)])\n\u001b[1;32m 150\u001b[0m out \u001b[38;5;241m=\u001b[39m APtable\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__getitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, item)\n\u001b[1;32m 151\u001b[0m \u001b[38;5;66;03m# sub cols or sub rows\u001b[39;00m\n", + "File \u001b[0;32m/sps/lsst/users/ebarroso/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/gcdata.py:149\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m 147\u001b[0m name_dict \u001b[38;5;241m=\u001b[39m {n\u001b[38;5;241m.\u001b[39mlower(): n \u001b[38;5;28;01mfor\u001b[39;00m n \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolnames}\n\u001b[1;32m 148\u001b[0m item \u001b[38;5;241m=\u001b[39m item\u001b[38;5;241m.\u001b[39mlower()\n\u001b[0;32m--> 149\u001b[0m item \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mjoin([\u001b[43mname_dict\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m item\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m)])\n\u001b[1;32m 150\u001b[0m out \u001b[38;5;241m=\u001b[39m APtable\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__getitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, item)\n\u001b[1;32m 151\u001b[0m \u001b[38;5;66;03m# sub cols or sub rows\u001b[39;00m\n", + "\u001b[0;31mKeyError\u001b[0m: 'w_l'" ] } ], "source": [ - "for i,bg_cat in enumerate(bg_cat_list):\n", - " print(bg_cat.keys())\n", - " print(bg_cat['source_index'])\n", - " # plt.plot(bg_cat['zmean'], bg_cat['weight_clmm'], ',')\n", - " # plt.xlabel(\"Redshift of b/g galaxy\")\n", - " # plt.ylabel(\"CLMM weight\")" + "test_ensemble = [run_different_options_ensemble(None, run) for run in all_runs_names]" + ] + }, + { + "cell_type": "markdown", + "id": "9ab458cc", + "metadata": {}, + "source": [ + "## SACC File\n" ] }, { "cell_type": "code", "execution_count": null, - "id": "fa3b0aca-43ff-45ce-8a64-ee95ade439b7", + "id": "e5f9f0d8", + "metadata": {}, + "outputs": [], + "source": [ + "print(\"Options for this pipeline and their defaults:\")\n", + "print(txpipe.extensions.CLClusterSACC.config_options)\n", + "def run_different_options_sacc(delta_sigma, name):\n", + " print(name)\n", + " step5 = txpipe.extensions.CLClusterSACC.make_stage(\n", + " cluster_profiles = name,\n", + " survey_name = 'cosmodc2-1deg',\n", + " area = 1.0,\n", + " )\n", + " step5.run()\n", + " step5.finalize()\n", + " final_name = f\"my_cluster_shear_catalog_{name}.sacc\"\n", + " return final_name\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "88984fd3", + "metadata": {}, + "outputs": [], + "source": [ + "test_sacc = [run_different_options_sacc(None, bla) for bla in test_ensemble]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4ae71371", "metadata": {}, "outputs": [], "source": [] diff --git a/txpipe/extensions/cluster_counts/convert_to_sacc.py b/txpipe/extensions/cluster_counts/convert_to_sacc.py index 3984c82aa..b02fd70b8 100644 --- a/txpipe/extensions/cluster_counts/convert_to_sacc.py +++ b/txpipe/extensions/cluster_counts/convert_to_sacc.py @@ -15,7 +15,7 @@ class CLClusterSACC(PipelineStage): config_options = { #radial bin definition - "r_min" : 0.2, #in Mpc + "r_min" : 0.5, #in Mpc "r_max" : 5.0, #in Mpc } diff --git a/txpipe/extensions/cluster_counts/make_ensemble_profile.py b/txpipe/extensions/cluster_counts/make_ensemble_profile.py index f9eb76d90..e3d4617f1 100644 --- a/txpipe/extensions/cluster_counts/make_ensemble_profile.py +++ b/txpipe/extensions/cluster_counts/make_ensemble_profile.py @@ -28,6 +28,10 @@ class CLClusterEnsembleProfiles(CLClusterShearCatalogs): "r_min" : 0.2, #in Mpc "r_max" : 3.0, #in Mpc "nbins" : 5, # number of bins + #Angular bin definition + "angle_arcmin_min" : 25.0, #in arcmin + "angle_arcmin_max" : 45.0, #in arcmin + "nbins" : 5, # number of bins #type of profile "delta_sigma_profile" : True, "shear_profile" : False, @@ -42,8 +46,13 @@ def run(self): import h5py import clmm import clmm.cosmology.ccl - - self.radial_bins = clmm.dataops.make_bins(self.config["r_min"], self.config["r_max"], nbins=self.config["nbins"], method="evenlog10width") + if self.config["shear_profile"]: + bin_min = self.config["angle_arcmin_min"] + bin_max = self.config["angle_arcmin_max"] + else: + bin_min = self.config["r_min"] + bin_max = self.config["r_max"] + self.radial_bins = clmm.dataops.make_bins(bin_min, bin_max, nbins=self.config["nbins"], method="evenlog10width") print (self.radial_bins) self.cluster_shears_cat, self.coordinate_system = self.load_cluster_shear_catalog() @@ -67,8 +76,10 @@ def run(self): pickle.dump(cluster_stack_dict, open(self.get_output("cluster_profiles"), 'wb')) #cluster_stack.save(self.get_output("cluster_profiles")) + elif self.config["shear_profile"]==True: + pass else : - print("Config option not supported, only delta_sigma_profiles supported") + print("Config option not supported, only delta_sigma_profiles and shear_profiles supported") @@ -143,8 +154,12 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemble_id=0): print ("!!! maximum radial distance of source smaller than radial_bins") # Compute radial profile for the current cluster + if self.config["delta_sigma_profile"]: + bin_units = 'Mpc' + elif self.config["shear_profile"]: + bin_units = 'arcmin' gc_object.make_radial_profile( - "Mpc", + bin_units, bins=self.radial_bins, cosmo=self.clmm_cosmo, tan_component_in = "tangential_comp_clmm", # name given in the CLClusterShearCatalogs stage @@ -155,6 +170,8 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemble_id=0): weights_out = "W_l", include_empty_bins = True ) + if np.isnan(gc_object.galcat['W_l']).all(): + print(gc_object.galcat['tangential_comp_clmm'], gc_object.z, gc_object.unique_id) # Quick check - Print out the profile information for the first 2 cluster of the list @@ -207,4 +224,4 @@ def load_cluster_catalog_tomography_group(self): # NEED TO CHNAGE FUNCTION NAME return binned_cluster_stack - \ No newline at end of file + diff --git a/txpipe/extensions/cluster_counts/sources_select_compute.py b/txpipe/extensions/cluster_counts/sources_select_compute.py index 223c252b9..d853ace5b 100644 --- a/txpipe/extensions/cluster_counts/sources_select_compute.py +++ b/txpipe/extensions/cluster_counts/sources_select_compute.py @@ -36,7 +36,7 @@ class CLClusterShearCatalogs(PipelineStage): "subtract_mean_shear": False, # Not clear if this is useful for clusters "coordinate_system": "celestial", "use_true_shear": False, - "delta_sigma": False, + "delta_sigma": False, # If True then we compute delta-sigma, otherwise we compute gamma "use_shape_noise": False, } @@ -221,6 +221,7 @@ def run(self): if self.config['delta_sigma']: weights = np.concatenate([d[2] for d in per_cluster_data[i]]) else: + #If we are using gamma, the weights do not deppend on each galaxy, so the function returns a float weights = np.full(len(indices), per_cluster_data[i][0][2]) tangential_comps = np.concatenate([d[3] for d in per_cluster_data[i]]) cross_comps = np.concatenate([d[4] for d in per_cluster_data[i]]) From 0737dd00f4d4db5da1f31bc7c26f923193391b4a Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Thu, 25 Sep 2025 04:46:55 -0700 Subject: [PATCH 03/12] Initial clean of Nz choice --- .../tangential_shear_selection.ipynb | 18375 +--------------- .../cluster_counts/make_ensemble_profile.py | 38 +- .../cluster_counts/sources_select_compute.py | 24 +- 3 files changed, 106 insertions(+), 18331 deletions(-) diff --git a/notebooks/cluster_counts/tangential_shear_selection.ipynb b/notebooks/cluster_counts/tangential_shear_selection.ipynb index c2c82e139..42a82c9d4 100644 --- a/notebooks/cluster_counts/tangential_shear_selection.ipynb +++ b/notebooks/cluster_counts/tangential_shear_selection.ipynb @@ -25,8 +25,31 @@ { "cell_type": "code", "execution_count": 1, + "id": "4792903e-4b02-4f75-8d87-108f364062c8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.14.1\n", + "3.2.1\n" + ] + } + ], + "source": [ + "import clmm\n", + "print(clmm.__version__)\n", + "import pyccl as ccl\n", + "print(ccl.__version__)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, "id": "13c35f16-03a7-4042-bc68-8858711d8974", "metadata": { + "scrolled": true, "tags": [] }, "outputs": [ @@ -34,7 +57,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/sps/lsst/users/ebarroso/conda_envs/txpipe_clp/lib/python3.10/site-packages/ceci/__init__.py:12: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", + "/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/ceci/__init__.py:12: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", " from pkg_resources import DistributionNotFound\n" ] } @@ -65,17 +88,29 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "32961686-f5c2-4873-b529-9fcaf22c54e7", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "my_txpipe_dir = \"/sps/lsst/users/ebarroso/TXPipe\"\n", + "my_txpipe_dir = \"/global/u2/e/edujb/TXPipe\"\n", "os.chdir(my_txpipe_dir)\n", - "\n", - "import txpipe" + "import importlib\n", + "import txpipe\n", + "importlib.reload(txpipe)" ] }, { @@ -88,7 +123,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "aa17705a-f043-41f6-97a7-6bae04237781", "metadata": { "tags": [] @@ -100,7 +135,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "a2123975-cf19-4f1c-bae4-6894ecd42d24", "metadata": { "tags": [] @@ -125,7 +160,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "9ed600f7-4cf7-4eff-9ba6-2edb1ead85c8", "metadata": { "tags": [] @@ -158,7 +193,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "6b9def04-7ae8-4f39-80b6-8f18d4faaf11", "metadata": { "tags": [] @@ -179,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "40ad44da-205a-41ed-b4f4-7079dbf7d366", "metadata": { "scrolled": true @@ -190,7 +225,7 @@ "output_type": "stream", "text": [ "Keys: \n", - "[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(2), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(2), np.int32(2), np.int32(2), np.int32(2), np.int32(2), np.int32(2), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3)]\n", "9099\n", "\n", "0.7\n" @@ -219,7 +254,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "ae049562-355f-4a7b-845f-2f2be598ff2f", "metadata": {}, "outputs": [ @@ -258,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "52cd1f06-b0ea-4afb-b398-0ef5404d8ae4", "metadata": { "tags": [] @@ -309,7 +344,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "bfdc1eb8-4617-4848-b40d-85a3fdd2d6be", "metadata": { "scrolled": true, @@ -339,18154 +374,27 @@ "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 221371\n", - "Collecting data for cluster 0\n", - "Found 3035 total galaxies in catalog for cluster 11\n", - "[ 8.57795374e+14 3.71745337e+14 1.32789098e+15 ... -4.65330606e+14\n", - " -1.25828866e+14 -4.40769673e+12]\n", - "Found 2765 total galaxies in catalog for cluster 827\n", - "[ 8.56142370e+14 -9.42738317e+14 1.32092850e+15 ... -6.99887821e+13\n", - " -3.98482756e+14 3.04006288e+14]\n", - "Found 2730 total galaxies in catalog for cluster 1985\n", - "[ 2.71510908e+14 -7.21286932e+14 -8.49625088e+13 ... 2.12518402e+14\n", - " -2.80574567e+14 -2.34073629e+14]\n", - "Found 2652 total galaxies in catalog for cluster 1632\n", - "[ 8.86305060e+14 -8.19634621e+14 7.89625557e+14 ... -2.88405112e+14\n", - " -4.13829396e+14 6.79810427e+14]\n", - "Found 1137 total galaxies in catalog for cluster 2453\n", - "[ 5.37435763e+14 -2.44775345e+15 -1.39518706e+15 ... 7.29421042e+14\n", - " 1.63199697e+14 3.56325347e+14]\n", - "Found 4221 total galaxies in catalog for cluster 2678\n", - "[ 3.18819907e+14 -2.32654018e+14 -1.09162785e+14 ... 9.12337650e+13\n", - " 3.34915536e+14 6.85344506e+14]\n", - "Found 1446 total galaxies in catalog for cluster 4643\n", - "[ 2.68890280e+14 1.20340153e+15 -1.05566579e+15 ... -3.51935815e+14\n", - " 1.10045020e+15 -9.99545056e+13]\n", - "Found 677 total galaxies in catalog for cluster 5084\n", - "[-1.03462467e+14 3.86242918e+15 -1.13484013e+15 4.83917451e+14\n", - " 3.46839483e+14 -2.12718738e+15 3.76630282e+14 5.71389075e+14\n", - " 3.20434717e+15 2.39438040e+15 -1.25346653e+15 -1.24333145e+15\n", - " -4.13274078e+15 2.54644526e+15 4.35648498e+14 5.68351082e+15\n", - " -3.99462689e+14 2.30066479e+15 1.17437740e+15 -1.33680000e+15\n", - " -3.30897160e+15 -1.19174401e+15 1.24148868e+15 2.36361082e+15\n", - " -1.57086411e+15 2.59396453e+14 2.47329222e+15 -2.45665453e+15\n", - " -6.22931216e+14 2.27034876e+14 1.81477469e+15 1.91713358e+14\n", - " 3.43342526e+14 5.13742183e+15 -2.02724149e+15 1.07494745e+15\n", - " -1.49762918e+15 2.49155448e+15 -6.83865421e+14 -2.24962712e+15\n", - " 1.74604453e+14 1.29339932e+15 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2.03943206e+15\n", - " 1.58945683e+14 -8.64973434e+14 -1.21848917e+14 2.59340906e+15\n", - " -2.81608597e+15 3.02364305e+15 1.58589382e+15 -6.59382467e+14\n", - " 2.33953231e+14 -1.23736709e+15 -4.00352858e+15 -3.09904049e+14\n", - " -2.87814306e+15 -9.91388354e+13 3.99579667e+15 4.28657331e+15\n", - " 1.53172377e+15 9.71456962e+14 2.03359039e+15 -1.51829913e+15\n", - " -6.88125750e+15 -1.73372811e+15 1.81177387e+15 -1.76367999e+15\n", - " -3.13839135e+15 -1.20760047e+15 -3.01650968e+15 6.50944725e+14\n", - " 3.06504120e+14 -1.00464984e+15 -1.20942535e+15 -1.87077004e+15\n", - " -5.14114703e+14 2.19754053e+15 1.91293398e+15 1.12181086e+15\n", - " -1.14424853e+15 7.45046015e+15 -5.78956371e+14 -2.62653637e+15\n", - " -4.27027108e+15 -2.40183463e+15 1.25242922e+15 -1.16232818e+15\n", - " -1.80367379e+15 -7.24843402e+14 6.02643293e+14 -1.09640461e+14\n", - " 1.31908155e+15 1.66905169e+15 -1.67122868e+15 -2.08151214e+15\n", - " -1.76651380e+15 4.03316686e+15 2.42478476e+14 -2.62722483e+15\n", - " 2.74389633e+14 4.83061015e+15 -2.42068201e+13 -2.10447059e+15\n", - " -5.17301439e+15 4.32930361e+14 6.84225005e+14 -5.96152308e+14\n", - " 3.94616555e+14 -2.04062285e+15 2.86448067e+14 5.93788196e+14\n", - " 7.07963448e+13 -7.20003986e+14 4.88839283e+15 1.48476770e+15\n", - " 5.98437907e+14 5.70616647e+14 -8.11737487e+14 1.12159208e+15\n", - " 2.95775751e+15 -8.59938505e+14 8.22307748e+14 -6.33996241e+14\n", - " -2.19160674e+15 7.16330449e+15 2.35565401e+15 -2.07493065e+14\n", - " 5.98504828e+15 2.50111939e+15 1.96630149e+15 -4.37655403e+14\n", - " -7.18301640e+14 9.92550423e+14 -1.47889773e+15 -1.33492991e+15\n", - " -5.69308418e+15 -3.56267895e+15 -2.18391701e+15 6.65184436e+14\n", - " 6.64389198e+14 5.18175617e+13 -1.74681910e+15 1.61908915e+14\n", - " -3.41507994e+14 -4.16469427e+14 2.13989244e+15 4.00881565e+15\n", - " 1.93441264e+15 -2.54590486e+15 4.77297941e+14 7.34078225e+12\n", - " -1.28407443e+14 5.93815814e+15 -5.98423547e+15 -4.74391124e+14\n", - " -6.79413242e+15 1.45438058e+15 1.41077056e+15 2.84844698e+15\n", - " 2.37470996e+15 7.37878361e+14 -6.28794068e+14 7.40889950e+15\n", - " -1.21470935e+15 -6.01283604e+14 -5.50344013e+14 -6.79695138e+14\n", - " 7.41874973e+14 -6.54560387e+14 1.03326848e+15 -8.27374632e+15\n", - " -1.68351500e+15 -1.78248997e+15 6.83235730e+15 -2.68986429e+15\n", - " -1.64252344e+15 -2.11130212e+15 -9.14156859e+14 1.02240468e+15\n", - " -1.58485903e+15 3.38145056e+15 4.27956797e+14 -1.23635453e+15\n", - " 8.47857240e+14 5.21538169e+15 -4.32733831e+15 2.55562843e+15\n", - " 5.96377628e+14 2.97990745e+15 -2.77664799e+15 -1.61807972e+15\n", - " 2.81466277e+15 7.98510116e+14 -8.20037314e+14 2.13709632e+15\n", - " -3.58251833e+14 -4.69637764e+15 -8.26597063e+14 -3.26443777e+15\n", - " -3.15618513e+15 4.27537039e+13 -1.92705112e+14 -2.54876495e+14\n", - " -4.05740135e+15 -3.66986841e+15 7.80723399e+14 -5.55463483e+14\n", - " 2.87713779e+15 -4.31356533e+15 9.18334181e+13 2.00201875e+15\n", - " -1.91638941e+15 -6.68252660e+14 2.63706482e+14 -1.95651104e+15\n", - " 2.50637044e+15 -5.10940516e+13 -9.31030565e+14 6.51997584e+15\n", - " -2.41387235e+15 1.00906694e+15 -4.60621132e+14 -3.28304793e+14\n", - " 1.34603087e+15 8.92971400e+14 4.19494842e+15 -9.20914601e+14\n", - " -1.88595179e+15 -4.05016624e+14 -2.53678476e+15 -5.30146852e+15\n", - " -1.37593933e+15 -2.59593968e+13 1.77196494e+14 -3.56485645e+15\n", - " 8.05286651e+15 2.36052107e+15 3.50073270e+15 -5.84937041e+15\n", - " -8.01096742e+14 9.39104132e+14 -1.50170025e+15 2.81271349e+15\n", - " -1.73995321e+15 2.22255150e+15 1.46509422e+15 2.91416599e+15\n", - " 1.17674885e+14 5.16908406e+15 7.28291784e+14 4.49851961e+14\n", - " 1.82271758e+15 -6.60849533e+15 7.62938301e+14 -3.26558340e+15\n", - " -4.76972490e+14 -2.10899528e+15 -3.54024365e+15 -2.31707859e+15\n", - " -8.22803088e+14 -3.01913744e+15 3.02544314e+15 -2.86327002e+15\n", - " 1.88115958e+15 -2.36089903e+15 7.30855691e+14 3.95212503e+14\n", - " 1.68301213e+15 -3.91758695e+14 1.67533434e+15 7.10382408e+14\n", - " 7.71142204e+14 -1.10013430e+15 1.22452909e+15 -1.55162594e+15\n", - " -3.66641500e+15 1.85756958e+15 3.95071992e+15 -3.02890013e+15\n", - " -1.63042398e+14 -1.52051356e+15 1.82540023e+15 -2.45438420e+14\n", - " -1.18395000e+15 -1.17332282e+15 -1.22354871e+15 3.72951387e+15\n", - " 2.12861048e+15 -1.09399409e+15 2.15415725e+14 5.33181775e+14\n", - " -2.63057691e+15 -4.51477003e+15 1.84452661e+15 1.36719672e+15\n", - " -6.25072529e+15 -1.97831916e+14 -1.78166138e+14 4.85084507e+14\n", - " 1.65529538e+15 -1.73582318e+15 1.03261386e+15 1.89058113e+15\n", - " 3.06559323e+15 2.83716045e+15 -3.68658589e+14 -3.60017109e+15\n", - " 3.02208239e+15 3.87996449e+14 -4.98068734e+14 -9.87368401e+14\n", - " 7.40666932e+15 -2.80712556e+15 -2.31209306e+15 -2.26817203e+15\n", - " -1.55846433e+15 1.93598273e+14 -6.01473208e+14 -4.18906867e+15\n", - " -3.11356756e+15 7.44912841e+15 -2.31529669e+14 -4.97060688e+14\n", - " 1.23003681e+15 -1.69489308e+15 -6.87056466e+14 -1.81039067e+15\n", - " -2.21388568e+15 8.69882740e+14 -9.48089252e+14 6.03420305e+14\n", - " 7.99371755e+14 8.77228676e+14 3.85521611e+15 1.19838712e+14\n", - " -3.70124512e+15 -3.87484921e+15 -1.38499528e+14 4.46821951e+14\n", - " 6.05095411e+15 1.52683713e+15 -1.31115702e+14 1.56230210e+15\n", - " 3.30738785e+15 2.24664659e+15 -4.73652807e+14 3.57227225e+14\n", - " -1.64069313e+15 -1.31163300e+15 2.66596625e+15 8.91257056e+14\n", - " 2.54720881e+15 -4.30367628e+15 5.85472523e+14 -4.67910798e+15\n", - " -3.16584284e+15 -4.82206281e+15 1.78997361e+15 -9.06701611e+14\n", - " 4.47634132e+14 -3.28794449e+14 -1.78233715e+14 -1.08099387e+15\n", - " -9.59265767e+14 1.38414706e+15 -9.69610203e+14 -1.64237608e+15\n", - " -3.94027499e+15 2.14773080e+14 -4.05403057e+14 1.46719854e+15\n", - " 9.68228655e+14 1.18633471e+15 4.77473751e+14 7.78759526e+14\n", - " 2.39526217e+15 7.00199199e+14 2.13407986e+15 -2.08346233e+14\n", - " -1.97361809e+15 -1.64267761e+15 2.97242077e+13 3.13696517e+14\n", - " -3.87399717e+14 2.40883059e+15 1.03279441e+15 -3.39061919e+14\n", - " -2.34073538e+14 1.44588090e+14 -1.30273163e+14 2.86316253e+14\n", - " 2.82888405e+15 2.55774074e+15 -8.38490232e+15 6.25868020e+14\n", - " 8.45148278e+13 -5.18618078e+14 5.39438407e+15 7.69774868e+15\n", - " -2.58407477e+14 -1.12186258e+15 3.35814176e+14 1.52350098e+15\n", - " 1.03621294e+15 -6.67463363e+14 -4.44755130e+14 1.68960151e+14\n", - " -8.03322199e+14 5.29222058e+14 -1.84262529e+14 2.94847500e+15\n", - " 1.57452308e+15 1.44995227e+15 1.52826360e+15 -1.73068608e+15\n", - " -9.11951481e+14 -3.98597357e+15 -8.97289770e+14 -4.64234244e+14\n", - " -1.53745179e+15 5.46588764e+14 2.12078780e+15 1.61521607e+15\n", - " 2.21792035e+15 2.08132310e+15 6.46199528e+14 2.75385906e+15\n", - " -2.56672081e+15 7.78891186e+14 -1.88460056e+15 3.24672998e+14\n", - " 1.00255262e+15 7.03109088e+14 -6.92226446e+14 6.68817836e+14\n", - " -1.04972539e+15 -4.68976882e+14 1.51727242e+14 1.21382721e+15\n", - " -9.35479736e+14 -1.32806803e+14 -6.89123251e+13 1.65210192e+14\n", - " 8.60815603e+14 -1.06850678e+15 1.98192628e+15 -2.34686653e+15\n", - " 1.15908062e+15 5.64793181e+15 6.76999294e+14 -1.16884738e+15\n", - " -2.17865489e+15 1.76007584e+15 -1.48175275e+15 -2.13528765e+14\n", - " -2.57285663e+14 -9.11269990e+14 9.11579612e+14 -1.08389416e+15\n", - " -1.01382263e+15 -1.23671933e+15 7.11652628e+14 -3.33264691e+15\n", - " -1.28525867e+15 8.50271501e+14 3.05409694e+14 1.91045588e+15\n", - " 2.19238651e+15 -1.81231388e+15 -2.03879053e+15 -5.76363002e+14\n", - " 2.80723836e+14 -2.33849525e+15 -1.77754083e+15 4.13310896e+14\n", - " -1.30336163e+15 -6.12287807e+14 -1.35029266e+15 1.97770324e+15\n", - " -2.90668997e+14 -1.82255956e+15 6.98836906e+14 7.13452820e+14\n", - " 1.85638946e+15 -1.54520510e+15 4.07795648e+14 -1.74005959e+15\n", - " -9.58061997e+14 4.38039891e+14 -2.97246297e+14 -2.12340300e+14\n", - " 8.12348076e+14 -8.66095302e+14 -1.38449528e+15 5.02351563e+15\n", - " 4.96212282e+14 -1.50633966e+15 -5.25742844e+14 8.25998701e+14\n", - " 2.39688479e+15 -1.89302625e+15 1.85010554e+15 3.22001047e+15\n", - " -3.92970003e+14 1.15796741e+15 1.80066114e+15 8.54136756e+14\n", - " 9.77218992e+14 7.73446913e+14 -9.45325534e+14 -1.10176534e+15\n", - " 6.14208868e+14 -2.29397382e+15 -5.11416733e+15 -1.52643412e+15\n", - " 1.83951267e+15 -1.05430616e+15 -9.51920383e+14 2.84770395e+14\n", - " -3.03636158e+15 1.42952273e+15 1.72391555e+15 9.15324815e+14\n", - " -1.72362681e+15 5.67689428e+14 1.88753400e+15 2.66208814e+14\n", - " -9.97537277e+14 8.83817851e+14 6.24363045e+14 -2.02302026e+15\n", - " -3.02512745e+14 -8.38675541e+14 -1.04861970e+15 2.83515324e+14\n", - " 5.22725815e+15 3.85822145e+15 8.48691849e+13 -1.19674561e+15\n", - " 3.12949104e+15 1.53651484e+15 -2.47319168e+15 1.05030499e+14\n", - " 5.56888257e+14 1.24174877e+15 -3.44206673e+14 -5.60912880e+14\n", - " 1.40613132e+15 2.46477300e+13 3.61981161e+14 -1.50671267e+15\n", - " -3.27801548e+15 2.49087249e+15 -1.57490428e+15 9.63510396e+14\n", - " 4.89965233e+14 5.90052691e+14 6.84505044e+14 -9.35662160e+14\n", - " -1.11371608e+15 2.04429594e+15 3.63696776e+15 -2.04927635e+15\n", - " -3.07266744e+15 1.57689369e+15 -9.75362621e+14 9.35949781e+14\n", - " -2.35596802e+14 1.55174597e+15 1.12810137e+15 -7.88024990e+14\n", - " -6.72412665e+14 2.74047877e+14 -8.32440537e+14 9.78123481e+14\n", - " -1.17678908e+14 -3.94044865e+14 3.32283185e+14 1.95495862e+15\n", - " -7.90249284e+14 -5.21666119e+14 -6.90579866e+14 -1.05794864e+14\n", - " 1.86541392e+15 -3.29705998e+13 -3.06461271e+14 -6.23003172e+14\n", - " -4.40756543e+14 2.30998487e+14 1.68639199e+15 -5.20775107e+14\n", - " -5.82833758e+13 6.68958601e+14 -2.77634908e+15 1.57174105e+15\n", - " -1.13673912e+15 2.11867960e+15 -1.25017948e+15 3.14079033e+14\n", - " -1.98091395e+15 -5.71269775e+14 -9.95765806e+14 -7.09169240e+14\n", - " 1.48552513e+15 -6.85124127e+14 6.41672328e+14 -4.66821094e+14\n", - " 5.52295524e+12 1.29192901e+15 1.33678499e+15 -9.15755457e+14\n", - " -3.15805070e+14 1.63866706e+14 -1.64088952e+14 9.71116324e+14\n", - " -2.89484151e+14 -1.32849857e+15 -1.44660457e+15 1.03981661e+15\n", - " 1.16686230e+15]\n", - "Found 2384 total galaxies in catalog for cluster 4434\n", - "[ 7.92292580e+14 9.97523022e+14 -1.98444869e+14 ... 1.73661258e+13\n", - " 5.05779998e+14 -6.98695198e+14]\n", - "Found 2343 total galaxies in catalog for cluster 3939\n", - "[ 1.96179895e+15 -9.96102755e+14 1.79249239e+15 ... -6.30138022e+13\n", - " 2.78104560e+13 -3.69392369e+14]\n", - "Found 4589 total galaxies in catalog for cluster 6139\n", - "[-1.12947630e+15 4.54050021e+13 -4.74225208e+14 ... 5.60622681e+14\n", - " 1.45486747e+14 4.33860915e+14]\n", - "Found 1880 total galaxies in catalog for cluster 4709\n", - "[-9.92291435e+13 1.14392134e+14 9.39435151e+14 ... -1.38549880e+14\n", - " -6.18281088e+14 -6.56636351e+14]\n", - "Found 4123 total galaxies in catalog for cluster 7121\n", - "[ 8.11839062e+14 -6.25340750e+14 7.11074827e+14 ... -2.45365083e+14\n", - " -3.96867353e+14 5.96119425e+14]\n", - "Found 3492 total galaxies in catalog for cluster 8547\n", - "[ 7.23489550e+14 1.64220865e+15 -6.86511280e+14 ... -1.72713824e+14\n", - " -2.90455291e+14 4.78255183e+14]\n", - "Found 1273 total galaxies in catalog for cluster 8685\n", - "[ 7.36732275e+14 -9.50039475e+15 3.88458340e+14 ... 1.19257677e+15\n", - " -7.09553461e+14 9.97366385e+14]\n", - "Found 965 total galaxies in catalog for cluster 8995\n", - "[ 1.31121574e+15 2.10959052e+15 4.01162619e+14 -2.49452528e+15\n", - " -7.65314895e+14 4.37626885e+14 -2.21429582e+15 -6.06648290e+14\n", - " -7.79774032e+14 1.94393811e+15 -9.94495477e+14 -1.41155743e+15\n", - " 9.77075249e+14 -3.44922757e+15 -6.87991374e+14 -1.38939817e+15\n", - " -9.46796307e+14 -1.79574058e+15 1.45373094e+15 -1.35290973e+15\n", - " -2.17835499e+14 -2.41503265e+14 -6.78279015e+14 1.80959760e+15\n", - " -9.68898076e+14 3.12929106e+15 -7.13692210e+15 -1.31109055e+15\n", - " -5.61579275e+13 -9.92218028e+14 1.50486545e+15 2.59021871e+13\n", - " -2.18660376e+15 4.81746339e+14 7.08278934e+14 2.50605898e+14\n", - " -2.26738784e+15 1.36680165e+15 9.85745675e+14 -4.73514131e+14\n", - " 2.03730467e+15 1.80014462e+15 -2.17535316e+15 8.95663559e+14\n", - " 4.33585273e+14 -8.68483186e+14 4.15627926e+14 -2.32536278e+14\n", - " 1.94152741e+15 1.48316316e+15 1.29435778e+15 1.48040437e+15\n", - " -6.57179733e+14 -1.46661409e+15 -1.57310260e+14 1.25685563e+15\n", - " -1.12590281e+15 -8.12950280e+14 4.30570791e+14 -1.13777245e+15\n", - " 2.00823120e+15 1.17128728e+15 1.69082074e+15 9.83164566e+14\n", - " 2.35037269e+15 2.57439806e+15 3.32893450e+15 -4.73799636e+14\n", - " -4.18015839e+13 2.24845191e+15 1.46927380e+15 9.01360372e+14\n", - " 3.35019024e+15 5.86152666e+15 1.22901412e+15 -1.39070308e+15\n", - " -2.34891195e+15 -8.69064831e+14 1.87954949e+15 2.18957406e+15\n", - " -1.57202185e+15 -1.51970931e+15 8.82447403e+14 -1.49646311e+15\n", - " -1.84634986e+15 1.14874460e+15 -1.01683626e+14 -8.54637248e+14\n", - " -1.45761151e+15 4.13502907e+14 -1.19366626e+14 7.56113437e+14\n", - " -2.62124561e+15 -3.28843424e+14 -1.29732351e+15 -1.06872233e+15\n", - " -1.13437897e+15 1.20789252e+15 -1.18936441e+14 1.13380082e+15\n", - " -1.95669754e+12 8.87214990e+14 -4.97701401e+14 1.83924358e+15\n", - " -6.63863186e+14 1.45531921e+15 2.43924923e+14 -1.72361433e+15\n", - " 1.40489164e+15 -9.47718419e+14 2.94170975e+14 -3.25848244e+14\n", - " 3.10261092e+15 -2.80089722e+15 5.38512029e+14 7.81318787e+13\n", - " -8.77909016e+14 8.07354562e+14 9.77226756e+14 -2.85170161e+15\n", - " -3.17184338e+15 2.94257387e+14 1.65023305e+15 3.91074204e+15\n", - " -1.90108750e+15 2.24602161e+14 -1.16351787e+15 -3.69062783e+14\n", - " 3.66885960e+15 2.18632463e+15 -4.45911833e+15 7.88283874e+14\n", - " 2.22247511e+15 9.19078823e+14 -2.89222422e+14 -1.03229109e+15\n", - " 2.41427947e+15 -1.43393836e+15 3.72306494e+15 3.04350434e+15\n", - " 1.37876747e+14 -1.61428466e+15 2.66181445e+15 1.13635408e+15\n", - " -4.66833770e+14 -2.61973097e+14 1.10270781e+15 -1.98579565e+15\n", - " -4.45462843e+15 -1.16592308e+16 2.81894023e+15 9.84526175e+14\n", - " 2.21963834e+15 5.05231037e+14 5.15326740e+14 2.33345313e+14\n", - " -6.32444085e+14 -7.95410343e+14 4.24486064e+15 1.00812210e+15\n", - " -3.65727467e+15 6.05112346e+15 4.80926366e+15 2.38367209e+15\n", - " -1.89364154e+14 1.42066311e+15 -8.56057077e+14 -2.21210871e+15\n", - " 6.56132319e+15 -3.41569055e+15 -1.19361858e+15 -2.29007501e+15\n", - " -5.33674683e+14 -2.63954843e+15 -1.68285868e+15 -8.50340028e+13\n", - " 3.36785457e+15 1.93069987e+15 -2.78565085e+14 -1.02362851e+15\n", - " 1.64072080e+15 -2.42637062e+15 3.65613457e+15 -3.72982076e+14\n", - " 2.39872499e+14 1.43815092e+15 -1.29882978e+15 -9.52117925e+13\n", - " 1.82686703e+14 1.14098504e+15 1.24242044e+15 3.41060526e+14\n", - " 1.27228366e+15 -5.03286785e+13 -4.82475832e+15 1.26539818e+14\n", - " -2.04214892e+15 8.32608254e+14 -1.66056507e+14 1.94212499e+15\n", - " 1.75615524e+15 -1.52441855e+14 -4.01969020e+14 -6.18439562e+13\n", - " -1.69183761e+15 -7.01433218e+13 3.00117745e+15 -1.30561368e+15\n", - " -2.56292715e+14 -4.63881107e+14 -5.70340507e+15 -4.97260044e+14\n", - " 8.90413659e+13 -1.34151373e+15 -3.02215332e+15 -2.54506623e+15\n", - " -2.63536320e+15 -1.74584101e+14 -2.20211164e+15 -7.25101480e+15\n", - " 1.08064324e+15 -2.24464003e+15 -2.72952845e+15 1.03201720e+14\n", - " 1.47447734e+15 -2.60724662e+15 1.72650612e+14 3.32590676e+15\n", - " -3.77711284e+15 9.07330181e+14 2.83439411e+15 -2.08648897e+15\n", - " 2.85764437e+15 2.47397068e+15 -1.27387647e+15 9.77188827e+14\n", - " -4.75159014e+15 2.04197576e+15 -1.24010784e+15 -1.55190915e+15\n", - " 1.31483559e+14 -2.40291356e+14 7.10593127e+14 -5.42265928e+14\n", - " -8.66242514e+14 -1.67980842e+15 -9.98492746e+14 6.05512501e+14\n", - " 1.91748861e+15 1.02183789e+15 1.23124531e+15 1.67312767e+15\n", - " 1.25406664e+15 -3.44477990e+14 8.03375456e+13 -6.46950441e+15\n", - " 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-5.92443312e+14\n", - " 2.01355294e+14 1.12583303e+15 -2.45289021e+15 3.56890229e+15\n", - " 5.46063484e+14 -1.14585943e+15 4.78793435e+14 1.85849461e+15\n", - " 1.26070982e+14 -3.06548696e+14 1.14334230e+15 1.93500845e+14\n", - " -9.67508250e+14 -7.34603519e+14 1.28204668e+14 -1.84394021e+15\n", - " -2.12281805e+15 -3.18909287e+15 -1.48433900e+15 1.69374426e+15\n", - " -2.40494787e+15 -2.16994528e+15 1.34747278e+15 3.51809317e+15\n", - " 5.45029562e+14 1.18300161e+15 1.53135934e+14 -1.43419216e+15\n", - " -4.20571801e+14 -1.16079343e+15 9.29536713e+14 1.08414043e+15\n", - " -1.19701746e+15 9.38462125e+14 9.67908615e+14 1.63994463e+15\n", - " 9.46357349e+14 3.25224373e+13 1.24302582e+15 7.22793581e+14\n", - " -2.93525465e+15 -1.51572311e+15 -3.87590885e+14 7.85625632e+14\n", - " -1.00967110e+15 3.96273294e+14 1.27758295e+15 -7.23167929e+14\n", - " -4.97010735e+14 1.40564027e+15 -3.49369387e+15 3.95400342e+15\n", - " 2.00539945e+15 3.25516317e+15 -1.59116250e+14 -2.72566305e+15\n", - " 7.41744489e+14 9.01209211e+14 6.89885311e+14 3.71693039e+15\n", - " -1.82566610e+15 6.39471350e+15 -1.99116691e+14 8.18734686e+14\n", - " 1.32349186e+15 2.30503239e+13 -3.23107401e+15 -2.18757287e+15\n", - " 2.13656836e+15 -2.21555943e+14 1.08972680e+15 1.72560326e+15\n", - " 2.61100242e+15 -2.10914610e+14 -1.03009468e+15 -1.32286252e+15\n", - " 8.01725357e+14 1.56823643e+15 3.52093827e+15 7.69443937e+14\n", - " 5.96398005e+14 8.64508441e+14 -2.05495306e+15 1.43109745e+15\n", - " -6.30875489e+12 7.62946235e+13 -6.56571831e+14 -8.40804068e+14\n", - " -3.76174342e+15 2.59392890e+14 -3.20263339e+15 -3.34232777e+14\n", - " 5.23744990e+14 -2.59188191e+14 2.38678529e+14 2.27655159e+15\n", - " -3.19180607e+15 1.69289290e+15 -4.03654774e+15 5.72824567e+14\n", - " -1.47515742e+15 5.61797830e+14 3.39307152e+14 1.81043424e+13\n", - " -7.75317726e+14 -1.75315039e+15 2.48429871e+15 3.67469721e+15\n", - " 3.78161039e+14 -4.77258704e+14 -1.81486638e+15 1.71945615e+15\n", - " 1.35487401e+15 1.81697175e+15 2.79451206e+14 4.01373473e+14\n", - " 2.69049921e+15 -3.56927009e+14 7.97237348e+14 2.58689648e+14\n", - " 4.92191405e+14 -1.38516444e+15 1.93936504e+15 3.38780774e+15\n", - " 1.18545079e+15 2.59783535e+15 3.83257587e+14 2.50068631e+14\n", - " -2.22479759e+15 5.96240261e+14 -1.14154226e+15 -2.35805418e+15\n", - " 2.05508829e+14 -6.40970663e+13 6.51550231e+14 -1.11685775e+15\n", - " -4.40362766e+14 -1.68859037e+15 -1.22851016e+15 1.25850107e+15\n", - " 2.06890225e+14 -1.54934513e+15 -7.75450936e+14 -2.64954388e+15\n", - " -1.55092560e+15 2.27291523e+15 -1.33846236e+15 4.68900535e+15\n", - " -1.95557856e+14 2.90863309e+15 -2.36045279e+14 2.38443933e+14\n", - " 2.63906803e+14 -1.31259935e+15 -1.74280867e+14 -5.40022740e+14\n", - " 1.55334500e+15 1.33803354e+14 -1.89719653e+15 6.37033002e+14\n", - " -9.06134208e+14 -2.85392797e+14 5.80226480e+14 1.09120929e+15\n", - " 8.76865163e+14 2.22150804e+15 -1.27414825e+15 -1.90860581e+15\n", - " 1.41645294e+14 -1.59953637e+15 2.06103784e+15 1.04911246e+15\n", - " 6.32112669e+14 3.49845851e+14 1.11749275e+15 1.23429931e+14\n", - " -8.45240609e+14 -4.34014355e+14 -1.15321762e+15 1.32483823e+15\n", - " 1.83397320e+14 -4.04555108e+14 6.39754530e+14 3.04110153e+15\n", - " -1.56119475e+15 7.96528786e+14 -1.65175448e+14 -1.40567614e+15\n", - " -1.95143630e+14 -1.04872346e+15 -5.30961921e+14 -2.87961333e+15\n", - " 2.98367809e+14 -1.20829194e+15 -1.31852268e+15 7.96284849e+13\n", - " -4.12411935e+15 -4.85222850e+14 4.28462347e+14 -1.87490977e+15\n", - " 2.51045897e+14 1.28244871e+15 -1.80956529e+15 -2.12557144e+15\n", - " 4.17575893e+14 -4.95504986e+14 -1.24786699e+15 8.52945668e+14\n", - " 5.18783036e+14 -2.51714128e+15 1.42653683e+15 -3.96190460e+15\n", - " 3.02924694e+14 1.99667878e+15 -5.24053456e+14 -2.07021665e+15\n", - " -4.60071615e+14 6.46326354e+14 -1.64344789e+15 -9.13685004e+14\n", - " -1.15377857e+15 -6.70754121e+14 1.49173007e+14 -6.19821794e+13\n", - " 1.47483768e+15 -4.88977125e+14 9.79907266e+13 -2.05644208e+14\n", - " -8.82105836e+14 2.07310131e+14 1.41555986e+15 8.86938055e+14\n", - " 6.45560868e+14 4.94210145e+15 1.48977181e+15 -1.36421404e+15\n", - " 5.69280383e+14 -1.28260517e+14 1.41414982e+15 5.20930342e+13\n", - " -4.70677982e+14 8.51738925e+14 2.91596424e+15 6.22796434e+14\n", - " 1.41976535e+15 -7.12559718e+14 1.12753914e+15 -1.30186371e+15\n", - " -3.39949953e+14 4.69159183e+14 1.92776867e+15 1.80204078e+15\n", - " -3.10134119e+14 1.18939652e+15 1.32687008e+15 -2.29520310e+14\n", - " 7.80259974e+14 1.73813180e+15 1.86224882e+15 -6.97328611e+15\n", - " -1.94016480e+14 -5.03652017e+14 -2.48704801e+15 4.49696873e+14\n", - " 1.66892952e+13 -1.61078381e+15 1.32469499e+15 -1.27657487e+15\n", - " -5.09878642e+14 9.34808798e+14 1.74861846e+15 -4.35369540e+14\n", - " -1.30304175e+15 6.57753970e+14 -7.80551338e+14 -3.09311202e+14\n", - " 6.46709772e+14 9.67161772e+13 3.49888986e+14 -2.36274420e+15\n", - " 1.30853897e+15 -4.27904767e+14 -7.27187231e+14 -1.01059694e+15\n", - " -7.29486018e+14 -1.34083585e+14 -9.76939907e+13 -4.58755979e+14\n", - " -3.28120243e+14 -9.12114063e+14 8.76589360e+13 -1.56526935e+13\n", - " -2.57187999e+14 5.23741813e+14 5.52404429e+14 -3.39461804e+14\n", - " 1.70087602e+14 -1.75707619e+14 8.22112375e+14 1.57004911e+15\n", - " -6.62206019e+14 2.19651607e+15 7.39441528e+14 -6.57524682e+14\n", - " -4.20813918e+15 -2.58186831e+15 -9.36442529e+14 -1.28586797e+15\n", - " 1.28179648e+14]\n", - "Found 3825 total galaxies in catalog for cluster 7698\n", - "[ 6.67902553e+14 -3.73573567e+14 8.30022763e+13 ... 6.77247135e+14\n", - " -4.03065776e+14 6.91745816e+14]\n", - "Found 6639 total galaxies in catalog for cluster 10999\n", - "[-3.04882630e+15 -1.87920626e+15 5.31469181e+14 ... 4.20114602e+14\n", - " 3.17297914e+14 4.97604958e+14]\n", - "Found 825 total galaxies in catalog for cluster 9029\n", - "[ 1.26530055e+15 -8.92596736e+14 -1.41124939e+14 2.65120056e+14\n", - " 1.30918130e+15 6.95016046e+14 8.96769099e+13 1.74361077e+14\n", - " -2.34274517e+15 5.95637661e+13 -1.34782005e+14 5.37192939e+14\n", - " -4.45808269e+14 3.31081424e+15 4.50956218e+14 1.27932718e+14\n", - " -1.64605473e+14 1.79790207e+14 4.48394699e+14 2.32459938e+15\n", - " -5.85527545e+14 2.16567566e+15 -1.06642216e+15 -1.27072253e+15\n", - " -5.94658882e+15 8.39459991e+14 1.53788623e+15 -1.79921032e+15\n", - " 1.58551820e+15 -5.81482815e+14 -6.75711248e+14 -5.42157273e+14\n", - " 1.27756259e+15 -5.35092315e+15 5.38032970e+15 -1.09805497e+14\n", - " -5.94192662e+12 1.42258663e+15 9.30048918e+14 5.91570035e+14\n", - " 5.92649359e+14 -3.51281306e+14 5.54790647e+14 -8.92918948e+14\n", - " 3.86465281e+13 1.68587298e+15 6.70953588e+14 -8.89970717e+14\n", - " 3.83414749e+14 -7.98752606e+14 3.49708878e+14 -4.95866596e+14\n", - " -6.99285951e+14 -4.20342382e+13 -3.91328379e+14 -4.28731103e+14\n", - " 5.58119514e+13 2.41642273e+15 1.77628390e+15 -4.12855259e+14\n", - " 7.60255805e+14 1.83706911e+15 -1.17509334e+15 -8.91649267e+14\n", - " 1.89514342e+15 6.81136689e+13 -3.24910445e+14 -1.10852557e+15\n", - " 1.85114960e+14 -1.45209180e+15 -1.70528223e+14 4.99075109e+14\n", - " 5.69177081e+13 -1.32180424e+14 4.36501126e+15 3.08940370e+14\n", - " -1.38203733e+14 3.11073121e+14 -1.48337757e+15 1.92323602e+15\n", - " 6.59253045e+14 -5.30234045e+14 1.28070898e+15 -5.77407324e+14\n", - " 1.50693860e+15 -8.46261866e+13 7.86919013e+14 -5.81753164e+14\n", - " 4.91854551e+14 1.97305609e+15 -1.90187935e+15 2.50914438e+15\n", - " -9.89587830e+14 -8.07355804e+14 1.46868429e+15 7.31794523e+14\n", - " 2.94384709e+14 -9.84619603e+14 -2.29468147e+15 2.16828966e+15\n", - " -1.47787598e+15 -6.97885150e+14 5.95593049e+14 -5.89991368e+14\n", - " -1.80564525e+15 1.43370099e+15 -6.75526874e+14 -1.68973497e+15\n", - " -1.27209540e+15 -2.87468469e+15 -1.02496379e+15 -1.06607016e+15\n", - " -1.73753952e+15 3.19993237e+15 -1.02212303e+15 -4.27020599e+14\n", - " -1.49969675e+15 1.00265884e+15 -2.41491182e+15 1.36658872e+15\n", - " 6.73059252e+14 1.39638497e+15 -1.52301983e+15 2.24609288e+15\n", - " -2.29505652e+15 9.61058950e+13 1.75612344e+15 1.72962209e+15\n", - " -6.70287550e+14 -5.41285319e+14 -1.46094138e+15 -1.34337502e+15\n", - " 8.24309682e+14 3.76567431e+15 6.33720164e+14 -1.53986019e+14\n", - " -1.47123057e+14 9.48518925e+14 -6.42483781e+14 -1.55499927e+15\n", - " -1.51286954e+15 -9.61523429e+14 1.06132160e+15 1.12248349e+15\n", - " -1.74153526e+15 6.77347314e+14 1.70956985e+15 1.67039894e+15\n", - " -8.33488635e+14 2.81418568e+14 6.96305705e+14 -3.26873819e+15\n", - " -2.52957074e+15 -9.31791107e+14 1.03372412e+15 -4.52100288e+15\n", - " 2.15880179e+15 -4.13382446e+14 6.31014479e+14 1.15160354e+15\n", - " -1.43454618e+15 -8.83409076e+14 -6.13194811e+15 -8.44053416e+14\n", - " -6.57463969e+15 -5.50283450e+14 1.87003017e+13 -8.58736563e+15\n", - " 1.06549017e+15 -1.85471306e+15 -4.78990403e+14 9.32926235e+14\n", - " 1.19163033e+15 -3.07956278e+15 -1.33726208e+15 -1.02441252e+15\n", - " 2.54488385e+15 -1.38726994e+15 -8.87408304e+13 -2.54725333e+15\n", - " -3.13356652e+15 3.50862032e+15 -8.64835803e+14 -6.36384838e+15\n", - " -7.02582536e+14 -3.21924835e+15 2.32932896e+15 -9.98251863e+14\n", - " 9.41106609e+14 2.17073192e+15 8.56089912e+14 3.11599695e+15\n", - " -1.64934376e+15 -1.11928608e+14 8.52876971e+14 3.29287608e+15\n", - " 2.48932726e+15 1.18090125e+15 -3.22884656e+15 2.61496358e+15\n", - " -2.77970928e+15 5.22501412e+15 -4.59259256e+15 6.28830608e+14\n", - " -1.10082850e+15 -9.09017077e+14 1.33885758e+15 5.41631158e+15\n", - " -5.06974599e+14 -6.69092753e+14 -3.27087621e+14 7.65306953e+14\n", - " -2.05214685e+15 3.78064259e+14 1.94574003e+14 -6.39158810e+14\n", - " -5.59932352e+15 1.83487006e+15 -1.02005179e+15 6.12705216e+14\n", - " -3.81538452e+15 -1.04837581e+15 2.63338095e+15 -5.12331332e+15\n", - " -1.56505170e+14 6.82703874e+13 -2.30962116e+15 8.49003055e+14\n", - " -1.20810431e+15 -3.58066728e+13 -7.04234611e+14 -2.39390886e+15\n", - " 1.70896017e+15 -7.81069928e+14 4.34371587e+15 1.71466358e+15\n", - " -2.98692275e+15 3.98460158e+14 2.57456057e+15 1.31089641e+13\n", - " -1.68516403e+15 7.78781612e+14 1.91829982e+15 6.48938643e+14\n", - " -1.77002473e+14 1.32527067e+15 4.55707583e+14 2.46594867e+15\n", - " 2.52231435e+13 1.97464307e+15 -2.97202704e+15 -1.42274857e+15\n", - " 2.50376444e+15 6.61373871e+15 1.56650162e+15 1.53644174e+13\n", - " 3.44905281e+14 -2.34152266e+15 -6.99379245e+14 2.04179498e+15\n", - " -2.04842935e+14 -1.62514500e+15 -1.81590722e+15 -1.87341104e+15\n", - " -1.70223388e+14 -1.12191959e+14 -1.39499494e+15 2.44477900e+15\n", - " -2.67236254e+15 -2.10277063e+15 8.53096664e+14 -2.94305237e+15\n", - " -2.26361069e+15 1.88735634e+15 -2.53548468e+15 1.85308073e+13\n", - " 1.35774775e+15 -1.87735137e+14 5.68545850e+15 1.42517638e+15\n", - " -2.17708233e+15 -3.68226213e+15 3.78283922e+13 1.81023628e+15\n", - " -5.81115655e+14 -1.00280377e+15 -9.67125787e+14 3.21710130e+14\n", - " -4.28613808e+15 -2.10938418e+15 -1.19835319e+15 -4.03742413e+15\n", - " 6.29437416e+15 8.93861443e+14 1.74600777e+15 -3.18242290e+15\n", - " -6.24524019e+14 2.19196570e+15 3.92105784e+15 2.92269046e+15\n", - " 5.39456876e+15 -4.53809073e+14 8.42148280e+13 -2.58994921e+14\n", - " -9.00302368e+14 -4.04543900e+15 -1.97685869e+15 8.93081463e+14\n", - " -1.31306700e+15 4.51391480e+14 -2.36902612e+15 4.85474436e+15\n", - " 1.54738400e+15 3.93460070e+13 -3.44589921e+14 -8.66645139e+14\n", - " 6.84738818e+14 3.35188694e+14 1.08945125e+15 2.16331003e+15\n", - " 4.77332569e+14 2.60292154e+15 1.72626697e+14 -9.36305482e+14\n", - " -9.20423398e+13 -5.61081363e+15 -2.20085353e+15 1.36395440e+15\n", - " 9.90647708e+14 2.05387402e+15 -6.20560454e+14 -8.97083267e+14\n", - " 3.74519356e+15 1.26118063e+15 4.81665671e+14 3.97844787e+14\n", - " -2.82241075e+15 -1.89405367e+14 -1.07617154e+15 1.59045539e+15\n", - " 2.27122610e+15 -2.81052962e+15 9.33643077e+13 8.75179112e+14\n", - " 1.16198080e+15 6.13252320e+14 1.54318342e+15 -1.68142464e+15\n", - " -7.24009053e+14 -1.04396959e+14 2.41815536e+15 8.66165399e+14\n", - " -1.11951470e+15 5.19761228e+12 1.99476197e+15 -8.41047246e+14\n", - " 1.73343079e+15 7.69132283e+14 5.97977297e+14 -8.96237924e+14\n", - " -8.23959906e+14 -4.14223238e+14 2.83301503e+14 -3.83678850e+14\n", - " 4.34542305e+14 -4.24502912e+14 1.10657333e+15 -3.02809559e+15\n", - " -1.66915060e+15 8.28533712e+14 8.02391149e+14 -3.54567067e+15\n", - " 7.79527226e+14 -3.40942881e+14 1.70316550e+15 3.23985284e+15\n", - " 1.24796390e+13 2.64788201e+15 -8.70469766e+14 -8.43808981e+15\n", - " 4.24156521e+15 -9.78777911e+14 1.28129653e+15 4.93316399e+14\n", - " -2.11429696e+15 -2.11104255e+15 3.01893157e+14 3.67470714e+15\n", - " 1.24264143e+15 -2.25135125e+14 -8.74624242e+14 2.11637839e+15\n", - " 1.57379056e+15 -9.78916356e+14 1.99171278e+15 -2.77705745e+14\n", - " -8.03463374e+14 -1.83537928e+14 -1.08159660e+15 4.01939717e+15\n", - " -5.34830032e+14 8.29235358e+14 -1.01016352e+15 -1.78445295e+15\n", - " 2.24817530e+14 9.48136641e+14 1.70704146e+15 -2.09949824e+15\n", - " 1.16988843e+15 6.31405128e+14 -1.68022535e+15 -1.25736399e+15\n", - " -1.83598316e+15 -6.43657626e+13 8.37419889e+14 5.01027077e+14\n", - " -9.82631835e+13 5.11976936e+14 1.46655594e+15 1.86689492e+14\n", - " 1.44698287e+15 8.09899453e+14 -2.20402544e+14 -1.34561432e+14\n", - " 2.06265794e+15 5.46754972e+14 -1.38246453e+15 -2.22317425e+14\n", - " 1.13993010e+15 5.61928380e+13 -1.95284995e+15 1.45012746e+15\n", - " 2.43187795e+15 -2.60614187e+14 -2.70022903e+14 -2.03422458e+15\n", - " -2.76862231e+14 -7.15122926e+14 -6.85944809e+14 -1.04726692e+15\n", - " 1.19376716e+15 2.35235072e+14 -7.21446461e+14 1.37057489e+14\n", - " -3.52779399e+15 -2.12713248e+15 -9.40949721e+13 2.65470765e+15\n", - " -3.18938887e+13 7.42704542e+14 3.53751784e+14 -1.28441002e+15\n", - " 2.17840322e+15 -1.29816374e+14 5.53509765e+14 2.38732814e+14\n", - " 1.02830723e+14 9.57038920e+14 -1.28498601e+15 1.01232893e+15\n", - " -2.25914454e+15 1.73491143e+15 5.96351804e+13 3.60023368e+15\n", - " 1.15607128e+15 -3.70787313e+14 -5.38029436e+15 7.28702282e+14\n", - " 2.31821789e+15 -2.42962648e+15 -1.30326203e+15 1.15835679e+15\n", - " -1.67969598e+15 6.87965947e+14 1.77437426e+15 1.09267726e+15\n", - " -5.99324140e+14 6.62638375e+13 -2.03672482e+14 -1.98822030e+15\n", - " -1.28033276e+14 2.26746151e+14 -1.69713146e+15 -2.64399517e+15\n", - " -1.77644602e+14 2.43192454e+14 -1.59501784e+15 -8.73970965e+14\n", - " 5.26111616e+14 -7.16762035e+14 2.32655784e+14 5.55224267e+13\n", - " -1.70720008e+15 -6.70259772e+14 1.61088711e+14 -8.93526902e+14\n", - " -2.02792973e+15 -4.89610076e+15 -7.04316588e+14 -5.33478045e+14\n", - " -1.20430407e+15 -7.09244393e+14 -1.44543092e+15 -5.08264247e+14\n", - " -2.53075520e+15 1.97866128e+15 -1.11187815e+14 -8.72767609e+14\n", - " 1.34658704e+14 -5.26118864e+14 7.93017628e+14 1.73642472e+15\n", - " -1.75961852e+14 2.14936541e+14 1.09785124e+15 2.83604076e+14\n", - " -4.38886363e+14 -2.34545337e+15 7.93478808e+14 -2.17928822e+14\n", - " -3.06443813e+15 7.88527715e+14 1.55834181e+15 -1.58484318e+15\n", - " 1.87983917e+15 7.22829423e+14 2.00089256e+15 1.48674754e+15\n", - " -2.56723983e+15 -1.46808497e+15 -2.47511308e+14 -1.33753092e+15\n", - " 1.08837040e+15 -7.16540484e+14 -1.77318008e+15 5.59990657e+14\n", - " 2.00258621e+15 -3.75881564e+14 -3.36095651e+14 -2.65855590e+14\n", - " 1.12822403e+15 2.55665828e+14 3.93795065e+14 -1.05817614e+15\n", - " 1.23962901e+15 -1.16708061e+14 4.51919404e+14 1.46493880e+15\n", - " -9.72496010e+14 4.27470191e+14 -7.25878685e+14 -1.05385558e+14\n", - " 1.18673943e+15 4.07053833e+14 1.21578968e+15 -1.12785634e+15\n", - " -7.09877237e+13 7.73597489e+14 -1.42916566e+15 -9.29983133e+14\n", - " -7.54121543e+13 7.02480783e+15 5.97779157e+14 -8.87117028e+14\n", - " -5.73175265e+14 -1.54512333e+15 3.22707050e+15 2.06282659e+14\n", - " 6.20894178e+14 -7.26815848e+14 2.15589310e+14 2.12385356e+15\n", - " -3.09222083e+14 1.76297092e+15 5.10730766e+14 4.84475550e+14\n", - " 1.75806029e+15 8.96402229e+14 1.54489328e+15 8.13390861e+12\n", - " -2.05317243e+15 -3.19324320e+15 7.59798928e+12 6.76358249e+14\n", - " -2.34135547e+15 -6.80303727e+15 9.12436510e+13 8.41997713e+14\n", - " 1.79758929e+15 -4.56175914e+14 1.47462455e+15 -4.70508026e+14\n", - " 8.21292311e+14 -1.19258889e+15 3.63046931e+14 5.69335201e+14\n", - " -1.55856913e+14 -7.29183040e+14 1.21811082e+14 -2.66168951e+13\n", - " 8.36777532e+13 -3.14304026e+14 6.63619800e+15 6.03751320e+14\n", - " -1.48450260e+15 4.28596315e+14 7.16615676e+14 1.32312837e+15\n", - " 1.29545514e+15 -1.26495850e+15 2.85015776e+15 -1.55710470e+14\n", - " 6.57810839e+14 -2.81620497e+15 7.83255686e+14 -5.74441484e+14\n", - " -1.11006460e+15 2.98492399e+15 -1.52398854e+15 -9.94125681e+14\n", - " -1.81141437e+15 1.82469777e+15 1.20721833e+15 3.77985076e+14\n", - " 3.18079107e+13 -1.43380928e+15 8.77043797e+14 1.75872693e+15\n", - " 6.31162800e+14 -1.02010456e+15 1.84248610e+15 1.70985028e+15\n", - " -2.71370584e+14 -2.68234569e+15 -1.99835002e+15 5.49440025e+14\n", - " -1.22358386e+15 -2.18767896e+15 7.58950082e+14 -5.40013184e+14\n", - " -1.55138405e+13 1.40361687e+13 -2.15987844e+15 7.97168060e+14\n", - " -2.40684487e+15 1.20443121e+15 -7.16221373e+14 -4.69448222e+14\n", - " 1.42478584e+15 8.47373878e+14 -2.53546846e+14 -1.65139916e+14\n", - " -1.14273191e+15 -2.41341571e+14 8.66485695e+14 -1.22506088e+14\n", - " 6.01055711e+14 -3.09644781e+15 4.25908621e+12 1.19313034e+15\n", - " 4.84172163e+14 -1.22506347e+14 -1.90273176e+15 -1.97731930e+14\n", - " 2.63075359e+14 9.01091149e+14 1.19082891e+15 -1.57823603e+15\n", - " -9.51779351e+14 2.31095443e+15 -6.29016402e+14 -1.88696505e+15\n", - " 4.20568751e+14 3.73872401e+14 -1.63973368e+14 1.87944643e+15\n", - " -3.16332054e+15 -4.83824693e+14 -9.21030508e+14 -1.50504597e+15\n", - " 5.17450021e+14 -4.89729065e+14 -4.52515244e+15 5.81550412e+14\n", - " 2.08440551e+15 -1.00402463e+15 -9.51683671e+14 -1.54349436e+14\n", - " -1.29641717e+15 8.99946640e+14 -1.33249960e+15 -3.96028056e+14\n", - " -1.58761097e+15 2.83733729e+15 4.28690274e+14 -4.19431306e+15\n", - " -3.13719180e+14 -3.75830197e+14 -5.45648574e+14 -7.33865951e+14\n", - " 4.24562447e+14 -5.63033651e+13 3.48867393e+14 -5.05339106e+14\n", - " 1.23732170e+15 6.34581016e+12 1.55971556e+15 -1.39350969e+15\n", - " 1.11390762e+15 -5.83519041e+14 2.29987265e+14 8.21253455e+14\n", - " 1.39415100e+15 9.05478768e+13 -1.82863459e+15 -1.03523546e+14\n", - " -2.74542663e+15 1.04853367e+15 -2.95877281e+14 5.89639524e+14\n", - " 1.10284692e+15 1.31629223e+15 -4.32708059e+13 2.15449981e+15\n", - " -1.81251154e+15 -2.52280490e+14 1.03248574e+15 -7.83925233e+14\n", - " -1.68670314e+15 4.24755101e+14 9.89918240e+14 3.08697486e+15\n", - " 1.33855181e+15 -7.08242198e+14 -2.28278479e+14 -6.21470223e+14\n", - " 4.13681784e+14 5.91523489e+14 2.09465587e+14 7.74942908e+14\n", - " -8.40590658e+14 -2.51600860e+14 -6.76521077e+14 -1.40665046e+15\n", - " -1.06697130e+15 -4.26009311e+14 -1.80513069e+15 -9.99661210e+13\n", - " -9.27587113e+14 9.78478182e+13 -1.28522463e+15 1.40370492e+15\n", - " -2.96427657e+15 2.03904360e+14 5.10258058e+14 -2.99471097e+13\n", - " 1.16527041e+15 -4.59864752e+14 -8.49477423e+13 -1.63082198e+14\n", - " 6.28059770e+14 -1.57081200e+15 -3.52800339e+14 -1.15701404e+14\n", - " 1.63578073e+15 -5.34366592e+14 -6.68949544e+14 -1.54169897e+15\n", - " 2.45162881e+14 1.17784195e+15 -3.20928455e+14 -1.31330056e+15\n", - " 9.23923629e+14 8.35157280e+14 4.95334568e+14 -2.64334707e+14\n", - " 2.32495273e+14 -1.12322744e+15 -5.94715206e+14 4.43777451e+14\n", - " 1.43015992e+15 2.78111034e+14 -8.73633081e+14 2.78297939e+15\n", - " -6.93573060e+14 9.74425676e+14 5.70089215e+13 5.93850035e+14\n", - " 7.00042579e+14 -2.06601353e+14 1.29880874e+15 -1.48218448e+15\n", - " 4.82415421e+14 1.47111029e+15 3.08270243e+14 -8.46826176e+14\n", - " -2.33803501e+14 -1.76853888e+15 4.21562470e+14 -1.07786150e+15\n", - " 2.08527549e+15 2.07982425e+14 -1.23790296e+15 5.14408742e+14\n", - " -6.37870409e+14 -9.86809588e+14 -4.93986723e+14 -1.87019316e+15\n", - " -1.20291211e+15 2.63896104e+13 2.31772222e+14 -1.29013164e+15\n", - " -6.81538081e+13 5.51020157e+14 1.42593871e+15 -1.48285233e+15\n", - " -6.52242275e+14 6.23675723e+14 1.09411312e+15 1.50456216e+15\n", - " 1.23740445e+15 5.46678138e+14 2.83334966e+14 1.06624965e+15\n", - " -4.62483488e+14]\n", - "Found 1450 total galaxies in catalog for cluster 9429\n", - "[-3.83640492e+14 6.93246485e+14 -1.50301423e+15 ... -4.66608608e+14\n", - " -5.77491955e+14 1.57778734e+14]\n", - "Found 2711 total galaxies in catalog for cluster 10146\n", - "[ 1.27023072e+15 2.18264835e+15 -2.52890507e+14 ... 4.19949175e+14\n", - " -5.02619316e+14 -7.12084404e+14]\n", - "Found 3569 total galaxies in catalog for cluster 14476\n", - "[ 7.02195318e+14 1.43742835e+14 7.25663883e+14 ... -7.12366763e+14\n", - " 1.56894282e+14 -4.55715613e+14]\n", - "Found 434 total galaxies in catalog for cluster 8395\n", - "[ 2.78579734e+15 2.77326959e+14 8.92210414e+14 6.53208708e+15\n", - " 7.46806680e+14 -1.25957222e+15 -2.22409947e+15 -1.52181729e+15\n", - " 2.19071219e+15 7.70448553e+15 3.44767685e+14 -2.47808503e+15\n", - " -4.73259694e+14 2.85409854e+15 2.50041473e+15 -3.95351452e+14\n", - " -2.72336000e+14 6.18663845e+14 1.34458245e+15 -3.10507502e+15\n", - " -1.47989350e+15 6.73208127e+14 3.72769531e+15 1.21000845e+15\n", - " 3.27326983e+15 2.18698143e+15 1.33156153e+15 -2.50422929e+15\n", - " -1.06140106e+15 -3.48738701e+15 -1.27829133e+14 -7.34720975e+14\n", - " 1.71034957e+15 -4.41961728e+13 2.69518698e+15 3.04245543e+15\n", - " -2.27666639e+15 6.57275715e+15 -4.60881869e+13 1.70315587e+15\n", - " -4.89987742e+15 5.06692623e+14 -1.25862631e+15 -1.87875915e+15\n", - " 8.79051701e+15 3.11755663e+15 1.19155843e+15 2.99818296e+15\n", - " 2.29436846e+15 -7.06880036e+13 -3.24052812e+15 7.37062610e+14\n", - " -5.73864038e+14 -3.28769078e+15 -7.75310396e+14 3.73136866e+14\n", - " 5.23579637e+14 -6.27830628e+14 -5.43661744e+15 -1.97181136e+15\n", - " 1.04913271e+15 7.67193890e+14 -5.60949131e+14 -1.70991084e+15\n", - " -5.06700981e+15 2.48709045e+15 1.93888691e+15 -4.83712843e+15\n", - " 5.05289845e+15 -3.30138782e+15 -1.70285130e+15 -2.37102553e+15\n", - " -3.80337210e+15 -2.71819979e+15 -5.71540955e+14 -2.79561908e+15\n", - " -7.40362725e+15 -7.16940494e+15 -6.46956225e+15 6.18363190e+14\n", - " -7.61263088e+15 3.24589290e+15 -4.83527924e+15 3.48357888e+15\n", - " 4.74495731e+15 4.29147347e+15 3.29995645e+15 1.96720696e+14\n", - " -1.74750014e+15 2.01179431e+15 2.26391532e+15 -4.95722075e+15\n", - " 3.86525385e+15 3.98367835e+15 3.97031306e+15 -6.43303658e+15\n", - " -3.46786009e+14 1.02855411e+15 -5.23427089e+14 1.67085540e+15\n", - " 4.53832747e+14 6.96911226e+14 9.24623304e+14 7.97711476e+14\n", - " 1.68753532e+15 -1.37340236e+13 1.47581304e+15 -2.84856531e+15\n", - " -2.42276630e+15 -1.23738209e+15 -3.41284579e+14 7.50745311e+13\n", - " 6.78928888e+14 -9.86520895e+14 7.24329187e+14 -1.13182721e+15\n", - " -2.13059982e+15 -6.12921179e+14 -6.61413760e+14 6.08621512e+15\n", - " -4.23333785e+15 -8.65747921e+14 -2.71290301e+15 8.67266615e+14\n", - " -9.06116153e+14 -2.22952948e+15 5.70740678e+14 -9.11689520e+14\n", - " -1.14921112e+15 2.03414605e+15 8.57011846e+13 1.22288929e+13\n", - " -1.12622043e+15 -7.31065321e+14 -2.27859170e+15 -1.96923505e+15\n", - " -1.02223135e+14 2.41125322e+15 3.88353708e+15 1.43288861e+15\n", - " 2.36369763e+15 1.85219692e+15 -9.47281887e+14 -4.02022827e+15\n", - " -1.03364647e+15 -1.61253079e+15 -2.01485357e+15 3.71348002e+14\n", - " -2.68532160e+15 1.35628570e+15 -2.44929178e+14 1.80396588e+15\n", - " -6.12046984e+14 -1.15462066e+14 2.17760987e+15 1.19792455e+15\n", - " -1.02504853e+15 -2.31039999e+15 -1.73466371e+15 -5.06505602e+14\n", - " 7.61648477e+13 -1.02709427e+15 3.06898889e+15 -2.86644900e+14\n", - " 4.56449957e+15 -2.36182777e+15 4.49370443e+15 3.01455708e+15\n", - " -2.16697892e+15 1.25081518e+14 7.76422926e+14 -8.83942476e+13\n", - " 3.15916480e+15 1.80706434e+15 3.22002408e+15 -3.94526100e+15\n", - " -5.54773188e+15 7.83657965e+13 -5.94017750e+14 1.00582945e+15\n", - " -6.10124607e+14 -6.79980759e+14 1.27206390e+15 -7.33859118e+13\n", - " 3.83320287e+15 1.50491640e+15 1.19191600e+15 -1.64707395e+15\n", - " 6.71766275e+14 -1.38615172e+15 -2.47613820e+15 1.52624818e+15\n", - " -1.51881009e+15 1.20680930e+15 -6.94535622e+14 -7.53774077e+14\n", - " 1.76228346e+15 5.86351019e+15 -4.75910172e+14 1.56527385e+15\n", - " 3.87829901e+15 1.33755826e+14 3.27968059e+15 2.81046444e+14\n", - " -5.44715551e+14 1.52210907e+13 -3.02319977e+13 -4.83787135e+15\n", - " 2.17629549e+15 2.02720170e+15 -1.06262796e+15 -2.39936430e+15\n", - " -5.11845254e+14 -1.06438151e+15 7.36874651e+15 -4.16111771e+14\n", - " 5.39563239e+15 -5.81078344e+15 3.67675009e+14 -1.39111295e+16\n", - " -6.43861056e+15 6.13571901e+14 -4.11116211e+15 -3.38999196e+14\n", - " 2.81708107e+15 -1.12535227e+15 -4.89983037e+14 6.53740280e+14\n", - " 2.28154254e+14 1.56301393e+15 -2.37325099e+15 4.76928923e+14\n", - " -2.75796403e+15 4.15135903e+15 1.90491333e+15 -1.05043002e+15\n", - " 2.42154964e+14 -2.75798530e+15 -4.70099415e+14 -4.63632156e+14\n", - " -2.19779726e+14 2.71269231e+14 4.66019558e+15 6.25527724e+14\n", - " 1.62937253e+14 -2.98806002e+15 -3.54152825e+14 2.46269045e+15\n", - " 2.99013651e+14 4.62653170e+15 -1.61918144e+15 8.15648320e+13\n", - " -1.86297511e+13 -1.65776554e+15 4.21677633e+15 -9.45612851e+14\n", - " 5.87570978e+14 1.76551732e+15 -1.11148104e+15 2.87640113e+15\n", - " 3.85543392e+15 7.05322653e+14 2.44293733e+15 3.51165571e+14\n", - " 1.37695385e+15 -1.35233513e+15 1.24702378e+15 -3.14385608e+15\n", - " -1.44473688e+15 -9.53271054e+14 -4.89302270e+15 4.05737416e+15\n", - " -4.00056995e+14 -7.10031949e+14 3.35603805e+14 -5.77632864e+14\n", - " 3.13192357e+14 1.44035429e+15 4.12612008e+15 -3.44131999e+13\n", - " -1.69227911e+15 -4.92723946e+14 1.02811244e+16 1.65775335e+15\n", - " 3.25822354e+15 1.57432694e+14 9.80737512e+14 1.98215300e+15\n", - " 3.64124660e+15 1.39896988e+15 -3.35559727e+14 1.60656723e+15\n", - " -1.64389868e+15 -2.68513525e+15 -8.94604857e+14 6.03229088e+14\n", - " -1.72462097e+15 -1.54731591e+15 -5.42648269e+14 2.40469898e+15\n", - " 2.22842691e+15 -6.01909396e+15 -8.82285782e+14 -1.70185509e+15\n", - " 3.29377026e+15 1.95904400e+15 -9.31011805e+13 7.13561637e+13\n", - " 1.32157306e+15 -5.11115176e+14 -4.12184187e+15 5.23163047e+14\n", - " -1.43031111e+15 -3.38831894e+15 1.75887056e+15 1.86834666e+15\n", - " -3.47401951e+15 4.17968460e+14 -1.82888553e+15 1.54477502e+15\n", - " -3.70726235e+15 1.65166976e+14 5.29335113e+14 -1.26191448e+15\n", - " -4.21121758e+14 2.74860300e+15 1.48145218e+15 -2.61847980e+15\n", - " 2.59157360e+14 -1.25471359e+15 -1.39697724e+15 2.90565590e+15\n", - " 1.48264334e+15 -1.10854354e+15 8.60046552e+14 1.09625304e+15\n", - " 1.89530573e+15 2.45468933e+15 6.97381853e+15 -4.20106614e+15\n", - " 2.23357214e+15 -1.05482604e+15 1.35976455e+15 1.34398010e+15\n", - " 5.09027267e+14 5.54306391e+14 -1.36940242e+15 2.06752385e+15\n", - " 2.11172627e+15 -3.37207565e+14 1.83501272e+15 1.45608061e+15\n", - " -5.44376339e+15 1.11782585e+15 4.25193726e+15 2.17871123e+15\n", - " -7.16282796e+14 4.50811360e+15 -9.95857608e+14 -5.04606556e+14\n", - " -2.75593874e+15 -5.90283352e+14 -1.48310269e+14 3.96646355e+14\n", - " 4.04843940e+15 -2.00702162e+14 2.93245067e+15 8.48504061e+14\n", - " -1.81800171e+15 1.20587525e+15 2.37859460e+15 -1.72844868e+15\n", - " -2.98834772e+15 2.31107196e+15 -1.33465767e+15 -1.14553445e+15\n", - " 1.55479671e+15 -4.08739560e+15 -2.15237351e+15 4.57035646e+14\n", - " 2.37207028e+15 -2.06199999e+15 2.22936928e+15 -2.53561212e+12\n", - " -2.29090886e+15 -6.28287164e+15 -2.62269343e+15 -2.25362281e+15\n", - " 1.25253989e+15 -9.75760476e+14 -3.15582480e+15 -2.01483496e+15\n", - " -5.88650795e+14 4.52729858e+14 1.98449148e+15 2.12229860e+15\n", - " 1.50658099e+15 -6.91965499e+14 -1.72390814e+15 -2.29011706e+15\n", - " -6.07086415e+14 -2.28159210e+15 2.82353473e+15 -1.03947521e+14\n", - " -9.92955435e+14 -3.37189107e+14 2.39370414e+15 -1.52853452e+15\n", - " 9.70145288e+14 1.09131173e+15 -4.68287951e+15 -2.04832312e+15\n", - " -8.89707076e+14 -1.05409288e+15 2.97541054e+14 -3.61776422e+15\n", - " 8.72732604e+14 -1.19417576e+15 -5.03880891e+13 7.14280868e+13\n", - " 4.38653023e+14 -2.25921161e+14 -4.23062096e+14 -3.24215057e+14\n", - " 8.44600777e+14 -4.45022091e+14 1.19000265e+15 2.18709597e+14\n", - " 2.75364504e+14 -9.62194992e+14 2.30724874e+14 1.77072981e+14\n", - " 1.39671386e+15 4.82502969e+13]\n", - "Found 4520 total galaxies in catalog for cluster 16657\n", - "[ 2.25762990e+15 -4.48560630e+14 1.31595740e+15 ... -5.78938470e+14\n", - " -5.52759881e+14 2.82243167e+14]\n", - "Found 3419 total galaxies in catalog for cluster 13039\n", - "[ 6.08493284e+14 -2.61297067e+14 1.62891692e+13 ... 8.47979399e+14\n", - " -5.04465216e+14 5.49733200e+14]\n", - "Found 3478 total galaxies in catalog for cluster 15382\n", - "[ 4.36262098e+14 5.20447584e+14 -4.65032527e+14 ... 2.02600688e+13\n", - " 1.95196506e+14 -3.18147918e+14]\n", - "Found 1652 total galaxies in catalog for cluster 17011\n", - "[-5.07082125e+14 1.28995414e+15 -6.61718951e+14 ... -1.80902372e+14\n", - " -1.54879041e+14 5.15288314e+14]\n", - "Found 6842 total galaxies in catalog for cluster 8523\n", - "[ 3.51760976e+15 1.93898956e+15 -5.01190790e+14 ... 1.92128913e+14\n", - " -2.98446130e+14 4.68778743e+14]\n", - "Found 1652 total galaxies in catalog for cluster 11300\n", - "[-7.73197649e+13 6.62640528e+13 7.15717843e+14 ... 1.36941071e+15\n", - " -5.44412522e+14 -1.20520265e+13]\n", - "Found 6868 total galaxies in catalog for cluster 17462\n", - "[-2.17158756e+15 1.91559546e+15 5.76846431e+14 ... -2.24435643e+13\n", - " 2.86104376e+14 -3.36049001e+14]\n", - "Found 1987 total galaxies in catalog for cluster 13025\n", - "[-4.75552875e+14 6.48658172e+14 -1.25828637e+15 ... -5.77026248e+12\n", - " 4.42262104e+14 -6.42873313e+14]\n", - "Found 3121 total galaxies in catalog for cluster 21385\n", - "[ 9.08320632e+14 -1.17192096e+15 1.44867181e+15 ... 4.66206965e+14\n", - " -2.53778843e+14 -7.71597211e+14]\n", - "Found 3424 total galaxies in catalog for cluster 20888\n", - "[-4.57967582e+14 6.97602831e+14 -1.05455780e+15 ... 1.55576840e+14\n", - " 2.60595475e+14 -7.40031895e+14]\n", - "Found 4303 total galaxies in catalog for cluster 21815\n", - "[ 2.58205150e+15 -5.52149180e+13 -7.46434566e+14 ... 2.71812135e+14\n", - " 4.07787713e+14 7.03573558e+14]\n", - "Found 1483 total galaxies in catalog for cluster 7594\n", - "[-1.61662670e+15 -9.20406369e+15 -5.73723829e+14 ... 6.98680948e+14\n", - " 7.91079299e+14 1.21017382e+15]\n", - "Found 1005 total galaxies in catalog for cluster 21425\n", - "[ 7.43988855e+15 2.98280368e+12 3.06107911e+15 ... 6.33129936e+14\n", - " -6.08355649e+14 -1.10269977e+15]\n", - "Found 8508 total galaxies in catalog for cluster 30553\n", - "[-2.00010568e+15 3.07653415e+14 6.20101312e+14 ... 4.88412965e+14\n", - " -4.06786465e+14 8.91588010e+14]\n", - "Found 2374 total galaxies in catalog for cluster 11651\n", - "[ 1.94976692e+14 -7.61613452e+14 7.25728081e+14 ... 7.74225600e+14\n", - " 2.88401611e+14 -3.46072037e+14]\n", - "Found 3453 total galaxies in catalog for cluster 27728\n", - "[ 3.51252534e+15 -5.53412242e+14 1.47865941e+15 ... -4.85833854e+14\n", - " -5.03781802e+14 1.36077525e+14]\n", - "Found 3657 total galaxies in catalog for cluster 30757\n", - "[ 1.72416104e+15 1.22476640e+15 -7.30186443e+14 ... 3.08817351e+14\n", - " 2.43369931e+14 -4.88166129e+14]\n", - "Found 5863 total galaxies in catalog for cluster 32634\n", - "[-1.71149247e+15 -4.63440553e+14 8.39024117e+14 ... -1.01361979e+15\n", - " -3.59626717e+14 6.45450263e+14]\n", - "Found 3876 total galaxies in catalog for cluster 33429\n", - "[ 2.31553953e+14 -3.22957910e+14 7.17144350e+14 ... -2.18816257e+14\n", - " -1.31031525e+14 -6.15308260e+14]\n", - "Found 2650 total galaxies in catalog for cluster 15656\n", - "[ 1.37903120e+15 2.39715888e+15 -1.05130915e+14 ... 4.80242067e+14\n", - " -5.42685718e+14 -6.66413369e+14]\n", - "Found 1347 total galaxies in catalog for cluster 29784\n", - "[ 2.07789961e+15 6.80345357e+14 9.82326353e+14 ... -2.10338135e+14\n", - " 6.50792151e+14 -8.46331301e+14]\n", - "Found 2554 total galaxies in catalog for cluster 22630\n", - "[ 3.08733063e+15 1.96763064e+14 6.53651497e+14 ... -2.48961430e+14\n", - " 8.26946660e+14 -1.23191573e+14]\n", - "Found 1559 total galaxies in catalog for cluster 17777\n", - "[ 9.04497180e+14 -1.58768679e+15 2.66460134e+15 ... -3.66556562e+14\n", - " -3.15630111e+14 4.76880831e+14]\n", - "Found 2727 total galaxies in catalog for cluster 33569\n", - "[ 2.41948606e+14 -6.03095227e+14 2.84498674e+14 ... -7.63060211e+14\n", - " -1.47137210e+13 3.15798483e+13]\n", - "Found 2392 total galaxies in catalog for cluster 39996\n", - "[ 2.61754318e+14 -1.90038936e+15 1.53579295e+14 ... -5.48212042e+14\n", - " 3.60065878e+14 -7.18001960e+14]\n", - "Found 4344 total galaxies in catalog for cluster 37007\n", - "[ 1.79321846e+15 7.04504401e+14 -1.56200624e+15 ... 3.21477320e+14\n", - " 4.66973621e+14 -1.03028926e+14]\n", - "Found 4941 total galaxies in catalog for cluster 25937\n", - "[-2.73768883e+14 9.24741079e+14 -8.00761968e+14 ... 6.02158626e+13\n", - " -2.80775308e+14 -7.64572033e+14]\n", - "Found 1755 total galaxies in catalog for cluster 24386\n", - "[ 5.87304822e+14 9.99918243e+14 9.84546208e+14 ... -1.59415385e+14\n", - " -9.93159321e+13 4.08516934e+14]\n", - "Found 5448 total galaxies in catalog for cluster 44685\n", - "[ 2.09964660e+15 4.40745282e+14 -1.25140043e+15 ... 3.74458100e+14\n", - " 4.52022654e+14 1.25250322e+14]\n", - "Found 3105 total galaxies in catalog for cluster 48725\n", - "[-5.31125063e+14 1.51039917e+15 2.37660441e+15 ... -6.27298809e+14\n", - " -2.66591313e+14 -3.42914971e+14]\n", - "Found 2631 total galaxies in catalog for cluster 27260\n", - "[ 8.24786731e+14 -1.13891896e+15 9.95067501e+14 ... 1.78399548e+14\n", - " -4.24403852e+14 -2.43697708e+14]\n", - "Found 2108 total galaxies in catalog for cluster 35316\n", - "[-6.23694116e+14 4.77153607e+15 1.51920980e+15 ... -1.10510550e+15\n", - " 3.33323424e+14 -8.21503859e+14]\n", - "Found 1696 total galaxies in catalog for cluster 59428\n", - "[-3.83095497e+14 -2.70746219e+15 1.81364943e+15 ... -6.69963884e+14\n", - " -4.85530127e+14 -7.39169301e+14]\n", - "Found 2574 total galaxies in catalog for cluster 25976\n", - "[ 3.87077723e+14 -8.54519036e+14 -5.15807733e+11 ... -8.44484600e+14\n", - " -2.38282895e+14 -3.71094606e+14]\n", - "Found 3405 total galaxies in catalog for cluster 31596\n", - "[-3.31526461e+14 9.27844708e+14 1.67033459e+15 ... -2.23226929e+14\n", - " -4.04570005e+14 -4.12997037e+14]\n", - "Found 6439 total galaxies in catalog for cluster 26346\n", - "[ 2.52064388e+14 1.93121037e+15 2.03379328e+13 ... -7.08440158e+14\n", - " -6.36408035e+14 -2.71949351e+14]\n", - "Found 3450 total galaxies in catalog for cluster 36608\n", - "[ 4.11901999e+15 -5.92463549e+14 1.02582008e+15 ... -5.27489254e+14\n", - " -4.47093818e+14 3.72500542e+14]\n", - "Found 3956 total galaxies in catalog for cluster 26938\n", - "[ 2.15707056e+15 4.34043857e+14 -1.23388969e+14 ... 3.18810762e+14\n", - " 4.79637325e+13 2.85535505e+14]\n", - "Found 1903 total galaxies in catalog for cluster 74483\n", - "[ 8.31811571e+14 3.33726133e+14 4.87454678e+14 ... -5.61847145e+14\n", - " -5.27888562e+14 1.81681021e+14]\n", - "Found 3107 total galaxies in catalog for cluster 62882\n", - "[-8.85033623e+13 2.17324134e+15 1.48499356e+14 ... 5.04326101e+14\n", - " -6.90668701e+14 6.36519429e+13]\n", - "Found 1008 total galaxies in catalog for cluster 25770\n", - "[ 8.99483894e+14 4.95129088e+15 2.23847505e+15 ... 9.28162228e+14\n", - " -7.22208733e+14 -4.02354992e+13]\n", - "Found 778 total galaxies in catalog for cluster 59302\n", - "[ 1.76779178e+15 1.31066810e+15 8.97967417e+14 -1.61930765e+15\n", - " 1.03645701e+15 -1.08173096e+15 2.06801724e+15 -1.42042358e+15\n", - " 1.34343355e+15 -3.18231189e+15 -9.57834021e+14 -1.51015850e+15\n", - " 9.46986140e+13 2.13521804e+14 -6.11225636e+14 -1.31578318e+15\n", - " -1.45258203e+15 -4.23274063e+15 -1.28535850e+15 4.01715044e+14\n", - " -4.89439063e+14 1.51183378e+15 1.71357826e+14 2.33523095e+15\n", - " 1.01250767e+15 2.13453566e+15 8.78241538e+14 1.80535538e+15\n", - " 2.40931480e+14 1.75886700e+15 -1.76779650e+15 -4.76648363e+14\n", - " 1.59868132e+13 2.46196732e+14 7.56082026e+14 -8.45965308e+14\n", - " -2.87686322e+14 3.51065894e+15 1.44298438e+15 1.85792450e+15\n", - " 1.60049877e+15 -1.72190981e+15 4.37548578e+14 -1.84205646e+15\n", - " -6.65630658e+14 4.92070627e+14 2.53094650e+15 8.83933421e+14\n", - " 1.58208775e+15 2.35449425e+15 3.01514864e+15 -1.03589749e+15\n", - " 1.11557479e+14 3.75620099e+14 7.91899131e+14 5.72033880e+14\n", - " 3.36675176e+15 3.29891398e+15 -1.65115361e+15 -2.22392464e+15\n", - " -9.28948315e+14 2.12866044e+15 5.53240129e+14 6.12742730e+14\n", - " -1.56177346e+15 -1.74919466e+15 -7.48942384e+13 -2.19252719e+15\n", - " -2.63859360e+15 -3.69412319e+14 -1.82980854e+15 -6.63808409e+14\n", - " -1.51873385e+15 2.86518803e+15 -5.87626227e+14 -1.86147337e+15\n", - " -2.60628570e+15 2.70472763e+15 -1.34260594e+15 1.36155949e+15\n", - " -1.37207109e+14 -1.99864870e+14 -1.99634702e+15 3.90740951e+15\n", - " -2.29629177e+15 -1.12012815e+15 -6.23344725e+14 1.83842220e+15\n", - " 1.12974881e+15 -7.10152968e+13 1.00364065e+15 5.70930510e+14\n", - " 1.90108464e+14 -2.41373337e+15 -9.94086736e+14 1.82908180e+14\n", - " 7.02763534e+15 -7.67312312e+14 -2.33736509e+14 -2.66325311e+15\n", - " 5.53423819e+14 2.94102316e+15 -1.47670312e+15 -1.69914519e+15\n", - " 1.48134526e+15 -3.59838752e+14 4.23954339e+14 2.06495826e+15\n", - " -2.74007890e+15 -2.99745769e+15 -1.31494545e+16 1.24184564e+15\n", - " 2.38922961e+15 1.31858137e+15 1.94905921e+13 5.10325613e+14\n", - " -1.62931281e+15 4.61470614e+15 1.29997870e+15 5.31769423e+15\n", - " 6.32722158e+14 1.37076947e+15 1.57519707e+14 -1.56936772e+15\n", - " 6.85341503e+15 1.98471953e+15 1.26049023e+15 -1.45475793e+14\n", - " 1.20485159e+15 9.85456852e+14 -7.23673193e+14 -1.53645861e+15\n", - " 3.92653398e+15 -8.93262550e+14 5.56171800e+14 3.13974974e+15\n", - " -4.06896623e+14 3.63538673e+13 6.51540227e+14 2.78699814e+14\n", - " 2.01342741e+15 -2.12449984e+15 9.21321850e+14 1.93577865e+15\n", - " -1.35287786e+15 -1.10467381e+15 -1.30792673e+15 -2.02990655e+14\n", - " -2.23751080e+15 -3.44395978e+14 -8.86527172e+15 -7.03649292e+14\n", - " 4.33157331e+15 -4.34714179e+14 7.43826515e+14 -1.28419344e+15\n", - " -3.35627826e+15 -1.47612040e+15 -2.86369121e+15 -4.52743561e+14\n", - " -1.53029591e+15 -7.56279063e+15 1.17092405e+15 -1.00420383e+15\n", - " -2.70594341e+15 -5.66721863e+13 -3.11800075e+14 -5.30917400e+15\n", - " 6.35412339e+13 -3.38612624e+15 1.18603081e+15 2.38058316e+15\n", - " -2.28227339e+15 2.66358234e+15 2.95565528e+15 -2.41464844e+15\n", - " -5.44988709e+15 7.62178872e+14 -2.29502546e+15 -1.34944951e+15\n", - " -1.93084777e+14 -3.69310672e+15 1.17293968e+14 -1.84662326e+15\n", - " -2.62065739e+15 1.17700598e+15 8.94616606e+14 -1.10914591e+15\n", - " -7.63870435e+15 -5.23986115e+14 -2.07907584e+15 5.02116174e+13\n", - " 1.13436197e+15 2.28877598e+15 -1.67027215e+15 9.80305118e+14\n", - " -5.22345108e+14 -2.38082056e+15 -8.30293617e+14 9.88585650e+14\n", - " 1.46037332e+15 1.03394113e+15 -4.28394200e+15 -3.21540685e+15\n", - " -1.63692239e+14 1.82065994e+15 -1.09648302e+15 4.49056611e+14\n", - " 1.34487912e+15 -2.38501120e+15 8.23317151e+13 -8.15244538e+14\n", - " -3.93210888e+15 2.24158029e+15 -1.44238321e+14 -1.52658405e+15\n", - " 3.05106772e+15 1.65274861e+15 2.24719402e+14 9.47427672e+13\n", - " 1.49780184e+15 1.94237351e+15 -7.84760076e+15 5.65694365e+15\n", - " -2.29090725e+15 -6.92199055e+15 -9.62109442e+15 1.51079875e+15\n", - " -1.93143589e+15 3.79252939e+15 -3.09909374e+14 2.51211494e+15\n", - " -2.33628738e+15 -1.66671164e+15 3.84367454e+14 6.82279600e+14\n", - " -1.09474321e+15 -1.52794758e+15 -1.39700154e+15 -1.30288519e+15\n", - " 2.76999962e+15 -1.96686441e+15 -4.46855479e+14 -1.66071521e+15\n", - " -1.20359645e+15 -2.85057397e+15 -1.17266360e+15 2.14995919e+15\n", - " -6.38373372e+14 -6.57091740e+14 2.26566921e+15 1.82843987e+15\n", - " 1.22580494e+15 4.78554227e+15 1.12260175e+15 3.35190687e+15\n", - " 9.69312146e+14 7.04260933e+14 -1.90508732e+15 1.48471561e+15\n", - " -8.56122655e+14 1.08585578e+15 2.17243721e+15 -5.45036287e+14\n", - " -6.47594597e+14 -3.91219093e+14 1.93518604e+15 1.37539840e+15\n", - " -4.86185491e+15 -9.68964885e+12 -1.05225259e+15 1.86191420e+15\n", - " 9.50301571e+14 4.07578176e+15 -3.19772495e+14 1.85585459e+14\n", - " 2.65183556e+14 1.87694618e+15 7.02722917e+15 1.40087670e+15\n", - " 4.89433418e+14 5.06491652e+14 -5.99629545e+12 -2.91927997e+14\n", - " -1.09145671e+15 5.36310378e+15 -3.63319864e+15 2.44475955e+15\n", - " -8.10510014e+15 -6.08457106e+14 3.35804118e+15 -2.70616547e+14\n", - " -7.01213652e+15 -4.93943271e+14 6.41582592e+13 -1.66250463e+15\n", - " -1.88987135e+14 1.39087552e+15 -7.47835157e+14 3.07331208e+15\n", - " 3.15284006e+15 1.30765802e+15 -1.70231038e+14 3.48159864e+15\n", - " 8.75355411e+14 1.65201905e+15 -3.43894073e+15 -1.77089566e+15\n", - " -2.92178959e+15 -2.08096747e+14 8.41005273e+14 2.34950189e+15\n", - " 1.86760355e+15 -1.56793528e+15 1.89808806e+15 -3.25815932e+14\n", - " 4.20819358e+15 -1.00562693e+15 -5.71236244e+13 1.23365398e+15\n", - " -1.99781302e+15 -6.44147290e+14 -4.66669894e+13 5.41853455e+15\n", - " 1.38778461e+14 -6.51858635e+14 -2.19447334e+15 -1.57369472e+15\n", - " 1.58804998e+15 -1.79416173e+15 1.29959971e+15 -2.33895628e+15\n", - " -2.16079064e+15 5.21508505e+15 -1.82731472e+15 -9.29001826e+12\n", - " -4.42020837e+15 -1.27441731e+15 -7.52221575e+14 -1.08807377e+15\n", - " -1.61778335e+15 6.04606465e+15 -1.50289516e+15 -1.98904751e+15\n", - " 1.49314019e+14 1.00514474e+15 -3.64246969e+15 -1.32523759e+14\n", - " -1.11987933e+15 2.81692804e+15 1.58285622e+15 6.34795867e+14\n", - " -2.60937174e+15 7.88659221e+14 2.32569417e+15 -4.16196113e+14\n", - " -3.58952477e+15 -5.55036899e+15 -4.24589431e+14 2.38717448e+15\n", - " 6.84431282e+14 -2.51646503e+14 3.08474676e+15 6.87455488e+15\n", - " 1.34752604e+15 -3.45007803e+15 8.12105086e+14 1.15906103e+15\n", - " -8.92189047e+15 3.35593298e+15 8.01756574e+14 4.22161260e+15\n", - " 4.19558331e+15 2.50188546e+15 -2.97256327e+14 3.74394519e+15\n", - " -5.16136466e+14 4.82656800e+14 -6.40148875e+14 -1.62336861e+15\n", - " 4.31622843e+14 -2.74578302e+13 3.16802978e+15 1.48888534e+15\n", - " -4.79396155e+14 -1.19467487e+15 7.06071870e+14 -2.63782154e+14\n", - " 1.68578119e+15 -2.62941337e+15 8.45520586e+14 2.70027545e+14\n", - " -6.24671409e+14 3.38021355e+14 -1.28099626e+15 -3.09607133e+15\n", - " -3.65992182e+14 -3.52588762e+15 1.17746800e+15 1.28715998e+15\n", - " -4.84164231e+15 3.65454279e+15 1.16540905e+15 -6.25605261e+14\n", - " -3.71523581e+13 -2.87491048e+15 7.08809515e+15 3.65014648e+14\n", - " 2.62807915e+15 -4.04095064e+15 1.25078966e+15 -1.57169816e+15\n", - " -9.54362118e+14 2.37342308e+15 5.14071848e+15 -9.23166525e+14\n", - " 1.23902295e+15 -4.03416710e+14 -3.63331113e+15 -2.99699825e+13\n", - " -1.30535503e+15 9.55343145e+14 2.48766908e+15 3.08575003e+15\n", - " -1.94318291e+14 1.24981951e+15 -2.86678448e+15 -4.00719265e+14\n", - " -2.23402398e+15 3.11699772e+15 1.93968025e+14 -1.69661753e+15\n", - " -5.72799104e+15 3.15699493e+15 1.85679613e+15 -4.32756171e+14\n", - " 2.24074505e+15 -9.41205786e+14 2.18311060e+15 -9.07110799e+14\n", - " 2.78395516e+15 -5.99721237e+14 2.48092936e+14 2.67347453e+14\n", - " 9.77819539e+14 -8.23446248e+14 1.74826673e+14 2.43982562e+15\n", - " -5.09234483e+13 2.95910502e+15 -2.34740978e+14 -1.66499563e+15\n", - " -1.35356280e+15 4.25295349e+15 -1.93992825e+15 -1.88165378e+15\n", - " -3.48242747e+13 -2.07982411e+13 -7.45753174e+14 -1.15218678e+15\n", - " 1.33064515e+15 -1.25709168e+15 3.30852970e+15 -2.49757658e+15\n", - " 8.61801891e+13 9.90271996e+14 1.60965853e+15 9.99607090e+14\n", - " 7.06692621e+14 3.26742572e+14 2.40271073e+13 -1.67635588e+15\n", - " 3.15924078e+15 -3.22945593e+15 1.44794871e+15 -3.07107579e+15\n", - " 1.57709239e+15 -7.21109088e+14 7.70258196e+13 -1.92861370e+15\n", - " -8.59222441e+14 7.39182893e+14 1.18794825e+15 1.79312260e+15\n", - " -1.34426994e+15 -1.02586991e+14 2.72372608e+15 -2.57826204e+15\n", - " 1.31040837e+13 1.33654204e+15 -5.40067444e+14 -1.00672424e+15\n", - " -4.17785952e+14 4.60072759e+14 1.33880105e+15 1.65489012e+14\n", - " 3.16572094e+15 -1.01828455e+15 1.98909494e+15 -3.88408439e+15\n", - " -1.02554274e+15 5.22250063e+14 2.17526800e+15 4.37018349e+15\n", - " 1.57534565e+14 4.52966845e+13 3.61634846e+15 -3.84838663e+13\n", - " -1.12915853e+15 2.96574803e+14 -2.19743811e+15 -6.02298345e+14\n", - " 1.30660591e+15 -8.44888779e+14 -3.45530571e+14 -2.06963447e+14\n", - " -1.52651546e+15 -3.04744121e+15 -1.36436450e+15 -4.71820341e+14\n", - " 8.96946783e+14 -1.40749896e+15 -3.07446574e+15 -7.30957734e+14\n", - " -2.61731760e+14 1.17996298e+15 -2.49251622e+15 2.07374290e+15\n", - " 3.17331994e+15 -1.29824282e+15 -6.19434863e+14 -6.23538722e+14\n", - " 2.67689125e+15 1.01841047e+15 -5.84549264e+14 3.29780111e+14\n", - " -2.43047905e+15 -1.14255202e+15 2.59926995e+15 -8.83677580e+14\n", - " 6.61457701e+14 -3.33960413e+14 -4.01836887e+14 3.91843686e+13\n", - " 3.61797180e+15 8.76054935e+14 -3.20916960e+14 -2.29047547e+15\n", - " 4.15126107e+15 -3.48256921e+14 2.49660091e+14 6.96141985e+14\n", - " -2.85765565e+14 -6.37505690e+13 -4.22331765e+14 1.52274463e+15\n", - " -1.93062224e+15 1.40032175e+15 6.87540789e+14 -2.70356051e+15\n", - " 1.61991121e+13 -3.05577598e+14 -3.14563918e+13 1.23408522e+15\n", - " -1.04271582e+15 1.49086897e+15 -2.98412280e+15 4.15507415e+15\n", - " 1.23039905e+15 3.36861786e+15 8.30597261e+13 -3.29401088e+14\n", - " -2.98531762e+15 5.30491937e+13 9.59149367e+14 -5.25341892e+14\n", - " 5.13704595e+14 5.41433835e+15 8.28540668e+14 -6.87532112e+14\n", - " -5.10116858e+14 -1.24700694e+15 1.16648735e+15 -9.91979666e+14\n", - " -4.21046565e+14 2.16547563e+15 -1.48564825e+15 1.94826161e+15\n", - " 2.22074167e+15 3.23279825e+15 -4.65473099e+14 1.04601410e+14\n", - " 5.69304681e+14 -1.59704301e+15 -1.43209579e+15 4.36268304e+14\n", - " 1.00698245e+15 -1.13286619e+15 -2.00372642e+15 1.14530940e+15\n", - " 2.94305901e+14 -2.73344517e+14 8.51981935e+12 -7.05290967e+14\n", - " -1.70415021e+15 1.52839987e+15 -3.54430823e+15 -7.09365417e+14\n", - " 6.51894197e+14 -1.28923047e+15 -1.12512458e+15 1.12656182e+15\n", - " 1.91055864e+15 -7.27191378e+15 4.53118109e+14 -1.29572324e+15\n", - " -5.31561290e+14 -4.70926036e+14 -2.93872208e+13 -1.19841323e+15\n", - " -1.93736251e+14 -1.96969126e+15 -2.35102737e+15 1.77501741e+15\n", - " 6.30466710e+13 -1.91919328e+15 1.29855414e+15 2.08039841e+15\n", - " -1.04251450e+15 1.50891186e+15 1.73306685e+15 2.66171186e+14\n", - " -2.50407556e+15 -1.16178351e+15 9.57123916e+15 3.08662763e+15\n", - " 3.36071155e+13 2.83350374e+14 -2.17445165e+15 4.59897631e+14\n", - " 6.41878845e+14 -1.21258812e+15 2.07222098e+13 -5.39269134e+14\n", - " 1.09483118e+15 -4.71323459e+14 1.89276071e+15 2.76394301e+14\n", - " -3.17815147e+15 -1.63255387e+15 4.30731955e+15 3.04008462e+15\n", - " -1.10728172e+14 8.49829873e+14 -1.35253049e+15 -1.66468485e+15\n", - " -6.90588998e+14 -7.10049860e+14 -4.46634363e+14 -1.09436254e+15\n", - " -2.75013772e+14 5.92339688e+14 4.78878351e+14 2.25202334e+15\n", - " -1.59337689e+15 -1.79020783e+15 5.05179072e+14 6.76973666e+14\n", - " 1.58437916e+14 3.04344055e+14 -8.97961090e+14 7.80693288e+14\n", - " -1.03574929e+15 1.04134576e+15 7.94091946e+13 2.19534395e+15\n", - " -2.41273827e+15 1.07599543e+15 -5.70831059e+14 -1.64218648e+15\n", - " -1.26795021e+15 1.43510437e+14 -2.84718830e+15 -1.57553639e+14\n", - " -2.17165057e+15 -4.69776773e+15 -5.06299495e+14 4.03310717e+14\n", - " -9.12502292e+15 -3.95636695e+15 1.65709310e+15 -1.33921121e+15\n", - " -2.66716187e+15 3.42308237e+14 -1.12745428e+15 -1.38548131e+15\n", - " 2.26499793e+15 -3.64026374e+14 -1.49991018e+15 9.39188058e+14\n", - " -4.51743925e+15 2.87979198e+14 3.78929327e+14 -2.81719691e+14\n", - " -7.76877029e+14 -6.13654008e+14 5.79505758e+14 1.27487944e+15\n", - " -4.14853719e+14 2.00068293e+14 5.92793974e+14 1.98024333e+15\n", - " 1.25619201e+15 3.00275945e+14 -3.26039952e+14 7.14224113e+14\n", - " -2.45908205e+13 8.95142986e+14 -1.60971397e+14 2.06789596e+15\n", - " 1.99533930e+15 1.26588835e+15 1.27614093e+15 7.21002395e+14\n", - " -1.38865560e+15 -1.54907722e+14 1.74152726e+15 -6.48187783e+14\n", - " 4.49392632e+14 3.30886397e+15 -6.92293896e+14 -7.13592803e+14\n", - " 1.11110485e+15 1.18748183e+15 -8.92316521e+14 4.79721985e+14\n", - " 1.97336100e+15 1.95953729e+15 3.21677831e+14 -9.71301241e+14\n", - " 5.54545057e+14 1.28890685e+15 -6.44768343e+14 -7.30964748e+15\n", - " -1.08142532e+15 1.06482972e+15 -2.21659122e+15 -1.56702796e+15\n", - " -1.80025434e+15 4.45981431e+14 -1.30328535e+15 5.72923209e+14\n", - " 6.48394827e+14 3.00817623e+14 -1.08813837e+14 -8.07733736e+14\n", - " 1.21382263e+15 -3.14494736e+14 -1.02615351e+15 -8.76545577e+14\n", - " -9.29254334e+13 1.78193848e+15 8.34266376e+13 -8.24246440e+14\n", - " -2.05882616e+15 -4.83685494e+14 1.92028738e+15 -1.17228875e+15\n", - " 5.88868355e+14 1.30959780e+15 7.42799334e+14 2.32302870e+15\n", - " 9.54800798e+14 -4.39964353e+15 -2.85237454e+15 -4.79446818e+14\n", - " -1.41392273e+15 8.82653682e+14]\n", - "Found 1511 total galaxies in catalog for cluster 53335\n", - "[-7.31829562e+14 2.60484622e+15 1.40355443e+15 ... -9.57777171e+14\n", - " 8.21677733e+13 -3.89387591e+14]\n", - "Found 928 total galaxies in catalog for cluster 23919\n", - "[ 1.78645796e+15 -9.50589979e+15 4.94180812e+14 -2.14383501e+14\n", - " 2.44445080e+15 6.56193345e+14 -6.46979641e+14 -2.03540403e+14\n", - " -8.97788844e+14 -1.14187809e+15 7.08424527e+14 2.25033761e+15\n", - " -2.44847261e+15 -1.07683625e+15 2.01207143e+15 4.04345291e+15\n", - " 1.78850994e+15 -1.61505146e+15 2.54889389e+15 -6.44852962e+14\n", - " -2.80191715e+15 4.37198719e+15 -4.87414587e+14 8.66031257e+14\n", - " -4.11829465e+14 -6.08897233e+14 3.08018053e+15 -6.66903286e+15\n", - " -4.52921373e+14 2.57337273e+15 1.45991295e+15 -5.05934561e+15\n", - " -1.48709768e+15 2.99335189e+14 2.06572789e+15 1.02773304e+15\n", - " 1.49202887e+15 3.11985582e+15 -1.17433601e+15 5.99611788e+14\n", - " -2.62526323e+15 -1.09243339e+15 -1.26210987e+14 -1.23980461e+15\n", - " -5.21658418e+14 8.17580149e+14 7.38245937e+14 7.13746737e+13\n", - " -6.63034077e+15 -2.81237495e+15 -8.15955345e+14 -2.55964254e+15\n", - " 8.09835532e+15 -7.57168611e+14 -2.22498963e+15 -4.98084470e+15\n", - " 1.12053056e+15 -2.13707559e+15 8.49915286e+13 -1.61039479e+15\n", - " 5.32128387e+14 2.20801078e+15 -2.53372939e+15 -1.93693520e+14\n", - " -3.84534135e+15 1.20785562e+16 1.76605117e+14 2.01657853e+15\n", - " -1.52013078e+15 -6.14108574e+15 -1.14446790e+15 3.54125516e+15\n", - " 5.41166202e+14 9.32634109e+14 1.04932962e+15 1.06831607e+15\n", - " -8.70126532e+14 2.34480027e+15 -4.78070506e+14 8.80110505e+14\n", - " 4.25014917e+15 -1.61081248e+13 -3.58115410e+14 -2.24910545e+15\n", - " 4.44944157e+15 -2.16797188e+15 9.64199416e+14 3.61722157e+15\n", - " 7.06223491e+15 5.85854952e+15 5.40174665e+15 -5.13222235e+15\n", - " 7.63233762e+15 -3.88474312e+14 1.70737688e+15 -2.20890947e+15\n", - " 3.86104235e+15 2.31481865e+13 8.86480615e+14 -9.66057010e+13\n", - " 2.37521150e+15 1.57041003e+15 -7.44396802e+14 -4.42587835e+14\n", - " -1.93610258e+15 -5.02542058e+14 4.08972917e+14 5.61492849e+15\n", - " -2.30832900e+15 -7.14395638e+14 -4.42726149e+14 -1.09911579e+15\n", - " 3.84897236e+15 2.17184398e+15 2.49712916e+15 -5.58051571e+14\n", - " -2.18034457e+15 -1.34527335e+15 2.20456461e+14 -1.48279594e+14\n", - " -5.12007389e+14 -8.35772437e+15 -3.05145309e+15 -3.38895258e+15\n", - " 1.20695731e+15 1.99193452e+15 -1.38424221e+15 2.18882134e+15\n", - " 2.83883301e+15 8.32259599e+14 -7.75134045e+14 4.03087883e+15\n", - " -5.66943346e+15 2.86944539e+15 -1.95176595e+15 2.65744776e+14\n", - " -3.11758190e+14 1.16600620e+15 -5.01299789e+14 2.12685826e+15\n", - " 9.11983906e+14 8.76100398e+14 -2.41541294e+15 -2.38762351e+15\n", - " 5.23689921e+15 -7.44748056e+15 -3.77875756e+15 -4.06948374e+15\n", - " 1.91857583e+15 -2.87011352e+15 -2.72148521e+15 -3.83692862e+15\n", - " -5.25348002e+15 -5.66462242e+13 2.83232312e+15 -2.67242841e+15\n", - " -6.29839861e+14 -1.56355563e+14 -4.05388143e+14 6.03597378e+15\n", - " -1.75951943e+14 1.04615970e+15 2.01097118e+15 3.84687259e+15\n", - " 3.17638484e+15 2.53543625e+15 3.93189655e+15 -3.59515315e+15\n", - " 2.44213901e+14 -2.59041779e+15 -1.15971936e+15 -4.56467464e+15\n", - " 1.52629476e+13 2.78606478e+14 2.45789018e+14 -5.55672322e+15\n", - " 4.08273492e+15 -7.10900019e+14 -1.58781021e+15 1.27876810e+15\n", - " -5.90601905e+15 -4.32683928e+15 -1.16595636e+14 -9.10506625e+14\n", - " -4.65972041e+15 -3.09327819e+15 -2.93789418e+15 4.72234436e+15\n", - " -2.73421202e+15 1.07963425e+15 1.40807716e+15 -8.05721850e+15\n", - " -1.10380588e+15 3.45730302e+15 8.28060653e+14 -3.82338589e+14\n", - " 1.52783811e+15 -2.42851804e+15 -2.13596980e+15 -9.75033270e+14\n", - " -1.83282340e+14 -1.01308945e+15 3.61607233e+14 1.05364192e+15\n", - " -3.38717952e+15 5.92294339e+14 -6.11799481e+13 -4.45527656e+14\n", - " 1.89488995e+15 2.59118031e+15 6.91092679e+14 -6.27141128e+15\n", - " 6.87017061e+14 8.12954649e+14 1.21229729e+15 -3.99702068e+13\n", - " 1.43416197e+15 -8.79022142e+14 1.62405806e+15 -2.85043037e+15\n", - " -8.78539538e+14 5.48900756e+15 -3.76584940e+14 4.20082972e+15\n", - " 1.32645777e+15 7.65901653e+14 -3.45855301e+13 -3.21664850e+15\n", - " -3.04310295e+15 -7.02813342e+12 2.40392619e+15 -1.38308700e+15\n", - " -5.70585000e+14 -7.79014272e+14 -2.04413170e+14 -4.31264619e+14\n", - " -2.19326326e+15 -3.77522436e+15 -1.97208073e+15 6.58023968e+14\n", - " -2.63934311e+15 6.88387031e+14 1.19575658e+15 -2.90787051e+15\n", - " -5.26160844e+14 4.62344783e+13 2.47161375e+15 -1.84414663e+14\n", - " -1.89974026e+15 1.91214162e+15 2.48415250e+15 3.84897184e+14\n", - " 3.88169011e+15 7.17081728e+15 -5.22218904e+14 1.08738856e+15\n", - " -5.39614181e+15 4.85579492e+14 2.86151734e+15 5.52465910e+14\n", - " 2.30843333e+13 -1.65408879e+15 -5.09242920e+13 6.27696525e+14\n", - " -3.45820850e+14 3.75561453e+14 4.82034983e+14 -2.06161884e+14\n", - " -1.97488527e+15 -1.38652590e+14 2.83892733e+15 2.49548618e+15\n", - " -1.94091875e+15 -1.15001434e+15 5.81990042e+15 -5.84181223e+14\n", - " 5.32363912e+15 -1.54549545e+15 -8.88731344e+15 2.03079105e+15\n", - " -3.57765640e+15 -2.11127731e+15 2.16626443e+15 6.14488169e+14\n", - " 6.23663660e+15 -9.64346902e+13 -8.78526639e+14 -1.88715898e+14\n", - " 4.28306411e+15 1.55275313e+15 -1.83528130e+15 5.97548121e+15\n", - " 3.65249693e+15 2.82039268e+15 -4.15652382e+14 2.09678590e+15\n", - " -1.61529330e+15 5.44766207e+15 5.61571010e+15 -1.44206827e+15\n", - " 1.50484807e+15 -1.49827763e+15 -2.14837857e+15 1.07930765e+15\n", - " 5.26913878e+14 -6.93904141e+14 1.31165743e+15 -5.37634021e+14\n", - " -5.30966978e+15 1.08385803e+15 5.35485098e+15 7.88365196e+14\n", - " -2.51213894e+15 -6.66426745e+14 3.14027184e+15 -5.29931104e+14\n", - " -2.45014322e+14 -2.88843029e+14 -2.72336291e+15 2.33051287e+15\n", - " -1.28585877e+15 -4.32786170e+15 4.68361367e+14 -2.08060107e+15\n", - " 2.15216689e+15 2.76158397e+15 3.82091594e+15 3.11204951e+15\n", - " -7.37939908e+14 -1.69942911e+15 -1.73143261e+15 1.16442035e+15\n", - " 3.03447512e+14 1.19728025e+14 4.53512508e+14 -2.57512002e+14\n", - " 1.33393022e+15 -2.11521352e+15 4.39184114e+14 6.57631393e+14\n", - " -8.25093048e+14 -3.26300527e+15 -1.13590885e+14 1.65589482e+14\n", - " 4.65702052e+15 4.32405655e+15 -3.12672429e+14 1.88291996e+14\n", - " -1.57303491e+15 3.67262957e+15 5.04851731e+13 1.16657388e+15\n", - " -8.25374513e+14 -1.06633298e+15 6.10405151e+14 -6.82703882e+15\n", - " -3.78533130e+15 1.60793294e+15 1.89436653e+15 2.11063347e+15\n", - " -7.46125844e+14 1.00422323e+15 -2.18254910e+15 1.25207323e+15\n", - " -1.12262423e+15 -6.50694117e+14 2.20657628e+15 1.97486508e+15\n", - " 1.26479306e+14 -4.72050684e+14 2.04192663e+15 -1.04419239e+15\n", - " -8.21123206e+14 2.13756956e+15 -5.96164015e+14 4.72051039e+15\n", - " 9.44658866e+13 1.74173617e+14 4.64267269e+14 6.71064491e+13\n", - " -1.25780502e+15 -7.13155496e+15 8.91061077e+15 -2.18768755e+15\n", - " 2.45283137e+15 4.16470627e+14 1.65432833e+15 -3.49656861e+15\n", - " 5.27772563e+14 1.78884971e+15 2.65475456e+15 2.17060109e+15\n", - " 4.76385656e+14 -1.95374937e+15 -1.43905931e+15 8.19209780e+14\n", - " 1.12694450e+15 1.69277078e+15 1.81052227e+15 -1.60850670e+15\n", - " 7.92640614e+14 -5.27174176e+15 -2.27551365e+15 2.04539091e+15\n", - " -2.17101899e+15 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5.13375340e+14 3.44312572e+15 1.26028240e+15\n", - " 2.53999583e+15 1.82151793e+15 -1.73522340e+15 -1.08852610e+15\n", - " 2.41660489e+15 -3.81115284e+15 2.90626150e+15 -1.34035077e+15\n", - " 9.87249316e+14 -9.60685240e+14 5.14439656e+14 3.06762663e+14\n", - " -2.41439480e+15 6.56946401e+14 -1.77994779e+15 1.26570625e+15\n", - " -1.26534836e+15 6.35470694e+14 -1.81577180e+15 1.83338359e+15\n", - " 6.65966918e+14 -1.81059809e+15 -1.45325286e+15 1.22198436e+15\n", - " -9.83211048e+14 1.73120550e+13 1.10947367e+14 8.76135548e+13\n", - " 1.54819594e+14 -4.69575761e+14 -3.83844254e+15 8.71364416e+14\n", - " -2.32674636e+15 -9.67748545e+14 -2.78246659e+15 6.18833630e+15\n", - " 2.53491664e+15 -9.57196573e+14 1.05167707e+15 -3.00065056e+15\n", - " -2.35899335e+15 -4.23595307e+14 -1.97827869e+15 7.15271873e+13\n", - " -4.19695108e+14 1.75906038e+15 1.30564455e+15 -2.84807493e+15\n", - " 5.29071290e+15 9.27411732e+14 4.91100499e+14 -3.54444902e+13\n", - " -8.51154578e+14 1.47542538e+15 1.27338409e+15 7.45592668e+15\n", - " -7.59247554e+14 -1.76405366e+15 6.86648392e+14 6.30752584e+14\n", - " -4.16987359e+14 -4.09235932e+14 -2.56164627e+15 -1.99596595e+15\n", - " -9.24850433e+14 2.58815738e+15 1.35276641e+15 6.81150550e+14\n", - " 1.72708990e+15 -6.22701515e+14 -1.52480032e+14 1.18357869e+15\n", - " -6.94030030e+14 3.92790718e+14 -6.83707865e+14 5.24179499e+14\n", - " 2.65922636e+15 -1.33213755e+15 -9.11239077e+14 7.11604393e+14\n", - " -5.73490679e+14 -8.97437010e+14 1.71167476e+15 1.53347202e+15\n", - " -3.47295923e+15 -2.38547431e+15 2.01770619e+15 -7.73200862e+14\n", - " -1.20580705e+15 2.93826163e+15 1.04897120e+15 -1.67543336e+15\n", - " 4.44637093e+15 4.55147244e+14 -2.39542316e+15 -1.32983728e+13\n", - " -1.53701061e+15 7.53460197e+14 4.70434912e+14 2.62173863e+14\n", - " -8.66418870e+14 -2.20950811e+14 -1.25407358e+15 -2.73113365e+15\n", - " 9.10039553e+14 2.15522911e+15 1.96736152e+14 -1.02776152e+15\n", - " 1.23966692e+15 -1.88147048e+15 -3.84733876e+15 3.42363239e+15\n", - " 2.86404873e+15 -6.32243627e+14 -1.48349188e+15 8.73702320e+14\n", - " -3.73034437e+14 1.18599974e+14 3.16225442e+15 -2.08398196e+14\n", - " -1.34147848e+15 -1.17089479e+15 -6.74799432e+14 -1.83272532e+15\n", - " -1.09414964e+15 -2.17791946e+14 -6.96083677e+14 8.59996705e+14\n", - " 1.02387450e+15 4.72851791e+14 1.16180260e+14 -7.64318503e+14\n", - " 2.91228874e+13 2.57484010e+15 1.98364380e+15 -4.00506363e+14\n", - " 2.46492004e+15 1.04386469e+15 -1.47643382e+15 -2.67782723e+15\n", - " 8.71031377e+14 2.29977883e+15 -8.58253306e+14 -9.85268998e+14\n", - " 5.26773501e+14 1.45762425e+14 3.48967578e+15 6.49039560e+14\n", - " -3.71989251e+13 -2.59253702e+14 5.22205775e+14 -1.96002825e+15\n", - " 4.52653351e+14 -6.07252144e+14 1.90463204e+15 9.83579393e+14\n", - " -8.58536756e+14 1.91646246e+15 -6.36179524e+14 -2.51971816e+15\n", - " 1.82050211e+15 1.62678489e+15 1.24884198e+15 1.18872549e+15\n", - " 2.64968117e+15 1.31016172e+15 3.40709874e+14 -5.20381562e+14\n", - " 3.92717004e+15 1.69305551e+15 1.79563328e+15 -1.96333183e+15\n", - " 2.88242115e+14 -1.14339513e+15 -9.43969565e+14 1.29157831e+15\n", - " 5.59301838e+14 -2.49847731e+15 -1.79953921e+15 -1.72085417e+15\n", - " 1.13443438e+15 1.27503506e+15 -1.73961209e+15 5.44757825e+13\n", - " -1.60906120e+15 -2.20550173e+15 -7.21010309e+14 3.59627305e+15\n", - " -1.82349974e+15 -1.21956941e+14 -1.05983758e+15 -1.73141982e+15\n", - " -6.49697258e+14 -6.19109584e+14 -1.68509436e+14 7.79211586e+14\n", - " 1.56390707e+14 6.30240333e+14 -1.41048278e+15 1.17899007e+15\n", - " 1.80530017e+15 -3.28833279e+15 -2.83568613e+15 4.70706166e+14\n", - " -5.28364945e+14 -1.67097177e+14 -2.03422858e+15 1.38788604e+15\n", - " 1.93957835e+15 1.42755246e+15 1.26781789e+15 7.15288939e+14\n", - " 2.98272409e+15 -1.40447399e+15 -4.34493165e+14 7.62531291e+14\n", - " 9.08074051e+14 5.70240466e+13 1.79219368e+15 -1.49683815e+15\n", - " 1.68426348e+15 -1.95006856e+15 -6.62974677e+14 -1.71813588e+15\n", - " 1.89178143e+15 1.30353557e+14 -2.52740600e+14 6.26260382e+14\n", - " -1.60341732e+14 -5.42823564e+14 7.46134933e+14 -5.78032224e+14\n", - " 1.35302762e+15 1.72163476e+14 2.52421638e+15 -3.32468267e+11\n", - " -1.37005834e+15 -1.46434742e+14 5.62837749e+13 7.53408231e+14\n", - " -7.09804761e+14 1.80149808e+14 1.93878264e+15 -7.62267555e+14\n", - " -3.46679635e+14 2.85968967e+14 -4.32929061e+14 -8.95116802e+14\n", - " -4.33051795e+13 1.78168750e+15 -5.65386571e+14 -8.02669709e+14\n", - " 7.76727238e+14 -1.06089574e+15 -7.68559347e+14 8.40284677e+14\n", - " -6.74401018e+14 3.50202913e+14 6.63675455e+14 1.12150149e+15\n", - " 1.56507239e+15 -1.39111059e+15 9.17355114e+14 -2.24675287e+14\n", - " 5.79583231e+14 5.20166043e+14 3.38478813e+14 -1.09754122e+15\n", - " -1.37636485e+14 -1.12013650e+14 -5.14193148e+14 6.62504398e+14\n", - " -1.12776876e+14 -7.34046291e+14 1.31192496e+15 1.39963058e+15\n", - " 7.67350069e+14 -5.71292906e+13 -7.54816658e+14 2.19673248e+14\n", - " 7.29641024e+14 -5.03839384e+14 -6.31459565e+14 3.41045049e+14\n", - " 1.23153014e+15 -1.33826066e+15 8.18746445e+14 -1.48122763e+15\n", - " -1.44889066e+14 -3.70928504e+14 -5.12520195e+14 9.45769177e+14]\n", - "Found 4012 total galaxies in catalog for cluster 16567\n", - "[ 8.33226103e+14 4.16475920e+14 -9.58960965e+14 ... -1.48645954e+14\n", - " 9.27488451e+13 -5.65004360e+14]\n", - "Found 2882 total galaxies in catalog for cluster 41321\n", - "[ 1.49555809e+15 8.19365775e+14 -1.10521613e+15 ... -2.24884495e+14\n", - " 5.63695626e+13 -7.34012298e+14]\n", - "Found 791 total galaxies in catalog for cluster 52141\n", - "[-1.05573932e+15 -4.15894055e+15 2.17158312e+14 4.95354784e+15\n", - " -5.17486277e+15 8.00222610e+14 -4.43052636e+15 -1.62688339e+15\n", - " 2.61090673e+15 -2.08387301e+15 -4.55948450e+14 2.95011569e+15\n", - " 2.46205133e+15 5.75885864e+14 -1.91515753e+15 -2.35296471e+14\n", - " -1.00208226e+15 2.10511066e+14 -7.41863614e+14 -9.99844844e+14\n", - " 3.00880418e+15 -5.91937529e+14 -1.12144810e+15 -8.83383880e+13\n", - " -8.29225249e+14 1.82104082e+15 -2.50671541e+14 8.07853757e+14\n", - " -2.84948891e+14 6.33845118e+14 -4.45665453e+14 1.14104999e+15\n", - " 1.62710910e+15 3.25124203e+14 -1.12374547e+15 5.49387642e+14\n", - " 2.63336163e+15 5.20059893e+14 -2.70009001e+15 -7.46800503e+14\n", - " -1.28514786e+15 3.14875695e+14 1.04283451e+15 -6.20244268e+14\n", - " 1.67341545e+14 9.94134837e+14 2.36240838e+14 -3.94411156e+14\n", - " 1.57085368e+14 -2.19560342e+14 -1.02315474e+14 -2.31201552e+14\n", - " 1.37464128e+15 -1.95152542e+14 -1.60417737e+13 -2.12139607e+15\n", - " -5.83059511e+14 5.64650899e+14 2.69345449e+14 -2.95757594e+14\n", - " -1.59793872e+15 -5.41563914e+14 1.09223283e+15 -4.55267061e+14\n", - " 1.71681028e+14 3.34828272e+14 -8.73829834e+12 -2.78755341e+15\n", - " -3.20474535e+15 -6.95031847e+14 7.48155163e+14 2.07471068e+13\n", - " -1.30829423e+15 -7.02902382e+14 6.12679007e+14 -1.21087807e+15\n", - " 4.83103106e+14 3.46342994e+14 -1.77399726e+14 -4.00244126e+15\n", - " 1.22422753e+15 1.94217054e+15 -1.56495839e+15 9.83738167e+14\n", - " -2.17813682e+15 8.32162900e+14 5.49094716e+14 -4.93167311e+14\n", - " -3.53844570e+15 -6.43939822e+14 3.78116023e+15 1.36724283e+15\n", - " 2.64971320e+14 -1.35677219e+15 1.33870091e+15 -1.01374850e+15\n", - " -1.14028086e+15 -8.53348938e+14 6.78793534e+15 8.72443364e+14\n", - " 1.74144258e+15 1.89644590e+15 -5.80119015e+14 7.78724166e+14\n", - " 6.79835497e+14 -2.42527445e+15 -2.95745375e+15 4.62565869e+14\n", - " 1.51697031e+14 -2.56273885e+15 4.05721705e+15 -1.90888571e+15\n", - " 1.96853376e+15 -9.63709191e+14 -1.03407300e+15 -2.23446362e+14\n", - " 4.21516904e+14 1.48291208e+14 1.49490777e+15 -1.42276868e+15\n", - " -1.73565034e+15 -1.27019853e+15 3.06206737e+15 -2.98280351e+15\n", - " -1.43099380e+15 1.66301102e+15 -3.55201370e+14 3.18972473e+15\n", - " 2.00496900e+15 2.49610952e+14 1.64962805e+15 -1.79122226e+15\n", - " -5.28423325e+15 -7.68888915e+15 6.01329351e+14 2.52519637e+15\n", - " -4.08925937e+14 1.25690150e+15 1.53184405e+14 4.10429532e+14\n", - " 9.25874580e+14 -8.36254958e+13 2.24232002e+14 7.64466488e+13\n", - " -1.16979111e+15 2.70846478e+14 6.98744108e+14 3.57608538e+15\n", - " -5.05729825e+14 5.53725401e+15 -1.06729609e+15 1.04926782e+15\n", - " 2.38469331e+15 -5.05826859e+15 9.84875517e+14 8.68683670e+15\n", - " -1.50865244e+15 -1.25328907e+15 1.77717925e+15 -6.92847969e+13\n", - " 2.46240578e+14 5.16079082e+15 -1.67612411e+15 -8.10193143e+14\n", - " 1.91518604e+13 1.42322053e+15 4.42768720e+14 7.00580021e+15\n", - " -9.63386841e+14 1.65418241e+15 6.04737236e+14 1.10752351e+14\n", - " -4.17285242e+15 -3.94033852e+14 2.51747389e+14 -1.77900085e+15\n", - " -1.94846765e+15 -9.59503800e+14 7.53440437e+14 -4.36345833e+15\n", - " -1.98593487e+15 1.48638939e+15 -4.48697459e+15 5.97344287e+15\n", - " -2.28305063e+15 -4.81348723e+14 -7.24786723e+12 1.82481855e+14\n", - " 1.70441835e+15 3.27465441e+15 -9.79361843e+14 -1.06899142e+14\n", - " 6.96978061e+15 -1.21353108e+14 -3.62469910e+15 2.41880140e+14\n", - " 1.21872309e+15 -5.39951155e+14 1.62578501e+15 -9.54835410e+14\n", - " 1.20973129e+15 7.85449606e+14 3.15348907e+13 -1.19832245e+14\n", - " 1.70621637e+15 1.04749153e+15 3.92287648e+15 2.31317186e+14\n", - " 1.18097947e+15 4.71994303e+15 3.19542583e+15 -2.03216527e+15\n", - " 2.99256121e+15 -3.14219252e+15 1.39528820e+15 -4.84111951e+15\n", - " 2.13297862e+14 4.30565016e+14 7.67108284e+14 -5.30298757e+15\n", - " -7.40716658e+14 -3.40669413e+15 1.13443367e+14 -3.41335244e+14\n", - " -1.93742640e+15 7.12310922e+14 -4.95232259e+14 -3.56339741e+15\n", - " 2.17368005e+15 -1.14086803e+15 -2.84950828e+15 -2.13818858e+15\n", - " 1.15821533e+15 6.06171185e+15 5.33041170e+15 4.60819377e+15\n", - " -1.73684041e+15 1.98333445e+14 8.23386912e+15 -8.17447118e+14\n", - " -2.60170851e+15 -4.50052668e+12 2.27816409e+15 1.30631558e+15\n", - " -5.46998084e+15 2.44929237e+15 4.18156182e+14 8.54368234e+14\n", - " -5.18395636e+15 -5.83824559e+14 2.49481828e+15 3.29044281e+14\n", - " -3.16021317e+15 1.43213775e+15 -2.56131787e+15 -3.20881530e+14\n", - " 8.79154577e+14 6.40782778e+14 -4.34228994e+15 -5.98764028e+15\n", - " -2.06912981e+15 -3.88198953e+15 1.53696603e+15 -4.91422151e+15\n", - " -1.00400131e+15 -1.81911889e+15 2.81709163e+15 -9.24192027e+14\n", - " 3.57571231e+15 5.51077557e+15 3.65563849e+15 1.29000885e+15\n", - " -3.98675015e+14 3.02595040e+15 1.29166073e+15 2.12451551e+15\n", - " -1.08653626e+15 -9.42605234e+14 -1.30273556e+14 1.37579663e+15\n", - " -2.87342829e+15 1.99537351e+14 -7.19246095e+14 -2.86407079e+15\n", - " 2.03481635e+14 6.21286149e+14 -1.94937271e+15 -3.24408465e+15\n", - " -2.73057710e+15 -9.11330587e+14 -3.35393753e+14 8.93762488e+14\n", - " 5.52893428e+14 1.03206271e+15 -1.76346073e+15 1.10444190e+15\n", - " 1.87640890e+15 -3.69395736e+15 -1.46435443e+15 1.27490232e+15\n", - " -4.65725802e+15 3.28455582e+15 -6.47319258e+14 -1.97155562e+15\n", - " -8.04924165e+15 -4.56749127e+14 7.88141503e+15 1.09381948e+15\n", - " 2.26594276e+15 1.85081668e+14 1.16421757e+15 7.82360999e+14\n", - " -1.58510262e+15 -1.23466158e+15 -3.52669304e+14 1.85425231e+13\n", - " -3.13008340e+14 9.12334836e+14 -3.01639123e+15 7.90429851e+14\n", - " 5.56208359e+14 9.50042325e+14 8.78564653e+14 1.36455916e+15\n", - " -1.10950481e+15 2.26237851e+15 6.42444770e+14 -5.38652497e+14\n", - " -5.96475925e+14 -5.37497277e+13 9.70177517e+14 -1.41412452e+15\n", - " -3.80312505e+14 -1.55937257e+15 -4.79072697e+14 1.33810965e+15\n", - " 3.61573097e+14 1.80380803e+15 -3.18888169e+15 -1.99199590e+15\n", - " -6.30682052e+15 2.92203071e+15 2.86176753e+15 1.77321757e+15\n", - " 7.56411605e+15 -2.63914772e+15 7.96101813e+13 5.07876347e+15\n", - " -1.77359099e+14 -2.16433276e+15 1.61344383e+15 -4.16081825e+14\n", - " -1.17974486e+15 -2.18136785e+15 5.14241817e+14 1.37243282e+15\n", - " 1.84796195e+15 -1.47661852e+15 -1.64482027e+11 -3.73499979e+15\n", - " -2.10594661e+14 4.21218404e+15 1.80607959e+15 -7.13875124e+14\n", - " -8.28349011e+13 1.16471186e+15 -2.68549830e+15 1.31174792e+15\n", - " -4.23304257e+15 2.07729626e+15 2.23062536e+15 -3.85846840e+14\n", - " 2.07717539e+15 8.31565786e+14 1.50259913e+15 -1.61650808e+15\n", - " -1.41849486e+15 9.22994577e+14 2.59864839e+15 -6.09430076e+14\n", - " -8.33179913e+14 -1.29978248e+15 1.10865875e+15 -2.41991053e+12\n", - " 1.71282528e+15 -4.19672142e+13 -3.85833284e+14 -1.65987440e+15\n", - " -7.89120087e+14 7.94327008e+14 7.91531444e+14 -8.31454422e+14\n", - " 2.62595374e+15 -3.19750176e+15 -3.35557355e+15 1.51719820e+15\n", - " -2.90004755e+15 1.14733002e+15 -6.01997828e+14 6.59138040e+14\n", - " -3.09683884e+15 1.71703555e+15 1.01867379e+15 -3.23307570e+15\n", - " 5.47954621e+14 -8.62298921e+14 -9.47188268e+14 -8.03971091e+14\n", - " -8.15685075e+13 -2.24028446e+14 -4.86261684e+15 -1.42001203e+15\n", - " 2.90091529e+15 3.93664770e+14 -1.63241569e+15 -1.26156934e+15\n", - " -1.62180216e+15 2.47211294e+15 8.06055483e+14 2.11787389e+15\n", - " -9.55031417e+14 4.57522999e+14 -1.07899121e+15 -3.04848425e+14\n", - " -1.58919058e+15 -6.54011119e+14 2.53826023e+15 1.19522487e+15\n", - " 1.15399630e+15 4.25030698e+15 2.84313144e+11 2.40089111e+14\n", - " -1.36880488e+15 2.36598420e+15 -9.16504602e+14 -1.38034137e+14\n", - " -3.11667961e+14 -4.42965727e+13 5.75782987e+14 1.06975937e+15\n", - " -1.20893401e+15 -9.71795153e+14 1.15515924e+15 2.28315157e+15\n", - " -1.29819329e+14 4.80638412e+14 1.47495264e+15 -1.79218851e+15\n", - " 1.73421236e+15 -2.16903577e+15 1.03131301e+15 -8.21293414e+14\n", - " -2.27042921e+15 1.22285650e+14 6.53386980e+14 -1.93670544e+15\n", - " -1.78263153e+15 2.93880514e+15 2.99925168e+15 2.80427893e+15\n", - " 3.07257841e+15 -7.69458924e+14 6.28378199e+14 5.16639070e+14\n", - " 1.25934310e+15 -6.92365248e+14 -8.31420362e+14 -1.48727325e+15\n", - " 9.14211736e+14 -3.76632766e+14 -1.66043433e+15 4.23500510e+15\n", - " -4.60169938e+14 -2.29293855e+14 7.71561041e+14 5.62685182e+14\n", - " -2.60245080e+15 1.25894988e+15 7.13812080e+14 3.27781471e+15\n", - " -3.95095322e+15 6.77333346e+14 8.43967561e+14 -2.09844182e+14\n", - " 2.29930842e+14 -2.97664232e+14 6.94677266e+13 1.19721736e+15\n", - " 8.68938725e+14 3.88952933e+15 1.51476112e+15 2.90343578e+15\n", - " -7.66466195e+14 -1.98984327e+15 -2.04705303e+15 2.01198338e+15\n", - " 9.78143492e+14 4.38413752e+14 3.62455062e+14 -1.38295950e+15\n", - " -4.23867045e+13 1.51659099e+15 1.38653355e+15 9.01922383e+14\n", - " 1.22498565e+15 1.17158926e+15 6.13398703e+13 -7.65247665e+14\n", - " 2.44578779e+15 -9.20217305e+14 4.33761878e+14 -5.22339296e+15\n", - " 1.60401434e+15 1.12125283e+15 2.44914654e+15 3.31762541e+14\n", - " -1.06950133e+15 1.03098653e+15 4.39077123e+14 -1.88466239e+15\n", - " 3.94486744e+14 3.86665995e+14 1.16937314e+15 1.62992697e+15\n", - " 1.65093383e+14 9.23527133e+14 -1.03492958e+15 -1.91447720e+15\n", - " -6.52098913e+14 -1.20190534e+15 6.95971704e+14 1.13292771e+15\n", - " -7.77772733e+14 3.45769822e+14 4.70114483e+14 3.71331356e+15\n", - " 1.72844390e+15 2.26719667e+15 -8.33049720e+14 -6.89694634e+14\n", - " 2.22200442e+15 -6.81101702e+14 -6.62831069e+14 -7.21675759e+14\n", - " 4.88159094e+14 2.78715154e+15 1.05837920e+15 4.57841126e+14\n", - " -2.29785824e+15 -6.75953948e+13 4.17423638e+14 2.41941842e+14\n", - " -4.37728026e+15 -2.62595194e+14 -1.79558838e+14 -5.72337926e+14\n", - " 1.47117968e+15 -5.42844731e+14 -1.89688221e+15 -8.55143541e+14\n", - " -4.66269752e+15 1.27203245e+15 8.70064233e+14 2.14507934e+15\n", - " -2.12050880e+14 -4.12535219e+13 2.07613025e+15 6.33264929e+14\n", - " 3.27000200e+14 -1.02767850e+15 -3.34952214e+14 1.00385769e+14\n", - " -2.96592727e+14 2.13767872e+14 -6.46606060e+14 2.96279404e+15\n", - " 2.15244276e+15 -2.17948869e+15 -1.59968377e+15 1.89945817e+15\n", - " 2.60485102e+15 9.26668003e+14 1.06780494e+15 1.87897190e+15\n", - " -9.19143487e+14 1.01318347e+15 8.17496698e+14 -8.64217775e+13\n", - " 8.78208694e+14 2.68260101e+14 3.22450976e+14 7.09758805e+14\n", - " -3.57034437e+14 2.20391226e+15 1.40459195e+15 1.61581322e+15\n", - " 2.61719724e+15 1.16956506e+15 -6.12130887e+14 8.62660604e+14\n", - " -1.07596607e+15 -2.32866531e+14 5.35415231e+13 -1.25472860e+15\n", - " -9.42087239e+14 3.12672918e+15 -1.22840391e+15 -1.61783932e+14\n", - " -2.23136007e+15 -6.99586839e+14 -1.71058799e+15 -2.08954966e+15\n", - " 1.25514186e+15 -1.96062641e+13 -8.08381861e+14 2.81464721e+15\n", - " 1.03835345e+15 3.63048237e+15 -1.06907703e+15 -1.45881219e+15\n", - " 6.18775975e+14 7.73494014e+14 2.22838421e+14 -1.90470829e+15\n", - " 3.50517166e+14 -1.21367455e+15 1.44968204e+15 -3.28224863e+14\n", - " -1.28316552e+15 -1.83303440e+15 6.14037220e+14 2.32141559e+15\n", - " 1.25560181e+15 7.03600777e+14 9.80233642e+14 -1.98904529e+15\n", - " -3.03238731e+15 -3.11761304e+15 1.88320965e+15 7.92011292e+14\n", - " -1.31509821e+15 -5.73352788e+14 7.95811235e+14 -6.61512553e+13\n", - " -5.84329090e+14 1.78169346e+14 -1.17458161e+15 4.07207935e+15\n", - " -1.21819686e+15 -7.23584896e+14 1.81748088e+14 -3.68984688e+14\n", - " -7.32232630e+14 1.12067628e+15 -2.31139275e+15 -2.89105565e+14\n", - " 9.18349481e+14 -8.77144547e+14 -8.80502794e+14 -3.72827533e+14\n", - " -4.21201249e+14 -1.45980983e+15 1.27247581e+15 -5.17263100e+13\n", - " 1.52422799e+15 1.37932996e+14 1.40981144e+15 -2.20217997e+15\n", - " -2.24231890e+15 5.46818505e+14 1.53493571e+14 -1.37467894e+15\n", - " -1.59021655e+15 -2.39323101e+15 1.16947525e+15 5.29174688e+14\n", - " 2.07440012e+15 -5.48722295e+14 -1.05961144e+13 4.07250518e+14\n", - " -2.95236609e+15 2.59898013e+15 -1.17798128e+14 -9.07663397e+13\n", - " 2.06724071e+15 -1.78575925e+15 2.79084576e+14 7.47127786e+14\n", - " -2.43052722e+15 3.01710440e+15 -3.93688911e+14 -1.63637203e+15\n", - " 1.25284502e+15 -2.77530622e+15 -6.14963239e+14 -1.17909781e+15\n", - " -1.58328069e+15 -2.70748193e+14 1.27050707e+15 2.36824386e+15\n", - " 1.04553053e+15 1.94175455e+15 8.97906452e+14 2.29460988e+15\n", - " 8.66302370e+14 -1.19801348e+14 1.86707323e+12 -4.29191287e+13\n", - " 8.80392934e+14 -9.81671708e+14 -7.31073026e+13 2.60760429e+15\n", - " 1.17786205e+15 -1.83314790e+15 -1.91289887e+15 7.13319584e+14\n", - " 3.06719421e+13 -2.82100377e+14 9.78989502e+14 1.50687962e+15\n", - " 1.10237323e+15 1.81974784e+15 1.51081710e+15 1.52223476e+14\n", - " 7.18447895e+14 4.77540016e+14 -5.92338717e+14 2.69240089e+14\n", - " -3.78661752e+14 -3.38452945e+15 2.11617230e+15 9.36179786e+14\n", - " 5.89149923e+14 8.54039196e+14 -1.03358501e+15 -1.96700231e+15\n", - " -9.24163661e+14 1.40521730e+15 -2.06074755e+15 2.50674679e+15\n", - " 5.26268380e+14 1.92034352e+15 -1.81692656e+14 -1.12013446e+14\n", - " -3.09821316e+15 -5.70689819e+14 6.85155251e+14 -4.40591874e+14\n", - " 1.44034826e+13 -6.03432209e+14 1.69416625e+14 -1.33475279e+14\n", - " -7.39080365e+14 -1.09039420e+15 6.56487610e+14 -5.15724894e+15\n", - " -6.45590111e+14 -3.54727104e+13 1.25865851e+15 -2.62357263e+14\n", - " -1.02533371e+15 4.85354073e+14 6.85972045e+13 -5.55285265e+14\n", - " 5.24885777e+14 1.12166356e+15 5.38609994e+14 2.62132521e+14\n", - " -2.11340702e+14 7.58383039e+14 -1.33079877e+15 -1.02105892e+15\n", - " -6.82283591e+14 -1.27290069e+15 -9.43179650e+14 4.62616676e+13\n", - " 6.16171729e+14 6.31456232e+14 1.10113582e+15 -4.25226427e+13\n", - " 6.27937056e+14 -1.58295375e+14 2.65243473e+15 1.07490484e+15\n", - " 9.54096276e+14 5.34331986e+14 -8.20115915e+14 5.16300307e+13\n", - " 1.36679001e+14 -6.51799877e+14 -6.12094126e+13]\n", - "Found 3045 total galaxies in catalog for cluster 52451\n", - "[ 3.04693807e+15 7.07067008e+14 1.87915907e+14 ... -9.65256746e+13\n", - " 1.89603870e+14 2.65603224e+14]\n", - "Found 1697 total galaxies in catalog for cluster 51057\n", - "[ 7.28980276e+14 -3.73087099e+15 -4.87428420e+14 ... 4.88558592e+14\n", - " 8.94190415e+14 -4.07892435e+14]\n", - "Found 2968 total galaxies in catalog for cluster 14210\n", - "[ 7.91970374e+14 6.20359566e+14 1.15626788e+15 ... -5.68323675e+14\n", - " 4.03226077e+14 -2.12972159e+14]\n", - "Found 3194 total galaxies in catalog for cluster 33410\n", - "[-2.26554926e+15 -4.44020068e+14 9.36153893e+14 ... -8.34256174e+14\n", - " 3.08709511e+14 -6.68186244e+14]\n", - "Found 3816 total galaxies in catalog for cluster 78132\n", - "[-1.80128580e+15 -7.97308676e+14 2.68151324e+14 ... -5.75719005e+14\n", - " 3.92844454e+14 -7.02247444e+14]\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", - "Using single 2D shear calibration!\n", - "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 200603\n", - "Collecting data for cluster 0\n", - "Found 2851 total galaxies in catalog for cluster 11\n", - "[-3.04929547e+15 3.58125685e+14 3.34425660e+15 ... -4.50544427e+14\n", - " -1.14579928e+14 -4.62921605e+12]\n", - "Found 2456 total galaxies in catalog for cluster 827\n", - "[-1.33703882e+15 5.80446548e+14 -4.81580384e+14 ... -1.75084206e+14\n", - " -8.41406706e+14 5.36018298e+14]\n", - "Found 2413 total galaxies in catalog for cluster 1985\n", - "[-1.01339609e+15 -2.22736476e+14 -4.40678920e+13 ... -8.07182716e+14\n", - " -1.06925627e+15 9.91306476e+13]\n", - "Found 2346 total galaxies in catalog for cluster 1632\n", - "[-1.19264261e+15 -2.29808619e+15 -2.10041674e+14 ... -3.43920385e+14\n", - " -2.29902410e+14 7.11126982e+14]\n", - "Found 891 total galaxies in catalog for cluster 2453\n", - "[-9.61039928e+13 -7.67394904e+14 -1.43719223e+14 -8.22134461e+14\n", - " -2.90735736e+14 -4.93221770e+14 2.45026692e+14 -1.93210914e+15\n", - " -1.89443268e+15 5.83861530e+14 -1.14858122e+15 -2.43468498e+15\n", - " 3.18216393e+14 -1.23393815e+15 2.86750359e+15 1.98407861e+15\n", - " 2.16578425e+15 -7.47102584e+14 -3.08259379e+15 1.04433379e+15\n", - " 1.76687222e+15 -7.66530205e+14 3.04549404e+15 1.28145207e+15\n", - " 9.73727917e+14 2.04229355e+15 5.70245086e+14 -1.79868550e+14\n", - " -7.16426904e+14 4.96627755e+15 2.18333092e+15 6.14631093e+14\n", - " -7.02431550e+14 -5.33236840e+14 8.85895442e+14 -4.75481875e+15\n", - " 2.79294809e+15 6.51824220e+15 -3.44246822e+15 -1.27476972e+15\n", - " 8.60152329e+15 1.72866376e+15 -2.66049176e+15 -1.66133025e+15\n", - " -1.38791323e+14 -1.50850604e+15 5.80586154e+14 6.51746223e+14\n", - " 1.45400749e+15 4.14502361e+15 -5.45506875e+14 1.55249336e+15\n", - " -5.58254640e+15 -1.92099858e+15 -1.41928309e+15 3.22864659e+14\n", - " 2.67830655e+15 -1.35290616e+15 2.54281157e+15 -6.00954536e+15\n", - " 7.31925225e+15 -2.23807212e+15 -8.38892539e+14 2.31049737e+15\n", - " -1.19816534e+15 -3.74325690e+14 -7.98590052e+15 -9.05076715e+14\n", - " -4.44137724e+14 1.22238275e+15 1.74618337e+15 -2.53521733e+14\n", - " 1.04340278e+15 4.46832601e+15 -2.76217491e+15 1.24757697e+14\n", - " -3.78332561e+15 -2.30163099e+14 7.74383910e+15 1.36945404e+14\n", - " -2.98267553e+15 -2.83898073e+15 8.02315406e+14 2.17431525e+15\n", - " 1.58130606e+14 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-3.23563771e+14 -2.89894436e+15\n", - " -2.90402274e+14 5.59153315e+14 1.45705887e+14 -2.10788275e+14\n", - " 6.10550063e+14 1.86927613e+14 3.31809619e+14]\n", - "Found 3782 total galaxies in catalog for cluster 2678\n", - "[ 9.25944092e+14 -1.88387943e+14 1.91406216e+15 ... 5.15689713e+14\n", - " -2.05381872e+14 3.60051216e+14]\n", - "Found 1069 total galaxies in catalog for cluster 4643\n", - "[-5.99630745e+13 -7.36530050e+14 2.36650839e+14 ... 1.95681960e+13\n", - " -2.83152979e+14 1.11416530e+15]\n", - "Found 432 total galaxies in catalog for cluster 5084\n", - "[-5.15901487e+14 1.17142820e+15 -5.82578956e+14 -1.38432340e+15\n", - " -1.39679767e+14 7.19948795e+14 -6.83185214e+14 -1.25042296e+13\n", - " 1.56953218e+15 -1.30269512e+14 3.00169261e+14 4.88160414e+12\n", - " -4.54343393e+15 -1.18176245e+15 -1.67578529e+15 2.12006805e+15\n", - " -4.08701942e+15 -9.09413912e+15 2.71568862e+14 4.84152276e+15\n", - " -2.06626547e+15 -5.99072528e+14 5.97204342e+14 1.00159122e+15\n", - " 5.40954505e+15 3.00027873e+14 -6.35487576e+14 -2.13133405e+15\n", - " -6.38313336e+14 6.49081957e+15 1.33458525e+15 -2.72701761e+15\n", - " -2.03551424e+14 2.44767416e+15 2.03212715e+15 -8.51492266e+14\n", - " -5.73593096e+15 2.01841519e+15 -2.20554086e+15 4.18610703e+14\n", - " -4.23650801e+14 2.21816217e+15 6.20406881e+14 1.50206083e+15\n", - " -2.54962453e+15 8.43501008e+12 -1.31374189e+14 5.91765058e+15\n", - " -6.14085344e+15 -4.75441240e+14 -5.11006951e+15 1.49314128e+15\n", - " -5.74678991e+15 1.23005028e+15 -6.28620248e+14 7.53364476e+15\n", - " 1.65377922e+15 5.00341493e+14 9.53580226e+14 -6.56735959e+15\n", - " -1.68220493e+15 -1.78629458e+15 6.58981296e+15 -2.73866058e+15\n", - " -5.42392945e+15 -2.14153047e+15 -2.07268244e+15 -4.74128775e+15\n", - " 8.84364026e+14 -1.57013163e+15 3.46594797e+15 1.48384352e+15\n", - " 1.31731791e+15 4.77787781e+15 -4.38462338e+15 2.53359983e+15\n", - " -4.16829196e+15 4.94253133e+14 2.94845031e+15 -4.68482027e+15\n", - " -2.90604490e+15 -1.60265388e+15 2.82378338e+15 2.75676101e+15\n", - " -5.01903093e+14 3.57873309e+15 -4.60873973e+15 -1.24552792e+15\n", - " -6.08167162e+15 -3.32749667e+15 -2.57489844e+15 7.46613580e+13\n", - " -4.04219881e+15 3.51772382e+15 -3.68701813e+15 7.77632013e+14\n", - " -5.47089063e+14 3.93537610e+15 -2.30952735e+15 -4.27426658e+15\n", - " 9.27766882e+13 3.37851842e+15 -1.34251359e+15 3.29700128e+15\n", - " -1.23350615e+15 6.35981434e+15 9.89177345e+14 -2.98655473e+14\n", - " -3.30505750e+14 8.81298933e+14 3.57613572e+15 -5.98283214e+14\n", - " -1.61188455e+15 -2.36347299e+14 -1.79160088e+15 -3.36122693e+15\n", - " 7.31400455e+15 2.41956856e+15 3.99765442e+15 -5.66064399e+15\n", - " -8.41026718e+14 -1.51561768e+15 2.56587007e+15 -2.18788506e+15\n", - " 2.73629619e+15 1.29958687e+15 4.55866671e+15 1.18101934e+14\n", - " 4.35343308e+15 7.08147418e+14 4.62196897e+14 -6.90247737e+15\n", - " 7.59026683e+14 -3.87295570e+15 -2.92656219e+14 -3.85606099e+15\n", - " -3.53783182e+15 -2.29787583e+15 -1.39273408e+15 -3.17720245e+15\n", - " 3.21630355e+15 -2.91882203e+15 1.74279887e+15 -2.37021906e+15\n", - " 7.22841233e+14 3.77532382e+14 1.80074415e+15 -3.64116188e+14\n", - " 1.28560855e+15 -1.36095067e+15 6.58110276e+14 7.46784722e+14\n", - " -1.76135916e+15 1.28189007e+15 -1.53279147e+15 -3.02732467e+15\n", - " 1.88680297e+15 4.75873967e+15 -3.11763476e+15 -1.13986327e+14\n", - " -1.57930691e+15 1.78820640e+15 -8.88293065e+14 -1.18653215e+15\n", - " -1.22444689e+15 3.82270558e+15 2.16797704e+15 -1.11308935e+15\n", - " 2.13509785e+14 8.87945894e+14 -2.83871003e+15 -4.40436949e+15\n", - " 1.91556312e+15 8.38658131e+14 3.01353302e+14 1.04964051e+15\n", - " -2.22038317e+15 6.30789305e+14 2.05916481e+15 3.12404758e+15\n", - " 2.74174348e+15 -3.76128730e+15 2.01698483e+15 -4.96740100e+14\n", - " -9.79742998e+14 7.58511586e+15 -2.92037974e+15 -1.64953727e+15\n", - " -2.38698055e+15 -1.55954023e+15 -4.01866698e+15 7.38442557e+15\n", - " -2.29876092e+14 -6.61905051e+14 1.22648329e+15 -1.69936002e+15\n", - " -7.13624769e+14 -1.90332642e+15 -1.58065886e+15 7.64765074e+14\n", - " -9.99972753e+14 6.04872495e+14 8.77827738e+14 1.26267601e+14\n", - " -3.17510164e+15 -3.57176311e+15 -2.45926951e+14 4.91173000e+14\n", - " -1.38463976e+14 2.11423243e+15 3.24845997e+15 2.27662673e+15\n", - " -5.19092437e+14 3.50085368e+14 -1.71460702e+15 -1.30911972e+15\n", - " 2.64560141e+15 1.18012733e+15 2.58562096e+15 -4.58593012e+15\n", - " 1.07981875e+15 -4.58600369e+15 -2.92982035e+15 -4.78472387e+15\n", - " 1.73997524e+15 -1.46995949e+15 4.72596536e+14 -3.34917847e+14\n", - " -2.26777384e+14 -1.37460822e+15 -9.35259527e+14 1.38566258e+15\n", - " -7.72099738e+14 -1.57834205e+15 -3.66141173e+15 2.41528298e+14\n", - " -3.94592432e+14 1.44930947e+15 1.15728851e+15 4.46839290e+14\n", - " 8.00040101e+14 3.63779170e+15 7.01409245e+14 2.30333140e+15\n", - " -2.03840729e+14 -2.20652400e+15 -1.66005712e+15 2.92769861e+13\n", - " 3.13893528e+14 -7.38509846e+14 2.45611336e+15 8.30851037e+14\n", - " -3.27142446e+14 -2.32072878e+14 2.59501271e+14 -2.02684689e+14\n", - " 2.87041068e+14 1.84141466e+15 2.55115524e+15 6.26129921e+14\n", - " 8.09249765e+13 -4.79337100e+14 -3.35078644e+14 -1.13140609e+15\n", - " 2.97499528e+14 2.30369841e+15 9.59882972e+14 -5.41151143e+14\n", - " -4.22865423e+14 1.59064249e+14 -1.33916013e+15 4.20759663e+14\n", - " -1.87034434e+14 3.00769756e+15 1.50089061e+15 1.45878941e+15\n", - " 1.51022046e+15 -2.42061025e+15 -9.11990304e+14 -1.16869453e+15\n", - " -3.64460496e+14 -1.46214458e+15 9.95917386e+14 1.84370973e+15\n", - " 1.61191523e+15 2.67572361e+15 2.08151228e+15 6.17833917e+14\n", - " 2.77000871e+15 -2.53826455e+15 9.36006933e+14 -2.24931513e+15\n", - " 3.04811189e+14 8.23339520e+14 7.31658094e+14 -6.98643896e+14\n", - " 6.68545663e+14 -5.11585204e+14 1.51436068e+14 8.28988759e+14\n", - " -9.45031274e+14 -1.19527432e+14 1.66665442e+14 -1.06184994e+15\n", - " 1.82325601e+15 -2.45382063e+15 5.39916306e+14 5.05105105e+15\n", - " 6.55859293e+14 -9.69691447e+14 1.52805828e+15 -1.51034309e+15\n", - " -3.10074770e+14 -2.60686900e+14 9.47399235e+14 -1.10513995e+15\n", - " -9.60395703e+14 -1.51495784e+15 5.98104706e+14 -3.09768668e+15\n", - " -1.28030683e+15 1.03149516e+15 3.22173443e+14 1.92028186e+15\n", - " -1.53492480e+15 -2.36350128e+15 -2.36617553e+15 -1.94319900e+15\n", - " 4.02420076e+14 -1.41598583e+15 -5.95477209e+14 -1.36805815e+15\n", - " 1.51610377e+15 -2.76220987e+14 -2.13731697e+15 6.32469568e+14\n", - " 7.29731995e+14 1.52773155e+15 -2.01556932e+15 4.01856561e+14\n", - " -9.97949155e+14 4.36314421e+14 -2.70537723e+14 -3.77778760e+14\n", - " 8.82907710e+14 4.96418148e+15 4.55107251e+14 -1.85607406e+15\n", - " -5.14789157e+14 8.47084019e+14 2.88566735e+15 -1.56155696e+15\n", - " 1.10001976e+15 2.10085329e+15 1.09229599e+15 -1.19195671e+15\n", - " -1.21793207e+15 1.29871352e+15 1.86721407e+15 -1.78226153e+15\n", - " 1.36578500e+15 1.86855221e+15 1.02627173e+15 -2.79908201e+15\n", - " 1.81978380e+15 3.40409141e+14 -1.01129158e+15 8.85859388e+14\n", - " -1.99735549e+15 -2.94171854e+14 -8.46105077e+14 2.64722808e+14\n", - " 5.14257675e+15 1.15586899e+15 -2.46504825e+15 1.44058140e+14\n", - " 9.03646150e+14 -3.45794941e+14 -1.00300474e+15 1.35846633e+15\n", - " 2.45443722e+13 -1.24317622e+15 4.71165345e+14 -1.15106149e+15\n", - " 2.06319282e+15 3.51437571e+15 -3.45357969e+15 -7.09353223e+14\n", - " 7.94842479e+14 -1.72744655e+14 1.59566293e+15 7.89181732e+14\n", - " -7.87030466e+14 -6.63350873e+14 1.96211926e+14 3.21757749e+15\n", - " 7.96268696e+14 -1.19901843e+14 -4.02021719e+14 1.89065923e+15\n", - " -5.33385428e+14 -4.80253561e+14 -9.45903991e+13 1.96828060e+15\n", - " -2.79331144e+13 -2.78711018e+14 -5.93826545e+14 3.22537925e+14\n", - " 1.78621381e+15 -4.50335588e+14 -5.99328759e+13 5.79517759e+14\n", - " -1.00814868e+15 1.40240961e+15 -9.86918021e+14 3.08146990e+14\n", - " -2.29900348e+15 -5.77319943e+14 -9.40411054e+14 1.38990429e+15\n", - " -6.86808690e+14 5.89611592e+14 -4.10960280e+14 4.38114217e+12\n", - " 1.75718365e+15 -4.28775905e+14 1.66450018e+14 -1.30672418e+14\n", - " 1.22471521e+15 -2.26846335e+14 -1.49107848e+15 1.04019695e+15]\n", - "Found 2149 total galaxies in catalog for cluster 4434\n", - "[-3.58023393e+14 1.30607695e+15 -1.08175630e+15 ... -8.69230062e+14\n", - " 1.37952325e+15 -7.48411916e+14]\n", - "Found 1830 total galaxies in catalog for cluster 3939\n", - "[-4.44881446e+14 -1.09379331e+15 -8.99975438e+14 ... -3.87649513e+14\n", - " -7.13205168e+13 2.32983673e+13]\n", - "Found 4496 total galaxies in catalog for cluster 6139\n", - "[-1.14152640e+15 2.16065938e+15 -1.91014153e+14 ... 5.50144037e+14\n", - " 1.37525512e+14 4.45825489e+14]\n", - "Found 1511 total galaxies in catalog for cluster 4709\n", - "[-8.77950940e+14 -1.02066315e+15 -2.51338506e+14 ... -1.30756040e+14\n", - " -5.27086192e+14 -7.24151444e+14]\n", - "Found 3903 total galaxies in catalog for cluster 7121\n", - "[-7.24692277e+14 -4.09548471e+15 -1.10981752e+15 ... -3.99494831e+14\n", - " -1.92432930e+14 6.87788183e+14]\n", - "Found 3294 total galaxies in catalog for cluster 8547\n", - "[-7.94004692e+14 -3.47063827e+15 -1.05108819e+15 ... -5.59177887e+14\n", - " -1.57847543e+14 5.30097072e+14]\n", - "Found 819 total galaxies in catalog for cluster 8685\n", - "[-8.69700884e+13 2.19842138e+14 1.17135093e+15 -1.92833768e+15\n", - " 4.41988934e+14 -5.97902411e+14 1.37330315e+15 6.09548427e+12\n", - " 4.78023811e+14 -6.46448357e+14 -4.08069547e+14 -1.15437029e+15\n", - " 7.08067855e+14 -1.12711077e+15 -2.21054985e+14 -5.16527750e+14\n", - " -4.35538506e+14 2.65539436e+14 1.11606312e+15 4.97713185e+15\n", - " 4.36102639e+14 -4.36169169e+15 2.08239337e+15 1.70196241e+15\n", - " 1.58450890e+15 -5.65309990e+14 -1.87851331e+15 -3.03325844e+15\n", - " -2.38537973e+15 1.19866031e+15 7.06944067e+14 -7.38666977e+14\n", - " 6.34815566e+14 -5.68003011e+14 1.27661571e+15 -4.07141470e+15\n", - " -5.62504059e+15 -1.80537329e+15 2.90267626e+14 1.24729637e+14\n", - " 6.76523583e+15 7.10343820e+13 2.53964561e+15 -4.71507411e+14\n", - " -1.10172839e+16 9.54211381e+14 1.33943829e+15 -2.69529039e+15\n", - " 1.12619980e+15 1.00496631e+15 2.87583636e+14 3.76133370e+14\n", - " -1.16124799e+13 -5.37230542e+15 2.42790667e+15 -1.84471469e+14\n", - " 1.20737058e+15 8.88581571e+14 1.29685758e+14 7.00135159e+15\n", - " 2.34593956e+14 1.40175358e+15 -2.12323359e+15 -4.28835492e+14\n", - " 1.19010851e+16 6.98169550e+14 -1.25951120e+16 7.42961267e+14\n", - " 9.42340008e+14 -1.96489962e+15 -3.90030828e+15 -1.27761761e+15\n", - " 6.77396817e+14 1.27810007e+15 4.37438979e+15 -1.11890464e+15\n", - " 3.58712254e+15 -8.98242125e+13 3.23930742e+15 -3.51111630e+15\n", - " 2.54623923e+15 7.58654857e+14 -2.90412993e+15 -2.87819091e+15\n", - " -2.77660334e+15 1.94180533e+15 6.70328138e+15 -4.49463555e+15\n", - " -4.43106083e+15 -8.21296125e+14 -6.40205546e+15 -5.07084590e+14\n", - " 3.96669607e+15 1.97289365e+15 3.32635207e+15 2.41620529e+15\n", - " -1.32395085e+14 9.32212699e+14 -9.21971685e+14 2.22022479e+15\n", - " -3.69562071e+15 -1.21132891e+15 -5.48051395e+15 -1.83399696e+15\n", - " 2.43866643e+15 -3.20708003e+15 -3.11173893e+15 9.63092412e+14\n", - " 2.91785204e+15 3.35762483e+15 2.40070344e+15 1.70692392e+15\n", - " -1.11680096e+15 -1.85505720e+15 7.58744736e+15 9.91550368e+13\n", - " 4.59962542e+15 -3.42146046e+13 3.78247423e+15 2.87032698e+15\n", - " 5.75961737e+15 -2.95901205e+15 1.91101569e+15 6.63734132e+15\n", - " 2.27810617e+15 -1.69592223e+15 2.19756121e+15 -3.43999319e+15\n", - " 7.51459410e+15 3.41266727e+14 5.18306768e+15 -1.88021847e+15\n", - " -3.11951399e+15 1.70170567e+15 -5.48461984e+15 -5.97968889e+15\n", - " 6.74614582e+14 -1.69054742e+15 -2.95527109e+15 -2.04267810e+15\n", - " -7.56831387e+15 2.60418474e+15 1.49439854e+15 -5.36918255e+14\n", - " -4.77116137e+15 -5.28109760e+15 -6.20624144e+14 -5.24905305e+13\n", - " -1.37812983e+15 6.41527591e+14 -8.70962952e+14 -1.24371290e+15\n", - " -5.87728300e+14 -8.86614171e+14 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-1.00574601e+15\n", - " 8.67307423e+14 -1.07510398e+15 5.55686885e+15 -5.78259220e+14\n", - " 3.31632424e+15 2.75489536e+14 -4.96517757e+14 -5.50582004e+14\n", - " -2.47683389e+15 -3.52444445e+14 -1.19066967e+15 5.34988371e+15\n", - " 3.86105268e+15 1.07683935e+15 1.74156142e+15 3.53730397e+15\n", - " 7.05569080e+15 5.25418328e+15 -4.03426589e+14 3.92094537e+14\n", - " 2.09191774e+14 -4.73405594e+15 9.74793936e+13 6.81434649e+13\n", - " 4.22378354e+15 -1.71211312e+15 -2.16769887e+14 -5.58663493e+14\n", - " 2.87226684e+15 1.34215974e+15 1.54459609e+15 -1.52931879e+15\n", - " 6.87458187e+14 7.71014829e+14 1.91055605e+14 -1.14211966e+15\n", - " 2.01130165e+15 7.28756808e+14 -2.66562231e+14 9.90328038e+14\n", - " 2.01631783e+15 1.99998613e+15 3.20897657e+14 -2.91654658e+15\n", - " -4.89884972e+14 6.94615446e+14 -5.93750540e+14 -2.90232665e+15\n", - " 2.36297987e+14 -1.18389690e+16 2.12367171e+15 5.12214080e+15\n", - " -1.58060239e+15 -2.27998204e+15 2.39225369e+15 -1.38441024e+15\n", - " 1.28208757e+15 2.09306936e+14 -1.01214199e+16 -3.42115993e+15\n", - " 2.32105310e+15 -4.71068446e+14 -3.44675537e+14 -1.82635415e+14\n", - " -4.51215397e+14 3.01697243e+15 7.77862027e+14 3.88180412e+14\n", - " -1.57677861e+14 6.70344967e+13 -1.78820552e+15 -3.38329869e+15\n", - " -3.73676012e+15 -2.06796163e+14 -3.55683130e+14 -6.09836133e+14\n", - " 3.00495177e+13 -7.95666964e+14 3.52375655e+15 -1.46593566e+14\n", - " -1.02547387e+15 3.01530577e+14 -2.07571051e+14 -1.50256827e+15\n", - " 1.83366044e+15 -1.75401408e+14 -3.48883942e+15 2.21269141e+15\n", - " 2.62563435e+15 -1.95339172e+15 1.82696309e+15 -1.01672090e+15\n", - " -1.79601203e+14 -1.60655307e+15 -3.15707813e+15 -4.44677942e+15\n", - " 1.75625685e+15 -2.67098214e+14 -3.13201040e+15 -1.01375241e+15\n", - " 4.46894658e+15 -2.00555344e+15 -5.22739008e+14 1.02397463e+15\n", - " 1.24159104e+15 3.05965306e+15 -3.89747196e+15 1.76566559e+15\n", - " -1.18283655e+15 -1.33346814e+15 2.45094578e+15 1.90385805e+14\n", - " 1.45971876e+15 -2.52088399e+15 3.41840339e+15 1.51590365e+15\n", - " 1.53697216e+15 2.01130565e+15 8.60147057e+13 -1.59535081e+15\n", - " 3.52922890e+15 1.32135786e+15 -2.66468629e+15 -1.34733356e+15\n", - " -2.12444775e+15 -2.41438400e+15 -1.46062669e+15 7.16376258e+14\n", - " 3.62039646e+13 -9.66920408e+14 1.52582250e+15 -3.33431572e+14\n", - " 2.64130398e+15 1.65044742e+15 -8.52500818e+14 4.94430292e+15\n", - " 2.54591866e+15 1.81704979e+14 2.49018821e+15 1.02208062e+15\n", - " -9.21755838e+13 -1.37711043e+15 -2.03720198e+14 -4.57016608e+14\n", - " 1.24040266e+15 -3.48160733e+14 1.42892473e+15 -1.95815307e+15\n", - " -2.89752150e+15 -1.51373429e+15 1.35980795e+15 -4.18379601e+15\n", - " 8.23798626e+14 1.31473197e+15 -1.78405655e+15 -1.34616058e+14\n", - " -9.45091334e+14 -5.46427346e+14 1.26334711e+15 -4.57083684e+15\n", - " -8.75718878e+14 1.01184736e+15 9.66667449e+14 -4.33270902e+14\n", - " 4.34809077e+14 1.52544321e+15 1.24093343e+15 1.36911839e+15\n", - " 2.14910825e+15 -1.23437775e+15 -3.46657128e+14 2.73704769e+13\n", - " 1.03496870e+15 1.71487823e+15 -1.16002785e+15 -5.22887986e+14\n", - " -4.44239263e+14 -3.31690432e+15 4.59532181e+14 -4.86166864e+14\n", - " 2.16755039e+15 -2.13394776e+13 -2.88362658e+15 -4.90815283e+14\n", - " 8.17025572e+14 -1.31126834e+14 -5.23699799e+14 -3.19420178e+15\n", - " -1.97721976e+15 1.05464024e+15 1.71956499e+15 -7.16692047e+14\n", - " 3.62407526e+15 9.58399689e+14 -3.10623606e+14 -1.25714350e+15\n", - " -3.15814923e+15 -6.36466429e+15 3.09074682e+15 -5.15060294e+14\n", - " 6.85075241e+14 -3.96498333e+14 2.36566663e+15 -2.54272544e+15\n", - " 5.01737123e+14 -1.13841022e+15 -2.13048344e+15 2.13196326e+15\n", - " -7.29877828e+14 -8.36248384e+14 9.92552258e+14 -3.99094192e+14\n", - " -4.38619109e+14 6.15093111e+13 1.94642883e+14 -1.64300678e+15\n", - " -2.19336227e+15 -2.89540554e+14 -2.05110639e+15 -7.88468620e+13\n", - " 1.08400736e+15 5.20560713e+13 1.82997640e+15 6.83838265e+13\n", - " -3.38735235e+14 4.41017439e+14 -5.96307787e+14 -2.81789553e+15\n", - " 1.14771207e+15 4.85642409e+14 -2.08561912e+15 7.23230244e+14\n", - " 4.93262507e+15 5.09781167e+14 5.40515727e+13 -2.10198218e+15\n", - " 4.38653075e+14 2.25104805e+14 -4.45528066e+15 2.18664967e+15\n", - " 6.94664806e+14 3.51976789e+15 9.10430559e+14 3.09612154e+14\n", - " 2.31108398e+15 -1.19812351e+15 5.85040866e+13 2.88927005e+15\n", - " -2.22211727e+15 1.66260115e+15 9.73150305e+14 -1.00511798e+15\n", - " 4.54385084e+14 1.56329529e+15 7.00909578e+14 2.98606842e+15\n", - " -8.87553161e+14 -2.41131898e+15 -6.45502497e+14 -2.33560906e+15\n", - " -1.95677936e+15 -9.36257832e+14 9.63756762e+13 -3.77950631e+15\n", - " -6.91598268e+14 2.36438733e+15 1.35619004e+15 2.41894308e+15\n", - " -3.54565813e+14 -5.11072275e+14 2.38577834e+15 -5.61607921e+14\n", - " 2.56110295e+15 1.57892518e+15 2.44938289e+15 -9.69437368e+14\n", - " -8.61751272e+14 -1.89106110e+15 -5.86054833e+14 -1.67783313e+15\n", - " -6.22830669e+14 1.00912740e+15 -1.59179710e+15 4.51252187e+14\n", - " 2.70134647e+14 8.08038184e+14 -1.91427067e+14 1.01720608e+15\n", - " 2.12820822e+14 8.82100116e+14 1.57764135e+15 -1.37010567e+15\n", - " 1.79092111e+15 -2.84580428e+15 -1.31676338e+15 2.54969035e+15\n", - " 1.11006175e+15 -3.01020254e+14 -3.22133315e+14 -4.91758422e+14\n", - " -2.22384366e+15 -1.32296932e+15 1.32759711e+15 -8.25901082e+14\n", - " -9.42364671e+14 -1.50570186e+15 -5.43380826e+13 -1.48090513e+15\n", - " -6.88754943e+14 3.14120380e+15 4.28485715e+14 -1.22645838e+15\n", - " -3.82763771e+14 5.07076082e+15 -6.07100682e+13 1.88666626e+15\n", - " -1.29672749e+15 -2.25022991e+15 6.26730396e+14 -3.33408444e+13\n", - " 2.46908451e+15 3.02514463e+15 9.73959294e+14 -2.06759435e+15\n", - " 4.13626763e+14 3.95533191e+14 -2.58961493e+15 2.98695890e+14\n", - " 2.13833706e+15 -2.67207671e+15 3.92187970e+14 -1.29940547e+15\n", - " -1.09530787e+15 8.59388453e+14 -2.43012885e+14 3.25282135e+14\n", - " -1.60290994e+15 1.20196805e+15 -1.55538707e+15 1.80916827e+15\n", - " -6.54223266e+15 8.23587753e+14 1.09913209e+14 -3.82800552e+15\n", - " 5.96348589e+14 -1.04924274e+15 4.44927313e+14 2.43886857e+15\n", - " -2.24228186e+15 1.59002445e+15 -8.90567277e+14 2.04894122e+15\n", - " 1.01837163e+15 -3.27600758e+15 -1.32405763e+15 -2.00742905e+14\n", - " 1.48747246e+15 -5.30029573e+14 2.74905978e+15 -2.56618708e+14\n", - " 1.48411613e+15 8.60127375e+14 -9.34770077e+14 -1.23282873e+15\n", - " -1.10592325e+15 1.80133715e+15 1.69344276e+15 -5.20914982e+15\n", - " 1.04389535e+15 2.39152816e+14 2.34454139e+15 -7.43766935e+14\n", - " 1.60878951e+14 2.24963714e+15 -1.65367777e+15 8.97158873e+14\n", - " 1.36653859e+14 -1.06349068e+15 1.00511937e+15 1.82498876e+15\n", - " 2.46656342e+15 -2.11587649e+15 -4.02270905e+14 -2.74124985e+14\n", - " -1.10138426e+15 1.25275970e+15 4.25603035e+14 2.08791885e+15\n", - " -6.73608903e+13 2.89436056e+15 2.26574299e+15 -3.27881423e+15\n", - " -2.13297729e+15 3.96567959e+15 2.72980120e+14 7.42589692e+14\n", - " 1.20632613e+15 6.37809063e+14 -5.13529273e+13 2.30359651e+15\n", - " -7.11875524e+14 -4.26137280e+15 3.26373173e+15 8.34768834e+14\n", - " 2.39837183e+14 -2.03031191e+15 -2.04028547e+15 3.04270062e+15\n", - " -1.21232919e+15 1.12373649e+14 1.29919242e+14 -3.39558254e+15\n", - " -7.57355490e+14 -2.37317261e+15 1.63634230e+15 1.15883489e+15\n", - " -3.42720122e+15 -4.10973069e+14 -2.36978479e+15 9.72527146e+14\n", - " 5.60152439e+15 5.37602395e+14 4.09139968e+14 -3.28453836e+15\n", - " -3.60457525e+15 -3.21689187e+15 2.20886947e+15 1.31082513e+15\n", - " -9.62978681e+14 -1.41829559e+15 2.39892672e+14 2.54940281e+15\n", - " -7.99548345e+14 5.54784664e+14 -6.15070093e+14 -1.38416323e+15\n", - " 1.85917311e+15 -1.28645975e+15 4.49125686e+14 -4.60683681e+14\n", - " -1.86716661e+15 -5.44757373e+15 -3.36880759e+14 4.75599453e+14\n", - " -8.03407441e+14 6.76409695e+14 -1.94060444e+14 9.42323485e+14\n", - " 2.19110154e+15 2.69611589e+13 -2.45557242e+14 -2.13186499e+14\n", - " -1.30685095e+15 -7.35522388e+14 -2.63042596e+15 -2.03025132e+15\n", - " -1.13992496e+15 -1.40480899e+15 2.31709276e+15 -1.19758150e+15\n", - " 1.39409638e+15 -1.87372095e+15 -1.95502858e+15 5.33298130e+14\n", - " 1.28992695e+15 3.94704910e+14 8.08459282e+14 2.40488267e+15\n", - " -1.23346760e+15 -2.96136130e+14 1.43339532e+15 9.01218896e+14\n", - " 1.69990780e+14 1.21452996e+15 2.50094724e+15 -3.87647353e+15\n", - " 1.52504774e+15 -1.15021502e+15 3.06192573e+14 1.08062586e+14\n", - " -3.22486390e+14 1.22237993e+15 9.42361598e+14 -9.05108573e+14\n", - " 9.18599362e+14 6.01072656e+14 -2.23949867e+14 -3.28539759e+15\n", - " 2.39765677e+15 8.66624333e+14 1.96303151e+15 4.00576019e+14\n", - " 1.66600693e+15 2.89202217e+14 4.60826006e+14 9.47445574e+14\n", - " 7.78365028e+14 2.65383541e+14 -4.47005201e+14 4.79797846e+14\n", - " -5.61996312e+13 -1.19979182e+15 7.36577238e+13 1.04870009e+15\n", - " 7.85071039e+14 7.62417573e+14 1.07534288e+15 -1.30507377e+15\n", - " 1.50322929e+14 -1.06236569e+14 2.33603358e+14 6.94028114e+14\n", - " -4.56371691e+14 -1.33689376e+15 5.95425659e+14 2.80969693e+14\n", - " -1.05044396e+15 -1.13942973e+15 -3.86187943e+14 -7.17835578e+14\n", - " -5.80713424e+14 -1.49761727e+15 8.63280837e+14 8.06397649e+14\n", - " 2.51443959e+15 -6.60445000e+14 -5.92992005e+13 -1.88576082e+14\n", - " -2.29324039e+14 -1.62610977e+15 2.18643149e+14 3.24046033e+14\n", - " 1.16909634e+15 1.08038097e+15 -4.80457892e+14 2.32274745e+14\n", - " -3.18922196e+14 2.59692803e+14 2.98084365e+14 2.50814913e+14\n", - " -8.38591568e+14 -1.84057301e+14 -6.19944997e+14 -1.45881190e+15\n", - " 2.55468327e+14 -1.33187485e+14 8.25177850e+14 3.69597471e+14\n", - " 1.32057484e+14 1.21314576e+15 8.86641017e+14]\n", - "Found 626 total galaxies in catalog for cluster 8995\n", - "[-6.81421407e+14 -6.78131153e+14 1.09081744e+15 8.68477306e+14\n", - " 1.15290118e+15 1.79202973e+14 5.38153343e+14 -1.01196924e+12\n", - " 7.06103116e+14 -1.14362223e+16 2.13259006e+15 5.77405564e+14\n", - " -2.22498618e+15 -3.12580357e+12 -1.12357406e+15 2.26188570e+15\n", - " -7.37593956e+13 -5.03350514e+15 1.25013839e+14 2.95544462e+15\n", - " -1.41003121e+15 7.83353883e+14 -2.28311482e+15 -5.64101499e+15\n", - " -8.17283351e+14 -2.23812214e+15 -2.65149094e+15 -5.88321883e+15\n", - " -3.74142490e+15 -2.69264024e+15 -3.09086226e+15 3.41756769e+15\n", - " -1.92080018e+15 -1.78835920e+15 1.36073722e+15 2.85926986e+15\n", - " 8.06536230e+15 2.50730489e+15 1.91472746e+15 9.85213781e+14\n", - " -1.30102234e+15 -1.58154310e+15 -7.43456894e+14 1.74391731e+15\n", - " 1.32154824e+14 -2.44987231e+14 -5.23366279e+14 -8.58801931e+14\n", - " -9.51457499e+14 6.47617982e+14 1.66574543e+15 -3.44502533e+14\n", - " -7.70675451e+15 -2.77764602e+15 7.29350552e+15 3.99226568e+15\n", - " 3.80559298e+15 3.70695901e+15 -5.07810416e+14 1.73409056e+15\n", - " -1.55980612e+14 -1.39536850e+15 3.78537049e+15 7.99913429e+14\n", - " 3.57676629e+15 -2.32787036e+14 1.30664870e+15 3.47227302e+14\n", - " -3.83582809e+15 -3.24665969e+13 -1.24430910e+15 1.65338366e+15\n", - " -2.72065647e+15 7.19415608e+14 1.60210549e+15 -2.44914643e+15\n", - " 1.58250120e+15 1.23719295e+15 -1.25950622e+15 4.20207355e+15\n", - " 2.52473379e+14 5.92211201e+13 3.22092785e+15 1.51109448e+15\n", - " 1.48037547e+15 1.32742625e+15 -7.10581540e+15 2.45101772e+15\n", - " -2.08124198e+15 -6.51722728e+15 -1.51547912e+15 -2.44737353e+15\n", - " 1.68638564e+15 9.33533806e+14 3.86539482e+15 2.92326279e+14\n", - " -3.37143796e+15 1.19051057e+15 -1.27396611e+15 2.26795350e+15\n", - " -4.22510122e+15 -1.50258592e+15 -6.15347433e+15 -2.25358678e+15\n", - " -6.91657688e+14 -1.99840239e+15 -1.86863020e+14 1.84278486e+14\n", - " -1.81254303e+15 -7.84076649e+13 -9.60542101e+13 3.25169685e+14\n", - " -9.65885161e+14 4.62024358e+15 1.69440428e+15 2.51196556e+15\n", - " 2.02164882e+15 7.06060693e+14 -1.77389127e+15 6.78452996e+14\n", - " 2.72383110e+15 1.04636368e+15 2.91958018e+15 2.55637418e+15\n", - " -1.10980259e+15 3.31690151e+15 -8.38225508e+14 -1.81800488e+15\n", - " 1.45473938e+15 -4.20593383e+13 1.48851977e+15 2.45304777e+15\n", - " 1.30813770e+15 -1.66322020e+15 -5.21648389e+13 -2.95442296e+15\n", - " 2.00792722e+15 1.12214861e+15 1.24423253e+15 -1.38877015e+15\n", - " 1.34401163e+14 -1.06123087e+15 1.59453064e+15 1.00450754e+15\n", - " -3.26246902e+14 2.70622099e+15 1.28385675e+14 3.45208256e+15\n", - " 2.50340552e+15 3.23300856e+14 1.79153176e+15 -3.51836630e+15\n", - " 1.10506060e+14 -9.48599308e+15 1.17969819e+15 1.01074741e+15\n", - " -2.21371217e+15 8.86238895e+14 -6.75116403e+14 -6.79333786e+14\n", - " 1.80850565e+15 1.40563757e+15 -6.72606125e+14 2.56127850e+15\n", - " 3.35182835e+15 3.71255353e+15 1.65022545e+15 5.26817901e+14\n", - " 3.35535923e+15 5.61422889e+14 3.24812498e+15 -3.54589748e+15\n", - " -1.44749000e+14 -2.02056706e+15 -9.49682720e+14 1.12255768e+15\n", - " -3.86129021e+15 -9.90596727e+13 -2.43539275e+15 -1.93319933e+15\n", - " -7.80350749e+14 3.90452474e+15 -8.23973139e+14 -6.95021481e+14\n", - " 6.92375660e+13 -2.57741036e+14 -7.97431619e+14 -1.00213690e+15\n", - " 4.05768733e+14 -1.63601830e+14 -3.93103632e+15 -6.15623427e+14\n", - " -8.15607090e+14 -1.37065293e+15 -1.72663334e+14 6.73464936e+14\n", - " 1.24507091e+15 1.63244038e+15 -3.07988762e+15 5.57532220e+15\n", - " -2.75606508e+15 1.54743953e+14 -4.24901665e+15 -1.74509703e+15\n", - " -5.45810580e+14 -9.96395841e+14 -1.44914877e+15 5.49661821e+15\n", - " -2.13111396e+15 -2.56173666e+15 -2.99102444e+12 1.82139647e+15\n", - " -2.41393724e+15 -2.04641259e+15 4.62844165e+14 6.05205970e+14\n", - " 1.44746138e+15 -2.21565351e+14 -1.27372560e+15 -2.42405467e+15\n", - " 1.30166579e+15 -4.08865956e+14 7.38955070e+15 -2.59955931e+15\n", - " -5.23952488e+15 -8.31914988e+14 -3.51655204e+15 1.84456551e+15\n", - " -7.23954261e+14 6.77002432e+13 -5.04683649e+15 1.87962324e+15\n", - " 5.92288237e+15 1.85846483e+15 -1.50741996e+15 2.01102751e+15\n", - " -8.25080637e+14 3.30338838e+15 2.34869429e+15 6.20349038e+15\n", - " 1.03848380e+15 -3.34235043e+15 -4.42700257e+14 -2.35826474e+15\n", - " 2.32886452e+15 2.72386734e+15 6.95863304e+14 7.46951840e+14\n", - " 4.59206749e+13 -5.03806578e+14 -3.45199830e+15 3.01449718e+15\n", - " 9.82696356e+13 -7.02608515e+15 -1.79487805e+14 9.50184567e+14\n", - " -2.32690348e+15 -4.28593847e+14 -2.27069083e+15 -1.27805953e+14\n", - " 7.27933953e+13 1.82794834e+15 -2.68546234e+15 -3.32027909e+14\n", - " -1.50237344e+15 2.84099448e+15 5.58290980e+14 3.23602357e+15\n", - " -8.19596701e+14 1.92131016e+15 -2.99265878e+14 1.61056282e+15\n", - " 7.03987103e+14 -2.48696353e+15 6.60840655e+15 -1.11540424e+15\n", - " -2.88044305e+14 -5.41195598e+13 -6.15055744e+14 -2.27663981e+15\n", - " -9.51964267e+14 2.64448948e+13 -8.18870643e+14 -9.59441396e+13\n", - " 4.78387806e+14 7.49110313e+14 1.29308707e+15 4.68642345e+14\n", - " -7.47035830e+14 -3.65565205e+13 -1.35976345e+15 1.25769671e+15\n", - " 6.48062245e+15 -8.11472507e+14 3.48699766e+15 1.00511771e+15\n", - " 1.13913198e+15 -1.64144831e+15 2.12521347e+15 1.68588622e+15\n", - " 2.39446382e+15 -1.28192900e+15 -1.00772523e+15 -1.80757112e+15\n", - " 1.07144782e+15 -1.08981177e+15 2.01124831e+15 2.11244726e+15\n", - " -9.71179125e+14 6.61909481e+14 7.41257485e+14 -1.32707051e+15\n", - " 1.44697044e+15 -6.85085681e+14 1.79368526e+15 -9.65516004e+14\n", - " -6.32817629e+14 3.68923504e+12 2.47844413e+15 -2.17207141e+15\n", - " 9.86387658e+14 1.28545827e+15 3.75628149e+15 5.48880538e+14\n", - " -2.04357181e+15 1.58371158e+15 -2.82698375e+15 1.84182279e+15\n", - " -2.47698525e+15 8.86646411e+14 1.20279093e+15 3.94530329e+14\n", - " -4.10575895e+15 -1.93103686e+15 -1.23802315e+15 2.04829577e+14\n", - " 9.59118354e+14 2.72105405e+15 -1.15384151e+15 1.88619924e+15\n", - " 9.80982814e+14 1.90427018e+15 -9.72675148e+14 -3.83781290e+14\n", - " -9.10296726e+14 8.11694919e+13 4.48552009e+14 8.03567992e+14\n", - " 1.28971931e+15 -1.21286694e+15 1.04969645e+15 -4.10196477e+15\n", - " -2.77357373e+15 7.17251380e+14 8.20613282e+13 1.74449486e+15\n", - " -2.79296787e+15 2.86701103e+14 -1.10328695e+15 -7.30755353e+14\n", - " -6.71740895e+14 -1.45243018e+15 -7.80686130e+14 8.01618927e+14\n", - " 2.01297805e+15 -2.38295285e+15 -1.54338133e+14 -1.17103173e+15\n", - " 1.04804579e+14 1.80288133e+15 -2.51164600e+13 2.16697868e+14\n", - " 2.57534500e+15 -5.02762348e+15 -4.45604628e+14 -1.60752906e+15\n", - " 5.90042853e+14 8.96377260e+14 -8.70712937e+14 1.74318136e+15\n", - " -2.68838745e+15 2.08800327e+15 -5.86955624e+14 3.54598289e+15\n", - " 1.03845861e+14 5.59879202e+13 3.50265478e+15 -3.76225474e+13\n", - " -1.56021653e+15 -1.36598652e+15 1.79646516e+14 -1.98263181e+15\n", - " -4.93211774e+14 -3.85625707e+14 8.72797299e+14 -9.88670663e+14\n", - " 6.36023729e+12 -1.46948682e+15 1.61711254e+15 -1.45884864e+15\n", - " -3.48836345e+15 -4.02773464e+15 -5.14104391e+14 4.13177050e+14\n", - " -1.45276481e+15 -9.09778220e+14 -5.21979881e+14 1.85358129e+14\n", - " 1.07971453e+15 -2.26509456e+15 3.58020018e+15 4.40678253e+14\n", - " -1.13983959e+15 4.61544229e+14 1.86692516e+15 1.23739678e+14\n", - " -2.48793754e+14 1.14624298e+15 1.91894075e+14 -8.61935688e+14\n", - " -6.17823057e+14 1.30130634e+14 -1.83338984e+15 -3.48289920e+15\n", - " -1.77768703e+15 2.04835943e+15 -2.41808776e+15 -2.19145373e+15\n", - " 1.10600372e+15 3.62100276e+15 4.94726776e+14 1.17290838e+15\n", - " 1.21471519e+14 -1.87505724e+15 -4.18228694e+14 -1.05748637e+15\n", - " 9.24068920e+14 1.08291143e+15 -1.17024111e+15 9.16918206e+14\n", - " 9.61709030e+14 9.29999527e+14 3.27101592e+13 1.26198208e+15\n", - " 6.51720924e+14 -2.94517456e+15 -1.12545167e+15 -3.87566546e+14\n", - " 6.18303628e+14 -8.41106389e+14 3.96692775e+14 1.31651817e+15\n", - " -8.90865864e+14 1.13192167e+15 2.52810910e+15 -1.25186281e+14\n", - " 5.26638933e+14 6.31023994e+14 -1.60010840e+14 6.65543126e+14\n", - " 1.00542867e+15 2.11631920e+13 -2.53097060e+15 -2.17647684e+14\n", - " 4.09594395e+15 2.30060626e+15 -2.20006816e+14 -7.51452742e+14\n", - " -1.31248242e+15 8.07429336e+14 3.48332876e+15 6.30435221e+14\n", - " 5.62100191e+14 -1.66337813e+15 -4.22160429e+12 7.41470236e+13\n", - " -7.30274756e+14 -3.30803349e+14 2.48774647e+14 2.29354571e+15\n", - " -3.14887334e+15 1.52891741e+15 -4.47415721e+15 -1.72910225e+15\n", - " 4.93855632e+14 -1.20612484e+15 -2.23576302e+15 2.43523083e+15\n", - " -4.76712662e+14 1.28965662e+15 2.13588812e+15 4.04566022e+14\n", - " 2.02912410e+15 -8.09177381e+14 4.87975330e+14 -1.36596440e+15\n", - " 3.11524302e+15 2.58858794e+14 -8.24146731e+14 2.36171085e+14\n", - " -6.24672272e+13 6.36290674e+14 -3.83494316e+14 1.09055701e+15\n", - " -9.19483539e+14 -2.75629232e+15 1.83175853e+15 -1.42663823e+15\n", - " 4.96426327e+15 -1.36409279e+14 2.90302958e+15 -2.36245294e+14\n", - " 2.62695225e+14 -2.09849152e+14 1.37814102e+14 -1.90738431e+15\n", - " -9.33346328e+14 -2.90894449e+14 6.08100955e+14 8.03595456e+14\n", - " -1.35817673e+15 1.41991580e+14 -2.09899333e+15 3.64399655e+14\n", - " 1.14849461e+15 -1.00137669e+15 1.43928516e+15 1.76924095e+14\n", - " -4.12730188e+14 -1.54085639e+15 -1.84966699e+14 -1.73899725e+15\n", - " -6.71256492e+14 2.93285953e+14 -1.17147635e+15 -2.49643648e+15\n", - " 7.81680468e+13 -3.67722240e+14 2.17943680e+14 1.35217918e+15\n", - " -2.12038895e+15 3.95662994e+14 -8.14559942e+14 5.11721963e+14\n", - " 1.47754354e+15 2.07822272e+14 3.64285739e+15 -5.22544350e+14\n", - " -1.87811600e+15 -4.59482484e+14 7.46764144e+14 -9.30737265e+14\n", - " -1.15505228e+15 -9.70825848e+14 1.05281322e+14 -4.93972864e+13\n", - " 1.66114700e+15 -4.30348682e+14 1.10077368e+14 -1.87759249e+14\n", - " -8.70114602e+14 2.84773473e+14 1.44098846e+15 8.81320765e+14\n", - " 7.71032863e+14 5.20330222e+15 1.21208546e+15 -1.32999579e+15\n", - " 5.66998677e+14 -1.29307135e+14 1.29085200e+15 5.46625332e+13\n", - " -4.22415509e+14 9.41764344e+14 7.20371440e+14 1.40161076e+15\n", - " -7.25738309e+14 8.63683225e+14 -1.62201027e+15 -4.04821826e+14\n", - " 4.65165850e+14 1.75766909e+15 -2.36091060e+14 1.17724329e+15\n", - " 1.29076172e+15 -2.42976977e+14 1.04870402e+15 1.77631033e+15\n", - " 1.84472376e+15 -3.87030483e+14 4.55803740e+14 1.67996593e+13\n", - " -1.44589725e+15 9.70917774e+14 -1.26734854e+15 -4.76261980e+14\n", - " 9.26337683e+14 1.06920381e+15 -8.07061187e+14 6.54623545e+14\n", - " 3.48892973e+14 -2.28819301e+15 1.01990677e+15 -5.10726555e+14\n", - " -6.35313718e+14 -8.78327239e+14 -6.14249195e+14 -1.56942744e+14\n", - " -7.30267619e+14 -4.47042634e+14 -9.12574419e+14 9.51502150e+13\n", - " -1.23377914e+13 5.26443808e+14 5.52178972e+14 -2.66208142e+14\n", - " 2.34979215e+14 -1.20691527e+14 1.40850446e+15 -6.69403091e+14\n", - " 2.04660930e+15 1.20564022e+15 -5.17563593e+14 -6.14216909e+15\n", - " -9.22223491e+14 1.30265378e+14]\n", - "Found 3589 total galaxies in catalog for cluster 7698\n", - "[-4.37621971e+14 -4.79387104e+15 7.25711994e+14 ... 1.08222274e+15\n", - " 7.83338228e+14 7.17610298e+14]\n", - "Found 6508 total galaxies in catalog for cluster 10999\n", - "[-3.08697592e+15 -2.17206412e+15 -6.63042611e+14 ... -5.82673028e+13\n", - " 9.31960139e+14 3.26618087e+14]\n", - "Found 645 total galaxies in catalog for cluster 9029\n", - "[-8.14898081e+14 -8.95429281e+14 -3.67118202e+14 -2.00607185e+14\n", - " 1.27760584e+15 1.01822586e+14 6.68429158e+14 1.14703143e+15\n", - " -1.64373408e+15 -2.27772636e+15 1.72481998e+15 1.86018864e+15\n", - " -1.49666230e+15 1.07236066e+15 7.12295069e+14 -3.30303151e+15\n", - " -2.56954558e+15 -9.11939058e+14 1.02721765e+15 -4.37540318e+15\n", - " 2.14356277e+15 5.39587940e+14 1.14451294e+15 -5.98369253e+15\n", - " -8.23959494e+14 -6.60824267e+15 1.21692996e+15 1.39266792e+15\n", - " -1.88340924e+15 -4.79125511e+14 -2.24182788e+15 -3.11556844e+15\n", - " 2.89721786e+15 -8.95140411e+14 -7.20915606e+15 -3.12453033e+15\n", - " 2.25509693e+15 -9.97542756e+14 7.86062258e+14 8.51959003e+14\n", - " 3.14244011e+15 -1.58719095e+15 -1.46424990e+14 6.50585355e+14\n", - " 3.36755827e+15 2.45395370e+15 1.15672364e+15 -3.28155755e+15\n", - " 2.64207865e+15 -2.82690141e+15 5.22347045e+15 -4.43430129e+15\n", - " 6.39647044e+14 -1.31853760e+15 5.34084570e+15 1.20964640e+15\n", - " 5.38985204e+15 4.58289315e+15 -1.06044881e+15 -3.35219292e+14\n", - " 7.71541227e+14 -2.19591869e+15 4.25756528e+14 2.37717425e+14\n", - " -6.51521714e+14 -5.50817182e+15 -2.07750669e+15 6.05186752e+14\n", - " -3.84921159e+15 2.66908545e+15 -5.09039382e+15 -1.51034346e+14\n", - " -2.48584560e+15 1.22830565e+15 -1.20556654e+15 -7.12812362e+14\n", - " -2.33470872e+15 3.68289527e+15 -7.66446814e+14 4.27608185e+15\n", - " 1.64572376e+15 -2.94235150e+15 5.01922533e+14 1.49144293e+13\n", - " -4.16007252e+15 8.17983801e+14 1.93148926e+15 6.24130494e+14\n", - " -1.84206161e+14 4.89011802e+14 2.03167682e+15 2.76914186e+13\n", - " 2.01836677e+15 -3.12289407e+15 -1.46026285e+15 2.49168914e+15\n", - " 6.14957754e+15 1.20966575e+15 1.54149334e+13 3.75459414e+14\n", - " -2.36034545e+15 -1.33510108e+15 2.01665603e+15 -2.04300525e+14\n", - " -1.63600995e+15 -1.84386337e+15 -2.83970561e+15 -1.69540940e+14\n", - " -1.38110267e+15 2.44589370e+15 -2.65720770e+15 -2.09867806e+15\n", - " -2.50283790e+15 1.91070262e+15 -2.58210963e+15 2.03219556e+13\n", - " -5.53353708e+14 5.26676707e+15 -2.61311585e+15 -3.72309133e+15\n", - " 3.75138069e+13 1.91005903e+15 -1.15944666e+15 -1.13068270e+15\n", - " -9.62581732e+14 8.11042546e+14 -3.22005720e+15 -2.06869162e+15\n", - " -1.21007774e+15 -4.36625656e+15 6.45616173e+15 8.80193861e+14\n", - " 1.79481630e+15 -2.60316198e+15 -5.26076653e+14 2.17481300e+15\n", - " 3.92344836e+15 3.54986293e+15 6.02358716e+15 -4.34462270e+14\n", - " 8.41263164e+13 -4.30026363e+14 -9.01744062e+14 -3.99356899e+15\n", - " -1.96063840e+15 8.82630949e+14 -1.32036864e+15 4.22326366e+14\n", - " -2.42821368e+15 4.99953947e+15 1.53771930e+15 3.76049524e+13\n", - " -3.44734490e+14 -1.37426890e+15 4.80538576e+14 4.36076575e+14\n", - " 1.03927409e+15 2.12066540e+15 4.36554527e+14 2.48840130e+15\n", - " 3.53535525e+14 -9.28775828e+14 -9.57292835e+13 -5.68918857e+15\n", - " -2.58714168e+15 1.35574299e+15 9.76206657e+14 2.04463011e+15\n", - " -1.01969080e+15 -9.05019929e+14 3.74731965e+15 1.68917854e+15\n", - " 1.19300087e+15 3.96248027e+14 -6.03600997e+15 -4.22178679e+14\n", - " -1.29217432e+15 1.58944002e+15 3.22913376e+15 -2.79803688e+15\n", - " 1.25549702e+14 2.29066127e+15 1.15510791e+15 6.12167349e+14\n", - " 1.52522821e+15 -1.64025671e+15 -1.80257814e+15 -9.28964056e+13\n", - " 1.96855821e+15 8.56138276e+14 -1.13468409e+15 5.18161082e+12\n", - " 2.03192099e+15 -9.83807155e+14 2.41301775e+15 7.83739120e+14\n", - " 5.97349469e+14 -8.94171095e+14 -8.26587807e+14 -4.14190758e+14\n", - " 3.52700072e+14 -3.82266595e+14 3.87902104e+14 -7.00740769e+14\n", - " 1.47176024e+15 -2.49210544e+15 -2.03195011e+15 8.24322992e+14\n", - " 8.03916757e+14 -3.48348846e+15 7.45401047e+14 -3.46543109e+14\n", - " 1.20431667e+15 3.18638410e+15 3.13844537e+13 2.71338507e+15\n", - " -8.16315826e+14 -8.43650780e+15 3.57225575e+15 -1.27061083e+15\n", - " 1.66499726e+15 3.55783789e+14 -2.54157619e+15 -2.74523198e+15\n", - " 3.04903557e+14 3.61612157e+15 1.24627409e+15 -2.64439663e+14\n", - " -8.64535216e+14 2.14522847e+15 1.63727698e+15 -9.86115010e+14\n", - " 1.97143311e+15 -2.71727416e+14 -8.18083085e+14 -1.79582002e+14\n", - " -1.17441621e+15 4.96233966e+15 -5.68710310e+14 8.96617589e+14\n", - " -1.01137897e+15 -1.78180387e+15 2.13261154e+14 1.09391267e+15\n", - " 1.83707003e+15 -1.92538072e+15 9.43121616e+14 6.29049644e+14\n", - " -1.65533642e+15 -1.25596081e+15 -1.82511492e+15 -6.48064562e+13\n", - " 8.43633124e+14 4.85242383e+14 -2.36753543e+14 5.11388296e+14\n", - " 1.47485826e+15 1.85553625e+14 1.45657031e+15 1.32893426e+15\n", - " -2.36088172e+14 -1.34043491e+14 2.56960423e+15 1.07825984e+15\n", - " -1.30956891e+15 -2.20824286e+14 1.17554848e+15 6.65212695e+13\n", - " -1.87603452e+15 1.53445742e+15 2.49905617e+15 -2.63025553e+14\n", - " -1.95033072e+14 -2.22836836e+15 -3.45675687e+14 -5.16172388e+14\n", - " -6.83074812e+14 -1.04857555e+15 1.18434694e+15 2.32583742e+14\n", - " -7.34713026e+14 1.06597118e+14 -4.01712536e+15 -2.16172225e+15\n", - " -9.42010827e+13 2.68392621e+15 -3.21139599e+13 7.56260083e+14\n", - " 3.89612799e+14 -1.27329867e+15 2.28812305e+15 -1.55786377e+14\n", - " 5.47171212e+14 2.24398861e+14 1.02151485e+14 7.45882242e+14\n", - " 1.01122083e+15 -2.64126064e+15 1.71365831e+15 6.74169223e+13\n", - " 3.70657106e+15 1.14646374e+15 -3.44310271e+14 -5.45103737e+15\n", - " 1.38121000e+15 2.27742690e+15 -3.30209858e+15 -1.29957989e+15\n", - " 1.17228115e+15 -2.34800623e+15 7.01306758e+14 1.76524381e+15\n", - " 1.03810849e+15 -5.82205059e+14 6.85442740e+13 -2.58445330e+14\n", - " -1.93309609e+15 -1.27252469e+14 2.26418056e+14 -1.73155048e+15\n", - " -2.77874937e+15 -1.88794335e+14 2.43158957e+14 -1.63298055e+15\n", - " -9.85081482e+14 5.40227084e+14 -5.57223820e+14 2.83863858e+14\n", - " 5.62532454e+13 -1.73623646e+15 -6.56332834e+14 1.52118076e+14\n", - " -9.72623774e+14 -1.66565770e+15 -4.90717111e+15 -6.95444921e+14\n", - " -5.74858976e+14 -1.22759356e+15 -7.57981768e+14 -1.46922084e+15\n", - " -5.29710287e+14 -2.54418499e+15 2.09547157e+15 -1.10976719e+14\n", - " -1.21332876e+15 1.35482523e+14 -8.89892187e+14 1.01073523e+15\n", - " 1.64852725e+15 -2.49104262e+14 2.39334538e+14 1.36102697e+15\n", - " 2.85981381e+14 -4.37575958e+14 -2.63096079e+15 7.57568237e+14\n", - " -2.20367167e+14 -3.41463207e+15 8.58226250e+14 1.55444803e+15\n", - " -2.12534178e+15 2.22825775e+15 7.59424145e+14 3.07113887e+15\n", - " 1.49564531e+15 -3.82006501e+15 -1.43054123e+15 -3.75898579e+14\n", - " -2.41441017e+15 1.22054645e+15 -1.04426964e+15 -1.76597589e+15\n", - " 7.10277718e+14 2.25056664e+15 -6.24374501e+14 -2.95198104e+14\n", - " -2.73688263e+14 1.10226049e+15 2.43367202e+14 4.53438427e+14\n", - " -1.27766188e+15 1.22890636e+15 -1.15676204e+14 6.05908055e+14\n", - " 1.41764608e+15 -1.01008995e+15 4.24879379e+14 -5.94508491e+14\n", - " -8.60681497e+13 1.10085302e+15 3.98558474e+14 1.21481266e+15\n", - " -1.11485769e+15 -6.75754066e+13 6.82596379e+14 -1.40836754e+15\n", - " -9.29446629e+14 -9.48768022e+13 6.04237879e+15 5.91671381e+14\n", - " -1.00482722e+15 -8.14594101e+14 -1.25966444e+15 3.16917997e+15\n", - " 1.85759075e+14 4.65223660e+14 -7.29622109e+14 2.15009748e+14\n", - " 1.99455802e+15 -2.83948341e+14 3.93278258e+15 4.47707049e+14\n", - " 5.82076254e+14 1.77146322e+15 8.90664847e+14 1.62720542e+15\n", - " 8.23318128e+12 -4.12353675e+15 -3.14162261e+15 7.54626527e+12\n", - " 6.71122487e+14 -2.16879712e+15 9.29946279e+13 8.56161594e+14\n", - " 1.95500279e+15 -4.55919364e+14 1.33025008e+15 -4.67904133e+14\n", - " 8.22674645e+14 -1.58341599e+15 6.31657086e+14 5.34806715e+14\n", - " -1.53218254e+14 -7.31740323e+14 1.22035462e+14 -3.90680012e+13\n", - " 7.95942621e+13 -3.49154053e+14 6.79896995e+15 6.03558143e+14\n", - " -1.86264244e+15 3.94522483e+14 7.16164459e+14 1.32256726e+15\n", - " 1.29536370e+15 -1.26484991e+15 2.86781115e+15 -1.57760211e+14\n", - " 5.08145354e+14 -2.81573103e+15 7.10122815e+14 -5.42931251e+14\n", - " -1.11221283e+15 2.63554733e+15 -1.52876166e+15 -8.64808321e+14\n", - " -2.64067720e+15 1.82767907e+15 1.20095586e+15 3.30632460e+14\n", - " 3.21378285e+13 -1.42830040e+15 1.08884288e+15 4.90654727e+15\n", - " 7.09088398e+14 -1.14105614e+15 1.84893306e+15 1.72109011e+15\n", - " -2.89986500e+14 -2.73200121e+15 -2.01457006e+15 5.14322064e+14\n", - " -1.21697719e+15 -1.87535608e+15 8.51052121e+14 -5.37917604e+14\n", - " -1.45867005e+13 1.39781921e+13 -2.13263313e+15 7.85684108e+14\n", - " -2.38005262e+15 1.20928705e+15 -7.23555878e+14 -4.70458375e+14\n", - " 1.17149333e+15 7.53552257e+14 -7.74526327e+14 -4.70547776e+14\n", - " -1.33754943e+15 -2.95085175e+14 8.19352929e+14 -9.78306173e+13\n", - " -5.84464557e+15 8.75181838e+12 1.18467083e+15 4.12667977e+14\n", - " -1.23312282e+14 -1.58334248e+15 -1.94829285e+14 8.49562995e+14\n", - " 2.96537128e+15 -3.21929965e+15 2.27004193e+15 -5.84841272e+14\n", - " -1.93407012e+15 3.54689654e+14 3.71972930e+14 -1.64798682e+14\n", - " 6.65052783e+15 -3.14266430e+15 -4.19413664e+14 -8.79223963e+14\n", - " -4.65119246e+15 4.45114336e+14 -4.80211164e+14 -6.34492226e+15\n", - " 6.23115392e+14 -3.00964928e+15 -2.42395617e+15 -1.53214066e+14\n", - " -3.73288815e+15 -1.36794544e+15 -4.01943135e+14 -1.59467695e+15\n", - " 4.01274477e+14 -4.38836124e+15 -3.70268989e+14 -6.84958704e+14\n", - " -6.05455538e+14 -6.71875197e+14 1.12558521e+15 3.48553366e+14\n", - " -9.37123061e+14 1.23250460e+15 6.13427205e+12 1.68414794e+15\n", - " -4.33893450e+15 1.11928118e+15 -4.97245449e+14 3.66102777e+14\n", - " 4.35059046e+15 8.99354418e+13 -1.81213804e+15 -4.79056209e+14\n", - " 5.77824209e+14 3.22932395e+15 3.73041387e+15 2.23928865e+15\n", - " -1.65210097e+15 -4.64966134e+14 1.82875494e+15 -2.13719956e+15\n", - " -1.71924658e+15 4.23528802e+14 2.63114400e+15 3.83372002e+15\n", - " 1.34275707e+15 -2.32070556e+15 -2.31343708e+14 -1.87985107e+15\n", - " 4.14393760e+14 1.69640351e+15 6.56064783e+14 2.15730880e+15\n", - " -2.31883943e+15 -2.64559531e+14 -1.89039112e+15 -3.33446022e+15\n", - " -2.10564831e+15 -1.09562221e+15 -3.45702340e+15 -1.15261901e+14\n", - " -9.16464916e+14 1.23517776e+14 -1.85979862e+15 1.94788165e+15\n", - " -2.74292631e+15 2.11044387e+14 1.63045493e+15 -3.64419516e+13\n", - " 1.16632883e+15 -4.59071546e+14 -8.18017340e+13 -2.17645252e+14\n", - " 2.07812038e+15 -2.26567503e+15 -1.19436521e+15 -1.14687226e+14\n", - " 5.22410108e+15 -5.48119145e+14 -9.94625911e+14 -2.19030784e+15\n", - " 2.44664636e+14 1.11669498e+15 -3.20635077e+14 -3.92221338e+15\n", - " 9.36179236e+14 8.35804682e+14 6.38811753e+14 -2.03360358e+14\n", - " 1.96865624e+14 -1.21245833e+15 -5.88995867e+14 5.44346639e+14\n", - " 1.44841956e+15 2.76864956e+14 -9.82985744e+14 2.86723725e+15\n", - " -5.95900871e+14 9.55996657e+14 5.73395582e+13 5.55865398e+14\n", - " 6.46145429e+14 -2.22156599e+14 -1.60284616e+15 3.94079545e+14\n", - " 1.70409062e+15 3.02701666e+14 -8.32153431e+14 -2.87150082e+14\n", - " -1.79567213e+15 4.19538061e+14 -8.82107174e+14 1.92516154e+14\n", - " -1.23129141e+15 4.88862302e+14 -6.33791031e+14 -2.48036019e+15\n", - " -4.93028384e+14 -1.82945042e+15 -1.08714499e+15 2.37585997e+13\n", - " 1.88110725e+14 -1.59445122e+15 -7.19444711e+13 1.69737338e+15\n", - " 1.42555805e+15 -1.80693175e+15 5.20018136e+14 1.01219090e+15\n", - " 1.51639896e+15 1.01770834e+15 7.48324241e+14 2.80007231e+14\n", - " 1.07868784e+15]\n", - "Found 1219 total galaxies in catalog for cluster 9429\n", - "[-1.17103417e+15 1.63639003e+15 4.85963103e+14 ... -6.38253315e+13\n", - " 2.29763277e+14 -4.69512736e+14]\n", - "Found 2477 total galaxies in catalog for cluster 10146\n", - "[ 7.33518086e+15 -4.65022765e+14 1.49999566e+15 ... -9.43055302e+14\n", - " 1.11866592e+15 -5.39063693e+14]\n", - "Found 3236 total galaxies in catalog for cluster 14476\n", - "[ 9.23642267e+14 1.69263772e+15 2.20182647e+15 ... -4.86362026e+14\n", - " -4.59216931e+14 -7.16649836e+14]\n", - "Found 267 total galaxies in catalog for cluster 8395\n", - "[ 1.89670019e+15 -9.74594305e+14 -3.99707466e+14 -3.07024388e+13\n", - " -5.96802863e+14 -4.19431388e+14 -1.53799861e+13 9.35534628e+14\n", - " 1.92537820e+14 -8.43179162e+14 4.57422853e+14 -2.43608300e+15\n", - " -1.32254456e+15 -1.00310660e+15 3.99747786e+14 -8.68362597e+14\n", - " 8.42397889e+15 8.66904659e+14 1.23680300e+15 -2.25186185e+15\n", - " -3.71892141e+15 -1.13354514e+14 2.36007913e+15 3.90490466e+15\n", - " 5.36121636e+15 -5.78800966e+15 -3.95483733e+15 -1.57114554e+15\n", - " -1.43737765e+14 9.18019461e+14 2.81309947e+15 -3.04287967e+15\n", - " 1.32534330e+15 -1.04532116e+15 -3.19412928e+15 -2.32603578e+15\n", - " 7.67331086e+13 -1.08984056e+15 3.03970941e+15 -2.84477389e+14\n", - " 4.48688926e+15 2.96124370e+15 -2.44802717e+15 1.30483948e+14\n", - " 7.83584932e+14 -8.64014377e+13 3.65113432e+15 1.69221273e+15\n", - " 4.34495993e+15 3.13966687e+15 -4.07775602e+15 -5.92750160e+15\n", - " 5.05346861e+13 -6.47688043e+14 9.71030371e+14 -4.79232702e+14\n", - " 1.30262454e+15 -7.34659535e+13 3.97894745e+15 -5.62743314e+14\n", - " 8.18422786e+14 3.71712154e+14 -7.85754888e+14 -3.95118829e+15\n", - " 8.24782600e+14 -1.82030656e+15 -2.56917893e+15 -6.86566034e+14\n", - " -4.98493507e+14 1.76397797e+15 -4.70897230e+14 1.55597712e+15\n", - " 4.22873552e+15 1.49041401e+14 -1.47933213e+15 3.28428517e+15\n", - " 3.16276516e+14 -4.41108444e+15 -3.64012934e+13 -5.32457324e+15\n", - " 2.09657814e+15 2.07943300e+15 -1.02449277e+15 -2.39207344e+15\n", - " -8.99491178e+14 -1.08983547e+15 8.27726154e+15 -1.19826757e+15\n", - " 5.62659200e+15 -5.58754123e+15 -1.47940660e+16 -4.96189774e+15\n", - " -6.34488470e+15 6.09519039e+14 -3.85551997e+15 -7.57844024e+14\n", - " 2.92494263e+15 -1.60605616e+15 -4.76709808e+14 6.54788582e+14\n", - " 1.72896040e+14 1.46637434e+15 -2.07175153e+15 -2.65906908e+15\n", - " 3.60377550e+15 -1.05298252e+15 2.34485683e+14 -3.33058298e+15\n", - " -4.77092900e+14 -4.57796087e+14 -2.14535829e+14 6.95893041e+14\n", - " 4.82439774e+15 4.80215244e+14 1.56086184e+14 -2.94221538e+15\n", - " -8.11562422e+14 4.91989142e+15 3.00475179e+14 4.60283983e+15\n", - " -4.34267637e+15 8.16056560e+13 -1.71421420e+13 -1.45371630e+15\n", - " -1.45009615e+15 5.80805151e+14 2.67024677e+15 -1.12925601e+15\n", - " 5.57940985e+15 3.32153685e+15 5.46235750e+14 9.25497322e+15\n", - " 2.27274927e+15 7.14736228e+14 1.04155031e+15 -1.35555407e+15\n", - " 1.28069774e+15 -3.25495059e+15 -1.32345742e+15 -9.62484637e+14\n", - " -4.78701744e+15 2.89498691e+15 -6.99864956e+14 -7.10067946e+14\n", - " 4.77648798e+14 -4.29729255e+14 2.86203378e+14 3.61310015e+15\n", - " 3.11271043e+15 -3.43108883e+13 -2.17067701e+15 -4.92789101e+14\n", - " 9.40975741e+15 1.67189655e+15 1.51859704e+15 1.54695280e+14\n", - " 1.28481464e+15 2.64466038e+15 3.22249069e+15 1.10174994e+15\n", - " -3.55024313e+14 1.63277038e+15 -1.64292544e+15 -2.67606968e+15\n", - " -9.06894336e+14 4.86769716e+14 -1.74672141e+15 -1.53143641e+15\n", - " -4.80585157e+14 2.57657536e+15 -1.45167593e+15 2.11929253e+15\n", - " -4.55397249e+15 -5.63597314e+14 -2.92212105e+15 3.35235411e+15\n", - " 2.01993935e+15 -1.21473025e+14 7.09201895e+13 1.82719577e+15\n", - " -5.56133911e+14 -4.16179483e+15 5.27480842e+14 -1.13576741e+15\n", - " 2.03285593e+15 1.79624510e+15 -3.96185821e+15 4.02189521e+14\n", - " -1.86491645e+15 1.43919511e+15 -4.81303873e+15 1.43844910e+14\n", - " 5.46906418e+14 -1.87107545e+15 -4.12688575e+14 9.09055880e+14\n", - " -2.59996491e+15 2.18189995e+14 4.65688135e+15 -1.23967159e+15\n", - " 3.95276716e+15 -1.11213265e+15 8.35505496e+14 1.14172973e+15\n", - " 2.49520872e+15 1.68314425e+15 -9.76973941e+14 5.89943724e+14\n", - " -1.56430740e+15 1.87350148e+15 4.81143156e+15 2.58860648e+15\n", - " -1.42250459e+15 -2.70805468e+15 -5.68523077e+14 -1.50418534e+14\n", - " 3.60907605e+14 -1.19349533e+15 1.88237884e+15 -1.12724859e+15\n", - " -3.00684089e+15 -1.25506305e+15 -1.13907140e+15 -1.58694209e+15\n", - " 2.25175875e+15 -2.65038643e+12 -2.31897750e+15 -5.92888954e+15\n", - " -2.08474602e+15 8.43764311e+14 -7.83693119e+14 -2.03018701e+15\n", - " -2.09062878e+15 -3.49921607e+14 3.00510165e+14 7.89421055e+14\n", - " 1.58189047e+15 -7.09441730e+14 -1.55520619e+15 -2.35064516e+15\n", - " -5.81963695e+14 -1.33351544e+15 3.05487453e+15 -8.36590721e+13\n", - " -8.78095422e+14 -3.24181575e+14 2.58203441e+15 -1.60084198e+15\n", - " 8.04445800e+14 1.07430744e+15 -7.66278877e+14 -1.28258005e+15\n", - " 2.77520943e+14 7.99870901e+14 -1.19780641e+15 -3.75625085e+13\n", - " 1.10516784e+14 3.73748378e+14 -1.68440971e+14 -3.02721086e+14\n", - " 1.78291574e+15 2.22960617e+14 4.41815720e+14 -7.21888999e+14\n", - " 3.10586422e+14 1.46051385e+15 4.82716860e+13]\n", - "Found 4237 total galaxies in catalog for cluster 16657\n", - "[ 1.73061757e+14 2.54954210e+15 -1.30578956e+15 ... -4.65637669e+14\n", - " -5.28987223e+14 -5.79295625e+14]\n", - "Found 3203 total galaxies in catalog for cluster 13039\n", - "[-3.05921230e+14 -4.29091973e+15 7.14590922e+14 ... -9.74309726e+14\n", - " 9.39140385e+14 7.74731174e+14]\n", - "Found 3217 total galaxies in catalog for cluster 15382\n", - "[-6.91633283e+14 -2.89381603e+15 -9.20324067e+14 ... 1.95773893e+13\n", - " 1.76797044e+14 -3.35284475e+14]\n", - "Found 1554 total galaxies in catalog for cluster 17011\n", - "[ 3.70514641e+13 -1.23831223e+15 6.19817175e+14 ... -1.78269311e+14\n", - " -1.50546472e+14 5.37619798e+14]\n", - "Found 6645 total galaxies in catalog for cluster 8523\n", - "[ 3.57477667e+15 6.22531234e+14 1.12825151e+15 ... -4.53005420e+14\n", - " 5.02165819e+14 -3.08044824e+14]\n", - "Found 1321 total galaxies in catalog for cluster 11300\n", - "[ 1.64712540e+14 -1.02292532e+15 -2.64211571e+14 ... 1.18093279e+15\n", - " -6.07487087e+14 -1.13757536e+13]\n", - "Found 6793 total galaxies in catalog for cluster 17462\n", - "[-2.18307330e+15 3.57293877e+15 1.35011546e+15 ... -6.60280862e+14\n", - " 3.34865265e+14 2.91652392e+14]\n", - "Found 1814 total galaxies in catalog for cluster 13025\n", - "[-8.75999474e+14 -1.63349074e+15 5.70566324e+15 ... -1.99552053e+14\n", - " -1.78807497e+14 -6.89566394e+14]\n", - "Found 2637 total galaxies in catalog for cluster 21385\n", - "[-2.00723354e+15 2.60224895e+15 -6.97323129e+14 ... 5.20291779e+14\n", - " 6.41510127e+14 3.98758821e+14]\n", - "Found 3100 total galaxies in catalog for cluster 20888\n", - "[8.84525124e+14 9.86846013e+14 1.31469738e+15 ... 1.26856737e+14\n", - " 1.67536999e+14 2.32972147e+14]\n", - "Found 3863 total galaxies in catalog for cluster 21815\n", - "[-7.84039083e+14 -7.74464851e+14 -9.51865359e+14 ... 4.93512637e+14\n", - " 2.44911134e+14 4.37453004e+14]\n", - "Found 956 total galaxies in catalog for cluster 7594\n", - "[ 7.67810564e+14 -8.89300112e+14 -1.19219233e+15 4.12480510e+14\n", - " -6.46250821e+14 4.82479966e+14 8.06601527e+14 7.94222824e+14\n", - " 2.04493920e+14 -3.85598312e+14 8.66889713e+14 6.64292546e+14\n", - " 2.63817001e+14 2.64913897e+13 1.00641614e+14 3.60545892e+13\n", - " -2.80763048e+15 4.56733580e+15 -5.33129154e+15 -1.89180463e+15\n", - " -5.42661724e+15 -4.41289366e+14 7.40797958e+14 -3.94785342e+14\n", - " -9.73547239e+14 -3.48706031e+15 5.58559706e+14 3.47519619e+15\n", - " -2.86223521e+15 1.21900110e+14 -4.89046285e+14 2.22005982e+15\n", - " -5.41409543e+14 6.53211250e+15 -1.07061031e+16 -1.47900052e+15\n", - " 2.11470851e+15 -1.02730898e+15 -2.81018712e+15 5.06801585e+14\n", - " 1.10589868e+16 7.17138569e+14 6.76886361e+15 9.58500278e+15\n", - " 6.21341933e+15 6.24521264e+15 5.52153408e+14 -5.07209346e+15\n", - " -2.13518390e+14 8.46773365e+13 -3.86224290e+14 -3.03811053e+15\n", - " 2.73019104e+15 4.11625713e+14 3.44301416e+15 3.98101366e+14\n", - " 1.53860466e+15 2.13215244e+15 -9.75642272e+14 -7.92930303e+15\n", - " 4.91971396e+14 -5.65996983e+15 -8.48705620e+14 -9.08912238e+14\n", - " -1.01739769e+15 1.64759903e+15 -2.12258112e+15 -2.73207031e+15\n", - " 5.41557261e+14 6.96068752e+13 7.91249596e+14 -2.41896380e+15\n", - " 4.24133387e+14 -2.40135186e+15 -1.50327794e+15 -7.73606554e+15\n", - " 2.37855439e+15 3.39307200e+15 -2.27770776e+15 -2.82256673e+14\n", - " -2.72263134e+15 -1.05371000e+15 -2.46932345e+15 -1.86606628e+13\n", - " -1.14863700e+15 -2.29197530e+15 3.04598414e+15 1.22274355e+15\n", - " 5.54930053e+15 -6.76834510e+14 4.43635727e+14 3.19781766e+15\n", - " -5.65626642e+15 2.30834298e+15 -1.71594553e+15 -2.37918006e+15\n", - " 3.22783827e+15 -1.43233678e+15 1.38180576e+15 -1.27002186e+15\n", - " -4.91547994e+15 -1.42176244e+15 6.19067570e+14 7.56927250e+15\n", - " 3.71714891e+14 -1.78473938e+15 1.39147109e+14 -4.69752297e+14\n", - " 7.32265867e+15 2.19395519e+15 2.01638215e+15 -3.06709184e+14\n", - " -6.79543390e+15 6.36584260e+14 3.00085784e+15 2.47193981e+15\n", - " -2.00072227e+15 -4.13137984e+15 7.35229969e+15 -5.04881245e+15\n", - " -4.92642386e+14 6.95939249e+14 7.87861109e+14 -1.28875167e+15\n", - " -4.08513830e+15 -6.30389489e+14 -1.91323777e+15 -6.96059015e+14\n", - " -4.60564979e+14 -5.62564003e+15 -1.38559496e+15 4.50962705e+14\n", - " 1.38627097e+15 -6.93833331e+14 2.16311490e+14 3.18076923e+15\n", - " 1.06424593e+15 -5.43029665e+14 -5.49933182e+14 5.34748766e+15\n", - " -2.84716714e+15 -5.61970074e+14 -5.46554351e+15 -5.46930064e+15\n", - " 1.04416899e+16 -1.09428791e+15 1.00081615e+14 6.71497685e+14\n", - " -2.17271486e+15 6.74461138e+14 -2.14692655e+15 -1.37113150e+15\n", - " -1.79610028e+15 -6.04600271e+15 -1.68804243e+15 -6.36754385e+14\n", - " 2.97396039e+15 -3.02588173e+15 8.73552610e+14 -1.99522866e+15\n", - " -4.42353202e+15 -2.89987814e+15 1.05182949e+16 -1.61085330e+15\n", - " -1.10675169e+15 6.17433243e+15 1.83999374e+15 3.28439237e+13\n", - " 3.80256833e+15 -3.51741425e+14 1.97593368e+15 5.08977460e+14\n", - " 6.66063285e+15 2.14818620e+15 1.97827361e+14 3.98424055e+14\n", - " 2.31568561e+15 6.37602971e+14 5.06309677e+15 -3.61730353e+14\n", - " 1.10252620e+15 -4.10105814e+15 -1.06992666e+14 -2.14213253e+15\n", - " -5.79864275e+15 6.50064225e+15 8.17704069e+13 -6.59716183e+15\n", - " -1.41289178e+15 -1.01874888e+15 2.49716800e+15 -3.57068866e+14\n", - " -7.52041756e+15 -2.79106354e+15 -8.74569932e+15 -3.73311621e+14\n", - " -3.06476883e+15 6.07698319e+15 -3.07557264e+14 -2.33518115e+15\n", - " -1.08013421e+14 -3.36579379e+14 4.01272995e+14 1.06729149e+15\n", - " -2.52239900e+15 -3.62688815e+14 2.22797122e+15 7.28029255e+15\n", - " -1.72415280e+14 -3.52506716e+15 8.99428734e+14 1.20898921e+14\n", - " -3.68833369e+15 -8.83667712e+14 -2.28152340e+15 -6.54544299e+14\n", - " 3.25821535e+15 3.24516714e+15 -5.04049261e+14 -4.34020520e+15\n", - " 3.53166891e+15 1.04238748e+14 4.47660569e+14 -5.50151331e+15\n", - " -1.98352108e+15 -1.95093684e+15 -3.39575345e+15 7.91865486e+14\n", - " 8.38832365e+14 -1.23882267e+15 7.18888634e+14 -3.48500433e+14\n", - " -1.26672818e+15 -5.08808362e+15 -1.67348609e+15 1.50102132e+14\n", - " 1.50589844e+15 5.31218004e+15 -6.92899491e+15 2.37057961e+15\n", - " 5.16687199e+14 1.63163257e+15 -9.89372260e+14 -1.41967920e+15\n", - " 3.18165795e+14 -6.86885746e+14 -4.80213704e+15 -3.84544621e+15\n", - " -4.50821365e+15 3.50267121e+15 -1.31637567e+14 -1.87217078e+14\n", - " -8.18848577e+13 1.66805413e+14 1.05997242e+15 8.52030308e+14\n", - " 1.89855569e+15 -3.21418461e+15 1.46472171e+15 1.74213601e+14\n", - " -6.83515475e+14 3.81508824e+14 -2.33683198e+15 1.58896988e+14\n", - " -4.65182426e+15 -2.42617866e+15 8.64150355e+14 4.76740746e+14\n", - " 4.60476535e+15 -1.60806232e+15 -1.77465562e+13 -1.94554742e+15\n", - " 2.26707955e+15 -2.33284722e+14 -2.68854956e+15 1.19427129e+15\n", - " 2.14567259e+15 -7.78350418e+14 1.98805843e+15 -1.12209910e+15\n", - " 3.22861357e+15 -4.37747116e+15 7.96461175e+14 2.11316173e+14\n", - " 2.32347288e+15 2.54051788e+15 -8.60298421e+14 -2.02990176e+15\n", - " 2.13961363e+15 8.54078298e+14 5.33674097e+15 5.89494933e+14\n", - " 1.19457256e+15 4.54423532e+14 -4.93369572e+15 5.39214962e+15\n", - " -3.80064334e+15 1.51323376e+15 -1.36847951e+15 1.81927446e+15\n", - " -5.16113371e+15 -5.40525076e+14 2.07996167e+15 -2.15016726e+14\n", - " 1.08237451e+15 -5.91418136e+13 -4.66331873e+15 4.59128562e+15\n", - " 7.20248954e+14 9.58323349e+14 -6.60467345e+15 -4.07336184e+15\n", - " 2.81693134e+15 -1.60346718e+13 -6.93172948e+15 -2.17710052e+14\n", - " -8.96823335e+14 9.21587150e+12 -1.46534291e+15 -1.60905331e+15\n", - " 2.86988431e+15 4.28123253e+14 -1.07144492e+14 -1.27758246e+15\n", - " -2.38788348e+15 4.12331893e+15 -1.42737668e+15 -2.88019790e+14\n", - " 6.06487445e+14 -1.50799061e+15 -1.84334191e+15 3.71257159e+14\n", - " -1.64775228e+15 -1.24307959e+14 -1.42011811e+15 5.96721057e+15\n", - " -1.43562119e+15 -1.53862847e+15 6.04003518e+14 -1.61125781e+15\n", - " -1.62596357e+14 -5.38598666e+14 4.93858355e+15 2.54302330e+15\n", - " 2.84289364e+15 1.69549391e+16 1.68361821e+15 -1.54065317e+15\n", - " 5.46942882e+15 3.16325909e+15 -5.09742045e+15 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- " 1.32902499e+15 -2.18744962e+15 -1.95575838e+14 -2.49657337e+14\n", - " -1.96412390e+15 -4.34092929e+15 8.99075678e+14 7.00446704e+15\n", - " -4.95320419e+14 1.98254579e+14 3.09349058e+14 -3.35127538e+14\n", - " 3.52853871e+15 -3.46950600e+15 1.63283611e+15 -8.38494390e+14\n", - " -4.33494839e+15 -9.30098890e+14 1.78554634e+14 -1.65606364e+15\n", - " 4.09392895e+14 -2.76095739e+15 7.60432921e+15 2.47360119e+15\n", - " 5.50953826e+15 8.68516097e+14 8.68418820e+14 -6.01282404e+15\n", - " 2.07780438e+15 -2.02382160e+15 4.17123466e+15 7.71129243e+14\n", - " 5.07167052e+14 -1.43370198e+15 7.12606246e+14 -2.88944979e+14\n", - " -1.25291624e+15 6.35905594e+14 -4.87332507e+15 -1.73328807e+15\n", - " -9.17249871e+14 1.49628394e+15 -1.39043600e+14 1.07338105e+15\n", - " -2.61206883e+14 -1.15756080e+15 7.13945232e+14 1.82677214e+15\n", - " -5.66893652e+14 -1.71895132e+15 3.51338915e+14 6.14309944e+14\n", - " 2.36501509e+15 -1.81735092e+15 1.14374381e+14 9.36998923e+14\n", - " 4.74433499e+13 1.38567654e+15 -6.74933772e+14 -2.36570502e+15\n", - " -1.54913782e+15 4.35639068e+15 -3.55594320e+15 1.78733275e+15\n", - " 4.59091974e+14 5.39603640e+14 4.70698559e+14 -6.78838980e+13\n", - " 6.95645708e+14 -2.11873699e+14 -5.58434484e+14 1.15898130e+15\n", - " -1.63893547e+15 -7.46308370e+13 -6.16504264e+14 1.21253427e+15\n", - " 1.46848428e+15 -6.43182510e+13 -1.43697817e+14 -2.21951483e+15\n", - " -1.76975630e+15 -2.06033533e+15 1.77359763e+14 5.87223467e+14\n", - " -9.76539956e+14 5.87025471e+14 -1.64242234e+14 -4.41246679e+15\n", - " -1.58015154e+14 -1.78113523e+15 2.74074044e+14 -1.31661100e+15\n", - " 8.83033521e+14 -8.48661919e+14 -1.25402070e+15 1.69433862e+14\n", - " -9.90148972e+14 6.69996997e+15 1.23645620e+15 -5.87343797e+14\n", - " 8.73905904e+12 -3.05688781e+15 -1.54864959e+15 1.73277544e+15\n", - " 3.95906214e+14 2.67961005e+15 -2.35799265e+15 -3.37874566e+15\n", - " 5.68445782e+14 -4.66616619e+15 3.42519916e+15 9.24623153e+14\n", - " -2.82602462e+15 -1.47010914e+15 -4.07610929e+15 1.81101357e+14\n", - " 1.62764662e+15 1.51267853e+15 1.70046246e+15 -6.96127273e+14\n", - " 1.45845996e+15 -1.42615173e+15 9.20722874e+14 1.15146646e+15\n", - " -1.98567539e+15 9.06833883e+14 -2.31569925e+15 -2.52950484e+15\n", - " 5.86245211e+15 1.45090664e+15 2.96227422e+14 -1.12329028e+15\n", - " 8.50730293e+14 1.02621006e+15 2.56323351e+15 -2.18716623e+15\n", - " 1.11745651e+15 -4.04373229e+14 5.59506395e+14 -1.23719305e+14\n", - " -2.62512012e+15 -5.30271417e+14 4.80778351e+14 -6.15908799e+14\n", - " 4.14029881e+14 1.39208097e+14 -9.25956215e+14 2.31180028e+15\n", - " 2.15891240e+14 2.20910826e+14 3.52067436e+15 1.60950856e+14\n", - " -2.22347451e+15 1.09034601e+15 9.31269270e+14 1.23624852e+15\n", - " -3.30216142e+15 -1.70680421e+14 -2.09801120e+15 -7.27434130e+14\n", - " 4.76970984e+13 2.14007822e+15 2.23069627e+14 -2.84549044e+14\n", - " 1.90020829e+14 -3.71380568e+14 1.21000933e+15 1.20358234e+15\n", - " 2.09791428e+15 1.75362200e+15 1.87758014e+15 -3.20349216e+14\n", - " 1.97862298e+15 2.45056364e+15 -4.03650945e+15 -1.38430818e+15\n", - " -2.70900730e+14 2.46558400e+15 2.42662092e+14 -1.25056186e+14\n", - " -1.47560237e+15 1.18062778e+15 -7.29257081e+14 -3.16353867e+15\n", - " -2.67077472e+15 1.89239058e+15 -7.20789812e+14 2.21557842e+15\n", - " 6.53046430e+14 -2.00195016e+15 4.14764348e+15 -2.98148669e+15\n", - " 1.42518118e+15 -1.33154328e+15 -2.08860436e+14 1.47555984e+15\n", - " 6.32953340e+13 -3.97270836e+14 5.88586350e+13 -2.47068806e+15\n", - " -1.38893478e+15 1.95786136e+14 -1.56029425e+14 -6.08664912e+15\n", - " -2.58318621e+15 2.88379347e+15 -2.49759231e+14 6.45904435e+14\n", - " -2.76422194e+15 1.96333228e+15 7.96213071e+14 -2.03868767e+15\n", - " 1.64130194e+14 2.02569640e+15 -3.79908782e+14 -2.22250555e+15\n", - " -1.05108793e+15 -2.45452356e+15 -5.83736876e+14 6.95315733e+14\n", - " 4.70561364e+14 -5.80047573e+15 -1.43966339e+13 -1.34136115e+14\n", - " -9.88822244e+14 -1.61720658e+15 -5.80070482e+14 1.39741784e+15\n", - " -2.28634143e+15 2.54966296e+14 -1.12352625e+15 7.72062137e+13\n", - " 6.10191404e+14 -1.55244129e+15 -1.47242203e+15 1.84033744e+13\n", - " 4.26190228e+15 2.10528800e+15 -9.17363687e+14 3.30325478e+15\n", - " 1.10109369e+15 9.40878131e+14 2.49182382e+14 -1.50214193e+15\n", - " -4.11870712e+13 7.94505997e+14 4.25648712e+14 -5.67507975e+15\n", - " -1.96730571e+15 -7.99474199e+14 -1.88965503e+15 -2.61514359e+15\n", - " -2.81054268e+15 1.21674099e+15 3.02277317e+15 -1.23662807e+13\n", - " -2.29015519e+14 1.04833645e+14 3.15332338e+14 -2.43210301e+15\n", - " 6.18737245e+14 1.54615017e+15 9.06452390e+13 5.58932985e+14\n", - " 2.04690832e+15 1.36194286e+14 1.53523271e+15 -9.37088693e+14\n", - " -1.91789726e+15 1.95287273e+14 4.12834881e+14 3.03866388e+14\n", - " -2.28910664e+15 1.77194416e+14 -1.82502594e+15 3.86737513e+14\n", - " 1.06278137e+15 2.57220174e+15 1.42395254e+15 -1.01287317e+15\n", - " 1.50277319e+15 -1.35811040e+15 -1.12898638e+15 -2.67680689e+15\n", - " -1.59202775e+15 3.26658618e+14 1.26420329e+14 -1.63443790e+15\n", - " 8.09647182e+14 1.43157741e+15 2.26994334e+15 -8.39726914e+14\n", - " 3.30741200e+15 1.66157494e+15 -7.01025576e+15 -7.70701322e+14\n", - " 6.87656661e+14 -2.39943902e+14 3.06287235e+15 -1.39289194e+14\n", - " 4.11276344e+15 -1.00166332e+15 -9.60831658e+14 -9.56859457e+13\n", - " 6.52686820e+14 3.74931593e+14 -1.04741954e+15 -6.33366017e+14\n", - " -1.19323503e+15 2.41699018e+13 -3.87266889e+15 -1.50267583e+14\n", - " 2.21609689e+15 -8.35235133e+13 -2.28038283e+15 -4.19427046e+14\n", - " 2.96262971e+14 -1.32797904e+15 3.17750989e+14 -4.52721724e+14\n", - " -1.33199466e+15 1.38105005e+15 -1.66602633e+15 3.66925209e+14\n", - " -1.64612299e+15 -9.34154393e+13 4.39110835e+15 -1.63975317e+15\n", - " 1.19377671e+15 1.84297943e+15 1.08309602e+15 1.60362477e+14\n", - " -1.03635339e+15 1.34072301e+14 1.62994163e+14 -5.73460497e+14\n", - " 1.29813116e+15 3.82616124e+15 -1.61141530e+15 -2.06313965e+15\n", - " -7.22455828e+14 -1.48612671e+15 6.55666388e+13 -5.12939941e+15\n", - " -1.37028247e+15 3.06929665e+15 -1.17952729e+15 -1.06688283e+14\n", - " -1.25217742e+14 2.13272577e+14 -6.71465520e+14 -1.90212277e+15\n", - " -3.04102067e+15 3.54110519e+15 -9.12386822e+13 -2.95353132e+15\n", - " -1.72707383e+15 8.91588573e+14 2.91423263e+15 -3.24372031e+15\n", - " -6.46107083e+14 5.70375893e+15 3.52635193e+14 8.74010209e+12\n", - " -3.34224227e+13 1.61328855e+15 8.29800113e+13 -2.85552474e+14\n", - " -1.66412972e+15 1.99327468e+15 -1.00233891e+15 -3.10502583e+15\n", - " -2.63374505e+15 -2.22950789e+15 5.30809362e+14 -2.30936233e+15\n", - " 1.31183154e+15 -7.90881835e+13 -2.46161988e+15 -1.37410232e+15\n", - " -3.77351971e+14 3.24484595e+13 2.18162739e+15 -6.20931199e+14\n", - " -1.09659910e+15 -2.06356201e+15 9.58613678e+14 -6.84201976e+14\n", - " 6.68061197e+14 -1.34704983e+15 2.05014536e+15 2.31178065e+15\n", - " -2.21153054e+15 2.22191724e+15 -1.37676842e+15 -1.28924766e+15\n", - " 7.17162342e+14 1.53859780e+15 4.69818411e+14 -5.26291984e+14\n", - " 1.58090988e+15 -7.96291828e+15 -1.48862682e+15 1.61609188e+13\n", - " -9.11047744e+14 -2.75414674e+14 3.15500815e+14 2.69346287e+15\n", - " -6.32711205e+14 3.73542946e+14 3.63947166e+14 -2.82544049e+15\n", - " -2.63365535e+15 -1.05913642e+14 3.30918512e+14 1.06854405e+14\n", - " -5.20271352e+14 4.21957061e+14 4.85449082e+14 1.30211637e+15\n", - " 1.01313183e+15 3.68614348e+14 1.17782832e+15 -3.32930954e+14\n", - " -1.28497030e+15 -1.74182435e+15 -1.88156989e+15 1.05503113e+15\n", - " -5.98649170e+15 -1.17627158e+15 -3.24341782e+14 -1.54012169e+13\n", - " 1.07777239e+15 -1.37904124e+15 -9.15530770e+14 1.37384550e+14\n", - " -7.62232858e+14 -1.03150034e+15 2.03474544e+13 -1.70728815e+15\n", - " -3.36227830e+14 -2.38362606e+15 -4.04459683e+14 -4.45382969e+15\n", - " 1.63058651e+15 -1.64458652e+15 -2.77105921e+15 -3.50344013e+14\n", - " -3.35231314e+14 4.93775448e+14 -2.46456398e+14 -3.01895006e+15\n", - " -8.08915221e+14 6.51683058e+14 -5.33548219e+14 -1.73656802e+15\n", - " -3.40057209e+15 1.15202807e+15 -3.68066519e+15 2.19402661e+15\n", - " -3.79945186e+15 -5.40270790e+14 -3.07192403e+14 -3.60779784e+15\n", - " 1.40364890e+15 2.19696803e+14 -9.24159285e+14 -6.34231679e+14\n", - " 1.98446080e+15 1.02804845e+15 -2.92419295e+13 -5.84307430e+15\n", - " 3.96008641e+14 -1.60577427e+15 4.03187079e+14 -6.43684833e+14\n", - " 1.53552525e+14 -9.47971824e+14 3.39794491e+14 -2.04579163e+14\n", - " -2.73702319e+14 -9.24098081e+14 1.66753519e+15 -7.64337904e+14\n", - " -4.67912433e+14 1.96071466e+14 -2.53708783e+14 -4.85776787e+14\n", - " 3.81057217e+13 4.33737017e+14 -6.00703607e+14 1.76500928e+15\n", - " 4.71693868e+13 6.43567520e+14 -4.19093030e+14 -1.17011285e+15\n", - " -1.16774864e+15 -8.76122052e+14 1.03374110e+15 -9.12460936e+14\n", - " 5.28595272e+14 -1.79897756e+15 7.68487239e+14 -1.02009344e+15\n", - " 2.84485330e+15 1.16559292e+14 3.51129095e+14 -3.11205063e+15\n", - " 1.20628986e+13 -1.47381226e+14 -6.33738832e+14 2.12924961e+14\n", - " 4.73041770e+14 -3.97143143e+14 -1.43008236e+15 1.51317217e+15\n", - " -1.85441999e+15 8.77825403e+13 2.18512368e+14 -5.05895567e+14\n", - " 7.14422917e+13 -1.63275876e+15 -2.74071042e+14 -9.03810029e+14\n", - " 2.31622046e+14 -5.71255106e+14 -8.56952311e+14 -4.04830642e+14\n", - " 9.15255347e+14 1.66781969e+15 1.28565044e+15 2.55144992e+14\n", - " -3.78000835e+14 -2.39853470e+14 -1.99156973e+15 -3.38847273e+14\n", - " 1.90845357e+14 -1.13147685e+15 2.84937261e+14 -9.66751259e+14\n", - " 1.58732431e+15 9.47341887e+14 1.34602884e+15 5.78514422e+14\n", - " -2.96606013e+15 -5.02622823e+14 8.77751014e+14 5.90369374e+14]\n", - "Found 632 total galaxies in catalog for cluster 21425\n", - "[-7.66201385e+14 1.08024346e+15 -5.47279263e+14 9.78755357e+14\n", - " -1.03959464e+15 3.44917244e+13 1.34788796e+12 5.92352395e+14\n", - " 7.71051398e+14 2.63896193e+14 7.23006750e+14 -2.70497149e+14\n", - " 3.69533920e+14 3.88753567e+14 -4.24147287e+15 -2.10903245e+15\n", - " -2.22900922e+15 3.28221571e+15 2.98141534e+15 -1.73861827e+15\n", - " 2.36975877e+15 -5.68349848e+15 6.89698477e+14 -2.43213604e+15\n", - " -5.15468066e+14 3.43418940e+14 -1.95600823e+15 5.25629529e+14\n", - " 3.10658223e+15 3.62208310e+15 -5.03471340e+15 -8.72599189e+13\n", - " -3.79325157e+14 5.52966021e+14 -6.48070106e+14 -3.08909860e+15\n", - " 4.58298588e+14 -2.10980458e+15 1.96805956e+15 -1.07919532e+16\n", - " -7.04092663e+15 -5.10741801e+15 3.46191467e+15 -9.87941243e+14\n", - " 3.91614703e+15 -4.21243987e+15 -5.83710099e+15 7.38030258e+14\n", - " -5.66598067e+15 -5.42063504e+14 -5.66488455e+14 1.50472217e+15\n", - " -3.90248485e+14 -3.17934072e+15 3.31504215e+15 -1.31618913e+14\n", - " -5.32391417e+15 -1.08831057e+15 1.65179718e+15 -1.82137507e+15\n", - " 1.05904027e+16 -5.28040956e+14 2.13727457e+15 1.51924007e+15\n", - " 9.94793725e+14 -2.78964674e+15 -1.46271567e+15 -1.84629116e+15\n", - " -1.77378137e+15 -1.10024331e+15 5.29929593e+15 3.33894319e+15\n", - " 1.88688554e+15 -1.60920577e+14 4.76074050e+14 -4.81044148e+15\n", - " -5.17604574e+14 -8.93483923e+14 3.30220544e+14 2.08978433e+15\n", - " 4.81025559e+14 6.02784900e+15 -4.88211653e+15 -3.34172102e+15\n", - " 7.09063952e+14 4.86269521e+15 -1.54057895e+15 -1.30410938e+15\n", - " -2.23557686e+15 4.64646378e+14 3.32475645e+15 1.76842957e+15\n", - " 2.41624892e+15 2.34062769e+15 3.51384755e+15 -7.69713497e+14\n", - " 6.23239948e+14 1.69322572e+15 2.42669183e+15 -4.08798829e+14\n", - " 2.38062681e+15 1.32955817e+14 -4.88856792e+15 8.33348338e+14\n", - " -2.79373518e+14 -5.19805976e+14 2.52049720e+15 2.72068161e+15\n", - " 5.46661388e+15 4.97035055e+14 -1.63662916e+14 -3.20169012e+15\n", - " -3.25476216e+15 -1.65054436e+15 3.54350337e+15 1.68659190e+15\n", - " 1.65657466e+15 9.82027578e+14 2.26199135e+15 5.31616502e+14\n", - " 5.24889783e+15 -5.15500462e+15 -2.20321248e+14 7.80397289e+14\n", - " 4.77072400e+14 1.71463142e+15 4.11275528e+15 -6.02138907e+15\n", - " 8.16471672e+14 9.43241185e+14 3.33179088e+14 1.83643902e+15\n", - " 1.53625037e+15 2.86755228e+15 2.51339113e+15 3.20112832e+15\n", - " -1.71507973e+15 -1.22380577e+15 1.18135451e+15 7.50497323e+14\n", - " 9.92468364e+15 4.06552174e+14 -1.94117635e+15 -1.14727050e+15\n", - " -2.02709293e+15 -1.91670948e+15 3.56866105e+14 1.89094840e+15\n", - " 2.32977188e+14 7.93810381e+14 -8.25237704e+14 -5.86059699e+15\n", - " 2.50961390e+14 -1.53507142e+15 4.00858375e+14 1.76527054e+15\n", - " 2.07805644e+15 1.58630842e+15 4.45016744e+15 -1.98700001e+14\n", - " 5.60756509e+15 -1.35086856e+15 4.50296798e+15 -8.71269669e+14\n", - " 2.49201056e+15 -5.05112563e+14 2.42427057e+15 2.14440808e+15\n", - " 1.23787973e+15 1.95708291e+15 1.63194574e+15 1.90521719e+15\n", - " 6.75100599e+15 4.49657794e+15 -8.21992479e+13 9.42845760e+14\n", - " -2.55637328e+14 -6.07211514e+14 3.58512867e+14 -7.01394834e+14\n", - " 1.49392687e+15 -4.50894942e+15 -5.30937801e+15 -1.53928492e+15\n", - " -5.61448751e+15 5.36079553e+15 8.17414254e+15 3.60571337e+15\n", - " 1.24458741e+15 1.04931575e+14 9.25969526e+14 -4.84731950e+14\n", - " 4.44652133e+15 -4.63677820e+14 -1.17564076e+15 6.90027080e+14\n", - " -3.24886378e+14 2.32400144e+15 -6.07826859e+14 -7.63301708e+14\n", - " -9.53992933e+14 1.96028244e+15 1.01914344e+15 -1.08450331e+15\n", - " -1.98158377e+15 5.74268977e+14 -5.42586190e+15 9.73730783e+14\n", - " -2.64394450e+15 -1.77147601e+15 1.78357794e+15 3.53199094e+14\n", - " 4.76206322e+13 -3.51017895e+15 2.34559156e+15 2.24079464e+14\n", - " 4.87459306e+13 -1.27169554e+15 -1.04099952e+15 -2.99787911e+15\n", - " 4.43355509e+15 1.76879456e+15 -1.39513459e+15 -7.80359297e+14\n", - " 1.53717335e+15 -3.17402729e+14 1.43396431e+15 -1.24465172e+14\n", - " 4.24860296e+14 -2.07463106e+14 4.74341285e+14 -2.56174257e+15\n", - " 1.57704571e+15 1.29901732e+15 7.66463478e+14 -7.05536021e+14\n", - " -1.05191219e+14 -6.09660656e+14 1.79392171e+15 5.45925635e+13\n", - " 3.63657866e+15 -2.18027794e+15 -7.78551707e+14 4.01878625e+14\n", - " -1.41972891e+16 -2.39524583e+15 5.18102906e+15 -2.94052145e+15\n", - " 1.49201850e+15 1.79824932e+14 5.88821845e+15 -2.90486048e+15\n", - " -2.51034924e+15 1.08774504e+14 5.71402819e+15 -3.22801465e+14\n", - " 1.30268756e+15 2.63974226e+15 -2.12904736e+14 3.86083678e+15\n", - " 1.70276566e+15 2.15531586e+14 -8.10703328e+14 -1.18298462e+15\n", - " 1.69394851e+15 8.23157905e+14 -1.19507226e+15 3.98108796e+15\n", - " 2.52361582e+15 -2.52968843e+14 -1.44486541e+15 3.32754562e+15\n", - " 1.51148871e+15 7.48948616e+14 -4.21389133e+15 -1.18492547e+15\n", - " -9.30864035e+13 2.15313444e+15 -1.62686637e+15 -4.09723284e+15\n", - " 2.50304304e+14 1.61922282e+15 3.13208813e+15 2.51576512e+15\n", - " 1.62150260e+15 1.33381261e+15 2.65632924e+15 -2.52338496e+14\n", - " -1.12568250e+15 2.26424343e+15 2.76519582e+15 1.37996464e+15\n", - " -2.00211971e+15 -4.06467141e+14 -3.30897904e+14 -8.82156602e+14\n", - " 3.42183455e+14 4.02164625e+14 2.59709013e+15 1.53954382e+15\n", - " 7.94086300e+14 1.49764722e+15 5.04640494e+14 -9.69057574e+14\n", - " -1.65188625e+14 3.45065204e+15 -1.53889957e+15 6.62027363e+14\n", - " -4.28378431e+14 2.71642980e+15 -6.44881703e+14 1.09639505e+15\n", - " 1.69615004e+15 1.27167255e+15 5.55532059e+14 -1.52132770e+15\n", - " 1.49481602e+15 -4.11621720e+15 -5.18322745e+14 -3.61172930e+14\n", - " 1.09363694e+15 -7.70650498e+14 -3.51344692e+14 -2.81085467e+14\n", - " -1.06316811e+15 1.40198717e+15 -1.54715329e+15 -1.39283955e+15\n", - " 2.20340171e+14 7.11670037e+14 5.20784661e+14 -9.93534392e+14\n", - " -3.41314432e+14 1.09657174e+15 -4.80755909e+15 -7.89046432e+14\n", - " -1.79034230e+15 8.98951228e+14 4.98297589e+15 -1.69734136e+15\n", - " 1.95235304e+14 -2.09007897e+14 5.53334252e+14 7.75459153e+14\n", - " 1.05286259e+15 -4.70424013e+13 -6.46199602e+14 -1.49765113e+15\n", - " -2.03940237e+15 5.10657356e+13 -8.70801103e+14 5.22079400e+15\n", - " 7.29301591e+14 4.42614055e+14 4.95528428e+14 2.92277897e+15\n", - " 2.10694515e+15 -8.36035302e+14 -1.42331389e+15 6.65687960e+14\n", - " -2.39051187e+15 -3.09723940e+15 3.70963019e+15 -5.51528824e+14\n", - " -4.18945610e+14 -7.19374314e+14 6.86220143e+15 -1.89894883e+15\n", - " -1.41566124e+15 -2.49545861e+15 -1.45448376e+15 1.88103783e+15\n", - " -9.16767004e+14 1.41103660e+15 1.65386239e+15 5.26197253e+13\n", - " 1.30055201e+15 1.16903074e+15 2.12103381e+14 1.57866124e+14\n", - " 1.28763297e+15 1.09468834e+15 -1.22230882e+14 1.05355879e+15\n", - " -1.69314047e+15 6.66278642e+14 -1.60511793e+15 -1.24312900e+15\n", - " 1.38043527e+14 -9.39478608e+14 -6.70230749e+14 5.33574543e+13\n", - " -9.52975766e+14 -3.60001497e+14 1.00616005e+14 -1.70236385e+15\n", - " -1.11868778e+15 -1.85520802e+15 7.37532691e+14 -3.21306952e+14\n", - " -2.43423555e+14 1.20009389e+15 -2.46031571e+15 1.30497859e+15\n", - " -2.24462534e+15 1.87023138e+15 2.99917209e+15 1.21119264e+15\n", - " 7.02076095e+14 -1.31530892e+15 -4.42623753e+12 6.51624524e+14\n", - " 8.12428044e+14 3.42843924e+14 4.87518799e+14 -4.85026728e+14\n", - " 3.60716648e+15 2.44081711e+15 5.23330058e+14 6.27645323e+14\n", - " 2.64803977e+15 -3.95339088e+14 2.00265366e+14 2.08459615e+15\n", - " -2.15944450e+15 5.46665747e+14 -1.65761856e+15 8.44731419e+13\n", - " 1.04549483e+15 1.65852056e+15 -2.25386446e+15 1.72887853e+15\n", - " -1.84242002e+15 -1.04272791e+15 -7.03459052e+14 6.11487658e+14\n", - " -1.80929982e+15 -1.25317486e+15 -1.43208106e+15 8.14323926e+14\n", - " 3.27878088e+13 1.67309840e+15 5.29802508e+14 4.73937054e+15\n", - " 3.30773557e+14 1.33537006e+15 2.70900322e+15 9.74262249e+14\n", - " 1.03862948e+15 -3.63455323e+14 4.16902334e+15 -4.90655154e+14\n", - " 1.32451638e+14 3.51777550e+13 4.63698050e+15 -1.71738527e+15\n", - " -1.32238388e+15 -3.22814557e+14 -1.37586285e+15 -7.68364822e+14\n", - " 1.70053378e+15 1.14823757e+15 -1.51399469e+15 8.66084414e+14\n", - " -1.59824125e+15 2.54712218e+15 1.47802936e+15 -5.84138540e+14\n", - " 2.04833143e+14 -1.60032546e+14 -1.29315618e+15 7.48722910e+14\n", - " -1.56426870e+15 1.24095134e+15 -3.99756627e+14 7.62457698e+14\n", - " 8.19680867e+14 -2.15119947e+15 3.94805841e+15 7.21645699e+14\n", - " 8.76095846e+14 -2.38877059e+15 -2.59934702e+14 2.91764600e+15\n", - " 1.15619196e+15 1.47990721e+15 -1.63997182e+15 -2.34310861e+15\n", - " 1.25362571e+15 1.38773481e+15 -1.50552769e+14 1.81796314e+15\n", - " -4.23355723e+14 -5.01405651e+15 1.63486819e+15 -1.18104887e+15\n", - " 9.16487748e+13 3.74043765e+14 -6.11127467e+14 -2.73223566e+15\n", - " -1.49513512e+15 2.01278805e+15 9.66155431e+14 -2.57917496e+15\n", - " 5.35582491e+14 7.94554973e+13 4.81578853e+14 2.30345554e+14\n", - " 1.19936045e+15 -2.08321134e+15 -7.24717796e+14 1.63662668e+14\n", - " -3.63870195e+14 1.89733369e+15 -1.21950895e+15 -1.13376878e+15\n", - " 3.13808554e+15 -3.89374808e+14 -1.71448936e+15 1.87820348e+15\n", - " -1.13490532e+15 -2.75604885e+14 -6.46331931e+14 -1.16698038e+15\n", - " -4.02933726e+15 2.29761525e+15 2.43482987e+15 1.78288662e+15\n", - " 8.73262046e+14 -1.02561076e+15 2.87468095e+15 -2.65847562e+14\n", - " 2.83299903e+15 -6.47329553e+14 6.46275703e+14 -1.85331394e+15\n", - " 8.76833092e+14 -5.19812893e+14 -2.21618571e+15 -1.70048993e+15\n", - " 1.69579216e+15 -2.71928084e+15 2.66944898e+15 -7.44892732e+13\n", - " 7.35532728e+14 4.54763001e+14 2.48226995e+15 1.85911487e+15\n", - " 1.28263997e+15 -1.63261721e+14 1.87430506e+15 4.54447722e+14\n", - " 1.03148974e+15 -2.16346449e+15 -3.92120833e+14 -2.68656770e+14\n", - " 1.12848422e+15 1.67580448e+15 4.33268260e+15 1.43176101e+15\n", - " -2.37400438e+15 6.46061575e+14 -8.72591600e+14 -8.64490722e+12\n", - " -4.32446827e+13 -4.05463884e+14 2.23403957e+15 4.59967192e+15\n", - " -3.73404449e+14 3.58644291e+14 2.41062670e+15 9.08906223e+13\n", - " -1.01933997e+14 3.40608408e+14 1.82689380e+13 4.05019325e+14\n", - " -6.27765807e+14 3.22189307e+14 -6.66810821e+14 -1.00601072e+15\n", - " -2.20274557e+15 -3.08694854e+14 1.94605672e+15 1.53642866e+15\n", - " -5.04321756e+14 -4.78974734e+14 -3.45763670e+13 -1.69022393e+14\n", - " 1.15279892e+14 -5.69941027e+14 7.85125408e+15 -9.90928501e+14\n", - " -1.85811567e+15 -4.91435775e+13 -5.18727584e+14 3.42158074e+13\n", - " -5.63303959e+14 -1.75660176e+14 1.29470760e+15 -3.29202969e+14\n", - " 1.03920657e+15 -2.23313337e+14 2.99444936e+15 8.87389295e+14\n", - " -4.17135520e+14 4.25939303e+14 -7.08393254e+14 -1.38196942e+15\n", - " 1.77445942e+14 8.42373060e+14 3.83247411e+14 -2.38731989e+15\n", - " -1.72717805e+15 8.52919288e+13 -1.67387325e+13 1.29775955e+15\n", - " -6.34146135e+14 1.40814382e+14 6.14634127e+14 1.25438316e+15\n", - " 2.72239898e+14 -2.65667275e+14 1.77645184e+15 1.96969069e+15\n", - " 4.06279636e+14 -2.18148574e+14 2.82706150e+14 -3.74454922e+14\n", - " -7.33560703e+13 -1.35477631e+15 -1.09659547e+15 -7.50862573e+14]\n", - "Found 8401 total galaxies in catalog for cluster 30553\n", - "[-2.00902972e+15 5.22447123e+14 1.88753044e+14 ... 3.91307255e+14\n", - " 1.11724912e+15 -4.13898443e+14]\n", - "Found 2161 total galaxies in catalog for cluster 11651\n", - "[ 9.46130667e+14 -2.53725026e+15 4.16707461e+14 ... -4.22919477e+14\n", - " 7.68795874e+14 2.90226771e+14]\n", - "Found 3115 total galaxies in catalog for cluster 27728\n", - "[ 5.82231868e+14 4.64159384e+15 -1.15803762e+15 ... -4.79678298e+14\n", - " -4.29645752e+14 -5.39675432e+14]\n", - "Found 3282 total galaxies in catalog for cluster 30757\n", - "[ 1.13187556e+15 5.91684397e+14 2.03716561e+15 ... -1.04884830e+14\n", - " 3.34916985e+14 2.15475801e+14]\n", - "Found 5806 total galaxies in catalog for cluster 32634\n", - "[-3.85403326e+15 -4.65747763e+14 4.62048495e+14 ... 8.37594176e+14\n", - " 5.74685593e+14 -1.01602446e+15]\n", - "Found 3646 total galaxies in catalog for cluster 33429\n", - "[ 8.51724799e+14 5.31710842e+15 1.18921704e+15 ... -6.89263869e+14\n", - " -4.14237145e+14 -2.19892036e+14]\n", - "Found 2372 total galaxies in catalog for cluster 15656\n", - "[-2.25161265e+14 1.87328190e+15 -4.10281523e+15 ... -7.90215627e+14\n", - " 1.20114901e+15 -5.87244033e+14]\n", - "Found 963 total galaxies in catalog for cluster 29784\n", - "[-7.37958337e+14 -1.82281581e+14 1.84488277e+14 -1.14754893e+14\n", - " -3.92016457e+14 9.30436452e+14 -5.50306683e+14 9.49667153e+14\n", - " -3.74492977e+14 3.69776921e+14 2.69399851e+14 -9.51997055e+14\n", - " -2.60472841e+14 -2.25308115e+15 1.12893246e+15 -4.62341815e+14\n", - " 1.63869570e+15 -2.18755381e+14 7.77059112e+14 -9.83719805e+14\n", - " -2.70360130e+15 2.38110888e+15 1.05692727e+15 7.85875555e+13\n", - " 1.84108669e+15 1.10795717e+15 8.95663309e+14 -3.59965844e+14\n", - " 5.03403317e+15 -1.22862492e+15 -3.40971953e+15 2.54092857e+15\n", - " 2.60918301e+15 -1.63817255e+15 3.85544364e+15 -1.18822315e+15\n", - " 1.86378333e+15 -2.01619030e+15 -2.46103599e+14 1.88383362e+15\n", - " -3.38504600e+14 3.58214422e+15 5.71948888e+15 2.15057959e+15\n", - " -1.61762861e+15 -1.64259308e+15 1.13321119e+15 -2.56043258e+15\n", - " 1.52121266e+14 -1.51798225e+15 3.86974454e+15 4.95182580e+14\n", - " 2.66851345e+13 -8.40736957e+14 1.28357656e+15 9.33265932e+14\n", - " 2.06325822e+15 -8.86832195e+15 -1.24141058e+15 -2.74945343e+15\n", - " 2.47478522e+15 3.84164350e+15 1.86732612e+15 -2.89440565e+15\n", - " 3.24176677e+15 -2.39658372e+15 -9.89001730e+14 -1.89738986e+14\n", - " -1.47038218e+15 1.38767784e+15 6.13353932e+14 1.18558750e+16\n", - " 5.56774768e+13 1.80535391e+14 3.65081805e+14 2.92734375e+15\n", - " 7.32909435e+14 2.45656882e+14 -4.43864036e+14 -5.21975165e+14\n", - " -3.64159528e+14 -2.58876049e+15 -2.00669854e+15 -3.29735893e+15\n", - " 6.54713570e+14 2.15713701e+15 -1.05385127e+15 2.26230930e+15\n", - " 4.97727623e+15 5.06951537e+14 1.62298968e+15 -8.34491759e+12\n", - " -7.22901432e+14 -2.97815251e+15 3.07264565e+15 -1.27988706e+15\n", - " 3.76618080e+15 1.51746149e+15 -1.01121612e+15 -3.16293704e+15\n", - " -2.44128393e+15 -7.14228816e+14 -6.69521889e+15 4.79163851e+15\n", - " -4.40933628e+15 -5.83170798e+15 -2.99728267e+14 4.85113151e+14\n", - " 3.01468150e+15 -1.97751155e+14 -5.27449310e+15 2.40878141e+14\n", - " -2.33691484e+15 -9.65772621e+14 2.13887406e+15 -1.63809279e+15\n", - " -2.78274087e+15 -9.10391433e+14 -1.29475288e+14 3.12072211e+15\n", - " 1.37796709e+15 1.81657180e+15 -6.50014617e+14 -4.49123935e+15\n", - " -1.34302475e+15 -5.16172632e+15 -1.02667771e+14 2.51824703e+15\n", - " -2.88251075e+15 6.66610088e+15 -2.94423388e+15 3.20802313e+14\n", - " 7.94637815e+14 8.52491277e+14 3.28387772e+15 6.63786626e+15\n", - " 2.12460282e+15 -2.26584774e+15 -2.60032544e+15 9.56075501e+14\n", - " 2.98316823e+15 3.93041194e+15 -1.02248708e+15 -3.51821601e+15\n", - " -2.78764093e+14 -2.80638486e+15 -2.10369059e+15 -1.60497116e+14\n", - " 7.92190492e+14 -8.90918017e+13 -5.36620156e+15 -1.07371383e+15\n", - " -9.65279578e+14 -1.42522722e+15 -5.21644779e+15 -1.59700966e+14\n", - " -1.24507211e+15 -1.40324393e+15 -1.99904903e+15 -2.93016991e+15\n", - " -5.50241982e+15 -2.58274401e+14 -3.14265041e+15 -9.02075157e+14\n", - " 5.56868784e+13 -1.49442816e+15 8.69838779e+14 2.81196332e+14\n", - " -1.58796503e+15 1.42419782e+15 1.37705216e+15 -3.64840987e+15\n", - " -7.45217985e+14 1.19968480e+15 2.34916439e+15 -2.50369510e+14\n", - " -3.11443142e+15 -7.08395324e+15 -1.92047473e+15 -6.23424178e+14\n", - " -1.26156361e+15 3.91570850e+14 -3.78468877e+15 -2.05290379e+15\n", - " -2.98014929e+15 4.50905311e+15 -1.67864863e+15 1.24387627e+15\n", - " -1.63195678e+15 -1.40310549e+14 5.73463479e+14 6.76024875e+13\n", - " -2.70253205e+15 -4.60619232e+14 3.21308388e+14 8.73984513e+13\n", - " -1.31499893e+15 -3.34249687e+14 5.06843806e+15 -3.28758500e+15\n", - " -2.53973072e+15 -3.47462713e+15 -1.97421404e+15 1.42791630e+15\n", - " 1.90060640e+15 5.63293465e+15 1.17544735e+14 -3.62461229e+15\n", - " -1.02837574e+15 2.02948394e+15 1.46360453e+15 -1.52433861e+15\n", - " -7.44003721e+14 1.16494675e+15 -1.79541310e+15 -2.15692022e+15\n", - " 6.97686353e+14 4.11714854e+14 1.03252777e+14 2.63901548e+15\n", - " -7.26664500e+14 6.93323330e+13 -8.66745620e+14 1.55587433e+15\n", - " 3.01599138e+14 1.32183934e+15 -4.70893489e+14 1.96780611e+15\n", - " 2.15045782e+15 -8.03854753e+14 -5.03516159e+13 1.85075881e+15\n", - " 2.16502721e+14 2.13707197e+15 -7.53957824e+15 2.61358188e+15\n", - " -9.30372859e+14 8.85617934e+14 3.17901685e+15 -1.83894123e+15\n", - " -1.74696607e+14 -2.67098226e+15 -2.75382778e+14 9.43476516e+14\n", - " -3.02968124e+15 1.07673237e+15 -1.73758201e+15 -4.10241165e+14\n", - " -2.29658283e+15 2.17597974e+15 4.18723452e+14 -6.53305943e+15\n", - " 3.51074887e+14 2.59715819e+15 1.37414542e+15 -2.89790189e+15\n", - " -2.96872164e+15 5.52977019e+14 -1.19267828e+15 3.50347243e+14\n", - " 4.65710193e+14 -4.24772193e+14 2.97426460e+14 1.95400837e+15\n", - " -3.18622638e+15 4.27742126e+15 1.04456665e+15 1.43033233e+15\n", - " 2.65186820e+14 -9.94854084e+14 2.40347180e+15 2.30891798e+15\n", - " -1.03852936e+15 1.06934412e+15 1.93712956e+15 -5.38494411e+14\n", - " 1.18996652e+15 4.94295275e+14 -1.33562490e+15 -2.85912024e+14\n", - " -5.10340744e+15 -1.00450091e+15 2.79332373e+14 2.62138063e+15\n", - " -8.76618948e+14 -1.76530339e+15 -2.46371878e+15 -2.90735962e+15\n", - " 1.62816141e+14 -2.25196423e+15 1.65384038e+15 -9.81660312e+14\n", - " -3.95920390e+15 -9.78590298e+13 1.30219373e+15 1.70229525e+15\n", - " 1.29840364e+15 -4.38145388e+14 -1.58415215e+15 6.79505539e+14\n", - " 8.48934527e+14 5.18928863e+15 4.37081626e+15 3.72923415e+14\n", - " -1.38186495e+15 -3.99615301e+15 2.58505167e+15 6.34774829e+15\n", - " 9.71961817e+14 4.50887861e+15 1.31810721e+15 1.84376078e+15\n", - " -5.34167848e+14 -2.82591532e+15 3.53409223e+14 1.09826318e+15\n", - " 6.00875925e+14 1.01593284e+15 -1.02088893e+15 -1.13492465e+15\n", - " 5.42725943e+14 1.74368393e+14 -1.20850356e+15 2.43171552e+15\n", - " -8.14418304e+14 5.31848169e+14 1.28379004e+15 -1.27819998e+14\n", - " 3.10417512e+15 1.75560926e+15 9.88565271e+15 3.42939312e+15\n", - " 4.84446584e+13 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6.95186011e+14 6.03067961e+13 6.23215635e+14\n", - " -1.46823160e+15 2.38357886e+15 -3.71273846e+14 -5.26577355e+14\n", - " -3.09964096e+14 -2.07880462e+15 3.11960979e+15 2.37007706e+15\n", - " -1.12117054e+15 2.76490257e+15 7.34668228e+14 -1.36880864e+15\n", - " -1.20352678e+15 1.50257603e+15 -4.00403127e+14 -1.39930662e+15\n", - " 1.01849969e+15 -1.23042225e+15 7.97908198e+14 -5.39901852e+14\n", - " 1.61044725e+15 -2.07638364e+15 7.58494840e+14 1.11724737e+14\n", - " -4.09143371e+15 -4.60524773e+14 -2.82564088e+15 -3.99369807e+14\n", - " -1.95943788e+13 1.10798669e+15 5.36544601e+14 -1.37384550e+15\n", - " -2.15820593e+15 -1.64634877e+15 -1.56043551e+15 8.86100304e+13\n", - " -1.85016463e+15 3.21168358e+14 -4.85467145e+14 6.68101061e+14\n", - " -5.68638433e+14 1.68728448e+15 7.04091691e+14 4.87304252e+14\n", - " -3.27739101e+15 1.50643416e+14 5.33254461e+14 -1.86674471e+15\n", - " 4.01316942e+14 -1.21059600e+15 -5.16094343e+14 2.86228690e+15\n", - " -6.94667743e+14 -9.90314746e+14 -4.56874725e+13 3.09268003e+13\n", - " 1.03495802e+15 1.66152242e+15 8.98453494e+14 1.67029318e+13\n", - " -6.39870041e+13 -5.38835962e+14 -1.34440893e+15 4.94582678e+14\n", - " 1.13122278e+14 2.51666185e+15 8.93091375e+14 4.18567154e+15\n", - " 9.30939934e+14 -3.29180114e+15 -2.37984564e+15 1.41747686e+15\n", - " 1.05188960e+15 1.68699574e+15 -4.03014820e+14 1.55273326e+15\n", - " -5.02090862e+14 2.11089183e+15 -2.01621993e+15 2.10338950e+15\n", - " 3.33344728e+14 1.64103632e+15 -1.03139250e+15 -5.23720020e+14\n", - " -2.53374103e+15 -8.93721688e+14 -1.25149875e+14 1.75700611e+15\n", - " -2.86995903e+15 -3.75297259e+15 -2.66098090e+14 -1.61045540e+15\n", - " -9.23788167e+14 -7.57193697e+14 4.24616397e+14 3.41292031e+14\n", - " 4.43665463e+14 -1.62684938e+15 -5.81010727e+14 1.94203470e+15\n", - " 5.97101225e+14 6.54571567e+13 -3.11065701e+14 1.16196466e+15\n", - " 4.90967557e+14 2.61297108e+15 2.37980730e+14 1.11433930e+15\n", - " -2.10765032e+15 -9.80279995e+14 8.44054974e+13 -2.80623311e+14\n", - " -3.17314096e+15 -1.17598730e+15 -8.89960631e+14 -1.23757013e+13\n", - " 2.78945891e+15 -1.48084969e+15 -7.56690188e+15 -4.95437804e+14\n", - " 6.06932037e+14 -1.46200112e+15 -6.00517553e+14 -3.28224042e+14\n", - " -1.34015593e+15 -1.68585001e+15 1.71390071e+15 1.11862980e+15\n", - " 7.73033027e+14 -1.01454313e+15 1.06188119e+14 5.92474531e+14\n", - " 9.74112576e+14 -8.03576897e+14 1.07666254e+15 -2.22899933e+15\n", - " 1.17026426e+15 -2.68675098e+15 2.93950875e+14 4.50497590e+14\n", - " -3.73470479e+14 -2.70113446e+15 1.32383495e+15 -1.96878787e+15\n", - " -1.64729551e+15 1.55055672e+15 5.04359576e+14 3.94997776e+14\n", - " -1.69621829e+15 1.45061932e+14 3.42513567e+14 2.19679454e+15\n", - " 2.27903119e+15 8.00942897e+14 -9.06790704e+14 3.22160433e+14\n", - " -2.23649902e+15 1.44703559e+15 8.83796235e+14 1.09604458e+15\n", - " -7.60451048e+14 -2.06775333e+14 1.45332612e+15 -2.14779069e+15\n", - " 7.19178597e+14 -2.27538252e+15 9.05416276e+14 -7.59628431e+14\n", - " 8.68835807e+14 -4.76219302e+14 -3.60276068e+14 1.19869162e+15\n", - " -2.13042984e+15 1.20870362e+14 -1.64044137e+15 -4.02687531e+15\n", - " -3.19441757e+14 -4.11080355e+14 8.17541759e+14 -3.98687096e+14\n", - " 4.55355246e+14 -4.17688896e+14 3.77167224e+13 -3.36063099e+15\n", - " 5.25411372e+14 -3.35316282e+13 -1.15799032e+15 2.22108506e+15\n", - " 1.05136860e+15 3.26144972e+15 -2.71529405e+15 -8.24904953e+14\n", - " 3.84006541e+14 2.75983348e+13 2.32740765e+15 1.83277291e+13\n", - " -2.46545108e+15 -8.62943482e+14 -2.40959848e+14 5.08688984e+14\n", - " 2.96781690e+14 -1.19863854e+15 4.18923711e+14 1.67861062e+14\n", - " 1.58366209e+15 -2.20586728e+14 1.50465539e+15 8.74203006e+14\n", - " -1.09489140e+15 4.83354145e+15 1.31994656e+15 -2.08023928e+14\n", - " 2.25401920e+15 -4.08390982e+14 1.29964730e+15 6.56452287e+14\n", - " 2.34829914e+15 2.21480407e+15 4.25107996e+15 2.32919815e+15\n", - " -9.24561434e+14 -1.13951757e+15 1.12014545e+15 -5.11682283e+14\n", - " -1.59828919e+15 3.83458124e+14 -1.66625544e+15 -5.86321029e+15\n", - " 3.53823589e+15 8.07558226e+14 -2.22147506e+15 -6.83087952e+14\n", - " -3.10591049e+15 -1.80196097e+15 6.95061181e+14 3.47490871e+14\n", - " 1.22214427e+15 -7.77292734e+13 -1.80213755e+14 1.76067338e+14\n", - " -2.57554679e+13 3.17248024e+15 -4.23809064e+14 3.00203097e+13\n", - " -5.99637405e+15 1.94297923e+14 -3.12039513e+15 2.03147943e+15\n", - " -3.94911738e+14 5.43276193e+14 1.10355661e+15 1.13994815e+14\n", - " 3.53941224e+14 -7.97341321e+14 5.03010661e+14 1.06894277e+15\n", - " 9.61913635e+14 2.66796317e+15 -1.23713834e+15 3.53963952e+14\n", - " 1.64172907e+15 -6.56502429e+13 2.91691634e+13 1.57643655e+15\n", - " -3.01465109e+15 -3.04643403e+14 6.68337619e+14 -4.39134237e+14\n", - " 6.08978656e+14 -2.04231388e+15 9.85500598e+14 5.44960291e+14\n", - " -1.87125496e+14 3.26273553e+14 -2.57237319e+14 8.25314824e+14\n", - " 1.54813681e+15 1.93426772e+14 4.32952255e+14 3.78071043e+13\n", - " 1.78994756e+15 1.17746471e+15 -4.31795126e+14 -3.17885558e+14\n", - " -3.56266406e+15 -9.20230247e+14 1.17472608e+14 1.84889038e+14\n", - " -5.01088543e+14 -2.10332139e+13 -6.93280903e+14 3.55752742e+15\n", - " -1.45142846e+14 -7.08976031e+14 -1.15392874e+15 2.24914884e+15\n", - " -3.33593907e+14 -1.15547066e+15 9.60462421e+14 6.08069859e+14\n", - " -9.79263050e+14 -9.08093299e+14 -5.16395774e+14 -8.11236668e+13\n", - " -7.51517300e+12 8.10113998e+14 -5.17157116e+14 8.58028225e+14\n", - " 4.89807371e+14 -3.91216576e+14 4.67785344e+14 -4.96779252e+14\n", - " -4.23073919e+14 -1.10894043e+15 1.20753722e+15 1.30571434e+14\n", - " 4.40773722e+14 -2.20789266e+15 8.67048686e+13 1.83894059e+14\n", - " -2.00189544e+15 -1.49816986e+15 3.49702748e+13 1.04085073e+14\n", - " 2.11330528e+13 7.34210122e+14 -1.10070252e+15 4.24907683e+14\n", - " 1.97548141e+14 2.97848838e+14 -9.37138584e+14 -2.19835282e+14\n", - " -6.08809436e+14 -6.91748422e+14 4.43205550e+14 1.15955809e+15\n", - " 1.14659256e+15 -1.13732284e+14 6.32665997e+14 3.05902098e+14\n", - " 6.36552740e+14 -1.32676481e+15 -9.88541035e+14]\n", - "Found 2313 total galaxies in catalog for cluster 22630\n", - "[ 8.51587648e+14 -3.75245908e+14 -1.16964224e+14 ... -3.01910259e+14\n", - " -2.20834296e+14 8.32172945e+14]\n", - "Found 1247 total galaxies in catalog for cluster 17777\n", - "[-3.38649869e+14 1.00347783e+15 -1.05884567e+15 ... 3.44799419e+14\n", - " -8.41254526e+14 -3.66644610e+14]\n", - "Found 2529 total galaxies in catalog for cluster 33569\n", - "[-7.34770010e+14 -1.96768705e+15 -1.29612553e+15 ... -2.19398739e+14\n", - " -2.44285906e+14 -7.63164626e+14]\n", - "Found 2263 total galaxies in catalog for cluster 39996\n", - "[ 1.08947369e+14 -2.22168887e+14 -8.97323670e+14 ... 2.15614881e+14\n", - " -4.66746134e+14 -7.54631133e+14]\n", - "Found 4094 total galaxies in catalog for cluster 37007\n", - "[ 2.80323801e+14 2.84900887e+15 1.10051822e+15 ... -5.22372778e+14\n", - " -5.08101342e+12 4.91980157e+14]\n", - "Found 4852 total galaxies in catalog for cluster 25937\n", - "[ 9.32515588e+14 -2.66318830e+15 -1.35879702e+15 ... -8.62793903e+14\n", - " -3.32732966e+14 6.03956029e+13]\n", - "Found 1586 total galaxies in catalog for cluster 24386\n", - "[-2.58084442e+15 -1.66103277e+15 8.15287526e+14 ... 1.38022693e+14\n", - " 3.57097229e+14 -1.59442426e+14]\n", - "Found 5253 total galaxies in catalog for cluster 44685\n", - "[-3.78521169e+15 1.31152833e+15 -1.35952846e+14 ... -5.25520983e+14\n", - " 7.00188343e+14 4.70455524e+14]\n", - "Found 2779 total galaxies in catalog for cluster 48725\n", - "[ 1.02052727e+15 -9.63890073e+14 1.47725352e+15 ... -5.57637538e+14\n", - " -6.80528600e+14 -2.35934934e+14]\n", - "Found 2228 total galaxies in catalog for cluster 27260\n", - "[-1.94903228e+15 3.19466292e+15 -7.03903015e+14 ... -8.62062889e+14\n", - " -1.10085016e+15 3.90708812e+14]\n", - "Found 1532 total galaxies in catalog for cluster 35316\n", - "[ 1.40483938e+15 -4.22730440e+14 -4.15287838e+14 ... -7.46857530e+14\n", - " -5.12594365e+13 -1.11972633e+15]\n", - "Found 1270 total galaxies in catalog for cluster 59428\n", - "[ 5.13761286e+14 -1.73517981e+14 5.17088313e+14 ... -6.18984581e+14\n", - " -3.93720568e+14 -8.56817007e+14]\n", - "Found 2305 total galaxies in catalog for cluster 25976\n", - "[ 4.91943669e+14 7.04918950e+14 5.21084442e+14 ... 8.15161939e+14\n", - " -8.04345228e+14 -8.44612378e+14]\n", - "Found 3178 total galaxies in catalog for cluster 31596\n", - "[ 2.10463620e+15 -3.05129080e+15 7.16253721e+14 ... -7.50774970e+14\n", - " -2.16445397e+14 -3.69846487e+14]\n", - "Found 6358 total galaxies in catalog for cluster 26346\n", - "[ 2.53248222e+14 3.36816763e+15 -2.55684344e+15 ... 8.78047968e+13\n", - " -6.81770617e+14 -6.47895833e+14]\n", - "Found 3056 total galaxies in catalog for cluster 36608\n", - "[ 3.50688162e+14 5.54681910e+15 -1.44819393e+15 ... -5.31466731e+14\n", - " -4.62455074e+14 -4.82025990e+14]\n", - "Found 3770 total galaxies in catalog for cluster 26938\n", - "[-1.26838485e+14 4.46916397e+14 2.49215718e+15 ... -5.26948581e+14\n", - " 3.20170912e+14 2.97780184e+14]\n", - "Found 1528 total galaxies in catalog for cluster 74483\n", - "[ 1.44343591e+14 7.73215843e+14 -5.05798053e+14 ... 2.95719215e+14\n", - " -4.72604858e+14 -5.33003924e+14]\n", - "Found 2946 total galaxies in catalog for cluster 62882\n", - "[ 2.08367134e+15 -1.96036108e+15 2.73727766e+14 ... 1.18877851e+15\n", - " -7.23494022e+14 6.21026242e+13]\n", - "Found 626 total galaxies in catalog for cluster 25770\n", - "[ 1.00415764e+15 1.66860757e+14 2.12551529e+14 -1.06726456e+15\n", - " -9.71950716e+14 -1.00337046e+15 -5.67707070e+14 1.65377774e+15\n", - " -2.19069392e+14 -3.88872077e+15 1.24575643e+15 1.55120180e+15\n", - " 3.45378324e+15 -3.45072873e+14 5.53660330e+15 6.24205520e+14\n", - " 1.53493882e+15 1.26933127e+15 2.48106887e+15 -1.70511260e+15\n", - " 1.08016354e+15 -3.52821530e+15 -5.69558906e+14 -4.58708619e+15\n", - " 4.43989357e+15 6.63825842e+15 5.87793653e+15 2.02293235e+15\n", - " 1.93698106e+15 3.49166171e+15 -4.65770950e+15 -5.87428793e+15\n", - " -3.82593312e+15 3.74970907e+14 -1.09855887e+15 -1.76164047e+14\n", - " -3.26332434e+15 -3.28749614e+14 -3.24802374e+15 -7.50343915e+14\n", - " 9.68252183e+15 5.79235415e+15 -1.17853018e+15 -1.63747522e+14\n", - " 1.61553348e+15 1.60241511e+15 -1.10643821e+14 -1.13170627e+14\n", - " -5.31372264e+15 -5.54681217e+15 -3.69800434e+15 -1.12531097e+15\n", - " 6.98270653e+13 -2.93749864e+15 -3.21491284e+15 -8.86529164e+14\n", - " 1.39186623e+15 -2.89046182e+15 2.45024874e+15 -3.28498646e+15\n", - " -7.10018466e+14 5.30634266e+14 -9.71072955e+14 -2.97020862e+15\n", - " -5.84777755e+15 -3.06293851e+15 1.59144088e+15 7.87109242e+14\n", - " -2.98991069e+14 1.16446497e+15 -3.72199941e+15 -7.69705680e+15\n", - " 2.91783622e+14 2.77596792e+15 -8.16801139e+14 -1.04626332e+15\n", - " -9.13882398e+13 -5.88886437e+14 1.34079445e+15 -9.37068806e+13\n", - " 1.69289650e+15 -3.97338278e+14 2.08955600e+15 -2.70922727e+14\n", - " -4.79034301e+15 2.54118914e+15 2.00042477e+15 1.04675095e+15\n", - " 2.41317051e+14 -1.62017761e+15 1.62974196e+15 1.31322846e+15\n", - " -1.09564470e+15 -5.70694335e+14 -5.09310494e+14 -5.01334490e+14\n", - " 9.90072735e+14 -2.49676228e+15 6.40947098e+15 1.74375255e+15\n", - " 2.13778358e+15 -1.25308279e+15 4.63964712e+15 -1.41001995e+15\n", - " 2.43243230e+15 1.62002521e+15 -1.23169709e+15 1.20924929e+15\n", - " -1.19050081e+15 3.04741958e+15 4.76251465e+15 7.55061241e+14\n", - " -3.68452316e+15 6.40129778e+14 -4.77139519e+14 3.45160488e+15\n", - " 2.07970098e+15 2.20284044e+15 4.55247924e+15 4.12383506e+15\n", - " 1.43462770e+15 3.55220855e+15 -1.47500744e+15 1.03804589e+16\n", - " -2.46277834e+15 -1.66422653e+15 1.84993715e+14 1.80893453e+15\n", - " -1.03803252e+15 4.08136892e+15 -5.73425184e+15 6.26376052e+14\n", - " 2.03495508e+15 -2.95094452e+15 9.12311930e+14 -2.30886271e+14\n", - " 2.04654641e+15 -1.04528042e+14 -1.46089962e+15 -2.14337620e+15\n", - " -2.66216322e+14 2.32418631e+15 1.65913575e+15 1.26587052e+15\n", - " -1.14660212e+15 -1.46441284e+15 -1.06264442e+14 1.49384809e+15\n", - " 7.72275354e+15 2.25999002e+15 -1.68147435e+14 6.26536132e+14\n", - " -4.49417484e+14 2.31169887e+15 -4.21329376e+14 -1.50636225e+14\n", - " 2.59614323e+15 -7.02255995e+14 2.52852557e+15 -6.76027233e+14\n", - " -1.47043518e+15 7.65497536e+15 1.40018108e+15 -1.70344944e+15\n", - " 2.64816122e+15 -2.63319921e+15 -2.45937767e+14 1.92254224e+15\n", - " -3.90868148e+14 -6.38180887e+14 9.13719809e+12 -2.26469522e+14\n", - " 2.03750762e+15 2.37634358e+15 -4.06913970e+15 -1.26935069e+15\n", - " -2.02296789e+15 1.70846003e+14 -1.03018041e+15 -4.19456397e+15\n", - " -3.14341861e+15 -1.33783735e+15 -7.02149225e+14 -3.16550792e+15\n", - " 1.93461703e+15 2.25083067e+14 -5.16079105e+15 -3.10547029e+15\n", - " -7.90611171e+14 -1.06705929e+15 2.42371875e+15 9.18177701e+14\n", - " 5.70231334e+15 2.50874678e+15 -6.54331677e+14 -2.54892729e+14\n", - " 2.80813602e+15 4.51900448e+15 2.28177129e+14 8.49396290e+14\n", - " -1.31778642e+15 3.23295688e+14 1.17818158e+15 -6.92978527e+14\n", - " -3.24848898e+15 -2.55805724e+12 1.03327531e+15 8.81966033e+14\n", - " -1.14117810e+15 -1.38171082e+15 5.84986575e+14 -2.97650978e+15\n", - " 9.25179578e+14 -2.67238426e+15 4.66402978e+14 -1.18940387e+15\n", - " -1.17694053e+15 -2.06561028e+15 8.97340386e+13 8.19393787e+14\n", - " -4.92086625e+14 2.76417257e+15 3.51137882e+15 -2.01878868e+15\n", - " 3.87646767e+14 -5.55992780e+14 2.71340777e+14 1.95915175e+15\n", - " 1.35500368e+15 3.55510467e+15 -2.32365002e+15 -1.21971658e+15\n", - " 8.20805332e+14 -1.60024088e+15 -5.22840725e+13 -1.73497792e+15\n", - " 3.89455318e+15 5.72168447e+15 1.72908983e+15 8.63793725e+14\n", - " -8.97431378e+13 1.04511441e+14 6.98152227e+14 9.98397870e+14\n", - " -1.39253390e+14 -5.10374814e+15 -1.38717970e+15 -1.28224462e+15\n", - " -2.15470248e+15 3.79961939e+14 -9.02990739e+14 1.72831158e+15\n", - " -3.07608489e+15 5.26601143e+15 7.88371004e+14 -3.27059987e+15\n", - " -5.72625331e+14 -4.07574704e+15 1.07463877e+15 3.08922031e+15\n", - " 1.40402123e+15 -3.04395130e+15 2.81849279e+15 -9.44667925e+14\n", - " -1.43819970e+14 -2.69742694e+15 2.02954138e+15 -1.04074377e+15\n", - " 1.43899842e+15 -2.30880344e+14 7.07269670e+12 1.17551609e+15\n", - " 1.22069158e+15 -1.00464731e+15 1.74668247e+15 4.86121960e+14\n", - " 8.71381617e+14 2.90390491e+15 -1.01877775e+15 3.56790436e+14\n", - " -3.20559648e+15 -4.53535502e+15 -3.03142502e+14 -7.74845671e+14\n", - " -6.36397419e+15 1.64133762e+14 -7.90849498e+14 3.26606611e+14\n", - " 3.86756899e+15 1.20032808e+15 3.46963567e+14 -1.73984800e+14\n", - " 3.87887697e+15 -1.00634705e+15 6.76582389e+14 2.27787579e+14\n", - " -1.24086065e+15 1.54366875e+14 2.24449568e+14 3.19391352e+14\n", - " -4.12207767e+14 -4.83021516e+14 -5.18419685e+14 -1.55999160e+15\n", - " 2.50449198e+15 3.84607469e+14 -2.17090064e+15 6.52871451e+14\n", - " 1.38088581e+15 6.02759598e+13 1.28168917e+15 -7.72837931e+14\n", - " -1.93555051e+15 6.71463282e+14 -2.54068132e+15 1.23677126e+15\n", - " -2.86715425e+15 -3.67890942e+15 8.67806306e+14 -1.10914290e+15\n", - " -2.49165404e+14 2.11511932e+15 7.31852132e+14 2.64092929e+14\n", - " -2.06080197e+15 -8.35334081e+14 3.58007267e+15 9.41041801e+14\n", - " 3.90520616e+14 3.52110810e+14 -6.37634962e+14 2.67001276e+15\n", - " -5.03964650e+15 -2.84716018e+15 2.07348658e+15 -4.15873418e+14\n", - " 3.55576280e+15 1.67223036e+15 1.04744355e+15 3.26836435e+12\n", - " 1.25892945e+15 6.61006927e+14 -4.99601353e+14 2.73912402e+14\n", - " -7.39878316e+14 -5.19363209e+14 -4.70855297e+15 9.86173102e+14\n", - " 2.66255858e+14 -4.29587051e+14 1.73083443e+14 9.48773764e+14\n", - " 1.41982603e+14 3.46330771e+14 1.04128534e+15 -1.76275110e+15\n", - " -8.72899797e+14 -1.01952943e+15 -2.42040174e+15 -3.32808991e+14\n", - " -2.47747349e+15 -2.92432706e+15 -4.76795837e+14 -7.16195200e+14\n", - " 2.26810931e+15 1.10894480e+15 5.38020496e+14 -2.14476639e+15\n", - " 3.97696289e+14 1.29556901e+15 1.18913405e+15 -3.55362517e+15\n", - " 1.77973129e+15 4.86672969e+14 7.01355459e+14 5.44271168e+14\n", - " -1.62385325e+14 -8.56159969e+14 2.84684792e+15 1.22583107e+15\n", - " 2.41319301e+14 -9.49856944e+14 -1.21098897e+15 2.84787773e+15\n", - " -1.80147512e+15 2.81468590e+15 3.91987062e+14 9.61972418e+14\n", - " 1.10018021e+15 -9.06464597e+14 -1.25469793e+14 3.96319883e+14\n", - " 1.33955763e+15 7.03584369e+14 3.64691688e+15 3.33678077e+14\n", - " -7.47103031e+14 9.70202901e+14 3.53060629e+15 1.70935154e+14\n", - " -2.42857492e+15 -1.73869246e+15 3.07526341e+14 -1.15912985e+15\n", - " 1.67037991e+15 3.14947971e+14 -9.30324896e+14 4.83161966e+15\n", - " -2.56919684e+13 -8.26841829e+14 -2.36539999e+13 3.89271948e+14\n", - " -2.71932545e+15 -1.32066893e+14 -1.30184792e+15 5.84461888e+14\n", - " -4.20610323e+14 1.40657689e+15 4.88744189e+14 -1.80530748e+15\n", - " -7.04979196e+14 8.76313864e+14 7.98846422e+14 -2.79524893e+14\n", - " 5.90830371e+14 2.02946469e+15 2.79547016e+14 1.03495124e+15\n", - " 1.03322605e+15 2.23283079e+15 5.86841059e+14 -4.39762401e+14\n", - " -1.02153121e+15 1.76222628e+15 2.25302055e+15 7.24173439e+14\n", - " 2.10797572e+14 -2.92172280e+14 1.67150064e+15 1.82186189e+15\n", - " 5.30356136e+14 1.28877844e+15 -3.93288979e+14 4.17439962e+14\n", - " 6.18892202e+14 -5.56277110e+14 1.19405616e+15 9.74866141e+13\n", - " 1.69443923e+15 -9.01419796e+14 -1.27330978e+15 1.95106442e+15\n", - " 7.31225947e+14 3.61594579e+15 -3.45571095e+14 -3.29222178e+14\n", - " 2.20104167e+15 -7.80631372e+14 -6.42922078e+14 -4.03711713e+14\n", - " -2.88664536e+14 -2.44937686e+15 1.56851525e+15 1.07874202e+15\n", - " 1.49072335e+15 2.22896909e+15 1.23538456e+15 1.38293201e+15\n", - " -1.48240618e+15 1.46598370e+13 6.74701693e+14 5.77007950e+14\n", - " -6.41965529e+13 -4.85934098e+14 1.00218208e+15 5.55417658e+14\n", - " -1.19763327e+15 -1.61778460e+14 -3.12207466e+14 8.46823366e+14\n", - " 1.36808012e+15 2.83017718e+15 -1.23623119e+15 2.80605070e+15\n", - " -4.18034041e+14 1.27596508e+15 -2.19171915e+14 -6.49673766e+14\n", - " 7.47618837e+14 9.53266098e+13 1.95853467e+15 -2.66484231e+15\n", - " -5.85790700e+14 1.60818018e+15 -6.18584321e+14 1.99061716e+15\n", - " 7.74046811e+14 6.25677734e+14 9.40679358e+14 -2.25656392e+15\n", - " 9.39752406e+14 -1.70816266e+14 -1.03509207e+15 1.82474438e+15\n", - " 2.05318817e+15 -1.54949842e+15 7.53102735e+14 -1.23433194e+15\n", - " 6.36479121e+15 -1.65043814e+15 -1.17771308e+15 9.57899436e+14\n", - " 4.12966326e+14 -1.81112167e+15 -1.06908399e+14 -8.33403037e+14\n", - " 9.46160103e+14 -1.58721707e+15 5.00616923e+15 -1.67163790e+15\n", - " 2.61504805e+14 -1.72264469e+15 -1.29867418e+15 -1.26749772e+15\n", - " -6.17493068e+14 -3.71280222e+14 -1.52198705e+15 1.36479484e+15\n", - " 4.09812318e+15 -2.60881882e+15 -6.77556658e+14 -1.12157804e+15\n", - " 1.67891902e+15 2.18227554e+15 -1.11466030e+15 1.11836073e+15\n", - " 2.05134153e+15 -2.73345615e+14 9.60808710e+13 1.37947430e+15\n", - " 4.71181372e+14 1.93624344e+15 -1.95667247e+15 -1.16471340e+15\n", - " -1.27619644e+15 -1.02470009e+15 1.23759987e+15 1.60379151e+15\n", - " 4.05966191e+14 1.27533460e+15 2.40805548e+15 -5.52294673e+14\n", - " 1.39943707e+14 -3.64978474e+14 -7.65648182e+14 5.99988193e+14\n", - " 1.29699271e+15 1.49038889e+15 4.19795425e+14 -5.02043774e+14\n", - " -1.06949443e+15 -1.05802603e+14 -1.59520572e+14 -1.11300138e+15\n", - " -6.50313648e+14 4.95504868e+14 3.77780756e+14 1.50984167e+13\n", - " 2.82260341e+15 6.91024564e+14 8.81679463e+14 7.83825406e+14\n", - " -1.32816702e+15 1.10322843e+15 -2.64140843e+14 -4.79400558e+14\n", - " 1.21601975e+14 -1.18726791e+15 5.38519491e+14 -1.12022196e+14\n", - " 6.52237636e+14 3.01924039e+15 -6.69356710e+14 3.32777552e+13\n", - " -3.68144629e+14 5.26313683e+13 -3.57111976e+14 -5.23279867e+14\n", - " -8.68679349e+14 1.24085827e+14 1.11155595e+15 1.24583227e+15\n", - " -9.27933619e+14 1.70311788e+15 -2.92927463e+15 -6.16772898e+14\n", - " 3.98366216e+15 -7.87875225e+15 -8.14619153e+14 2.15055772e+15\n", - " -1.62496532e+15 -5.39470555e+15 -1.20650134e+15 -1.61349251e+15\n", - " -3.23555900e+14 -2.49279441e+14 -4.73562962e+14 -2.32909188e+15\n", - " 3.22259435e+13 5.29419473e+15 3.33890794e+15 4.62466663e+14\n", - " -3.49169699e+13 8.73642906e+14 1.44862736e+15 1.01514521e+15\n", - " 3.39175066e+13 1.39788557e+14 -9.14049513e+14 -1.19358895e+14\n", - " -2.23596432e+15 9.70020632e+13 -1.32551814e+15 1.13394750e+15\n", - " -6.50676474e+14 -5.02428048e+13]\n", - "Found 514 total galaxies in catalog for cluster 59302\n", - "[-1.43878407e+15 -6.11090128e+14 1.91456142e+14 1.41168715e+14\n", - " 1.29116400e+15 -3.17365182e+13 -2.99089642e+14 9.83851146e+14\n", - " -1.28703786e+16 2.28767883e+15 1.51843708e+15 -2.86218168e+15\n", - " -7.98641772e+14 3.75113099e+15 -8.71407787e+15 -3.52462694e+15\n", - " 4.27997819e+15 -7.35576944e+14 -2.41992140e+15 -1.54411479e+15\n", - " -5.81570735e+15 -1.88886600e+15 -6.39398263e+15 -2.14065002e+15\n", - " 1.81624691e+15 2.40297790e+15 2.99810423e+15 4.85725545e+15\n", - " -2.41439402e+15 -1.37673433e+15 1.59514315e+14 -1.94106937e+14\n", - " -3.77260875e+15 -2.48833435e+15 1.26242186e+15 -1.10381711e+15\n", - " -9.24791956e+15 -6.29779876e+14 1.04292064e+16 3.24630378e+15\n", - " -1.72526400e+15 3.72238798e+15 -5.26285957e+14 -3.19385787e+15\n", - " -8.22144784e+14 -4.14678229e+15 1.38492944e+15 6.50214223e+14\n", - " -4.10852735e+15 -1.61915904e+14 -1.58651560e+15 1.26381211e+15\n", - " -1.07665623e+15 4.49839279e+14 1.25256305e+15 -2.37858074e+15\n", - " 2.21805225e+14 -3.84934355e+15 2.02770715e+15 -1.45951266e+14\n", - " -1.35743878e+15 3.06094993e+15 1.63162378e+15 2.03948500e+14\n", - " 9.48147794e+13 1.46143836e+15 1.78809901e+15 1.92732321e+15\n", - " -6.38100242e+15 5.04255979e+15 -6.76553396e+15 1.49137406e+15\n", - " -1.87913896e+15 3.75885925e+15 -9.01771149e+14 2.57458185e+15\n", - " -3.75636615e+15 6.94805093e+14 -1.08239387e+15 2.73679566e+15\n", - " -1.96350178e+15 -7.56151237e+14 -1.19727357e+15 -2.78514966e+15\n", - " -2.10459967e+15 -4.97173410e+14 1.38575784e+15 1.78090762e+15\n", - " 8.61138429e+14 4.94561093e+15 1.11566254e+15 3.47305533e+15\n", - " 1.28364082e+15 7.02373962e+14 -1.89514701e+15 2.70057926e+15\n", - " -8.43138934e+14 1.08370912e+15 2.16218484e+15 -5.48001282e+14\n", - " -9.66112449e+14 -3.88507650e+14 1.49159710e+15 2.30427818e+15\n", - " -2.97925418e+15 -9.70113790e+12 -1.52999548e+15 1.84409694e+15\n", - " 8.75787268e+14 4.20368145e+15 -1.99822681e+14 1.85605742e+14\n", - " 1.58869907e+15 4.53712722e+15 2.43194350e+15 3.25520419e+14\n", - " -8.27802435e+12 -4.71398776e+14 -1.12060265e+15 5.18450143e+15\n", - " -3.65493391e+15 2.52422488e+15 -1.04499677e+16 -6.19126105e+14\n", - " 3.29170156e+15 -2.57856692e+14 -5.60768105e+14 -1.66727436e+15\n", - " -1.88466015e+14 1.24984480e+15 -7.64229002e+14 3.03223301e+15\n", - " 3.72548403e+15 1.08572745e+15 -1.27926345e+14 3.53349728e+15\n", - " 7.89549654e+14 1.64844205e+15 -3.39040033e+15 -1.79372588e+15\n", - " -2.96385025e+15 -1.94680340e+14 8.36439532e+14 1.86336792e+15\n", - " -2.46374737e+15 1.91893633e+15 -3.20922466e+14 4.27467846e+15\n", - " -8.93484806e+14 -5.43476517e+13 9.69599422e+14 -2.02860081e+15\n", - " -7.44433100e+14 -4.63826734e+13 1.35813364e+14 -2.53343935e+15\n", - " -1.96214258e+15 -1.55318782e+15 1.70270996e+15 9.15776953e+14\n", - " -2.15422918e+15 -2.13432443e+15 5.98010856e+15 -1.85611311e+15\n", - " -5.97733999e+12 -5.60590266e+15 -1.78442808e+15 -4.83519438e+14\n", - " -1.07961773e+15 -1.62100066e+15 5.92829015e+15 -1.45944111e+15\n", - " -2.06001383e+15 1.06705748e+14 8.13646678e+14 -3.73727530e+15\n", - " -1.32228662e+14 -1.12186774e+15 2.87808583e+15 1.60889888e+15\n", - " 6.55786363e+14 -3.28794969e+15 9.49382028e+14 9.25756707e+15\n", - " -3.52159361e+15 -6.24045855e+15 -5.60544923e+14 2.35607043e+15\n", - " 4.90895090e+14 -4.78725229e+14 3.07819541e+15 1.32139752e+15\n", - " -4.78685246e+15 8.64578159e+14 9.54751947e+14 -9.27021922e+15\n", - " 3.46100861e+15 4.06644845e+15 3.58714328e+15 3.29759840e+15\n", - " -2.95537644e+14 3.69452368e+15 -5.12534055e+14 4.34259669e+14\n", - " -5.99087654e+14 -1.73176412e+15 6.22158563e+14 -2.72907090e+13\n", - " 3.20645139e+15 1.47065431e+15 -4.77976606e+14 -1.24767803e+15\n", - " 7.04231926e+14 -2.90281974e+14 1.70778627e+15 -2.75286148e+15\n", - " 2.84318440e+14 -4.46602651e+14 4.87403143e+14 -1.57349493e+15\n", - " -3.13385217e+15 -3.78350314e+14 -3.67972662e+15 1.12920708e+15\n", - " 1.52516564e+15 -3.16350557e+15 3.20581580e+15 1.13645231e+15\n", - " -6.49470086e+14 -4.28853959e+13 -3.18609768e+15 7.17256096e+15\n", - " 3.63498638e+14 -2.54566865e+15 1.26362938e+15 -1.38158244e+15\n", - " 2.12756099e+15 -1.13761352e+15 1.84684671e+15 -4.01539065e+14\n", - " -4.65529702e+15 -2.56547688e+13 -1.18882185e+15 9.75469965e+14\n", - " 3.14457336e+15 3.89563316e+15 -1.93458000e+14 1.99734006e+15\n", - " -3.93363748e+15 -4.40081122e+14 -2.17176034e+15 1.96220327e+14\n", - " -1.74106890e+15 2.99489264e+15 1.85837979e+15 -8.92129921e+14\n", - " 2.72290437e+15 -1.84041762e+15 2.16996804e+15 -1.33405264e+15\n", - " 3.34983918e+15 2.09020971e+14 2.78982187e+14 9.42569358e+14\n", - " -6.53535265e+14 1.61652429e+14 3.09457139e+15 -6.83834327e+13\n", - " 3.36578424e+15 -2.31017546e+14 -1.63917902e+15 -2.18915422e+15\n", - " 4.00420910e+15 -2.07144565e+15 -1.86202966e+15 -2.66747157e+13\n", - " -1.45402724e+13 -6.46782155e+14 -1.11470167e+15 1.32925368e+15\n", - " -1.23168318e+15 3.09552145e+15 -2.01071947e+15 7.88401961e+13\n", - " 8.38688015e+14 1.56857737e+15 9.98859326e+14 6.93451744e+14\n", - " 4.05289050e+14 4.19582212e+13 -1.27514825e+15 3.06081220e+15\n", - " -2.75183146e+15 8.59811370e+14 -3.09208532e+15 1.56958045e+15\n", - " -6.44120295e+14 6.65427576e+13 -9.46518732e+14 5.71916868e+14\n", - " 1.54609647e+15 1.81443254e+15 -1.32902523e+15 -1.04855344e+14\n", - " -2.50275180e+15 1.29885739e+13 1.31839719e+15 -4.77715398e+14\n", - " -4.32311062e+14 4.73645433e+14 1.54440674e+15 1.65368151e+14\n", - " 2.66035081e+15 -1.01001001e+15 2.06997042e+15 -3.89579355e+15\n", - " -1.63442807e+15 1.96860803e+15 4.39706227e+15 1.58014244e+14\n", - " 8.95575627e+13 3.42737575e+15 -3.55419224e+13 -1.37612731e+15\n", - " 2.61913642e+14 -3.11625112e+15 -5.28670694e+14 1.30554064e+15\n", - " -8.44296503e+14 -3.67626703e+14 -2.06940673e+14 -1.74425576e+15\n", - " -3.04703342e+15 -1.37833356e+15 -4.81947460e+14 5.94562774e+14\n", - " -1.45191947e+15 -3.07365919e+15 -6.42458597e+14 -2.40319332e+14\n", - " 1.12975036e+15 -2.29569515e+15 2.08058804e+15 2.53418150e+15\n", - " -1.29122158e+15 -6.22328339e+14 -5.02567342e+14 2.68393337e+15\n", - " 1.00961346e+15 -4.89984424e+14 3.34881621e+14 -2.41612018e+15\n", - " -1.96183458e+15 -1.06534848e+15 8.07132761e+14 -3.35853552e+14\n", - " -4.05954613e+14 3.19536100e+13 3.72791212e+15 7.92819728e+14\n", - " -3.18072625e+14 -1.80277910e+15 5.56719009e+15 -3.46260667e+14\n", - " 2.26718061e+14 6.91932056e+14 -2.79137154e+14 -6.22435402e+13\n", - " -4.19556574e+14 -1.89601903e+15 1.40863574e+15 6.98367055e+14\n", - " -2.71304609e+15 1.19040680e+13 -2.38053297e+14 -2.60271038e+13\n", - " 1.27298442e+15 -1.90761516e+15 1.19208893e+15 1.56241717e+15\n", - " 1.15497625e+14 -2.57111468e+14 3.72163811e+13 6.66561429e+14\n", - " 6.70801447e+14 -6.94771794e+14 -3.84017882e+14 -1.21803229e+15\n", - " -9.08442884e+14 -6.07260227e+15 1.94440662e+15 3.37900598e+15\n", - " -3.33376068e+14 1.03750797e+14 5.73465937e+14 -1.41614524e+15\n", - " 3.55595843e+14 9.48059241e+14 -1.61276702e+15 1.94434549e+14\n", - " -2.65421341e+14 9.51270355e+12 -7.01896894e+14 -1.17459852e+15\n", - " 1.13535509e+15 1.71915433e+15 -8.13496643e+15 -1.52729147e+15\n", - " -4.65436754e+14 -1.89336427e+15 -1.93510654e+14 1.68706031e+15\n", - " 7.50399560e+13 1.30933351e+15 1.54619249e+15 -2.46824573e+15\n", - " 2.63851359e+14 -2.46812339e+15 2.93585363e+14 6.25269557e+14\n", - " 1.79695875e+13 -4.06298909e+14 -3.31585072e+15 4.57683508e+15\n", - " 3.03394743e+15 -1.10824634e+14 8.45774156e+14 -7.14045338e+14\n", - " -1.12846080e+15 -2.80468444e+14 6.21900973e+14 -1.70638034e+15\n", - " 5.06448494e+14 1.65206502e+14 -1.06996137e+15 1.13540703e+15\n", - " -1.80594321e+15 -2.16543934e+15 1.83292758e+14 -1.54795438e+14\n", - " -4.24506689e+15 -3.80084743e+14 -3.40761741e+15 1.75052135e+15\n", - " -2.66048090e+15 3.23849259e+14 -1.89940047e+15 -3.58888701e+14\n", - " 9.73633254e+14 1.95920270e+14 7.11929599e+14 -2.80886035e+14\n", - " -7.00936182e+14 -6.12847384e+14 6.71984533e+14 -4.22804678e+14\n", - " 2.00295361e+14 8.67629611e+14 1.38705886e+15 9.95681047e+14\n", - " 3.39707667e+14 -2.85994175e+14 8.05024606e+14 -2.23982630e+13\n", - " 8.82641457e+14 -2.23743819e+14 2.10604309e+15 1.98235621e+15\n", - " 1.52101376e+15 1.34699143e+15 5.83749543e+14 -1.35307648e+15\n", - " -1.56205819e+14 1.58604870e+15 -5.80271902e+14 4.98160445e+14\n", - " -8.07626898e+14 -7.27145858e+14 8.46353516e+14 1.49028402e+15\n", - " -1.06878532e+15 4.75477356e+14 1.91013179e+15 3.12589875e+14\n", - " -1.02978151e+15 7.51786662e+14 1.31802795e+15 -6.38300743e+14\n", - " -8.26503368e+14 -1.98405050e+15 -1.55543868e+15 -1.67900321e+15\n", - " 4.41828445e+14 9.52405084e+14 6.56496137e+14 -1.08494466e+14\n", - " -7.81489397e+14 9.41253995e+14 -3.77123653e+14 -8.93842079e+14\n", - " -7.59461501e+14 -1.09208882e+14 2.45089860e+15 9.08114834e+13\n", - " -2.05795623e+15 -3.77422832e+14 2.68988483e+15 1.17152292e+15\n", - " 7.51075719e+14 2.16046590e+15 1.58560230e+15 -7.18515913e+15\n", - " -4.72026867e+14 8.97391096e+14]\n", - "Found 1152 total galaxies in catalog for cluster 53335\n", - "[ 1.55123140e+15 -7.51104264e+14 -5.46312239e+14 ... 7.71472114e+14\n", - " -7.72421473e+14 8.31785284e+13]\n", - "Found 609 total galaxies in catalog for cluster 23919\n", - "[-2.50147292e+14 1.23403085e+15 -8.96202417e+14 5.14111945e+14\n", - " -9.24603135e+14 -1.32907261e+15 -1.41266526e+14 1.75240690e+15\n", - " -4.24101912e+14 -9.94320329e+14 4.37276059e+14 -5.22456396e+14\n", - " -2.15295858e+14 -7.06328314e+14 8.17417112e+14 4.09469241e+14\n", - " -1.51709841e+14 -4.92928424e+14 -8.57928548e+14 -1.54569732e+14\n", - " 1.80266008e+15 1.39009509e+15 -8.08012213e+15 -1.45191660e+15\n", - " 8.09385942e+14 -3.75176507e+14 -1.92747236e+15 -1.84412061e+14\n", - " 1.04749220e+15 -6.15617072e+13 -7.10198229e+15 8.18386398e+14\n", - " -3.74606835e+14 1.33018840e+15 -3.37865628e+13 -2.96232289e+15\n", - " 2.49826081e+15 -2.21470610e+15 -4.08634347e+15 -1.99420898e+15\n", - " 4.01422042e+14 4.20351839e+15 -1.82234184e+14 -8.56338592e+14\n", - " 2.48856620e+15 4.57906921e+15 7.13919255e+15 -5.23470498e+14\n", - " -2.34667197e+15 1.12023012e+15 -4.57561873e+15 5.52296863e+14\n", - " 4.43223131e+13 -1.35623082e+14 4.07071951e+15 1.87048067e+15\n", - " 2.48523955e+15 -1.91016615e+15 3.17351097e+15 4.36023989e+15\n", - " -5.83578718e+14 5.33759633e+15 -1.52523320e+15 -8.47747551e+15\n", - " -3.65658169e+15 2.20141245e+15 1.60896415e+15 -1.97759311e+15\n", - " 5.23711645e+15 -9.68489202e+13 -8.69057066e+14 -1.90511866e+14\n", - " 4.41773922e+15 5.14777866e+15 4.57071223e+15 -2.01950939e+15\n", - " -4.22679006e+14 2.07571569e+15 -1.62312763e+15 4.28880007e+15\n", - " 5.50179012e+15 -9.92982959e+14 -1.52241894e+15 2.29902596e+15\n", - " -2.12406680e+15 1.08327105e+15 -8.06442533e+15 -4.12421845e+14\n", - " 3.43895349e+15 2.33324819e+15 -5.18917796e+15 1.74064036e+15\n", - " -6.84602616e+15 5.48064106e+15 1.59330999e+15 3.67978775e+15\n", - " -1.93738157e+15 -1.23821452e+15 3.17725414e+15 -2.86115054e+14\n", - " -2.71116250e+15 2.31386384e+15 2.34363912e+15 -1.28953998e+15\n", - " -4.24771600e+15 4.64299307e+14 -2.08158911e+15 3.13552511e+15\n", - " 2.73143752e+15 3.77711309e+15 3.15092205e+15 -1.36823213e+15\n", - " -2.33054320e+15 6.31094247e+14 -4.98172984e+14 1.29322423e+15\n", - " 4.28656899e+14 4.15842441e+14 -4.93729607e+14 -3.29053137e+15\n", - " 1.62980683e+14 4.58197363e+15 3.54837226e+15 -1.98151435e+14\n", - " 1.55016891e+14 -8.88162160e+14 3.73636819e+15 2.70973720e+15\n", - " -1.12589512e+15 -3.51672540e+15 -4.32800470e+15 1.87548103e+15\n", - " 1.92908774e+15 2.02921236e+15 -7.89982022e+14 -2.20640218e+15\n", - " 1.11557130e+15 -1.44144932e+15 -8.16359917e+14 1.90613934e+15\n", - " 3.33011147e+15 1.27017351e+14 3.49458151e+15 1.97085754e+15\n", - " -1.07820631e+15 -8.15272791e+14 -5.92797402e+14 5.78819801e+15\n", - " 5.63019103e+13 3.49633181e+14 2.79199934e+14 6.70521822e+13\n", - " -1.24551250e+15 9.51157295e+15 -2.32463019e+15 2.63421556e+15\n", - " 4.20821914e+14 -3.57709467e+15 4.78926859e+14 1.79729305e+15\n", - " 2.63658176e+15 2.14269959e+15 4.50469281e+14 -2.11598011e+15\n", - " -1.31292000e+15 5.85131865e+14 -3.14758006e+14 1.02779715e+15\n", - " 1.63217791e+15 3.11161396e+15 -1.70210831e+15 7.81362210e+14\n", - " -4.15427196e+15 -2.31774336e+15 -2.24706429e+15 -1.32862374e+14\n", - " -4.85719074e+15 -9.40075903e+14 1.90553072e+15 -1.74103703e+15\n", - " 7.01828154e+13 -8.33757363e+14 -9.05882874e+14 -1.12637644e+15\n", - " -1.06398469e+15 4.95425827e+15 1.11920875e+15 -9.73106791e+14\n", - " -2.24202061e+15 -6.31583203e+14 1.18891574e+15 -1.73577456e+15\n", - " -1.05143467e+15 -5.91611811e+15 -9.73262605e+14 3.55834099e+14\n", - " 4.29295841e+14 -5.46552417e+14 -1.67192052e+14 5.55269974e+15\n", - " -6.07842969e+15 4.05597143e+15 -7.68673025e+14 2.39172111e+15\n", - " 1.45270676e+15 -3.58239325e+14 -1.80801463e+15 3.15103614e+15\n", - " 7.30431370e+14 -2.91849157e+14 3.11697074e+15 -5.86131534e+13\n", - " -7.47209867e+14 2.96550751e+15 4.84869812e+15 2.59047784e+15\n", - " 3.30661919e+14 4.80656687e+15 7.97875168e+15 2.62555010e+14\n", - " 2.41853277e+14 5.30351455e+14 -4.02636310e+14 -3.28361663e+14\n", - " 1.30157924e+15 2.75144209e+15 -4.35176178e+15 -2.45089893e+15\n", - " 2.67732234e+15 1.63348440e+15 -2.65463593e+15 1.57459109e+15\n", - " 2.13815209e+15 5.78051612e+15 6.97284529e+14 -6.48664662e+15\n", - " -5.54988268e+14 -1.12645370e+16 6.58090997e+14 -3.23935552e+15\n", - " -1.38491863e+15 -3.60428178e+15 -2.48344329e+15 2.11274743e+15\n", - " 3.25735975e+15 4.90360495e+15 2.96182702e+14 4.20693389e+14\n", - " 3.56266800e+15 2.60455599e+14 3.37450897e+15 -2.23699338e+14\n", - " 3.14101554e+15 1.88805769e+14 -3.61088462e+15 -1.66067931e+15\n", - " 1.69689116e+14 3.70164801e+14 -1.15155067e+15 6.69933526e+14\n", - " -8.19873943e+14 8.01090257e+14 -3.63923921e+15 -8.08755797e+14\n", - " 1.60744394e+15 -2.63125154e+15 1.57744980e+15 -1.07565583e+15\n", - " -4.38712269e+14 5.91917912e+14 1.80780701e+14 -1.24244771e+15\n", - " 1.96834836e+15 -3.52207300e+15 1.73320443e+14 -2.70835312e+15\n", - " -1.45940087e+15 -6.93871905e+15 4.29467419e+15 -1.84182058e+15\n", - " -5.17574847e+15 4.18336884e+15 -1.45068455e+15 -1.00897469e+16\n", - " -3.31960969e+15 -5.55233196e+15 4.07595390e+15 6.29842164e+15\n", - " -2.04995762e+14 6.31481395e+15 4.54519828e+14 -2.68646344e+15\n", - " -6.65676401e+13 3.02398449e+15 -3.16426504e+14 9.53665356e+14\n", - " 7.98497699e+14 3.90028235e+14 -1.29589684e+15 4.92741026e+14\n", - " 1.33618776e+15 2.67419346e+15 3.62362170e+14 9.67128581e+14\n", - " -1.50118402e+14 1.65925083e+15 4.21546070e+14 1.54399273e+15\n", - " -4.18676736e+15 7.12207314e+14 -2.41336351e+15 8.88039593e+14\n", - " 1.93605570e+15 8.44298928e+13 1.79530915e+15 4.40222564e+15\n", - " 6.36208421e+14 3.02062647e+15 4.97049173e+14 -5.15048215e+13\n", - " -1.74990696e+14 1.75979030e+15 -6.35632346e+14 1.79826386e+15\n", - " 8.07613301e+14 -5.47333532e+14 6.27880613e+13 1.78187833e+15\n", - " -5.80932925e+14 -1.12385603e+15 -3.58777004e+15 -8.56267923e+14\n", - " 9.05281804e+13 8.42763100e+13 -4.29580807e+14 -1.08283293e+15\n", - " 1.01052637e+15 -1.42681809e+14 -1.37064094e+15 -2.20204328e+14\n", - " -1.49441901e+15 4.62333361e+14 1.83901540e+15 2.05089975e+15\n", - " -2.77252842e+15 -1.70245129e+15 6.42466262e+14 1.08652964e+14\n", - " 1.40716889e+14 2.68543403e+15 9.30416379e+13 -3.91041203e+14\n", - " -2.52092475e+15 6.58475844e+14 -2.18828503e+14 -1.28849611e+15\n", - " 2.96805416e+14 1.25395332e+15 1.26021380e+14 7.70398631e+14\n", - " 1.71680031e+15 3.78667990e+15 6.60287797e+14 2.69779133e+13\n", - " 5.47324791e+15 -2.28433912e+15 -6.55909621e+14 -2.54299965e+14\n", - " -1.28479551e+15 -2.04742383e+15 -3.95754919e+14 -2.07126724e+15\n", - " 2.05978101e+15 8.31477791e+13 3.63465201e+14 1.73857653e+15\n", - " -1.05470355e+15 -5.36044589e+14 -7.90831148e+13 -2.17840834e+15\n", - " -1.03413914e+14 -9.11683201e+14 -3.19582896e+14 4.84687661e+14\n", - " 2.63555656e+15 2.45133949e+15 2.15685122e+15 1.81742993e+15\n", - " -2.12335110e+15 -9.30238214e+14 2.41684611e+15 -3.61709926e+15\n", - " 2.92497866e+15 -8.27057699e+14 2.21265564e+15 -9.48802749e+14\n", - " 5.30461869e+14 3.75513198e+14 -2.94560753e+15 6.57036732e+14\n", - " -1.65422770e+15 1.02869923e+15 -1.24146486e+15 6.63695429e+14\n", - " -1.83497621e+15 1.83256424e+15 5.59895110e+14 -2.30251339e+15\n", - " -1.60242829e+15 1.21930901e+15 -9.94045637e+14 1.53041387e+13\n", - " 1.12020619e+14 1.53732922e+14 -4.28453235e+14 -4.03360273e+15\n", - " 8.75373631e+14 -3.29097845e+15 -9.01574592e+14 -1.17034511e+15\n", - " 5.41711920e+15 2.44660711e+15 -8.94152707e+14 8.55664512e+14\n", - " -1.74783242e+15 -3.63031085e+14 -2.02182551e+15 7.11728732e+13\n", - " -3.72286760e+14 2.37777359e+15 1.96573575e+15 -2.88870986e+15\n", - " 9.67274280e+14 5.01864095e+14 -3.34185694e+13 -1.05814501e+15\n", - " 1.21278862e+15 1.21999926e+15 6.81668111e+15 -7.02147566e+14\n", - " -1.75645411e+15 8.54229315e+14 6.69556778e+14 -4.19469732e+14\n", - " -4.11595019e+14 -1.66625311e+15 -9.84913693e+14 3.10684655e+15\n", - " 6.67615770e+14 -6.32276429e+14 -1.68535366e+14 2.08600020e+15\n", - " -6.73917355e+14 4.30928093e+14 -6.63348059e+14 5.31800096e+14\n", - " 1.98885520e+15 -1.26031945e+15 -9.32249690e+14 7.82929457e+14\n", - " -6.90299698e+14 1.69924398e+15 1.12021807e+15 -4.15485865e+15\n", - " -2.14039855e+15 2.02263765e+15 -7.92575935e+14 -3.85611501e+15\n", - " 2.35913910e+15 9.89924393e+14 -2.24569791e+15 5.19509620e+15\n", - " 4.47957647e+14 -1.39135052e+13 -1.06439767e+15 7.52904038e+14\n", - " 4.68313006e+14 2.35298833e+14 -2.43170591e+15 -3.03407111e+15\n", - " 1.53395673e+15 1.93768746e+14 1.12857575e+15 -4.84178400e+15\n", - " 3.29043450e+15 6.90138401e+15 -6.33847820e+14 -1.93377255e+15\n", - " 8.53976424e+14 -3.83734160e+14 1.45525124e+14 2.52821485e+15\n", - " -2.06010048e+14 -6.43070889e+14 -1.03384140e+15 2.49063699e+15\n", - " 1.15410094e+15 1.50072478e+14 -8.51359301e+14 7.05696507e+13\n", - " 1.06096380e+15 -5.61703928e+15 -9.38588349e+14 -1.11822252e+15\n", - " 9.53740274e+14 3.34677776e+15 8.50034541e+14 -3.77666670e+13\n", - " -2.59919052e+14 -1.93308277e+15 4.39202994e+14 -8.59156326e+14\n", - " 1.92354284e+15 -8.98547348e+14 -2.33903927e+15 1.78572368e+15\n", - " 1.62652788e+15 1.18710318e+15 1.35551281e+15 1.31224208e+15\n", - " -1.95613488e+15 5.79748786e+14 -1.61368364e+15 9.16612308e+14\n", - " 7.75106737e+14 -2.51091065e+15 -3.52434207e+15 -1.65430494e+15\n", - " 1.12930018e+15 2.14427249e+15 -1.39470080e+15 -1.41632473e+15\n", - " -1.01612733e+15 -5.51323242e+14 8.07432685e+14 1.57945545e+14\n", - " 6.06238623e+14 1.10021731e+15 1.70700383e+15 -3.21714626e+15\n", - " -3.24550610e+15 -5.43663242e+14 -1.57916850e+14 -1.45207235e+15\n", - " 1.16362784e+15 1.94640617e+15 1.01711966e+15 1.30643484e+15\n", - " 7.35610243e+14 4.40984656e+15 -9.48732950e+14 -4.33912491e+14\n", - " 7.51498993e+14 8.99512342e+14 4.00751684e+13 3.47764348e+15\n", - " 1.76620695e+15 1.34492946e+15 -6.76471280e+14 -1.58470753e+15\n", - " 1.93282589e+15 -2.43909485e+14 -1.64360409e+14 -3.63825327e+14\n", - " 9.85848666e+14 -5.13641036e+14 1.19361728e+15 2.32556925e+14\n", - " 2.67777345e+15 -2.78306415e+11 -1.31976157e+15 -1.32296616e+14\n", - " 5.34870142e+13 -6.88420476e+14 2.63375705e+14 2.06229361e+15\n", - " -6.53057441e+14 -3.57764977e+14 2.45201672e+14 -4.27056127e+14\n", - " -9.47454521e+14 -7.06808634e+14 5.01280052e+14 -8.24066685e+14\n", - " -7.52915556e+14 8.30296440e+14 4.10940755e+14 -1.30973261e+15\n", - " 6.77880164e+14 5.39661361e+14 5.21519037e+14 2.62727830e+14\n", - " -1.65626107e+15 -1.25801812e+14 -1.59713747e+14 -4.49102434e+14\n", - " -8.81406337e+13 1.88600751e+15 -4.10778676e+13 -1.04852689e+15\n", - " 2.23334174e+14 1.05902216e+15 -3.95513637e+14 -8.08816943e+14\n", - " 2.63672014e+14 9.22942233e+14 8.46442224e+14 -1.53146432e+15\n", - " -1.44944854e+14]\n", - "Found 3765 total galaxies in catalog for cluster 16567\n", - "[-6.11875650e+14 -1.82453438e+15 -7.34214802e+14 ... -1.43990858e+14\n", - " 8.45657844e+13 -5.92919349e+14]\n", - "Found 2588 total galaxies in catalog for cluster 41321\n", - "[ 1.07302003e+15 9.63527021e+14 1.89720172e+15 ... -1.08809502e+14\n", - " -2.43459056e+14 5.00291826e+13]\n", - "Found 558 total galaxies in catalog for cluster 52141\n", - "[ 4.94817024e+14 2.21749393e+14 -5.64387637e+14 5.50945138e+14\n", - " 1.43851782e+13 4.58784295e+14 -2.81188864e+14 3.46070609e+14\n", - " -1.53633996e+15 -5.08553282e+14 -1.35686664e+15 -3.55836255e+14\n", - " 1.98595065e+15 2.56335547e+15 1.01272354e+14 5.94687840e+14\n", - " 3.08596351e+15 8.40223057e+15 -3.23050055e+15 5.06601601e+15\n", - " -1.73360137e+15 1.45737893e+15 7.30503979e+15 -1.61903695e+15\n", - " -3.93446730e+15 -3.95063257e+14 3.40830233e+14 -1.69818677e+15\n", - " -2.08555754e+15 7.51273641e+14 -1.97728472e+15 -2.71454416e+15\n", - " -4.39862286e+14 5.50862841e+15 2.68063218e+15 -1.13119642e+15\n", - " -1.07323479e+14 7.13527545e+15 -3.65050841e+15 3.19674722e+14\n", - " 3.92756317e+15 2.14515135e+15 1.76549885e+13 1.67183826e+15\n", - " 1.46301617e+15 2.77100682e+15 2.40391573e+14 4.77512220e+15\n", - " 3.01046515e+15 -2.87096070e+15 3.59301211e+15 4.38605463e+14\n", - " 7.53330451e+14 -5.42355100e+15 -7.42867674e+14 -3.53392871e+15\n", - " -3.34785114e+14 -1.75680152e+15 -3.72339006e+14 -3.58146508e+15\n", - " 2.20158436e+15 -2.70060207e+15 1.12335100e+15 5.72450389e+15\n", - " 5.60909212e+15 5.07480164e+15 1.94983945e+14 8.36743558e+15\n", - " -8.10963624e+14 -4.46251345e+12 2.28176795e+15 -5.40105214e+15\n", - " 2.44780215e+15 3.98182277e+14 7.92524707e+14 -5.24595636e+15\n", - " -5.95640782e+14 2.43594031e+15 -3.10823875e+15 -2.45135162e+15\n", - " -3.22116646e+14 8.72551846e+14 7.68309553e+14 -4.45928629e+15\n", - " -7.16195506e+15 -2.08678920e+15 -3.79576130e+15 1.55456169e+15\n", - " -4.81770848e+15 -1.00411986e+15 -1.19751745e+15 2.85542765e+15\n", - " -9.28309702e+14 3.70127699e+15 5.54495208e+15 3.61511408e+15\n", - " 1.29718020e+15 -1.35612481e+15 1.31511045e+15 2.05715345e+15\n", - " -7.26971986e+14 -1.76835335e+15 -1.31671711e+14 1.41717015e+15\n", - " -2.87003156e+15 2.00175213e+14 -7.03176565e+14 -3.01699229e+15\n", - " 2.01363975e+14 1.75559431e+15 -1.73208323e+15 -3.46822403e+15\n", - " -2.72988410e+15 -7.78781193e+14 -3.33430808e+14 8.86996407e+14\n", - " 1.62382781e+15 1.31312604e+15 -1.50814834e+15 1.42092155e+15\n", - " 1.83088345e+15 -4.06183118e+15 -2.08720622e+15 1.65555813e+15\n", - " -3.45016005e+15 -9.58038618e+14 -1.96021822e+15 -8.46415563e+15\n", - " -5.74736408e+14 8.03098455e+15 1.09025034e+15 2.26226363e+15\n", - " 1.85054422e+14 1.16736985e+15 -1.35332854e+15 -2.38191751e+15\n", - " -5.43524476e+14 2.55045552e+13 -3.57650557e+14 3.08899799e+15\n", - " -3.22008188e+15 2.52848671e+15 5.81238604e+14 1.32886454e+15\n", - " 1.15213470e+15 -1.17818821e+15 2.07247137e+15 6.52205746e+14\n", - " -4.44572168e+14 -4.22084426e+14 -1.77785112e+14 7.02659705e+14\n", - " -1.49458067e+15 -3.80068231e+14 -1.44613146e+15 -5.26498591e+14\n", - " 1.14539346e+15 3.72334768e+14 1.36265120e+15 -3.07458199e+15\n", - " -2.37195511e+15 -6.31386978e+15 2.97474759e+15 3.38153786e+15\n", - " 1.78694887e+15 7.64703171e+15 -2.60893093e+15 6.05576894e+13\n", - " 5.37139984e+15 -1.16266429e+14 -2.31798682e+15 1.67962757e+15\n", - " -4.14450977e+14 -9.97389729e+14 -2.65495294e+15 3.71244924e+14\n", - " 3.37050046e+15 -1.31500500e+15 -1.06451639e+11 -3.58031624e+15\n", - " -5.50922977e+14 4.19722743e+15 1.49782191e+15 -7.07941920e+14\n", - " -8.31873025e+13 1.14540999e+15 -2.76687610e+15 -4.24358009e+15\n", - " 2.06960934e+15 2.23944371e+15 -3.92070731e+14 2.28374462e+15\n", - " 7.24700020e+14 1.49741509e+15 -1.61769816e+15 -1.40722862e+15\n", - " 9.18366364e+14 2.67073379e+15 -6.09417303e+14 -9.93467603e+14\n", - " -1.31423217e+15 1.53716396e+15 -1.73302537e+12 1.57367780e+15\n", - " -5.46913478e+13 -4.16310026e+14 -7.41413794e+14 7.80640475e+14\n", - " 1.07267707e+15 -9.93809292e+14 4.08493702e+15 -3.18087357e+15\n", - " -3.41479766e+15 2.58985535e+15 -3.76900547e+15 1.27900768e+15\n", - " -6.38505921e+14 6.66986825e+14 -2.68436158e+15 1.73873481e+15\n", - " 1.01487976e+15 -3.96815012e+15 5.47188259e+14 -8.87592297e+14\n", - " -1.13291404e+15 -6.02239508e+14 -8.09503587e+13 -2.26148127e+14\n", - " -1.43688497e+15 3.16606239e+15 5.50366984e+14 -1.90706346e+15\n", - " -1.32295038e+15 -2.41916449e+15 2.44358963e+15 8.11804341e+14\n", - " 2.14203331e+15 -9.37110452e+14 4.57477508e+14 -8.07864694e+14\n", - " -3.10162648e+14 -1.56197392e+15 -1.41967857e+15 2.52524929e+15\n", - " 1.10462156e+15 1.17033712e+15 4.79897668e+15 2.79030605e+11\n", - " 2.36865548e+14 -1.41169895e+15 2.51399463e+15 -9.11254972e+14\n", - " -1.71826543e+14 -3.61071279e+14 -4.61050161e+13 3.99033614e+14\n", - " 1.11780028e+15 -1.33217059e+15 -9.74581197e+14 1.11461154e+15\n", - " 2.52123350e+15 -1.32026609e+14 4.80208374e+14 1.71739029e+15\n", - " -2.77348270e+15 1.74297291e+15 -2.17314088e+15 2.32778867e+15\n", - " -8.03002696e+14 -2.75303166e+15 1.58888036e+14 6.94283931e+14\n", - " -1.95131299e+15 -1.63351417e+15 3.67188282e+15 3.36825386e+15\n", - " 2.95252852e+15 2.96807140e+15 -7.82623679e+14 6.89849916e+14\n", - " 9.27542887e+14 1.53556268e+15 -5.11797750e+14 -7.64075932e+14\n", - " -1.58076672e+15 1.29827234e+15 -4.59735916e+14 -1.64312620e+15\n", - " 4.54017335e+15 -8.97850616e+14 -2.17335536e+14 7.53836652e+14\n", - " 5.60124836e+14 -2.45215809e+15 1.88227831e+15 1.26914351e+15\n", - " 3.45806496e+15 -3.68284552e+15 5.97574542e+14 8.47381025e+14\n", - " -2.24385752e+14 3.94713464e+14 -3.89944435e+14 6.90325142e+13\n", - " 1.19237966e+15 8.31920860e+14 3.96190090e+15 1.50631258e+15\n", - " 5.12234096e+15 -7.58618433e+14 -1.93631020e+15 -1.92264970e+15\n", - " 2.96322784e+15 1.29466697e+15 4.48422726e+14 3.71345263e+14\n", - " -1.36751746e+15 -4.24599417e+13 1.41773888e+15 1.39069864e+15\n", - " 9.06410988e+14 1.24963953e+15 1.16950773e+15 8.91089556e+13\n", - " -7.50315143e+14 2.43363332e+15 -9.03610547e+14 4.34418135e+14\n", - " -5.78744322e+15 1.78159043e+15 1.09834797e+15 2.25239336e+15\n", - " 2.64619162e+14 -1.59037719e+15 1.00109615e+15 6.69372724e+14\n", - " -1.87397077e+15 5.66112195e+14 3.64900916e+14 1.28488791e+15\n", - " 1.54663027e+15 1.35069767e+14 9.23719198e+14 -1.78705728e+15\n", - " -3.09614546e+15 -6.85136995e+14 -1.17443980e+15 7.54816074e+14\n", - " 1.38201642e+15 -1.20614525e+15 3.70409696e+14 4.71427321e+14\n", - " 4.25356039e+15 1.68765125e+15 1.92306359e+15 -7.02112244e+14\n", - " -6.85590421e+14 2.20063170e+15 -1.40302904e+15 -6.79308905e+14\n", - " -6.74490584e+14 4.49455089e+14 2.64157475e+15 1.06973206e+15\n", - " 4.93690269e+14 -2.29147376e+15 -6.76284083e+13 4.12243676e+14\n", - " 2.37173018e+14 -5.00792481e+15 -2.56405201e+14 -1.94214084e+14\n", - " -5.78415017e+14 1.07920282e+15 -5.46001038e+14 -1.80429988e+15\n", - " -8.59683826e+14 1.26469812e+15 8.01311659e+14 2.67484992e+15\n", - " -2.11528174e+14 -3.85769739e+13 2.33287088e+15 5.20691700e+14\n", - " 2.95835015e+14 -9.47763324e+14 -3.75384532e+14 9.83585718e+13\n", - " -2.81184163e+14 2.21399655e+14 -5.45341051e+14 2.46696667e+15\n", - " -2.16470160e+15 -1.62421902e+15 1.89250738e+15 9.31425274e+14\n", - " 7.44096880e+14 1.95797144e+15 -9.23604827e+14 9.95964289e+14\n", - " 7.81199366e+14 -8.11149060e+13 9.05473630e+14 3.99085851e+14\n", - " 3.51130544e+14 1.19555753e+15 2.23263802e+15 1.05287553e+15\n", - " 1.73072445e+15 2.35975892e+15 -6.12638792e+14 6.57408225e+14\n", - " -1.03059931e+15 -2.27909854e+14 5.58444665e+13 -1.36859374e+15\n", - " -9.56450917e+14 2.92620626e+15 -1.20086378e+15 -1.26292262e+14\n", - " -2.24414083e+15 -7.08363581e+14 -2.11285779e+15 1.22828080e+15\n", - " -1.62736495e+13 -8.67623151e+14 2.86867457e+15 9.23366290e+14\n", - " -1.01011563e+15 -1.31449586e+15 4.77070661e+14 8.58815815e+14\n", - " 2.30948415e+14 -1.50159916e+15 3.60601741e+14 -1.22248210e+15\n", - " 1.42977921e+15 -3.27350980e+14 -1.24259399e+15 6.00558823e+14\n", - " 1.07114772e+15 7.00623278e+14 -1.98834910e+15 -2.94834725e+15\n", - " 1.90848706e+15 7.32710501e+14 -1.26875632e+15 -4.09351560e+14\n", - " 7.66019386e+14 -6.52007032e+13 1.78628741e+14 -1.17893292e+15\n", - " -1.72251843e+15 1.52333381e+14 -3.05824924e+14 9.02111251e+14\n", - " -2.23266011e+15 9.17357030e+14 -8.71886059e+14 -8.92248993e+14\n", - " -4.20514849e+14 -3.79646598e+14 -1.52275817e+15 1.30081164e+15\n", - " -5.15251605e+13 1.40455248e+15 1.13272484e+14 1.16064636e+15\n", - " -1.78353330e+15 -2.27560330e+15 1.35226946e+14 -1.42865946e+15\n", - " 1.16570339e+15 2.09744276e+15 -5.43986591e+14 -1.25412038e+13\n", - " -2.45133592e+15 -1.18677052e+14 -8.97541834e+13 2.99107935e+15\n", - " -3.72871184e+15 2.81197844e+14 7.46433015e+14 2.49497437e+15\n", - " -3.92516119e+14 1.27182759e+15 -1.18223514e+15 -1.82557014e+15\n", - " -2.65060021e+14 1.21188080e+15 2.40902340e+15 1.03024346e+15\n", - " 1.09467831e+15 2.24064476e+15 8.67705656e+14 1.60424948e+12\n", - " -4.69284121e+13 8.70542551e+14 -1.21855307e+15 -7.59478451e+13\n", - " 9.89478009e+14 -2.47175941e+15 -2.87153678e+15 7.14927347e+14\n", - " 3.42019591e+13 -3.92954136e+14 9.76154349e+14 1.67194885e+15\n", - " 1.24347141e+15 1.81583389e+15 1.32611464e+14 4.13697792e+14\n", - " 2.11159986e+15 8.34206904e+14 -9.93529660e+14 -7.67236704e+14\n", - " 2.91825775e+15 4.38170043e+14 -1.78519315e+14 -1.13758727e+14\n", - " 8.18178298e+14 -4.02029904e+14 1.20203032e+13 -6.91076158e+14\n", - " 1.63044640e+14 -2.01764131e+14 -7.69845236e+14 -1.13219840e+15\n", - " -6.71251150e+15 -5.75074308e+14 -4.86481055e+13 1.28433634e+15\n", - " -5.07990987e+14 -1.06701434e+15 5.12893751e+14 -5.57591586e+14\n", - " 4.10658528e+14 1.12357949e+15 5.55483044e+14 2.16317451e+14\n", - " -1.69602827e+14 6.30051125e+14 -1.11489193e+15 -6.87774310e+14\n", - " -1.45357344e+15 -7.32013545e+14 3.67603888e+13 5.08678684e+14\n", - " 4.76026215e+14 1.22918208e+15 -9.10510522e+13 -1.56539325e+14\n", - " 1.31550465e+15 1.00255099e+15 5.33713859e+14 -8.16858365e+14\n", - " 4.54536309e+13 1.38208091e+14]\n", - "Found 2760 total galaxies in catalog for cluster 52451\n", - "[ 2.45128276e+14 2.00120927e+15 -4.41800020e+14 ... -4.67031181e+14\n", - " -9.71372487e+13 2.83629274e+14]\n", - "Found 1560 total galaxies in catalog for cluster 51057\n", - "[-3.86458630e+15 -7.62503584e+14 -7.26616929e+14 ... 3.63125652e+14\n", - " 4.84944480e+14 9.00204181e+14]\n", - "Found 2515 total galaxies in catalog for cluster 14210\n", - "[ 1.07282677e+15 1.36081640e+15 7.89133688e+14 ... -5.08209881e+14\n", - " -4.53824030e+14 -5.73258115e+14]\n", - "Found 2800 total galaxies in catalog for cluster 33410\n", - "[ 1.34620362e+15 1.41804474e+15 2.22767332e+15 ... -7.63726236e+14\n", - " -2.74473231e+14 -8.40412813e+14]\n", - "Found 3542 total galaxies in catalog for cluster 78132\n", - "[ 3.26582435e+14 4.97642363e+15 5.65817042e+14 ... 1.58793556e+14\n", - " -6.28049053e+14 -5.78799102e+14]\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", - "Using single 2D shear calibration!\n", - "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 168710\n", - "Collecting data for cluster 0\n", - "Found 2416 total galaxies in catalog for cluster 11\n", - "[-7.84078591e+13 -1.00634301e+14 -3.19048159e+15 ... 7.20812384e+14\n", - " -4.77552103e+14 -4.47345378e+12]\n", - "Found 1982 total galaxies in catalog for cluster 827\n", - "[-8.46831090e+14 5.15085280e+14 -1.85691178e+15 ... -8.03486220e+14\n", - " -8.42444951e+14 -4.19608013e+14]\n", - "Found 1929 total galaxies in catalog for cluster 1985\n", - "[ 4.00798096e+14 -1.82269476e+15 9.61865720e+14 ... -7.99938076e+14\n", - " -1.07058421e+15 -2.95530953e+14]\n", - "Found 1887 total galaxies in catalog for cluster 1632\n", - "[-8.94770475e+14 4.96600824e+14 -1.86244835e+15 ... -3.54982182e+14\n", - " -2.30181381e+14 -4.35457154e+14]\n", - "Found 639 total galaxies in catalog for cluster 2453\n", - "[ 3.17901539e+14 -1.20173834e+15 1.96521915e+15 -7.65320022e+14\n", - " 2.15408572e+15 -6.83488687e+14 -1.66360820e+15 -1.38111094e+14\n", - " 6.09073706e+14 6.55727956e+14 1.50203827e+15 4.23140019e+15\n", - " -5.48812825e+15 -1.41933357e+15 2.65259082e+15 -1.36075730e+15\n", - " 2.51354537e+15 -5.91932694e+15 -3.62016948e+14 -8.16175853e+15\n", - " 1.22788868e+15 1.60257479e+15 1.08473754e+15 1.23446796e+14\n", - " -3.76759600e+15 1.34063631e+14 -3.05603404e+15 -2.83929091e+15\n", - " 8.06540128e+14 1.65371572e+14 2.11301947e+15 -1.50320952e+15\n", - " -1.76033451e+15 -3.70423259e+15 -5.06373053e+15 -1.53819805e+15\n", - " 7.37449815e+15 -2.89862043e+15 5.94223200e+15 2.25060088e+13\n", - " -3.32195612e+14 5.77637401e+15 -6.26074231e+15 -1.16156410e+15\n", - " 4.06447428e+15 4.44855940e+14 2.83914646e+14 8.51787090e+14\n", - " 1.21466035e+15 4.49690122e+14 -2.68145478e+15 -2.21506749e+15\n", - " 4.51329810e+14 1.14068697e+15 -1.94813624e+15 -1.09527766e+15\n", - " -4.53310308e+14 -1.16718374e+15 1.50873649e+15 -3.35997006e+15\n", - " -2.94346967e+15 6.94644019e+14 1.74857083e+15 2.71994900e+15\n", - " -1.76904857e+15 -3.56103624e+14 -3.59296928e+15 -4.08083870e+14\n", - " -3.21530685e+15 -5.57444454e+15 -7.19877849e+14 1.03309420e+13\n", - " 2.89153414e+15 -9.60957431e+14 -3.44345143e+15 -1.69587965e+15\n", - " -3.18230545e+15 -2.11982864e+14 1.64596726e+15 -1.99841567e+15\n", - " -2.05610536e+15 2.16831686e+15 -1.14003166e+15 1.56920741e+15\n", - " 2.30552185e+15 9.83585081e+13 1.12396846e+15 1.29592296e+15\n", - " 1.51524584e+15 3.30626740e+14 -1.05094797e+14 -1.71804680e+15\n", - " 1.09111833e+14 -1.97289682e+15 -1.34911972e+15 -2.71216543e+15\n", - " -3.29391976e+15 -6.28314706e+14 9.42407938e+14 -1.35834594e+15\n", - " 5.80514552e+14 2.59735166e+15 1.23947238e+15 1.77355355e+15\n", - " 7.29983171e+14 -5.00624799e+14 -9.02730373e+14 7.63249970e+14\n", - " -2.56076590e+14 -3.35993119e+14 -3.16141345e+15 2.46189192e+15\n", - " -4.02419287e+15 -8.89363815e+14 -7.05752539e+14 6.59502403e+13\n", - " -1.67366257e+15 -2.16298170e+15 -3.42405617e+15 8.35578347e+14\n", - " -5.96303311e+13 -1.59689110e+14 -1.35082449e+15 -3.87497362e+14\n", - " 5.50280707e+14 1.85121736e+15 4.67120886e+14 1.35374176e+15\n", - " -1.26081605e+15 -3.85066534e+15 -4.21222994e+14 4.60391053e+13\n", - " 1.89467221e+15 8.67177129e+14 -1.91674534e+14 5.09806188e+15\n", - " 1.61333721e+15 -5.79645383e+14 6.60516740e+14 1.10927757e+14\n", - " -2.38653505e+14 -4.92644451e+14 4.45286382e+15 5.71960863e+14\n", - " -2.63779287e+15 3.30507492e+14 8.78262269e+14 -1.65849555e+15\n", - " -7.37026761e+14 -6.29092214e+14 -3.11201838e+14 -9.81315916e+14\n", - " 3.32410833e+15 -1.79930247e+13 1.14407770e+15 -1.88759613e+15\n", - " -4.08723033e+14 -2.03281387e+15 -1.90174364e+15 1.01606769e+15\n", - " 4.57213571e+15 -2.65686708e+15 1.36298087e+15 8.68339402e+13\n", - " -4.60943633e+15 1.81132810e+15 -4.56649642e+14 1.71075540e+15\n", - " -1.28405594e+15 -9.62428151e+14 -1.41755799e+15 9.02281896e+14\n", - " 4.56743566e+14 3.41017502e+15 -3.86419442e+14 1.46078389e+15\n", - " -1.40713306e+15 2.18044487e+15 -9.12795621e+14 1.01553405e+15\n", - " -1.03536770e+15 2.63984577e+15 6.33249633e+14 -1.96702180e+15\n", - " -6.87113687e+14 2.49930036e+15 2.17765001e+15 -6.33195295e+14\n", - " -1.40489587e+15 1.93602775e+15 8.17263355e+14 3.49042718e+13\n", - " 2.79030537e+15 -1.82997685e+14 -3.26489921e+14 -8.28150969e+13\n", - " -1.11757535e+15 -8.79819999e+14 1.13948017e+14 -1.79165795e+15\n", - " 3.36076905e+12 2.20260733e+13 -1.84266162e+15 -2.07262153e+15\n", - " -7.37642481e+14 -1.06571681e+15 -3.00187944e+15 1.03982045e+14\n", - " -1.36346297e+15 -1.38197027e+15 -1.21625909e+15 5.29766268e+14\n", - " -1.65365613e+15 2.08930634e+13 -1.18651860e+15 -7.94514531e+13\n", - " 9.49320728e+14 -4.94329971e+14 2.58309699e+14 4.58150328e+14\n", - " -3.10536721e+14 4.74319720e+14 -1.54883538e+15 2.54635494e+15\n", - " 2.15953113e+15 2.38621086e+15 2.10617078e+13 2.05174258e+15\n", - " 4.53480123e+14 -2.02138343e+15 -1.23301246e+15 4.54723966e+14\n", - " -4.80958006e+14 1.40822052e+15 5.10546470e+14 1.30598866e+15\n", - " 2.36197537e+15 -1.92914820e+15 -1.60485731e+15 2.92246258e+15\n", - " -1.40487226e+15 -3.48068166e+14 1.94948340e+14 1.14923866e+15\n", - " 1.10098925e+15 1.42969683e+14 -1.44051918e+15 -9.62204424e+14\n", - " 9.81542242e+14 1.17378936e+15 1.32032863e+15 9.81885769e+14\n", - " 6.57858627e+14 -2.28605690e+15 -3.55167889e+14 1.17248971e+15\n", - " 8.11217925e+14 -2.28251269e+15 1.44264651e+14 5.42073330e+14\n", - " -2.87516135e+14 -2.18638038e+14 3.51969297e+14 4.23690110e+14\n", - " 1.82139997e+15 1.49341608e+15 -8.73027336e+14 8.44449204e+14\n", - " -4.43634265e+14 -6.49633848e+14 -4.72082058e+14 -4.36307345e+14\n", - " -7.39596100e+14 -1.99532934e+15 8.61670109e+14 -1.44966116e+15\n", - " -2.27667065e+15 2.42734140e+14 -1.12296065e+15 1.78950596e+15\n", - " -4.58266804e+14 9.34550075e+14 -1.19039198e+13 -9.71408451e+14\n", - " 1.13377602e+15 9.76683316e+14 1.47579514e+15 1.31055898e+15\n", - " 1.03599217e+15 1.03278429e+15 1.68868116e+15 1.15162694e+15\n", - " 2.18727096e+15 1.27019642e+15 2.76455879e+14 -1.71263771e+15\n", - " -1.60943475e+15 1.88834956e+15 -2.98389921e+14 -4.68090438e+14\n", - " 5.44568085e+14 6.89213988e+13 1.19688930e+15 -8.41089453e+14\n", - " -6.69864475e+14 -1.84403336e+14 9.04632311e+14 -3.99702513e+14\n", - " 9.82490585e+14 -3.82881759e+14 -6.61603299e+14 9.59592161e+14\n", - " 2.46458091e+14 -1.55033450e+15 3.35024475e+14 8.33522802e+14\n", - " 3.03599381e+13 -4.75820953e+14 -1.70970343e+15 -4.05721294e+14\n", - " -9.44792866e+13 3.30889184e+15 7.30861193e+14 -1.71951963e+15\n", - " -6.00140014e+14 -1.08944730e+15 -4.32754270e+14 -2.94193905e+15\n", - " 9.28343207e+14 -1.98901719e+15 -6.95849482e+14 -4.50983140e+14\n", - " 5.50370422e+14 1.50952648e+15 3.16201945e+15 -8.57304737e+14\n", - " 1.44509419e+15 1.57581047e+15 -2.11311205e+15 -7.08982762e+14\n", - " -1.36717262e+15 1.33265145e+15 1.59210551e+15 1.57195031e+15\n", - " 9.26595564e+14 8.62271983e+13 1.84046703e+15 -2.45686580e+14\n", - " 7.57490925e+14 -1.72289997e+15 2.03289221e+15 1.26104006e+15\n", - " 4.35246408e+14 2.17447330e+15 2.03664175e+14 -1.78811620e+14\n", - " -5.72884569e+14 -1.05692048e+14 -6.88761063e+14 1.62409826e+15\n", - " 3.76614423e+14 1.09046348e+15 -1.67783438e+14 -1.37224173e+15\n", - " -8.30372881e+13 1.11725024e+15 -7.54221482e+14 -2.36951309e+15\n", - " -1.20614090e+15 -6.44226310e+14 2.09273455e+14 -7.02744206e+14\n", - " -5.41392168e+14 3.92339653e+15 6.53481727e+14 -4.58804115e+14\n", - " 1.64998551e+15 -4.41414866e+14 -2.55415219e+14 -1.25722703e+15\n", - " 1.41706853e+14 1.34657520e+15 2.78118572e+14 1.10129971e+15\n", - " 1.27606414e+15 -3.86279380e+14 2.32801423e+15 1.14420332e+15\n", - " -1.12650816e+15 5.39549464e+14 5.27734351e+14 -1.76664377e+15\n", - " 1.29430727e+15 2.89985455e+14 2.39379810e+15 2.43301966e+14\n", - " 2.45970092e+15 1.63084861e+14 2.51439141e+14 -1.12189316e+14\n", - " -1.55112280e+15 -1.79386074e+15 3.03017002e+14 1.96171667e+15\n", - " 8.69354571e+14 1.22259831e+14 -1.66942716e+14 7.41026746e+14\n", - " 3.50317717e+15 6.14497906e+14 -5.88305747e+14 -4.27336291e+14\n", - " -2.27051324e+15 2.00377415e+15 -1.60505553e+15 2.36651626e+14\n", - " 4.26135654e+14 -1.67028361e+14 9.30556581e+14 2.60111221e+14\n", - " -1.47223732e+14 5.84663523e+14 -1.53702328e+15 6.63610826e+14\n", - " 1.00045288e+15 6.68046977e+14 1.38462293e+14 -1.28879078e+14\n", - " -6.84225624e+14 -1.11967933e+14 -7.88279089e+14 6.31104124e+14\n", - " 3.17021497e+15 4.86026129e+14 9.28988570e+14 2.73849089e+14\n", - " 2.50180090e+14 -8.85974548e+14 -2.08576403e+15 7.08567387e+13\n", - " -1.22932812e+15 3.98435552e+14 5.47090106e+15 -1.89622308e+15\n", - " 7.34317002e+14 -8.91693210e+14 1.22787472e+15 -4.55544577e+14\n", - " -1.30215313e+14 4.74352311e+14 1.40814279e+14 6.42429277e+14\n", - " -5.31846100e+14 8.16767707e+14 2.30602500e+15 1.07043385e+15\n", - " -1.87081473e+14 7.91942305e+14 1.29630758e+15 -2.64228469e+14\n", - " -6.99536678e+14 -3.31283322e+14 -4.03972321e+15 2.26353796e+14\n", - " -2.38836304e+14 1.31547830e+15 5.37671217e+14 -1.38118905e+15\n", - " -1.65260350e+15 2.17497562e+14 -1.87679638e+14 -2.74295065e+14\n", - " 1.46249084e+15 1.31420385e+14 1.57365826e+15 -8.21463698e+14\n", - " 5.39205401e+14 8.27528329e+13 1.37654260e+15 -1.47843783e+15\n", - " 2.89295196e+13 9.62796078e+14 2.57329998e+15 6.82260944e+14\n", - " -7.60769086e+14 1.40476887e+15 1.14093203e+15 1.85964728e+15\n", - " -6.70013767e+14 -5.23207485e+14 -3.76569373e+13 4.25998535e+13\n", - " -9.34815926e+14 -1.50673269e+14 2.31212558e+15 -6.49583083e+14\n", - " 2.22253001e+15 8.78288859e+14 1.81076917e+15 3.79056268e+14\n", - " -1.23340360e+15 -7.62565244e+14 1.18313002e+15 5.05693592e+14\n", - " -1.01760072e+14 1.23468256e+15 1.30220671e+15 -2.94620567e+14\n", - " 1.15416770e+15 -8.35207373e+14 -8.71891115e+14 -9.12556412e+14\n", - " 6.69788826e+13 1.92822832e+15 -1.94321995e+15 3.89301920e+14\n", - " 2.27497581e+15 -6.79603187e+14 3.60929369e+14 9.38393551e+14\n", - " -1.95890905e+15 1.71727120e+15 -6.57467277e+14 5.41077175e+14\n", - " 6.34385933e+14 -3.36460861e+15 -2.25600400e+14 -1.01726521e+15\n", - " 4.94108517e+13 -1.89436267e+14 5.10039592e+14 2.10030902e+14\n", - " 1.66102020e+15 -6.72974464e+14 -2.07785601e+14 9.39568817e+14\n", - " 5.04948403e+14 1.90947893e+15 8.49930318e+14 -7.98066615e+13\n", - " 4.96423129e+14 1.04497661e+15 -6.84682004e+14 -1.72394986e+14\n", - " 1.88508675e+15 5.21609702e+14 1.15892448e+15 -1.55968053e+15\n", - " 1.48685914e+15 -1.11923016e+15 -1.56648493e+15 7.07432260e+14\n", - " 7.64340128e+14 6.97831894e+14 -1.98922771e+15 8.71545649e+14\n", - " 2.11845561e+15 1.54964365e+15 -1.27938452e+15 -6.07543926e+14\n", - " 2.30350720e+13 -1.47199996e+15 -8.42501281e+14 -2.24123896e+15\n", - " 1.14374472e+15 5.51674780e+14 1.62689147e+15 -1.58582331e+15\n", - " 5.97023010e+15 -2.05880191e+15 -7.67832354e+14 3.19590359e+14\n", - " -2.09085350e+14 1.35105747e+15 1.23162513e+14 4.91217882e+14\n", - " 6.50929742e+14 1.42705206e+15 -2.52809008e+14 -1.48196424e+15\n", - " 9.94581272e+13 1.18841728e+15 1.74721806e+15 6.36321918e+14\n", - " 1.61968443e+13 -8.80048703e+14 1.71384917e+14 -1.33669647e+14\n", - " -1.03218369e+15 -7.64195644e+14 9.73266696e+14 -2.13680406e+14\n", - " -1.81436486e+15 -1.53566688e+15 -8.26534543e+13 1.14758055e+15\n", - " -5.33214995e+14 1.96703311e+15 1.15572648e+15 1.04728711e+14\n", - " -9.69652004e+14 3.03590649e+14 -1.27206660e+14 -6.47700645e+14\n", - " -2.57283683e+15 6.74687622e+14 -2.11664923e+14 3.80625611e+15\n", - " -2.13390734e+14 1.27075750e+15 1.38327904e+15 4.25220492e+13\n", - " -2.19473690e+13 -8.78522344e+14 -6.72903341e+14 -1.45062657e+14\n", - " 7.13939778e+14 -7.21557115e+14 8.23849186e+14 9.25285927e+14\n", - " -1.59616819e+14 5.13961107e+14 -8.43742776e+13 -2.85905432e+14\n", - " -1.35925750e+15 4.40641253e+14 -1.22775857e+15 1.08794357e+14\n", - " 1.30499440e+14 -7.42688889e+14 -1.05241816e+15 2.55494869e+14\n", - " -9.85172249e+14 -3.68551689e+13 -9.44230082e+13 1.56873065e+15\n", - " -3.24017305e+14 1.69380869e+14 3.78109943e+14]\n", - "Found 3068 total galaxies in catalog for cluster 2678\n", - "[-2.48291919e+15 3.58325592e+15 1.98706130e+14 ... 4.70434671e+14\n", - " 9.61785497e+13 3.42119433e+14]\n", - "Found 722 total galaxies in catalog for cluster 4643\n", - "[-6.10171816e+14 -1.08471463e+15 -2.21196630e+15 2.00353886e+15\n", - " -6.10463193e+15 8.96564122e+14 8.82717452e+14 -4.00409096e+14\n", - " -4.54966709e+15 6.87843518e+14 -3.88795067e+15 -1.92027011e+15\n", - " 1.49151429e+15 4.40400089e+15 2.41060522e+13 3.52704706e+15\n", - " -7.23279933e+14 -2.26818932e+15 1.82940062e+14 2.88046176e+15\n", - " 1.79265489e+15 -1.99801446e+15 -5.35236018e+14 -4.82349822e+15\n", - " -1.19599143e+15 -1.33250602e+15 -3.25056303e+15 3.07437935e+15\n", - " -1.81715063e+15 4.68151992e+15 -1.33677818e+15 -1.25807045e+15\n", - " -1.23057604e+15 5.58586572e+15 -1.43414895e+15 3.16999863e+15\n", - " -2.12840059e+14 -7.89501606e+14 -1.65979310e+15 -5.30716123e+14\n", - " 7.92322156e+14 -9.62513250e+14 1.51281106e+15 9.36904275e+14\n", - " -4.49879190e+15 3.41453603e+14 1.51880042e+15 1.67663310e+15\n", - " 2.57652204e+15 -2.92769625e+15 1.79833944e+15 -1.73138475e+15\n", - " 3.43100651e+14 1.52361154e+15 -1.92158566e+15 8.29461390e+14\n", - " -1.57158307e+15 -2.68199833e+15 -1.14063062e+13 2.82190151e+15\n", - " -3.75295604e+15 1.35087680e+15 6.70298466e+14 1.83640603e+15\n", - " 5.34641976e+14 -1.65946638e+15 1.74073099e+15 8.36185756e+14\n", - " -4.94088507e+14 -2.33821985e+13 -2.57056140e+15 6.02531444e+14\n", - " 5.25729104e+15 7.77598973e+14 -1.80934426e+15 -2.55683802e+15\n", - " -9.60039994e+14 -8.50041618e+14 9.43869425e+13 3.03281283e+15\n", - " 3.66218118e+15 -4.22080188e+15 -2.72988538e+14 1.53257881e+12\n", - " -6.09067213e+14 -3.19336741e+15 -2.41396150e+15 4.68515442e+14\n", - " 1.38067990e+15 -4.87259767e+15 -1.38243616e+15 -6.29314397e+14\n", - " 1.01082350e+15 1.25548263e+15 -2.42722638e+15 5.96116228e+14\n", - " -2.78051975e+15 4.51725483e+15 7.81208004e+14 -3.19516206e+14\n", - " -1.22785733e+15 2.40122914e+15 1.13536927e+15 -2.18815096e+15\n", - " -4.88382310e+14 -7.58336683e+13 -2.32149521e+15 8.90218899e+14\n", - " -6.06503664e+14 -5.15922356e+14 1.43274187e+15 1.15170039e+15\n", - " -1.51447401e+15 -1.93626571e+15 4.84160665e+14 2.62131970e+14\n", - " -1.86907316e+15 -5.99413809e+15 1.05448405e+15 1.72864933e+15\n", - " 2.53896533e+15 1.45773802e+14 -1.59281153e+13 -1.17244931e+15\n", - " 1.20455185e+15 9.33679093e+14 1.29939541e+15 -5.05628958e+15\n", - " -1.33978575e+15 -3.51518404e+15 2.21778160e+15 -3.28125404e+15\n", - " -1.53317872e+15 -2.32414920e+15 -3.17075771e+14 -1.95033025e+15\n", - " 1.04259446e+15 1.99467725e+15 2.67727940e+15 -6.23329482e+14\n", - " -2.13960360e+15 -8.07775344e+14 1.93542365e+15 -2.23948222e+15\n", - " -3.24970406e+15 -2.51974828e+15 -4.67961265e+15 -1.30306755e+15\n", - " 4.49609527e+15 -1.11607106e+15 1.66287996e+15 2.15205271e+15\n", - " 2.73521965e+15 2.06628703e+15 -1.91329093e+14 6.40587205e+14\n", - " -2.57213384e+15 -6.21462534e+14 -1.25480711e+15 -2.95696102e+15\n", - " 1.11513858e+15 -7.42542724e+14 1.16756191e+15 1.44080276e+15\n", - " 4.03308486e+14 9.24311691e+14 -3.68271973e+14 4.18441316e+14\n", - " 1.64394850e+14 1.24963154e+15 -1.24272243e+15 -5.01353757e+14\n", - " 1.63303245e+15 9.38378378e+14 -3.32025389e+14 -3.43720115e+14\n", - " -9.89568860e+13 3.47360087e+15 1.07009748e+15 2.20958447e+15\n", - " 2.04962531e+15 -8.29401494e+13 -1.95689454e+15 1.37007611e+14\n", - " 7.39601755e+14 2.33228742e+15 -4.04714408e+15 2.16882754e+14\n", - " 4.29963517e+15 1.42877282e+15 1.96737949e+14 6.06840901e+15\n", - " 3.05204733e+15 5.12059162e+15 2.39372070e+15 2.30033424e+15\n", - " -4.81098150e+15 -1.27724947e+15 1.36042088e+15 1.52593534e+15\n", - " -1.27256812e+15 1.75087816e+15 1.44697377e+15 -9.30403791e+14\n", - " 2.23843598e+15 2.40996670e+15 1.62968569e+15 3.66491617e+15\n", - " 2.13750801e+14 -5.59995149e+14 -1.91049114e+15 1.44818352e+15\n", - " 8.40498635e+14 -1.63104880e+15 -1.09714638e+15 -9.38301616e+14\n", - " -1.10475765e+15 -7.10873370e+14 4.97310150e+14 -8.01792175e+14\n", - " -5.40529512e+15 8.55805227e+14 -8.55092597e+14 -1.82298607e+14\n", - " 1.28935640e+15 4.35216561e+14 1.70917530e+15 -1.22232233e+15\n", - " 3.39615621e+14 -9.96514136e+13 4.35742564e+13 -1.04156211e+15\n", - " 1.71571219e+15 7.43916595e+14 1.28803122e+15 -7.26037886e+14\n", - " 2.20804984e+15 -1.26523899e+15 1.06156916e+15 -1.23419199e+15\n", - " 8.83043245e+14 -9.81001288e+13 -2.39662121e+15 -1.37623535e+15\n", - " -2.67959935e+15 -1.98440974e+15 2.66850971e+14 -9.14946745e+14\n", - " -5.44104189e+14 -1.64151264e+15 -4.22614466e+15 1.27533431e+15\n", - " -1.26058291e+15 3.33460115e+15 -9.70999654e+14 1.01683379e+14\n", - " 4.38238760e+13 -3.19361020e+14 -9.05996476e+14 1.17808428e+15\n", - " -1.20452004e+15 -3.99329972e+14 1.61246119e+15 -1.63867372e+15\n", - " -5.72979319e+14 9.29042916e+14 1.71775006e+15 1.42408706e+15\n", - " -1.61103081e+15 2.18380727e+15 -1.03396192e+15 -2.62572208e+14\n", - " 9.85110838e+13 -3.86564704e+14 -1.31252518e+15 -7.62247230e+14\n", - " -2.45289604e+14 2.92885156e+13 2.78115558e+15 3.33863921e+15\n", - " -9.74223702e+14 1.02680972e+15 1.66286797e+14 -7.29148393e+13\n", - " -1.32211223e+15 3.51581177e+13 -4.97696372e+14 -6.99808117e+13\n", - " 6.62980927e+14 5.15869878e+14 -4.14868108e+14 -3.15953671e+13\n", - " -1.80669927e+15 9.97804087e+14 -1.50838623e+15 5.21316603e+13\n", - " -4.81142648e+14 8.94411617e+14 5.44014511e+13 1.72674302e+15\n", - " -6.95474256e+14 1.94680585e+15 -2.19005490e+15 2.14581732e+15\n", - " -3.16503548e+14 -2.20650315e+15 3.82262167e+14 -2.40358316e+14\n", - " -2.73591565e+14 -1.24637362e+15 -4.80994330e+15 -1.81874876e+15\n", - " 1.92003407e+15 -6.94007235e+14 6.19330555e+14 -1.74450350e+15\n", - " 2.56667559e+15 1.76225977e+15 7.38915917e+14 6.76417450e+15\n", - " -7.61654987e+13 5.68552820e+13 -1.05232801e+15 1.24570219e+15\n", - " -4.19403190e+14 -1.50965974e+15 8.25224393e+14 1.71066577e+15\n", - " 1.07911116e+15 -1.98158738e+15 -3.15614705e+14 -1.32649305e+15\n", - " -1.47868117e+15 6.69050843e+14 -1.09919004e+15 1.36832990e+15\n", - " -1.68168194e+15 -1.97764306e+15 2.30544065e+15 1.28035487e+15\n", - " -5.58106683e+14 5.05489210e+14 1.25118535e+15 -2.70144452e+15\n", - " -2.16699956e+15 1.07240469e+15 -8.77768710e+13 7.97135571e+14\n", - " -2.17435260e+15 -6.82175495e+13 2.19171768e+14 -1.73075008e+15\n", - " 6.17899860e+14 1.16398056e+15 3.13033384e+14 7.27978292e+14\n", - " -8.00887204e+14 -2.58576606e+14 -2.48990328e+14 -9.16175722e+14\n", - " -1.41391028e+14 -1.85863783e+15 -1.37234943e+15 1.95971283e+15\n", - " -3.12918133e+14 -2.69082318e+15 1.37917374e+15 -1.72231923e+14\n", - " 5.03265979e+15 6.12902791e+14 -8.11879206e+14 1.94063319e+15\n", - " 1.72005676e+15 6.14154190e+14 -2.49839439e+15 -1.05544535e+15\n", - " -9.42714566e+14 5.57231070e+14 2.26330608e+15 -7.72836473e+14\n", - " 1.51545354e+15 2.96387376e+15 -3.89184182e+14 -1.31708035e+15\n", - " 1.46746251e+14 -1.37742216e+15 -4.26953222e+14 -6.39999851e+14\n", - " 9.05467547e+14 -2.58968225e+14 3.87870517e+15 1.85809886e+15\n", - " 1.37958297e+15 2.84994382e+15 1.03458317e+14 7.45855080e+14\n", - " 1.04967819e+15 2.91838682e+14 -6.93211021e+14 -8.90319069e+14\n", - " 1.27625908e+15 1.33045159e+15 8.65209142e+14 3.61102363e+15\n", - " 1.54096472e+15 1.18819904e+15 5.00619568e+14 1.60933437e+15\n", - " -2.08563616e+15 1.66438454e+15 2.62860289e+15 -5.72268379e+14\n", - " -2.72770010e+14 -3.94916758e+14 -4.03196525e+14 2.49167076e+15\n", - " 1.65909275e+15 -1.17520805e+15 -3.99671775e+14 -2.09825461e+14\n", - " -9.28415852e+14 3.12163119e+14 4.25002558e+14 7.04000768e+14\n", - " -3.47936590e+14 -9.38290548e+14 -2.01453703e+14 3.59214184e+14\n", - " -8.22556654e+14 5.59928017e+14 2.10286462e+15 9.09638837e+13\n", - " -7.76107214e+14 -3.72005817e+13 -1.33992815e+15 1.21063419e+15\n", - " 1.90943916e+15 2.52443434e+15 -1.19303154e+14 -7.50433235e+14\n", - " -7.69984586e+14 1.72814764e+15 -1.67281009e+15 1.21396812e+15\n", - " 2.82238578e+15 1.34450944e+15 4.87818602e+14 -4.00007377e+15\n", - " 3.69575440e+14 -8.37766177e+14 -8.76601048e+14 3.58275717e+14\n", - " 1.37921712e+15 1.93358361e+14 8.59069761e+14 8.01518537e+14\n", - " 2.75702985e+14 8.79326284e+14 -6.00249846e+14 -7.33962473e+14\n", - " 2.08849120e+14 3.51831406e+14 -5.02582479e+14 -1.44601339e+15\n", - " 1.06268060e+15 9.73420530e+14 -6.70398338e+14 -1.16492834e+15\n", - " -9.30065683e+14 1.28462902e+15 -2.26048007e+15 3.15062455e+14\n", - " -5.55316780e+14 3.72890320e+14 -5.55320115e+14 -3.73432286e+14\n", - " -1.66677180e+15 -9.89935520e+14 6.03225500e+14 -1.64231361e+15\n", - " -1.82506378e+15 -1.69247357e+15 7.10129033e+13 -2.30473695e+14\n", - " -1.06826208e+15 2.90212089e+14 -1.46280552e+15 -3.40864582e+13\n", - " 9.42184147e+14 1.36728391e+15 -1.71794556e+15 -2.84921864e+14\n", - " 4.87993725e+14 4.04428354e+14 1.38685807e+14 2.46317312e+14\n", - " 1.44788119e+15 -1.03371247e+15 4.23751357e+14 -2.23146602e+14\n", - " -1.80909561e+15 -2.66319736e+14 1.86164831e+15 1.15851737e+14\n", - " 1.43828212e+15 1.03201557e+15 -8.51335424e+13 4.37619352e+14\n", - " -1.69531418e+15 8.73962931e+13 -1.57076816e+15 -3.00962084e+14\n", - " 6.79398606e+14 1.22308222e+15 -5.88985873e+14 1.63054809e+15\n", - " 8.07522868e+14 -2.99355756e+13 -5.93451359e+13 -3.13695688e+15\n", - " -3.00666129e+14 -5.65966433e+14 1.93984570e+14 -2.78477900e+15\n", - " 1.65734926e+14 1.62538367e+14 8.41490768e+14 2.58337098e+15\n", - " 1.85470153e+15 -3.94960748e+14 -7.38198076e+13 1.00962049e+15\n", - " -3.69322574e+14 9.43153962e+14 1.25857530e+14 -7.18333234e+14\n", - " -7.83902223e+13 -1.96738804e+15 -1.66043815e+15 -1.41822576e+15\n", - " 1.39163960e+15 -1.47420436e+15 -1.00149238e+15 -1.12171602e+15\n", - " 1.43397402e+15 -2.46251551e+15 -7.58172774e+14 -1.70479403e+15\n", - " -9.73547128e+14 -9.67759936e+13 6.04785097e+14 5.26430411e+14\n", - " -9.59457734e+14 9.97965317e+13 -4.39424418e+14 5.81766943e+14\n", - " 1.23169946e+14 1.76628818e+15 1.13287651e+15 3.25804794e+14\n", - " -2.32938704e+15 1.01506361e+15 -1.21294797e+15 -4.16970089e+14\n", - " 3.08722200e+14 6.33877842e+13 -1.40404661e+15 -1.41798410e+15\n", - " 1.80342839e+15 2.94688411e+14 -8.44557615e+14 2.80207297e+14\n", - " -7.72326106e+14 6.05637627e+14 -5.97337970e+14 -1.06116541e+15\n", - " 1.18564096e+14 -1.83503111e+15 2.03686477e+15 -2.25859798e+15\n", - " -1.49096174e+15 5.11438145e+14 3.33919432e+15 -2.72990044e+14\n", - " 1.06559124e+14 -3.54047470e+14 -2.25738869e+15 4.09777485e+14\n", - " 2.26778225e+15 7.44000240e+14 2.19794673e+15 1.33955029e+15\n", - " -1.90484374e+15 1.39134958e+15 -1.36589026e+15 -1.18953912e+15\n", - " -1.88920258e+15 9.96856561e+14 -4.32179539e+14 -1.40346029e+15\n", - " 7.56600501e+14 2.39397554e+15 2.24143513e+14 1.93444037e+15\n", - " -3.55760543e+14 -6.89350185e+14 1.96863763e+15 -4.47767581e+15\n", - " 2.28614187e+14 1.28647030e+14 1.33705497e+14 6.76044519e+14\n", - " -1.82702021e+14 8.16658888e+14 1.18525752e+15 -1.36453536e+15\n", - " -6.68968415e+14 -1.20788858e+15 7.72577185e+14 9.54465629e+14\n", - " -9.02033284e+14 -8.72092743e+13 -8.36068282e+14 -4.36167493e+12\n", - " -1.36564958e+15 -1.79180924e+15 -1.71032979e+14 6.72630326e+12\n", - " 4.85116291e+14 -1.00098343e+15 -6.30808252e+13 -1.31794089e+15\n", - " 1.49336232e+15 5.72800810e+14 8.46817337e+14 -6.69984561e+14\n", - " 1.08209706e+15 -4.46591529e+14 1.41847242e+14 3.12324652e+14\n", - " -1.31585196e+15 1.52962789e+14 -5.64004498e+14 -1.45109991e+15\n", - " -8.61813099e+14 -8.27299478e+14 1.02039831e+15 3.00140350e+14\n", - " -7.74362480e+14 9.40462698e+14 -1.78103336e+15 6.17533292e+14\n", - " 4.91194477e+14 2.98732274e+14 1.84479624e+14 7.01264123e+14\n", - " 1.26539724e+15 9.37891868e+14 -4.34006644e+14 -1.48679120e+15\n", - " -4.39692316e+14 5.74177055e+14 5.43614540e+14 6.45304104e+14\n", - " -9.33395688e+14 1.47084968e+14 1.08237551e+15 4.82538496e+14\n", - " 1.01906656e+15 -1.68919274e+15 5.30058248e+14 -5.28034876e+13\n", - " 4.27585338e+15 -8.13039732e+14 -2.03172032e+13 -1.29927138e+13\n", - " 3.64000689e+14 -4.19760646e+14 1.00263868e+15 8.24888793e+14\n", - " -3.04695557e+14 6.50702053e+14 -1.65031491e+15 2.97327022e+14\n", - " -5.75991579e+14 4.04025879e+14 7.79213634e+14 6.11299109e+14\n", - " 7.22579134e+14 2.21614114e+15 4.04469065e+13 6.56458127e+14\n", - " -2.30879040e+15 6.32056868e+14 2.38060280e+14 -9.20937936e+14\n", - " 7.31873793e+14 2.93191363e+14 6.49263523e+14 8.52751632e+14\n", - " -5.68761344e+14 5.80190518e+14 2.42825277e+14 -1.86174136e+15\n", - " 3.84752036e+13 2.58855333e+14 -9.56027500e+14 3.56907899e+13\n", - " -4.37072648e+14 -1.60137043e+15 -3.27940497e+14 4.25741025e+13\n", - " 5.95415482e+14 1.67674460e+15 -1.32474466e+15 1.05423277e+15\n", - " -8.75740120e+14 9.73746189e+14 8.19309470e+14 -1.42952341e+15\n", - " 1.99841970e+13 -1.03667909e+14]\n", - "Found 244 total galaxies in catalog for cluster 5084\n", - "[-4.54034882e+15 -1.20974714e+15 2.74449519e+14 4.83128128e+15\n", - " -2.10497943e+15 -5.96236435e+14 5.93828650e+14 -6.34118364e+14\n", - " -2.07572675e+14 2.50177998e+15 1.96726361e+15 -5.69940521e+15\n", - " -2.18491693e+15 -4.16719182e+14 2.14305897e+15 -2.54694871e+15\n", - " 7.38553554e+12 -1.28543908e+14 5.94969311e+15 -5.99268918e+15\n", - " -4.74406047e+14 1.45605106e+15 1.42886542e+15 -1.78940143e+15\n", - " -2.69067411e+15 -2.11233151e+15 -1.58527535e+15 3.39436584e+15\n", - " -4.33211449e+15 2.55686359e+15 -2.78808638e+15 -1.61877323e+15\n", - " 2.81518079e+15 -4.70001360e+15 -3.26539127e+15 -4.06215303e+15\n", - " -3.67488586e+15 -5.55650062e+14 -4.31765591e+15 9.20273553e+13\n", - " 6.54821682e+15 1.01067807e+15 8.93122816e+14 -3.58965634e+15\n", - " 2.36494748e+15 3.53051480e+15 -5.91976316e+15 -8.05646059e+14\n", - " -1.50201745e+15 1.17699364e+14 7.29473751e+14 4.50244333e+14\n", - " 7.62978453e+14 -3.54077021e+15 -2.31926582e+15 -3.02594435e+15\n", - " 3.03088672e+15 -2.89012508e+15 -2.36205048e+15 7.31681772e+14\n", - " 3.99427603e+14 1.69487244e+15 7.21321651e+14 8.05439316e+14\n", - " -1.55210575e+15 1.85799370e+15 -3.03215730e+15 -1.52289012e+15\n", - " -1.17369766e+15 -1.22363897e+15 3.73993511e+15 2.13042989e+15\n", - " -1.09452375e+15 2.15478829e+14 -2.63654050e+15 -4.52639481e+15\n", - " 1.85930252e+15 1.91007904e+15 3.07905605e+15 2.84104238e+15\n", - " -3.79044592e+15 -4.99967039e+14 -9.87510270e+14 7.42451572e+15\n", - " -2.82017705e+15 -2.27374647e+15 -1.55860027e+15 -4.20902160e+15\n", - " 7.46805452e+15 -2.31542366e+14 1.23014288e+15 -1.69496203e+15\n", - " -6.89830365e+14 -1.83579799e+15 6.03441446e+14 8.77455039e+14\n", - " 1.21139428e+14 4.57041895e+14 -1.33411770e+14 1.69221846e+15\n", - " 3.32424658e+15 2.24750473e+15 -4.81064155e+14 3.58151543e+14\n", - " -1.66907513e+15 -1.31253584e+15 2.68274024e+15 2.55610256e+15\n", - " -4.36310232e+15 -4.77042566e+15 -5.02996691e+15 4.48808985e+14\n", - " -3.32511665e+14 -1.24970621e+15 -9.60514916e+14 1.38421511e+15\n", - " -1.11426154e+15 -1.68092858e+15 -4.06415438e+15 2.25763300e+14\n", - " 1.46758324e+15 1.18770998e+15 4.78510911e+14 7.00408000e+14\n", - " 2.16488283e+15 -2.09316457e+14 -1.64304365e+15 3.04360606e+13\n", - " 3.13707028e+14 -4.68639470e+14 2.53064946e+15 1.17622950e+15\n", - " -3.51481324e+14 -2.34476335e+14 1.71724986e+14 2.86384805e+14\n", - " 6.25887781e+14 8.63265171e+13 -5.37861583e+14 -1.12205497e+15\n", - " 3.67759506e+14 1.78528528e+15 1.04216243e+15 -7.81718433e+14\n", - " -4.51075610e+14 1.78476428e+14 -9.52637925e+14 6.09688594e+14\n", - " -1.84465126e+14 2.95301562e+15 1.46669710e+15 1.52982570e+15\n", - " -9.11984710e+14 -1.56226636e+15 6.44253069e+14 1.61529426e+15\n", - " 2.08140762e+15 6.58333111e+14 2.75402656e+15 -2.57226013e+15\n", - " 8.79787082e+14 1.13622885e+15 7.04701529e+14 -6.98421764e+14\n", - " 6.68832885e+14 -4.79582868e+14 1.51816184e+14 -9.36120375e+14\n", - " -1.33570433e+14 1.66402979e+14 -1.06870212e+15 -2.36454597e+15\n", - " 5.83415727e+15 6.79714814e+14 -1.48383447e+15 -2.57677867e+14\n", - " 9.12700978e+14 -1.08496777e+15 -1.02331202e+15 -1.34287229e+15\n", - " 7.27546751e+14 -1.28571202e+15 8.94933635e+14 1.91113903e+15\n", - " -2.35026686e+15 4.19103260e+14 -6.12991611e+14 -1.35465318e+15\n", - " 7.19498121e+14 4.07929602e+14 -9.60869686e+14 4.38416613e+14\n", - " 8.17085884e+14 -5.26744140e+14 8.26610385e+14 9.94255118e+14\n", - " -1.13093817e+15 1.85847882e+15 1.74595912e+15 9.28162102e+14\n", - " 1.89937284e+15 2.78164208e+14 -9.99438360e+14 8.84581052e+14\n", - " -2.02589834e+15 -3.08269712e+14 -8.40551055e+14 5.24487086e+15\n", - " -2.47523148e+15 1.09283198e+14 -3.48604615e+14 1.42430044e+15\n", - " 2.46541354e+13 4.96518808e+14 -1.13609606e+15 2.04558124e+15\n", - " 3.67541340e+15 1.56239803e+15 -7.88180052e+14 -6.78137782e+14\n", - " -1.19469142e+14 -3.94182386e+14 1.98456307e+15 -5.24369240e+14\n", - " -1.09728957e+14 1.86943251e+15 -6.58611917e+14 1.69979856e+15\n", - " -5.96301722e+13 -1.22088587e+15 3.16095965e+14 -2.07147054e+15\n", - " -5.73344817e+14 -1.01620468e+15 1.50257804e+15 -6.85237707e+14\n", - " 6.85760195e+14 -4.96746644e+14 1.39258883e+15 -3.68363340e+14\n", - " 1.64407272e+14 9.91819750e+14 -1.45172355e+15 1.04068623e+15]\n", - "Found 1803 total galaxies in catalog for cluster 4434\n", - "[-1.57890522e+15 -3.17177467e+15 -1.41479950e+15 ... 4.14418180e+14\n", - " 1.45062278e+15 -7.13722766e+14]\n", - "Found 1408 total galaxies in catalog for cluster 3939\n", - "[ 5.34008102e+14 -1.61782718e+15 -5.30107907e+14 ... -7.44420051e+14\n", - " 1.38793598e+13 -6.52196899e+13]\n", - "Found 4123 total galaxies in catalog for cluster 6139\n", - "[-1.12985380e+15 2.23087137e+15 -1.89662924e+14 ... 7.26301945e+14\n", - " 5.69075393e+14 4.37631211e+14]\n", - "Found 1196 total galaxies in catalog for cluster 4709\n", - "[ 2.88226834e+15 3.90421346e+15 -3.37213732e+15 ... -3.17756142e+14\n", - " -1.45303612e+14 -6.75438890e+14]\n", - "Found 3401 total galaxies in catalog for cluster 7121\n", - "[-9.57281308e+14 -1.14890803e+15 -5.26311601e+14 ... -5.09348451e+14\n", - " -1.92720361e+14 -4.21603958e+14]\n", - "Found 2874 total galaxies in catalog for cluster 8547\n", - "[ 3.67050207e+14 -2.17500419e+15 -5.52108051e+14 ... -6.26864844e+14\n", - " -1.58083935e+14 -3.08599408e+14]\n", - "Found 448 total galaxies in catalog for cluster 8685\n", - "[-1.00729843e+15 4.97332346e+15 -4.48123100e+15 -5.72075790e+14\n", - " -1.87400672e+15 -2.43585869e+15 7.19596906e+14 6.31408541e+14\n", - " 1.30950348e+15 -4.11486278e+15 1.23991564e+14 7.05954286e+13\n", - " -4.73929684e+14 9.51941528e+14 -2.76261187e+15 1.08703907e+15\n", - " 9.99677885e+14 2.84365317e+14 -1.15272885e+13 2.40356748e+15\n", - " 1.31185929e+14 7.01546462e+15 2.34319633e+14 1.21093105e+15\n", - " -4.31491722e+14 6.96579444e+14 9.17273539e+14 -1.93368020e+15\n", - " -1.26718379e+15 4.32683775e+15 -3.52269278e+15 7.61907348e+14\n", - " -2.94941136e+15 6.71632869e+15 -4.55375497e+15 -8.05293578e+14\n", - " -6.30850540e+15 2.55515816e+15 -1.32356996e+14 9.41989024e+14\n", - " 2.20268633e+15 -3.60927892e+15 -5.40561878e+15 -1.85235720e+15\n", - " -3.20095260e+15 3.20776191e+15 2.39134797e+15 -1.12916917e+15\n", - " -1.84899572e+15 -3.49713185e+13 5.64009275e+15 2.17443422e+15\n", - " -3.47089974e+15 7.48718153e+15 3.40355703e+14 5.27408718e+15\n", - " -1.87945574e+15 1.72050946e+15 -5.54786214e+15 -7.82189384e+15\n", - " 2.66741179e+15 -6.29871502e+14 -5.33170491e+13 -1.23553054e+15\n", - " -4.05163773e+15 -5.98794922e+15 -2.59031652e+14 -1.26846479e+14\n", - " 1.27641924e+15 -3.38105448e+13 -2.34760556e+15 -7.88140016e+14\n", - " 1.26619904e+15 -2.00826989e+15 -3.23104126e+15 -1.82677292e+14\n", - " 2.81518766e+14 8.39381810e+15 6.08853449e+15 1.88151274e+15\n", - " 5.04931096e+15 2.18032882e+14 2.93129031e+15 2.11575925e+15\n", - " -2.52672889e+15 6.61510322e+15 -8.37528402e+14 -3.90366281e+14\n", - " -3.53580415e+14 -3.63401519e+15 -8.89612918e+14 -2.06013187e+15\n", - " 2.83869253e+15 2.40035022e+15 4.32681080e+14 5.17945906e+14\n", - " -1.96085795e+15 4.32007370e+15 3.19725098e+15 -3.66517996e+15\n", - " -2.33348027e+15 3.82551701e+14 -1.70250413e+15 6.11351625e+14\n", - " 2.08982938e+15 -4.43383211e+13 -3.29448996e+15 -9.45999082e+14\n", - " 3.02431266e+15 9.16700732e+14 -1.01002755e+15 6.01258201e+15\n", - " -4.57231368e+14 -5.41697971e+14 -2.57775308e+15 -3.52656855e+14\n", - " 1.67847951e+15 7.06157147e+15 5.30570335e+15 3.95381778e+14\n", - " 2.04924589e+14 -4.62403119e+15 9.82266775e+13 -2.24398496e+14\n", - " 2.72309440e+15 1.32223203e+15 1.54847144e+15 6.77184162e+14\n", - " 1.90934826e+14 -1.07654326e+15 2.01516130e+15 7.36543655e+14\n", - " 9.26655867e+14 1.87719425e+15 2.10611615e+15 3.01485982e+14\n", - " -2.73891540e+15 -4.81959949e+14 6.95857354e+14 -6.01252534e+14\n", - " -2.90730786e+15 2.38107656e+14 -1.17697639e+16 -1.58575665e+15\n", - " -2.27375102e+15 -1.45079038e+15 -3.68831762e+14 -3.31143169e+14\n", - " 3.87210595e+14 -1.55997372e+14 -1.78737585e+15 -3.36403711e+15\n", - " -2.06812407e+14 -3.55321286e+14 2.87032680e+13 -9.94225492e+14\n", - " 2.78500937e+14 -9.87630471e+14 1.85186874e+15 -1.96889546e+14\n", - " -3.35157357e+15 1.74269613e+15 2.69270200e+15 -2.06808887e+15\n", - " 1.80160087e+15 -1.84073779e+14 -1.69065676e+15 -3.06663913e+15\n", - " 1.76113802e+15 -2.71147887e+14 -9.22223634e+14 -1.98118869e+15\n", - " -5.28913784e+14 1.22658149e+15 -3.89633932e+15 1.84071178e+15\n", - " -1.04781552e+15 -1.32243522e+15 1.90598049e+14 1.53223979e+15\n", - " -2.52964703e+15 3.33145937e+15 2.00805075e+15 3.79500322e+15\n", - " 1.24902644e+15 -2.64362841e+15 -1.34401250e+15 -2.00343090e+15\n", - " -1.42027273e+15 1.37836322e+15 -3.34942437e+14 2.67201219e+15\n", - " 1.69754765e+15 -8.51561108e+14 2.65099799e+14 2.57012444e+15\n", - " 1.18221349e+15 -9.18099583e+13 -1.38984521e+15 1.32619386e+15\n", - " 1.32736309e+15 -2.92714366e+15 -1.53382773e+15 1.49867012e+15\n", - " -4.25610188e+15 1.24997251e+15 1.35125425e+15 -1.92313301e+15\n", - " -8.23160571e+14 1.28447197e+15 -2.78113711e+15 -8.74406291e+14\n", - " 9.44429880e+14 9.18214925e+14 -4.45570938e+14 4.43235583e+14\n", - " 1.35439184e+15 2.14306061e+15 -1.32758758e+15 2.85165635e+13\n", - " -1.15563379e+15 -5.22568805e+14 -4.45537186e+14 -3.46842986e+15\n", - " 4.61377088e+14 2.39770671e+15 -2.13598357e+13 -7.02057949e+14\n", - " -1.41174531e+14 -1.99932957e+15 1.21288209e+15 4.10578455e+15\n", - " -2.00614743e+14 -3.17126883e+15 3.24821158e+15 -3.81906731e+14\n", - " 7.28671040e+14 -4.04207672e+14 2.33301527e+15 -2.56190103e+15\n", - " -1.12935471e+15 -2.30221517e+15 2.36924266e+15 -8.77069793e+14\n", - " -4.01538066e+14 -4.38444757e+14 6.59577435e+13 1.79560830e+14\n", - " -2.20684457e+15 -2.90797275e+14 1.07430457e+15 8.50848569e+13\n", - " -3.37410866e+14 -2.14458330e+15 7.88994506e+14 4.49504279e+14\n", - " -2.28075526e+15 1.05594174e+15 4.95931237e+14 5.53436164e+13\n", - " -2.36575128e+15 3.05918928e+14 -4.36818970e+15 6.98676139e+14\n", - " 3.56922247e+15 1.34417262e+15 3.09422286e+14 2.21920803e+15\n", - " 6.63800060e+13 1.68155614e+15 1.67902434e+15 3.08721619e+15\n", - " -1.07821915e+15 -6.46929396e+14 -9.36208143e+14 1.06911925e+14\n", - " -4.03697405e+15 -6.87392146e+14 2.38625678e+15 1.36039637e+15\n", - " -3.59620519e+14 -5.01178766e+14 -5.25666262e+14 -1.20048509e+15\n", - " -1.97869643e+15 -5.63292535e+14 -1.67725759e+15 -6.23112781e+14\n", - " 4.21153221e+14 2.70864826e+14 8.07189603e+14 1.00719436e+15\n", - " 2.40264637e+14 8.80635496e+14 1.56133178e+15 1.78605667e+15\n", - " -2.42035047e+15 -1.44738785e+15 2.63249979e+15 1.13890131e+15\n", - " -3.18545427e+14 -4.64684960e+14 -2.09850226e+15 -1.30044744e+15\n", - " -8.63453314e+14 -1.56350711e+15 -5.90651833e+13 -1.45359407e+15\n", - " -7.58591943e+14 4.67705095e+14 -3.61962983e+14 4.93701835e+15\n", - " -6.97556853e+13 2.30745175e+15 6.14902659e+14 -3.37723332e+13\n", - " 2.43984815e+15 3.04058120e+15 -2.05669604e+15 4.71001118e+14\n", - " -2.47230010e+15 -2.63988529e+15 3.77104698e+14 -1.28718326e+15\n", - " -1.16919935e+15 7.57883055e+14 3.36178729e+14 -1.81998805e+15\n", - " 1.48047245e+15 -1.49843665e+15 1.92386514e+15 1.00129698e+15\n", - " -3.80004795e+15 6.03155313e+14 -9.00011693e+14 2.42776925e+15\n", - " -2.23090141e+15 -8.40516908e+14 2.21494126e+15 -1.35293176e+15\n", - " -5.52330619e+14 -2.64533186e+14 1.46873914e+15 -1.02972558e+15\n", - " 1.76481919e+15 1.62258325e+15 2.41330973e+14 1.54936952e+14\n", - " 8.95205249e+14 1.07860640e+15 -4.08641264e+14 -1.13428123e+15\n", - " 1.20347615e+15 4.26406874e+14 2.09877588e+15 -2.99741205e+15\n", - " 2.76383836e+14 1.19677611e+15 -5.18037061e+13 3.40120081e+15\n", - " 8.55080261e+14 2.33657601e+14 1.12854953e+14 1.32417067e+14\n", - " -3.40375549e+15 -7.98438603e+14 1.07263563e+15 -4.20137075e+14\n", - " -2.35815972e+15 9.61755457e+14 4.69381219e+14 4.04964284e+14\n", - " -3.35408529e+15 2.31323417e+15 1.05781822e+15 -9.51033852e+14\n", - " -1.41612379e+15 2.58755800e+15 -8.09052766e+14 5.81973241e+14\n", - " -4.62413778e+14 -1.40800500e+15 1.84616532e+15 5.10545601e+14\n", - " -5.56657863e+15 -3.37666580e+14 4.76455735e+14 -4.12905625e+14\n", - " 6.61101919e+14 -1.97471221e+14 2.20071997e+15 -1.59451515e+14\n", - " -2.04747657e+15 -1.47183491e+15 -1.97771869e+15 -1.81985132e+15\n", - " 1.33270843e+15 7.97078683e+14 2.41907553e+15 -1.22249781e+15\n", - " -3.10713941e+14 1.54095509e+15 9.38122274e+14 1.75776143e+14\n", - " -3.85956855e+15 1.07979122e+14 -3.15483208e+14 -9.06474537e+14\n", - " 9.39765815e+14 6.07559627e+14 2.43052102e+15 3.98782837e+14\n", - " 1.63118982e+15 2.97446095e+14 4.52549682e+14 -5.20985574e+14\n", - " -4.51072932e+13 -1.13628268e+15 1.10320424e+15 8.48584930e+14\n", - " 1.04630262e+15 -1.27043653e+15 6.90257359e+14 -1.29064732e+15\n", - " 5.60467489e+14 3.42497753e+14 -7.37891104e+14 -5.95754115e+14\n", - " -1.51608856e+15 7.72271704e+14 2.49635819e+15 9.63270514e+14\n", - " -6.79286946e+14 -6.42313809e+13 -1.75799819e+15 2.29259299e+14\n", - " 1.36521966e+15 1.19245434e+15 -5.14929907e+14 2.81894904e+14\n", - " -3.24822514e+14 2.33133164e+14 -7.15342865e+14 -1.81661591e+14\n", - " -1.17198672e+15 8.02781789e+14 3.59301528e+14 1.21366252e+15]\n", - "Found 354 total galaxies in catalog for cluster 8995\n", - "[-5.61856096e+14 2.22290898e+15 -2.29108211e+15 -4.82773058e+15\n", - " 1.26603576e+14 -5.70686032e+15 -2.55147544e+15 -2.45225648e+15\n", - " 2.83926157e+15 2.47501574e+15 9.77457792e+14 -1.24399118e+15\n", - " -1.55220042e+15 1.31498207e+14 -2.40538550e+14 -5.44444179e+14\n", - " -8.67306726e+14 -1.00097043e+15 6.07072064e+14 1.67836825e+15\n", - " -3.44488549e+14 3.69980455e+15 -5.04699505e+14 -1.57460917e+14\n", - " -2.34819029e+14 -3.90415704e+15 -3.38567344e+13 -1.24252839e+15\n", - " 1.82095039e+15 -2.73715484e+15 1.67660686e+15 -2.50009134e+15\n", - " 1.22474903e+15 4.18956854e+15 2.79724303e+14 5.92004011e+13\n", - " 1.54857593e+15 1.33775671e+15 -1.53457474e+15 -2.51983778e+15\n", - " 1.70083469e+15 3.78252508e+15 2.30019495e+15 -4.23899407e+15\n", - " -2.26608937e+15 -7.14172050e+14 -9.89442254e+13 4.50089762e+15\n", - " 1.70455956e+15 2.43929968e+15 7.20616506e+14 1.04874147e+15\n", - " 2.93750572e+15 -1.10430838e+15 -4.23687409e+13 -1.67929571e+15\n", - " -5.21190846e+13 2.02664471e+15 1.34426221e+14 3.16677285e+14\n", - " 1.85468882e+15 -3.50113622e+15 1.07576882e+14 1.16355872e+15\n", - " 1.03122175e+15 9.34895023e+14 -6.78800580e+14 1.81375844e+15\n", - " 1.56962389e+15 -6.59182338e+14 2.59500556e+15 1.70184806e+15\n", - " 6.27678166e+14 3.25562676e+15 -3.60056166e+15 -1.43397309e+14\n", - " -1.99527653e+15 -1.02413489e+15 1.12870043e+15 -3.80176267e+15\n", - " -9.99460833e+13 -1.91392398e+15 -7.94776350e+14 3.85268696e+15\n", - " -2.54179172e+14 -1.00833403e+15 4.14925783e+14 -1.38792597e+15\n", - " -1.63392890e+14 1.57645776e+15 -2.71628848e+15 -1.00399921e+15\n", - " -1.44662518e+15 5.59967465e+15 -2.48504124e+15 -2.44506305e+15\n", - " -2.05094746e+15 4.62122851e+14 5.94592170e+14 1.44311811e+15\n", - " -2.15440218e+14 -1.27492864e+15 -4.05262275e+14 -2.67924501e+15\n", - " -3.51806158e+15 1.87730087e+15 6.95100572e+13 1.78080288e+15\n", - " 5.64019105e+15 1.96536539e+15 3.43208246e+15 1.04434893e+15\n", - " -3.39034254e+15 -4.45765299e+14 2.33385736e+15 6.71226090e+14\n", - " 6.14991831e+14 4.64069724e+13 -5.05224938e+14 -3.34605445e+15\n", - " 2.98127484e+15 9.85281510e+13 9.39461665e+14 -2.23429518e+15\n", - " -4.09076181e+14 -2.17018193e+15 -2.65520853e+15 -3.23454982e+14\n", - " -1.44870144e+15 2.79620370e+15 5.93593715e+14 -3.08752574e+14\n", - " 1.56038776e+15 -9.08625016e+14 -2.86748829e+14 -5.45100768e+13\n", - " -6.14379921e+14 -9.43338050e+14 2.64994988e+13 5.38825204e+14\n", - " 4.70779995e+14 -1.64899375e+15 1.90802646e+15 1.78378081e+15\n", - " -9.31916273e+14 -1.90187463e+15 -1.07213011e+15 2.11781080e+15\n", - " 1.45613020e+15 -5.19674659e+14 1.60839284e+15 -9.17003838e+14\n", - " 3.99144530e+12 -2.00681127e+15 8.72460948e+14 1.28573660e+15\n", - " 3.54958563e+15 4.89864603e+14 -2.07556220e+15 1.61529580e+15\n", - " 1.96804307e+15 -2.37781227e+15 1.30102164e+15 1.22709003e+15\n", - " -1.29681627e+15 2.05045575e+14 9.92068708e+14 1.29929568e+15\n", - " 2.00717618e+15 -9.73402015e+14 -3.84816580e+14 -9.07688198e+14\n", - " 8.27666153e+13 4.35525513e+14 9.27211554e+14 -1.87168289e+15\n", - " 9.72735835e+14 -4.35178979e+15 8.16501080e+13 1.75272397e+15\n", - " 3.32853754e+14 -8.56741132e+14 -6.99704780e+14 -7.88746082e+14\n", - " 7.08659346e+14 1.99149541e+15 -1.53339442e+14 9.43166815e+13\n", - " 1.92616237e+15 -2.55603191e+13 2.24939313e+14 -4.39787533e+14\n", - " -1.59945281e+15 5.90484363e+14 1.68558369e+15 -2.68195413e+15\n", - " 1.58014766e+15 -6.61424979e+14 3.53018837e+15 1.03565676e+14\n", - " 3.77784304e+15 -4.12014952e+13 -1.32084477e+15 -1.46699207e+15\n", - " -1.64711079e+15 -3.93674134e+14 8.73520858e+14 -9.89463307e+14\n", - " -1.46967078e+15 1.62953775e+15 -3.48888095e+15 -4.02042309e+15\n", - " -5.03982744e+14 -1.41134156e+15 -9.10038671e+14 -6.57292813e+14\n", - " 2.06573527e+14 1.12896259e+15 3.57723139e+15 -1.15347889e+15\n", - " 4.84287679e+14 1.85890333e+15 1.26674464e+14 1.14631548e+15\n", - " 1.93597188e+14 -8.52314129e+14 1.28229305e+14 -1.84470915e+15\n", - " 1.94632861e+15 -2.40678253e+15 -2.17572420e+15 3.65676103e+15\n", - " 1.18336407e+15 -4.20676961e+14 9.29719446e+14 1.08712283e+15\n", - " -1.20359944e+15 9.39763456e+14 9.68131343e+14 9.51637400e+14\n", - " 3.25431070e+13 1.25668779e+15 7.80115298e+14 -2.93851469e+15\n", - " -3.90045530e+14 8.14745715e+14 3.96303574e+14 1.35735966e+15\n", - " -5.86913125e+14 2.11457193e+15 9.59954228e+14 -2.23099296e+14\n", - " -1.32480114e+15 8.02356376e+14 3.52241426e+15 7.66490983e+13\n", - " -6.61590769e+14 -3.34713788e+14 2.54200277e+14 2.27774077e+15\n", - " -3.19574139e+15 -1.84206279e+15 2.49397977e+15 -4.78451454e+14\n", - " 1.40197955e+15 4.01505402e+14 4.99203764e+14 -1.38686202e+15\n", - " 3.42850134e+15 2.50855900e+14 2.16218827e+14 -6.62646637e+13\n", - " 6.55065112e+14 -7.97326548e+14 -2.67805196e+15 -1.35209794e+15\n", - " 2.90954647e+15 -2.36099202e+14 2.69781443e+14 -1.84688258e+14\n", - " 1.37412653e+14 -1.89807243e+15 -9.07602788e+14 -2.93079437e+14\n", - " 6.02311984e+14 8.84951354e+14 -1.30037602e+15 1.41663673e+14\n", - " -1.65311871e+15 3.52052470e+14 1.12656555e+15 -8.79461406e+14\n", - " 1.41483127e+15 1.85471281e+14 -4.05258264e+14 -1.44953295e+15\n", - " -1.98282233e+14 -1.20144139e+15 8.03570994e+13 1.29933078e+15\n", - " -2.12738449e+15 5.19260753e+14 1.43250933e+15 -5.24383578e+14\n", - " -4.61446894e+14 6.56232319e+14 -9.14466959e+14 -1.15444883e+15\n", - " -7.14918235e+14 1.54727995e+15 9.94139888e+13 -8.82489161e+14\n", - " 8.87179046e+14 5.04868654e+15 -1.37116794e+15 5.69553860e+14\n", - " -1.28296014e+14 -4.97871397e+14 8.66596470e+14 6.43096989e+14\n", - " 1.42674916e+15 -7.12821513e+14 -3.79002441e+14 4.71007309e+14\n", - " 1.81813391e+15 1.19010956e+15 1.33054622e+15 8.17356977e+14\n", - " 1.75600738e+15 1.90791475e+15 4.50535010e+14 1.67112242e+13\n", - " 1.53291138e+15 -1.27699342e+15 -5.41491453e+14 9.35079925e+14\n", - " -7.81328952e+14 6.47178600e+14 3.50391809e+14 -2.37093822e+15\n", - " -4.85656473e+14 -7.83642377e+14 -1.40425270e+14 -4.95421603e+14\n", - " -3.43050322e+14 -9.12261666e+14 8.94951857e+13 5.26022085e+14\n", - " 5.52764468e+14 1.85529063e+14 -7.02817571e+14 2.20893865e+15\n", - " 7.76665775e+14 -9.41021070e+14]\n", - "Found 3085 total galaxies in catalog for cluster 7698\n", - "[-2.46739241e+15 1.44888168e+15 -1.02704537e+15 ... 1.08381682e+15\n", - " 6.89982225e+14 -4.27895076e+14]\n", - "Found 5985 total galaxies in catalog for cluster 10999\n", - "[-3.05001878e+15 -2.24331085e+15 -6.57589382e+14 ... 1.04084770e+15\n", - " 4.48371987e+14 3.20214091e+14]\n", - "Found 444 total galaxies in catalog for cluster 9029\n", - "[-2.30410452e+15 1.75727402e+15 -1.51311670e+15 1.06163162e+15\n", - " -3.26951013e+15 -9.32363580e+14 1.03398760e+15 -4.52410295e+15\n", - " 2.16057800e+15 1.15240461e+15 -6.13527899e+15 -8.44495648e+14\n", - " -6.57815553e+15 -1.85513385e+15 -3.13735467e+15 -8.66511431e+14\n", - " -3.22285661e+15 2.33063973e+15 -9.98537410e+14 8.56317687e+14\n", - " -1.65137478e+15 -1.25804106e+14 3.29451680e+15 -3.23021119e+15\n", - " 2.61629839e+15 6.29497163e+14 1.35036429e+15 5.41998788e+15\n", - " -3.27646332e+14 7.65790736e+14 4.03454651e+14 -6.41030138e+14\n", - " -1.58703316e+14 -2.39625580e+15 -7.81622795e+14 4.34780889e+15\n", - " 1.74080256e+15 -2.99459602e+15 1.32281276e+13 7.82465582e+14\n", - " 1.91871688e+15 6.49211521e+14 -1.77422682e+14 2.57775892e+13\n", - " 2.01110606e+15 -2.98714527e+15 -1.42519034e+15 2.50438768e+15\n", - " 1.53655271e+13 3.46997093e+14 -2.34252558e+15 -2.04895446e+14\n", - " -1.62677174e+15 -1.83045721e+15 -2.11117981e+15 -1.71239611e+14\n", - " -1.39541690e+15 2.44559012e+15 -2.10566484e+15 -2.28012945e+15\n", - " 1.89762962e+15 -2.53629030e+15 1.98873915e+13 -2.35712636e+15\n", - " -3.68339655e+15 3.78335078e+13 1.81485159e+15 -9.67222221e+14\n", - " -2.11898685e+15 -1.20158442e+15 -4.40505976e+15 6.30215937e+15\n", - " 9.08740030e+14 1.74806607e+15 -6.47942731e+14 2.19273957e+15\n", - " -4.66749319e+14 8.43433173e+13 -9.04474994e+14 -4.05147435e+15\n", - " -1.97783872e+15 8.93375243e+14 -1.31368979e+15 -2.37151084e+15\n", - " 4.87548179e+15 1.54779334e+15 3.95722050e+13 -3.44664783e+14\n", - " 1.10963199e+15 4.81581401e+14 -9.42294437e+14 -9.25371084e+13\n", - " -5.67088378e+15 1.36423894e+15 9.92368586e+14 2.05399772e+15\n", - " -8.97259966e+14 3.74625817e+15 4.04219716e+14 -1.10515733e+15\n", - " 1.59158664e+15 -2.81094945e+15 1.09317425e+14 1.09425278e+15\n", - " 1.16215507e+15 6.13443430e+14 1.55148388e+15 -1.68501609e+15\n", - " -9.94330026e+14 -1.06928034e+14 8.68283963e+14 -1.12156639e+15\n", - " 5.19797771e+12 1.99947553e+15 -9.66722545e+14 7.69572209e+14\n", - " 5.98108415e+14 -8.97015780e+14 -8.24081707e+14 -4.14810336e+14\n", - " -3.83834951e+14 8.28604821e+14 8.04491144e+14 -3.57637817e+15\n", - " -3.74126120e+14 2.12937943e+15 3.31674274e+15 2.65396365e+15\n", - " -8.46943677e+15 6.17822416e+14 3.02302830e+14 3.68013856e+15\n", - " 1.24309593e+15 -2.30167597e+14 -8.74832283e+14 2.11900447e+15\n", - " 1.57449237e+15 -9.79937392e+14 1.99298899e+15 -2.78116622e+14\n", - " -8.06365230e+14 -1.84281404e+14 -1.11089773e+15 -5.76813165e+14\n", - " 8.37180815e+14 -1.01102132e+15 -1.78473177e+15 2.25931845e+14\n", - " 9.60566411e+14 -2.12161622e+15 1.37557540e+15 6.31958517e+14\n", - " -1.68118517e+15 -1.25753985e+15 -1.83779798e+15 -6.44665108e+13\n", - " 8.37848486e+14 5.04804514e+14 5.13834779e+14 1.46681188e+15\n", - " 1.87051326e+14 1.44771738e+15 -2.50096732e+14 -1.34584547e+14\n", - " -1.43334980e+15 -2.22331647e+14 1.14520105e+15 6.13202612e+13\n", - " -1.97348680e+15 1.45301469e+15 2.43679386e+15 -2.60828430e+14\n", - " -3.29202603e+14 -2.05315771e+15 -3.29548888e+14 -8.69176837e+14\n", - " -6.86017261e+14 -1.04738677e+15 1.19404101e+15 2.36255254e+14\n", - " -7.22565553e+14 1.60741152e+14 -3.58354699e+15 -2.17968886e+15\n", - " -9.41045809e+13 2.65845398e+15 -3.20701299e+13 7.44011146e+14\n", - " -1.29212939e+15 5.53597402e+14 2.41572358e+14 1.03116738e+14\n", - " 1.14056671e+15 1.01253813e+15 -2.51291509e+15 1.74334783e+15\n", - " 6.01533109e+13 3.61794616e+15 1.15689430e+15 -3.77022265e+14\n", - " -5.43831165e+15 2.32185541e+15 -1.30338398e+15 1.15877021e+15\n", - " -1.73165466e+15 6.88327044e+14 1.77597323e+15 1.10647222e+15\n", - " 6.72655365e+13 -2.27680118e+14 -1.99438500e+15 -1.28092354e+14\n", - " 2.26884546e+14 -1.70280730e+15 -2.65253703e+15 -2.05597905e+14\n", - " 2.43856802e+14 -1.59743937e+15 -8.81840278e+14 5.26736933e+14\n", - " -8.51987402e+14 5.56241325e+13 -1.70921420e+15 -6.78507980e+14\n", - " 1.62125469e+14 -2.08554625e+15 -4.89940261e+15 -7.07107902e+14\n", - " -5.36062126e+14 -1.20676432e+15 -7.25218863e+14 -1.44898731e+15\n", - " -5.13266167e+14 2.00464455e+15 -1.11367707e+14 -9.13773080e+14\n", - " 1.34718263e+14 9.22017179e+14 1.75597310e+15 -1.84798897e+14\n", - " 1.27599308e+15 2.83774639e+14 -4.38897776e+14 -2.58108337e+15\n", - " 8.10843766e+14 -2.24448592e+14 7.96883079e+14 1.55866198e+15\n", - " -1.76506160e+15 2.06449763e+15 7.27200263e+14 1.54030919e+15\n", - " -2.73439794e+15 -1.51925940e+15 1.15993991e+15 -1.77372606e+15\n", - " 5.97231368e+14 2.10794256e+15 -3.65844651e+14 -3.13147751e+14\n", - " 1.12916507e+15 2.56173512e+14 -1.18518526e+15 1.23985381e+15\n", - " -1.17040715e+14 1.47232820e+15 -9.86056655e+14 4.30044319e+14\n", - " -8.28163175e+14 -1.11051572e+14 1.27175858e+15 4.16177420e+14\n", - " 1.21581511e+15 -1.13738142e+15 -7.25516738e+13 8.44486399e+14\n", - " -1.45330218e+15 -9.29992002e+14 -7.76567491e+13 7.14022168e+15\n", - " 5.98285103e+14 -9.72646071e+14 -6.66839271e+14 -1.75412859e+15\n", - " 3.28418496e+15 6.62143133e+14 -7.27458033e+14 2.15607849e+14\n", - " 2.18515159e+15 -3.10877516e+14 5.40667347e+14 5.35124766e+14\n", - " 1.75888076e+15 9.40229941e+14 1.65552196e+15 8.20224965e+12\n", - " -3.26555304e+15 7.65070135e+12 6.86263862e+14 -2.46357182e+15\n", - " 9.22877818e+13 8.53622538e+14 2.00576393e+15 -4.56186872e+14\n", - " 1.54188330e+15 -5.49027677e+14 8.21522082e+14 -1.33495919e+15\n", - " 3.78608767e+14 5.78301903e+14 -1.57394957e+14 -7.29793843e+14\n", - " 1.21828239e+14 8.44369359e+13 -3.18279369e+14 6.63952201e+15\n", - " 6.03767003e+14 -1.65582814e+15 7.16631229e+14 1.32323436e+15\n", - " 1.29547168e+15 -1.26497478e+15 2.86453617e+15 -1.55768436e+14\n", - " -2.81626652e+15 8.48135757e+14 -5.91918523e+14 -1.11176338e+15\n", - " 3.10705152e+15 -1.52422073e+15 1.82775417e+15 1.20759304e+15\n", - " 4.23187464e+14 3.18121600e+13 -1.43421044e+15 9.68174129e+14\n", - " 6.87917575e+14 -1.10848934e+15 1.84338844e+15 1.71287811e+15\n", - " -2.93067183e+14 -2.76651482e+15 -1.99959964e+15 5.75821174e+14\n", - " -1.22382079e+15 7.69126806e+14 -5.40107233e+14 1.40381069e+13\n", - " -2.16882337e+15 7.99962903e+14 -2.41542282e+15 1.20496706e+15\n", - " -7.25748262e+14 -4.69780638e+14 9.25072584e+14 -1.18613911e+15\n", - " -2.57049427e+14 1.21123791e+15 5.44555109e+14 -1.22601657e+14\n", - " -1.97898508e+14 -2.03139072e+15 2.36426709e+15 -6.50865235e+14\n", - " -1.99917353e+15 4.39524434e+14 3.74226115e+14 -1.64064887e+14\n", - " -3.16412892e+15 -9.93045740e+14 -4.91283969e+14 5.84481191e+14\n", - " -1.54508195e+14 -1.39310261e+15 -3.97946324e+14 -1.58810744e+15\n", - " 4.88112799e+14 3.49552881e+14 1.23858832e+15 6.62439746e+12\n", - " 1.67160464e+15 1.11413078e+15 -6.15328081e+14 9.15616174e+13\n", - " -1.83008603e+15 -3.09749799e+14 6.05254640e+14 -1.88570816e+15\n", - " -1.69624971e+15 4.30642347e+14 1.33891464e+15 -2.33966946e+14\n", - " 4.13719721e+14 -2.62811887e+14 -1.21274485e+15 -1.07434846e+14\n", - " 1.02948360e+14 -1.43027189e+15 -3.07128958e+15 2.05657456e+14\n", - " -4.60142116e+14 -1.76050990e+14 -1.15769702e+14 -5.36232721e+14\n", - " -1.70658621e+15 2.45271833e+14 1.20480488e+15 -3.21867480e+14\n", - " 9.26539092e+14 8.35498263e+14 5.25621845e+14 -1.15887357e+15\n", - " -5.94897455e+14 5.24726558e+14 2.78164471e+14 2.81881073e+15\n", - " 9.83863142e+14 5.70201772e+13 7.39912259e+14 -2.11213210e+14\n", - " -1.50890833e+15 5.34619014e+14 3.10271651e+14 -8.48303758e+14\n", - " -2.44667488e+14 -1.78128741e+15 4.27010061e+14 2.19009285e+14\n", - " -1.23820262e+15 5.40983364e+14 -6.38000801e+14 -4.94470023e+14\n", - " -1.87462227e+15 -1.29537726e+15 2.84498837e+13 -1.34611844e+15\n", - " -6.91026831e+13 1.42654686e+15 -1.56994964e+15 1.60678143e+15\n", - " 1.34821397e+15 5.78716964e+14 2.86015418e+14 -4.80736115e+14]\n", - "Found 996 total galaxies in catalog for cluster 9429\n", - "[-2.01362261e+15 -3.71655025e+15 -1.67198813e+15 -1.87747895e+14\n", - " -1.05549369e+15 -2.04914014e+15 -3.37411796e+15 -2.55969826e+14\n", - " 2.62301557e+15 1.78304075e+15 1.87292648e+15 4.68976771e+14\n", - " 1.53293325e+15 2.80322810e+15 1.26615141e+15 -3.33616266e+14\n", - " 1.37606466e+15 8.10327564e+14 9.47994093e+14 1.92517356e+15\n", - " 8.97797598e+14 -2.80249402e+15 -1.66875969e+15 8.50207914e+14\n", - " -7.77829332e+14 -7.84173909e+13 1.28933629e+15 3.69973043e+15\n", - " -1.05660503e+15 -3.39019839e+15 -8.04234791e+14 -1.39609608e+15\n", - " -1.95564247e+15 -2.43336008e+15 9.70324119e+14 -3.09734389e+15\n", - " 2.90865234e+14 2.61775499e+14 7.53390440e+14 1.73005955e+15\n", - " 2.08755664e+14 -9.46310327e+14 1.30333842e+15 -6.62367133e+14\n", - " 1.14377733e+15 2.65153327e+15 2.92361735e+15 -8.30764155e+14\n", - " -1.66440496e+15 4.92721215e+14 1.59947580e+15 1.81316623e+15\n", - " -1.28505960e+15 -2.24416837e+15 3.42728790e+15 -9.64809554e+14\n", - " 5.86119132e+15 2.89780205e+15 1.65882078e+14 4.08661042e+14\n", - " 2.94791594e+15 2.71839125e+15 1.01073733e+15 -1.40386749e+15\n", - " -6.20973273e+15 3.87488199e+14 1.39785412e+15 -1.17335169e+15\n", - " -2.10642197e+15 6.78837773e+14 -6.62155771e+14 -2.64309195e+15\n", - " -9.74402288e+14 3.00930175e+14 -1.85756563e+15 2.43343232e+15\n", - " 2.88891652e+15 1.89298490e+15 3.16998031e+15 1.34191805e+15\n", - " 2.26624238e+15 -1.26248509e+15 6.57029815e+14 -3.11850147e+15\n", - " -1.89317684e+15 -2.47133672e+15 -1.85779391e+15 -2.01791735e+15\n", - " -2.92396809e+15 1.09080368e+14 -8.21504021e+14 -1.22681008e+15\n", - " -5.76103256e+15 -5.63331143e+14 2.71120856e+15 8.94320286e+14\n", - " 1.85170562e+15 -2.35439915e+15 2.78507175e+15 -1.06265764e+15\n", - " 3.24254228e+14 -3.02412642e+15 -3.24934445e+15 -2.25446573e+15\n", - " -8.78780226e+14 1.63073675e+15 4.93979296e+14 1.68302914e+15\n", - " 1.31931393e+15 2.11953377e+15 -1.12661663e+15 1.37385444e+15\n", - " -7.84919906e+14 -3.30801140e+14 1.43791618e+15 1.43092626e+14\n", - " 2.61574242e+15 1.07107164e+15 4.24785841e+14 -4.74330353e+15\n", 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-6.71067410e+14 1.35878340e+15 4.66759485e+14\n", - " 1.58693198e+14 -4.28091729e+14 3.72362031e+14 -1.19911589e+15\n", - " 7.04707399e+13 -3.71664897e+14 9.79408485e+14 -7.21681042e+14\n", - " -1.51190693e+15 4.07439468e+14 -3.19559187e+15 6.25684257e+13\n", - " -6.02370093e+13 2.40220583e+14 7.16858988e+14 8.76610125e+14\n", - " 8.62540624e+14 1.03629212e+15 6.55189390e+14 -2.82402953e+13\n", - " -4.04514691e+14 1.53862991e+15 9.98975308e+14 -1.08853850e+15\n", - " 1.20306973e+15 7.71141212e+14 4.14361700e+14 3.56490973e+14\n", - " -2.77189852e+14 -1.61972391e+15 2.70006263e+14 1.52254936e+15\n", - " 1.14944015e+14 1.23518686e+15 5.66248114e+14 -1.80751082e+14\n", - " -2.01330930e+15 -1.07536455e+15 3.77304300e+14 -2.60921435e+14\n", - " 1.33117681e+14 1.25585455e+13 -1.35851397e+14 2.27780857e+14\n", - " -3.91155168e+14 -1.28514691e+15 -4.11039690e+14 -5.56636727e+14\n", - " -1.61852350e+14 1.26304903e+15 5.93192037e+13 -1.05896400e+14\n", - " -8.68954605e+14 1.47315235e+14 4.70377788e+14 3.40889701e+14\n", - " 3.49363864e+13 7.47028386e+13 3.68278458e+14 -9.31053110e+14\n", - " -6.47673080e+14 -3.43357399e+14 -1.44126665e+14 -9.74795605e+14\n", - " -7.19403427e+14 -9.89298665e+14 6.20501998e+14 3.25488912e+14\n", - " -2.97829962e+14 4.36908377e+14 1.00119696e+15 -9.17604364e+13\n", - " 1.15543960e+15 2.16255803e+14 -6.39739874e+13 2.52242491e+14]\n", - "Found 2072 total galaxies in catalog for cluster 10146\n", - "[-8.16437221e+14 -1.30462868e+15 -8.55348742e+14 ... -9.44357198e+14\n", - " 1.17540428e+15 -5.13587247e+14]\n", - "Found 2695 total galaxies in catalog for cluster 14476\n", - "[-1.49188377e+14 2.71529167e+15 3.94872742e+15 ... -1.38469383e+15\n", - " -1.34403821e+14 1.65845973e+14]\n", - "Found 119 total galaxies in catalog for cluster 8395\n", - "[ 4.53875001e+14 -1.23858503e+15 -9.87282188e+14 -8.65784735e+14\n", - " 3.88474540e+15 -4.02161651e+15 2.21151177e+15 -1.02550476e+15\n", - " 7.61972248e+13 -1.02902611e+15 3.06934342e+15 -2.86667066e+14\n", - " 4.49518834e+15 3.02069083e+15 -2.17453279e+15 -8.86022454e+13\n", - " 3.22209532e+15 -3.94714615e+15 1.27291920e+15 -7.33939173e+13\n", - " 3.83981389e+15 -6.94684125e+14 1.76249681e+15 -4.75948567e+14\n", - " 1.56555055e+15 3.28141623e+15 2.02867731e+15 -1.06765473e+15\n", - " -2.40198595e+15 -1.07023521e+15 6.16069286e+14 -4.91250258e+14\n", - " 6.53787024e+14 2.68719601e+14 -2.76270304e+15 -1.05086979e+15\n", - " 2.43827232e+14 -4.70245910e+14 -4.63767300e+14 1.70181313e+14\n", - " -2.99736419e+15 2.99151310e+14 8.15678959e+13 5.93999889e+14\n", - " -1.11183581e+15 3.63989203e+15 2.60098811e+15 1.24945744e+15\n", - " -3.15225544e+15 -9.70663343e+14 -4.90229659e+15 -7.10062623e+14\n", - " -3.44156101e+13 -4.92752829e+14 1.65789891e+15 1.57414343e+14\n", - " 1.61997659e+15 -3.36197780e+14 1.63035750e+15 -1.64395175e+15\n", - " -2.68790764e+15 -8.95426152e+14 -1.74272170e+15 -1.54778281e+15\n", - " 2.43253315e+15 2.23518737e+15 3.30049775e+15 1.96208753e+15\n", - " -1.03506345e+14 7.13961348e+13 -4.12904554e+15 5.23462063e+14\n", - " 1.88008797e+15 4.18636276e+14 -1.83768549e+15 5.35818653e+14\n", - " -4.21312888e+14 -2.62253559e+15 -1.10876130e+15 8.62308983e+14\n", - " 1.09755202e+15 5.20641321e+14 -1.41712940e+15 1.86131552e+15\n", - " 4.33414023e+15 2.22375983e+15 -1.04556212e+15 -2.76133599e+15\n", - " -6.00585525e+14 -1.48840287e+14 1.27115438e+15 -3.03969696e+15\n", - " -1.30091267e+15 -1.14593521e+15 2.40226119e+15 -2.59377541e+12\n", - " -2.29281196e+15 -6.38229566e+15 -2.26973170e+15 -2.03309281e+15\n", - " -7.02129931e+14 -1.74105869e+15 -2.28003544e+15 -6.18803395e+14\n", - " 2.83235573e+15 -3.38237072e+14 2.41860060e+15 -1.58428754e+15\n", - " 1.09519475e+15 -9.72532406e+14 -1.09367022e+15 3.05060595e+14\n", - " 8.64935027e+14 -1.19442014e+15 2.19029886e+14 2.88628836e+14\n", - " 2.36864595e+14 1.40396366e+15 4.82791105e+13]\n", - "Found 3612 total galaxies in catalog for cluster 16657\n", - "[-2.17725923e+15 -1.16750706e+15 -2.85590454e+15 ... 2.26005148e+13\n", - " -4.92417004e+14 -5.60669353e+14]\n", - "Found 2732 total galaxies in catalog for cluster 13039\n", - "[-2.90981308e+15 1.87069973e+15 4.10177497e+14 ... 6.89724844e+14\n", - " 7.90522998e+14 9.40524713e+14]\n", - "Found 2714 total galaxies in catalog for cluster 15382\n", - "[ 1.47818379e+15 -2.41636882e+15 -2.46170016e+15 ... 4.42426728e+14\n", - " 2.08263868e+13 -3.23203672e+14]\n", - "Found 1343 total galaxies in catalog for cluster 17011\n", - "[-1.25403142e+15 -2.08500662e+15 -2.31812709e+15 ... -1.91565487e+14\n", - " -1.58434640e+14 5.22007185e+14]\n", - "Found 6019 total galaxies in catalog for cluster 8523\n", - "[ 3.51938929e+15 6.43269036e+14 1.11640860e+15 ... 5.61544289e+14\n", - " 2.04873661e+14 -3.01420189e+14]\n", - "Found 1038 total galaxies in catalog for cluster 11300\n", - "[ 3.04645753e+15 2.05269775e+15 -2.99115596e+15 ... 1.50529574e+15\n", - " -5.61595715e+14 -1.26378865e+13]\n", - "Found 6292 total galaxies in catalog for cluster 17462\n", - "[-2.17195034e+15 -1.86146695e+15 3.90145855e+14 ... 3.71105397e+14\n", - " -2.40313755e+13 2.87933609e+14]\n", - "Found 1520 total galaxies in catalog for cluster 13025\n", - "[-1.45825817e+15 -2.49161191e+15 -1.22299287e+15 ... -4.10609107e+14\n", - " 1.27612757e+14 -6.56920107e+14]\n", - "Found 2090 total galaxies in catalog for cluster 21385\n", - "[ 7.98406172e+15 -3.94685504e+14 3.00031821e+14 ... -7.85945086e+14\n", - " 5.94093371e+14 -2.66124074e+14]\n", - "Found 2591 total galaxies in catalog for cluster 20888\n", - "[ 2.78334585e+15 -4.60573483e+13 -7.01669475e+14 ... -8.55590134e+14\n", - " 1.95762544e+14 1.59128639e+14]\n", - "Found 3139 total galaxies in catalog for cluster 21815\n", - "[ 5.58671252e+14 -1.74314505e+14 8.05977964e+14 ... -2.74973235e+14\n", - " 2.86697717e+14 4.16313103e+14]\n", - "Found 528 total galaxies in catalog for cluster 7594\n", - "[ 7.74739874e+14 4.69310523e+15 -4.46591269e+14 -3.92152082e+14\n", - " -9.94229644e+14 5.68597985e+14 -2.33601669e+15 2.38158082e+15\n", - " -5.55395001e+14 6.62833908e+15 1.87767147e+15 -1.02094730e+15\n", - " 5.09409818e+14 7.10102530e+14 9.51740440e+15 6.14358899e+15\n", - " 8.88028646e+13 -2.86540046e+15 2.76999337e+15 4.02714766e+14\n", - " 1.42272368e+15 -9.81711677e+14 4.78856947e+14 -8.48664890e+14\n", - " -8.85464888e+14 -1.00906063e+15 1.64428023e+15 5.36817367e+14\n", - " 6.98372551e+13 7.94654154e+14 -2.45006496e+15 -7.75117563e+15\n", - " 2.40993981e+15 3.32673662e+15 -2.24435293e+15 -2.84799187e+14\n", - " -2.72402421e+15 -1.21492158e+15 -2.29131307e+15 3.04040815e+15\n", - " 1.23560045e+15 -6.71476303e+14 4.50834714e+14 3.38756283e+15\n", - " -5.57864060e+15 -2.40306288e+15 -1.21316620e+15 -4.89626453e+15\n", - " 6.17904106e+14 1.43242045e+14 3.04908589e+15 2.49681424e+15\n", - " -1.97960406e+15 -4.16861089e+15 -5.06622049e+15 -4.92800027e+14\n", - " 6.91154321e+14 7.84977661e+14 -1.28530522e+15 -4.15714135e+15\n", - " -6.30133311e+14 -7.03778586e+14 -5.69077414e+15 3.23799208e+15\n", - " -2.89213589e+15 -5.50135326e+15 1.03727594e+16 -6.35134436e+15\n", - " 3.27212973e+13 -3.55058867e+14 5.15288717e+14 2.16339725e+15\n", - " 1.97873232e+14 6.41115797e+14 6.81109662e+15 8.00147625e+13\n", - " -1.46184369e+15 -1.02972814e+15 -2.64462610e+15 -3.70229583e+14\n", - " -3.08658586e+15 6.29809557e+15 -3.06974389e+14 -2.32168509e+15\n", - " -2.53885751e+15 2.25444238e+15 7.17597763e+15 -3.55150080e+15\n", - " 1.21761685e+14 -3.70194588e+15 -9.56246057e+14 3.24226091e+15\n", - " 3.21117674e+15 3.49164200e+15 4.41064517e+14 -1.97813408e+15\n", - " -3.50098016e+15 8.73432442e+14 -5.30080298e+15 5.39951905e+15\n", - " 2.38805857e+15 1.63450264e+15 -9.50372311e+14 3.40572943e+14\n", - " -3.77431017e+15 -1.69732197e+14 -8.41495916e+13 1.89866094e+15\n", - " -3.09934692e+15 1.44732330e+15 -4.67371046e+15 8.25601976e+14\n", - " -1.60202989e+15 -1.90796909e+15 2.27924885e+15 -2.65385572e+15\n", - " 2.10742480e+15 -7.71816630e+14 7.98760160e+14 2.14339532e+15\n", - " 2.53185116e+15 -8.59793603e+14 -2.03235494e+15 8.44304232e+14\n", - " 1.15582919e+15 -4.98922957e+15 5.41521091e+15 -1.36474247e+15\n", - " 1.96905574e+15 1.91492502e+15 -2.23810638e+14 1.08302797e+15\n", - " 9.23467189e+14 -6.61020049e+15 -4.11341184e+15 -1.57604619e+13\n", - " -6.89488079e+15 -2.19433144e+14 -9.03720194e+14 4.43231824e+14\n", - " -1.25857628e+15 -2.39388492e+15 -1.40600857e+15 -1.84942641e+15\n", - " 3.49877405e+14 -1.65283434e+15 -1.24546863e+14 -1.43534499e+15\n", - " 6.02464957e+15 -1.42371568e+15 5.65060318e+14 -1.49977105e+15\n", - " -1.62982117e+14 -5.05916295e+14 4.63665727e+15 2.54758049e+15\n", - " 2.84778647e+15 1.68553378e+16 -1.50853773e+15 3.15459958e+15\n", - " -2.30894768e+15 9.32214365e+14 -1.27704793e+15 -2.08418086e+15\n", - " 1.00651130e+14 -3.58064242e+15 2.12135283e+13 5.39882848e+15\n", - " 2.19299140e+15 2.90425293e+14 -1.95279908e+15 1.75892689e+14\n", - " 1.97146151e+15 -1.02402209e+15 -8.16431587e+14 5.26767593e+14\n", - " 3.13394814e+14 -1.84613340e+15 2.07543158e+15 -1.07343037e+14\n", - " -1.76530578e+15 1.56063528e+15 -6.11826203e+15 -4.86123435e+14\n", - " 2.72930140e+14 -5.38353198e+14 -2.57114239e+14 -3.58114631e+15\n", - " 2.34140021e+15 2.39909253e+15 -2.57712418e+15 1.42253355e+15\n", - " 1.18663412e+15 -1.97891937e+14 -1.98035917e+15 6.91948182e+15\n", - " -5.66605779e+14 3.05614001e+14 -3.42613043e+14 3.67875781e+15\n", - " -3.07224488e+15 1.61924614e+15 -9.31138893e+14 1.76899970e+14\n", - " -1.73855686e+15 4.10818165e+14 7.41034810e+15 8.67107215e+14\n", - " 8.14087629e+14 -1.98333039e+15 5.45397443e+14 -1.35501402e+15\n", - " 7.29060390e+14 -2.88231574e+14 -1.26154209e+15 5.99586102e+14\n", - " -5.27566036e+15 -9.10979642e+14 1.45487909e+15 -2.35914881e+14\n", - " -1.16280631e+15 1.05667354e+15 1.84806146e+15 -5.70916540e+14\n", - " -1.72479500e+15 6.23759365e+14 -2.13920707e+15 1.18052147e+14\n", - " 1.08392809e+15 4.72531169e+13 1.39851633e+15 -1.43873629e+15\n", - " 1.93680919e+15 4.97309877e+14 4.70354899e+14 -2.15542972e+14\n", - " -8.47633835e+14 1.24960148e+15 -9.29061122e+14 1.79664482e+15\n", - " 8.92613428e+14 -6.10868181e+13 -1.46486672e+14 -1.96041922e+15\n", - " -2.05452891e+15 2.60270237e+14 6.31633636e+14 -1.60943491e+14\n", - " -1.64643006e+14 2.85391302e+14 8.79683733e+14 -8.51143511e+14\n", - " -1.31588028e+15 1.77188319e+14 -9.94130423e+14 -6.49824155e+14\n", - " 8.74740297e+12 -1.40403637e+15 1.68247899e+15 -2.71262392e+15\n", - " -5.28759993e+15 9.28470268e+14 -2.79027550e+15 -1.47870298e+15\n", - " -3.59833586e+15 1.71078945e+15 1.12100126e+15 1.80890347e+15\n", - " -6.89702276e+14 1.48686563e+15 -1.36927000e+15 8.87207793e+14\n", - " 1.16012171e+15 9.05814522e+14 -2.29723993e+15 -2.73376649e+15\n", - " 1.61270554e+15 -1.13766747e+15 8.92330991e+14 2.57895148e+15\n", - " -3.20178842e+15 1.12997036e+15 -4.04212355e+14 5.16045014e+14\n", - " -1.19691707e+14 4.16578414e+14 1.39813798e+14 -9.83050412e+14\n", - " 2.18928549e+14 3.48729741e+15 1.63308084e+14 1.23140723e+15\n", - " -4.99728181e+14 4.82736018e+13 1.98040197e+15 2.43998062e+14\n", - " 1.84845162e+14 -3.80273113e+14 1.70902163e+15 2.06692744e+15\n", - " 1.71842717e+15 2.04792134e+15 -3.14072923e+14 1.96240622e+15\n", - " -2.04452495e+15 -2.70734466e+14 2.61229938e+15 2.44674023e+14\n", - " -1.20074445e+14 -8.27614186e+14 1.95680662e+15 2.18497201e+15\n", - " -2.02481235e+15 4.53684445e+15 -3.01397939e+15 1.42541678e+15\n", - " -1.33904059e+15 -1.50142540e+15 -6.29320825e+15 3.50479776e+15\n", - " -2.54739395e+14 8.83331542e+14 -2.02626873e+15 1.65651444e+14\n", - " -1.24854472e+15 -1.06610120e+15 -2.34193925e+15 -5.70133314e+14\n", - " 6.81814088e+14 -5.81126302e+15 -1.33654888e+14 -1.69228937e+15\n", - " -5.57504053e+14 2.37925890e+14 -1.12234370e+15 7.64453203e+13\n", - " 6.43654615e+14 -1.46997325e+15 1.82126602e+13 2.20033968e+15\n", - " -9.14866662e+14 2.80849921e+15 1.16491049e+15 1.03440140e+15\n", - " 2.57287226e+14 -1.54120602e+15 -4.35891029e+13 4.02172514e+14\n", - " -8.69097353e+14 -1.85473751e+15 -2.63384228e+15 1.34018116e+15\n", - " 2.99754790e+15 -2.49980463e+14 -2.36785358e+15 7.11122232e+14\n", - " 1.89179528e+15 2.00819134e+15 1.37960440e+14 1.51701568e+15\n", - " -1.92770715e+15 4.10631557e+14 3.46043004e+14 1.69152175e+14\n", - " 3.89419811e+14 1.06695175e+15 1.62679198e+15 -9.73860116e+14\n", - " 1.48862105e+15 -1.39689166e+15 -1.13745263e+15 -2.76090696e+15\n", - " -1.69952623e+15 3.29220361e+14 1.11470510e+14 1.47960391e+15\n", - " 2.57797335e+15 -1.03471201e+15 3.18586314e+15 1.76711847e+15\n", - " -9.37156743e+14 6.91221736e+14 3.08569948e+15 4.08267323e+15\n", - " -1.01311476e+15 -9.55843840e+13 2.28465291e+14 -1.09408693e+15\n", - " -6.17789055e+14 -3.80693629e+15 2.21224140e+15 -7.88212931e+13\n", - " -2.29870571e+15 -4.17648047e+14 3.02734636e+14 3.19516015e+14\n", - " -4.49057184e+14 1.52144297e+15 -1.61268497e+15 -8.94975563e+13\n", - " -1.64288008e+15 1.85463452e+15 1.09298191e+15 1.57385277e+14\n", - " 1.56964556e+14 -5.39989926e+14 1.29529997e+15 -7.75280446e+14\n", - " -1.33996309e+15 3.00617134e+15 -1.09880632e+14 -1.24740596e+14\n", - " 2.04867603e+14 -6.72736369e+14 -1.91203727e+15 3.75932105e+15\n", - " -1.57818626e+15 9.03719798e+14 2.62949035e+15 -3.18833484e+15\n", - " -6.54174775e+14 1.28062858e+15 8.51972752e+13 -2.88063030e+14\n", - " -3.23617697e+15 -2.20739864e+15 -2.59761488e+15 1.23977167e+15\n", - " 3.30726272e+13 2.18688550e+15 -5.59028224e+14 -1.13513318e+15\n", - " 1.01070947e+15 -1.36299594e+15 2.05371549e+15 1.87976236e+15\n", - " 6.73077764e+14 -5.38051338e+14 1.56336662e+15 -1.40951248e+15\n", - " 1.59946062e+13 3.17232151e+14 2.69873810e+15 -5.15273102e+14\n", - " 3.98923456e+14 4.06575020e+14 -2.21291106e+15 -2.75839109e+15\n", - " -1.04597581e+14 1.08455897e+14 4.26979586e+14 3.64787026e+14\n", - " 1.32457652e+15 7.66586686e+14 3.49577310e+14 -3.78517494e+14\n", - " -1.88596104e+15 1.05693307e+15 -3.07066795e+15 -1.14960169e+15\n", - " -3.30035945e+14 -1.38207224e+15 -3.39084275e+14 -2.16488395e+15\n", - " -4.03519552e+14 -1.61110123e+15 -2.78172331e+15 -3.12013306e+14\n", - " -2.49582947e+14 -3.11931462e+15 6.67531650e+14 -5.49742701e+14\n", - " -1.86700356e+15 -3.54010107e+15 1.19131818e+15 -3.78285119e+15\n", - " -3.06954498e+14 -1.12644013e+15 2.20028694e+14 -9.34143731e+14\n", - " 2.01167723e+15 3.94225137e+14 -1.65161378e+15 3.95932330e+14\n", - " 3.96088893e+14 -2.19599165e+14 1.48483445e+15 -4.92253770e+14\n", - " 2.77991418e+14 -2.31998710e+14 4.82810370e+14 -5.84451643e+14\n", - " 1.71807264e+15 -1.16374049e+15 -8.78075249e+14 -8.80850962e+14\n", - " 4.97513285e+14 -1.54342650e+15 7.78581093e+14 2.63250019e+15\n", - " 1.18313869e+14 -3.14614536e+15 2.18879241e+14 4.29510297e+14\n", - " -1.26014827e+15 1.55236884e+15 -1.87732166e+15 -6.13424482e+14\n", - " -5.20354692e+14 -1.15451740e+15 -3.20087954e+14 -9.97652854e+14\n", - " 2.48246413e+14 -5.07914601e+14 -8.09572689e+14 -4.12331024e+14\n", - " 9.11963698e+14 1.36996296e+15 8.67058322e+14 1.59072024e+14\n", - " -3.77858364e+14 -2.43651641e+14 -1.55696539e+15 1.88356894e+14\n", - " -9.40463738e+14 9.70412515e+14 1.34660035e+15 7.40251342e+14]\n", - "Found 363 total galaxies in catalog for cluster 21425\n", - "[ 2.35826638e+14 -4.23888659e+15 -2.17077980e+15 6.96261773e+14\n", - " -5.13287140e+14 -2.08500305e+15 5.36977969e+14 3.13187200e+15\n", - " -5.09342535e+15 -3.44524238e+14 5.49973280e+14 -5.29004319e+14\n", - " -3.05823154e+15 -6.96457207e+15 -9.63965429e+14 -4.19546781e+15\n", - " -5.45046123e+15 1.56967569e+15 -4.02793560e+14 -3.21822285e+15\n", - " 3.30900131e+15 -1.32978447e+14 -5.33224785e+15 -1.11679206e+15\n", - " 1.07469923e+16 -5.15744697e+14 2.10933498e+15 1.48975836e+15\n", - " 9.94760488e+14 -1.45298494e+15 -1.84314602e+15 -1.75899829e+15\n", - " -1.58420655e+14 -4.82307528e+15 -5.15218030e+14 -8.96567470e+14\n", - " 3.45100879e+14 2.12460366e+15 6.03730873e+15 7.09369045e+14\n", - " 4.86160954e+15 -1.31574478e+15 4.70679554e+14 3.28935583e+15\n", - " 2.43672512e+15 -5.24899656e+14 2.53932719e+15 5.48214178e+15\n", - " 4.97168855e+14 -1.62734301e+14 -3.19210224e+15 -1.66520641e+15\n", - " -2.23202656e+14 4.13187046e+15 -5.98912892e+15 3.34219937e+14\n", - " -2.03927874e+15 -6.34561774e+15 3.93694792e+14 1.75420633e+15\n", - " 2.13788778e+15 1.51706783e+15 -1.97345893e+14 5.64066815e+15\n", - " -1.34857520e+15 4.48119812e+15 2.50549606e+15 -5.04741936e+14\n", - " 2.44056819e+15 2.15690618e+15 1.33041089e+15 -5.37471274e+14\n", - " 1.55363907e+15 -4.57032755e+15 -1.63912636e+15 5.22442706e+15\n", - " 9.66642046e+13 -4.62731638e+14 -1.18257929e+15 2.33318846e+15\n", - " -5.83251096e+14 1.92896360e+15 1.00827873e+15 -1.95049000e+15\n", - " 5.70167047e+14 -2.46949753e+15 -1.76645604e+15 1.78270922e+15\n", - " 4.71322090e+13 -3.60224236e+15 2.31496506e+15 2.31377138e+14\n", - " 4.87722467e+13 -1.01147115e+15 4.47035655e+15 -7.86224203e+14\n", - " 1.51115877e+15 -3.12801302e+14 1.40610333e+15 -1.25253101e+14\n", - " 4.13364491e+14 -2.13619844e+14 4.86304092e+14 -2.44997908e+15\n", - " 7.76531188e+14 -1.00137377e+14 1.68964440e+15 5.44419406e+13\n", - " -2.15093950e+15 -7.79757698e+14 4.02460088e+14 -1.41348704e+16\n", - " -2.93329760e+15 1.55577457e+15 -2.49774560e+15 -3.22076536e+14\n", - " 2.62730409e+15 -2.13391273e+14 -1.09015679e+15 7.50478449e+14\n", - " -1.21668350e+15 3.64944090e+15 2.53519278e+15 -2.80506003e+14\n", - " -1.17295707e+15 3.48617160e+15 1.58042044e+15 7.54576992e+14\n", - " 2.14133185e+15 -1.49902078e+15 2.52831126e+14 1.63046200e+15\n", - " 2.50447376e+15 1.61024732e+15 1.35845450e+15 2.83871082e+15\n", - " -2.50348451e+14 -1.17321874e+15 3.10814915e+15 9.93929066e+14\n", - " -1.99932280e+15 -8.69728249e+14 3.48875044e+14 4.01272150e+14\n", - " 1.53927933e+15 7.89141687e+14 1.46024473e+15 5.06010274e+14\n", - " -8.85970917e+14 -1.73067676e+14 3.48522956e+15 -1.57831806e+15\n", - " 6.66471459e+14 -4.30017820e+14 -6.54261078e+14 1.26584293e+15\n", - " 1.74500288e+15 8.50828642e+14 1.40450436e+15 -5.56919213e+14\n", - " -3.87936268e+14 -7.70118072e+14 -3.54502320e+14 1.41881348e+15\n", - " -1.73888305e+15 -1.22502073e+15 2.39991377e+14 7.66780122e+14\n", - " -1.43978114e+15 -3.46383775e+14 6.23482920e+14 -3.10138056e+15\n", - " -7.54843122e+14 1.87260012e+14 -1.56642296e+14 5.51426959e+14\n", - " 7.75010478e+14 1.09845581e+15 -6.48547363e+14 -2.23227844e+15\n", - " 5.11119526e+13 -8.77540484e+14 5.31995804e+15 4.94693502e+14\n", - " 3.26913402e+15 2.07829993e+15 -9.44494390e+14 6.36597029e+14\n", - " -3.10888295e+15 3.66734209e+15 -5.51192250e+14 -4.26979016e+14\n", - " -7.43862223e+14 -1.98117193e+15 -1.49457051e+15 -2.46607516e+15\n", - " -1.46622310e+15 -9.15791926e+14 1.40120393e+15 1.77290233e+15\n", - " 5.22822391e+13 1.18177317e+15 2.06066968e+14 1.93544460e+14\n", - " 1.10084380e+15 -1.22686760e+14 1.11157335e+15 1.69595282e+14\n", - " -4.80157988e+14 5.41317472e+13 -9.80075629e+14 -3.51599032e+14\n", - " 1.02775763e+14 -1.85286153e+15 -1.54898297e+15 -1.83186885e+15\n", - " -4.63967018e+14 -2.45332602e+14 -2.43325344e+15 -2.26763404e+15\n", - " 1.84691717e+15 3.02799402e+15 1.21721018e+15 8.47747480e+14\n", - " 3.53126680e+14 -5.74709576e+14 2.84860783e+15 5.77473675e+14\n", - " 6.94218907e+14 2.55183024e+15 -2.58288028e+14 1.25117538e+15\n", - " 5.41192328e+14 -1.63057021e+15 1.93632951e+15 1.79959215e+15\n", - " -9.81347599e+14 -7.02816649e+14 -1.88601483e+15 -1.36252870e+15\n", - " -1.47445116e+15 8.56819458e+14 3.11771666e+13 1.58939736e+15\n", - " 5.21624463e+14 5.40989980e+15 3.45759606e+14 2.68914281e+15\n", - " 9.58372353e+14 1.14030752e+15 -3.96432579e+14 4.11275103e+15\n", - " 3.34406673e+13 4.52643992e+15 -2.04889133e+15 -1.35330665e+15\n", - " 1.69762731e+15 1.10197976e+15 8.35820311e+14 -1.58432943e+15\n", - " 2.62201105e+15 1.57215181e+15 -5.88475584e+14 -1.64915696e+14\n", - " -1.44754297e+15 9.00655237e+14 -1.65185013e+15 1.71748294e+15\n", - " -4.01656646e+14 7.70261460e+14 3.88793129e+15 8.31976914e+14\n", - " -2.55801395e+15 3.11069218e+15 1.15232562e+15 1.47611616e+15\n", - " -1.65129276e+14 1.63771727e+15 -1.19045239e+15 9.01331874e+13\n", - " -2.58948598e+15 -1.49218728e+15 9.41970833e+14 5.38473991e+14\n", - " 9.05580556e+13 -2.04558729e+15 -6.99218405e+14 1.63933944e+14\n", - " -1.13883225e+15 3.09133669e+15 -3.93805195e+14 -1.12691406e+15\n", - " -2.85699164e+14 -6.51463860e+14 2.41359595e+15 8.74352717e+14\n", - " -9.74625912e+14 -2.66891188e+14 2.83925521e+15 -6.43100101e+14\n", - " -1.85627368e+15 -4.84115225e+14 -2.20869337e+15 -1.51144824e+15\n", - " -2.72380607e+15 2.90669322e+15 -7.97060346e+13 7.18894912e+14\n", - " 4.87003423e+14 1.99907703e+15 1.93475267e+15 1.28089072e+15\n", - " 1.77157860e+15 3.51727769e+14 1.04772730e+15 -1.75705371e+15\n", - " -3.74015761e+14 -3.02571127e+14 4.41173545e+15 9.57602099e+14\n", - " -1.36068167e+15 6.44419471e+14 -8.75994063e+14 -4.07001974e+14\n", - " 2.05001081e+15 3.18532279e+14 2.41883360e+15 3.44598755e+14\n", - " 1.83637702e+13 4.16892159e+14 -6.72039031e+14 -1.02763118e+15\n", - " -2.23185595e+15 1.57637881e+15 -4.96274126e+14 -4.02987857e+14\n", - " -3.99319175e+13 -2.33841441e+14 1.01014340e+14 -6.30023126e+14\n", - " -9.67075569e+14 -1.81478679e+15 -5.64999858e+14 -1.70581301e+14\n", - " 1.25391018e+15 -3.11708604e+14 1.03296601e+15 3.02289323e+15\n", - " -5.70588532e+14 -6.51599493e+14 -1.41748505e+15 4.33130790e+14\n", - " -2.37155754e+15 -6.96141457e+14 1.50695885e+14 1.12601699e+15\n", - " 2.76838125e+14 -2.69529812e+14 1.42498805e+15 4.07203349e+14\n", - " -2.19449665e+14 -1.09715762e+15 -6.42083863e+14]\n", - "Found 7786 total galaxies in catalog for cluster 30553\n", - "[-2.00038808e+15 -1.61432167e+15 -4.27233604e+14 ... 1.23490548e+15\n", - " 5.23307589e+14 -4.09167959e+14]\n", - "Found 1777 total galaxies in catalog for cluster 11651\n", - "[-5.07091138e+14 1.54531258e+15 -4.27403478e+14 ... -4.22919088e+14\n", - " 7.86431363e+14 -3.65456810e+14]\n", - "Found 2526 total galaxies in catalog for cluster 27728\n", - "[ 1.20300936e+15 7.58824966e+14 1.55598455e+15 ... -6.60988443e+14\n", - " -5.18842165e+14 -5.14115941e+14]\n", - "Found 2665 total galaxies in catalog for cluster 30757\n", - "[1.19098068e+15 3.09320332e+14 1.82900278e+15 ... 1.29979633e+12\n", - " 5.18837261e+13 3.16407664e+14]\n", - "Found 5370 total galaxies in catalog for cluster 32634\n", - "[-4.63561677e+14 4.65507674e+14 8.81484145e+14 ... 8.22746549e+14\n", - " -1.12974491e+15 -3.84659016e+14]\n", - "Found 3080 total galaxies in catalog for cluster 33429\n", - "[ 1.29281734e+15 2.68602323e+14 -1.41552024e+15 ... -1.38007526e+15\n", - " 5.42277393e+14 -1.38988568e+14]\n", - "Found 1942 total galaxies in catalog for cluster 15656\n", - "[ 9.75905244e+13 -6.57837207e+14 -8.08925941e+14 ... -7.91254452e+14\n", - " 1.25502312e+15 -5.55726150e+14]\n", - "Found 662 total galaxies in catalog for cluster 29784\n", - "[-8.50512752e+14 -2.29020804e+14 7.76015830e+14 -2.67040069e+15\n", - " 2.45687303e+15 8.47445496e+13 2.61491092e+15 3.91169063e+15\n", - " 1.81528636e+15 -1.97947119e+15 -1.80897464e+15 -1.58805551e+15\n", - " 3.85653393e+15 2.70017475e+13 -8.27354675e+14 1.28854653e+15\n", - " 2.03091673e+15 -2.76585739e+15 3.26146805e+15 1.43247339e+15\n", - " 1.70539434e+14 7.30394772e+14 -4.41764765e+14 -4.62855543e+14\n", - " -1.99540155e+15 2.22333372e+15 5.09725295e+15 1.57862329e+15\n", - " 3.04618225e+15 1.34272299e+15 -1.02564876e+15 -3.14863272e+15\n", - " -2.66096785e+15 4.70144237e+15 -2.95120540e+14 4.93281595e+14\n", - " 3.08458581e+15 -1.94493839e+14 -5.23917599e+15 -2.33240984e+15\n", - " -9.38191192e+14 2.18242921e+15 -2.92176544e+15 3.11048883e+15\n", - " 1.46179708e+15 1.83340712e+15 -6.47379065e+14 -1.38110940e+15\n", - " 2.36694878e+15 6.17819322e+15 -2.99431202e+15 8.06277827e+14\n", - " 8.33472836e+14 3.24603028e+15 2.13955225e+15 -2.68329968e+15\n", - " 9.62494485e+14 3.06418479e+15 3.92719947e+15 -1.03528574e+15\n", - " -3.54521325e+15 -2.80686620e+14 -2.80854024e+15 -2.05790812e+15\n", - " -1.62211695e+14 8.34678300e+14 -1.16005307e+15 -1.40479937e+15\n", - " -5.31280369e+15 -1.42038241e+15 -2.06778150e+15 -2.93450259e+15\n", - " -5.53983686e+15 5.47874501e+13 -1.31373691e+15 2.79181148e+14\n", - " 1.44886641e+15 1.36453637e+15 -7.45200336e+14 2.32533612e+15\n", - " -2.49475076e+14 -3.03545813e+15 -7.05411802e+15 -1.93727075e+15\n", - " -6.22802135e+14 -1.25652087e+15 -3.73663098e+15 -2.03656640e+15\n", - " -1.39114237e+14 6.02747706e+14 -2.70618035e+15 -4.59602722e+14\n", - " 3.28431595e+14 8.45596663e+13 -1.32704836e+15 -3.31782837e+15\n", - " 1.42827214e+15 1.90039911e+15 -3.70510620e+15 -1.03379261e+15\n", - " 1.87033066e+15 -7.49047339e+14 -1.80890103e+15 6.17624072e+14\n", - " 9.53750641e+13 6.31106825e+13 1.58763973e+15 3.19900651e+14\n", - " 1.84081474e+15 -7.06110567e+14 -5.03974574e+13 2.03821509e+15\n", - " 2.14779600e+15 -7.29078490e+15 2.62141557e+15 8.47661435e+14\n", - " -1.81391594e+15 -1.75216191e+14 -2.67518135e+15 -2.75425760e+14\n", - " 9.40503677e+14 -3.02473138e+15 -1.59631865e+15 -4.81683088e+14\n", - " 1.97922159e+15 4.20669232e+14 -5.56450440e+15 3.43953139e+14\n", - " -4.39486741e+14 4.22421995e+15 1.05220831e+15 1.41620536e+15\n", - " -1.77934428e+15 2.39846913e+15 2.31442772e+15 1.06626949e+15\n", - " 1.82730903e+15 -9.00695304e+14 1.28212293e+15 4.95121087e+14\n", - " -2.66897949e+14 -1.04127948e+15 2.62281255e+15 -8.61687561e+14\n", - " -2.86495872e+15 -2.31759147e+15 -9.86208242e+14 -3.95631734e+15\n", - " 1.28686620e+15 1.66402360e+15 1.29740599e+15 -4.36433336e+14\n", - " -1.60701944e+15 9.05240002e+14 5.19649843e+15 4.20916967e+15\n", - " -3.99197045e+15 6.17338923e+15 9.08392926e+14 1.32279092e+15\n", - " 1.72751730e+15 -2.46845481e+15 6.06051637e+14 6.88070750e+14\n", - " -1.18138141e+15 1.76259097e+14 -1.46050598e+15 2.44911050e+15\n", - " -7.74371989e+14 5.26459621e+14 1.27925171e+15 -1.29894408e+14\n", - " 3.15570841e+15 1.71858806e+15 3.13125129e+15 4.82612208e+13\n", - " 4.77852208e+15 3.79951528e+15 -1.70768772e+15 1.81669920e+15\n", - " 2.53547580e+15 -9.45336982e+13 1.38752565e+15 1.66822297e+14\n", - " 4.02556130e+14 -1.20013575e+15 2.49249256e+15 1.72903224e+15\n", - " -1.90559218e+14 -6.98829883e+14 2.93279644e+15 -1.27189098e+15\n", - " 1.18575191e+14 -7.47312386e+14 -7.22970318e+14 -4.87468622e+14\n", - " -2.60005271e+14 7.00965838e+14 6.45734322e+14 9.89822235e+14\n", - " 1.40595260e+15 -1.38009719e+15 4.20071518e+14 1.12355417e+15\n", - " -1.39907566e+14 -2.02440182e+15 -2.18293216e+15 1.70111130e+15\n", - " -2.98598925e+15 2.09496401e+15 -5.73894506e+14 -1.27944389e+15\n", - " -2.48875856e+15 -6.30436414e+14 -1.31438513e+15 -1.53064297e+15\n", - " -7.69574146e+14 7.61146169e+14 2.09948906e+14 -5.55957401e+15\n", - " -1.67119692e+15 2.69557128e+15 9.68268173e+14 1.84928838e+15\n", - " 9.29494622e+14 -4.32714295e+15 -1.45777059e+15 1.62930061e+15\n", - " -1.24487150e+15 -1.02970750e+15 -1.16358676e+15 -1.90796800e+15\n", - " 1.02473533e+15 2.36717445e+15 5.97641179e+14 -1.41080037e+15\n", - " 1.83656417e+15 2.11792596e+12 1.97004654e+15 1.81058421e+15\n", - " 4.88923503e+14 -1.25454453e+15 6.90373100e+14 1.19762345e+15\n", - " 9.77882219e+14 7.88826958e+14 7.07819476e+14 1.04617733e+15\n", - " -1.98358504e+15 -2.46698422e+15 1.85196222e+15 2.78599413e+15\n", - " -1.06751790e+15 8.93728197e+14 8.23931108e+14 7.83680059e+14\n", - " -1.60629860e+15 3.73465464e+15 2.94408802e+14 -2.54737692e+14\n", - " -2.37839339e+13 -2.29594248e+14 5.04111956e+14 5.28755853e+14\n", - " -2.38183128e+14 -6.29349915e+14 1.02437572e+15 -1.21155793e+15\n", - " 1.12721376e+15 8.12964284e+14 -3.52657034e+14 1.38292929e+15\n", - " -6.84705224e+14 2.30255424e+15 6.45768489e+14 -1.56766198e+15\n", - " 1.77575822e+15 -1.13524614e+15 2.20797990e+15 -7.10061241e+15\n", - " -1.89144189e+14 5.65846764e+14 -1.42391157e+15 -1.91783697e+15\n", - " -8.73653143e+14 -2.18305842e+15 2.93255789e+14 -1.21240270e+15\n", - " 3.53721501e+15 -2.80792461e+15 -8.48046757e+14 -2.12046888e+14\n", - " 1.18914314e+15 1.85980148e+15 3.34864358e+14 -6.94985927e+14\n", - " 2.14587378e+15 3.03612197e+13 5.52300569e+14 1.67922218e+15\n", - " -1.91078661e+14 2.33927357e+14 -2.58040508e+14 -1.20515782e+15\n", - " -8.53153693e+14 -3.64737552e+14 -1.37128076e+15 1.13272716e+15\n", - " -9.01464043e+14 2.09662682e+15 3.62352531e+15 9.91556675e+14\n", - " -2.59129614e+15 -4.97937840e+14 1.59426632e+14 3.15769478e+15\n", - " -6.38383406e+14 -7.70087339e+14 -6.18007335e+14 2.59466617e+14\n", - " -2.12238605e+15 -2.28321419e+14 -4.19911807e+15 -1.84735352e+15\n", - " 1.13104956e+15 -3.94717690e+14 -9.67687072e+14 -2.35843950e+15\n", - " 1.22083294e+15 -7.59398312e+14 -2.93637688e+14 -4.42563304e+14\n", - " 1.03938629e+15 8.88822058e+14 -6.83513889e+14 1.37786560e+15\n", - " -1.91648254e+15 8.76167296e+14 8.37963613e+14 1.17074876e+14\n", - " -1.04663561e+15 -5.59783703e+15 -1.11815631e+15 8.63844479e+14\n", - " -1.80009715e+15 -1.44428631e+14 -1.04089868e+15 -7.29433304e+14\n", - " -2.27319071e+14 9.92078350e+14 -6.36264446e+14 1.58602614e+14\n", - " -1.61909078e+15 -5.55958994e+15 6.99482173e+14 -6.44992461e+14\n", - " -3.95810094e+15 -1.46544651e+15 -1.09937652e+15 -4.42773975e+13\n", - " 5.66875090e+14 1.17549582e+15 7.95977918e+14 -3.22872539e+15\n", - " 3.81807744e+14 -1.74314660e+15 2.65108653e+15 3.83046840e+14\n", - " -8.98318916e+13 6.29920545e+14 3.93845755e+14 1.40628652e+15\n", - " 6.13071630e+15 2.77326700e+15 2.77825629e+15 1.95443936e+14\n", - " 1.38550127e+15 1.47308534e+15 1.52060174e+15 -3.10960587e+14\n", - " 9.74342528e+14 1.86325147e+15 -5.33388855e+14 -3.33133863e+14\n", - " 4.63926668e+14 7.45359338e+13 5.33093988e+14 -8.34570528e+14\n", - " -8.30241839e+14 2.55894571e+14 -1.79918638e+15 -1.03172387e+15\n", - " -1.54065964e+14 -1.54103875e+15 -2.77202641e+14 -1.22680645e+15\n", - " -2.03862260e+15 -3.99606205e+14 4.56632057e+14 8.67114638e+14\n", - " 5.29299845e+14 -4.84472117e+14 6.02239328e+14 2.07627615e+14\n", - " 6.01729354e+14 -1.04808304e+15 -2.98478447e+14 1.75062947e+15\n", - " 4.39124900e+15 8.10956526e+14 8.53300977e+14 -1.29265754e+14\n", - " -1.22490755e+15 -1.02621233e+14 -5.81440889e+14 2.73186228e+15\n", - " -4.12438217e+15 -1.90786070e+15 9.63368022e+14 4.20810367e+14\n", - " -1.15339567e+15 6.92341881e+14 7.51499119e+14 5.92175980e+13\n", - " 6.73335715e+14 -1.47205960e+15 2.36487650e+15 -3.71116632e+14\n", - " -5.33431138e+14 -3.16200031e+14 -1.86490785e+15 2.43050630e+15\n", - " -1.16080021e+15 2.78372867e+15 7.29518562e+14 -1.37568295e+15\n", - " -1.21212391e+15 -4.00061489e+14 -1.39312128e+15 1.06744422e+15\n", - " -1.30612994e+15 7.94662662e+14 -6.06103072e+14 7.63855888e+14\n", - " 1.09707378e+14 -3.85653481e+15 -5.41164371e+14 -2.68187380e+15\n", - " -4.00978216e+14 -1.96385596e+13 5.56374382e+14 -1.53809491e+15\n", - " 1.04211460e+14 -2.04151167e+15 2.57386022e+14 -4.92943811e+14\n", - " 6.80959377e+14 -5.60393034e+14 1.44691536e+15 7.14342988e+14\n", - " 5.12228725e+14 -3.21577546e+15 1.94467141e+14 5.29259545e+14\n", - " -1.62421865e+15 -1.61446613e+15 -5.19337895e+14 -6.92101995e+14\n", - " -9.84680931e+14 -4.85935752e+13 3.11425956e+13 1.02607471e+15\n", - " 1.67188091e+15 9.01354137e+14 1.69329095e+13 -6.47897505e+13\n", - " -1.43702681e+15 9.01023114e+14 3.97017539e+15 9.65344442e+14\n", - " -3.35467796e+15 -2.85488114e+15 1.57655823e+15 9.08599692e+14\n", - " 1.83236577e+15 -4.36064257e+14 -5.37605659e+14 2.05768369e+15\n", - " -2.01295931e+15 1.59442412e+15 3.55552996e+14 1.17297245e+15\n", - " -9.72223881e+14 -5.20472176e+14 -2.50762935e+15 -1.27277189e+14\n", - " 1.79005542e+15 -3.16343635e+15 -2.65515123e+14 -1.58361388e+15\n", - " 4.30726871e+14 3.41098074e+14 -1.67766076e+15 -6.13072805e+14\n", - " 1.98267002e+15 3.66925999e+14 6.77622264e+13 -3.00884885e+14\n", - " 1.12303546e+15 4.85681339e+14 2.81480293e+15 2.46732872e+14\n", - " -2.09702872e+15 -9.69882272e+14 9.15260215e+13 -2.98125070e+14\n", - " -3.14478989e+15 -1.24617709e+15 -1.19435882e+13 2.74350724e+15\n", - " -1.65782467e+15 -1.45236408e+15 -1.34361822e+15 -1.64101503e+15\n", - " 1.68524112e+15 7.54077330e+14 -1.00798608e+15 1.08669821e+14\n", - " 5.96010883e+14 1.05463896e+15 1.09989053e+15 -2.39900471e+15\n", - " 1.51047325e+15 -2.65678392e+15 2.94962411e+14 4.53575336e+14\n", - " 1.31542558e+15 -1.75564169e+15 1.53450018e+15 3.81587631e+14\n", - " -1.76721912e+15 3.41692723e+14 2.27316348e+15 2.44071830e+15\n", - " 7.99112183e+14 -9.05356302e+14 8.79366830e+14 1.17790091e+15\n", - " -2.62490865e+14 -2.23916098e+15 7.20077376e+14 -2.32285041e+15\n", - " -7.51256970e+14 9.15628250e+14 -5.61717969e+14 -3.47150614e+14\n", - " 1.17770015e+15 1.21339059e+14 -1.83825490e+15 -3.98446634e+14\n", - " -3.94066142e+14 4.55836339e+14 -5.32424911e+14 -3.47765670e+15\n", - " -3.35025625e+13 2.54067028e+15 1.05467149e+15 -2.55367194e+15\n", - " -7.57102818e+14 3.80395531e+14 2.78215767e+13 -8.58930356e+14\n", - " -2.48192760e+14 5.11486438e+14 -9.30191835e+14 1.64740723e+14\n", - " -2.19347557e+14 1.50023922e+15 8.74951846e+14 -1.05696865e+15\n", - " 1.73007094e+15 -2.08612301e+14 2.25761681e+15 -4.06771744e+14\n", - " 6.57212084e+14 -9.23208835e+14 -1.06091338e+15 1.14228905e+15\n", - " -1.59986462e+15 4.08258823e+14 3.29265574e+15 8.66688911e+14\n", - " -2.19653043e+15 -7.13892817e+14 -1.56864462e+15 7.12242861e+14\n", - " 4.26527259e+14 1.17931383e+15 -6.53140991e+13 -1.82239744e+14\n", - " 1.53275667e+14 -2.49549124e+13 -4.63217341e+14 1.63463547e+15\n", - " -2.87296277e+14 5.42365718e+14 2.83014491e+14 -7.99552553e+14\n", - " 9.07901033e+14 -1.58912427e+15 3.32480089e+14 1.64538614e+15\n", - " 1.71498541e+15 6.74061940e+14 -9.39035935e+14 -1.87748192e+14\n", - " -2.63895140e+14 8.71708544e+14 1.77881758e+14 1.19920376e+15\n", - " -4.27257319e+14 -8.18762137e+14 1.31489324e+14 2.36242051e+14\n", - " -1.90983882e+13 -7.49211556e+14 2.70481878e+15 -1.42821721e+14\n", - " -6.30138602e+14 -1.13860613e+15 1.98427517e+15 1.27806746e+15\n", - " 6.09035169e+14 -9.28328079e+14 -7.62158056e+13 -7.37199587e+12\n", - " 7.92389463e+14 -4.98954075e+14 8.56232497e+14 4.03736149e+14\n", - " 4.70541739e+14 -5.46980410e+14 -1.06258224e+15 1.11084119e+15\n", - " 1.76051289e+14 8.15891264e+13 2.05121412e+14 -1.99232117e+15\n", - " -1.47954708e+15 -1.18599281e+15 4.52577591e+14 2.75535583e+14\n", - " -2.22478581e+14 -5.43565293e+14 4.47891853e+14 1.00218191e+15\n", - " 1.16159555e+15 -1.13911713e+14 6.35281077e+14 3.60183290e+14\n", - " 7.91043363e+14 -8.82339697e+14]\n", - "Found 1912 total galaxies in catalog for cluster 22630\n", - "[-5.91176269e+14 -1.11716751e+15 3.12038296e+15 ... -1.87750310e+15\n", - " -3.08836601e+14 -1.30095451e+14]\n", - "Found 942 total galaxies in catalog for cluster 17777\n", - "[-1.98072402e+15 -7.36460273e+13 8.82990760e+14 -2.22119563e+15\n", - " -3.30053367e+15 -1.55939047e+15 6.50048087e+14 -4.36850875e+15\n", - " 3.89918132e+15 -7.84338304e+14 -7.06539384e+14 5.02631975e+14\n", - " 1.46766485e+15 1.07445510e+15 -1.42627855e+15 -5.78211816e+15\n", - " -1.88993248e+14 -1.48187733e+15 9.58664860e+14 5.95374840e+14\n", - " -2.57472364e+15 1.83478092e+15 1.22654058e+15 -2.31659825e+15\n", - " 2.98323583e+15 1.69219885e+15 9.29484423e+14 1.33037952e+15\n", - " 1.15680280e+15 -2.94807020e+14 -1.93582814e+15 5.10403187e+15\n", - " -2.73042393e+15 -2.44092987e+14 5.39226750e+14 3.99715740e+14\n", - " -2.74995834e+15 1.40129277e+15 -3.25628660e+14 -9.19731781e+14\n", - " 9.96370777e+14 -4.18263382e+13 1.19873516e+15 -8.90609309e+13\n", - " 1.33779971e+15 -5.84208536e+15 -2.39549095e+15 1.82190923e+15\n", - " 9.18113006e+14 1.69431747e+15 -1.36321448e+15 1.90171649e+14\n", - " 2.98210483e+15 -2.20420926e+15 1.11569580e+15 2.44276146e+15\n", - " 2.01581514e+15 4.17110047e+15 -1.49342066e+14 4.05252915e+15\n", - " -3.98176828e+15 2.41164168e+15 -1.75065315e+15 1.16596601e+15\n", - " 6.34532099e+13 -1.93701947e+15 3.99323819e+15 -2.38509612e+15\n", - " -4.57655274e+14 -1.64511841e+15 -1.24972846e+15 6.51299798e+14\n", - " 1.60904442e+15 4.38263174e+15 1.19863660e+15 -2.93715614e+15\n", - " -3.47300983e+14 2.49410066e+15 2.32424446e+15 -6.23438206e+14\n", - " 3.13448956e+14 1.12297986e+15 -2.54426670e+15 9.55469731e+14\n", - " 2.51980984e+15 -2.90723013e+15 -1.32117140e+15 2.73345029e+15\n", - " -2.95289637e+14 -1.63053664e+15 -3.59540737e+14 -1.11121821e+15\n", - " -3.27686953e+15 -1.77905690e+15 -1.45477675e+14 -1.17614369e+15\n", - " 2.25897726e+15 4.34247188e+14 -3.22671777e+14 -8.49433628e+14\n", - " -3.67859539e+15 -4.70709405e+15 -2.94280704e+14 -1.54994630e+15\n", - " -2.03151199e+13 1.32156731e+15 5.05577177e+13 4.21433539e+13\n", - " -9.26865430e+14 1.61359658e+15 6.89366207e+14 1.21006802e+15\n", - " -6.29126909e+14 -1.71702450e+12 -2.08551326e+15 3.62040680e+15\n", - " 1.98441310e+15 2.40495944e+15 1.71222257e+15 -6.74271605e+14\n", - " -2.91720485e+14 5.30368355e+14 1.55199110e+15 -9.95715671e+14\n", - " -6.86429275e+14 -3.97338504e+14 5.31113950e+14 4.06108102e+15\n", - " -2.70709706e+15 3.43774586e+15 -2.59566194e+15 -5.33288375e+14\n", - " -4.69241416e+14 -7.56760790e+14 -1.67462340e+14 7.45000597e+14\n", - " -1.44033965e+15 -5.45614422e+14 1.16212438e+15 2.31108101e+15\n", - " 2.32801228e+15 1.43011498e+15 7.14814814e+14 -1.78173628e+15\n", - " 8.99903556e+14 -7.34525013e+14 3.77375163e+14 -3.00424547e+15\n", - " -2.70546511e+15 -9.03896748e+14 4.01239361e+14 1.81809383e+15\n", - " 2.57803230e+15 3.83409851e+14 -1.03084019e+14 -5.57051107e+14\n", - " -4.22033505e+14 3.19715572e+15 -1.36845480e+15 1.03500730e+15\n", - " -9.79584913e+14 5.54917646e+15 -1.10688109e+14 4.78035252e+14\n", - " 1.44376730e+15 -3.14098074e+15 -1.15161736e+15 -8.21358450e+14\n", - " -1.12463282e+15 2.97286717e+15 -1.70903375e+15 -2.64024263e+15\n", - " 4.70479080e+14 1.32773830e+15 3.93449625e+15 -8.26174318e+14\n", - " 1.50458885e+15 7.40029410e+12 -1.14605239e+15 -3.14356896e+15\n", - " -1.93500856e+15 -2.98393415e+15 -5.92045094e+14 1.01624543e+15\n", - " -1.18447088e+15 2.77852307e+15 -3.96466496e+14 1.92763364e+15\n", - " 9.44844405e+14 -2.32543348e+14 -7.38707497e+13 2.03587232e+15\n", - " 4.30601368e+14 9.80884339e+14 -1.96661640e+14 1.44713233e+15\n", - " -4.39573581e+14 2.72642166e+15 1.21521040e+15 -4.74290512e+14\n", - " -1.01734720e+15 1.02047323e+15 -1.35631210e+15 3.67443175e+15\n", - " -9.07291877e+14 1.07148112e+15 -8.07306865e+13 2.28652193e+15\n", - " 1.79760168e+15 2.79876364e+13 -1.10551003e+15 -2.31877916e+15\n", - " -8.86119827e+14 2.18625367e+15 -1.54322498e+15 2.28321887e+15\n", - " 5.21119326e+14 2.75841315e+14 -3.04946875e+15 7.94724910e+14\n", - " -9.69045902e+14 1.46892938e+15 8.87060070e+14 -4.10750608e+14\n", - " -3.35856018e+14 -6.14049900e+14 -1.33344703e+15 -2.57544779e+15\n", - " -2.01489507e+14 1.12218897e+15 4.22072723e+15 -4.29951142e+13\n", - " 4.29011451e+14 2.37688530e+15 2.74673033e+15 1.82393798e+15\n", - " -1.39351046e+15 2.96665294e+14 1.00389687e+15 2.18270665e+14\n", - " -8.27476990e+14 -1.06031887e+15 -7.85043153e+14 3.10623830e+15\n", - " 5.56655537e+14 2.91206532e+14 2.89993201e+14 2.42511907e+15\n", - " 1.86344633e+15 1.27149808e+15 -3.40253136e+15 -1.77951365e+15\n", - " 1.33434448e+15 -9.81003076e+14 -9.38986862e+14 -1.50142962e+15\n", - " 3.58742055e+14 1.21637989e+15 1.45486891e+15 -2.10404127e+15\n", - " 6.92134554e+14 -2.52384000e+15 1.89946426e+15 2.09148655e+14\n", - " 4.45070028e+14 -8.99774505e+14 4.05204483e+14 7.49958957e+14\n", - " -6.37296731e+14 -3.71759188e+14 3.73971940e+14 2.65285061e+15\n", - " -4.48632601e+14 -1.43627264e+15 -1.10274654e+14 9.05560126e+14\n", - " -5.76598668e+14 -8.08394723e+14 -2.54045061e+15 -2.23331816e+15\n", - " -1.85976112e+15 -2.43381305e+14 -1.05619757e+15 -3.21741843e+14\n", - " 8.40549542e+14 -1.29386026e+15 1.28587298e+15 7.67155607e+14\n", - " 1.27469382e+15 1.45039772e+14 -2.79504977e+15 6.67136395e+14\n", - " 2.92795909e+14 -5.39910826e+13 2.08634660e+15 -1.31253686e+15\n", - " -7.35376561e+14 -9.30274823e+14 -6.05604690e+14 -1.98844461e+15\n", - " -2.71054654e+15 5.45485929e+14 -6.70517749e+14 1.76065868e+15\n", - " 1.87884743e+14 1.57936925e+15 3.90240462e+15 2.46709024e+15\n", - " 2.79798928e+15 1.69612311e+15 -8.57373795e+13 1.23614812e+15\n", - " 6.09812679e+13 4.41954360e+14 -2.32184955e+15 1.89392441e+15\n", - " -1.88775882e+15 1.14474536e+15 1.37477277e+15 -6.74519049e+14\n", - " 5.80612636e+14 1.74932217e+15 3.16139667e+15 5.71677461e+14\n", - " 1.77497903e+15 -9.33686338e+13 7.24085218e+14 6.81854293e+14\n", - " -1.03214096e+15 -2.31259956e+15 -6.61511640e+14 -3.30278540e+15\n", - " 9.79968111e+14 2.05804153e+15 -1.76122059e+15 8.91459459e+14\n", - " 2.15981584e+15 1.01159474e+15 2.36739665e+15 -1.39270101e+15\n", - " 1.85514443e+14 -1.44333582e+15 -2.49214240e+15 4.74903829e+14\n", - " -9.71062212e+14 -5.05995536e+14 7.83899438e+14 -3.37078810e+15\n", - " -1.48931984e+15 2.01081475e+15 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-1.13072371e+14\n", - " -2.14736781e+15 -8.07478481e+14 2.18371128e+15 -1.62588901e+15\n", - " 1.76047210e+15 4.41695382e+14 -5.57792494e+13 -3.43544880e+15\n", - " -1.70490110e+15 -6.57063413e+15 -4.07326258e+13 1.05278784e+15\n", - " 1.81083899e+15 -1.43367629e+15 5.34664780e+14 1.64063453e+12\n", - " 1.77879799e+15 -4.36304704e+14 -8.78100875e+14 2.00007404e+14\n", - " -1.43859049e+15 5.89494224e+14 -1.14840368e+15 -1.38707596e+15\n", - " -5.98558551e+14 2.56913451e+15 -2.39985763e+14 -2.31969917e+15\n", - " -1.56375489e+15 6.58355928e+14 -2.74113535e+15 -1.25800765e+15\n", - " 2.03326925e+15 -2.87051112e+14 -1.78145056e+14 8.48208051e+14\n", - " -8.02034360e+14 -6.47397948e+14 -1.55872171e+15 4.12198953e+14\n", - " -1.27963301e+15 -1.34417638e+15 1.08289388e+15 -3.48893933e+14\n", - " 5.21370034e+14 4.78711219e+14 -5.14349388e+14 -4.17128895e+14\n", - " 1.47992850e+15 -1.54275908e+15 1.77066124e+15 1.30367022e+15\n", - " 2.97309575e+14 1.24802990e+15 1.74384519e+15 3.26891618e+13\n", - " -1.00642562e+15 1.38535100e+15 1.92643956e+14 6.69303948e+13\n", - " -3.25169435e+14 4.15222413e+14 -1.68366687e+15 3.83315277e+14\n", - " -9.90339882e+14 -1.98599479e+13 1.74726498e+15 1.14805470e+15\n", - " -8.10160448e+14 -1.04280222e+15 4.60468967e+14 -1.55349528e+15\n", - " 1.20496995e+14 1.66589463e+15 2.94973934e+15 3.71269331e+15\n", - " 3.43565169e+14 1.53751581e+14 7.59949191e+14 2.00937648e+15\n", - " -2.52968761e+14 5.00410336e+14 1.50132616e+15 -1.25236417e+15\n", - " -5.40310927e+14 4.18356199e+14 -1.44785806e+15 -4.83174605e+14\n", - " -4.13896531e+14 -9.33562433e+14 5.49045222e+14 -1.20305258e+14\n", - " -1.39965110e+15 -5.99804175e+14 -1.16298291e+15 1.04000687e+15\n", - " -7.07604113e+14 1.84639076e+15 2.54646614e+14 -1.68946666e+15\n", - " -1.00010945e+15 -3.52911624e+15 -3.54039651e+14 -3.90474050e+15\n", - " 4.54010159e+14 -8.29421399e+14 7.19226089e+14 -2.03961675e+15\n", - " -1.54827789e+15 -1.61450109e+15 -8.25463517e+14 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-4.43128385e+14 2.50029561e+15 1.90141156e+14\n", - " -1.88034391e+14 1.23527305e+15 1.62318159e+15 -7.70245389e+14\n", - " -3.36669715e+14 -1.55408581e+15 -9.20215752e+14 1.59996865e+14\n", - " -5.10247428e+14 8.48227990e+14 -1.67837567e+15 -9.51171628e+14\n", - " 2.47541443e+14 3.21293136e+13 -1.41948478e+14 1.38818422e+15\n", - " -1.68628918e+15 1.21140968e+15 -1.85540299e+14 -1.44556079e+14\n", - " -1.70144562e+15 9.09759488e+14 1.16973115e+15 -1.82255690e+14\n", - " -4.87382873e+14 9.62770092e+14 -2.85112525e+13 1.05568070e+15\n", - " 8.45300853e+14 1.81125914e+15 9.89216000e+14 7.65070075e+14\n", - " 2.50062738e+15 7.54628572e+12 -2.14028614e+15 -2.08155041e+15\n", - " -5.22858476e+14 4.52695424e+13 -7.99909566e+14 -1.06904586e+15\n", - " -1.67129762e+15 9.89897870e+14 -1.21223246e+15 5.80496712e+14\n", - " -1.36727093e+15 2.09829028e+14 -8.86560453e+14 3.87127920e+14\n", - " 1.65193464e+15 1.36958070e+15 -7.84483416e+14 2.06591699e+14\n", - " 1.94160457e+14 -1.88364065e+15 -1.06278785e+15 -1.15665774e+13\n", - " 2.73910099e+15 -6.81174815e+14 -6.93189962e+14 -4.44835747e+14\n", - " -5.36626621e+14 1.82130226e+15 2.51492793e+14 1.51437748e+15\n", - " 4.82043593e+14 9.14186679e+14 1.29600187e+15 6.86161090e+14\n", - " -2.32386518e+15 -1.98670292e+14 6.94126102e+14 4.87153704e+14\n", - " 1.31555113e+15 2.58059295e+15 -2.65311917e+14 3.11660374e+14\n", - " 4.46012936e+14 -3.99922608e+14 4.20339158e+14 4.11977482e+12\n", - " 5.09009664e+14 5.91344749e+14 -5.80173775e+15 1.13407604e+15\n", - " 1.25019431e+15 -4.51020814e+14 -1.17520023e+14 -7.25919049e+14\n", - " 9.65869873e+14 -9.33708560e+13 -1.14283839e+15 -8.80869085e+14\n", - " -8.99712488e+14 -6.94447694e+14 -2.20681132e+14 1.70842215e+14\n", - " -7.21541116e+14 2.00471114e+14 1.81087276e+15 -2.20215138e+15\n", - " 1.59761959e+14 -1.39787219e+15 -5.98719239e+14 1.04708440e+15\n", - " 1.47712665e+15 -5.45060302e+14 -2.81804946e+15 -1.32872234e+15\n", - " -2.71963375e+14 -6.98163438e+13 -1.06802778e+15 -3.75341526e+14\n", - " -1.05608675e+15 -4.80222781e+14 -4.13210237e+14 -6.90626571e+14\n", - " -2.04345680e+15 2.31679373e+15 6.04810264e+14 6.30144947e+14\n", - " 2.40928147e+14 -4.89887661e+13 7.94579594e+14 4.99101679e+14\n", - " 2.62776694e+15 -1.82260975e+15 2.58843913e+14 -1.03806316e+15\n", - " 4.88557365e+14 -2.43119577e+15 3.17173235e+14 -7.99758217e+14\n", - " 1.24043629e+15 -6.62121079e+14 5.50338407e+14 7.67143432e+14\n", - " 3.39012454e+14 -2.54530757e+14 1.84140720e+15 7.76476251e+14\n", - " 1.01292496e+15 -1.78829059e+15 -5.11503543e+14 1.13936005e+14\n", - " 1.71491894e+15 -9.38589811e+14 -9.19234307e+14 1.04728969e+14\n", - " -1.09532771e+15 -2.31689598e+15 1.59729388e+15 1.60352778e+15\n", - " 1.36589047e+15 -6.88785087e+14 1.52160306e+15 4.91078728e+14\n", - " 2.30865592e+15 -2.82569294e+14 2.73518040e+14 1.66408908e+15\n", - " -1.54105154e+13 -1.89562510e+14 4.61945831e+14 -5.31069716e+14\n", - " 2.11864661e+14 -7.35464642e+14 2.26316063e+14 -9.26622096e+14\n", - " -1.16026906e+15 1.58815742e+15 -3.42756350e+15 9.58522038e+14\n", - " 1.61429109e+15 -5.69008922e+14 -8.74616356e+14 5.03714148e+14\n", - " -1.04992034e+13 1.42105099e+15 -1.65371427e+14 4.39449950e+14\n", - " -1.53405042e+14 -1.08907274e+15 8.19674149e+14 -7.03396692e+14\n", - " 6.09389372e+14 -5.26642104e+14 6.22354240e+14 1.60677263e+15\n", - " -2.51941315e+15 7.59919050e+14 -6.75092307e+14 1.30003475e+15\n", - " -5.07715154e+14 1.76544986e+15 -2.32747888e+15 -4.40375822e+13\n", - " 4.26428039e+14 -5.94087387e+13 -1.84554305e+15 3.43491599e+14\n", - " 1.13000424e+15 8.24295514e+14 1.49031849e+15 1.84194720e+15\n", - " 1.12483176e+15 1.41699558e+15 7.26808819e+14 2.50399391e+15\n", - " 6.99054237e+14 2.00031932e+14 1.66539239e+15 4.45104745e+14\n", - " 9.19860455e+14 -1.35612852e+15 7.61061310e+14 1.18923123e+15\n", - " 1.00714240e+15 -1.68024028e+15 -1.31355005e+14 -3.46335838e+14\n", - " 8.13200706e+14 1.30625215e+15 -2.56655251e+15 -7.04709610e+14\n", - " 2.83142602e+14 3.83588640e+12 1.81304284e+15 -6.66930725e+14\n", - " 9.34135120e+13 8.83297948e+14 2.64133238e+14 -9.34901806e+14\n", - " -7.82962306e+14 8.08916778e+14 -1.96537629e+15 -6.43056303e+14\n", - " -1.04915424e+15 7.52068689e+13 -3.58603637e+14 -1.68975209e+15\n", - " 9.96994035e+14 2.04667251e+14 -5.28735640e+14 6.41760067e+14\n", - " -1.46534885e+15 -1.17378566e+15 1.35137093e+15 -9.13204068e+14\n", - " -2.68757048e+13 -4.34805032e+14 4.54047552e+14 5.99925073e+14\n", - " 1.99907373e+14 -1.52169841e+15 1.00018201e+15 9.10996337e+14\n", - " 1.31172947e+15 3.67905469e+15 -1.57892117e+15 3.91809183e+14\n", - " 3.97757098e+14 -9.55936484e+14 -4.84002630e+14 -1.24465410e+15\n", - " 5.35066619e+14 1.72923785e+15 -8.89981536e+14 3.68557726e+14\n", - " -9.81703667e+13 -1.05819919e+15 4.94665278e+14 -4.71623833e+14\n", - " 1.55308885e+14 1.16148593e+15 -1.53520816e+15 -4.76271536e+14\n", - " 9.46864337e+13 1.08314051e+15 -6.08425361e+14 -5.92703427e+14\n", - " 1.48237288e+13 -4.91184908e+14 -9.04264635e+14 7.31952868e+13\n", - " -7.17798529e+14 1.11983391e+15 7.63826416e+14 2.99041674e+14\n", - " 1.09266281e+15 1.27316872e+15 4.33834837e+14 -9.10839498e+14\n", - " -5.76676623e+14 -5.94671979e+13 -1.73327017e+14 -5.58768080e+14\n", - " 1.03655890e+15 3.73904788e+14 1.64486357e+14 5.23721437e+14\n", - " 7.65951194e+14 4.90391216e+14 3.41709447e+14 -8.29877974e+14\n", - " -3.67005239e+14 -3.29413005e+14]\n", - "Found 2126 total galaxies in catalog for cluster 33569\n", - "[-2.84261504e+15 1.60573858e+14 3.95545615e+15 ... -2.42692387e+14\n", - " -7.64237988e+14 -1.55854189e+13]\n", - "Found 1969 total galaxies in catalog for cluster 39996\n", - "[-1.96607851e+14 -4.49030264e+14 1.45237847e+15 ... 2.26368561e+14\n", - " -5.21978404e+14 -7.30040820e+14]\n", - "Found 3464 total galaxies in catalog for cluster 37007\n", - "[ 2.71421785e+15 -1.43301458e+15 1.15003338e+15 ... -5.79480946e+14\n", - " 3.40710498e+14 4.74355030e+14]\n", - "Found 4503 total galaxies in catalog for cluster 25937\n", - "[ 9.25147277e+14 -2.69775671e+15 -1.34482615e+15 ... 7.80236091e+14\n", - " 6.74363482e+13 -2.99705283e+14]\n", - "Found 1258 total galaxies in catalog for cluster 24386\n", - "[ 1.95778387e+15 1.61987255e+15 5.60387397e+14 ... 3.54061937e+14\n", - " -1.59645279e+14 -1.04719978e+14]\n", - "Found 4662 total galaxies in catalog for cluster 44685\n", - "[ 1.28177060e+15 -3.59470002e+14 2.58305350e+15 ... -6.69270800e+14\n", - " 3.98270037e+14 4.57600305e+14]\n", - "Found 2258 total galaxies in catalog for cluster 48725\n", - "[ 7.23120955e+14 1.64556902e+15 2.61582601e+15 ... 1.36560454e+15\n", - " 1.08082426e+15 -6.42765631e+14]\n", - "Found 1761 total galaxies in catalog for cluster 27260\n", - "[ 6.21959487e+14 -1.30428875e+15 1.61828069e+15 ... -8.52518552e+14\n", - " -1.10207881e+15 -4.45055628e+14]\n", - "Found 1011 total galaxies in catalog for cluster 35316\n", - "[ 3.01106793e+14 4.25032009e+15 -1.27573569e+15 ... 2.84972609e+15\n", - " -7.78603282e+14 3.44976559e+14]\n", - "Found 872 total galaxies in catalog for cluster 59428\n", - "[ 1.02594081e+15 -9.90036417e+14 -2.32862261e+15 -3.22695346e+15\n", - " 1.19827245e+15 -3.16520558e+14 1.43518292e+15 -1.69115617e+15\n", - " -5.61455311e+15 -4.44474700e+14 8.10253496e+14 4.70868435e+14\n", - " -7.95107655e+15 -3.38539757e+15 -2.50960756e+14 6.91010131e+14\n", - " -2.15743200e+15 1.69773835e+15 -3.78139857e+14 1.41326490e+15\n", - " -1.78096924e+15 3.20911883e+15 -3.22654863e+15 3.32620298e+15\n", - " 4.07664052e+15 -1.20065782e+14 -3.05387814e+15 1.51852667e+15\n", - " -1.87719772e+15 -2.62331868e+15 -3.11513808e+14 -3.95097642e+14\n", - " -6.63047355e+15 7.62684077e+15 -2.58217751e+15 -3.88609343e+15\n", - " 5.36307857e+14 2.26076302e+15 1.21742627e+15 1.29530969e+15\n", - " 1.93310164e+15 2.35866327e+15 -2.57205490e+15 4.64205298e+14\n", - " -3.49805417e+14 9.76820625e+14 -3.38751944e+15 5.21536038e+14\n", - " -2.58549377e+15 -4.02563069e+15 -1.91991835e+15 -1.02182866e+15\n", - " -2.99521896e+15 -3.68780852e+14 6.00385620e+14 5.38749303e+15\n", - " -3.14683846e+15 -2.01946477e+15 1.03909940e+15 -5.80255368e+15\n", - " 5.46307155e+15 -2.07428061e+15 -2.48586686e+15 2.14231080e+14\n", - " 5.69889948e+14 2.61201309e+15 5.54339803e+14 5.24095313e+15\n", - " 5.83071100e+15 2.72662116e+15 2.71916843e+15 3.61730068e+15\n", - " -1.45097297e+15 8.79487762e+14 -3.49853858e+14 -5.70572721e+14\n", - " 1.45513114e+15 -4.12640553e+13 -2.87998183e+15 3.47426350e+14\n", - " -1.82278636e+15 -9.68281647e+13 -1.07037189e+15 1.22118059e+15\n", - " 1.23828522e+15 -3.91885146e+15 -1.21424569e+14 -3.14673034e+14\n", - " -2.10617145e+15 -3.00579848e+15 -6.64354954e+14 -4.17893112e+14\n", - " 1.04789652e+15 -3.46522413e+15 -2.01177478e+15 -1.46316937e+15\n", - " -6.16825711e+14 2.63034190e+15 2.36645862e+14 1.28422638e+15\n", - " -2.02455417e+14 1.15797202e+15 3.28766880e+15 -2.25879421e+15\n", - " -3.47940286e+14 1.11813951e+15 4.88355436e+14 1.77837559e+15\n", - " -2.55567953e+15 2.84872245e+15 3.64085568e+14 5.45090722e+14\n", - " -1.95354593e+13 7.86184869e+14 9.88693304e+14 -3.07101017e+15\n", - " -1.41358994e+15 -4.26997480e+15 -8.46322983e+14 6.11218084e+14\n", - " 2.69171427e+15 -4.50070669e+13 -4.29317913e+14 -4.26326441e+14\n", - " -9.54896326e+13 -1.79500989e+15 -4.25737920e+14 -1.33527259e+15\n", - " 8.80462800e+14 -2.73243469e+14 5.88439568e+14 -1.16303864e+15\n", - " -1.20575987e+15 -3.45990801e+15 -1.93193682e+15 1.07962810e+15\n", - " -1.51075858e+15 1.35560613e+15 4.27280524e+15 -5.81721581e+14\n", - " 8.09648853e+14 3.46054243e+15 3.24425194e+14 -1.07660836e+15\n", - " 2.06783400e+14 2.92755041e+14 2.17401835e+15 2.71311943e+13\n", - " -2.70111866e+15 -2.23559113e+15 5.28498268e+14 -1.55599171e+15\n", - " 1.80528153e+14 1.38058935e+15 3.92914017e+15 1.05515911e+15\n", - " -2.17061498e+15 2.02697331e+15 -5.72193609e+14 -3.92090589e+15\n", - " 8.26436627e+14 7.93779004e+14 1.92601734e+15 2.37174074e+15\n", - " 1.97919452e+14 -5.78039699e+14 1.41820372e+15 -3.34497170e+14\n", - " -3.15143330e+15 5.41855616e+13 -6.26847974e+13 -4.15377329e+14\n", - " 1.09530781e+15 -3.12711223e+15 -1.01580772e+15 1.78985795e+15\n", - " 3.25574395e+14 -1.68690130e+15 -3.44034821e+15 1.33485523e+15\n", - " 2.23788758e+15 6.77197164e+15 -9.66681591e+14 -1.72506076e+15\n", - " -1.94546344e+15 -9.59503761e+14 5.17374475e+14 -3.69491778e+15\n", - " -1.76951722e+14 1.97017640e+15 -3.10671195e+15 1.67110026e+15\n", - " -5.50800055e+15 6.52196584e+14 -1.31185952e+15 3.23812547e+14\n", - " -2.11282841e+14 -4.44809543e+14 -6.46676606e+14 -4.15184998e+14\n", - " 6.56737416e+14 6.38576094e+14 1.64428486e+15 -6.69329032e+14\n", - " -2.28307618e+14 -9.23638324e+13 -2.70804714e+14 1.34923359e+14\n", - " -1.87177880e+14 3.08813176e+14 -5.38355666e+15 -5.36310884e+13\n", - " 2.46607743e+15 6.65620229e+14 -4.33046645e+14 -2.16552385e+15\n", - " -3.13490730e+15 -2.98750688e+14 -1.01109004e+15 -3.33051873e+15\n", - " 5.68808595e+14 1.23824969e+15 1.29277882e+15 9.23569548e+14\n", - " 3.01217399e+14 -8.74852939e+13 -1.92909935e+15 -2.85147787e+15\n", - " -2.83998311e+15 9.23969312e+13 -3.21239415e+14 1.61789537e+15\n", - " -1.22865724e+15 -1.73579485e+15 2.26041745e+14 1.02223015e+15\n", - " 3.77469438e+14 -1.84034673e+15 -1.69827278e+15 -3.08628015e+15\n", - " 2.41429903e+15 2.00684996e+14 1.38096431e+15 -1.53184150e+14\n", - " -4.65757810e+14 1.68938046e+15 -5.26468568e+14 -1.60983416e+15\n", - " 2.07070829e+15 7.38005524e+14 -2.00396696e+14 2.86821948e+14\n", - " 1.49577306e+15 -7.01757037e+14 1.25391857e+15 -8.63429902e+14\n", - " 1.75595052e+15 -9.22486254e+14 2.04584311e+15 2.13566770e+15\n", - " -4.81240361e+14 -6.68528693e+14 1.63319597e+15 -1.25103349e+15\n", - " -1.53365788e+15 -1.90251033e+15 -1.48526292e+15 -1.22281531e+15\n", - " -8.75680215e+14 -4.22006736e+14 2.37698310e+15 4.23263778e+15\n", - " -1.52698500e+15 -2.77683062e+14 7.69677833e+14 -8.15028048e+14\n", - " 1.35840064e+15 -1.25377623e+15 3.54494710e+14 -3.70092458e+13\n", - " -3.25053834e+15 1.31229141e+15 2.20870653e+15 -8.79161753e+14\n", - " -1.13468211e+15 -2.78254809e+15 -3.43558355e+14 1.05856047e+15\n", - " 1.72925818e+14 7.66499232e+14 -1.03900367e+15 1.89824228e+15\n", - " -1.33952504e+15 -6.93905753e+14 -3.85378707e+14 -1.19812494e+15\n", - " 2.15664203e+15 3.53605863e+14 -1.54138071e+15 1.42646488e+15\n", - " 1.93985710e+15 -3.54597295e+15 5.71257336e+14 -7.75958430e+14\n", - " 1.61805229e+15 8.96231286e+14 -4.29957591e+14 -1.28127375e+15\n", - " -1.01758115e+15 -5.08400797e+12 5.37729161e+13 1.24157749e+15\n", - " -1.68055764e+15 -1.70907520e+15 -1.26187086e+15 4.92493085e+15\n", - " -2.86105716e+14 -4.85354143e+14 -5.67792604e+14 8.99008161e+14\n", - " -3.78227008e+14 -7.63696195e+14 -1.03734144e+15 -4.15295312e+14\n", - " -2.96782062e+15 2.39974368e+15 -5.11992531e+14 1.18220428e+15\n", - " -4.37598511e+14 1.65542788e+15 2.26499021e+15 2.65941711e+14\n", - " -8.72193377e+14 -1.37882830e+14 -4.27312282e+13 3.67964275e+14\n", - " 1.09676274e+15 1.89124456e+15 -3.67216460e+14 -5.54887961e+14\n", - " 3.59354500e+14 -2.62695000e+14 -8.21084637e+14 -2.22625081e+14\n", - " -3.02109262e+15 -2.03741621e+15 -1.95633307e+15 2.97059544e+15\n", - " -6.59411301e+14 -1.11587746e+15 -1.43465521e+15 -9.36041178e+14\n", - " -9.14391271e+14 -1.73071196e+15 -1.72377693e+15 6.70420697e+14\n", - " -3.71738605e+14 -2.11769622e+15 4.02715616e+14 -6.04168329e+12\n", - " 1.53763170e+14 -3.47163980e+14 -3.19389766e+14 1.71590789e+15\n", - " -1.32411241e+15 -8.25060656e+14 -2.12710307e+14 1.42754968e+15\n", - " -1.40002099e+15 2.20560961e+15 2.61430464e+15 -3.19787190e+14\n", - " 2.71471254e+14 6.68560626e+14 1.06510895e+15 7.25834057e+14\n", - " 3.19095787e+15 7.22192907e+13 9.01824838e+14 -2.36228169e+15\n", - " -1.59715962e+15 5.89140418e+14 -1.12374745e+15 3.99694292e+14\n", - " 1.17566919e+15 -5.88624206e+14 1.98150072e+15 -7.82103513e+14\n", - " 6.53052251e+14 -1.25600803e+15 -1.12884202e+15 -1.94838285e+15\n", - " 2.29746791e+14 -2.81040517e+15 -4.49014063e+14 -2.19836576e+15\n", - " 8.51482899e+14 8.30391547e+14 1.97442171e+15 1.73337602e+15\n", - " -1.28403635e+15 2.69432479e+15 2.74528742e+14 -1.12177177e+14\n", - " 1.37045827e+14 7.40683829e+14 -7.18929600e+14 2.12323896e+14\n", - " -1.33842857e+13 2.10183158e+15 -5.58518246e+14 3.56610966e+14\n", - " -1.03061530e+15 2.99684576e+15 -2.00695924e+15 -1.24774250e+15\n", - " -1.01488945e+15 -3.58559758e+14 -1.30163720e+15 1.48895067e+15\n", - " -8.67339865e+14 -2.02351308e+14 2.36885419e+15 -2.66760585e+15\n", - " 1.29671059e+15 -1.71924434e+15 -1.48382110e+15 1.97625256e+14\n", - " 8.57507378e+14 2.28760798e+14 1.05798912e+15 1.20270206e+15\n", - " 2.36984330e+15 -7.32802954e+14 1.47056239e+15 9.36210736e+14\n", - " -3.92018611e+14 -9.93717753e+14 6.26392880e+13 1.76104998e+15\n", - " 2.78388957e+15 -2.30871876e+14 -5.97647148e+14 4.23887219e+14\n", - " 3.04255070e+14 -3.24287241e+15 -2.00711865e+15 1.62194781e+14\n", - " -6.45885048e+14 -4.32035103e+13 9.55025752e+13 2.49843964e+15\n", - " 8.11611987e+14 5.41150669e+14 -8.45677629e+14 2.61403053e+15\n", - " 5.25611294e+14 7.16158896e+14 -5.06196120e+14 -3.30622053e+14\n", - " 2.35165148e+15 -5.04592946e+15 -1.48287115e+15 -9.92127168e+14\n", - " -4.04188358e+14 -2.90723390e+14 6.67898571e+14 -4.52586354e+15\n", - " -2.11286743e+15 -8.72499596e+14 -9.22581918e+14 8.92073200e+14\n", - " 4.55344731e+14 1.61299946e+15 1.93766061e+15 -1.68411047e+15\n", - " 1.54111444e+14 2.98042324e+15 2.31946924e+14 -4.30996588e+14\n", - " -6.66475233e+14 5.12780796e+14 -9.43306661e+14 -2.55001228e+15\n", - " -4.43469960e+14 5.76131119e+13 -6.28984136e+14 1.94471193e+14\n", - " -5.58552916e+14 -4.32723732e+15 1.67450366e+15 -4.68597971e+14\n", - " -1.35735709e+15 1.08040767e+15 6.17678685e+14 6.66165178e+14\n", - " -1.41196703e+15 5.24275806e+14 9.63056141e+14 4.23366849e+14\n", - " 8.31108235e+14 -1.16492450e+15 7.43656964e+14 -2.15825325e+15\n", - " -1.79596056e+14 2.85049048e+14 1.67386469e+15 1.44373478e+15\n", - " 8.66648765e+14 -2.13780292e+15 1.07821388e+15 3.24648459e+14\n", - " -9.66404408e+13 -1.39637275e+15 5.33357111e+14 6.14316904e+14\n", - " 1.05076688e+15 -6.88527427e+13 2.13791952e+15 4.66283028e+14\n", - " 1.23802919e+14 2.22825343e+14 2.95551722e+14 9.65441343e+13\n", - " 7.98662589e+13 1.38308503e+14 -3.93746846e+15 -6.32243598e+14\n", - " 7.23403249e+14 -4.83267483e+15 -5.46362456e+13 7.50265159e+14\n", - " -2.68418433e+15 -1.44692092e+15 -5.49160856e+14 3.89361738e+15\n", - " 1.94141895e+15 -1.79840864e+15 -9.20466606e+14 -9.15938548e+13\n", - " -8.21671859e+14 1.19283983e+15 1.59686383e+15 -2.73511340e+14\n", - " 2.26825393e+14 1.72302780e+15 4.33136495e+14 2.53048573e+15\n", - " 4.19936875e+14 7.58242048e+14 -2.15271227e+15 3.15610838e+14\n", - " 1.94366608e+15 -1.99756834e+15 4.88956886e+14 1.55723071e+15\n", - " 2.18061301e+14 -2.19906433e+14 1.02497483e+15 -6.70224864e+14\n", - " 1.57473109e+15 -3.42120835e+15 -1.91050176e+14 -1.11718919e+15\n", - " 6.38297920e+14 1.41820714e+15 -9.92807497e+14 -2.67431455e+14\n", - " 1.40130770e+14 -2.51079980e+14 2.60456835e+14 2.37952766e+15\n", - " 1.57550736e+14 1.51760486e+15 -1.88982705e+15 -1.69227456e+15\n", - " 9.73349134e+14 1.13056226e+15 1.54142960e+15 5.08681861e+13\n", - " 3.58773605e+14 -2.66416695e+14 -7.71172474e+14 8.53408540e+13\n", - " 1.99387556e+13 -1.38719665e+15 -1.78812363e+15 -9.19950600e+14\n", - " -1.97579399e+15 -1.28236279e+15 -2.34410507e+15 1.39541235e+14\n", - " 9.43678091e+14 -1.48735532e+15 2.80831657e+14 2.94795373e+14\n", - " 2.36101632e+15 5.90419468e+14 -1.08744728e+15 1.57402501e+15\n", - " -7.98444568e+14 -2.07854548e+15 1.85767205e+15 -1.29785296e+15\n", - " 6.72320302e+14 4.93025120e+14 -1.31957833e+14 6.83719587e+13\n", - " 6.55584933e+14 -1.31557346e+15 2.05096853e+15 -7.69449034e+14\n", - " -9.21719436e+13 2.34791169e+15 -6.84776987e+14 -7.16526200e+14\n", - " -4.61452401e+15 -4.11454882e+14 -1.71848490e+14 7.68726435e+12\n", - " 1.42645995e+15 3.28751976e+15 6.55386724e+13 1.05673020e+15\n", - " 2.19294707e+14 -3.87350079e+14 1.60379530e+15 -1.76629784e+15\n", - " -1.92652768e+15 2.43269253e+15 -1.27779223e+15 3.55393053e+14\n", - " 2.39760571e+14 1.75904130e+15 1.10781455e+15 5.45269696e+14\n", - " -1.42750361e+14 -1.62788983e+15 2.70735453e+15 2.08886549e+14\n", - " -8.93136353e+14 -9.49527018e+14 5.04846088e+14 3.20616870e+15\n", - " 5.42526843e+14 1.41519012e+15 1.07910821e+15 -2.75352949e+14\n", - " -3.50593381e+14 -1.38209058e+15 -1.44319732e+14 -6.89398405e+14\n", - " -1.72698249e+15 1.24627497e+15 -7.97230956e+14 1.56221463e+15\n", - " 1.51248814e+15 -1.14284883e+15 1.06317147e+14 2.20862236e+14\n", - " 6.44362305e+14 -7.57435427e+14 -7.50342783e+13 9.59955781e+14\n", - " -2.56795398e+14 3.65225561e+14 3.77465260e+14 -1.18338753e+14\n", - " 8.73549429e+13 7.54803439e+14 -6.49078693e+14 1.34210521e+15\n", - " -1.58135796e+15 -7.02016646e+14 1.77134322e+15 -6.01228625e+14\n", - " -1.17643627e+15 4.21597291e+14 9.70247201e+14 1.14878363e+14\n", - " -3.34231536e+14 -1.87498338e+15 -9.01404685e+14 -1.00599572e+15\n", - " 1.42261394e+15 -4.38336807e+14 1.05512035e+15 -5.76248591e+14\n", - " 9.46903246e+14 4.17393018e+14 1.91986157e+15 -8.68366516e+14\n", - " 1.67762227e+15 -3.73957583e+14 -1.43473168e+15 -1.41106748e+14\n", - " -1.14513074e+15 6.26599594e+14 -2.98120199e+14 -1.67624643e+15\n", - " 1.01845088e+15 -5.81842298e+14 -1.48993333e+15 -6.82721520e+14\n", - " 6.07029665e+14 -1.52842758e+15 1.41165124e+14 2.04529385e+15\n", - " -1.40538123e+14 1.03539913e+15 -3.74401715e+14 -5.42733185e+14\n", - " -3.27781390e+14 1.75723185e+15 1.74615749e+15 -2.29011725e+15\n", - " 8.58727960e+14 -2.23984309e+14 -2.69014972e+14 -1.28339793e+15\n", - " -1.06870693e+15 2.86196716e+15 -1.05382591e+15 -5.44931380e+14\n", - " 1.17955891e+14 -5.70951160e+14 -1.24516330e+14 2.83390148e+15\n", - " 3.61494055e+14 2.35476554e+15 2.39991551e+14 -1.61399729e+15\n", - " -1.60538825e+15 -1.70004183e+15 2.39946915e+14 8.09538269e+14\n", - " 1.03964457e+15 -3.29990992e+15 3.10003150e+14 2.99124149e+14\n", - " 5.05157979e+14 7.16051201e+14 -1.43232796e+15 1.77766590e+14\n", - " 4.49402995e+14 -1.31992087e+15 6.90258299e+14 -9.18236673e+14\n", - " 9.13141415e+14 -2.57850106e+15 9.34334950e+14 1.17864321e+15\n", - " -4.46895439e+14 -1.54447720e+15 8.89809718e+14 1.51471714e+15\n", - " 3.51475668e+15 -1.41107172e+15 -6.30527486e+14 8.95046520e+14\n", - " 9.42270772e+14 -7.21492037e+14 -4.77333736e+13 -7.91809665e+14\n", - " 9.88405164e+14 -1.05934768e+15 1.21472151e+15 -1.08687085e+15\n", - " -2.72646689e+14 -2.35862486e+14 -1.72868178e+15 7.07012269e+14\n", - " -2.42835051e+15 1.51686204e+15 6.25738194e+14 -1.00891405e+15\n", - " 3.68937341e+14 1.87332952e+15 -3.25486178e+14 -1.37314019e+15\n", - " 7.18986460e+14 -7.50068306e+14 1.49359553e+15 -8.49179573e+13\n", - " 4.34300510e+14 2.86319038e+14 1.65703627e+15 -7.65065608e+13\n", - " 3.54773484e+14 -2.84543254e+14 -3.37479719e+14 1.59183814e+15\n", - " 7.88309546e+14 6.31320819e+14 1.55939364e+15 3.22197998e+14\n", - " 3.55112970e+14 1.67944734e+15 -2.53639776e+15 2.18124280e+15\n", - " 1.08168602e+15 4.30768842e+13 -6.45790543e+14 9.92072985e+14\n", - " -1.02511384e+15 8.73128590e+14 3.33882128e+14 -7.67578208e+14\n", - " 5.47375748e+14 1.02364106e+15 2.63161365e+15 -5.61190657e+14\n", - " -2.28064341e+14 6.49124984e+14 -4.42284923e+14 3.91309087e+14\n", - " 6.98036494e+14 -9.69678248e+14 5.43592391e+14 9.10066701e+14\n", - " 7.11327738e+13 6.21908320e+14 2.38459877e+14 1.10187237e+15\n", - " 1.40740779e+13 -2.52787503e+14 -3.83874707e+14 1.67141447e+15\n", - " 4.26088302e+14 3.49667683e+14 4.24039068e+14 -7.95320732e+14\n", - " 1.11058858e+15 -5.36165761e+14 1.24731626e+14 -2.98583580e+14\n", - " -3.82168139e+13 6.97414217e+13 -1.60241225e+15 1.23389223e+15\n", - " -2.41402310e+14 1.02964636e+15 -2.91011089e+14 6.97969852e+14\n", - " 3.86516235e+14 -6.93766332e+14 -1.01558820e+15 -9.34917187e+13\n", - " 9.72039332e+14 4.72622020e+14 7.12196792e+14 -6.60686137e+14\n", - " 8.38401704e+13 -1.41898555e+15 -4.43609258e+14 6.87841148e+14\n", - " 2.20115921e+15 5.89358653e+14 -4.94061482e+14 -5.33583811e+15\n", - " -2.18946875e+15 3.28151599e+15 2.14098444e+15 5.50510595e+14\n", - " -3.19870866e+14 4.08631832e+14 8.53198822e+14 1.47266771e+15\n", - " -7.09367538e+14 8.11101174e+14 -7.15912390e+14 -7.70447465e+14]\n", - "Found 1944 total galaxies in catalog for cluster 25976\n", - "[ 1.46330369e+15 5.31906593e+14 -2.36226372e+15 ... 2.30798721e+14\n", - " 8.09153116e+14 -8.45750270e+14]\n", - "Found 2708 total galaxies in catalog for cluster 31596\n", - "[-1.75198766e+15 6.58028574e+14 -1.82279525e+15 ... 1.41756701e+15\n", - " -7.21696010e+14 -2.28817482e+14]\n", - "Found 5886 total galaxies in catalog for cluster 26346\n", - "[ 2.52101828e+14 1.00649324e+15 6.95556809e+14 ... -5.87070202e+14\n", - " 8.98217200e+13 -6.40236000e+14]\n", - "Found 2469 total galaxies in catalog for cluster 36608\n", - "[ 4.12733679e+14 1.82342631e+15 3.24769572e+15 ... -3.95295027e+14\n", - " -5.78446398e+14 -4.57069921e+14]\n", - "Found 3301 total galaxies in catalog for cluster 26938\n", - "[-1.23476143e+14 1.85387579e+15 1.53596313e+15 ... -8.03528296e+14\n", - " 5.09828712e+13 2.89223175e+14]\n", - "Found 1179 total galaxies in catalog for cluster 74483\n", - "[-4.18983372e+14 1.75639781e+15 -3.08770818e+15 ... -1.61973657e+15\n", - " 3.35109685e+14 1.89923858e+14]\n", - "Found 2586 total galaxies in catalog for cluster 62882\n", - "[ 2.15561461e+15 -2.49249593e+15 -2.56813815e+15 ... 1.40122868e+15\n", - " -7.01672491e+14 6.49148325e+13]\n", - "Found 366 total galaxies in catalog for cluster 25770\n", - "[-4.12401251e+15 -3.43488632e+14 5.39775185e+15 6.50407308e+14\n", - " 1.54851767e+15 1.08419896e+15 -1.81104642e+15 1.09150899e+15\n", - " -3.56440261e+15 -5.69175646e+14 -4.60884603e+15 6.05653945e+15\n", - " 2.02554834e+15 1.91959995e+15 -5.84696589e+15 -3.76241075e+15\n", - " 3.84857362e+14 -3.55095744e+15 9.85849554e+15 -1.15886313e+15\n", - " -1.63494271e+14 -1.12950879e+14 -1.16947577e+15 -2.90704002e+15\n", - " 5.31177081e+14 -1.01575298e+15 -2.98390646e+15 1.57692151e+15\n", - " -3.72678052e+15 -7.79493342e+15 2.65786924e+15 -8.41381928e+14\n", - " -1.09156586e+15 -9.12450510e+13 -5.90105945e+14 1.45753960e+15\n", - " 1.69068549e+15 -3.93897615e+14 2.11956689e+15 -3.12946133e+14\n", - " -4.81697169e+15 2.32077118e+15 1.98050395e+15 1.06672681e+15\n", - " 2.41711124e+14 -1.61193203e+15 1.62265321e+15 -5.71873441e+14\n", - " -5.06376397e+14 -2.51305388e+15 6.37477641e+15 1.85162710e+15\n", - " -1.25378740e+15 -1.38533676e+15 2.44238421e+15 1.64483652e+15\n", - " -1.24117900e+15 1.20348463e+15 8.11198538e+14 -3.78191519e+15\n", - " 6.44007028e+14 -4.80913717e+14 3.57376916e+15 3.98750727e+15\n", - " -5.83971359e+15 -1.24549794e+14 2.22047853e+15 1.66957919e+15\n", - " -1.13780738e+15 -1.46873231e+15 1.49081610e+15 2.29880354e+15\n", - " -1.51310235e+14 6.30642826e+14 2.23838284e+15 -4.36835848e+14\n", - " 2.62789273e+15 2.67618809e+15 -6.77023792e+14 -1.70352173e+15\n", - " 2.57759112e+15 -6.40233693e+14 2.01801437e+15 2.36809551e+15\n", - " -1.26109315e+15 1.82451385e+14 -1.02788113e+15 -3.21442631e+15\n", - " -1.33513624e+15 -2.92870317e+15 -3.20380035e+15 -1.06537668e+15\n", - " 2.39177865e+15 5.67988472e+15 -2.60148819e+14 3.10207006e+15\n", - " 8.39058038e+14 1.16676683e+15 -2.54273063e+12 1.03339177e+15\n", - " 8.83626470e+14 -1.13840426e+15 6.27069531e+14 -2.98040818e+15\n", - " 9.18811626e+14 -2.67494431e+15 -1.18491613e+15 -2.18025132e+15\n", - " 8.92374098e+13 8.21793883e+14 -4.85730810e+14 2.82541375e+15\n", - " 3.74019913e+15 6.88096572e+14 1.06809696e+15 -1.13321428e+15\n", - " 7.52128373e+14 -1.55883885e+15 -5.18384374e+13 3.74992979e+15\n", - " 5.28935939e+15 1.73645279e+15 8.55024507e+14 -8.99282671e+13\n", - " 1.05219805e+14 -1.41447312e+15 -2.06176207e+15 3.48423826e+14\n", - " 1.71962586e+15 7.91103221e+14 1.08138704e+15 3.30597284e+15\n", - " 1.39825662e+15 -2.82674144e+15 2.80107624e+15 -1.42354235e+14\n", - " -2.68571029e+15 2.06321072e+15 1.34598194e+15 -2.29221931e+14\n", - " -1.01436171e+15 1.28551565e+15 8.70266026e+14 -9.67802641e+14\n", - " -4.65287375e+15 -3.08902668e+14 1.67050061e+14 3.89537303e+15\n", - " -1.74041794e+14 4.14520566e+15 6.76477226e+14 2.26447671e+14\n", - " 2.20279420e+14 3.19627290e+14 4.75401756e+14 -4.31176937e+14\n", - " -4.86152741e+14 -5.25699135e+14 -1.78168513e+15 5.80042250e+14\n", - " -2.32093911e+15 6.97779371e+14 1.38338237e+15 6.02357370e+13\n", - " 1.22978104e+15 -1.39444899e+15 9.78510686e+14 -2.54840229e+15\n", - " 1.25535218e+15 -2.15335405e+15 -3.59073850e+15 1.24063368e+15\n", - " -1.00497067e+15 -3.52606388e+14 2.13214766e+15 -8.37104120e+14\n", - " 9.71628242e+14 3.76468827e+14 3.52083070e+14 -6.63194835e+14\n", - " 2.68011927e+15 -2.89341258e+15 2.28775454e+15 -4.07333786e+14\n", - " 3.51770172e+15 1.51477757e+15 1.07987845e+15 1.34384485e+15\n", - " -4.82559231e+14 2.65444107e+14 -7.47153396e+14 -5.18829682e+14\n", - " 9.96045803e+14 3.76430719e+14 -4.33931568e+14 1.68533645e+14\n", - " 1.49287409e+14 3.51672755e+14 1.07000289e+15 -8.72758446e+14\n", - " -1.39475110e+15 -2.39265628e+15 -3.27618859e+14 -2.65802872e+15\n", - " -2.90488686e+15 -8.31780434e+14 -2.24743069e+15 4.00708108e+14\n", - " 1.40166188e+15 4.82746983e+14 7.21026631e+14 -2.39287245e+14\n", - " -8.47854941e+14 2.87223370e+15 1.23148418e+15 2.45480311e+14\n", - " -1.36126533e+15 2.85563848e+15 9.17329230e+14 4.17824021e+14\n", - " 7.11275796e+14 3.71149385e+14 -7.37911664e+14 9.56762445e+14\n", - " 2.84300806e+15 -2.34559438e+15 -1.73461704e+15 -1.14942339e+15\n", - " 3.10465484e+14 -9.21764859e+14 4.83866530e+15 -2.58546086e+13\n", - " -8.17837439e+14 -2.55339706e+13 3.89231925e+14 -2.66515273e+15\n", - " -1.31668507e+14 5.69726653e+14 -4.27246031e+14 4.85190851e+14\n", - " -1.87850022e+15 -7.04762243e+14 1.06108064e+15 5.91703115e+14\n", - " 3.86326988e+14 1.02502819e+15 2.25965695e+15 6.24028281e+14\n", - " -9.33809057e+14 1.72453124e+15 8.06385615e+14 1.71877949e+15\n", - " 5.13012987e+14 1.76238435e+15 -3.95061312e+14 1.18402170e+15\n", - " 1.06002847e+14 1.70148994e+15 -8.83115348e+14 6.99047950e+14\n", - " 3.56436044e+15 -3.28085585e+14 -7.84272371e+14 -6.38521662e+14\n", - " -2.65178665e+15 1.57110224e+15 1.08449786e+15 1.48768859e+15\n", - " 2.11809459e+15 1.35032381e+15 1.47347649e+13 5.84450165e+14\n", - " -6.44754112e+13 -4.84322790e+14 1.00009986e+15 5.83417096e+14\n", - " -1.17129697e+15 -1.62423565e+14 -3.11812667e+14 1.38005607e+15\n", - " 2.59789659e+15 -1.09739397e+15 2.76748128e+15 -4.08959054e+14\n", - " 1.20713266e+15 -7.52821257e+14 9.87392417e+13 -2.71370083e+15\n", - " -5.66743114e+14 1.21113786e+15 1.97453207e+15 7.71064807e+14\n", - " 5.82444665e+14 9.41781755e+14 -2.19368531e+15 8.95781774e+14\n", - " -1.09905906e+15 2.04091416e+15 7.16301970e+14 -1.47091110e+15\n", - " -1.65293765e+15 -1.16605573e+15 4.22758439e+14 -1.80797343e+15\n", - " -1.05064181e+14 8.78033125e+14 2.49347367e+14 -1.71774262e+15\n", - " -1.00200553e+15 -3.73051153e+14 -1.52429211e+15 1.39976875e+15\n", - " -2.50932486e+15 -5.85839893e+14 -1.20130718e+15 1.98330058e+15\n", - " -1.05821581e+15 1.75592959e+15 -2.61546507e+14 9.31539547e+13\n", - " 4.70066400e+14 -1.16695031e+15 1.47997620e+15 4.05141263e+14\n", - " 1.14571810e+15 2.41567587e+15 -5.52187459e+14 -3.09220512e+14\n", - " -7.74168349e+14 7.71430835e+14 -4.16630159e+14 -1.06013189e+14\n", - " -1.46475061e+14 -1.08329005e+15 -6.32730071e+14 4.35448599e+14\n", - " 1.52213283e+13 2.84725036e+15 9.36176862e+14 7.69705259e+14\n", - " 7.26421234e+14 -1.18956152e+15 1.03773902e+15 -2.97838925e+14\n", - " -4.79266784e+14 9.91822235e+13 7.20606343e+14 5.23368405e+13\n", - " -3.81840693e+14 -7.41381030e+14 1.43838563e+14 7.96209711e+14\n", - " -9.40735946e+14 1.73002336e+15 -2.93790538e+15 -6.25232385e+14\n", - " -8.93267751e+14 3.33477445e+15 4.09154448e+14 -3.22485031e+13\n", - " 9.08668427e+14 1.15507700e+15 1.04100843e+15 -9.34282154e+14\n", - " 9.77432725e+14 -4.27354863e+13]\n", - "Found 280 total galaxies in catalog for cluster 59302\n", - "[-5.06316085e+14 2.39305853e+15 4.33443331e+15 -1.48019945e+15\n", - " -1.71198728e+15 2.38496279e+15 2.95698477e+15 -2.30261556e+15\n", - " -1.34971732e+15 -1.93107071e+14 -3.69728369e+15 -2.62765376e+15\n", - " 1.18016107e+15 -1.11293122e+15 -5.22820355e+14 -8.30466549e+14\n", - " -1.63338166e+14 -1.09738583e+15 4.49161147e+14 1.38174479e+15\n", - " -2.39438014e+15 -3.93717288e+15 -1.44383429e+14 3.05130609e+15\n", - " 1.65364775e+15 9.47799740e+13 1.49906118e+15 1.94315548e+15\n", - " 1.51147494e+15 -1.93775591e+15 3.79297824e+15 2.51347997e+15\n", - " 2.77769483e+15 -1.97061598e+15 -2.88132266e+15 1.83866093e+15\n", - " 4.80682362e+15 1.12275959e+15 3.36704398e+15 7.17607956e+14\n", - " 1.08630363e+15 2.17630631e+15 -5.45173035e+14 -3.91519538e+14\n", - " -9.69228629e+12 1.86221482e+15 1.85641995e+14 -1.09536529e+15\n", - " 5.37922214e+15 -3.63590705e+15 2.45186920e+15 -6.09956520e+14\n", - " 3.36225609e+15 -2.73091204e+14 -1.66569278e+15 -1.89041899e+14\n", - " 1.40530676e+15 -7.48097672e+14 3.07446537e+15 8.88902047e+14\n", - " 1.65246634e+15 -3.44712005e+15 -1.77608932e+15 -2.92466968e+15\n", - " -2.10801809e+14 8.41308147e+14 1.88103252e+15 1.89872571e+15\n", - " -3.27392969e+14 4.21323883e+15 -1.99881682e+15 -4.66796809e+13\n", - " 1.39015140e+14 -1.57388982e+15 1.60438058e+15 -1.82765420e+15\n", - " -1.08828708e+15 -1.61807686e+15 6.04952097e+15 -1.99494037e+15\n", - " -3.78723262e+15 -1.32538389e+14 -1.12005864e+15 2.82469511e+15\n", - " 6.36792362e+14 -3.63754713e+15 2.40039097e+15 3.08598219e+15\n", - " 1.35800270e+15 8.20347644e+14 3.37516241e+15 4.23574478e+15\n", - " -2.97313110e+14 3.75267730e+15 -5.16188880e+14 -1.66612188e+15\n", - " 5.08591582e+14 -2.76042096e+13 3.16905742e+15 1.49027246e+15\n", - " -4.79995726e+14 -1.20324496e+15 7.06150037e+14 1.68707828e+15\n", - " -2.63712205e+15 2.70645371e+14 -3.09683271e+15 -3.67681875e+14\n", - " -3.53629963e+15 1.20433772e+15 1.17466966e+15 -6.28084774e+14\n", - " 3.66311551e+14 1.25171355e+15 -4.03432865e+14 -1.94389026e+14\n", - " 1.47082573e+15 -4.05239890e+14 -2.28939148e+15 -1.71152360e+15\n", - " 1.86335099e+15 2.18410766e+15 -1.00074162e+15 2.98923792e+15\n", - " 2.78188187e+14 9.79114510e+14 -9.54241882e+14 1.75387104e+14\n", - " -6.01605413e+13 3.16873634e+15 -2.34819422e+14 -1.67339187e+15\n", - " 4.29307182e+15 -1.98471337e+15 -1.90132248e+15 -1.16761411e+15\n", - " 1.33068097e+15 -1.27599730e+15 1.11744026e+15 1.65685277e+15\n", - " 9.99619156e+14 7.07799161e+14 -1.98455134e+15 3.25450825e+15\n", - " -3.07587027e+15 1.57733197e+15 7.77586318e+13 1.36132294e+15\n", - " 1.79442096e+15 -1.04143608e+14 -2.68101278e+15 1.32222783e+13\n", - " 1.37058091e+15 -4.26394015e+14 4.71126521e+14 1.65494126e+14\n", - " 1.99875424e+15 -3.88602545e+15 -1.22228766e+15 2.22770116e+15\n", - " 4.37658731e+15 1.57571100e+14 3.69856330e+15 -3.90503190e+13\n", - " -1.15433463e+15 -2.57035096e+15 1.30664225e+15 -8.45000141e+14\n", - " -2.06967449e+14 -3.04750063e+15 -1.37573271e+15 -4.72104178e+14\n", - " -1.40898706e+15 -3.07456879e+15 -8.12506900e+14 -2.68081062e+14\n", - " 1.18337636e+15 2.07838282e+15 -1.30674092e+15 -6.19575107e+14\n", - " 2.68410931e+15 1.01893809e+15 -6.80012996e+14 3.29845332e+14\n", - " -2.43152569e+15 7.64818120e+14 -3.34224685e+14 -4.02942961e+14\n", - " 3.76274463e+15 -3.21019126e+14 -3.48346519e+14 6.96282685e+14\n", - " -2.87396624e+14 -6.38416646e+13 -4.22431473e+14 -1.94180115e+15\n", - " 1.40123701e+15 6.94797465e+14 -2.70667744e+15 -3.16628843e+14\n", - " 1.31183805e+15 -1.23704258e+15 1.29924094e+15 9.08881006e+13\n", - " 9.74925353e+14 -6.88384913e+14 -1.24868441e+15 1.04760323e+14\n", - " 5.69764937e+14 -1.43272201e+15 -2.74653593e+14 8.58718953e+12\n", - " -7.10413253e+14 -1.20008925e+15 1.12717689e+15 -1.94229065e+14\n", - " 1.83418841e+15 1.29899938e+15 2.70031170e+14 -2.50725593e+15\n", - " 2.84266256e+14 6.63894643e+14 -3.21298870e+15 3.04108495e+15\n", - " -1.10754174e+14 8.69515988e+14 -7.10393259e+14 -1.09620080e+15\n", - " -2.82450916e+14 6.15642819e+14 -1.62399385e+15 5.05246429e+14\n", - " 1.59463216e+14 -9.35228132e+14 1.11416289e+15 -1.69519834e+15\n", - " 1.67967985e+15 -2.66949929e+15 -3.64374139e+14 9.43179462e+14\n", - " -2.81902066e+14 -6.15491986e+14 5.88597052e+14 -4.15133098e+14\n", - " 2.00187775e+14 6.32051062e+14 3.15565407e+14 7.24884598e+14\n", - " 8.95542754e+14 1.99589634e+15 1.30466087e+15 -1.39517700e+15\n", - " -1.54951735e+14 -6.85626961e+14 4.57035278e+14 -7.16036843e+14\n", - " -7.13861888e+14 -9.98283997e+14 4.81687368e+14 1.97747084e+15\n", - " 3.22604138e+14 5.80952976e+14 1.30253715e+15 -1.56755376e+15\n", - " -1.91342407e+15 4.46114374e+14 6.48874636e+14 -1.08975086e+14\n", - " -8.10621367e+14 -3.58127664e+14 -1.10568593e+15 -9.73308692e+13\n", - " 1.86336403e+15 8.52329522e+13 -2.06021534e+15 2.10108218e+15\n", - " 7.87902375e+14 2.33371611e+15 1.00209483e+15 -4.81605135e+14]\n", - "Found 776 total galaxies in catalog for cluster 53335\n", - "[-4.52585143e+14 -9.23697746e+14 -2.60548238e+15 1.47483300e+15\n", - " -1.45765463e+15 -5.15539765e+15 5.80396091e+14 2.86861338e+14\n", - " -4.85834990e+13 -4.16938633e+15 2.94086866e+15 4.42425469e+15\n", - " 1.66282236e+15 2.73774114e+15 -4.58793963e+15 4.63625405e+15\n", - " -2.01934387e+14 -9.76300311e+14 -1.09112456e+15 -3.06841741e+14\n", - " -6.48466340e+14 -1.77259593e+15 4.59318442e+14 2.23854964e+15\n", - " 5.00865018e+14 -3.83228046e+13 3.57684859e+15 2.15211342e+14\n", - " -4.35532345e+15 1.32943361e+15 -9.47377513e+14 -3.54360077e+15\n", - " 2.75066876e+15 1.04548172e+15 1.23765979e+14 2.81973183e+15\n", - " 6.48870577e+15 -3.11632846e+15 2.11532355e+15 1.42640451e+15\n", - " -7.15594496e+14 7.68926864e+14 3.33981194e+15 -5.37399230e+14\n", - " -8.35746610e+14 4.64946486e+14 1.54494579e+15 3.20242530e+15\n", - " -1.02143278e+15 4.29893954e+14 -3.59965485e+14 1.04953409e+15\n", - " 4.81604825e+14 2.10147324e+14 4.83942597e+15 -6.06685687e+14\n", - " -1.02551697e+15 1.56107197e+15 -4.41285069e+14 -6.10544506e+14\n", - " 1.54770173e+15 3.97859957e+14 -1.79469912e+15 2.12884253e+15\n", - " 8.91815359e+14 2.65132900e+15 -6.91754026e+14 -3.73720624e+15\n", - " -2.64970799e+15 -1.52757600e+13 -1.18043878e+15 4.94304879e+13\n", - " -3.15219280e+15 3.09585625e+15 1.68543651e+15 3.76176537e+15\n", - " -4.03386856e+15 9.04236295e+14 7.03353146e+14 1.75628101e+15\n", - " -1.07530023e+15 -3.02266444e+14 -1.69240158e+15 3.53785937e+15\n", - " 2.53549707e+15 -1.96808627e+15 -2.64351063e+15 1.27145713e+15\n", - " -1.84937112e+15 8.92425156e+14 2.33097330e+15 -6.63622940e+14\n", - " -1.40223912e+15 -1.15206960e+15 1.51878695e+14 1.14182776e+14\n", - " -4.12529399e+14 4.91525869e+15 2.65049296e+15 9.36953184e+14\n", - " 3.78627930e+15 -2.06565891e+15 -2.55183383e+15 -8.52845646e+14\n", - " -2.06419066e+15 -3.90611826e+15 -2.56451418e+15 1.52980188e+15\n", - " -5.35289283e+15 1.36292993e+15 2.68987812e+15 -2.66084877e+15\n", - " -4.03041574e+15 -3.04147638e+15 5.88069687e+14 4.77788163e+15\n", - " -1.12067144e+15 -1.26081774e+14 -1.03803858e+15 -6.83838571e+14\n", - " 2.50895802e+13 -6.33090571e+14 -5.66733428e+14 -3.30749102e+14\n", - " -7.31575737e+15 -2.40412920e+15 -1.69339605e+15 1.67239378e+14\n", - " -4.19988182e+13 -5.38059816e+14 -1.48321237e+15 1.89452951e+15\n", - " 1.30739033e+15 1.44804412e+15 4.27020676e+14 -1.76030628e+15\n", - " -4.72705702e+15 2.69896945e+15 -1.51997919e+15 2.27981941e+14\n", - " 2.03449949e+14 -4.42639056e+15 -1.67474219e+15 1.45291803e+15\n", - " 4.07757226e+15 7.01714580e+13 -9.57964789e+14 2.11578919e+15\n", - " 4.01539587e+14 -1.80556178e+14 -6.57478208e+14 -1.16806488e+15\n", - " -2.92523811e+13 -2.37125291e+15 3.25943427e+15 8.11572196e+14\n", - " 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-4.63507665e+14 -2.12863362e+15\n", - " 1.44006091e+15 -1.15947442e+15 9.10032244e+14 -1.64501133e+14\n", - " 1.52794967e+15 -3.88853585e+14 6.11844608e+14 -8.56581891e+14\n", - " 5.11215299e+14 -1.26492466e+15 -1.49426780e+15 -4.07154550e+15\n", - " 1.59961744e+15 -1.78227769e+15 -1.97653680e+15 -3.17760756e+15\n", - " 6.23834623e+14 -4.55969072e+14 -1.34659071e+14 -1.61903069e+15\n", - " 7.30568124e+14 1.32955152e+15 -2.77305639e+15 -8.79774515e+13\n", - " 7.05813062e+15 3.74295188e+14 1.74339264e+15 -1.83817655e+14\n", - " 7.67877330e+14 -4.18802721e+13 1.74573849e+14 -1.19232898e+14\n", - " -1.32230017e+14 2.30427519e+14 -9.38913257e+14 -3.67599236e+15\n", - " -1.63796861e+15 9.34066903e+14 -1.76881086e+15 -2.08571263e+15\n", - " -5.72331224e+14 -1.81755352e+15 1.38035318e+15 1.21095848e+15\n", - " -5.90430724e+14 1.11680166e+15 1.38652236e+15 2.22600125e+15\n", - " -6.21723359e+14 8.03823951e+14 1.62174302e+14 4.17581787e+14\n", - " -1.68901211e+15 -3.74855967e+14 1.70491816e+15 -1.09707097e+15\n", - " 2.29097517e+15 -4.29473431e+14 7.95707463e+14 3.13041971e+14\n", - " 3.63695407e+14 1.56593824e+15 -8.98343739e+14 -2.76042324e+15\n", - " 1.69996817e+14 6.34157926e+14 -5.36285747e+14 9.97267871e+14\n", - " 7.25415558e+14 -4.45707968e+15 1.35433833e+15 2.13871653e+15\n", - " 3.69184512e+15 6.72827953e+14 1.81508622e+15 -8.30530437e+14\n", - " 7.55958185e+14 -2.43869029e+15 3.84982731e+14 -5.17991603e+14\n", - " -6.56763401e+14 -1.18610196e+15 1.43288750e+15 -1.01650159e+15\n", - " -7.54532901e+14 -1.62766764e+14 2.15910433e+15 -1.67278971e+15\n", - " 7.18068184e+14 -2.63071330e+15 5.39184155e+14 -2.03145967e+14\n", - " -6.88467965e+14 -1.41377203e+15 -1.92296655e+15 2.32741469e+15\n", - " -1.21341421e+15 1.63843138e+15 5.57368291e+14 -9.40994068e+13\n", - " -1.55779656e+15 -1.01167142e+14 1.32569158e+15 7.81531979e+14\n", - " 2.80443971e+14 1.42253015e+15 -2.61629584e+14 4.67615025e+14\n", - " 1.44576909e+13 -8.43316466e+14 4.14567190e+15 -9.15565220e+14\n", - " 1.19530018e+15 -1.43419731e+15 2.24197735e+15 7.00598398e+14\n", - " 1.14932579e+15 -9.68297906e+14 -1.92345545e+14 1.74004891e+15\n", - " 1.23102881e+15 -1.30980945e+15 -8.44037466e+14 -8.08021317e+14\n", - " 9.57480542e+14 -5.93669442e+14 3.00079103e+14 1.77070787e+15\n", - " 3.69060604e+15 1.40809738e+14 -1.91187306e+15 -1.15125116e+15\n", - " -2.08822279e+14 5.40057622e+14 -1.83928820e+15 6.81908501e+14\n", - " -2.93940893e+14 -8.16681643e+14 2.12655015e+14 -1.39016436e+15\n", - " 2.91617379e+14 1.03325073e+15 -6.14661468e+14 -1.38856624e+14\n", - " -3.15052181e+14 -1.04173659e+14 5.16656791e+14 2.28121500e+15\n", - " -1.13993902e+15 -7.46233267e+14 8.24953011e+14 -2.31031989e+15\n", - " -2.58773105e+15 1.01260002e+15 7.62482779e+14 -3.97616675e+14\n", - " 1.75829966e+15 -8.29887613e+14 2.28528377e+15 -4.50770267e+14\n", - " -4.17666587e+15 9.58341972e+13 6.90751298e+14 -1.86152679e+15\n", - " 3.16171779e+14 1.34271114e+15 -6.47144618e+15 -7.67409898e+14\n", - " -8.50831985e+14 1.08726215e+15 -9.75396122e+14 1.55300737e+15\n", - " -8.34510404e+14 -5.75486061e+14 4.79667495e+13 -6.01706584e+14\n", - " 6.02487571e+13 1.61358924e+15 -3.79124141e+14 -3.00320012e+14\n", - " 1.03911428e+15 -3.14699817e+14 -2.50977928e+15 -2.40758880e+15\n", - " -9.23367306e+14 1.89174322e+15 -1.16552037e+14 1.40682295e+15\n", - " 4.83089238e+13 4.51915320e+14 5.02862272e+14 4.37067642e+14\n", - " -1.83312504e+14 -7.89368670e+14 6.06285337e+13 -8.55835466e+14\n", - " -7.27357272e+14 9.00817944e+14 -8.17534997e+14 7.81289429e+14\n", - " -9.81216626e+14 1.65905866e+15 1.75389772e+14 -1.03480097e+14\n", - " -9.96968094e+14 6.66617399e+14 2.32549751e+14 1.90001979e+15\n", - " 7.47103165e+14 1.35889468e+13 3.39975249e+13 1.10133033e+15\n", - " -9.07033025e+14 1.58820001e+15 -1.69600525e+15 1.29279214e+14\n", - " -9.12350576e+14 1.04289784e+15 -4.91147587e+14 -2.72474252e+15\n", - " 3.75795325e+14 7.19303377e+14 1.49685842e+15 1.68008949e+14\n", - " 8.37374830e+14 -1.86042724e+14 1.05459613e+15 -2.73750047e+14\n", - " -3.16027055e+15 -1.73339298e+13 -1.25722192e+15 -1.73777129e+14\n", - " -7.55466948e+14 -4.93838972e+13 1.13481884e+15 -1.56479622e+15\n", - " 1.24872752e+14 -1.64825225e+15 -8.05919860e+13 5.25555083e+14\n", - " 1.29235265e+15 -1.37726685e+15 8.88234035e+14 -3.56191931e+14\n", - " -5.93939381e+14 2.77826766e+15 -7.88084599e+14 7.06194077e+14\n", - " 2.81624030e+15 -3.09490112e+15 3.01123807e+14 3.12719362e+14\n", - " 4.62289976e+14 4.67390155e+14 6.43769870e+14 -4.92586502e+14\n", - " 9.30495382e+14 -4.81011438e+14 1.83508445e+14 -7.28929192e+14\n", - " 1.98367605e+15 1.79401019e+15 1.22094912e+15 -1.33059156e+15\n", - " 2.17160663e+15 7.09801917e+14 -5.49332981e+14 -3.12938804e+14\n", - " 1.61855603e+15 6.32498560e+14 -1.75612312e+15 -1.47332757e+15\n", - " -7.89775815e+14 7.08202238e+14 2.57051319e+15 -1.08860487e+15\n", - " 3.10233501e+15 -2.47888690e+15 7.76739698e+14 -6.82402682e+14\n", - " 8.29823359e+14 -1.41147461e+15 -8.84469415e+14 3.15795632e+14\n", - " -6.82880724e+14 -4.64146239e+14 9.90188240e+14 -1.59166043e+15\n", - " -2.35160672e+15 1.20235590e+15 -9.82082374e+14 1.92107905e+15\n", - " 9.71975589e+14 -1.00306942e+15 -1.36036380e+15 -6.72253873e+14\n", - " -1.86256083e+15 -9.85500008e+14 -8.31083074e+14 -6.66219158e+14\n", - " 1.21811146e+14 3.63483346e+14 -1.14814293e+15 7.33635826e+14\n", - " -8.37514560e+14 -5.17176231e+14 -5.41086190e+14 -9.34616048e+14\n", - " 4.88970407e+14 6.81322164e+14 1.50405373e+15 -1.35709124e+15\n", - " 2.25099666e+15 8.08629760e+13 1.42010628e+15 8.72568487e+14\n", - " -6.34217118e+14 2.20218564e+15 6.29473941e+14 -1.51145563e+13\n", - " 5.80070978e+13 -2.77240706e+15 2.63214047e+14 1.40086597e+15\n", - " 1.45563147e+15 2.10014659e+15 1.66481442e+15 9.25397842e+14\n", - " -9.16324433e+14 -1.31485183e+15 -1.49743640e+15 4.20466094e+13\n", - " -1.59983016e+15 -1.38139884e+15 1.31890994e+15 -5.46758860e+14\n", - " 7.66463614e+14 -1.72038073e+15 -5.35009272e+14 5.78433594e+14\n", - " -3.80956572e+14 1.96832141e+14 1.02836109e+15 -5.88603714e+13\n", - " -3.90769725e+14 -4.60773691e+14 -1.87085253e+15 -3.60278175e+12\n", - " -7.46645689e+14 -2.36614524e+15 -7.63720313e+14 -6.16400027e+14\n", - " -2.80281071e+14 1.23695222e+15 -1.73479197e+15 -1.23512962e+14\n", - " -4.66219490e+14 -2.12502317e+14 -3.18576966e+13 2.51640318e+14\n", - " -3.73313347e+14 6.64843587e+14 1.16041145e+14 -1.36717894e+14\n", - " 7.39832514e+14 -1.91187414e+15 1.19103594e+15 -5.83711525e+14\n", - " 5.46322948e+14 -2.14791129e+15 3.68831454e+14 1.10765502e+15\n", - " 7.93107020e+14 1.42192140e+15 -6.66088114e+14 -1.05602473e+15\n", - " 1.31617102e+15 -1.89501575e+14 -2.30563729e+15 7.32256958e+14\n", - " 9.43548800e+14 -1.17137129e+15 -5.25449821e+14 -5.87917168e+14\n", - " 3.85444339e+14 -2.22857391e+13 -2.66038512e+15 3.55494808e+14\n", - " -5.35375698e+14 5.10116710e+14 -2.86586789e+14 4.24536598e+14\n", - " -8.07641522e+14 8.10010401e+13 1.58001524e+14 3.43811130e+12\n", - " -6.47120682e+14 1.15829032e+15 1.65114973e+15 5.25022303e+14\n", - " 3.25301438e+13 -1.62274196e+15 4.10759580e+14 -2.86973189e+15\n", - " 6.92278464e+14 1.58680193e+14 1.06355165e+15 -6.21550733e+14\n", - " -1.13946598e+15 1.43751017e+15 -3.10990076e+14 1.68428988e+14\n", - " -9.76845242e+14 -2.08045898e+15 -1.66865805e+13 -6.47218061e+14\n", - " -3.06951252e+13 -1.75915432e+15 -1.10904676e+15 -9.40369141e+14\n", - " 3.45244681e+14 6.78234955e+14 6.91466155e+14 -1.36533695e+14\n", - " 1.60955398e+15 1.90594306e+15 1.27160779e+15 8.41844800e+14\n", - " 8.63960049e+14 1.28196476e+14 -4.88582951e+14 1.68729421e+15\n", - " 6.24328160e+14 1.31374668e+15 -9.06783898e+14 1.77081864e+14\n", - " 1.11863684e+15 -7.52372595e+13 -1.09219210e+15 5.83603686e+14\n", - " -5.55444928e+14 5.50474708e+14 3.36252222e+14 -4.69285729e+14\n", - " -1.76747615e+14 3.93514528e+14 7.87903592e+14 -4.04035642e+14]\n", - "Found 342 total galaxies in catalog for cluster 23919\n", - "[ 4.09123800e+14 -1.56409940e+14 1.40845956e+15 -8.05862423e+15\n", - " 8.28310303e+14 -3.82639733e+14 -1.83314798e+14 -6.11844615e+13\n", - " 8.13053238e+14 -3.76618784e+14 1.32676288e+15 -3.46017285e+13\n", - " -3.04410602e+15 2.40529706e+15 -1.97310243e+15 -1.84438701e+14\n", - " 2.48539030e+15 3.90950155e+15 7.18863008e+15 -5.22236644e+14\n", - " 1.08879913e+15 2.49692786e+15 -1.94326046e+15 5.34822451e+15\n", - " -1.54697898e+15 -3.57896055e+15 2.16745889e+15 -8.78794599e+14\n", - " -1.88922803e+14 4.30353863e+15 -4.16236180e+14 2.09796877e+15\n", - " -1.61626426e+15 5.66978234e+15 -1.44911485e+15 -2.14947323e+15\n", - " 1.07953252e+15 -5.31468910e+15 5.35674425e+15 3.14120137e+15\n", - " -2.88890967e+14 -2.72717939e+15 2.33435011e+15 -1.28594220e+15\n", - " -4.32965272e+15 4.68447150e+14 -2.08070643e+15 2.76456992e+15\n", - " 3.82548633e+15 3.12002715e+15 4.40040787e+14 1.65623382e+14\n", - " 4.65893551e+15 3.67963904e+15 1.62365139e+15 1.89486189e+15\n", - " 2.13798892e+15 -7.51084959e+14 -2.18309148e+15 1.26510108e+14\n", - " 2.04612874e+15 -1.04526810e+15 -8.21194082e+14 -5.96198530e+14\n", - " 6.71182861e+13 -1.25920726e+15 -2.19353002e+15 2.45795342e+15\n", - " 4.17074296e+14 -3.53506837e+15 1.78989180e+15 2.65509957e+15\n", - " 2.17348269e+15 -1.96980641e+15 1.76967471e+15 7.92928421e+14\n", - " -2.27612424e+15 -2.17379507e+15 -9.00202570e+14 -1.70205042e+15\n", - " -1.11203634e+15 -1.06321015e+15 4.97920375e+15 1.09655457e+15\n", - " -2.20008821e+15 -6.38559823e+14 -1.59262183e+15 -1.04757658e+15\n", - " 3.43382199e+14 5.62287895e+15 -1.65419465e+15 3.09517790e+15\n", - " 7.63196224e+14 2.96824918e+15 4.89961158e+15 2.61117834e+15\n", - " 3.33556158e+14 4.55547075e+15 7.77901291e+15 -4.17837310e+14\n", - " -3.10034173e+14 1.28128177e+15 2.75864736e+15 -2.44929198e+15\n", - " 2.68265608e+15 1.65255223e+15 -2.45906628e+15 1.97963834e+15\n", - " 6.11693099e+15 6.51428268e+14 -6.57619923e+15 -5.59422420e+14\n", - " 6.60393830e+14 -3.23012366e+15 -3.46095774e+15 -2.37692253e+15\n", - " 4.19597341e+14 3.52143884e+15 2.60325939e+14 -2.23402269e+14\n", - " 3.13768301e+15 1.79607528e+14 -1.11377534e+15 6.14521940e+14\n", - " -5.27231380e+14 7.46100778e+14 -3.48692078e+15 -7.98754870e+14\n", - " 1.24911155e+15 -2.70312265e+15 1.67863121e+15 -1.05972790e+15\n", - " 6.07586852e+14 1.75265060e+14 -1.24607388e+15 2.00005280e+15\n", - " 1.71110926e+14 -2.55746057e+15 -6.84495634e+15 -5.40280242e+15\n", - " -1.45242976e+15 -9.81067821e+15 -2.06313680e+14 4.89600239e+14\n", - " -6.26737814e+13 2.99730293e+15 3.50480002e+14 -1.32757630e+15\n", - " 5.07414021e+14 1.33465273e+15 5.33074681e+14 1.12185157e+15\n", - " -1.49346620e+14 1.77936449e+15 1.42629699e+15 7.22041784e+14\n", - " -2.45729298e+15 1.99217385e+15 9.15314344e+13 6.35218534e+14\n", - " 2.79507540e+15 5.11773052e+14 -5.25394176e+13 1.74014849e+15\n", - " -6.41961428e+14 1.79301373e+15 8.70553095e+14 -5.41672053e+14\n", - " 6.55213661e+13 -5.80571047e+14 -1.11981326e+15 -3.75893591e+15\n", - " 1.21499770e+14 -4.63236529e+14 -1.09569331e+15 1.01343666e+15\n", - " -9.03472538e+13 -2.34975251e+14 -1.52472718e+15 4.61107628e+14\n", - " -2.79010380e+15 6.42205554e+14 1.16944725e+14 1.59718420e+14\n", - " 8.07653291e+13 -3.98815062e+14 -2.53696603e+15 -1.27621590e+15\n", - " 3.71152181e+14 1.24884778e+15 5.77582318e+14 3.48523605e+15\n", - " 7.26403554e+14 3.97107003e+13 -2.57689346e+15 -4.50139863e+14\n", - " -3.75574791e+14 -2.01528172e+15 -3.87567376e+14 2.07225678e+15\n", - " 8.43911020e+13 3.63237782e+14 -1.20340101e+15 -7.90826026e+13\n", - " 5.22696549e+14 1.49926516e+15 1.82161461e+15 2.41671242e+15\n", - " -3.86441564e+15 2.90645523e+15 1.20976208e+15 -9.62919538e+14\n", - " 5.19381999e+14 3.50262273e+14 6.56968153e+14 1.44335056e+15\n", - " -1.30118897e+15 6.36858693e+14 -1.83423962e+15 1.83342872e+15\n", - " -1.49008601e+15 1.22280168e+15 -9.83937123e+14 1.74297284e+13\n", - " 1.11826904e+14 1.54851487e+14 -3.87056680e+15 8.72865710e+14\n", - " -2.77570158e+15 -9.95341453e+14 2.54458735e+15 -9.73658000e+14\n", - " -1.98144132e+15 7.15584552e+13 -4.24762134e+14 -2.85275614e+15\n", - " 9.28655306e+14 4.91643184e+14 -3.57244154e+13 -9.29405741e+14\n", - " 1.50918194e+15 1.30089520e+15 -7.65037076e+14 -1.76474956e+15\n", - " 7.25499217e+14 -4.17436464e+14 -4.09399803e+14 -9.27113424e+14\n", - " 6.82803181e+14 -7.02608657e+14 -6.84562330e+14 5.26047990e+14\n", - " -9.12383101e+14 7.48106397e+14 1.71557841e+15 2.01805864e+15\n", - " -7.80385858e+14 1.06242100e+15 4.55309572e+14 -1.33414931e+13\n", - " 7.54402336e+14 4.70898443e+14 -2.74239645e+15 3.43918841e+15\n", - " -6.32341157e+14 8.75508933e+14 -3.73343866e+14 -2.10018023e+14\n", - " -6.79499515e+14 1.04301570e+15 -7.86049302e+14 1.05556694e+15\n", - " -8.70404599e+14 -1.00048768e+15 3.51480038e+15 6.79066372e+14\n", - " -3.72772947e+13 -2.59502365e+14 -1.96305339e+15 4.61103940e+14\n", - " -6.38001842e+14 1.90940187e+15 1.82776114e+15 1.63036807e+15\n", - " 1.18930949e+15 1.32337106e+15 -1.96513517e+15 -1.19332833e+15\n", - " -2.53292723e+15 -1.73169010e+15 1.13475258e+15 -1.07388556e+15\n", - " 7.95380213e+14 1.56496382e+14 6.37754319e+14 1.18574808e+15\n", - " 1.83818736e+15 -3.35534213e+15 -1.67952667e+14 1.94479733e+15\n", - " 1.27716948e+15 7.16324195e+14 -4.34583683e+14 7.69175935e+14\n", - " 9.09479071e+14 1.79076899e+15 -6.72979966e+14 -1.73137426e+15\n", - " 1.89031362e+15 -2.56819199e+14 -1.61266835e+14 -6.00830249e+14\n", - " 1.84903278e+14 2.53018407e+15 -1.38993763e+15 5.96958629e+13\n", - " -7.11511564e+14 1.95530968e+15 -3.55690922e+14 -4.34266865e+14\n", - " -9.13484391e+14 -8.65972646e+14 -7.72478419e+14 8.40871600e+14\n", - " 3.65542861e+14 6.53348588e+14 -1.42128529e+15 5.83448829e+14\n", - " 5.20257225e+14 -1.15541098e+15 -1.47358693e+14 -1.32947252e+14\n", - " -5.46727946e+14 1.45952740e+15 -8.89299537e+14 2.20298674e+14\n", - " 7.65729226e+14 -6.45733658e+14 8.22389791e+14 -1.48699405e+15\n", - " -1.45001629e+14 -5.22772162e+14]\n", - "Found 3197 total galaxies in catalog for cluster 16567\n", - "[-2.36266547e+13 5.21019880e+14 -2.85781557e+15 ... 4.14583250e+14\n", - " -1.52490291e+14 -5.73303462e+14]\n", - "Found 2110 total galaxies in catalog for cluster 41321\n", - "[-1.02981895e+15 1.31090672e+14 -6.39731487e+14 ... -8.73243562e+14\n", - " 7.98076633e+14 -2.30313459e+14]\n", - "Found 368 total galaxies in catalog for cluster 52141\n", - "[ 3.09201316e+14 -1.43405231e+15 -3.55235079e+14 2.52552207e+15\n", - " 5.16403238e+15 -1.67720545e+15 1.42442142e+15 -3.94063757e+14\n", - " -1.78481702e+15 7.61675086e+14 -1.98646670e+15 -1.05969642e+15\n", - " -1.06906908e+14 -3.62738675e+15 2.78538233e+14 2.32009586e+14\n", - " 4.72172994e+15 2.99376401e+15 -3.16207128e+15 4.30976385e+14\n", - " 7.68965962e+14 -5.30439363e+15 -7.41151921e+14 -3.41080258e+15\n", - " -3.56638146e+15 2.19036058e+15 1.15909294e+15 1.98435636e+14\n", - " 8.23858960e+15 -8.17557321e+14 -4.50214618e+12 2.27950771e+15\n", - " 2.45004390e+15 4.22576237e+14 8.64188780e+14 -5.84935183e+14\n", - " 2.49667473e+15 8.79710808e+14 -6.04648696e+15 -2.06933460e+15\n", - " -3.88446990e+15 1.53756891e+15 -1.00409364e+15 2.81830270e+15\n", - " -9.24422900e+14 3.57838343e+15 5.51241535e+15 1.29097078e+15\n", - " 1.30168698e+15 -1.30361708e+14 1.49912089e+15 -2.87461129e+15\n", - " 1.99645985e+14 -7.21757583e+14 2.03516082e+14 -3.26148121e+15\n", - " -2.73066896e+15 -3.35449170e+14 8.94082802e+14 1.13480947e+15\n", - " 1.27541405e+15 1.87735140e+15 -3.72281576e+15 1.41808717e+15\n", - " -1.97185419e+15 -8.09931910e+15 7.88506953e+15 1.09426442e+15\n", - " 2.26640642e+15 1.85087733e+14 1.16514159e+15 6.44190550e+14\n", - " 1.22496071e+15 -1.62633932e+15 -3.80813008e+14 -4.81242439e+14\n", - " 3.64263040e+14 -3.19396883e+15 -6.30769479e+15 2.93081136e+15\n", - " 3.28358803e+15 1.78528479e+15 -2.65419375e+15 5.11870589e+15\n", - " -4.16142953e+14 -3.75482757e+15 -7.14641866e+14 -8.28460658e+13\n", - " 1.16698254e+15 -2.68917496e+15 -4.25858339e+15 2.07757303e+15\n", - " 2.23228146e+15 -3.90040534e+14 2.10558279e+15 1.50269795e+15\n", - " -1.61692330e+15 -1.42077819e+15 9.23030099e+14 2.60756745e+15\n", - " -6.10318093e+14 -1.30166803e+15 1.78769932e+15 -3.88180061e+14\n", - " -8.00404697e+14 8.01385405e+14 -8.83125929e+14 -3.22071401e+15\n", - " -3.36744645e+15 1.16338410e+15 -6.04727478e+14 6.60752202e+14\n", - " 1.73679750e+15 1.01887049e+15 5.48630436e+14 -8.64100399e+14\n", - " -1.02666403e+15 -8.15849362e+13 -2.24586751e+14 -1.42048300e+15\n", - " 3.17559827e+15 -1.66535555e+15 -1.26337814e+15 2.47818129e+15\n", - " 8.06227681e+14 2.12375579e+15 -9.55749454e+14 4.57663101e+14\n", - " -1.31505164e+15 -3.04953133e+14 -1.62380836e+15 2.53934231e+15\n", - " 1.20981686e+15 1.15748086e+15 2.84559309e+11 2.40165135e+14\n", - " -1.37085708e+15 -9.19332053e+14 -3.15069506e+14 -4.46340457e+13\n", - " 7.04247388e+14 1.07449162e+15 -1.21993190e+15 -9.72944803e+14\n", - " 1.16946039e+15 -1.30860920e+14 4.80730679e+14 1.48943861e+15\n", - " 1.74122980e+15 -2.16909979e+15 -8.28504557e+14 -2.30174264e+15\n", - " 1.47661740e+14 6.54206311e+14 -1.98093961e+15 -1.82350457e+15\n", - " 2.99363914e+15 3.03796290e+15 2.82554870e+15 3.09896403e+15\n", - " -7.70879787e+14 6.38306925e+14 -8.31465441e+14 -8.55822632e+14\n", - " -1.49844124e+15 1.03924182e+15 -4.27435854e+14 -1.66284245e+15\n", - " 4.28586236e+15 -4.69745733e+14 -2.33934801e+14 7.78000044e+14\n", - " 5.62898315e+14 -2.65829440e+15 1.29994868e+15 3.30047985e+15\n", - " -4.04382553e+15 7.01476567e+14 8.44137302e+14 -2.12134233e+14\n", - " 6.95092822e+13 1.19789195e+15 8.72725395e+14 3.94361869e+15\n", - " 1.52133050e+15 -7.67713836e+14 -2.03062952e+15 -2.07221699e+15\n", - " 2.31640463e+15 1.09723600e+15 4.44917470e+14 3.67707484e+14\n", - " -1.38559950e+15 -4.23883775e+13 1.54276040e+15 1.39053962e+15\n", - " 9.01997525e+14 1.22572553e+15 1.17171959e+15 -7.80807706e+14\n", - " 2.45058539e+15 -9.21075230e+14 4.35514973e+14 1.73494923e+15\n", - " 1.12219990e+15 2.52647212e+15 3.79420971e+14 -1.28385052e+15\n", - " 1.05476652e+15 5.44823156e+14 -1.88614034e+15 3.95960589e+14\n", - " 1.17936992e+15 1.64470156e+15 1.87245177e+14 9.33372913e+14\n", - " -1.17184436e+15 -2.24742027e+15 -6.64364763e+14 -9.38446120e+14\n", - " 3.61380475e+14 4.70163650e+14 1.74052418e+15 -8.56268035e+14\n", - " -6.89746331e+14 2.22378257e+15 -7.11737445e+14 -7.38976094e+14\n", - " 2.85706945e+15 1.05851659e+15 4.82299646e+14 -2.29809087e+15\n", - " -6.75966925e+13 4.18217570e+14 2.42655220e+14 -2.63922344e+14\n", - " -1.92652399e+14 -5.81770604e+14 -5.43271122e+14 -1.90121602e+15\n", - " -8.55728355e+14 1.27475799e+15 9.52472825e+14 2.51114089e+15\n", - " -2.12073463e+14 -4.33765900e+13 3.52011919e+14 -3.81404653e+14\n", - " 1.00467654e+14 -2.97783473e+14 2.15852230e+14 -7.17458950e+14\n", - " -2.18150682e+15 -1.60875079e+15 1.90578408e+15 9.34807786e+14\n", - " -9.59573302e+14 8.49799066e+14 -8.75253424e+13 8.80196276e+14\n", - " 2.92146258e+14 3.75937329e+14 8.20484190e+14 2.20658696e+15\n", - " 1.76035216e+15 2.63505338e+15 -6.12243254e+14 -1.09498985e+15\n", - " -2.33166487e+14 5.38005201e+13 -1.31761250e+15 -9.45060791e+14\n", - " 3.19100881e+15 -1.24941004e+15 -2.23158749e+15 -6.99913492e+14\n", - " -2.09171435e+15 1.31073434e+15 -8.34260914e+14 2.81628730e+15\n", - " 1.04870909e+15 8.60701623e+14 2.24064854e+14 3.50836092e+14\n", - " -1.21387892e+15 1.46549050e+15 -3.29434355e+14 -1.34585693e+15\n", - " 6.14841636e+14 1.40889933e+15 7.05994436e+14 1.88649274e+15\n", - " -1.32982317e+15 7.99839487e+14 -6.98227443e+13 1.78174919e+14\n", - " -1.17681068e+15 -2.34579173e+15 9.18616378e+14 -8.81253324e+14\n", - " -1.46139387e+15 1.27563440e+15 -5.17445511e+13 1.58430761e+15\n", - " 1.45155419e+14 -2.24584931e+15 1.75430745e+14 1.16974542e+15\n", - " 2.07510870e+15 -5.48830742e+14 -1.18058577e+14 -9.26282713e+13\n", - " 2.19933714e+15 2.79417348e+14 7.47143098e+14 -3.93734221e+14\n", - " 1.26606696e+15 -1.18012628e+15 -1.68166386e+15 -2.71436818e+14\n", - " 1.30049943e+15 2.37683457e+15 1.08277964e+15 9.35418278e+14\n", - " 2.30390062e+15 8.66827455e+14 -4.50724719e+13 8.81304365e+14\n", - " -1.04350917e+15 -7.33143658e+13 -1.91682482e+15 -1.98773620e+15\n", - " 7.13584152e+14 -3.01799913e+14 9.79113723e+14 1.56753038e+15\n", - " 1.15303297e+15 1.82037649e+15 2.11952864e+15 8.56552730e+14\n", - " -1.05295304e+15 2.64423763e+15 -1.82148818e+14 -1.12418135e+14\n", - " 7.18207781e+14 -4.53765788e+14 1.56795223e+13 -6.21842221e+14\n", - " 1.77242050e+14 -7.56068122e+14 -1.11429194e+15 1.30689593e+15\n", - " -1.04406769e+15 4.92471133e+14 -5.55869105e+14 1.13110582e+15\n", - " 2.84010129e+14 -2.33091171e+14 -1.03076889e+15 -6.84170040e+14\n", - " -1.42807213e+15 1.12836125e+15 -1.58610718e+14 1.11637880e+15\n", - " 1.00940984e+15 5.34646331e+14 -8.20598704e+14 5.44021919e+13]\n", - "Found 2288 total galaxies in catalog for cluster 52451\n", - "[-1.99855724e+14 5.74977704e+14 2.51711568e+15 ... 5.13582265e+14\n", - " 2.00219716e+14 2.70815168e+14]\n", - "Found 1273 total galaxies in catalog for cluster 51057\n", - "[-5.77592599e+14 1.19695330e+15 9.35335302e+14 ... 3.29000665e+14\n", - " 4.96010217e+14 -4.30210659e+14]\n", - "Found 1986 total galaxies in catalog for cluster 14210\n", - "[ 3.66732523e+14 -5.42778432e+14 -7.57968585e+14 ... -7.38945616e+14\n", - " -4.70407093e+14 4.22774185e+14]\n", - "Found 2256 total galaxies in catalog for cluster 33410\n", - "[-2.11907885e+13 -1.40875028e+15 -3.36843615e+14 ... 9.48029406e+14\n", - " -2.44515092e+14 3.24947825e+14]\n", - "Found 2978 total galaxies in catalog for cluster 78132\n", - "[-1.10794332e+15 1.89498600e+15 -3.70788096e+15 ... -9.53738310e+14\n", - " 1.62484604e+14 4.16125663e+14]\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", - "Using single 2D shear calibration!\n", - "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 168710\n", - "Collecting data for cluster 0\n", - "Found 2416 total galaxies in catalog for cluster 11\n", - "[-7.84078591e+13 -1.00634301e+14 -3.19048159e+15 ... 7.20812384e+14\n", - " -4.77552103e+14 -4.47345378e+12]\n", - "Found 1982 total galaxies in catalog for cluster 827\n", - "[-8.46831090e+14 5.15085280e+14 -1.85691178e+15 ... -8.03486220e+14\n", - " -8.42444951e+14 -4.19608013e+14]\n", - "Found 1929 total galaxies in catalog for cluster 1985\n", - "[ 4.00798096e+14 -1.82269476e+15 9.61865720e+14 ... -7.99938076e+14\n", - " -1.07058421e+15 -2.95530953e+14]\n", - "Found 1887 total galaxies in catalog for cluster 1632\n", - "[-8.94770475e+14 4.96600824e+14 -1.86244835e+15 ... -3.54982182e+14\n", - " -2.30181381e+14 -4.35457154e+14]\n", - "Found 639 total galaxies in catalog for cluster 2453\n", - "[ 3.17901539e+14 -1.20173834e+15 1.96521915e+15 -7.65320022e+14\n", - " 2.15408572e+15 -6.83488687e+14 -1.66360820e+15 -1.38111094e+14\n", - " 6.09073706e+14 6.55727956e+14 1.50203827e+15 4.23140019e+15\n", - " -5.48812825e+15 -1.41933357e+15 2.65259082e+15 -1.36075730e+15\n", - " 2.51354537e+15 -5.91932694e+15 -3.62016948e+14 -8.16175853e+15\n", - " 1.22788868e+15 1.60257479e+15 1.08473754e+15 1.23446796e+14\n", - " -3.76759600e+15 1.34063631e+14 -3.05603404e+15 -2.83929091e+15\n", - " 8.06540128e+14 1.65371572e+14 2.11301947e+15 -1.50320952e+15\n", - " -1.76033451e+15 -3.70423259e+15 -5.06373053e+15 -1.53819805e+15\n", - " 7.37449815e+15 -2.89862043e+15 5.94223200e+15 2.25060088e+13\n", - " -3.32195612e+14 5.77637401e+15 -6.26074231e+15 -1.16156410e+15\n", - " 4.06447428e+15 4.44855940e+14 2.83914646e+14 8.51787090e+14\n", - " 1.21466035e+15 4.49690122e+14 -2.68145478e+15 -2.21506749e+15\n", - " 4.51329810e+14 1.14068697e+15 -1.94813624e+15 -1.09527766e+15\n", - " -4.53310308e+14 -1.16718374e+15 1.50873649e+15 -3.35997006e+15\n", - " -2.94346967e+15 6.94644019e+14 1.74857083e+15 2.71994900e+15\n", - " -1.76904857e+15 -3.56103624e+14 -3.59296928e+15 -4.08083870e+14\n", - " -3.21530685e+15 -5.57444454e+15 -7.19877849e+14 1.03309420e+13\n", - " 2.89153414e+15 -9.60957431e+14 -3.44345143e+15 -1.69587965e+15\n", - " -3.18230545e+15 -2.11982864e+14 1.64596726e+15 -1.99841567e+15\n", - " -2.05610536e+15 2.16831686e+15 -1.14003166e+15 1.56920741e+15\n", - " 2.30552185e+15 9.83585081e+13 1.12396846e+15 1.29592296e+15\n", - " 1.51524584e+15 3.30626740e+14 -1.05094797e+14 -1.71804680e+15\n", - " 1.09111833e+14 -1.97289682e+15 -1.34911972e+15 -2.71216543e+15\n", - " -3.29391976e+15 -6.28314706e+14 9.42407938e+14 -1.35834594e+15\n", - " 5.80514552e+14 2.59735166e+15 1.23947238e+15 1.77355355e+15\n", - " 7.29983171e+14 -5.00624799e+14 -9.02730373e+14 7.63249970e+14\n", - " -2.56076590e+14 -3.35993119e+14 -3.16141345e+15 2.46189192e+15\n", - " -4.02419287e+15 -8.89363815e+14 -7.05752539e+14 6.59502403e+13\n", - " -1.67366257e+15 -2.16298170e+15 -3.42405617e+15 8.35578347e+14\n", - " -5.96303311e+13 -1.59689110e+14 -1.35082449e+15 -3.87497362e+14\n", - " 5.50280707e+14 1.85121736e+15 4.67120886e+14 1.35374176e+15\n", - " -1.26081605e+15 -3.85066534e+15 -4.21222994e+14 4.60391053e+13\n", - " 1.89467221e+15 8.67177129e+14 -1.91674534e+14 5.09806188e+15\n", - " 1.61333721e+15 -5.79645383e+14 6.60516740e+14 1.10927757e+14\n", - " -2.38653505e+14 -4.92644451e+14 4.45286382e+15 5.71960863e+14\n", - " -2.63779287e+15 3.30507492e+14 8.78262269e+14 -1.65849555e+15\n", - " -7.37026761e+14 -6.29092214e+14 -3.11201838e+14 -9.81315916e+14\n", - " 3.32410833e+15 -1.79930247e+13 1.14407770e+15 -1.88759613e+15\n", - " -4.08723033e+14 -2.03281387e+15 -1.90174364e+15 1.01606769e+15\n", - " 4.57213571e+15 -2.65686708e+15 1.36298087e+15 8.68339402e+13\n", - " -4.60943633e+15 1.81132810e+15 -4.56649642e+14 1.71075540e+15\n", - " -1.28405594e+15 -9.62428151e+14 -1.41755799e+15 9.02281896e+14\n", - " 4.56743566e+14 3.41017502e+15 -3.86419442e+14 1.46078389e+15\n", - " -1.40713306e+15 2.18044487e+15 -9.12795621e+14 1.01553405e+15\n", - " -1.03536770e+15 2.63984577e+15 6.33249633e+14 -1.96702180e+15\n", - " -6.87113687e+14 2.49930036e+15 2.17765001e+15 -6.33195295e+14\n", - " -1.40489587e+15 1.93602775e+15 8.17263355e+14 3.49042718e+13\n", - " 2.79030537e+15 -1.82997685e+14 -3.26489921e+14 -8.28150969e+13\n", - " -1.11757535e+15 -8.79819999e+14 1.13948017e+14 -1.79165795e+15\n", - " 3.36076905e+12 2.20260733e+13 -1.84266162e+15 -2.07262153e+15\n", - " -7.37642481e+14 -1.06571681e+15 -3.00187944e+15 1.03982045e+14\n", - " -1.36346297e+15 -1.38197027e+15 -1.21625909e+15 5.29766268e+14\n", - " -1.65365613e+15 2.08930634e+13 -1.18651860e+15 -7.94514531e+13\n", - " 9.49320728e+14 -4.94329971e+14 2.58309699e+14 4.58150328e+14\n", - " -3.10536721e+14 4.74319720e+14 -1.54883538e+15 2.54635494e+15\n", - " 2.15953113e+15 2.38621086e+15 2.10617078e+13 2.05174258e+15\n", - " 4.53480123e+14 -2.02138343e+15 -1.23301246e+15 4.54723966e+14\n", - " -4.80958006e+14 1.40822052e+15 5.10546470e+14 1.30598866e+15\n", - " 2.36197537e+15 -1.92914820e+15 -1.60485731e+15 2.92246258e+15\n", - " -1.40487226e+15 -3.48068166e+14 1.94948340e+14 1.14923866e+15\n", - " 1.10098925e+15 1.42969683e+14 -1.44051918e+15 -9.62204424e+14\n", - " 9.81542242e+14 1.17378936e+15 1.32032863e+15 9.81885769e+14\n", - " 6.57858627e+14 -2.28605690e+15 -3.55167889e+14 1.17248971e+15\n", - " 8.11217925e+14 -2.28251269e+15 1.44264651e+14 5.42073330e+14\n", - " -2.87516135e+14 -2.18638038e+14 3.51969297e+14 4.23690110e+14\n", - " 1.82139997e+15 1.49341608e+15 -8.73027336e+14 8.44449204e+14\n", - " -4.43634265e+14 -6.49633848e+14 -4.72082058e+14 -4.36307345e+14\n", - " -7.39596100e+14 -1.99532934e+15 8.61670109e+14 -1.44966116e+15\n", - " -2.27667065e+15 2.42734140e+14 -1.12296065e+15 1.78950596e+15\n", - " -4.58266804e+14 9.34550075e+14 -1.19039198e+13 -9.71408451e+14\n", - " 1.13377602e+15 9.76683316e+14 1.47579514e+15 1.31055898e+15\n", - " 1.03599217e+15 1.03278429e+15 1.68868116e+15 1.15162694e+15\n", - " 2.18727096e+15 1.27019642e+15 2.76455879e+14 -1.71263771e+15\n", - " -1.60943475e+15 1.88834956e+15 -2.98389921e+14 -4.68090438e+14\n", - " 5.44568085e+14 6.89213988e+13 1.19688930e+15 -8.41089453e+14\n", - " -6.69864475e+14 -1.84403336e+14 9.04632311e+14 -3.99702513e+14\n", - " 9.82490585e+14 -3.82881759e+14 -6.61603299e+14 9.59592161e+14\n", - " 2.46458091e+14 -1.55033450e+15 3.35024475e+14 8.33522802e+14\n", - " 3.03599381e+13 -4.75820953e+14 -1.70970343e+15 -4.05721294e+14\n", - " -9.44792866e+13 3.30889184e+15 7.30861193e+14 -1.71951963e+15\n", - " -6.00140014e+14 -1.08944730e+15 -4.32754270e+14 -2.94193905e+15\n", - " 9.28343207e+14 -1.98901719e+15 -6.95849482e+14 -4.50983140e+14\n", - " 5.50370422e+14 1.50952648e+15 3.16201945e+15 -8.57304737e+14\n", - " 1.44509419e+15 1.57581047e+15 -2.11311205e+15 -7.08982762e+14\n", - " -1.36717262e+15 1.33265145e+15 1.59210551e+15 1.57195031e+15\n", - " 9.26595564e+14 8.62271983e+13 1.84046703e+15 -2.45686580e+14\n", - " 7.57490925e+14 -1.72289997e+15 2.03289221e+15 1.26104006e+15\n", - " 4.35246408e+14 2.17447330e+15 2.03664175e+14 -1.78811620e+14\n", - " -5.72884569e+14 -1.05692048e+14 -6.88761063e+14 1.62409826e+15\n", - " 3.76614423e+14 1.09046348e+15 -1.67783438e+14 -1.37224173e+15\n", - " -8.30372881e+13 1.11725024e+15 -7.54221482e+14 -2.36951309e+15\n", - " -1.20614090e+15 -6.44226310e+14 2.09273455e+14 -7.02744206e+14\n", - " -5.41392168e+14 3.92339653e+15 6.53481727e+14 -4.58804115e+14\n", - " 1.64998551e+15 -4.41414866e+14 -2.55415219e+14 -1.25722703e+15\n", - " 1.41706853e+14 1.34657520e+15 2.78118572e+14 1.10129971e+15\n", - " 1.27606414e+15 -3.86279380e+14 2.32801423e+15 1.14420332e+15\n", - " -1.12650816e+15 5.39549464e+14 5.27734351e+14 -1.76664377e+15\n", - " 1.29430727e+15 2.89985455e+14 2.39379810e+15 2.43301966e+14\n", - " 2.45970092e+15 1.63084861e+14 2.51439141e+14 -1.12189316e+14\n", - " -1.55112280e+15 -1.79386074e+15 3.03017002e+14 1.96171667e+15\n", - " 8.69354571e+14 1.22259831e+14 -1.66942716e+14 7.41026746e+14\n", - " 3.50317717e+15 6.14497906e+14 -5.88305747e+14 -4.27336291e+14\n", - " -2.27051324e+15 2.00377415e+15 -1.60505553e+15 2.36651626e+14\n", - " 4.26135654e+14 -1.67028361e+14 9.30556581e+14 2.60111221e+14\n", - " -1.47223732e+14 5.84663523e+14 -1.53702328e+15 6.63610826e+14\n", - " 1.00045288e+15 6.68046977e+14 1.38462293e+14 -1.28879078e+14\n", - " -6.84225624e+14 -1.11967933e+14 -7.88279089e+14 6.31104124e+14\n", - " 3.17021497e+15 4.86026129e+14 9.28988570e+14 2.73849089e+14\n", - " 2.50180090e+14 -8.85974548e+14 -2.08576403e+15 7.08567387e+13\n", - " -1.22932812e+15 3.98435552e+14 5.47090106e+15 -1.89622308e+15\n", - " 7.34317002e+14 -8.91693210e+14 1.22787472e+15 -4.55544577e+14\n", - " -1.30215313e+14 4.74352311e+14 1.40814279e+14 6.42429277e+14\n", - " -5.31846100e+14 8.16767707e+14 2.30602500e+15 1.07043385e+15\n", - " -1.87081473e+14 7.91942305e+14 1.29630758e+15 -2.64228469e+14\n", - " -6.99536678e+14 -3.31283322e+14 -4.03972321e+15 2.26353796e+14\n", - " -2.38836304e+14 1.31547830e+15 5.37671217e+14 -1.38118905e+15\n", - " -1.65260350e+15 2.17497562e+14 -1.87679638e+14 -2.74295065e+14\n", - " 1.46249084e+15 1.31420385e+14 1.57365826e+15 -8.21463698e+14\n", - " 5.39205401e+14 8.27528329e+13 1.37654260e+15 -1.47843783e+15\n", - " 2.89295196e+13 9.62796078e+14 2.57329998e+15 6.82260944e+14\n", - " -7.60769086e+14 1.40476887e+15 1.14093203e+15 1.85964728e+15\n", - " -6.70013767e+14 -5.23207485e+14 -3.76569373e+13 4.25998535e+13\n", - " -9.34815926e+14 -1.50673269e+14 2.31212558e+15 -6.49583083e+14\n", - " 2.22253001e+15 8.78288859e+14 1.81076917e+15 3.79056268e+14\n", - " -1.23340360e+15 -7.62565244e+14 1.18313002e+15 5.05693592e+14\n", - " -1.01760072e+14 1.23468256e+15 1.30220671e+15 -2.94620567e+14\n", - " 1.15416770e+15 -8.35207373e+14 -8.71891115e+14 -9.12556412e+14\n", - " 6.69788826e+13 1.92822832e+15 -1.94321995e+15 3.89301920e+14\n", - " 2.27497581e+15 -6.79603187e+14 3.60929369e+14 9.38393551e+14\n", - " -1.95890905e+15 1.71727120e+15 -6.57467277e+14 5.41077175e+14\n", - " 6.34385933e+14 -3.36460861e+15 -2.25600400e+14 -1.01726521e+15\n", - " 4.94108517e+13 -1.89436267e+14 5.10039592e+14 2.10030902e+14\n", - " 1.66102020e+15 -6.72974464e+14 -2.07785601e+14 9.39568817e+14\n", - " 5.04948403e+14 1.90947893e+15 8.49930318e+14 -7.98066615e+13\n", - " 4.96423129e+14 1.04497661e+15 -6.84682004e+14 -1.72394986e+14\n", - " 1.88508675e+15 5.21609702e+14 1.15892448e+15 -1.55968053e+15\n", - " 1.48685914e+15 -1.11923016e+15 -1.56648493e+15 7.07432260e+14\n", - " 7.64340128e+14 6.97831894e+14 -1.98922771e+15 8.71545649e+14\n", - " 2.11845561e+15 1.54964365e+15 -1.27938452e+15 -6.07543926e+14\n", - " 2.30350720e+13 -1.47199996e+15 -8.42501281e+14 -2.24123896e+15\n", - " 1.14374472e+15 5.51674780e+14 1.62689147e+15 -1.58582331e+15\n", - " 5.97023010e+15 -2.05880191e+15 -7.67832354e+14 3.19590359e+14\n", - " -2.09085350e+14 1.35105747e+15 1.23162513e+14 4.91217882e+14\n", - " 6.50929742e+14 1.42705206e+15 -2.52809008e+14 -1.48196424e+15\n", - " 9.94581272e+13 1.18841728e+15 1.74721806e+15 6.36321918e+14\n", - " 1.61968443e+13 -8.80048703e+14 1.71384917e+14 -1.33669647e+14\n", - " -1.03218369e+15 -7.64195644e+14 9.73266696e+14 -2.13680406e+14\n", - " -1.81436486e+15 -1.53566688e+15 -8.26534543e+13 1.14758055e+15\n", - " -5.33214995e+14 1.96703311e+15 1.15572648e+15 1.04728711e+14\n", - " -9.69652004e+14 3.03590649e+14 -1.27206660e+14 -6.47700645e+14\n", - " -2.57283683e+15 6.74687622e+14 -2.11664923e+14 3.80625611e+15\n", - " -2.13390734e+14 1.27075750e+15 1.38327904e+15 4.25220492e+13\n", - " -2.19473690e+13 -8.78522344e+14 -6.72903341e+14 -1.45062657e+14\n", - " 7.13939778e+14 -7.21557115e+14 8.23849186e+14 9.25285927e+14\n", - " -1.59616819e+14 5.13961107e+14 -8.43742776e+13 -2.85905432e+14\n", - " -1.35925750e+15 4.40641253e+14 -1.22775857e+15 1.08794357e+14\n", - " 1.30499440e+14 -7.42688889e+14 -1.05241816e+15 2.55494869e+14\n", - " -9.85172249e+14 -3.68551689e+13 -9.44230082e+13 1.56873065e+15\n", - " -3.24017305e+14 1.69380869e+14 3.78109943e+14]\n", - "Found 3068 total galaxies in catalog for cluster 2678\n", - "[-2.48291919e+15 3.58325592e+15 1.98706130e+14 ... 4.70434671e+14\n", - " 9.61785497e+13 3.42119433e+14]\n", - "Found 722 total galaxies in catalog for cluster 4643\n", - "[-6.10171816e+14 -1.08471463e+15 -2.21196630e+15 2.00353886e+15\n", - " -6.10463193e+15 8.96564122e+14 8.82717452e+14 -4.00409096e+14\n", - " -4.54966709e+15 6.87843518e+14 -3.88795067e+15 -1.92027011e+15\n", - " 1.49151429e+15 4.40400089e+15 2.41060522e+13 3.52704706e+15\n", - " -7.23279933e+14 -2.26818932e+15 1.82940062e+14 2.88046176e+15\n", - " 1.79265489e+15 -1.99801446e+15 -5.35236018e+14 -4.82349822e+15\n", - " -1.19599143e+15 -1.33250602e+15 -3.25056303e+15 3.07437935e+15\n", - " -1.81715063e+15 4.68151992e+15 -1.33677818e+15 -1.25807045e+15\n", - " -1.23057604e+15 5.58586572e+15 -1.43414895e+15 3.16999863e+15\n", - " -2.12840059e+14 -7.89501606e+14 -1.65979310e+15 -5.30716123e+14\n", - " 7.92322156e+14 -9.62513250e+14 1.51281106e+15 9.36904275e+14\n", - " -4.49879190e+15 3.41453603e+14 1.51880042e+15 1.67663310e+15\n", - " 2.57652204e+15 -2.92769625e+15 1.79833944e+15 -1.73138475e+15\n", - " 3.43100651e+14 1.52361154e+15 -1.92158566e+15 8.29461390e+14\n", - " -1.57158307e+15 -2.68199833e+15 -1.14063062e+13 2.82190151e+15\n", - " -3.75295604e+15 1.35087680e+15 6.70298466e+14 1.83640603e+15\n", - " 5.34641976e+14 -1.65946638e+15 1.74073099e+15 8.36185756e+14\n", - " -4.94088507e+14 -2.33821985e+13 -2.57056140e+15 6.02531444e+14\n", - " 5.25729104e+15 7.77598973e+14 -1.80934426e+15 -2.55683802e+15\n", - " -9.60039994e+14 -8.50041618e+14 9.43869425e+13 3.03281283e+15\n", - " 3.66218118e+15 -4.22080188e+15 -2.72988538e+14 1.53257881e+12\n", - " -6.09067213e+14 -3.19336741e+15 -2.41396150e+15 4.68515442e+14\n", - " 1.38067990e+15 -4.87259767e+15 -1.38243616e+15 -6.29314397e+14\n", - " 1.01082350e+15 1.25548263e+15 -2.42722638e+15 5.96116228e+14\n", - " -2.78051975e+15 4.51725483e+15 7.81208004e+14 -3.19516206e+14\n", - " -1.22785733e+15 2.40122914e+15 1.13536927e+15 -2.18815096e+15\n", - " -4.88382310e+14 -7.58336683e+13 -2.32149521e+15 8.90218899e+14\n", - " -6.06503664e+14 -5.15922356e+14 1.43274187e+15 1.15170039e+15\n", - " -1.51447401e+15 -1.93626571e+15 4.84160665e+14 2.62131970e+14\n", - " -1.86907316e+15 -5.99413809e+15 1.05448405e+15 1.72864933e+15\n", - " 2.53896533e+15 1.45773802e+14 -1.59281153e+13 -1.17244931e+15\n", - " 1.20455185e+15 9.33679093e+14 1.29939541e+15 -5.05628958e+15\n", - " -1.33978575e+15 -3.51518404e+15 2.21778160e+15 -3.28125404e+15\n", - " -1.53317872e+15 -2.32414920e+15 -3.17075771e+14 -1.95033025e+15\n", - " 1.04259446e+15 1.99467725e+15 2.67727940e+15 -6.23329482e+14\n", - " -2.13960360e+15 -8.07775344e+14 1.93542365e+15 -2.23948222e+15\n", - " -3.24970406e+15 -2.51974828e+15 -4.67961265e+15 -1.30306755e+15\n", - " 4.49609527e+15 -1.11607106e+15 1.66287996e+15 2.15205271e+15\n", - " 2.73521965e+15 2.06628703e+15 -1.91329093e+14 6.40587205e+14\n", - " -2.57213384e+15 -6.21462534e+14 -1.25480711e+15 -2.95696102e+15\n", - " 1.11513858e+15 -7.42542724e+14 1.16756191e+15 1.44080276e+15\n", - " 4.03308486e+14 9.24311691e+14 -3.68271973e+14 4.18441316e+14\n", - " 1.64394850e+14 1.24963154e+15 -1.24272243e+15 -5.01353757e+14\n", - " 1.63303245e+15 9.38378378e+14 -3.32025389e+14 -3.43720115e+14\n", - " -9.89568860e+13 3.47360087e+15 1.07009748e+15 2.20958447e+15\n", - " 2.04962531e+15 -8.29401494e+13 -1.95689454e+15 1.37007611e+14\n", - " 7.39601755e+14 2.33228742e+15 -4.04714408e+15 2.16882754e+14\n", - " 4.29963517e+15 1.42877282e+15 1.96737949e+14 6.06840901e+15\n", - " 3.05204733e+15 5.12059162e+15 2.39372070e+15 2.30033424e+15\n", - " -4.81098150e+15 -1.27724947e+15 1.36042088e+15 1.52593534e+15\n", - " -1.27256812e+15 1.75087816e+15 1.44697377e+15 -9.30403791e+14\n", - " 2.23843598e+15 2.40996670e+15 1.62968569e+15 3.66491617e+15\n", - " 2.13750801e+14 -5.59995149e+14 -1.91049114e+15 1.44818352e+15\n", - " 8.40498635e+14 -1.63104880e+15 -1.09714638e+15 -9.38301616e+14\n", - " -1.10475765e+15 -7.10873370e+14 4.97310150e+14 -8.01792175e+14\n", - " -5.40529512e+15 8.55805227e+14 -8.55092597e+14 -1.82298607e+14\n", - " 1.28935640e+15 4.35216561e+14 1.70917530e+15 -1.22232233e+15\n", - " 3.39615621e+14 -9.96514136e+13 4.35742564e+13 -1.04156211e+15\n", - " 1.71571219e+15 7.43916595e+14 1.28803122e+15 -7.26037886e+14\n", - " 2.20804984e+15 -1.26523899e+15 1.06156916e+15 -1.23419199e+15\n", - " 8.83043245e+14 -9.81001288e+13 -2.39662121e+15 -1.37623535e+15\n", - " -2.67959935e+15 -1.98440974e+15 2.66850971e+14 -9.14946745e+14\n", - " -5.44104189e+14 -1.64151264e+15 -4.22614466e+15 1.27533431e+15\n", - " -1.26058291e+15 3.33460115e+15 -9.70999654e+14 1.01683379e+14\n", - " 4.38238760e+13 -3.19361020e+14 -9.05996476e+14 1.17808428e+15\n", - " -1.20452004e+15 -3.99329972e+14 1.61246119e+15 -1.63867372e+15\n", - " -5.72979319e+14 9.29042916e+14 1.71775006e+15 1.42408706e+15\n", - " -1.61103081e+15 2.18380727e+15 -1.03396192e+15 -2.62572208e+14\n", - " 9.85110838e+13 -3.86564704e+14 -1.31252518e+15 -7.62247230e+14\n", - " -2.45289604e+14 2.92885156e+13 2.78115558e+15 3.33863921e+15\n", - " -9.74223702e+14 1.02680972e+15 1.66286797e+14 -7.29148393e+13\n", - " -1.32211223e+15 3.51581177e+13 -4.97696372e+14 -6.99808117e+13\n", - " 6.62980927e+14 5.15869878e+14 -4.14868108e+14 -3.15953671e+13\n", - " -1.80669927e+15 9.97804087e+14 -1.50838623e+15 5.21316603e+13\n", - " -4.81142648e+14 8.94411617e+14 5.44014511e+13 1.72674302e+15\n", - " -6.95474256e+14 1.94680585e+15 -2.19005490e+15 2.14581732e+15\n", - " -3.16503548e+14 -2.20650315e+15 3.82262167e+14 -2.40358316e+14\n", - " -2.73591565e+14 -1.24637362e+15 -4.80994330e+15 -1.81874876e+15\n", - " 1.92003407e+15 -6.94007235e+14 6.19330555e+14 -1.74450350e+15\n", - " 2.56667559e+15 1.76225977e+15 7.38915917e+14 6.76417450e+15\n", - " -7.61654987e+13 5.68552820e+13 -1.05232801e+15 1.24570219e+15\n", - " -4.19403190e+14 -1.50965974e+15 8.25224393e+14 1.71066577e+15\n", - " 1.07911116e+15 -1.98158738e+15 -3.15614705e+14 -1.32649305e+15\n", - " -1.47868117e+15 6.69050843e+14 -1.09919004e+15 1.36832990e+15\n", - " -1.68168194e+15 -1.97764306e+15 2.30544065e+15 1.28035487e+15\n", - " -5.58106683e+14 5.05489210e+14 1.25118535e+15 -2.70144452e+15\n", - " -2.16699956e+15 1.07240469e+15 -8.77768710e+13 7.97135571e+14\n", - " -2.17435260e+15 -6.82175495e+13 2.19171768e+14 -1.73075008e+15\n", - " 6.17899860e+14 1.16398056e+15 3.13033384e+14 7.27978292e+14\n", - " -8.00887204e+14 -2.58576606e+14 -2.48990328e+14 -9.16175722e+14\n", - " -1.41391028e+14 -1.85863783e+15 -1.37234943e+15 1.95971283e+15\n", - " -3.12918133e+14 -2.69082318e+15 1.37917374e+15 -1.72231923e+14\n", - " 5.03265979e+15 6.12902791e+14 -8.11879206e+14 1.94063319e+15\n", - " 1.72005676e+15 6.14154190e+14 -2.49839439e+15 -1.05544535e+15\n", - " -9.42714566e+14 5.57231070e+14 2.26330608e+15 -7.72836473e+14\n", - " 1.51545354e+15 2.96387376e+15 -3.89184182e+14 -1.31708035e+15\n", - " 1.46746251e+14 -1.37742216e+15 -4.26953222e+14 -6.39999851e+14\n", - " 9.05467547e+14 -2.58968225e+14 3.87870517e+15 1.85809886e+15\n", - " 1.37958297e+15 2.84994382e+15 1.03458317e+14 7.45855080e+14\n", - " 1.04967819e+15 2.91838682e+14 -6.93211021e+14 -8.90319069e+14\n", - " 1.27625908e+15 1.33045159e+15 8.65209142e+14 3.61102363e+15\n", - " 1.54096472e+15 1.18819904e+15 5.00619568e+14 1.60933437e+15\n", - " -2.08563616e+15 1.66438454e+15 2.62860289e+15 -5.72268379e+14\n", - " -2.72770010e+14 -3.94916758e+14 -4.03196525e+14 2.49167076e+15\n", - " 1.65909275e+15 -1.17520805e+15 -3.99671775e+14 -2.09825461e+14\n", - " -9.28415852e+14 3.12163119e+14 4.25002558e+14 7.04000768e+14\n", - " -3.47936590e+14 -9.38290548e+14 -2.01453703e+14 3.59214184e+14\n", - " -8.22556654e+14 5.59928017e+14 2.10286462e+15 9.09638837e+13\n", - " -7.76107214e+14 -3.72005817e+13 -1.33992815e+15 1.21063419e+15\n", - " 1.90943916e+15 2.52443434e+15 -1.19303154e+14 -7.50433235e+14\n", - " -7.69984586e+14 1.72814764e+15 -1.67281009e+15 1.21396812e+15\n", - " 2.82238578e+15 1.34450944e+15 4.87818602e+14 -4.00007377e+15\n", - " 3.69575440e+14 -8.37766177e+14 -8.76601048e+14 3.58275717e+14\n", - " 1.37921712e+15 1.93358361e+14 8.59069761e+14 8.01518537e+14\n", - " 2.75702985e+14 8.79326284e+14 -6.00249846e+14 -7.33962473e+14\n", - " 2.08849120e+14 3.51831406e+14 -5.02582479e+14 -1.44601339e+15\n", - " 1.06268060e+15 9.73420530e+14 -6.70398338e+14 -1.16492834e+15\n", - " -9.30065683e+14 1.28462902e+15 -2.26048007e+15 3.15062455e+14\n", - " -5.55316780e+14 3.72890320e+14 -5.55320115e+14 -3.73432286e+14\n", - " -1.66677180e+15 -9.89935520e+14 6.03225500e+14 -1.64231361e+15\n", - " -1.82506378e+15 -1.69247357e+15 7.10129033e+13 -2.30473695e+14\n", - " -1.06826208e+15 2.90212089e+14 -1.46280552e+15 -3.40864582e+13\n", - " 9.42184147e+14 1.36728391e+15 -1.71794556e+15 -2.84921864e+14\n", - " 4.87993725e+14 4.04428354e+14 1.38685807e+14 2.46317312e+14\n", - " 1.44788119e+15 -1.03371247e+15 4.23751357e+14 -2.23146602e+14\n", - " -1.80909561e+15 -2.66319736e+14 1.86164831e+15 1.15851737e+14\n", - " 1.43828212e+15 1.03201557e+15 -8.51335424e+13 4.37619352e+14\n", - " -1.69531418e+15 8.73962931e+13 -1.57076816e+15 -3.00962084e+14\n", - " 6.79398606e+14 1.22308222e+15 -5.88985873e+14 1.63054809e+15\n", - " 8.07522868e+14 -2.99355756e+13 -5.93451359e+13 -3.13695688e+15\n", - " -3.00666129e+14 -5.65966433e+14 1.93984570e+14 -2.78477900e+15\n", - " 1.65734926e+14 1.62538367e+14 8.41490768e+14 2.58337098e+15\n", - " 1.85470153e+15 -3.94960748e+14 -7.38198076e+13 1.00962049e+15\n", - " -3.69322574e+14 9.43153962e+14 1.25857530e+14 -7.18333234e+14\n", - " -7.83902223e+13 -1.96738804e+15 -1.66043815e+15 -1.41822576e+15\n", - " 1.39163960e+15 -1.47420436e+15 -1.00149238e+15 -1.12171602e+15\n", - " 1.43397402e+15 -2.46251551e+15 -7.58172774e+14 -1.70479403e+15\n", - " -9.73547128e+14 -9.67759936e+13 6.04785097e+14 5.26430411e+14\n", - " -9.59457734e+14 9.97965317e+13 -4.39424418e+14 5.81766943e+14\n", - " 1.23169946e+14 1.76628818e+15 1.13287651e+15 3.25804794e+14\n", - " -2.32938704e+15 1.01506361e+15 -1.21294797e+15 -4.16970089e+14\n", - " 3.08722200e+14 6.33877842e+13 -1.40404661e+15 -1.41798410e+15\n", - " 1.80342839e+15 2.94688411e+14 -8.44557615e+14 2.80207297e+14\n", - " -7.72326106e+14 6.05637627e+14 -5.97337970e+14 -1.06116541e+15\n", - " 1.18564096e+14 -1.83503111e+15 2.03686477e+15 -2.25859798e+15\n", - " -1.49096174e+15 5.11438145e+14 3.33919432e+15 -2.72990044e+14\n", - " 1.06559124e+14 -3.54047470e+14 -2.25738869e+15 4.09777485e+14\n", - " 2.26778225e+15 7.44000240e+14 2.19794673e+15 1.33955029e+15\n", - " -1.90484374e+15 1.39134958e+15 -1.36589026e+15 -1.18953912e+15\n", - " -1.88920258e+15 9.96856561e+14 -4.32179539e+14 -1.40346029e+15\n", - " 7.56600501e+14 2.39397554e+15 2.24143513e+14 1.93444037e+15\n", - " -3.55760543e+14 -6.89350185e+14 1.96863763e+15 -4.47767581e+15\n", - " 2.28614187e+14 1.28647030e+14 1.33705497e+14 6.76044519e+14\n", - " -1.82702021e+14 8.16658888e+14 1.18525752e+15 -1.36453536e+15\n", - " -6.68968415e+14 -1.20788858e+15 7.72577185e+14 9.54465629e+14\n", - " -9.02033284e+14 -8.72092743e+13 -8.36068282e+14 -4.36167493e+12\n", - " -1.36564958e+15 -1.79180924e+15 -1.71032979e+14 6.72630326e+12\n", - " 4.85116291e+14 -1.00098343e+15 -6.30808252e+13 -1.31794089e+15\n", - " 1.49336232e+15 5.72800810e+14 8.46817337e+14 -6.69984561e+14\n", - " 1.08209706e+15 -4.46591529e+14 1.41847242e+14 3.12324652e+14\n", - " -1.31585196e+15 1.52962789e+14 -5.64004498e+14 -1.45109991e+15\n", - " -8.61813099e+14 -8.27299478e+14 1.02039831e+15 3.00140350e+14\n", - " -7.74362480e+14 9.40462698e+14 -1.78103336e+15 6.17533292e+14\n", - " 4.91194477e+14 2.98732274e+14 1.84479624e+14 7.01264123e+14\n", - " 1.26539724e+15 9.37891868e+14 -4.34006644e+14 -1.48679120e+15\n", - " -4.39692316e+14 5.74177055e+14 5.43614540e+14 6.45304104e+14\n", - " -9.33395688e+14 1.47084968e+14 1.08237551e+15 4.82538496e+14\n", - " 1.01906656e+15 -1.68919274e+15 5.30058248e+14 -5.28034876e+13\n", - " 4.27585338e+15 -8.13039732e+14 -2.03172032e+13 -1.29927138e+13\n", - " 3.64000689e+14 -4.19760646e+14 1.00263868e+15 8.24888793e+14\n", - " -3.04695557e+14 6.50702053e+14 -1.65031491e+15 2.97327022e+14\n", - " -5.75991579e+14 4.04025879e+14 7.79213634e+14 6.11299109e+14\n", - " 7.22579134e+14 2.21614114e+15 4.04469065e+13 6.56458127e+14\n", - " -2.30879040e+15 6.32056868e+14 2.38060280e+14 -9.20937936e+14\n", - " 7.31873793e+14 2.93191363e+14 6.49263523e+14 8.52751632e+14\n", - " -5.68761344e+14 5.80190518e+14 2.42825277e+14 -1.86174136e+15\n", - " 3.84752036e+13 2.58855333e+14 -9.56027500e+14 3.56907899e+13\n", - " -4.37072648e+14 -1.60137043e+15 -3.27940497e+14 4.25741025e+13\n", - " 5.95415482e+14 1.67674460e+15 -1.32474466e+15 1.05423277e+15\n", - " -8.75740120e+14 9.73746189e+14 8.19309470e+14 -1.42952341e+15\n", - " 1.99841970e+13 -1.03667909e+14]\n", - "Found 244 total galaxies in catalog for cluster 5084\n", - "[-4.54034882e+15 -1.20974714e+15 2.74449519e+14 4.83128128e+15\n", - " -2.10497943e+15 -5.96236435e+14 5.93828650e+14 -6.34118364e+14\n", - " -2.07572675e+14 2.50177998e+15 1.96726361e+15 -5.69940521e+15\n", - " -2.18491693e+15 -4.16719182e+14 2.14305897e+15 -2.54694871e+15\n", - " 7.38553554e+12 -1.28543908e+14 5.94969311e+15 -5.99268918e+15\n", - " -4.74406047e+14 1.45605106e+15 1.42886542e+15 -1.78940143e+15\n", - " -2.69067411e+15 -2.11233151e+15 -1.58527535e+15 3.39436584e+15\n", - " -4.33211449e+15 2.55686359e+15 -2.78808638e+15 -1.61877323e+15\n", - " 2.81518079e+15 -4.70001360e+15 -3.26539127e+15 -4.06215303e+15\n", - " -3.67488586e+15 -5.55650062e+14 -4.31765591e+15 9.20273553e+13\n", - " 6.54821682e+15 1.01067807e+15 8.93122816e+14 -3.58965634e+15\n", - " 2.36494748e+15 3.53051480e+15 -5.91976316e+15 -8.05646059e+14\n", - " -1.50201745e+15 1.17699364e+14 7.29473751e+14 4.50244333e+14\n", - " 7.62978453e+14 -3.54077021e+15 -2.31926582e+15 -3.02594435e+15\n", - " 3.03088672e+15 -2.89012508e+15 -2.36205048e+15 7.31681772e+14\n", - " 3.99427603e+14 1.69487244e+15 7.21321651e+14 8.05439316e+14\n", - " -1.55210575e+15 1.85799370e+15 -3.03215730e+15 -1.52289012e+15\n", - " -1.17369766e+15 -1.22363897e+15 3.73993511e+15 2.13042989e+15\n", - " -1.09452375e+15 2.15478829e+14 -2.63654050e+15 -4.52639481e+15\n", - " 1.85930252e+15 1.91007904e+15 3.07905605e+15 2.84104238e+15\n", - " -3.79044592e+15 -4.99967039e+14 -9.87510270e+14 7.42451572e+15\n", - " -2.82017705e+15 -2.27374647e+15 -1.55860027e+15 -4.20902160e+15\n", - " 7.46805452e+15 -2.31542366e+14 1.23014288e+15 -1.69496203e+15\n", - " -6.89830365e+14 -1.83579799e+15 6.03441446e+14 8.77455039e+14\n", - " 1.21139428e+14 4.57041895e+14 -1.33411770e+14 1.69221846e+15\n", - " 3.32424658e+15 2.24750473e+15 -4.81064155e+14 3.58151543e+14\n", - " -1.66907513e+15 -1.31253584e+15 2.68274024e+15 2.55610256e+15\n", - " -4.36310232e+15 -4.77042566e+15 -5.02996691e+15 4.48808985e+14\n", - " -3.32511665e+14 -1.24970621e+15 -9.60514916e+14 1.38421511e+15\n", - " -1.11426154e+15 -1.68092858e+15 -4.06415438e+15 2.25763300e+14\n", - " 1.46758324e+15 1.18770998e+15 4.78510911e+14 7.00408000e+14\n", - " 2.16488283e+15 -2.09316457e+14 -1.64304365e+15 3.04360606e+13\n", - " 3.13707028e+14 -4.68639470e+14 2.53064946e+15 1.17622950e+15\n", - " -3.51481324e+14 -2.34476335e+14 1.71724986e+14 2.86384805e+14\n", - " 6.25887781e+14 8.63265171e+13 -5.37861583e+14 -1.12205497e+15\n", - " 3.67759506e+14 1.78528528e+15 1.04216243e+15 -7.81718433e+14\n", - " -4.51075610e+14 1.78476428e+14 -9.52637925e+14 6.09688594e+14\n", - " -1.84465126e+14 2.95301562e+15 1.46669710e+15 1.52982570e+15\n", - " -9.11984710e+14 -1.56226636e+15 6.44253069e+14 1.61529426e+15\n", - " 2.08140762e+15 6.58333111e+14 2.75402656e+15 -2.57226013e+15\n", - " 8.79787082e+14 1.13622885e+15 7.04701529e+14 -6.98421764e+14\n", - " 6.68832885e+14 -4.79582868e+14 1.51816184e+14 -9.36120375e+14\n", - " -1.33570433e+14 1.66402979e+14 -1.06870212e+15 -2.36454597e+15\n", - " 5.83415727e+15 6.79714814e+14 -1.48383447e+15 -2.57677867e+14\n", - " 9.12700978e+14 -1.08496777e+15 -1.02331202e+15 -1.34287229e+15\n", - " 7.27546751e+14 -1.28571202e+15 8.94933635e+14 1.91113903e+15\n", - " -2.35026686e+15 4.19103260e+14 -6.12991611e+14 -1.35465318e+15\n", - " 7.19498121e+14 4.07929602e+14 -9.60869686e+14 4.38416613e+14\n", - " 8.17085884e+14 -5.26744140e+14 8.26610385e+14 9.94255118e+14\n", - " -1.13093817e+15 1.85847882e+15 1.74595912e+15 9.28162102e+14\n", - " 1.89937284e+15 2.78164208e+14 -9.99438360e+14 8.84581052e+14\n", - " -2.02589834e+15 -3.08269712e+14 -8.40551055e+14 5.24487086e+15\n", - " -2.47523148e+15 1.09283198e+14 -3.48604615e+14 1.42430044e+15\n", - " 2.46541354e+13 4.96518808e+14 -1.13609606e+15 2.04558124e+15\n", - " 3.67541340e+15 1.56239803e+15 -7.88180052e+14 -6.78137782e+14\n", - " -1.19469142e+14 -3.94182386e+14 1.98456307e+15 -5.24369240e+14\n", - " -1.09728957e+14 1.86943251e+15 -6.58611917e+14 1.69979856e+15\n", - " -5.96301722e+13 -1.22088587e+15 3.16095965e+14 -2.07147054e+15\n", - " -5.73344817e+14 -1.01620468e+15 1.50257804e+15 -6.85237707e+14\n", - " 6.85760195e+14 -4.96746644e+14 1.39258883e+15 -3.68363340e+14\n", - " 1.64407272e+14 9.91819750e+14 -1.45172355e+15 1.04068623e+15]\n", - "Found 1803 total galaxies in catalog for cluster 4434\n", - "[-1.57890522e+15 -3.17177467e+15 -1.41479950e+15 ... 4.14418180e+14\n", - " 1.45062278e+15 -7.13722766e+14]\n", - "Found 1408 total galaxies in catalog for cluster 3939\n", - "[ 5.34008102e+14 -1.61782718e+15 -5.30107907e+14 ... -7.44420051e+14\n", - " 1.38793598e+13 -6.52196899e+13]\n", - "Found 4123 total galaxies in catalog for cluster 6139\n", - "[-1.12985380e+15 2.23087137e+15 -1.89662924e+14 ... 7.26301945e+14\n", - " 5.69075393e+14 4.37631211e+14]\n", - "Found 1196 total galaxies in catalog for cluster 4709\n", - "[ 2.88226834e+15 3.90421346e+15 -3.37213732e+15 ... -3.17756142e+14\n", - " -1.45303612e+14 -6.75438890e+14]\n", - "Found 3401 total galaxies in catalog for cluster 7121\n", - "[-9.57281308e+14 -1.14890803e+15 -5.26311601e+14 ... -5.09348451e+14\n", - " -1.92720361e+14 -4.21603958e+14]\n", - "Found 2874 total galaxies in catalog for cluster 8547\n", - "[ 3.67050207e+14 -2.17500419e+15 -5.52108051e+14 ... -6.26864844e+14\n", - " -1.58083935e+14 -3.08599408e+14]\n", - "Found 448 total galaxies in catalog for cluster 8685\n", - "[-1.00729843e+15 4.97332346e+15 -4.48123100e+15 -5.72075790e+14\n", - " -1.87400672e+15 -2.43585869e+15 7.19596906e+14 6.31408541e+14\n", - " 1.30950348e+15 -4.11486278e+15 1.23991564e+14 7.05954286e+13\n", - " -4.73929684e+14 9.51941528e+14 -2.76261187e+15 1.08703907e+15\n", - " 9.99677885e+14 2.84365317e+14 -1.15272885e+13 2.40356748e+15\n", - " 1.31185929e+14 7.01546462e+15 2.34319633e+14 1.21093105e+15\n", - " -4.31491722e+14 6.96579444e+14 9.17273539e+14 -1.93368020e+15\n", - " -1.26718379e+15 4.32683775e+15 -3.52269278e+15 7.61907348e+14\n", - " -2.94941136e+15 6.71632869e+15 -4.55375497e+15 -8.05293578e+14\n", - " -6.30850540e+15 2.55515816e+15 -1.32356996e+14 9.41989024e+14\n", - " 2.20268633e+15 -3.60927892e+15 -5.40561878e+15 -1.85235720e+15\n", - " -3.20095260e+15 3.20776191e+15 2.39134797e+15 -1.12916917e+15\n", - " -1.84899572e+15 -3.49713185e+13 5.64009275e+15 2.17443422e+15\n", - " -3.47089974e+15 7.48718153e+15 3.40355703e+14 5.27408718e+15\n", - " -1.87945574e+15 1.72050946e+15 -5.54786214e+15 -7.82189384e+15\n", - " 2.66741179e+15 -6.29871502e+14 -5.33170491e+13 -1.23553054e+15\n", - " -4.05163773e+15 -5.98794922e+15 -2.59031652e+14 -1.26846479e+14\n", - " 1.27641924e+15 -3.38105448e+13 -2.34760556e+15 -7.88140016e+14\n", - " 1.26619904e+15 -2.00826989e+15 -3.23104126e+15 -1.82677292e+14\n", - " 2.81518766e+14 8.39381810e+15 6.08853449e+15 1.88151274e+15\n", - " 5.04931096e+15 2.18032882e+14 2.93129031e+15 2.11575925e+15\n", - " -2.52672889e+15 6.61510322e+15 -8.37528402e+14 -3.90366281e+14\n", - " -3.53580415e+14 -3.63401519e+15 -8.89612918e+14 -2.06013187e+15\n", - " 2.83869253e+15 2.40035022e+15 4.32681080e+14 5.17945906e+14\n", - " -1.96085795e+15 4.32007370e+15 3.19725098e+15 -3.66517996e+15\n", - " -2.33348027e+15 3.82551701e+14 -1.70250413e+15 6.11351625e+14\n", - " 2.08982938e+15 -4.43383211e+13 -3.29448996e+15 -9.45999082e+14\n", - " 3.02431266e+15 9.16700732e+14 -1.01002755e+15 6.01258201e+15\n", - " -4.57231368e+14 -5.41697971e+14 -2.57775308e+15 -3.52656855e+14\n", - " 1.67847951e+15 7.06157147e+15 5.30570335e+15 3.95381778e+14\n", - " 2.04924589e+14 -4.62403119e+15 9.82266775e+13 -2.24398496e+14\n", - " 2.72309440e+15 1.32223203e+15 1.54847144e+15 6.77184162e+14\n", - " 1.90934826e+14 -1.07654326e+15 2.01516130e+15 7.36543655e+14\n", - " 9.26655867e+14 1.87719425e+15 2.10611615e+15 3.01485982e+14\n", - " -2.73891540e+15 -4.81959949e+14 6.95857354e+14 -6.01252534e+14\n", - " -2.90730786e+15 2.38107656e+14 -1.17697639e+16 -1.58575665e+15\n", - " -2.27375102e+15 -1.45079038e+15 -3.68831762e+14 -3.31143169e+14\n", - " 3.87210595e+14 -1.55997372e+14 -1.78737585e+15 -3.36403711e+15\n", - " -2.06812407e+14 -3.55321286e+14 2.87032680e+13 -9.94225492e+14\n", - " 2.78500937e+14 -9.87630471e+14 1.85186874e+15 -1.96889546e+14\n", - " -3.35157357e+15 1.74269613e+15 2.69270200e+15 -2.06808887e+15\n", - " 1.80160087e+15 -1.84073779e+14 -1.69065676e+15 -3.06663913e+15\n", - " 1.76113802e+15 -2.71147887e+14 -9.22223634e+14 -1.98118869e+15\n", - " -5.28913784e+14 1.22658149e+15 -3.89633932e+15 1.84071178e+15\n", - " -1.04781552e+15 -1.32243522e+15 1.90598049e+14 1.53223979e+15\n", - " -2.52964703e+15 3.33145937e+15 2.00805075e+15 3.79500322e+15\n", - " 1.24902644e+15 -2.64362841e+15 -1.34401250e+15 -2.00343090e+15\n", - " -1.42027273e+15 1.37836322e+15 -3.34942437e+14 2.67201219e+15\n", - " 1.69754765e+15 -8.51561108e+14 2.65099799e+14 2.57012444e+15\n", - " 1.18221349e+15 -9.18099583e+13 -1.38984521e+15 1.32619386e+15\n", - " 1.32736309e+15 -2.92714366e+15 -1.53382773e+15 1.49867012e+15\n", - " -4.25610188e+15 1.24997251e+15 1.35125425e+15 -1.92313301e+15\n", - " -8.23160571e+14 1.28447197e+15 -2.78113711e+15 -8.74406291e+14\n", - " 9.44429880e+14 9.18214925e+14 -4.45570938e+14 4.43235583e+14\n", - " 1.35439184e+15 2.14306061e+15 -1.32758758e+15 2.85165635e+13\n", - " -1.15563379e+15 -5.22568805e+14 -4.45537186e+14 -3.46842986e+15\n", - " 4.61377088e+14 2.39770671e+15 -2.13598357e+13 -7.02057949e+14\n", - " -1.41174531e+14 -1.99932957e+15 1.21288209e+15 4.10578455e+15\n", - " -2.00614743e+14 -3.17126883e+15 3.24821158e+15 -3.81906731e+14\n", - " 7.28671040e+14 -4.04207672e+14 2.33301527e+15 -2.56190103e+15\n", - " -1.12935471e+15 -2.30221517e+15 2.36924266e+15 -8.77069793e+14\n", - " -4.01538066e+14 -4.38444757e+14 6.59577435e+13 1.79560830e+14\n", - " -2.20684457e+15 -2.90797275e+14 1.07430457e+15 8.50848569e+13\n", - " -3.37410866e+14 -2.14458330e+15 7.88994506e+14 4.49504279e+14\n", - " -2.28075526e+15 1.05594174e+15 4.95931237e+14 5.53436164e+13\n", - " -2.36575128e+15 3.05918928e+14 -4.36818970e+15 6.98676139e+14\n", - " 3.56922247e+15 1.34417262e+15 3.09422286e+14 2.21920803e+15\n", - " 6.63800060e+13 1.68155614e+15 1.67902434e+15 3.08721619e+15\n", - " -1.07821915e+15 -6.46929396e+14 -9.36208143e+14 1.06911925e+14\n", - " -4.03697405e+15 -6.87392146e+14 2.38625678e+15 1.36039637e+15\n", - " -3.59620519e+14 -5.01178766e+14 -5.25666262e+14 -1.20048509e+15\n", - " -1.97869643e+15 -5.63292535e+14 -1.67725759e+15 -6.23112781e+14\n", - " 4.21153221e+14 2.70864826e+14 8.07189603e+14 1.00719436e+15\n", - " 2.40264637e+14 8.80635496e+14 1.56133178e+15 1.78605667e+15\n", - " -2.42035047e+15 -1.44738785e+15 2.63249979e+15 1.13890131e+15\n", - " -3.18545427e+14 -4.64684960e+14 -2.09850226e+15 -1.30044744e+15\n", - " -8.63453314e+14 -1.56350711e+15 -5.90651833e+13 -1.45359407e+15\n", - " -7.58591943e+14 4.67705095e+14 -3.61962983e+14 4.93701835e+15\n", - " -6.97556853e+13 2.30745175e+15 6.14902659e+14 -3.37723332e+13\n", - " 2.43984815e+15 3.04058120e+15 -2.05669604e+15 4.71001118e+14\n", - " -2.47230010e+15 -2.63988529e+15 3.77104698e+14 -1.28718326e+15\n", - " -1.16919935e+15 7.57883055e+14 3.36178729e+14 -1.81998805e+15\n", - " 1.48047245e+15 -1.49843665e+15 1.92386514e+15 1.00129698e+15\n", - " -3.80004795e+15 6.03155313e+14 -9.00011693e+14 2.42776925e+15\n", - " -2.23090141e+15 -8.40516908e+14 2.21494126e+15 -1.35293176e+15\n", - " -5.52330619e+14 -2.64533186e+14 1.46873914e+15 -1.02972558e+15\n", - " 1.76481919e+15 1.62258325e+15 2.41330973e+14 1.54936952e+14\n", - " 8.95205249e+14 1.07860640e+15 -4.08641264e+14 -1.13428123e+15\n", - " 1.20347615e+15 4.26406874e+14 2.09877588e+15 -2.99741205e+15\n", - " 2.76383836e+14 1.19677611e+15 -5.18037061e+13 3.40120081e+15\n", - " 8.55080261e+14 2.33657601e+14 1.12854953e+14 1.32417067e+14\n", - " -3.40375549e+15 -7.98438603e+14 1.07263563e+15 -4.20137075e+14\n", - " -2.35815972e+15 9.61755457e+14 4.69381219e+14 4.04964284e+14\n", - " -3.35408529e+15 2.31323417e+15 1.05781822e+15 -9.51033852e+14\n", - " -1.41612379e+15 2.58755800e+15 -8.09052766e+14 5.81973241e+14\n", - " -4.62413778e+14 -1.40800500e+15 1.84616532e+15 5.10545601e+14\n", - " -5.56657863e+15 -3.37666580e+14 4.76455735e+14 -4.12905625e+14\n", - " 6.61101919e+14 -1.97471221e+14 2.20071997e+15 -1.59451515e+14\n", - " -2.04747657e+15 -1.47183491e+15 -1.97771869e+15 -1.81985132e+15\n", - " 1.33270843e+15 7.97078683e+14 2.41907553e+15 -1.22249781e+15\n", - " -3.10713941e+14 1.54095509e+15 9.38122274e+14 1.75776143e+14\n", - " -3.85956855e+15 1.07979122e+14 -3.15483208e+14 -9.06474537e+14\n", - " 9.39765815e+14 6.07559627e+14 2.43052102e+15 3.98782837e+14\n", - " 1.63118982e+15 2.97446095e+14 4.52549682e+14 -5.20985574e+14\n", - " -4.51072932e+13 -1.13628268e+15 1.10320424e+15 8.48584930e+14\n", - " 1.04630262e+15 -1.27043653e+15 6.90257359e+14 -1.29064732e+15\n", - " 5.60467489e+14 3.42497753e+14 -7.37891104e+14 -5.95754115e+14\n", - " -1.51608856e+15 7.72271704e+14 2.49635819e+15 9.63270514e+14\n", - " -6.79286946e+14 -6.42313809e+13 -1.75799819e+15 2.29259299e+14\n", - " 1.36521966e+15 1.19245434e+15 -5.14929907e+14 2.81894904e+14\n", - " -3.24822514e+14 2.33133164e+14 -7.15342865e+14 -1.81661591e+14\n", - " -1.17198672e+15 8.02781789e+14 3.59301528e+14 1.21366252e+15]\n", - "Found 354 total galaxies in catalog for cluster 8995\n", - "[-5.61856096e+14 2.22290898e+15 -2.29108211e+15 -4.82773058e+15\n", - " 1.26603576e+14 -5.70686032e+15 -2.55147544e+15 -2.45225648e+15\n", - " 2.83926157e+15 2.47501574e+15 9.77457792e+14 -1.24399118e+15\n", - " -1.55220042e+15 1.31498207e+14 -2.40538550e+14 -5.44444179e+14\n", - " -8.67306726e+14 -1.00097043e+15 6.07072064e+14 1.67836825e+15\n", - " -3.44488549e+14 3.69980455e+15 -5.04699505e+14 -1.57460917e+14\n", - " -2.34819029e+14 -3.90415704e+15 -3.38567344e+13 -1.24252839e+15\n", - " 1.82095039e+15 -2.73715484e+15 1.67660686e+15 -2.50009134e+15\n", - " 1.22474903e+15 4.18956854e+15 2.79724303e+14 5.92004011e+13\n", - " 1.54857593e+15 1.33775671e+15 -1.53457474e+15 -2.51983778e+15\n", - " 1.70083469e+15 3.78252508e+15 2.30019495e+15 -4.23899407e+15\n", - " -2.26608937e+15 -7.14172050e+14 -9.89442254e+13 4.50089762e+15\n", - " 1.70455956e+15 2.43929968e+15 7.20616506e+14 1.04874147e+15\n", - " 2.93750572e+15 -1.10430838e+15 -4.23687409e+13 -1.67929571e+15\n", - " -5.21190846e+13 2.02664471e+15 1.34426221e+14 3.16677285e+14\n", - " 1.85468882e+15 -3.50113622e+15 1.07576882e+14 1.16355872e+15\n", - " 1.03122175e+15 9.34895023e+14 -6.78800580e+14 1.81375844e+15\n", - " 1.56962389e+15 -6.59182338e+14 2.59500556e+15 1.70184806e+15\n", - " 6.27678166e+14 3.25562676e+15 -3.60056166e+15 -1.43397309e+14\n", - " -1.99527653e+15 -1.02413489e+15 1.12870043e+15 -3.80176267e+15\n", - " -9.99460833e+13 -1.91392398e+15 -7.94776350e+14 3.85268696e+15\n", - " -2.54179172e+14 -1.00833403e+15 4.14925783e+14 -1.38792597e+15\n", - " -1.63392890e+14 1.57645776e+15 -2.71628848e+15 -1.00399921e+15\n", - " -1.44662518e+15 5.59967465e+15 -2.48504124e+15 -2.44506305e+15\n", - " -2.05094746e+15 4.62122851e+14 5.94592170e+14 1.44311811e+15\n", - " -2.15440218e+14 -1.27492864e+15 -4.05262275e+14 -2.67924501e+15\n", - " -3.51806158e+15 1.87730087e+15 6.95100572e+13 1.78080288e+15\n", - " 5.64019105e+15 1.96536539e+15 3.43208246e+15 1.04434893e+15\n", - " -3.39034254e+15 -4.45765299e+14 2.33385736e+15 6.71226090e+14\n", - " 6.14991831e+14 4.64069724e+13 -5.05224938e+14 -3.34605445e+15\n", - " 2.98127484e+15 9.85281510e+13 9.39461665e+14 -2.23429518e+15\n", - " -4.09076181e+14 -2.17018193e+15 -2.65520853e+15 -3.23454982e+14\n", - " -1.44870144e+15 2.79620370e+15 5.93593715e+14 -3.08752574e+14\n", - " 1.56038776e+15 -9.08625016e+14 -2.86748829e+14 -5.45100768e+13\n", - " -6.14379921e+14 -9.43338050e+14 2.64994988e+13 5.38825204e+14\n", - " 4.70779995e+14 -1.64899375e+15 1.90802646e+15 1.78378081e+15\n", - " -9.31916273e+14 -1.90187463e+15 -1.07213011e+15 2.11781080e+15\n", - " 1.45613020e+15 -5.19674659e+14 1.60839284e+15 -9.17003838e+14\n", - " 3.99144530e+12 -2.00681127e+15 8.72460948e+14 1.28573660e+15\n", - " 3.54958563e+15 4.89864603e+14 -2.07556220e+15 1.61529580e+15\n", - " 1.96804307e+15 -2.37781227e+15 1.30102164e+15 1.22709003e+15\n", - " -1.29681627e+15 2.05045575e+14 9.92068708e+14 1.29929568e+15\n", - " 2.00717618e+15 -9.73402015e+14 -3.84816580e+14 -9.07688198e+14\n", - " 8.27666153e+13 4.35525513e+14 9.27211554e+14 -1.87168289e+15\n", - " 9.72735835e+14 -4.35178979e+15 8.16501080e+13 1.75272397e+15\n", - " 3.32853754e+14 -8.56741132e+14 -6.99704780e+14 -7.88746082e+14\n", - " 7.08659346e+14 1.99149541e+15 -1.53339442e+14 9.43166815e+13\n", - " 1.92616237e+15 -2.55603191e+13 2.24939313e+14 -4.39787533e+14\n", - " -1.59945281e+15 5.90484363e+14 1.68558369e+15 -2.68195413e+15\n", - " 1.58014766e+15 -6.61424979e+14 3.53018837e+15 1.03565676e+14\n", - " 3.77784304e+15 -4.12014952e+13 -1.32084477e+15 -1.46699207e+15\n", - " -1.64711079e+15 -3.93674134e+14 8.73520858e+14 -9.89463307e+14\n", - " -1.46967078e+15 1.62953775e+15 -3.48888095e+15 -4.02042309e+15\n", - " -5.03982744e+14 -1.41134156e+15 -9.10038671e+14 -6.57292813e+14\n", - " 2.06573527e+14 1.12896259e+15 3.57723139e+15 -1.15347889e+15\n", - " 4.84287679e+14 1.85890333e+15 1.26674464e+14 1.14631548e+15\n", - " 1.93597188e+14 -8.52314129e+14 1.28229305e+14 -1.84470915e+15\n", - " 1.94632861e+15 -2.40678253e+15 -2.17572420e+15 3.65676103e+15\n", - " 1.18336407e+15 -4.20676961e+14 9.29719446e+14 1.08712283e+15\n", - " -1.20359944e+15 9.39763456e+14 9.68131343e+14 9.51637400e+14\n", - " 3.25431070e+13 1.25668779e+15 7.80115298e+14 -2.93851469e+15\n", - " -3.90045530e+14 8.14745715e+14 3.96303574e+14 1.35735966e+15\n", - " -5.86913125e+14 2.11457193e+15 9.59954228e+14 -2.23099296e+14\n", - " -1.32480114e+15 8.02356376e+14 3.52241426e+15 7.66490983e+13\n", - " -6.61590769e+14 -3.34713788e+14 2.54200277e+14 2.27774077e+15\n", - " -3.19574139e+15 -1.84206279e+15 2.49397977e+15 -4.78451454e+14\n", - " 1.40197955e+15 4.01505402e+14 4.99203764e+14 -1.38686202e+15\n", - " 3.42850134e+15 2.50855900e+14 2.16218827e+14 -6.62646637e+13\n", - " 6.55065112e+14 -7.97326548e+14 -2.67805196e+15 -1.35209794e+15\n", - " 2.90954647e+15 -2.36099202e+14 2.69781443e+14 -1.84688258e+14\n", - " 1.37412653e+14 -1.89807243e+15 -9.07602788e+14 -2.93079437e+14\n", - " 6.02311984e+14 8.84951354e+14 -1.30037602e+15 1.41663673e+14\n", - " -1.65311871e+15 3.52052470e+14 1.12656555e+15 -8.79461406e+14\n", - " 1.41483127e+15 1.85471281e+14 -4.05258264e+14 -1.44953295e+15\n", - " -1.98282233e+14 -1.20144139e+15 8.03570994e+13 1.29933078e+15\n", - " -2.12738449e+15 5.19260753e+14 1.43250933e+15 -5.24383578e+14\n", - " -4.61446894e+14 6.56232319e+14 -9.14466959e+14 -1.15444883e+15\n", - " -7.14918235e+14 1.54727995e+15 9.94139888e+13 -8.82489161e+14\n", - " 8.87179046e+14 5.04868654e+15 -1.37116794e+15 5.69553860e+14\n", - " -1.28296014e+14 -4.97871397e+14 8.66596470e+14 6.43096989e+14\n", - " 1.42674916e+15 -7.12821513e+14 -3.79002441e+14 4.71007309e+14\n", - " 1.81813391e+15 1.19010956e+15 1.33054622e+15 8.17356977e+14\n", - " 1.75600738e+15 1.90791475e+15 4.50535010e+14 1.67112242e+13\n", - " 1.53291138e+15 -1.27699342e+15 -5.41491453e+14 9.35079925e+14\n", - " -7.81328952e+14 6.47178600e+14 3.50391809e+14 -2.37093822e+15\n", - " -4.85656473e+14 -7.83642377e+14 -1.40425270e+14 -4.95421603e+14\n", - " -3.43050322e+14 -9.12261666e+14 8.94951857e+13 5.26022085e+14\n", - " 5.52764468e+14 1.85529063e+14 -7.02817571e+14 2.20893865e+15\n", - " 7.76665775e+14 -9.41021070e+14]\n", - "Found 3085 total galaxies in catalog for cluster 7698\n", - "[-2.46739241e+15 1.44888168e+15 -1.02704537e+15 ... 1.08381682e+15\n", - " 6.89982225e+14 -4.27895076e+14]\n", - "Found 5985 total galaxies in catalog for cluster 10999\n", - "[-3.05001878e+15 -2.24331085e+15 -6.57589382e+14 ... 1.04084770e+15\n", - " 4.48371987e+14 3.20214091e+14]\n", - "Found 444 total galaxies in catalog for cluster 9029\n", - "[-2.30410452e+15 1.75727402e+15 -1.51311670e+15 1.06163162e+15\n", - " -3.26951013e+15 -9.32363580e+14 1.03398760e+15 -4.52410295e+15\n", - " 2.16057800e+15 1.15240461e+15 -6.13527899e+15 -8.44495648e+14\n", - " -6.57815553e+15 -1.85513385e+15 -3.13735467e+15 -8.66511431e+14\n", - " -3.22285661e+15 2.33063973e+15 -9.98537410e+14 8.56317687e+14\n", - " -1.65137478e+15 -1.25804106e+14 3.29451680e+15 -3.23021119e+15\n", - " 2.61629839e+15 6.29497163e+14 1.35036429e+15 5.41998788e+15\n", - " -3.27646332e+14 7.65790736e+14 4.03454651e+14 -6.41030138e+14\n", - " -1.58703316e+14 -2.39625580e+15 -7.81622795e+14 4.34780889e+15\n", - " 1.74080256e+15 -2.99459602e+15 1.32281276e+13 7.82465582e+14\n", - " 1.91871688e+15 6.49211521e+14 -1.77422682e+14 2.57775892e+13\n", - " 2.01110606e+15 -2.98714527e+15 -1.42519034e+15 2.50438768e+15\n", - " 1.53655271e+13 3.46997093e+14 -2.34252558e+15 -2.04895446e+14\n", - " -1.62677174e+15 -1.83045721e+15 -2.11117981e+15 -1.71239611e+14\n", - " -1.39541690e+15 2.44559012e+15 -2.10566484e+15 -2.28012945e+15\n", - " 1.89762962e+15 -2.53629030e+15 1.98873915e+13 -2.35712636e+15\n", - " -3.68339655e+15 3.78335078e+13 1.81485159e+15 -9.67222221e+14\n", - " -2.11898685e+15 -1.20158442e+15 -4.40505976e+15 6.30215937e+15\n", - " 9.08740030e+14 1.74806607e+15 -6.47942731e+14 2.19273957e+15\n", - " -4.66749319e+14 8.43433173e+13 -9.04474994e+14 -4.05147435e+15\n", - " -1.97783872e+15 8.93375243e+14 -1.31368979e+15 -2.37151084e+15\n", - " 4.87548179e+15 1.54779334e+15 3.95722050e+13 -3.44664783e+14\n", - " 1.10963199e+15 4.81581401e+14 -9.42294437e+14 -9.25371084e+13\n", - " -5.67088378e+15 1.36423894e+15 9.92368586e+14 2.05399772e+15\n", - " -8.97259966e+14 3.74625817e+15 4.04219716e+14 -1.10515733e+15\n", - " 1.59158664e+15 -2.81094945e+15 1.09317425e+14 1.09425278e+15\n", - " 1.16215507e+15 6.13443430e+14 1.55148388e+15 -1.68501609e+15\n", - " -9.94330026e+14 -1.06928034e+14 8.68283963e+14 -1.12156639e+15\n", - " 5.19797771e+12 1.99947553e+15 -9.66722545e+14 7.69572209e+14\n", - " 5.98108415e+14 -8.97015780e+14 -8.24081707e+14 -4.14810336e+14\n", - " -3.83834951e+14 8.28604821e+14 8.04491144e+14 -3.57637817e+15\n", - " -3.74126120e+14 2.12937943e+15 3.31674274e+15 2.65396365e+15\n", - " -8.46943677e+15 6.17822416e+14 3.02302830e+14 3.68013856e+15\n", - " 1.24309593e+15 -2.30167597e+14 -8.74832283e+14 2.11900447e+15\n", - " 1.57449237e+15 -9.79937392e+14 1.99298899e+15 -2.78116622e+14\n", - " -8.06365230e+14 -1.84281404e+14 -1.11089773e+15 -5.76813165e+14\n", - " 8.37180815e+14 -1.01102132e+15 -1.78473177e+15 2.25931845e+14\n", - " 9.60566411e+14 -2.12161622e+15 1.37557540e+15 6.31958517e+14\n", - " -1.68118517e+15 -1.25753985e+15 -1.83779798e+15 -6.44665108e+13\n", - " 8.37848486e+14 5.04804514e+14 5.13834779e+14 1.46681188e+15\n", - " 1.87051326e+14 1.44771738e+15 -2.50096732e+14 -1.34584547e+14\n", - " -1.43334980e+15 -2.22331647e+14 1.14520105e+15 6.13202612e+13\n", - " -1.97348680e+15 1.45301469e+15 2.43679386e+15 -2.60828430e+14\n", - " -3.29202603e+14 -2.05315771e+15 -3.29548888e+14 -8.69176837e+14\n", - " -6.86017261e+14 -1.04738677e+15 1.19404101e+15 2.36255254e+14\n", - " -7.22565553e+14 1.60741152e+14 -3.58354699e+15 -2.17968886e+15\n", - " -9.41045809e+13 2.65845398e+15 -3.20701299e+13 7.44011146e+14\n", - " -1.29212939e+15 5.53597402e+14 2.41572358e+14 1.03116738e+14\n", - " 1.14056671e+15 1.01253813e+15 -2.51291509e+15 1.74334783e+15\n", - " 6.01533109e+13 3.61794616e+15 1.15689430e+15 -3.77022265e+14\n", - " -5.43831165e+15 2.32185541e+15 -1.30338398e+15 1.15877021e+15\n", - " -1.73165466e+15 6.88327044e+14 1.77597323e+15 1.10647222e+15\n", - " 6.72655365e+13 -2.27680118e+14 -1.99438500e+15 -1.28092354e+14\n", - " 2.26884546e+14 -1.70280730e+15 -2.65253703e+15 -2.05597905e+14\n", - " 2.43856802e+14 -1.59743937e+15 -8.81840278e+14 5.26736933e+14\n", - " -8.51987402e+14 5.56241325e+13 -1.70921420e+15 -6.78507980e+14\n", - " 1.62125469e+14 -2.08554625e+15 -4.89940261e+15 -7.07107902e+14\n", - " -5.36062126e+14 -1.20676432e+15 -7.25218863e+14 -1.44898731e+15\n", - " -5.13266167e+14 2.00464455e+15 -1.11367707e+14 -9.13773080e+14\n", - " 1.34718263e+14 9.22017179e+14 1.75597310e+15 -1.84798897e+14\n", - " 1.27599308e+15 2.83774639e+14 -4.38897776e+14 -2.58108337e+15\n", - " 8.10843766e+14 -2.24448592e+14 7.96883079e+14 1.55866198e+15\n", - " -1.76506160e+15 2.06449763e+15 7.27200263e+14 1.54030919e+15\n", - " -2.73439794e+15 -1.51925940e+15 1.15993991e+15 -1.77372606e+15\n", - " 5.97231368e+14 2.10794256e+15 -3.65844651e+14 -3.13147751e+14\n", - " 1.12916507e+15 2.56173512e+14 -1.18518526e+15 1.23985381e+15\n", - " -1.17040715e+14 1.47232820e+15 -9.86056655e+14 4.30044319e+14\n", - " -8.28163175e+14 -1.11051572e+14 1.27175858e+15 4.16177420e+14\n", - " 1.21581511e+15 -1.13738142e+15 -7.25516738e+13 8.44486399e+14\n", - " -1.45330218e+15 -9.29992002e+14 -7.76567491e+13 7.14022168e+15\n", - " 5.98285103e+14 -9.72646071e+14 -6.66839271e+14 -1.75412859e+15\n", - " 3.28418496e+15 6.62143133e+14 -7.27458033e+14 2.15607849e+14\n", - " 2.18515159e+15 -3.10877516e+14 5.40667347e+14 5.35124766e+14\n", - " 1.75888076e+15 9.40229941e+14 1.65552196e+15 8.20224965e+12\n", - " -3.26555304e+15 7.65070135e+12 6.86263862e+14 -2.46357182e+15\n", - " 9.22877818e+13 8.53622538e+14 2.00576393e+15 -4.56186872e+14\n", - " 1.54188330e+15 -5.49027677e+14 8.21522082e+14 -1.33495919e+15\n", - " 3.78608767e+14 5.78301903e+14 -1.57394957e+14 -7.29793843e+14\n", - " 1.21828239e+14 8.44369359e+13 -3.18279369e+14 6.63952201e+15\n", - " 6.03767003e+14 -1.65582814e+15 7.16631229e+14 1.32323436e+15\n", - " 1.29547168e+15 -1.26497478e+15 2.86453617e+15 -1.55768436e+14\n", - " -2.81626652e+15 8.48135757e+14 -5.91918523e+14 -1.11176338e+15\n", - " 3.10705152e+15 -1.52422073e+15 1.82775417e+15 1.20759304e+15\n", - " 4.23187464e+14 3.18121600e+13 -1.43421044e+15 9.68174129e+14\n", - " 6.87917575e+14 -1.10848934e+15 1.84338844e+15 1.71287811e+15\n", - " -2.93067183e+14 -2.76651482e+15 -1.99959964e+15 5.75821174e+14\n", - " -1.22382079e+15 7.69126806e+14 -5.40107233e+14 1.40381069e+13\n", - " -2.16882337e+15 7.99962903e+14 -2.41542282e+15 1.20496706e+15\n", - " -7.25748262e+14 -4.69780638e+14 9.25072584e+14 -1.18613911e+15\n", - " -2.57049427e+14 1.21123791e+15 5.44555109e+14 -1.22601657e+14\n", - " -1.97898508e+14 -2.03139072e+15 2.36426709e+15 -6.50865235e+14\n", - " -1.99917353e+15 4.39524434e+14 3.74226115e+14 -1.64064887e+14\n", - " -3.16412892e+15 -9.93045740e+14 -4.91283969e+14 5.84481191e+14\n", - " -1.54508195e+14 -1.39310261e+15 -3.97946324e+14 -1.58810744e+15\n", - " 4.88112799e+14 3.49552881e+14 1.23858832e+15 6.62439746e+12\n", - " 1.67160464e+15 1.11413078e+15 -6.15328081e+14 9.15616174e+13\n", - " -1.83008603e+15 -3.09749799e+14 6.05254640e+14 -1.88570816e+15\n", - " -1.69624971e+15 4.30642347e+14 1.33891464e+15 -2.33966946e+14\n", - " 4.13719721e+14 -2.62811887e+14 -1.21274485e+15 -1.07434846e+14\n", - " 1.02948360e+14 -1.43027189e+15 -3.07128958e+15 2.05657456e+14\n", - " -4.60142116e+14 -1.76050990e+14 -1.15769702e+14 -5.36232721e+14\n", - " -1.70658621e+15 2.45271833e+14 1.20480488e+15 -3.21867480e+14\n", - " 9.26539092e+14 8.35498263e+14 5.25621845e+14 -1.15887357e+15\n", - " -5.94897455e+14 5.24726558e+14 2.78164471e+14 2.81881073e+15\n", - " 9.83863142e+14 5.70201772e+13 7.39912259e+14 -2.11213210e+14\n", - " -1.50890833e+15 5.34619014e+14 3.10271651e+14 -8.48303758e+14\n", - " -2.44667488e+14 -1.78128741e+15 4.27010061e+14 2.19009285e+14\n", - " -1.23820262e+15 5.40983364e+14 -6.38000801e+14 -4.94470023e+14\n", - " -1.87462227e+15 -1.29537726e+15 2.84498837e+13 -1.34611844e+15\n", - " -6.91026831e+13 1.42654686e+15 -1.56994964e+15 1.60678143e+15\n", - " 1.34821397e+15 5.78716964e+14 2.86015418e+14 -4.80736115e+14]\n", - "Found 996 total galaxies in catalog for cluster 9429\n", - "[-2.01362261e+15 -3.71655025e+15 -1.67198813e+15 -1.87747895e+14\n", - " -1.05549369e+15 -2.04914014e+15 -3.37411796e+15 -2.55969826e+14\n", - " 2.62301557e+15 1.78304075e+15 1.87292648e+15 4.68976771e+14\n", - " 1.53293325e+15 2.80322810e+15 1.26615141e+15 -3.33616266e+14\n", - " 1.37606466e+15 8.10327564e+14 9.47994093e+14 1.92517356e+15\n", - " 8.97797598e+14 -2.80249402e+15 -1.66875969e+15 8.50207914e+14\n", - " -7.77829332e+14 -7.84173909e+13 1.28933629e+15 3.69973043e+15\n", - " -1.05660503e+15 -3.39019839e+15 -8.04234791e+14 -1.39609608e+15\n", - " -1.95564247e+15 -2.43336008e+15 9.70324119e+14 -3.09734389e+15\n", - " 2.90865234e+14 2.61775499e+14 7.53390440e+14 1.73005955e+15\n", - " 2.08755664e+14 -9.46310327e+14 1.30333842e+15 -6.62367133e+14\n", - " 1.14377733e+15 2.65153327e+15 2.92361735e+15 -8.30764155e+14\n", - " -1.66440496e+15 4.92721215e+14 1.59947580e+15 1.81316623e+15\n", - " -1.28505960e+15 -2.24416837e+15 3.42728790e+15 -9.64809554e+14\n", - " 5.86119132e+15 2.89780205e+15 1.65882078e+14 4.08661042e+14\n", - " 2.94791594e+15 2.71839125e+15 1.01073733e+15 -1.40386749e+15\n", - " -6.20973273e+15 3.87488199e+14 1.39785412e+15 -1.17335169e+15\n", - " -2.10642197e+15 6.78837773e+14 -6.62155771e+14 -2.64309195e+15\n", - " -9.74402288e+14 3.00930175e+14 -1.85756563e+15 2.43343232e+15\n", - " 2.88891652e+15 1.89298490e+15 3.16998031e+15 1.34191805e+15\n", - " 2.26624238e+15 -1.26248509e+15 6.57029815e+14 -3.11850147e+15\n", - " -1.89317684e+15 -2.47133672e+15 -1.85779391e+15 -2.01791735e+15\n", - " -2.92396809e+15 1.09080368e+14 -8.21504021e+14 -1.22681008e+15\n", - " -5.76103256e+15 -5.63331143e+14 2.71120856e+15 8.94320286e+14\n", - " 1.85170562e+15 -2.35439915e+15 2.78507175e+15 -1.06265764e+15\n", - " 3.24254228e+14 -3.02412642e+15 -3.24934445e+15 -2.25446573e+15\n", - " -8.78780226e+14 1.63073675e+15 4.93979296e+14 1.68302914e+15\n", - " 1.31931393e+15 2.11953377e+15 -1.12661663e+15 1.37385444e+15\n", - " -7.84919906e+14 -3.30801140e+14 1.43791618e+15 1.43092626e+14\n", - " 2.61574242e+15 1.07107164e+15 4.24785841e+14 -4.74330353e+15\n", - " -3.09219894e+14 -1.12908726e+15 -6.33577776e+14 1.51920740e+15\n", - " -5.54260963e+14 -8.12434762e+14 -1.21000521e+13 -3.73248107e+15\n", - " 3.05873790e+14 -1.58664322e+15 1.21183298e+15 -1.96773938e+15\n", - " 2.42246659e+15 -6.95861836e+14 1.99227422e+15 -3.75651529e+15\n", - " -2.73417922e+15 2.98263707e+15 6.02354866e+14 1.38788019e+15\n", - " 2.53233099e+14 -2.57716243e+15 1.06167934e+15 2.41081783e+15\n", - " -1.54899980e+15 5.02483393e+14 -1.96131731e+15 3.03064103e+15\n", - " 2.01226154e+15 -5.99608238e+14 3.77627335e+14 2.99538190e+15\n", - " 9.25615469e+14 -8.63968390e+14 1.47594255e+15 -1.37196973e+15\n", - " -1.32329267e+15 2.24591225e+15 3.99464750e+14 1.52717422e+15\n", - " 1.05969029e+15 6.47735882e+15 -1.20099617e+15 1.62227001e+15\n", - " 1.13246519e+15 3.33641323e+15 -1.32332088e+15 2.83094778e+15\n", - " -1.90922304e+14 -3.62336163e+14 3.00495969e+15 7.83380633e+14\n", - " 1.59420879e+14 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5.93192037e+13 -1.05896400e+14\n", - " -8.68954605e+14 1.47315235e+14 4.70377788e+14 3.40889701e+14\n", - " 3.49363864e+13 7.47028386e+13 3.68278458e+14 -9.31053110e+14\n", - " -6.47673080e+14 -3.43357399e+14 -1.44126665e+14 -9.74795605e+14\n", - " -7.19403427e+14 -9.89298665e+14 6.20501998e+14 3.25488912e+14\n", - " -2.97829962e+14 4.36908377e+14 1.00119696e+15 -9.17604364e+13\n", - " 1.15543960e+15 2.16255803e+14 -6.39739874e+13 2.52242491e+14]\n", - "Found 2072 total galaxies in catalog for cluster 10146\n", - "[-8.16437221e+14 -1.30462868e+15 -8.55348742e+14 ... -9.44357198e+14\n", - " 1.17540428e+15 -5.13587247e+14]\n", - "Found 2695 total galaxies in catalog for cluster 14476\n", - "[-1.49188377e+14 2.71529167e+15 3.94872742e+15 ... -1.38469383e+15\n", - " -1.34403821e+14 1.65845973e+14]\n", - "Found 119 total galaxies in catalog for cluster 8395\n", - "[ 4.53875001e+14 -1.23858503e+15 -9.87282188e+14 -8.65784735e+14\n", - " 3.88474540e+15 -4.02161651e+15 2.21151177e+15 -1.02550476e+15\n", - " 7.61972248e+13 -1.02902611e+15 3.06934342e+15 -2.86667066e+14\n", - " 4.49518834e+15 3.02069083e+15 -2.17453279e+15 -8.86022454e+13\n", - " 3.22209532e+15 -3.94714615e+15 1.27291920e+15 -7.33939173e+13\n", - " 3.83981389e+15 -6.94684125e+14 1.76249681e+15 -4.75948567e+14\n", - " 1.56555055e+15 3.28141623e+15 2.02867731e+15 -1.06765473e+15\n", - " -2.40198595e+15 -1.07023521e+15 6.16069286e+14 -4.91250258e+14\n", - " 6.53787024e+14 2.68719601e+14 -2.76270304e+15 -1.05086979e+15\n", - " 2.43827232e+14 -4.70245910e+14 -4.63767300e+14 1.70181313e+14\n", - " -2.99736419e+15 2.99151310e+14 8.15678959e+13 5.93999889e+14\n", - " -1.11183581e+15 3.63989203e+15 2.60098811e+15 1.24945744e+15\n", - " -3.15225544e+15 -9.70663343e+14 -4.90229659e+15 -7.10062623e+14\n", - " -3.44156101e+13 -4.92752829e+14 1.65789891e+15 1.57414343e+14\n", - " 1.61997659e+15 -3.36197780e+14 1.63035750e+15 -1.64395175e+15\n", - " -2.68790764e+15 -8.95426152e+14 -1.74272170e+15 -1.54778281e+15\n", - " 2.43253315e+15 2.23518737e+15 3.30049775e+15 1.96208753e+15\n", - " -1.03506345e+14 7.13961348e+13 -4.12904554e+15 5.23462063e+14\n", - " 1.88008797e+15 4.18636276e+14 -1.83768549e+15 5.35818653e+14\n", - " -4.21312888e+14 -2.62253559e+15 -1.10876130e+15 8.62308983e+14\n", - " 1.09755202e+15 5.20641321e+14 -1.41712940e+15 1.86131552e+15\n", - " 4.33414023e+15 2.22375983e+15 -1.04556212e+15 -2.76133599e+15\n", - " -6.00585525e+14 -1.48840287e+14 1.27115438e+15 -3.03969696e+15\n", - " -1.30091267e+15 -1.14593521e+15 2.40226119e+15 -2.59377541e+12\n", - " -2.29281196e+15 -6.38229566e+15 -2.26973170e+15 -2.03309281e+15\n", - " -7.02129931e+14 -1.74105869e+15 -2.28003544e+15 -6.18803395e+14\n", - " 2.83235573e+15 -3.38237072e+14 2.41860060e+15 -1.58428754e+15\n", - " 1.09519475e+15 -9.72532406e+14 -1.09367022e+15 3.05060595e+14\n", - " 8.64935027e+14 -1.19442014e+15 2.19029886e+14 2.88628836e+14\n", - " 2.36864595e+14 1.40396366e+15 4.82791105e+13]\n", - "Found 3612 total galaxies in catalog for cluster 16657\n", - "[-2.17725923e+15 -1.16750706e+15 -2.85590454e+15 ... 2.26005148e+13\n", - " -4.92417004e+14 -5.60669353e+14]\n", - "Found 2732 total galaxies in catalog for cluster 13039\n", - "[-2.90981308e+15 1.87069973e+15 4.10177497e+14 ... 6.89724844e+14\n", - " 7.90522998e+14 9.40524713e+14]\n", - "Found 2714 total galaxies in catalog for cluster 15382\n", - "[ 1.47818379e+15 -2.41636882e+15 -2.46170016e+15 ... 4.42426728e+14\n", - " 2.08263868e+13 -3.23203672e+14]\n", - "Found 1343 total galaxies in catalog for cluster 17011\n", - "[-1.25403142e+15 -2.08500662e+15 -2.31812709e+15 ... -1.91565487e+14\n", - " -1.58434640e+14 5.22007185e+14]\n", - "Found 6019 total galaxies in catalog for cluster 8523\n", - "[ 3.51938929e+15 6.43269036e+14 1.11640860e+15 ... 5.61544289e+14\n", - " 2.04873661e+14 -3.01420189e+14]\n", - "Found 1038 total galaxies in catalog for cluster 11300\n", - "[ 3.04645753e+15 2.05269775e+15 -2.99115596e+15 ... 1.50529574e+15\n", - " -5.61595715e+14 -1.26378865e+13]\n", - "Found 6292 total galaxies in catalog for cluster 17462\n", - "[-2.17195034e+15 -1.86146695e+15 3.90145855e+14 ... 3.71105397e+14\n", - " -2.40313755e+13 2.87933609e+14]\n", - "Found 1520 total galaxies in catalog for cluster 13025\n", - "[-1.45825817e+15 -2.49161191e+15 -1.22299287e+15 ... -4.10609107e+14\n", - " 1.27612757e+14 -6.56920107e+14]\n", - "Found 2090 total galaxies in catalog for cluster 21385\n", - "[ 7.98406172e+15 -3.94685504e+14 3.00031821e+14 ... -7.85945086e+14\n", - " 5.94093371e+14 -2.66124074e+14]\n", - "Found 2591 total galaxies in catalog for cluster 20888\n", - "[ 2.78334585e+15 -4.60573483e+13 -7.01669475e+14 ... -8.55590134e+14\n", - " 1.95762544e+14 1.59128639e+14]\n", - "Found 3139 total galaxies in catalog for cluster 21815\n", - "[ 5.58671252e+14 -1.74314505e+14 8.05977964e+14 ... -2.74973235e+14\n", - " 2.86697717e+14 4.16313103e+14]\n", - "Found 528 total galaxies in catalog for cluster 7594\n", - "[ 7.74739874e+14 4.69310523e+15 -4.46591269e+14 -3.92152082e+14\n", - " -9.94229644e+14 5.68597985e+14 -2.33601669e+15 2.38158082e+15\n", - " -5.55395001e+14 6.62833908e+15 1.87767147e+15 -1.02094730e+15\n", - " 5.09409818e+14 7.10102530e+14 9.51740440e+15 6.14358899e+15\n", - " 8.88028646e+13 -2.86540046e+15 2.76999337e+15 4.02714766e+14\n", - " 1.42272368e+15 -9.81711677e+14 4.78856947e+14 -8.48664890e+14\n", - " -8.85464888e+14 -1.00906063e+15 1.64428023e+15 5.36817367e+14\n", - " 6.98372551e+13 7.94654154e+14 -2.45006496e+15 -7.75117563e+15\n", - " 2.40993981e+15 3.32673662e+15 -2.24435293e+15 -2.84799187e+14\n", - " -2.72402421e+15 -1.21492158e+15 -2.29131307e+15 3.04040815e+15\n", - " 1.23560045e+15 -6.71476303e+14 4.50834714e+14 3.38756283e+15\n", - " -5.57864060e+15 -2.40306288e+15 -1.21316620e+15 -4.89626453e+15\n", - " 6.17904106e+14 1.43242045e+14 3.04908589e+15 2.49681424e+15\n", - " -1.97960406e+15 -4.16861089e+15 -5.06622049e+15 -4.92800027e+14\n", - " 6.91154321e+14 7.84977661e+14 -1.28530522e+15 -4.15714135e+15\n", - " -6.30133311e+14 -7.03778586e+14 -5.69077414e+15 3.23799208e+15\n", - " -2.89213589e+15 -5.50135326e+15 1.03727594e+16 -6.35134436e+15\n", - " 3.27212973e+13 -3.55058867e+14 5.15288717e+14 2.16339725e+15\n", - " 1.97873232e+14 6.41115797e+14 6.81109662e+15 8.00147625e+13\n", - " -1.46184369e+15 -1.02972814e+15 -2.64462610e+15 -3.70229583e+14\n", - " -3.08658586e+15 6.29809557e+15 -3.06974389e+14 -2.32168509e+15\n", - " -2.53885751e+15 2.25444238e+15 7.17597763e+15 -3.55150080e+15\n", - " 1.21761685e+14 -3.70194588e+15 -9.56246057e+14 3.24226091e+15\n", - " 3.21117674e+15 3.49164200e+15 4.41064517e+14 -1.97813408e+15\n", - " -3.50098016e+15 8.73432442e+14 -5.30080298e+15 5.39951905e+15\n", - " 2.38805857e+15 1.63450264e+15 -9.50372311e+14 3.40572943e+14\n", - " -3.77431017e+15 -1.69732197e+14 -8.41495916e+13 1.89866094e+15\n", - " -3.09934692e+15 1.44732330e+15 -4.67371046e+15 8.25601976e+14\n", - " -1.60202989e+15 -1.90796909e+15 2.27924885e+15 -2.65385572e+15\n", - " 2.10742480e+15 -7.71816630e+14 7.98760160e+14 2.14339532e+15\n", - " 2.53185116e+15 -8.59793603e+14 -2.03235494e+15 8.44304232e+14\n", - " 1.15582919e+15 -4.98922957e+15 5.41521091e+15 -1.36474247e+15\n", - " 1.96905574e+15 1.91492502e+15 -2.23810638e+14 1.08302797e+15\n", - " 9.23467189e+14 -6.61020049e+15 -4.11341184e+15 -1.57604619e+13\n", - " -6.89488079e+15 -2.19433144e+14 -9.03720194e+14 4.43231824e+14\n", - " -1.25857628e+15 -2.39388492e+15 -1.40600857e+15 -1.84942641e+15\n", - " 3.49877405e+14 -1.65283434e+15 -1.24546863e+14 -1.43534499e+15\n", - " 6.02464957e+15 -1.42371568e+15 5.65060318e+14 -1.49977105e+15\n", - " -1.62982117e+14 -5.05916295e+14 4.63665727e+15 2.54758049e+15\n", - " 2.84778647e+15 1.68553378e+16 -1.50853773e+15 3.15459958e+15\n", - " -2.30894768e+15 9.32214365e+14 -1.27704793e+15 -2.08418086e+15\n", - " 1.00651130e+14 -3.58064242e+15 2.12135283e+13 5.39882848e+15\n", - " 2.19299140e+15 2.90425293e+14 -1.95279908e+15 1.75892689e+14\n", - " 1.97146151e+15 -1.02402209e+15 -8.16431587e+14 5.26767593e+14\n", - " 3.13394814e+14 -1.84613340e+15 2.07543158e+15 -1.07343037e+14\n", - " -1.76530578e+15 1.56063528e+15 -6.11826203e+15 -4.86123435e+14\n", - " 2.72930140e+14 -5.38353198e+14 -2.57114239e+14 -3.58114631e+15\n", - " 2.34140021e+15 2.39909253e+15 -2.57712418e+15 1.42253355e+15\n", - " 1.18663412e+15 -1.97891937e+14 -1.98035917e+15 6.91948182e+15\n", - " -5.66605779e+14 3.05614001e+14 -3.42613043e+14 3.67875781e+15\n", - " -3.07224488e+15 1.61924614e+15 -9.31138893e+14 1.76899970e+14\n", - " -1.73855686e+15 4.10818165e+14 7.41034810e+15 8.67107215e+14\n", - " 8.14087629e+14 -1.98333039e+15 5.45397443e+14 -1.35501402e+15\n", - " 7.29060390e+14 -2.88231574e+14 -1.26154209e+15 5.99586102e+14\n", - " -5.27566036e+15 -9.10979642e+14 1.45487909e+15 -2.35914881e+14\n", - " -1.16280631e+15 1.05667354e+15 1.84806146e+15 -5.70916540e+14\n", - " -1.72479500e+15 6.23759365e+14 -2.13920707e+15 1.18052147e+14\n", - " 1.08392809e+15 4.72531169e+13 1.39851633e+15 -1.43873629e+15\n", - " 1.93680919e+15 4.97309877e+14 4.70354899e+14 -2.15542972e+14\n", - " -8.47633835e+14 1.24960148e+15 -9.29061122e+14 1.79664482e+15\n", - " 8.92613428e+14 -6.10868181e+13 -1.46486672e+14 -1.96041922e+15\n", - " -2.05452891e+15 2.60270237e+14 6.31633636e+14 -1.60943491e+14\n", - " -1.64643006e+14 2.85391302e+14 8.79683733e+14 -8.51143511e+14\n", - " -1.31588028e+15 1.77188319e+14 -9.94130423e+14 -6.49824155e+14\n", - " 8.74740297e+12 -1.40403637e+15 1.68247899e+15 -2.71262392e+15\n", - " -5.28759993e+15 9.28470268e+14 -2.79027550e+15 -1.47870298e+15\n", - " -3.59833586e+15 1.71078945e+15 1.12100126e+15 1.80890347e+15\n", - " -6.89702276e+14 1.48686563e+15 -1.36927000e+15 8.87207793e+14\n", - " 1.16012171e+15 9.05814522e+14 -2.29723993e+15 -2.73376649e+15\n", - " 1.61270554e+15 -1.13766747e+15 8.92330991e+14 2.57895148e+15\n", - " -3.20178842e+15 1.12997036e+15 -4.04212355e+14 5.16045014e+14\n", - " -1.19691707e+14 4.16578414e+14 1.39813798e+14 -9.83050412e+14\n", - " 2.18928549e+14 3.48729741e+15 1.63308084e+14 1.23140723e+15\n", - " -4.99728181e+14 4.82736018e+13 1.98040197e+15 2.43998062e+14\n", - " 1.84845162e+14 -3.80273113e+14 1.70902163e+15 2.06692744e+15\n", - " 1.71842717e+15 2.04792134e+15 -3.14072923e+14 1.96240622e+15\n", - " -2.04452495e+15 -2.70734466e+14 2.61229938e+15 2.44674023e+14\n", - " -1.20074445e+14 -8.27614186e+14 1.95680662e+15 2.18497201e+15\n", - " -2.02481235e+15 4.53684445e+15 -3.01397939e+15 1.42541678e+15\n", - " -1.33904059e+15 -1.50142540e+15 -6.29320825e+15 3.50479776e+15\n", - " -2.54739395e+14 8.83331542e+14 -2.02626873e+15 1.65651444e+14\n", - " -1.24854472e+15 -1.06610120e+15 -2.34193925e+15 -5.70133314e+14\n", - " 6.81814088e+14 -5.81126302e+15 -1.33654888e+14 -1.69228937e+15\n", - " -5.57504053e+14 2.37925890e+14 -1.12234370e+15 7.64453203e+13\n", - " 6.43654615e+14 -1.46997325e+15 1.82126602e+13 2.20033968e+15\n", - " -9.14866662e+14 2.80849921e+15 1.16491049e+15 1.03440140e+15\n", - " 2.57287226e+14 -1.54120602e+15 -4.35891029e+13 4.02172514e+14\n", - " -8.69097353e+14 -1.85473751e+15 -2.63384228e+15 1.34018116e+15\n", - " 2.99754790e+15 -2.49980463e+14 -2.36785358e+15 7.11122232e+14\n", - " 1.89179528e+15 2.00819134e+15 1.37960440e+14 1.51701568e+15\n", - " -1.92770715e+15 4.10631557e+14 3.46043004e+14 1.69152175e+14\n", - " 3.89419811e+14 1.06695175e+15 1.62679198e+15 -9.73860116e+14\n", - " 1.48862105e+15 -1.39689166e+15 -1.13745263e+15 -2.76090696e+15\n", - " -1.69952623e+15 3.29220361e+14 1.11470510e+14 1.47960391e+15\n", - " 2.57797335e+15 -1.03471201e+15 3.18586314e+15 1.76711847e+15\n", - " -9.37156743e+14 6.91221736e+14 3.08569948e+15 4.08267323e+15\n", - " -1.01311476e+15 -9.55843840e+13 2.28465291e+14 -1.09408693e+15\n", - " -6.17789055e+14 -3.80693629e+15 2.21224140e+15 -7.88212931e+13\n", - " -2.29870571e+15 -4.17648047e+14 3.02734636e+14 3.19516015e+14\n", - " -4.49057184e+14 1.52144297e+15 -1.61268497e+15 -8.94975563e+13\n", - " -1.64288008e+15 1.85463452e+15 1.09298191e+15 1.57385277e+14\n", - " 1.56964556e+14 -5.39989926e+14 1.29529997e+15 -7.75280446e+14\n", - " -1.33996309e+15 3.00617134e+15 -1.09880632e+14 -1.24740596e+14\n", - " 2.04867603e+14 -6.72736369e+14 -1.91203727e+15 3.75932105e+15\n", - " -1.57818626e+15 9.03719798e+14 2.62949035e+15 -3.18833484e+15\n", - " -6.54174775e+14 1.28062858e+15 8.51972752e+13 -2.88063030e+14\n", - " -3.23617697e+15 -2.20739864e+15 -2.59761488e+15 1.23977167e+15\n", - " 3.30726272e+13 2.18688550e+15 -5.59028224e+14 -1.13513318e+15\n", - " 1.01070947e+15 -1.36299594e+15 2.05371549e+15 1.87976236e+15\n", - " 6.73077764e+14 -5.38051338e+14 1.56336662e+15 -1.40951248e+15\n", - " 1.59946062e+13 3.17232151e+14 2.69873810e+15 -5.15273102e+14\n", - " 3.98923456e+14 4.06575020e+14 -2.21291106e+15 -2.75839109e+15\n", - " -1.04597581e+14 1.08455897e+14 4.26979586e+14 3.64787026e+14\n", - " 1.32457652e+15 7.66586686e+14 3.49577310e+14 -3.78517494e+14\n", - " -1.88596104e+15 1.05693307e+15 -3.07066795e+15 -1.14960169e+15\n", - " -3.30035945e+14 -1.38207224e+15 -3.39084275e+14 -2.16488395e+15\n", - " -4.03519552e+14 -1.61110123e+15 -2.78172331e+15 -3.12013306e+14\n", - " -2.49582947e+14 -3.11931462e+15 6.67531650e+14 -5.49742701e+14\n", - " -1.86700356e+15 -3.54010107e+15 1.19131818e+15 -3.78285119e+15\n", - " -3.06954498e+14 -1.12644013e+15 2.20028694e+14 -9.34143731e+14\n", - " 2.01167723e+15 3.94225137e+14 -1.65161378e+15 3.95932330e+14\n", - " 3.96088893e+14 -2.19599165e+14 1.48483445e+15 -4.92253770e+14\n", - " 2.77991418e+14 -2.31998710e+14 4.82810370e+14 -5.84451643e+14\n", - " 1.71807264e+15 -1.16374049e+15 -8.78075249e+14 -8.80850962e+14\n", - " 4.97513285e+14 -1.54342650e+15 7.78581093e+14 2.63250019e+15\n", - " 1.18313869e+14 -3.14614536e+15 2.18879241e+14 4.29510297e+14\n", - " -1.26014827e+15 1.55236884e+15 -1.87732166e+15 -6.13424482e+14\n", - " -5.20354692e+14 -1.15451740e+15 -3.20087954e+14 -9.97652854e+14\n", - " 2.48246413e+14 -5.07914601e+14 -8.09572689e+14 -4.12331024e+14\n", - " 9.11963698e+14 1.36996296e+15 8.67058322e+14 1.59072024e+14\n", - " -3.77858364e+14 -2.43651641e+14 -1.55696539e+15 1.88356894e+14\n", - " -9.40463738e+14 9.70412515e+14 1.34660035e+15 7.40251342e+14]\n", - "Found 363 total galaxies in catalog for cluster 21425\n", - "[ 2.35826638e+14 -4.23888659e+15 -2.17077980e+15 6.96261773e+14\n", - " -5.13287140e+14 -2.08500305e+15 5.36977969e+14 3.13187200e+15\n", - " -5.09342535e+15 -3.44524238e+14 5.49973280e+14 -5.29004319e+14\n", - " -3.05823154e+15 -6.96457207e+15 -9.63965429e+14 -4.19546781e+15\n", - " -5.45046123e+15 1.56967569e+15 -4.02793560e+14 -3.21822285e+15\n", - " 3.30900131e+15 -1.32978447e+14 -5.33224785e+15 -1.11679206e+15\n", - " 1.07469923e+16 -5.15744697e+14 2.10933498e+15 1.48975836e+15\n", - " 9.94760488e+14 -1.45298494e+15 -1.84314602e+15 -1.75899829e+15\n", - " -1.58420655e+14 -4.82307528e+15 -5.15218030e+14 -8.96567470e+14\n", - " 3.45100879e+14 2.12460366e+15 6.03730873e+15 7.09369045e+14\n", - " 4.86160954e+15 -1.31574478e+15 4.70679554e+14 3.28935583e+15\n", - " 2.43672512e+15 -5.24899656e+14 2.53932719e+15 5.48214178e+15\n", - " 4.97168855e+14 -1.62734301e+14 -3.19210224e+15 -1.66520641e+15\n", - " -2.23202656e+14 4.13187046e+15 -5.98912892e+15 3.34219937e+14\n", - " -2.03927874e+15 -6.34561774e+15 3.93694792e+14 1.75420633e+15\n", - " 2.13788778e+15 1.51706783e+15 -1.97345893e+14 5.64066815e+15\n", - " -1.34857520e+15 4.48119812e+15 2.50549606e+15 -5.04741936e+14\n", - " 2.44056819e+15 2.15690618e+15 1.33041089e+15 -5.37471274e+14\n", - " 1.55363907e+15 -4.57032755e+15 -1.63912636e+15 5.22442706e+15\n", - " 9.66642046e+13 -4.62731638e+14 -1.18257929e+15 2.33318846e+15\n", - " -5.83251096e+14 1.92896360e+15 1.00827873e+15 -1.95049000e+15\n", - " 5.70167047e+14 -2.46949753e+15 -1.76645604e+15 1.78270922e+15\n", - " 4.71322090e+13 -3.60224236e+15 2.31496506e+15 2.31377138e+14\n", - " 4.87722467e+13 -1.01147115e+15 4.47035655e+15 -7.86224203e+14\n", - " 1.51115877e+15 -3.12801302e+14 1.40610333e+15 -1.25253101e+14\n", - " 4.13364491e+14 -2.13619844e+14 4.86304092e+14 -2.44997908e+15\n", - " 7.76531188e+14 -1.00137377e+14 1.68964440e+15 5.44419406e+13\n", - " -2.15093950e+15 -7.79757698e+14 4.02460088e+14 -1.41348704e+16\n", - " -2.93329760e+15 1.55577457e+15 -2.49774560e+15 -3.22076536e+14\n", - " 2.62730409e+15 -2.13391273e+14 -1.09015679e+15 7.50478449e+14\n", - " -1.21668350e+15 3.64944090e+15 2.53519278e+15 -2.80506003e+14\n", - " -1.17295707e+15 3.48617160e+15 1.58042044e+15 7.54576992e+14\n", - " 2.14133185e+15 -1.49902078e+15 2.52831126e+14 1.63046200e+15\n", - " 2.50447376e+15 1.61024732e+15 1.35845450e+15 2.83871082e+15\n", - " -2.50348451e+14 -1.17321874e+15 3.10814915e+15 9.93929066e+14\n", - " -1.99932280e+15 -8.69728249e+14 3.48875044e+14 4.01272150e+14\n", - " 1.53927933e+15 7.89141687e+14 1.46024473e+15 5.06010274e+14\n", - " -8.85970917e+14 -1.73067676e+14 3.48522956e+15 -1.57831806e+15\n", - " 6.66471459e+14 -4.30017820e+14 -6.54261078e+14 1.26584293e+15\n", - " 1.74500288e+15 8.50828642e+14 1.40450436e+15 -5.56919213e+14\n", - " -3.87936268e+14 -7.70118072e+14 -3.54502320e+14 1.41881348e+15\n", - " -1.73888305e+15 -1.22502073e+15 2.39991377e+14 7.66780122e+14\n", - " -1.43978114e+15 -3.46383775e+14 6.23482920e+14 -3.10138056e+15\n", - " -7.54843122e+14 1.87260012e+14 -1.56642296e+14 5.51426959e+14\n", - " 7.75010478e+14 1.09845581e+15 -6.48547363e+14 -2.23227844e+15\n", - " 5.11119526e+13 -8.77540484e+14 5.31995804e+15 4.94693502e+14\n", - " 3.26913402e+15 2.07829993e+15 -9.44494390e+14 6.36597029e+14\n", - " -3.10888295e+15 3.66734209e+15 -5.51192250e+14 -4.26979016e+14\n", - " -7.43862223e+14 -1.98117193e+15 -1.49457051e+15 -2.46607516e+15\n", - " -1.46622310e+15 -9.15791926e+14 1.40120393e+15 1.77290233e+15\n", - " 5.22822391e+13 1.18177317e+15 2.06066968e+14 1.93544460e+14\n", - " 1.10084380e+15 -1.22686760e+14 1.11157335e+15 1.69595282e+14\n", - " -4.80157988e+14 5.41317472e+13 -9.80075629e+14 -3.51599032e+14\n", - " 1.02775763e+14 -1.85286153e+15 -1.54898297e+15 -1.83186885e+15\n", - " -4.63967018e+14 -2.45332602e+14 -2.43325344e+15 -2.26763404e+15\n", - " 1.84691717e+15 3.02799402e+15 1.21721018e+15 8.47747480e+14\n", - " 3.53126680e+14 -5.74709576e+14 2.84860783e+15 5.77473675e+14\n", - " 6.94218907e+14 2.55183024e+15 -2.58288028e+14 1.25117538e+15\n", - " 5.41192328e+14 -1.63057021e+15 1.93632951e+15 1.79959215e+15\n", - " -9.81347599e+14 -7.02816649e+14 -1.88601483e+15 -1.36252870e+15\n", - " -1.47445116e+15 8.56819458e+14 3.11771666e+13 1.58939736e+15\n", - " 5.21624463e+14 5.40989980e+15 3.45759606e+14 2.68914281e+15\n", - " 9.58372353e+14 1.14030752e+15 -3.96432579e+14 4.11275103e+15\n", - " 3.34406673e+13 4.52643992e+15 -2.04889133e+15 -1.35330665e+15\n", - " 1.69762731e+15 1.10197976e+15 8.35820311e+14 -1.58432943e+15\n", - " 2.62201105e+15 1.57215181e+15 -5.88475584e+14 -1.64915696e+14\n", - " -1.44754297e+15 9.00655237e+14 -1.65185013e+15 1.71748294e+15\n", - " -4.01656646e+14 7.70261460e+14 3.88793129e+15 8.31976914e+14\n", - " -2.55801395e+15 3.11069218e+15 1.15232562e+15 1.47611616e+15\n", - " -1.65129276e+14 1.63771727e+15 -1.19045239e+15 9.01331874e+13\n", - " -2.58948598e+15 -1.49218728e+15 9.41970833e+14 5.38473991e+14\n", - " 9.05580556e+13 -2.04558729e+15 -6.99218405e+14 1.63933944e+14\n", - " -1.13883225e+15 3.09133669e+15 -3.93805195e+14 -1.12691406e+15\n", - " -2.85699164e+14 -6.51463860e+14 2.41359595e+15 8.74352717e+14\n", - " -9.74625912e+14 -2.66891188e+14 2.83925521e+15 -6.43100101e+14\n", - " -1.85627368e+15 -4.84115225e+14 -2.20869337e+15 -1.51144824e+15\n", - " -2.72380607e+15 2.90669322e+15 -7.97060346e+13 7.18894912e+14\n", - " 4.87003423e+14 1.99907703e+15 1.93475267e+15 1.28089072e+15\n", - " 1.77157860e+15 3.51727769e+14 1.04772730e+15 -1.75705371e+15\n", - " -3.74015761e+14 -3.02571127e+14 4.41173545e+15 9.57602099e+14\n", - " -1.36068167e+15 6.44419471e+14 -8.75994063e+14 -4.07001974e+14\n", - " 2.05001081e+15 3.18532279e+14 2.41883360e+15 3.44598755e+14\n", - " 1.83637702e+13 4.16892159e+14 -6.72039031e+14 -1.02763118e+15\n", - " -2.23185595e+15 1.57637881e+15 -4.96274126e+14 -4.02987857e+14\n", - " -3.99319175e+13 -2.33841441e+14 1.01014340e+14 -6.30023126e+14\n", - " -9.67075569e+14 -1.81478679e+15 -5.64999858e+14 -1.70581301e+14\n", - " 1.25391018e+15 -3.11708604e+14 1.03296601e+15 3.02289323e+15\n", - " -5.70588532e+14 -6.51599493e+14 -1.41748505e+15 4.33130790e+14\n", - " -2.37155754e+15 -6.96141457e+14 1.50695885e+14 1.12601699e+15\n", - " 2.76838125e+14 -2.69529812e+14 1.42498805e+15 4.07203349e+14\n", - " -2.19449665e+14 -1.09715762e+15 -6.42083863e+14]\n", - "Found 7786 total galaxies in catalog for cluster 30553\n", - "[-2.00038808e+15 -1.61432167e+15 -4.27233604e+14 ... 1.23490548e+15\n", - " 5.23307589e+14 -4.09167959e+14]\n", - "Found 1777 total galaxies in catalog for cluster 11651\n", - "[-5.07091138e+14 1.54531258e+15 -4.27403478e+14 ... -4.22919088e+14\n", - " 7.86431363e+14 -3.65456810e+14]\n", - "Found 2526 total galaxies in catalog for cluster 27728\n", - "[ 1.20300936e+15 7.58824966e+14 1.55598455e+15 ... -6.60988443e+14\n", - " -5.18842165e+14 -5.14115941e+14]\n", - "Found 2665 total galaxies in catalog for cluster 30757\n", - "[1.19098068e+15 3.09320332e+14 1.82900278e+15 ... 1.29979633e+12\n", - " 5.18837261e+13 3.16407664e+14]\n", - "Found 5370 total galaxies in catalog for cluster 32634\n", - "[-4.63561677e+14 4.65507674e+14 8.81484145e+14 ... 8.22746549e+14\n", - " -1.12974491e+15 -3.84659016e+14]\n", - "Found 3080 total galaxies in catalog for cluster 33429\n", - "[ 1.29281734e+15 2.68602323e+14 -1.41552024e+15 ... -1.38007526e+15\n", - " 5.42277393e+14 -1.38988568e+14]\n", - "Found 1942 total galaxies in catalog for cluster 15656\n", - "[ 9.75905244e+13 -6.57837207e+14 -8.08925941e+14 ... -7.91254452e+14\n", - " 1.25502312e+15 -5.55726150e+14]\n", - "Found 662 total galaxies in catalog for cluster 29784\n", - "[-8.50512752e+14 -2.29020804e+14 7.76015830e+14 -2.67040069e+15\n", - " 2.45687303e+15 8.47445496e+13 2.61491092e+15 3.91169063e+15\n", - " 1.81528636e+15 -1.97947119e+15 -1.80897464e+15 -1.58805551e+15\n", - " 3.85653393e+15 2.70017475e+13 -8.27354675e+14 1.28854653e+15\n", - " 2.03091673e+15 -2.76585739e+15 3.26146805e+15 1.43247339e+15\n", - " 1.70539434e+14 7.30394772e+14 -4.41764765e+14 -4.62855543e+14\n", - " -1.99540155e+15 2.22333372e+15 5.09725295e+15 1.57862329e+15\n", - " 3.04618225e+15 1.34272299e+15 -1.02564876e+15 -3.14863272e+15\n", - " -2.66096785e+15 4.70144237e+15 -2.95120540e+14 4.93281595e+14\n", - " 3.08458581e+15 -1.94493839e+14 -5.23917599e+15 -2.33240984e+15\n", - " -9.38191192e+14 2.18242921e+15 -2.92176544e+15 3.11048883e+15\n", - " 1.46179708e+15 1.83340712e+15 -6.47379065e+14 -1.38110940e+15\n", - " 2.36694878e+15 6.17819322e+15 -2.99431202e+15 8.06277827e+14\n", - " 8.33472836e+14 3.24603028e+15 2.13955225e+15 -2.68329968e+15\n", - " 9.62494485e+14 3.06418479e+15 3.92719947e+15 -1.03528574e+15\n", - " -3.54521325e+15 -2.80686620e+14 -2.80854024e+15 -2.05790812e+15\n", - " -1.62211695e+14 8.34678300e+14 -1.16005307e+15 -1.40479937e+15\n", - " -5.31280369e+15 -1.42038241e+15 -2.06778150e+15 -2.93450259e+15\n", - " -5.53983686e+15 5.47874501e+13 -1.31373691e+15 2.79181148e+14\n", - " 1.44886641e+15 1.36453637e+15 -7.45200336e+14 2.32533612e+15\n", - " -2.49475076e+14 -3.03545813e+15 -7.05411802e+15 -1.93727075e+15\n", - " -6.22802135e+14 -1.25652087e+15 -3.73663098e+15 -2.03656640e+15\n", - " -1.39114237e+14 6.02747706e+14 -2.70618035e+15 -4.59602722e+14\n", - " 3.28431595e+14 8.45596663e+13 -1.32704836e+15 -3.31782837e+15\n", - " 1.42827214e+15 1.90039911e+15 -3.70510620e+15 -1.03379261e+15\n", - " 1.87033066e+15 -7.49047339e+14 -1.80890103e+15 6.17624072e+14\n", - " 9.53750641e+13 6.31106825e+13 1.58763973e+15 3.19900651e+14\n", - " 1.84081474e+15 -7.06110567e+14 -5.03974574e+13 2.03821509e+15\n", - " 2.14779600e+15 -7.29078490e+15 2.62141557e+15 8.47661435e+14\n", - " -1.81391594e+15 -1.75216191e+14 -2.67518135e+15 -2.75425760e+14\n", - " 9.40503677e+14 -3.02473138e+15 -1.59631865e+15 -4.81683088e+14\n", - " 1.97922159e+15 4.20669232e+14 -5.56450440e+15 3.43953139e+14\n", - " -4.39486741e+14 4.22421995e+15 1.05220831e+15 1.41620536e+15\n", - " -1.77934428e+15 2.39846913e+15 2.31442772e+15 1.06626949e+15\n", - " 1.82730903e+15 -9.00695304e+14 1.28212293e+15 4.95121087e+14\n", - " -2.66897949e+14 -1.04127948e+15 2.62281255e+15 -8.61687561e+14\n", - " -2.86495872e+15 -2.31759147e+15 -9.86208242e+14 -3.95631734e+15\n", - " 1.28686620e+15 1.66402360e+15 1.29740599e+15 -4.36433336e+14\n", - " -1.60701944e+15 9.05240002e+14 5.19649843e+15 4.20916967e+15\n", - " -3.99197045e+15 6.17338923e+15 9.08392926e+14 1.32279092e+15\n", - " 1.72751730e+15 -2.46845481e+15 6.06051637e+14 6.88070750e+14\n", - " -1.18138141e+15 1.76259097e+14 -1.46050598e+15 2.44911050e+15\n", - " -7.74371989e+14 5.26459621e+14 1.27925171e+15 -1.29894408e+14\n", - " 3.15570841e+15 1.71858806e+15 3.13125129e+15 4.82612208e+13\n", - " 4.77852208e+15 3.79951528e+15 -1.70768772e+15 1.81669920e+15\n", - " 2.53547580e+15 -9.45336982e+13 1.38752565e+15 1.66822297e+14\n", - " 4.02556130e+14 -1.20013575e+15 2.49249256e+15 1.72903224e+15\n", - " -1.90559218e+14 -6.98829883e+14 2.93279644e+15 -1.27189098e+15\n", - " 1.18575191e+14 -7.47312386e+14 -7.22970318e+14 -4.87468622e+14\n", - " -2.60005271e+14 7.00965838e+14 6.45734322e+14 9.89822235e+14\n", - " 1.40595260e+15 -1.38009719e+15 4.20071518e+14 1.12355417e+15\n", - " -1.39907566e+14 -2.02440182e+15 -2.18293216e+15 1.70111130e+15\n", - " -2.98598925e+15 2.09496401e+15 -5.73894506e+14 -1.27944389e+15\n", - " -2.48875856e+15 -6.30436414e+14 -1.31438513e+15 -1.53064297e+15\n", - " -7.69574146e+14 7.61146169e+14 2.09948906e+14 -5.55957401e+15\n", - " -1.67119692e+15 2.69557128e+15 9.68268173e+14 1.84928838e+15\n", - " 9.29494622e+14 -4.32714295e+15 -1.45777059e+15 1.62930061e+15\n", - " -1.24487150e+15 -1.02970750e+15 -1.16358676e+15 -1.90796800e+15\n", - " 1.02473533e+15 2.36717445e+15 5.97641179e+14 -1.41080037e+15\n", - " 1.83656417e+15 2.11792596e+12 1.97004654e+15 1.81058421e+15\n", - " 4.88923503e+14 -1.25454453e+15 6.90373100e+14 1.19762345e+15\n", - " 9.77882219e+14 7.88826958e+14 7.07819476e+14 1.04617733e+15\n", - " -1.98358504e+15 -2.46698422e+15 1.85196222e+15 2.78599413e+15\n", - " -1.06751790e+15 8.93728197e+14 8.23931108e+14 7.83680059e+14\n", - " -1.60629860e+15 3.73465464e+15 2.94408802e+14 -2.54737692e+14\n", - " -2.37839339e+13 -2.29594248e+14 5.04111956e+14 5.28755853e+14\n", - " -2.38183128e+14 -6.29349915e+14 1.02437572e+15 -1.21155793e+15\n", - " 1.12721376e+15 8.12964284e+14 -3.52657034e+14 1.38292929e+15\n", - " -6.84705224e+14 2.30255424e+15 6.45768489e+14 -1.56766198e+15\n", - " 1.77575822e+15 -1.13524614e+15 2.20797990e+15 -7.10061241e+15\n", - " -1.89144189e+14 5.65846764e+14 -1.42391157e+15 -1.91783697e+15\n", - " -8.73653143e+14 -2.18305842e+15 2.93255789e+14 -1.21240270e+15\n", - " 3.53721501e+15 -2.80792461e+15 -8.48046757e+14 -2.12046888e+14\n", - " 1.18914314e+15 1.85980148e+15 3.34864358e+14 -6.94985927e+14\n", - " 2.14587378e+15 3.03612197e+13 5.52300569e+14 1.67922218e+15\n", - " -1.91078661e+14 2.33927357e+14 -2.58040508e+14 -1.20515782e+15\n", - " -8.53153693e+14 -3.64737552e+14 -1.37128076e+15 1.13272716e+15\n", - " -9.01464043e+14 2.09662682e+15 3.62352531e+15 9.91556675e+14\n", - " -2.59129614e+15 -4.97937840e+14 1.59426632e+14 3.15769478e+15\n", - " -6.38383406e+14 -7.70087339e+14 -6.18007335e+14 2.59466617e+14\n", - " -2.12238605e+15 -2.28321419e+14 -4.19911807e+15 -1.84735352e+15\n", - " 1.13104956e+15 -3.94717690e+14 -9.67687072e+14 -2.35843950e+15\n", - " 1.22083294e+15 -7.59398312e+14 -2.93637688e+14 -4.42563304e+14\n", - " 1.03938629e+15 8.88822058e+14 -6.83513889e+14 1.37786560e+15\n", - " -1.91648254e+15 8.76167296e+14 8.37963613e+14 1.17074876e+14\n", - " -1.04663561e+15 -5.59783703e+15 -1.11815631e+15 8.63844479e+14\n", - " -1.80009715e+15 -1.44428631e+14 -1.04089868e+15 -7.29433304e+14\n", - " -2.27319071e+14 9.92078350e+14 -6.36264446e+14 1.58602614e+14\n", - " -1.61909078e+15 -5.55958994e+15 6.99482173e+14 -6.44992461e+14\n", - " -3.95810094e+15 -1.46544651e+15 -1.09937652e+15 -4.42773975e+13\n", - " 5.66875090e+14 1.17549582e+15 7.95977918e+14 -3.22872539e+15\n", - " 3.81807744e+14 -1.74314660e+15 2.65108653e+15 3.83046840e+14\n", - " -8.98318916e+13 6.29920545e+14 3.93845755e+14 1.40628652e+15\n", - " 6.13071630e+15 2.77326700e+15 2.77825629e+15 1.95443936e+14\n", - " 1.38550127e+15 1.47308534e+15 1.52060174e+15 -3.10960587e+14\n", - " 9.74342528e+14 1.86325147e+15 -5.33388855e+14 -3.33133863e+14\n", - " 4.63926668e+14 7.45359338e+13 5.33093988e+14 -8.34570528e+14\n", - " -8.30241839e+14 2.55894571e+14 -1.79918638e+15 -1.03172387e+15\n", - " -1.54065964e+14 -1.54103875e+15 -2.77202641e+14 -1.22680645e+15\n", - " -2.03862260e+15 -3.99606205e+14 4.56632057e+14 8.67114638e+14\n", - " 5.29299845e+14 -4.84472117e+14 6.02239328e+14 2.07627615e+14\n", - " 6.01729354e+14 -1.04808304e+15 -2.98478447e+14 1.75062947e+15\n", - " 4.39124900e+15 8.10956526e+14 8.53300977e+14 -1.29265754e+14\n", - " -1.22490755e+15 -1.02621233e+14 -5.81440889e+14 2.73186228e+15\n", - " -4.12438217e+15 -1.90786070e+15 9.63368022e+14 4.20810367e+14\n", - " -1.15339567e+15 6.92341881e+14 7.51499119e+14 5.92175980e+13\n", - " 6.73335715e+14 -1.47205960e+15 2.36487650e+15 -3.71116632e+14\n", - " -5.33431138e+14 -3.16200031e+14 -1.86490785e+15 2.43050630e+15\n", - " -1.16080021e+15 2.78372867e+15 7.29518562e+14 -1.37568295e+15\n", - " -1.21212391e+15 -4.00061489e+14 -1.39312128e+15 1.06744422e+15\n", - " -1.30612994e+15 7.94662662e+14 -6.06103072e+14 7.63855888e+14\n", - " 1.09707378e+14 -3.85653481e+15 -5.41164371e+14 -2.68187380e+15\n", - " -4.00978216e+14 -1.96385596e+13 5.56374382e+14 -1.53809491e+15\n", - " 1.04211460e+14 -2.04151167e+15 2.57386022e+14 -4.92943811e+14\n", - " 6.80959377e+14 -5.60393034e+14 1.44691536e+15 7.14342988e+14\n", - " 5.12228725e+14 -3.21577546e+15 1.94467141e+14 5.29259545e+14\n", - " -1.62421865e+15 -1.61446613e+15 -5.19337895e+14 -6.92101995e+14\n", - " -9.84680931e+14 -4.85935752e+13 3.11425956e+13 1.02607471e+15\n", - " 1.67188091e+15 9.01354137e+14 1.69329095e+13 -6.47897505e+13\n", - " -1.43702681e+15 9.01023114e+14 3.97017539e+15 9.65344442e+14\n", - " -3.35467796e+15 -2.85488114e+15 1.57655823e+15 9.08599692e+14\n", - " 1.83236577e+15 -4.36064257e+14 -5.37605659e+14 2.05768369e+15\n", - " -2.01295931e+15 1.59442412e+15 3.55552996e+14 1.17297245e+15\n", - " -9.72223881e+14 -5.20472176e+14 -2.50762935e+15 -1.27277189e+14\n", - " 1.79005542e+15 -3.16343635e+15 -2.65515123e+14 -1.58361388e+15\n", - " 4.30726871e+14 3.41098074e+14 -1.67766076e+15 -6.13072805e+14\n", - " 1.98267002e+15 3.66925999e+14 6.77622264e+13 -3.00884885e+14\n", - " 1.12303546e+15 4.85681339e+14 2.81480293e+15 2.46732872e+14\n", - " -2.09702872e+15 -9.69882272e+14 9.15260215e+13 -2.98125070e+14\n", - " -3.14478989e+15 -1.24617709e+15 -1.19435882e+13 2.74350724e+15\n", - " -1.65782467e+15 -1.45236408e+15 -1.34361822e+15 -1.64101503e+15\n", - " 1.68524112e+15 7.54077330e+14 -1.00798608e+15 1.08669821e+14\n", - " 5.96010883e+14 1.05463896e+15 1.09989053e+15 -2.39900471e+15\n", - " 1.51047325e+15 -2.65678392e+15 2.94962411e+14 4.53575336e+14\n", - " 1.31542558e+15 -1.75564169e+15 1.53450018e+15 3.81587631e+14\n", - " -1.76721912e+15 3.41692723e+14 2.27316348e+15 2.44071830e+15\n", - " 7.99112183e+14 -9.05356302e+14 8.79366830e+14 1.17790091e+15\n", - " -2.62490865e+14 -2.23916098e+15 7.20077376e+14 -2.32285041e+15\n", - " -7.51256970e+14 9.15628250e+14 -5.61717969e+14 -3.47150614e+14\n", - " 1.17770015e+15 1.21339059e+14 -1.83825490e+15 -3.98446634e+14\n", - " -3.94066142e+14 4.55836339e+14 -5.32424911e+14 -3.47765670e+15\n", - " -3.35025625e+13 2.54067028e+15 1.05467149e+15 -2.55367194e+15\n", - " -7.57102818e+14 3.80395531e+14 2.78215767e+13 -8.58930356e+14\n", - " -2.48192760e+14 5.11486438e+14 -9.30191835e+14 1.64740723e+14\n", - " -2.19347557e+14 1.50023922e+15 8.74951846e+14 -1.05696865e+15\n", - " 1.73007094e+15 -2.08612301e+14 2.25761681e+15 -4.06771744e+14\n", - " 6.57212084e+14 -9.23208835e+14 -1.06091338e+15 1.14228905e+15\n", - " -1.59986462e+15 4.08258823e+14 3.29265574e+15 8.66688911e+14\n", - " -2.19653043e+15 -7.13892817e+14 -1.56864462e+15 7.12242861e+14\n", - " 4.26527259e+14 1.17931383e+15 -6.53140991e+13 -1.82239744e+14\n", - " 1.53275667e+14 -2.49549124e+13 -4.63217341e+14 1.63463547e+15\n", - " -2.87296277e+14 5.42365718e+14 2.83014491e+14 -7.99552553e+14\n", - " 9.07901033e+14 -1.58912427e+15 3.32480089e+14 1.64538614e+15\n", - " 1.71498541e+15 6.74061940e+14 -9.39035935e+14 -1.87748192e+14\n", - " -2.63895140e+14 8.71708544e+14 1.77881758e+14 1.19920376e+15\n", - " -4.27257319e+14 -8.18762137e+14 1.31489324e+14 2.36242051e+14\n", - " -1.90983882e+13 -7.49211556e+14 2.70481878e+15 -1.42821721e+14\n", - " -6.30138602e+14 -1.13860613e+15 1.98427517e+15 1.27806746e+15\n", - " 6.09035169e+14 -9.28328079e+14 -7.62158056e+13 -7.37199587e+12\n", - " 7.92389463e+14 -4.98954075e+14 8.56232497e+14 4.03736149e+14\n", - " 4.70541739e+14 -5.46980410e+14 -1.06258224e+15 1.11084119e+15\n", - " 1.76051289e+14 8.15891264e+13 2.05121412e+14 -1.99232117e+15\n", - " -1.47954708e+15 -1.18599281e+15 4.52577591e+14 2.75535583e+14\n", - " -2.22478581e+14 -5.43565293e+14 4.47891853e+14 1.00218191e+15\n", - " 1.16159555e+15 -1.13911713e+14 6.35281077e+14 3.60183290e+14\n", - " 7.91043363e+14 -8.82339697e+14]\n", - "Found 1912 total galaxies in catalog for cluster 22630\n", - "[-5.91176269e+14 -1.11716751e+15 3.12038296e+15 ... -1.87750310e+15\n", - " -3.08836601e+14 -1.30095451e+14]\n", - "Found 942 total galaxies in catalog for cluster 17777\n", - "[-1.98072402e+15 -7.36460273e+13 8.82990760e+14 -2.22119563e+15\n", - " -3.30053367e+15 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-7.35464642e+14 2.26316063e+14 -9.26622096e+14\n", - " -1.16026906e+15 1.58815742e+15 -3.42756350e+15 9.58522038e+14\n", - " 1.61429109e+15 -5.69008922e+14 -8.74616356e+14 5.03714148e+14\n", - " -1.04992034e+13 1.42105099e+15 -1.65371427e+14 4.39449950e+14\n", - " -1.53405042e+14 -1.08907274e+15 8.19674149e+14 -7.03396692e+14\n", - " 6.09389372e+14 -5.26642104e+14 6.22354240e+14 1.60677263e+15\n", - " -2.51941315e+15 7.59919050e+14 -6.75092307e+14 1.30003475e+15\n", - " -5.07715154e+14 1.76544986e+15 -2.32747888e+15 -4.40375822e+13\n", - " 4.26428039e+14 -5.94087387e+13 -1.84554305e+15 3.43491599e+14\n", - " 1.13000424e+15 8.24295514e+14 1.49031849e+15 1.84194720e+15\n", - " 1.12483176e+15 1.41699558e+15 7.26808819e+14 2.50399391e+15\n", - " 6.99054237e+14 2.00031932e+14 1.66539239e+15 4.45104745e+14\n", - " 9.19860455e+14 -1.35612852e+15 7.61061310e+14 1.18923123e+15\n", - " 1.00714240e+15 -1.68024028e+15 -1.31355005e+14 -3.46335838e+14\n", - " 8.13200706e+14 1.30625215e+15 -2.56655251e+15 -7.04709610e+14\n", - " 2.83142602e+14 3.83588640e+12 1.81304284e+15 -6.66930725e+14\n", - " 9.34135120e+13 8.83297948e+14 2.64133238e+14 -9.34901806e+14\n", - " -7.82962306e+14 8.08916778e+14 -1.96537629e+15 -6.43056303e+14\n", - " -1.04915424e+15 7.52068689e+13 -3.58603637e+14 -1.68975209e+15\n", - " 9.96994035e+14 2.04667251e+14 -5.28735640e+14 6.41760067e+14\n", - " -1.46534885e+15 -1.17378566e+15 1.35137093e+15 -9.13204068e+14\n", - " -2.68757048e+13 -4.34805032e+14 4.54047552e+14 5.99925073e+14\n", - " 1.99907373e+14 -1.52169841e+15 1.00018201e+15 9.10996337e+14\n", - " 1.31172947e+15 3.67905469e+15 -1.57892117e+15 3.91809183e+14\n", - " 3.97757098e+14 -9.55936484e+14 -4.84002630e+14 -1.24465410e+15\n", - " 5.35066619e+14 1.72923785e+15 -8.89981536e+14 3.68557726e+14\n", - " -9.81703667e+13 -1.05819919e+15 4.94665278e+14 -4.71623833e+14\n", - " 1.55308885e+14 1.16148593e+15 -1.53520816e+15 -4.76271536e+14\n", - " 9.46864337e+13 1.08314051e+15 -6.08425361e+14 -5.92703427e+14\n", - " 1.48237288e+13 -4.91184908e+14 -9.04264635e+14 7.31952868e+13\n", - " -7.17798529e+14 1.11983391e+15 7.63826416e+14 2.99041674e+14\n", - " 1.09266281e+15 1.27316872e+15 4.33834837e+14 -9.10839498e+14\n", - " -5.76676623e+14 -5.94671979e+13 -1.73327017e+14 -5.58768080e+14\n", - " 1.03655890e+15 3.73904788e+14 1.64486357e+14 5.23721437e+14\n", - " 7.65951194e+14 4.90391216e+14 3.41709447e+14 -8.29877974e+14\n", - " -3.67005239e+14 -3.29413005e+14]\n", - "Found 2126 total galaxies in catalog for cluster 33569\n", - "[-2.84261504e+15 1.60573858e+14 3.95545615e+15 ... -2.42692387e+14\n", - " -7.64237988e+14 -1.55854189e+13]\n", - "Found 1969 total galaxies in catalog for cluster 39996\n", - "[-1.96607851e+14 -4.49030264e+14 1.45237847e+15 ... 2.26368561e+14\n", - " -5.21978404e+14 -7.30040820e+14]\n", - "Found 3464 total galaxies in catalog for cluster 37007\n", - "[ 2.71421785e+15 -1.43301458e+15 1.15003338e+15 ... -5.79480946e+14\n", - " 3.40710498e+14 4.74355030e+14]\n", - "Found 4503 total galaxies in catalog for cluster 25937\n", - "[ 9.25147277e+14 -2.69775671e+15 -1.34482615e+15 ... 7.80236091e+14\n", - " 6.74363482e+13 -2.99705283e+14]\n", - "Found 1258 total galaxies in catalog for cluster 24386\n", - "[ 1.95778387e+15 1.61987255e+15 5.60387397e+14 ... 3.54061937e+14\n", - " -1.59645279e+14 -1.04719978e+14]\n", - "Found 4662 total galaxies in catalog for cluster 44685\n", - "[ 1.28177060e+15 -3.59470002e+14 2.58305350e+15 ... -6.69270800e+14\n", - " 3.98270037e+14 4.57600305e+14]\n", - "Found 2258 total galaxies in catalog for cluster 48725\n", - "[ 7.23120955e+14 1.64556902e+15 2.61582601e+15 ... 1.36560454e+15\n", - " 1.08082426e+15 -6.42765631e+14]\n", - "Found 1761 total galaxies in catalog for cluster 27260\n", - "[ 6.21959487e+14 -1.30428875e+15 1.61828069e+15 ... -8.52518552e+14\n", - " -1.10207881e+15 -4.45055628e+14]\n", - "Found 1011 total galaxies in catalog for cluster 35316\n", - "[ 3.01106793e+14 4.25032009e+15 -1.27573569e+15 ... 2.84972609e+15\n", - " -7.78603282e+14 3.44976559e+14]\n", - "Found 872 total galaxies in catalog for cluster 59428\n", - "[ 1.02594081e+15 -9.90036417e+14 -2.32862261e+15 -3.22695346e+15\n", - " 1.19827245e+15 -3.16520558e+14 1.43518292e+15 -1.69115617e+15\n", - " -5.61455311e+15 -4.44474700e+14 8.10253496e+14 4.70868435e+14\n", - " -7.95107655e+15 -3.38539757e+15 -2.50960756e+14 6.91010131e+14\n", - " -2.15743200e+15 1.69773835e+15 -3.78139857e+14 1.41326490e+15\n", - " -1.78096924e+15 3.20911883e+15 -3.22654863e+15 3.32620298e+15\n", - " 4.07664052e+15 -1.20065782e+14 -3.05387814e+15 1.51852667e+15\n", - " -1.87719772e+15 -2.62331868e+15 -3.11513808e+14 -3.95097642e+14\n", - " -6.63047355e+15 7.62684077e+15 -2.58217751e+15 -3.88609343e+15\n", - " 5.36307857e+14 2.26076302e+15 1.21742627e+15 1.29530969e+15\n", - " 1.93310164e+15 2.35866327e+15 -2.57205490e+15 4.64205298e+14\n", - " -3.49805417e+14 9.76820625e+14 -3.38751944e+15 5.21536038e+14\n", - " -2.58549377e+15 -4.02563069e+15 -1.91991835e+15 -1.02182866e+15\n", - " -2.99521896e+15 -3.68780852e+14 6.00385620e+14 5.38749303e+15\n", - " -3.14683846e+15 -2.01946477e+15 1.03909940e+15 -5.80255368e+15\n", - " 5.46307155e+15 -2.07428061e+15 -2.48586686e+15 2.14231080e+14\n", - " 5.69889948e+14 2.61201309e+15 5.54339803e+14 5.24095313e+15\n", - " 5.83071100e+15 2.72662116e+15 2.71916843e+15 3.61730068e+15\n", - " -1.45097297e+15 8.79487762e+14 -3.49853858e+14 -5.70572721e+14\n", - " 1.45513114e+15 -4.12640553e+13 -2.87998183e+15 3.47426350e+14\n", - " -1.82278636e+15 -9.68281647e+13 -1.07037189e+15 1.22118059e+15\n", - " 1.23828522e+15 -3.91885146e+15 -1.21424569e+14 -3.14673034e+14\n", - " -2.10617145e+15 -3.00579848e+15 -6.64354954e+14 -4.17893112e+14\n", - " 1.04789652e+15 -3.46522413e+15 -2.01177478e+15 -1.46316937e+15\n", - " -6.16825711e+14 2.63034190e+15 2.36645862e+14 1.28422638e+15\n", - " -2.02455417e+14 1.15797202e+15 3.28766880e+15 -2.25879421e+15\n", - " -3.47940286e+14 1.11813951e+15 4.88355436e+14 1.77837559e+15\n", - " -2.55567953e+15 2.84872245e+15 3.64085568e+14 5.45090722e+14\n", - " -1.95354593e+13 7.86184869e+14 9.88693304e+14 -3.07101017e+15\n", - " -1.41358994e+15 -4.26997480e+15 -8.46322983e+14 6.11218084e+14\n", - " 2.69171427e+15 -4.50070669e+13 -4.29317913e+14 -4.26326441e+14\n", - " -9.54896326e+13 -1.79500989e+15 -4.25737920e+14 -1.33527259e+15\n", - " 8.80462800e+14 -2.73243469e+14 5.88439568e+14 -1.16303864e+15\n", - " -1.20575987e+15 -3.45990801e+15 -1.93193682e+15 1.07962810e+15\n", - " -1.51075858e+15 1.35560613e+15 4.27280524e+15 -5.81721581e+14\n", - " 8.09648853e+14 3.46054243e+15 3.24425194e+14 -1.07660836e+15\n", - " 2.06783400e+14 2.92755041e+14 2.17401835e+15 2.71311943e+13\n", - " -2.70111866e+15 -2.23559113e+15 5.28498268e+14 -1.55599171e+15\n", - " 1.80528153e+14 1.38058935e+15 3.92914017e+15 1.05515911e+15\n", - " -2.17061498e+15 2.02697331e+15 -5.72193609e+14 -3.92090589e+15\n", - " 8.26436627e+14 7.93779004e+14 1.92601734e+15 2.37174074e+15\n", - " 1.97919452e+14 -5.78039699e+14 1.41820372e+15 -3.34497170e+14\n", - " -3.15143330e+15 5.41855616e+13 -6.26847974e+13 -4.15377329e+14\n", - " 1.09530781e+15 -3.12711223e+15 -1.01580772e+15 1.78985795e+15\n", - " 3.25574395e+14 -1.68690130e+15 -3.44034821e+15 1.33485523e+15\n", - " 2.23788758e+15 6.77197164e+15 -9.66681591e+14 -1.72506076e+15\n", - " -1.94546344e+15 -9.59503761e+14 5.17374475e+14 -3.69491778e+15\n", - " -1.76951722e+14 1.97017640e+15 -3.10671195e+15 1.67110026e+15\n", - " -5.50800055e+15 6.52196584e+14 -1.31185952e+15 3.23812547e+14\n", - " -2.11282841e+14 -4.44809543e+14 -6.46676606e+14 -4.15184998e+14\n", - " 6.56737416e+14 6.38576094e+14 1.64428486e+15 -6.69329032e+14\n", - " -2.28307618e+14 -9.23638324e+13 -2.70804714e+14 1.34923359e+14\n", - " -1.87177880e+14 3.08813176e+14 -5.38355666e+15 -5.36310884e+13\n", - " 2.46607743e+15 6.65620229e+14 -4.33046645e+14 -2.16552385e+15\n", - " -3.13490730e+15 -2.98750688e+14 -1.01109004e+15 -3.33051873e+15\n", - " 5.68808595e+14 1.23824969e+15 1.29277882e+15 9.23569548e+14\n", - " 3.01217399e+14 -8.74852939e+13 -1.92909935e+15 -2.85147787e+15\n", - " -2.83998311e+15 9.23969312e+13 -3.21239415e+14 1.61789537e+15\n", - " -1.22865724e+15 -1.73579485e+15 2.26041745e+14 1.02223015e+15\n", - " 3.77469438e+14 -1.84034673e+15 -1.69827278e+15 -3.08628015e+15\n", - " 2.41429903e+15 2.00684996e+14 1.38096431e+15 -1.53184150e+14\n", - " -4.65757810e+14 1.68938046e+15 -5.26468568e+14 -1.60983416e+15\n", - " 2.07070829e+15 7.38005524e+14 -2.00396696e+14 2.86821948e+14\n", - " 1.49577306e+15 -7.01757037e+14 1.25391857e+15 -8.63429902e+14\n", - " 1.75595052e+15 -9.22486254e+14 2.04584311e+15 2.13566770e+15\n", - " -4.81240361e+14 -6.68528693e+14 1.63319597e+15 -1.25103349e+15\n", - " -1.53365788e+15 -1.90251033e+15 -1.48526292e+15 -1.22281531e+15\n", - " -8.75680215e+14 -4.22006736e+14 2.37698310e+15 4.23263778e+15\n", - " -1.52698500e+15 -2.77683062e+14 7.69677833e+14 -8.15028048e+14\n", - " 1.35840064e+15 -1.25377623e+15 3.54494710e+14 -3.70092458e+13\n", - " -3.25053834e+15 1.31229141e+15 2.20870653e+15 -8.79161753e+14\n", - " -1.13468211e+15 -2.78254809e+15 -3.43558355e+14 1.05856047e+15\n", - " 1.72925818e+14 7.66499232e+14 -1.03900367e+15 1.89824228e+15\n", - " -1.33952504e+15 -6.93905753e+14 -3.85378707e+14 -1.19812494e+15\n", - " 2.15664203e+15 3.53605863e+14 -1.54138071e+15 1.42646488e+15\n", - " 1.93985710e+15 -3.54597295e+15 5.71257336e+14 -7.75958430e+14\n", - " 1.61805229e+15 8.96231286e+14 -4.29957591e+14 -1.28127375e+15\n", - " -1.01758115e+15 -5.08400797e+12 5.37729161e+13 1.24157749e+15\n", - " -1.68055764e+15 -1.70907520e+15 -1.26187086e+15 4.92493085e+15\n", - " -2.86105716e+14 -4.85354143e+14 -5.67792604e+14 8.99008161e+14\n", - " -3.78227008e+14 -7.63696195e+14 -1.03734144e+15 -4.15295312e+14\n", - " -2.96782062e+15 2.39974368e+15 -5.11992531e+14 1.18220428e+15\n", - " -4.37598511e+14 1.65542788e+15 2.26499021e+15 2.65941711e+14\n", - " -8.72193377e+14 -1.37882830e+14 -4.27312282e+13 3.67964275e+14\n", - " 1.09676274e+15 1.89124456e+15 -3.67216460e+14 -5.54887961e+14\n", - " 3.59354500e+14 -2.62695000e+14 -8.21084637e+14 -2.22625081e+14\n", - " -3.02109262e+15 -2.03741621e+15 -1.95633307e+15 2.97059544e+15\n", - " -6.59411301e+14 -1.11587746e+15 -1.43465521e+15 -9.36041178e+14\n", - " -9.14391271e+14 -1.73071196e+15 -1.72377693e+15 6.70420697e+14\n", - " -3.71738605e+14 -2.11769622e+15 4.02715616e+14 -6.04168329e+12\n", - " 1.53763170e+14 -3.47163980e+14 -3.19389766e+14 1.71590789e+15\n", - " -1.32411241e+15 -8.25060656e+14 -2.12710307e+14 1.42754968e+15\n", - " -1.40002099e+15 2.20560961e+15 2.61430464e+15 -3.19787190e+14\n", - " 2.71471254e+14 6.68560626e+14 1.06510895e+15 7.25834057e+14\n", - " 3.19095787e+15 7.22192907e+13 9.01824838e+14 -2.36228169e+15\n", - " -1.59715962e+15 5.89140418e+14 -1.12374745e+15 3.99694292e+14\n", - " 1.17566919e+15 -5.88624206e+14 1.98150072e+15 -7.82103513e+14\n", - " 6.53052251e+14 -1.25600803e+15 -1.12884202e+15 -1.94838285e+15\n", - " 2.29746791e+14 -2.81040517e+15 -4.49014063e+14 -2.19836576e+15\n", - " 8.51482899e+14 8.30391547e+14 1.97442171e+15 1.73337602e+15\n", - " -1.28403635e+15 2.69432479e+15 2.74528742e+14 -1.12177177e+14\n", - " 1.37045827e+14 7.40683829e+14 -7.18929600e+14 2.12323896e+14\n", - " -1.33842857e+13 2.10183158e+15 -5.58518246e+14 3.56610966e+14\n", - " -1.03061530e+15 2.99684576e+15 -2.00695924e+15 -1.24774250e+15\n", - " -1.01488945e+15 -3.58559758e+14 -1.30163720e+15 1.48895067e+15\n", - " -8.67339865e+14 -2.02351308e+14 2.36885419e+15 -2.66760585e+15\n", - " 1.29671059e+15 -1.71924434e+15 -1.48382110e+15 1.97625256e+14\n", - " 8.57507378e+14 2.28760798e+14 1.05798912e+15 1.20270206e+15\n", - " 2.36984330e+15 -7.32802954e+14 1.47056239e+15 9.36210736e+14\n", - " -3.92018611e+14 -9.93717753e+14 6.26392880e+13 1.76104998e+15\n", - " 2.78388957e+15 -2.30871876e+14 -5.97647148e+14 4.23887219e+14\n", - " 3.04255070e+14 -3.24287241e+15 -2.00711865e+15 1.62194781e+14\n", - " -6.45885048e+14 -4.32035103e+13 9.55025752e+13 2.49843964e+15\n", - " 8.11611987e+14 5.41150669e+14 -8.45677629e+14 2.61403053e+15\n", - " 5.25611294e+14 7.16158896e+14 -5.06196120e+14 -3.30622053e+14\n", - " 2.35165148e+15 -5.04592946e+15 -1.48287115e+15 -9.92127168e+14\n", - " -4.04188358e+14 -2.90723390e+14 6.67898571e+14 -4.52586354e+15\n", - " -2.11286743e+15 -8.72499596e+14 -9.22581918e+14 8.92073200e+14\n", - " 4.55344731e+14 1.61299946e+15 1.93766061e+15 -1.68411047e+15\n", - " 1.54111444e+14 2.98042324e+15 2.31946924e+14 -4.30996588e+14\n", - " -6.66475233e+14 5.12780796e+14 -9.43306661e+14 -2.55001228e+15\n", - " -4.43469960e+14 5.76131119e+13 -6.28984136e+14 1.94471193e+14\n", - " -5.58552916e+14 -4.32723732e+15 1.67450366e+15 -4.68597971e+14\n", - " -1.35735709e+15 1.08040767e+15 6.17678685e+14 6.66165178e+14\n", - " -1.41196703e+15 5.24275806e+14 9.63056141e+14 4.23366849e+14\n", - " 8.31108235e+14 -1.16492450e+15 7.43656964e+14 -2.15825325e+15\n", - " -1.79596056e+14 2.85049048e+14 1.67386469e+15 1.44373478e+15\n", - " 8.66648765e+14 -2.13780292e+15 1.07821388e+15 3.24648459e+14\n", - " -9.66404408e+13 -1.39637275e+15 5.33357111e+14 6.14316904e+14\n", - " 1.05076688e+15 -6.88527427e+13 2.13791952e+15 4.66283028e+14\n", - " 1.23802919e+14 2.22825343e+14 2.95551722e+14 9.65441343e+13\n", - " 7.98662589e+13 1.38308503e+14 -3.93746846e+15 -6.32243598e+14\n", - " 7.23403249e+14 -4.83267483e+15 -5.46362456e+13 7.50265159e+14\n", - " -2.68418433e+15 -1.44692092e+15 -5.49160856e+14 3.89361738e+15\n", - " 1.94141895e+15 -1.79840864e+15 -9.20466606e+14 -9.15938548e+13\n", - " -8.21671859e+14 1.19283983e+15 1.59686383e+15 -2.73511340e+14\n", - " 2.26825393e+14 1.72302780e+15 4.33136495e+14 2.53048573e+15\n", - " 4.19936875e+14 7.58242048e+14 -2.15271227e+15 3.15610838e+14\n", - " 1.94366608e+15 -1.99756834e+15 4.88956886e+14 1.55723071e+15\n", - " 2.18061301e+14 -2.19906433e+14 1.02497483e+15 -6.70224864e+14\n", - " 1.57473109e+15 -3.42120835e+15 -1.91050176e+14 -1.11718919e+15\n", - " 6.38297920e+14 1.41820714e+15 -9.92807497e+14 -2.67431455e+14\n", - " 1.40130770e+14 -2.51079980e+14 2.60456835e+14 2.37952766e+15\n", - " 1.57550736e+14 1.51760486e+15 -1.88982705e+15 -1.69227456e+15\n", - " 9.73349134e+14 1.13056226e+15 1.54142960e+15 5.08681861e+13\n", - " 3.58773605e+14 -2.66416695e+14 -7.71172474e+14 8.53408540e+13\n", - " 1.99387556e+13 -1.38719665e+15 -1.78812363e+15 -9.19950600e+14\n", - " -1.97579399e+15 -1.28236279e+15 -2.34410507e+15 1.39541235e+14\n", - " 9.43678091e+14 -1.48735532e+15 2.80831657e+14 2.94795373e+14\n", - " 2.36101632e+15 5.90419468e+14 -1.08744728e+15 1.57402501e+15\n", - " -7.98444568e+14 -2.07854548e+15 1.85767205e+15 -1.29785296e+15\n", - " 6.72320302e+14 4.93025120e+14 -1.31957833e+14 6.83719587e+13\n", - " 6.55584933e+14 -1.31557346e+15 2.05096853e+15 -7.69449034e+14\n", - " -9.21719436e+13 2.34791169e+15 -6.84776987e+14 -7.16526200e+14\n", - " -4.61452401e+15 -4.11454882e+14 -1.71848490e+14 7.68726435e+12\n", - " 1.42645995e+15 3.28751976e+15 6.55386724e+13 1.05673020e+15\n", - " 2.19294707e+14 -3.87350079e+14 1.60379530e+15 -1.76629784e+15\n", - " -1.92652768e+15 2.43269253e+15 -1.27779223e+15 3.55393053e+14\n", - " 2.39760571e+14 1.75904130e+15 1.10781455e+15 5.45269696e+14\n", - " -1.42750361e+14 -1.62788983e+15 2.70735453e+15 2.08886549e+14\n", - " -8.93136353e+14 -9.49527018e+14 5.04846088e+14 3.20616870e+15\n", - " 5.42526843e+14 1.41519012e+15 1.07910821e+15 -2.75352949e+14\n", - " -3.50593381e+14 -1.38209058e+15 -1.44319732e+14 -6.89398405e+14\n", - " -1.72698249e+15 1.24627497e+15 -7.97230956e+14 1.56221463e+15\n", - " 1.51248814e+15 -1.14284883e+15 1.06317147e+14 2.20862236e+14\n", - " 6.44362305e+14 -7.57435427e+14 -7.50342783e+13 9.59955781e+14\n", - " -2.56795398e+14 3.65225561e+14 3.77465260e+14 -1.18338753e+14\n", - " 8.73549429e+13 7.54803439e+14 -6.49078693e+14 1.34210521e+15\n", - " -1.58135796e+15 -7.02016646e+14 1.77134322e+15 -6.01228625e+14\n", - " -1.17643627e+15 4.21597291e+14 9.70247201e+14 1.14878363e+14\n", - " -3.34231536e+14 -1.87498338e+15 -9.01404685e+14 -1.00599572e+15\n", - " 1.42261394e+15 -4.38336807e+14 1.05512035e+15 -5.76248591e+14\n", - " 9.46903246e+14 4.17393018e+14 1.91986157e+15 -8.68366516e+14\n", - " 1.67762227e+15 -3.73957583e+14 -1.43473168e+15 -1.41106748e+14\n", - " -1.14513074e+15 6.26599594e+14 -2.98120199e+14 -1.67624643e+15\n", - " 1.01845088e+15 -5.81842298e+14 -1.48993333e+15 -6.82721520e+14\n", - " 6.07029665e+14 -1.52842758e+15 1.41165124e+14 2.04529385e+15\n", - " -1.40538123e+14 1.03539913e+15 -3.74401715e+14 -5.42733185e+14\n", - " -3.27781390e+14 1.75723185e+15 1.74615749e+15 -2.29011725e+15\n", - " 8.58727960e+14 -2.23984309e+14 -2.69014972e+14 -1.28339793e+15\n", - " -1.06870693e+15 2.86196716e+15 -1.05382591e+15 -5.44931380e+14\n", - " 1.17955891e+14 -5.70951160e+14 -1.24516330e+14 2.83390148e+15\n", - " 3.61494055e+14 2.35476554e+15 2.39991551e+14 -1.61399729e+15\n", - " -1.60538825e+15 -1.70004183e+15 2.39946915e+14 8.09538269e+14\n", - " 1.03964457e+15 -3.29990992e+15 3.10003150e+14 2.99124149e+14\n", - " 5.05157979e+14 7.16051201e+14 -1.43232796e+15 1.77766590e+14\n", - " 4.49402995e+14 -1.31992087e+15 6.90258299e+14 -9.18236673e+14\n", - " 9.13141415e+14 -2.57850106e+15 9.34334950e+14 1.17864321e+15\n", - " -4.46895439e+14 -1.54447720e+15 8.89809718e+14 1.51471714e+15\n", - " 3.51475668e+15 -1.41107172e+15 -6.30527486e+14 8.95046520e+14\n", - " 9.42270772e+14 -7.21492037e+14 -4.77333736e+13 -7.91809665e+14\n", - " 9.88405164e+14 -1.05934768e+15 1.21472151e+15 -1.08687085e+15\n", - " -2.72646689e+14 -2.35862486e+14 -1.72868178e+15 7.07012269e+14\n", - " -2.42835051e+15 1.51686204e+15 6.25738194e+14 -1.00891405e+15\n", - " 3.68937341e+14 1.87332952e+15 -3.25486178e+14 -1.37314019e+15\n", - " 7.18986460e+14 -7.50068306e+14 1.49359553e+15 -8.49179573e+13\n", - " 4.34300510e+14 2.86319038e+14 1.65703627e+15 -7.65065608e+13\n", - " 3.54773484e+14 -2.84543254e+14 -3.37479719e+14 1.59183814e+15\n", - " 7.88309546e+14 6.31320819e+14 1.55939364e+15 3.22197998e+14\n", - " 3.55112970e+14 1.67944734e+15 -2.53639776e+15 2.18124280e+15\n", - " 1.08168602e+15 4.30768842e+13 -6.45790543e+14 9.92072985e+14\n", - " -1.02511384e+15 8.73128590e+14 3.33882128e+14 -7.67578208e+14\n", - " 5.47375748e+14 1.02364106e+15 2.63161365e+15 -5.61190657e+14\n", - " -2.28064341e+14 6.49124984e+14 -4.42284923e+14 3.91309087e+14\n", - " 6.98036494e+14 -9.69678248e+14 5.43592391e+14 9.10066701e+14\n", - " 7.11327738e+13 6.21908320e+14 2.38459877e+14 1.10187237e+15\n", - " 1.40740779e+13 -2.52787503e+14 -3.83874707e+14 1.67141447e+15\n", - " 4.26088302e+14 3.49667683e+14 4.24039068e+14 -7.95320732e+14\n", - " 1.11058858e+15 -5.36165761e+14 1.24731626e+14 -2.98583580e+14\n", - " -3.82168139e+13 6.97414217e+13 -1.60241225e+15 1.23389223e+15\n", - " -2.41402310e+14 1.02964636e+15 -2.91011089e+14 6.97969852e+14\n", - " 3.86516235e+14 -6.93766332e+14 -1.01558820e+15 -9.34917187e+13\n", - " 9.72039332e+14 4.72622020e+14 7.12196792e+14 -6.60686137e+14\n", - " 8.38401704e+13 -1.41898555e+15 -4.43609258e+14 6.87841148e+14\n", - " 2.20115921e+15 5.89358653e+14 -4.94061482e+14 -5.33583811e+15\n", - " -2.18946875e+15 3.28151599e+15 2.14098444e+15 5.50510595e+14\n", - " -3.19870866e+14 4.08631832e+14 8.53198822e+14 1.47266771e+15\n", - " -7.09367538e+14 8.11101174e+14 -7.15912390e+14 -7.70447465e+14]\n", - "Found 1944 total galaxies in catalog for cluster 25976\n", - "[ 1.46330369e+15 5.31906593e+14 -2.36226372e+15 ... 2.30798721e+14\n", - " 8.09153116e+14 -8.45750270e+14]\n", - "Found 2708 total galaxies in catalog for cluster 31596\n", - "[-1.75198766e+15 6.58028574e+14 -1.82279525e+15 ... 1.41756701e+15\n", - " -7.21696010e+14 -2.28817482e+14]\n", - "Found 5886 total galaxies in catalog for cluster 26346\n", - "[ 2.52101828e+14 1.00649324e+15 6.95556809e+14 ... -5.87070202e+14\n", - " 8.98217200e+13 -6.40236000e+14]\n", - "Found 2469 total galaxies in catalog for cluster 36608\n", - "[ 4.12733679e+14 1.82342631e+15 3.24769572e+15 ... -3.95295027e+14\n", - " -5.78446398e+14 -4.57069921e+14]\n", - "Found 3301 total galaxies in catalog for cluster 26938\n", - "[-1.23476143e+14 1.85387579e+15 1.53596313e+15 ... -8.03528296e+14\n", - " 5.09828712e+13 2.89223175e+14]\n", - "Found 1179 total galaxies in catalog for cluster 74483\n", - "[-4.18983372e+14 1.75639781e+15 -3.08770818e+15 ... -1.61973657e+15\n", - " 3.35109685e+14 1.89923858e+14]\n", - "Found 2586 total galaxies in catalog for cluster 62882\n", - "[ 2.15561461e+15 -2.49249593e+15 -2.56813815e+15 ... 1.40122868e+15\n", - " -7.01672491e+14 6.49148325e+13]\n", - "Found 366 total galaxies in catalog for cluster 25770\n", - "[-4.12401251e+15 -3.43488632e+14 5.39775185e+15 6.50407308e+14\n", - " 1.54851767e+15 1.08419896e+15 -1.81104642e+15 1.09150899e+15\n", - " -3.56440261e+15 -5.69175646e+14 -4.60884603e+15 6.05653945e+15\n", - " 2.02554834e+15 1.91959995e+15 -5.84696589e+15 -3.76241075e+15\n", - " 3.84857362e+14 -3.55095744e+15 9.85849554e+15 -1.15886313e+15\n", - " -1.63494271e+14 -1.12950879e+14 -1.16947577e+15 -2.90704002e+15\n", - " 5.31177081e+14 -1.01575298e+15 -2.98390646e+15 1.57692151e+15\n", - " -3.72678052e+15 -7.79493342e+15 2.65786924e+15 -8.41381928e+14\n", - " -1.09156586e+15 -9.12450510e+13 -5.90105945e+14 1.45753960e+15\n", - " 1.69068549e+15 -3.93897615e+14 2.11956689e+15 -3.12946133e+14\n", - " -4.81697169e+15 2.32077118e+15 1.98050395e+15 1.06672681e+15\n", - " 2.41711124e+14 -1.61193203e+15 1.62265321e+15 -5.71873441e+14\n", - " -5.06376397e+14 -2.51305388e+15 6.37477641e+15 1.85162710e+15\n", - " -1.25378740e+15 -1.38533676e+15 2.44238421e+15 1.64483652e+15\n", - " -1.24117900e+15 1.20348463e+15 8.11198538e+14 -3.78191519e+15\n", - " 6.44007028e+14 -4.80913717e+14 3.57376916e+15 3.98750727e+15\n", - " -5.83971359e+15 -1.24549794e+14 2.22047853e+15 1.66957919e+15\n", - " -1.13780738e+15 -1.46873231e+15 1.49081610e+15 2.29880354e+15\n", - " -1.51310235e+14 6.30642826e+14 2.23838284e+15 -4.36835848e+14\n", - " 2.62789273e+15 2.67618809e+15 -6.77023792e+14 -1.70352173e+15\n", - " 2.57759112e+15 -6.40233693e+14 2.01801437e+15 2.36809551e+15\n", - " -1.26109315e+15 1.82451385e+14 -1.02788113e+15 -3.21442631e+15\n", - " -1.33513624e+15 -2.92870317e+15 -3.20380035e+15 -1.06537668e+15\n", - " 2.39177865e+15 5.67988472e+15 -2.60148819e+14 3.10207006e+15\n", - " 8.39058038e+14 1.16676683e+15 -2.54273063e+12 1.03339177e+15\n", - " 8.83626470e+14 -1.13840426e+15 6.27069531e+14 -2.98040818e+15\n", - " 9.18811626e+14 -2.67494431e+15 -1.18491613e+15 -2.18025132e+15\n", - " 8.92374098e+13 8.21793883e+14 -4.85730810e+14 2.82541375e+15\n", - " 3.74019913e+15 6.88096572e+14 1.06809696e+15 -1.13321428e+15\n", - " 7.52128373e+14 -1.55883885e+15 -5.18384374e+13 3.74992979e+15\n", - " 5.28935939e+15 1.73645279e+15 8.55024507e+14 -8.99282671e+13\n", - " 1.05219805e+14 -1.41447312e+15 -2.06176207e+15 3.48423826e+14\n", - " 1.71962586e+15 7.91103221e+14 1.08138704e+15 3.30597284e+15\n", - " 1.39825662e+15 -2.82674144e+15 2.80107624e+15 -1.42354235e+14\n", - " -2.68571029e+15 2.06321072e+15 1.34598194e+15 -2.29221931e+14\n", - " -1.01436171e+15 1.28551565e+15 8.70266026e+14 -9.67802641e+14\n", - " -4.65287375e+15 -3.08902668e+14 1.67050061e+14 3.89537303e+15\n", - " -1.74041794e+14 4.14520566e+15 6.76477226e+14 2.26447671e+14\n", - " 2.20279420e+14 3.19627290e+14 4.75401756e+14 -4.31176937e+14\n", - " -4.86152741e+14 -5.25699135e+14 -1.78168513e+15 5.80042250e+14\n", - " -2.32093911e+15 6.97779371e+14 1.38338237e+15 6.02357370e+13\n", - " 1.22978104e+15 -1.39444899e+15 9.78510686e+14 -2.54840229e+15\n", - " 1.25535218e+15 -2.15335405e+15 -3.59073850e+15 1.24063368e+15\n", - " -1.00497067e+15 -3.52606388e+14 2.13214766e+15 -8.37104120e+14\n", - " 9.71628242e+14 3.76468827e+14 3.52083070e+14 -6.63194835e+14\n", - " 2.68011927e+15 -2.89341258e+15 2.28775454e+15 -4.07333786e+14\n", - " 3.51770172e+15 1.51477757e+15 1.07987845e+15 1.34384485e+15\n", - " -4.82559231e+14 2.65444107e+14 -7.47153396e+14 -5.18829682e+14\n", - " 9.96045803e+14 3.76430719e+14 -4.33931568e+14 1.68533645e+14\n", - " 1.49287409e+14 3.51672755e+14 1.07000289e+15 -8.72758446e+14\n", - " -1.39475110e+15 -2.39265628e+15 -3.27618859e+14 -2.65802872e+15\n", - " -2.90488686e+15 -8.31780434e+14 -2.24743069e+15 4.00708108e+14\n", - " 1.40166188e+15 4.82746983e+14 7.21026631e+14 -2.39287245e+14\n", - " -8.47854941e+14 2.87223370e+15 1.23148418e+15 2.45480311e+14\n", - " -1.36126533e+15 2.85563848e+15 9.17329230e+14 4.17824021e+14\n", - " 7.11275796e+14 3.71149385e+14 -7.37911664e+14 9.56762445e+14\n", - " 2.84300806e+15 -2.34559438e+15 -1.73461704e+15 -1.14942339e+15\n", - " 3.10465484e+14 -9.21764859e+14 4.83866530e+15 -2.58546086e+13\n", - " -8.17837439e+14 -2.55339706e+13 3.89231925e+14 -2.66515273e+15\n", - " -1.31668507e+14 5.69726653e+14 -4.27246031e+14 4.85190851e+14\n", - " -1.87850022e+15 -7.04762243e+14 1.06108064e+15 5.91703115e+14\n", - " 3.86326988e+14 1.02502819e+15 2.25965695e+15 6.24028281e+14\n", - " -9.33809057e+14 1.72453124e+15 8.06385615e+14 1.71877949e+15\n", - " 5.13012987e+14 1.76238435e+15 -3.95061312e+14 1.18402170e+15\n", - " 1.06002847e+14 1.70148994e+15 -8.83115348e+14 6.99047950e+14\n", - " 3.56436044e+15 -3.28085585e+14 -7.84272371e+14 -6.38521662e+14\n", - " -2.65178665e+15 1.57110224e+15 1.08449786e+15 1.48768859e+15\n", - " 2.11809459e+15 1.35032381e+15 1.47347649e+13 5.84450165e+14\n", - " -6.44754112e+13 -4.84322790e+14 1.00009986e+15 5.83417096e+14\n", - " -1.17129697e+15 -1.62423565e+14 -3.11812667e+14 1.38005607e+15\n", - " 2.59789659e+15 -1.09739397e+15 2.76748128e+15 -4.08959054e+14\n", - " 1.20713266e+15 -7.52821257e+14 9.87392417e+13 -2.71370083e+15\n", - " -5.66743114e+14 1.21113786e+15 1.97453207e+15 7.71064807e+14\n", - " 5.82444665e+14 9.41781755e+14 -2.19368531e+15 8.95781774e+14\n", - " -1.09905906e+15 2.04091416e+15 7.16301970e+14 -1.47091110e+15\n", - " -1.65293765e+15 -1.16605573e+15 4.22758439e+14 -1.80797343e+15\n", - " -1.05064181e+14 8.78033125e+14 2.49347367e+14 -1.71774262e+15\n", - " -1.00200553e+15 -3.73051153e+14 -1.52429211e+15 1.39976875e+15\n", - " -2.50932486e+15 -5.85839893e+14 -1.20130718e+15 1.98330058e+15\n", - " -1.05821581e+15 1.75592959e+15 -2.61546507e+14 9.31539547e+13\n", - " 4.70066400e+14 -1.16695031e+15 1.47997620e+15 4.05141263e+14\n", - " 1.14571810e+15 2.41567587e+15 -5.52187459e+14 -3.09220512e+14\n", - " -7.74168349e+14 7.71430835e+14 -4.16630159e+14 -1.06013189e+14\n", - " -1.46475061e+14 -1.08329005e+15 -6.32730071e+14 4.35448599e+14\n", - " 1.52213283e+13 2.84725036e+15 9.36176862e+14 7.69705259e+14\n", - " 7.26421234e+14 -1.18956152e+15 1.03773902e+15 -2.97838925e+14\n", - " -4.79266784e+14 9.91822235e+13 7.20606343e+14 5.23368405e+13\n", - " -3.81840693e+14 -7.41381030e+14 1.43838563e+14 7.96209711e+14\n", - " -9.40735946e+14 1.73002336e+15 -2.93790538e+15 -6.25232385e+14\n", - " -8.93267751e+14 3.33477445e+15 4.09154448e+14 -3.22485031e+13\n", - " 9.08668427e+14 1.15507700e+15 1.04100843e+15 -9.34282154e+14\n", - " 9.77432725e+14 -4.27354863e+13]\n", - "Found 280 total galaxies in catalog for cluster 59302\n", - "[-5.06316085e+14 2.39305853e+15 4.33443331e+15 -1.48019945e+15\n", - " -1.71198728e+15 2.38496279e+15 2.95698477e+15 -2.30261556e+15\n", - " -1.34971732e+15 -1.93107071e+14 -3.69728369e+15 -2.62765376e+15\n", - " 1.18016107e+15 -1.11293122e+15 -5.22820355e+14 -8.30466549e+14\n", - " -1.63338166e+14 -1.09738583e+15 4.49161147e+14 1.38174479e+15\n", - " -2.39438014e+15 -3.93717288e+15 -1.44383429e+14 3.05130609e+15\n", - " 1.65364775e+15 9.47799740e+13 1.49906118e+15 1.94315548e+15\n", - " 1.51147494e+15 -1.93775591e+15 3.79297824e+15 2.51347997e+15\n", - " 2.77769483e+15 -1.97061598e+15 -2.88132266e+15 1.83866093e+15\n", - " 4.80682362e+15 1.12275959e+15 3.36704398e+15 7.17607956e+14\n", - " 1.08630363e+15 2.17630631e+15 -5.45173035e+14 -3.91519538e+14\n", - " -9.69228629e+12 1.86221482e+15 1.85641995e+14 -1.09536529e+15\n", - " 5.37922214e+15 -3.63590705e+15 2.45186920e+15 -6.09956520e+14\n", - " 3.36225609e+15 -2.73091204e+14 -1.66569278e+15 -1.89041899e+14\n", - " 1.40530676e+15 -7.48097672e+14 3.07446537e+15 8.88902047e+14\n", - " 1.65246634e+15 -3.44712005e+15 -1.77608932e+15 -2.92466968e+15\n", - " -2.10801809e+14 8.41308147e+14 1.88103252e+15 1.89872571e+15\n", - " -3.27392969e+14 4.21323883e+15 -1.99881682e+15 -4.66796809e+13\n", - " 1.39015140e+14 -1.57388982e+15 1.60438058e+15 -1.82765420e+15\n", - " -1.08828708e+15 -1.61807686e+15 6.04952097e+15 -1.99494037e+15\n", - " -3.78723262e+15 -1.32538389e+14 -1.12005864e+15 2.82469511e+15\n", - " 6.36792362e+14 -3.63754713e+15 2.40039097e+15 3.08598219e+15\n", - " 1.35800270e+15 8.20347644e+14 3.37516241e+15 4.23574478e+15\n", - " -2.97313110e+14 3.75267730e+15 -5.16188880e+14 -1.66612188e+15\n", - " 5.08591582e+14 -2.76042096e+13 3.16905742e+15 1.49027246e+15\n", - " -4.79995726e+14 -1.20324496e+15 7.06150037e+14 1.68707828e+15\n", - " -2.63712205e+15 2.70645371e+14 -3.09683271e+15 -3.67681875e+14\n", - " -3.53629963e+15 1.20433772e+15 1.17466966e+15 -6.28084774e+14\n", - " 3.66311551e+14 1.25171355e+15 -4.03432865e+14 -1.94389026e+14\n", - " 1.47082573e+15 -4.05239890e+14 -2.28939148e+15 -1.71152360e+15\n", - " 1.86335099e+15 2.18410766e+15 -1.00074162e+15 2.98923792e+15\n", - " 2.78188187e+14 9.79114510e+14 -9.54241882e+14 1.75387104e+14\n", - " -6.01605413e+13 3.16873634e+15 -2.34819422e+14 -1.67339187e+15\n", - " 4.29307182e+15 -1.98471337e+15 -1.90132248e+15 -1.16761411e+15\n", - " 1.33068097e+15 -1.27599730e+15 1.11744026e+15 1.65685277e+15\n", - " 9.99619156e+14 7.07799161e+14 -1.98455134e+15 3.25450825e+15\n", - " -3.07587027e+15 1.57733197e+15 7.77586318e+13 1.36132294e+15\n", - " 1.79442096e+15 -1.04143608e+14 -2.68101278e+15 1.32222783e+13\n", - " 1.37058091e+15 -4.26394015e+14 4.71126521e+14 1.65494126e+14\n", - " 1.99875424e+15 -3.88602545e+15 -1.22228766e+15 2.22770116e+15\n", - " 4.37658731e+15 1.57571100e+14 3.69856330e+15 -3.90503190e+13\n", - " -1.15433463e+15 -2.57035096e+15 1.30664225e+15 -8.45000141e+14\n", - " -2.06967449e+14 -3.04750063e+15 -1.37573271e+15 -4.72104178e+14\n", - " -1.40898706e+15 -3.07456879e+15 -8.12506900e+14 -2.68081062e+14\n", - " 1.18337636e+15 2.07838282e+15 -1.30674092e+15 -6.19575107e+14\n", - " 2.68410931e+15 1.01893809e+15 -6.80012996e+14 3.29845332e+14\n", - " -2.43152569e+15 7.64818120e+14 -3.34224685e+14 -4.02942961e+14\n", - " 3.76274463e+15 -3.21019126e+14 -3.48346519e+14 6.96282685e+14\n", - " -2.87396624e+14 -6.38416646e+13 -4.22431473e+14 -1.94180115e+15\n", - " 1.40123701e+15 6.94797465e+14 -2.70667744e+15 -3.16628843e+14\n", - " 1.31183805e+15 -1.23704258e+15 1.29924094e+15 9.08881006e+13\n", - " 9.74925353e+14 -6.88384913e+14 -1.24868441e+15 1.04760323e+14\n", - " 5.69764937e+14 -1.43272201e+15 -2.74653593e+14 8.58718953e+12\n", - " -7.10413253e+14 -1.20008925e+15 1.12717689e+15 -1.94229065e+14\n", - " 1.83418841e+15 1.29899938e+15 2.70031170e+14 -2.50725593e+15\n", - " 2.84266256e+14 6.63894643e+14 -3.21298870e+15 3.04108495e+15\n", - " -1.10754174e+14 8.69515988e+14 -7.10393259e+14 -1.09620080e+15\n", - " -2.82450916e+14 6.15642819e+14 -1.62399385e+15 5.05246429e+14\n", - " 1.59463216e+14 -9.35228132e+14 1.11416289e+15 -1.69519834e+15\n", - " 1.67967985e+15 -2.66949929e+15 -3.64374139e+14 9.43179462e+14\n", - " -2.81902066e+14 -6.15491986e+14 5.88597052e+14 -4.15133098e+14\n", - " 2.00187775e+14 6.32051062e+14 3.15565407e+14 7.24884598e+14\n", - " 8.95542754e+14 1.99589634e+15 1.30466087e+15 -1.39517700e+15\n", - " -1.54951735e+14 -6.85626961e+14 4.57035278e+14 -7.16036843e+14\n", - " -7.13861888e+14 -9.98283997e+14 4.81687368e+14 1.97747084e+15\n", - " 3.22604138e+14 5.80952976e+14 1.30253715e+15 -1.56755376e+15\n", - " -1.91342407e+15 4.46114374e+14 6.48874636e+14 -1.08975086e+14\n", - " -8.10621367e+14 -3.58127664e+14 -1.10568593e+15 -9.73308692e+13\n", - " 1.86336403e+15 8.52329522e+13 -2.06021534e+15 2.10108218e+15\n", - " 7.87902375e+14 2.33371611e+15 1.00209483e+15 -4.81605135e+14]\n", - "Found 776 total galaxies in catalog for cluster 53335\n", - "[-4.52585143e+14 -9.23697746e+14 -2.60548238e+15 1.47483300e+15\n", - " -1.45765463e+15 -5.15539765e+15 5.80396091e+14 2.86861338e+14\n", - " -4.85834990e+13 -4.16938633e+15 2.94086866e+15 4.42425469e+15\n", - " 1.66282236e+15 2.73774114e+15 -4.58793963e+15 4.63625405e+15\n", - " -2.01934387e+14 -9.76300311e+14 -1.09112456e+15 -3.06841741e+14\n", - " -6.48466340e+14 -1.77259593e+15 4.59318442e+14 2.23854964e+15\n", - " 5.00865018e+14 -3.83228046e+13 3.57684859e+15 2.15211342e+14\n", - " -4.35532345e+15 1.32943361e+15 -9.47377513e+14 -3.54360077e+15\n", - " 2.75066876e+15 1.04548172e+15 1.23765979e+14 2.81973183e+15\n", - " 6.48870577e+15 -3.11632846e+15 2.11532355e+15 1.42640451e+15\n", - " -7.15594496e+14 7.68926864e+14 3.33981194e+15 -5.37399230e+14\n", - " -8.35746610e+14 4.64946486e+14 1.54494579e+15 3.20242530e+15\n", - " -1.02143278e+15 4.29893954e+14 -3.59965485e+14 1.04953409e+15\n", - " 4.81604825e+14 2.10147324e+14 4.83942597e+15 -6.06685687e+14\n", - " -1.02551697e+15 1.56107197e+15 -4.41285069e+14 -6.10544506e+14\n", - " 1.54770173e+15 3.97859957e+14 -1.79469912e+15 2.12884253e+15\n", - " 8.91815359e+14 2.65132900e+15 -6.91754026e+14 -3.73720624e+15\n", - " -2.64970799e+15 -1.52757600e+13 -1.18043878e+15 4.94304879e+13\n", - " -3.15219280e+15 3.09585625e+15 1.68543651e+15 3.76176537e+15\n", - " -4.03386856e+15 9.04236295e+14 7.03353146e+14 1.75628101e+15\n", - " -1.07530023e+15 -3.02266444e+14 -1.69240158e+15 3.53785937e+15\n", - " 2.53549707e+15 -1.96808627e+15 -2.64351063e+15 1.27145713e+15\n", - " -1.84937112e+15 8.92425156e+14 2.33097330e+15 -6.63622940e+14\n", - " -1.40223912e+15 -1.15206960e+15 1.51878695e+14 1.14182776e+14\n", - " -4.12529399e+14 4.91525869e+15 2.65049296e+15 9.36953184e+14\n", - " 3.78627930e+15 -2.06565891e+15 -2.55183383e+15 -8.52845646e+14\n", - " -2.06419066e+15 -3.90611826e+15 -2.56451418e+15 1.52980188e+15\n", - " -5.35289283e+15 1.36292993e+15 2.68987812e+15 -2.66084877e+15\n", - " -4.03041574e+15 -3.04147638e+15 5.88069687e+14 4.77788163e+15\n", - " -1.12067144e+15 -1.26081774e+14 -1.03803858e+15 -6.83838571e+14\n", - " 2.50895802e+13 -6.33090571e+14 -5.66733428e+14 -3.30749102e+14\n", - " -7.31575737e+15 -2.40412920e+15 -1.69339605e+15 1.67239378e+14\n", - " -4.19988182e+13 -5.38059816e+14 -1.48321237e+15 1.89452951e+15\n", - " 1.30739033e+15 1.44804412e+15 4.27020676e+14 -1.76030628e+15\n", - " -4.72705702e+15 2.69896945e+15 -1.51997919e+15 2.27981941e+14\n", - " 2.03449949e+14 -4.42639056e+15 -1.67474219e+15 1.45291803e+15\n", - " 4.07757226e+15 7.01714580e+13 -9.57964789e+14 2.11578919e+15\n", - " 4.01539587e+14 -1.80556178e+14 -6.57478208e+14 -1.16806488e+15\n", - " -2.92523811e+13 -2.37125291e+15 3.25943427e+15 8.11572196e+14\n", - " -5.23550342e+14 -4.62052497e+15 2.76096370e+15 -2.74979080e+14\n", - " -6.23299246e+14 -1.77270060e+15 -5.37304321e+14 1.03439360e+13\n", - " -3.97468280e+15 -1.34387747e+15 1.09422404e+15 -1.41644749e+15\n", - " 4.09854420e+14 2.62235657e+15 -1.64058269e+15 -4.56211126e+14\n", - " -2.31658160e+15 -4.52089326e+15 4.15767818e+14 1.36238197e+15\n", - " 3.57447402e+14 7.66998624e+14 1.39466545e+15 -2.88319887e+15\n", - " -1.12121635e+15 -8.94110259e+14 -3.14470829e+14 -4.14327123e+15\n", - " -1.63926497e+15 -1.04674761e+15 -2.80585165e+15 3.43056256e+15\n", - " -2.59613020e+14 1.99366928e+15 -1.37774020e+15 -6.51721931e+14\n", - " -1.18271755e+15 6.56433473e+14 -3.54130198e+15 -1.40454812e+15\n", - " -1.49154708e+15 -5.70082284e+14 -2.95837224e+15 4.29747471e+14\n", - " -2.24851791e+15 -1.24657174e+15 -1.00332083e+15 2.00817982e+14\n", - " -2.05090757e+14 1.31185648e+15 -3.94115956e+15 -1.93453180e+14\n", - " -1.03952082e+15 8.68346890e+12 -7.12982176e+14 2.50243882e+15\n", - " -1.39773506e+15 -1.48486976e+14 -4.08584896e+14 1.84535715e+15\n", - " -2.98617592e+14 3.84650020e+15 -1.00871665e+15 2.91761656e+15\n", - " 1.84116750e+15 9.55004026e+14 1.84958608e+15 -9.29653449e+14\n", - " 6.61886664e+13 -5.55241374e+14 -9.00404267e+14 2.16884012e+15\n", - " 3.11571668e+15 -3.44625698e+15 -2.04940712e+15 1.14971767e+15\n", - " 2.09312509e+15 5.52984866e+14 3.31415060e+15 1.44146251e+15\n", - " 2.28900862e+15 1.58807327e+15 -9.52799774e+14 4.01174989e+15\n", - " 1.22294646e+15 1.05372324e+15 -2.42933297e+14 -1.35443456e+15\n", - " -2.11380452e+15 -2.26564342e+15 1.96024849e+14 1.21232465e+15\n", - " 2.56272435e+15 1.04768702e+15 1.01194689e+15 -6.30737649e+14\n", - " 1.74833150e+14 -1.66400453e+14 -1.02525921e+15 -4.65107183e+14\n", - " 2.85924046e+13 -2.28288163e+15 -1.58721902e+15 -6.34842203e+15\n", - " 2.29419647e+15 -7.72578471e+14 -7.40400703e+13 -6.42690191e+14\n", - " -3.64885164e+15 -2.53797720e+15 -1.35601533e+15 -1.97673092e+15\n", - " 1.07072157e+15 4.89143719e+14 -4.12635727e+14 2.56605265e+14\n", - " -2.68027311e+14 -7.27798596e+14 1.47278948e+15 -1.22194402e+14\n", - " 1.03407816e+15 -1.17689688e+15 -6.18954029e+14 -1.20170676e+14\n", - " -1.68764804e+15 8.63249229e+14 3.35451481e+14 -2.28481333e+15\n", - " 1.23454577e+15 -2.13444523e+15 -9.55697644e+14 -4.39513528e+14\n", - " 5.92181441e+14 -7.09681564e+14 3.54298167e+14 -1.01375722e+15\n", - " -3.66046491e+14 -5.62655421e+14 -1.88992961e+15 6.99211581e+14\n", - " 1.29965107e+15 -1.89370524e+15 1.02215001e+15 1.62199798e+15\n", - " 7.04479848e+14 1.04143002e+14 1.04168515e+15 1.71385560e+15\n", - " -4.14439978e+14 5.98512680e+14 -1.23914309e+15 -4.33029374e+14\n", - " 3.58062023e+13 6.52765193e+14 2.45208124e+15 -1.36298459e+15\n", - " 1.05218263e+15 1.70504787e+15 -1.21957631e+14 -2.19227335e+15\n", - " 9.48482957e+14 2.66085086e+15 6.51696659e+14 -1.03792931e+15\n", - " -4.83982633e+14 5.86716526e+13 8.25939906e+14 6.26309864e+14\n", - " -1.46995313e+15 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1.70491816e+15 -1.09707097e+15\n", - " 2.29097517e+15 -4.29473431e+14 7.95707463e+14 3.13041971e+14\n", - " 3.63695407e+14 1.56593824e+15 -8.98343739e+14 -2.76042324e+15\n", - " 1.69996817e+14 6.34157926e+14 -5.36285747e+14 9.97267871e+14\n", - " 7.25415558e+14 -4.45707968e+15 1.35433833e+15 2.13871653e+15\n", - " 3.69184512e+15 6.72827953e+14 1.81508622e+15 -8.30530437e+14\n", - " 7.55958185e+14 -2.43869029e+15 3.84982731e+14 -5.17991603e+14\n", - " -6.56763401e+14 -1.18610196e+15 1.43288750e+15 -1.01650159e+15\n", - " -7.54532901e+14 -1.62766764e+14 2.15910433e+15 -1.67278971e+15\n", - " 7.18068184e+14 -2.63071330e+15 5.39184155e+14 -2.03145967e+14\n", - " -6.88467965e+14 -1.41377203e+15 -1.92296655e+15 2.32741469e+15\n", - " -1.21341421e+15 1.63843138e+15 5.57368291e+14 -9.40994068e+13\n", - " -1.55779656e+15 -1.01167142e+14 1.32569158e+15 7.81531979e+14\n", - " 2.80443971e+14 1.42253015e+15 -2.61629584e+14 4.67615025e+14\n", - " 1.44576909e+13 -8.43316466e+14 4.14567190e+15 -9.15565220e+14\n", - " 1.19530018e+15 -1.43419731e+15 2.24197735e+15 7.00598398e+14\n", - " 1.14932579e+15 -9.68297906e+14 -1.92345545e+14 1.74004891e+15\n", - " 1.23102881e+15 -1.30980945e+15 -8.44037466e+14 -8.08021317e+14\n", - " 9.57480542e+14 -5.93669442e+14 3.00079103e+14 1.77070787e+15\n", - " 3.69060604e+15 1.40809738e+14 -1.91187306e+15 -1.15125116e+15\n", - " -2.08822279e+14 5.40057622e+14 -1.83928820e+15 6.81908501e+14\n", - " -2.93940893e+14 -8.16681643e+14 2.12655015e+14 -1.39016436e+15\n", - " 2.91617379e+14 1.03325073e+15 -6.14661468e+14 -1.38856624e+14\n", - " -3.15052181e+14 -1.04173659e+14 5.16656791e+14 2.28121500e+15\n", - " -1.13993902e+15 -7.46233267e+14 8.24953011e+14 -2.31031989e+15\n", - " -2.58773105e+15 1.01260002e+15 7.62482779e+14 -3.97616675e+14\n", - " 1.75829966e+15 -8.29887613e+14 2.28528377e+15 -4.50770267e+14\n", - " -4.17666587e+15 9.58341972e+13 6.90751298e+14 -1.86152679e+15\n", - " 3.16171779e+14 1.34271114e+15 -6.47144618e+15 -7.67409898e+14\n", - " -8.50831985e+14 1.08726215e+15 -9.75396122e+14 1.55300737e+15\n", - " -8.34510404e+14 -5.75486061e+14 4.79667495e+13 -6.01706584e+14\n", - " 6.02487571e+13 1.61358924e+15 -3.79124141e+14 -3.00320012e+14\n", - " 1.03911428e+15 -3.14699817e+14 -2.50977928e+15 -2.40758880e+15\n", - " -9.23367306e+14 1.89174322e+15 -1.16552037e+14 1.40682295e+15\n", - " 4.83089238e+13 4.51915320e+14 5.02862272e+14 4.37067642e+14\n", - " -1.83312504e+14 -7.89368670e+14 6.06285337e+13 -8.55835466e+14\n", - " -7.27357272e+14 9.00817944e+14 -8.17534997e+14 7.81289429e+14\n", - " -9.81216626e+14 1.65905866e+15 1.75389772e+14 -1.03480097e+14\n", - " -9.96968094e+14 6.66617399e+14 2.32549751e+14 1.90001979e+15\n", - " 7.47103165e+14 1.35889468e+13 3.39975249e+13 1.10133033e+15\n", - " -9.07033025e+14 1.58820001e+15 -1.69600525e+15 1.29279214e+14\n", - " -9.12350576e+14 1.04289784e+15 -4.91147587e+14 -2.72474252e+15\n", - " 3.75795325e+14 7.19303377e+14 1.49685842e+15 1.68008949e+14\n", - " 8.37374830e+14 -1.86042724e+14 1.05459613e+15 -2.73750047e+14\n", - " -3.16027055e+15 -1.73339298e+13 -1.25722192e+15 -1.73777129e+14\n", - " -7.55466948e+14 -4.93838972e+13 1.13481884e+15 -1.56479622e+15\n", - " 1.24872752e+14 -1.64825225e+15 -8.05919860e+13 5.25555083e+14\n", - " 1.29235265e+15 -1.37726685e+15 8.88234035e+14 -3.56191931e+14\n", - " -5.93939381e+14 2.77826766e+15 -7.88084599e+14 7.06194077e+14\n", - " 2.81624030e+15 -3.09490112e+15 3.01123807e+14 3.12719362e+14\n", - " 4.62289976e+14 4.67390155e+14 6.43769870e+14 -4.92586502e+14\n", - " 9.30495382e+14 -4.81011438e+14 1.83508445e+14 -7.28929192e+14\n", - " 1.98367605e+15 1.79401019e+15 1.22094912e+15 -1.33059156e+15\n", - " 2.17160663e+15 7.09801917e+14 -5.49332981e+14 -3.12938804e+14\n", - " 1.61855603e+15 6.32498560e+14 -1.75612312e+15 -1.47332757e+15\n", - " -7.89775815e+14 7.08202238e+14 2.57051319e+15 -1.08860487e+15\n", - " 3.10233501e+15 -2.47888690e+15 7.76739698e+14 -6.82402682e+14\n", - " 8.29823359e+14 -1.41147461e+15 -8.84469415e+14 3.15795632e+14\n", - " -6.82880724e+14 -4.64146239e+14 9.90188240e+14 -1.59166043e+15\n", - " -2.35160672e+15 1.20235590e+15 -9.82082374e+14 1.92107905e+15\n", - " 9.71975589e+14 -1.00306942e+15 -1.36036380e+15 -6.72253873e+14\n", - " -1.86256083e+15 -9.85500008e+14 -8.31083074e+14 -6.66219158e+14\n", - " 1.21811146e+14 3.63483346e+14 -1.14814293e+15 7.33635826e+14\n", - " -8.37514560e+14 -5.17176231e+14 -5.41086190e+14 -9.34616048e+14\n", - " 4.88970407e+14 6.81322164e+14 1.50405373e+15 -1.35709124e+15\n", - " 2.25099666e+15 8.08629760e+13 1.42010628e+15 8.72568487e+14\n", - " -6.34217118e+14 2.20218564e+15 6.29473941e+14 -1.51145563e+13\n", - " 5.80070978e+13 -2.77240706e+15 2.63214047e+14 1.40086597e+15\n", - " 1.45563147e+15 2.10014659e+15 1.66481442e+15 9.25397842e+14\n", - " -9.16324433e+14 -1.31485183e+15 -1.49743640e+15 4.20466094e+13\n", - " -1.59983016e+15 -1.38139884e+15 1.31890994e+15 -5.46758860e+14\n", - " 7.66463614e+14 -1.72038073e+15 -5.35009272e+14 5.78433594e+14\n", - " -3.80956572e+14 1.96832141e+14 1.02836109e+15 -5.88603714e+13\n", - " -3.90769725e+14 -4.60773691e+14 -1.87085253e+15 -3.60278175e+12\n", - " -7.46645689e+14 -2.36614524e+15 -7.63720313e+14 -6.16400027e+14\n", - " -2.80281071e+14 1.23695222e+15 -1.73479197e+15 -1.23512962e+14\n", - " -4.66219490e+14 -2.12502317e+14 -3.18576966e+13 2.51640318e+14\n", - " -3.73313347e+14 6.64843587e+14 1.16041145e+14 -1.36717894e+14\n", - " 7.39832514e+14 -1.91187414e+15 1.19103594e+15 -5.83711525e+14\n", - " 5.46322948e+14 -2.14791129e+15 3.68831454e+14 1.10765502e+15\n", - " 7.93107020e+14 1.42192140e+15 -6.66088114e+14 -1.05602473e+15\n", - " 1.31617102e+15 -1.89501575e+14 -2.30563729e+15 7.32256958e+14\n", - " 9.43548800e+14 -1.17137129e+15 -5.25449821e+14 -5.87917168e+14\n", - " 3.85444339e+14 -2.22857391e+13 -2.66038512e+15 3.55494808e+14\n", - " -5.35375698e+14 5.10116710e+14 -2.86586789e+14 4.24536598e+14\n", - " -8.07641522e+14 8.10010401e+13 1.58001524e+14 3.43811130e+12\n", - " -6.47120682e+14 1.15829032e+15 1.65114973e+15 5.25022303e+14\n", - " 3.25301438e+13 -1.62274196e+15 4.10759580e+14 -2.86973189e+15\n", - " 6.92278464e+14 1.58680193e+14 1.06355165e+15 -6.21550733e+14\n", - " -1.13946598e+15 1.43751017e+15 -3.10990076e+14 1.68428988e+14\n", - " -9.76845242e+14 -2.08045898e+15 -1.66865805e+13 -6.47218061e+14\n", - " -3.06951252e+13 -1.75915432e+15 -1.10904676e+15 -9.40369141e+14\n", - " 3.45244681e+14 6.78234955e+14 6.91466155e+14 -1.36533695e+14\n", - " 1.60955398e+15 1.90594306e+15 1.27160779e+15 8.41844800e+14\n", - " 8.63960049e+14 1.28196476e+14 -4.88582951e+14 1.68729421e+15\n", - " 6.24328160e+14 1.31374668e+15 -9.06783898e+14 1.77081864e+14\n", - " 1.11863684e+15 -7.52372595e+13 -1.09219210e+15 5.83603686e+14\n", - " -5.55444928e+14 5.50474708e+14 3.36252222e+14 -4.69285729e+14\n", - " -1.76747615e+14 3.93514528e+14 7.87903592e+14 -4.04035642e+14]\n", - "Found 342 total galaxies in catalog for cluster 23919\n", - "[ 4.09123800e+14 -1.56409940e+14 1.40845956e+15 -8.05862423e+15\n", - " 8.28310303e+14 -3.82639733e+14 -1.83314798e+14 -6.11844615e+13\n", - " 8.13053238e+14 -3.76618784e+14 1.32676288e+15 -3.46017285e+13\n", - " -3.04410602e+15 2.40529706e+15 -1.97310243e+15 -1.84438701e+14\n", - " 2.48539030e+15 3.90950155e+15 7.18863008e+15 -5.22236644e+14\n", - " 1.08879913e+15 2.49692786e+15 -1.94326046e+15 5.34822451e+15\n", - " -1.54697898e+15 -3.57896055e+15 2.16745889e+15 -8.78794599e+14\n", - " -1.88922803e+14 4.30353863e+15 -4.16236180e+14 2.09796877e+15\n", - " -1.61626426e+15 5.66978234e+15 -1.44911485e+15 -2.14947323e+15\n", - " 1.07953252e+15 -5.31468910e+15 5.35674425e+15 3.14120137e+15\n", - " -2.88890967e+14 -2.72717939e+15 2.33435011e+15 -1.28594220e+15\n", - " -4.32965272e+15 4.68447150e+14 -2.08070643e+15 2.76456992e+15\n", - " 3.82548633e+15 3.12002715e+15 4.40040787e+14 1.65623382e+14\n", - " 4.65893551e+15 3.67963904e+15 1.62365139e+15 1.89486189e+15\n", - " 2.13798892e+15 -7.51084959e+14 -2.18309148e+15 1.26510108e+14\n", - " 2.04612874e+15 -1.04526810e+15 -8.21194082e+14 -5.96198530e+14\n", - " 6.71182861e+13 -1.25920726e+15 -2.19353002e+15 2.45795342e+15\n", - " 4.17074296e+14 -3.53506837e+15 1.78989180e+15 2.65509957e+15\n", - " 2.17348269e+15 -1.96980641e+15 1.76967471e+15 7.92928421e+14\n", - " -2.27612424e+15 -2.17379507e+15 -9.00202570e+14 -1.70205042e+15\n", - " -1.11203634e+15 -1.06321015e+15 4.97920375e+15 1.09655457e+15\n", - " -2.20008821e+15 -6.38559823e+14 -1.59262183e+15 -1.04757658e+15\n", - " 3.43382199e+14 5.62287895e+15 -1.65419465e+15 3.09517790e+15\n", - " 7.63196224e+14 2.96824918e+15 4.89961158e+15 2.61117834e+15\n", - " 3.33556158e+14 4.55547075e+15 7.77901291e+15 -4.17837310e+14\n", - " -3.10034173e+14 1.28128177e+15 2.75864736e+15 -2.44929198e+15\n", - " 2.68265608e+15 1.65255223e+15 -2.45906628e+15 1.97963834e+15\n", - " 6.11693099e+15 6.51428268e+14 -6.57619923e+15 -5.59422420e+14\n", - " 6.60393830e+14 -3.23012366e+15 -3.46095774e+15 -2.37692253e+15\n", - " 4.19597341e+14 3.52143884e+15 2.60325939e+14 -2.23402269e+14\n", - " 3.13768301e+15 1.79607528e+14 -1.11377534e+15 6.14521940e+14\n", - " -5.27231380e+14 7.46100778e+14 -3.48692078e+15 -7.98754870e+14\n", - " 1.24911155e+15 -2.70312265e+15 1.67863121e+15 -1.05972790e+15\n", - " 6.07586852e+14 1.75265060e+14 -1.24607388e+15 2.00005280e+15\n", - " 1.71110926e+14 -2.55746057e+15 -6.84495634e+15 -5.40280242e+15\n", - " -1.45242976e+15 -9.81067821e+15 -2.06313680e+14 4.89600239e+14\n", - " -6.26737814e+13 2.99730293e+15 3.50480002e+14 -1.32757630e+15\n", - " 5.07414021e+14 1.33465273e+15 5.33074681e+14 1.12185157e+15\n", - " -1.49346620e+14 1.77936449e+15 1.42629699e+15 7.22041784e+14\n", - " -2.45729298e+15 1.99217385e+15 9.15314344e+13 6.35218534e+14\n", - " 2.79507540e+15 5.11773052e+14 -5.25394176e+13 1.74014849e+15\n", - " -6.41961428e+14 1.79301373e+15 8.70553095e+14 -5.41672053e+14\n", - " 6.55213661e+13 -5.80571047e+14 -1.11981326e+15 -3.75893591e+15\n", - " 1.21499770e+14 -4.63236529e+14 -1.09569331e+15 1.01343666e+15\n", - " -9.03472538e+13 -2.34975251e+14 -1.52472718e+15 4.61107628e+14\n", - " -2.79010380e+15 6.42205554e+14 1.16944725e+14 1.59718420e+14\n", - " 8.07653291e+13 -3.98815062e+14 -2.53696603e+15 -1.27621590e+15\n", - " 3.71152181e+14 1.24884778e+15 5.77582318e+14 3.48523605e+15\n", - " 7.26403554e+14 3.97107003e+13 -2.57689346e+15 -4.50139863e+14\n", - " -3.75574791e+14 -2.01528172e+15 -3.87567376e+14 2.07225678e+15\n", - " 8.43911020e+13 3.63237782e+14 -1.20340101e+15 -7.90826026e+13\n", - " 5.22696549e+14 1.49926516e+15 1.82161461e+15 2.41671242e+15\n", - " -3.86441564e+15 2.90645523e+15 1.20976208e+15 -9.62919538e+14\n", - " 5.19381999e+14 3.50262273e+14 6.56968153e+14 1.44335056e+15\n", - " -1.30118897e+15 6.36858693e+14 -1.83423962e+15 1.83342872e+15\n", - " -1.49008601e+15 1.22280168e+15 -9.83937123e+14 1.74297284e+13\n", - " 1.11826904e+14 1.54851487e+14 -3.87056680e+15 8.72865710e+14\n", - " -2.77570158e+15 -9.95341453e+14 2.54458735e+15 -9.73658000e+14\n", - " -1.98144132e+15 7.15584552e+13 -4.24762134e+14 -2.85275614e+15\n", - " 9.28655306e+14 4.91643184e+14 -3.57244154e+13 -9.29405741e+14\n", - " 1.50918194e+15 1.30089520e+15 -7.65037076e+14 -1.76474956e+15\n", - " 7.25499217e+14 -4.17436464e+14 -4.09399803e+14 -9.27113424e+14\n", - " 6.82803181e+14 -7.02608657e+14 -6.84562330e+14 5.26047990e+14\n", - " -9.12383101e+14 7.48106397e+14 1.71557841e+15 2.01805864e+15\n", - " -7.80385858e+14 1.06242100e+15 4.55309572e+14 -1.33414931e+13\n", - " 7.54402336e+14 4.70898443e+14 -2.74239645e+15 3.43918841e+15\n", - " -6.32341157e+14 8.75508933e+14 -3.73343866e+14 -2.10018023e+14\n", - " -6.79499515e+14 1.04301570e+15 -7.86049302e+14 1.05556694e+15\n", - " -8.70404599e+14 -1.00048768e+15 3.51480038e+15 6.79066372e+14\n", - " -3.72772947e+13 -2.59502365e+14 -1.96305339e+15 4.61103940e+14\n", - " -6.38001842e+14 1.90940187e+15 1.82776114e+15 1.63036807e+15\n", - " 1.18930949e+15 1.32337106e+15 -1.96513517e+15 -1.19332833e+15\n", - " -2.53292723e+15 -1.73169010e+15 1.13475258e+15 -1.07388556e+15\n", - " 7.95380213e+14 1.56496382e+14 6.37754319e+14 1.18574808e+15\n", - " 1.83818736e+15 -3.35534213e+15 -1.67952667e+14 1.94479733e+15\n", - " 1.27716948e+15 7.16324195e+14 -4.34583683e+14 7.69175935e+14\n", - " 9.09479071e+14 1.79076899e+15 -6.72979966e+14 -1.73137426e+15\n", - " 1.89031362e+15 -2.56819199e+14 -1.61266835e+14 -6.00830249e+14\n", - " 1.84903278e+14 2.53018407e+15 -1.38993763e+15 5.96958629e+13\n", - " -7.11511564e+14 1.95530968e+15 -3.55690922e+14 -4.34266865e+14\n", - " -9.13484391e+14 -8.65972646e+14 -7.72478419e+14 8.40871600e+14\n", - " 3.65542861e+14 6.53348588e+14 -1.42128529e+15 5.83448829e+14\n", - " 5.20257225e+14 -1.15541098e+15 -1.47358693e+14 -1.32947252e+14\n", - " -5.46727946e+14 1.45952740e+15 -8.89299537e+14 2.20298674e+14\n", - " 7.65729226e+14 -6.45733658e+14 8.22389791e+14 -1.48699405e+15\n", - " -1.45001629e+14 -5.22772162e+14]\n", - "Found 3197 total galaxies in catalog for cluster 16567\n", - "[-2.36266547e+13 5.21019880e+14 -2.85781557e+15 ... 4.14583250e+14\n", - " -1.52490291e+14 -5.73303462e+14]\n", - "Found 2110 total galaxies in catalog for cluster 41321\n", - "[-1.02981895e+15 1.31090672e+14 -6.39731487e+14 ... -8.73243562e+14\n", - " 7.98076633e+14 -2.30313459e+14]\n", - "Found 368 total galaxies in catalog for cluster 52141\n", - "[ 3.09201316e+14 -1.43405231e+15 -3.55235079e+14 2.52552207e+15\n", - " 5.16403238e+15 -1.67720545e+15 1.42442142e+15 -3.94063757e+14\n", - " -1.78481702e+15 7.61675086e+14 -1.98646670e+15 -1.05969642e+15\n", - " -1.06906908e+14 -3.62738675e+15 2.78538233e+14 2.32009586e+14\n", - " 4.72172994e+15 2.99376401e+15 -3.16207128e+15 4.30976385e+14\n", - " 7.68965962e+14 -5.30439363e+15 -7.41151921e+14 -3.41080258e+15\n", - " -3.56638146e+15 2.19036058e+15 1.15909294e+15 1.98435636e+14\n", - " 8.23858960e+15 -8.17557321e+14 -4.50214618e+12 2.27950771e+15\n", - " 2.45004390e+15 4.22576237e+14 8.64188780e+14 -5.84935183e+14\n", - " 2.49667473e+15 8.79710808e+14 -6.04648696e+15 -2.06933460e+15\n", - " -3.88446990e+15 1.53756891e+15 -1.00409364e+15 2.81830270e+15\n", - " -9.24422900e+14 3.57838343e+15 5.51241535e+15 1.29097078e+15\n", - " 1.30168698e+15 -1.30361708e+14 1.49912089e+15 -2.87461129e+15\n", - " 1.99645985e+14 -7.21757583e+14 2.03516082e+14 -3.26148121e+15\n", - " -2.73066896e+15 -3.35449170e+14 8.94082802e+14 1.13480947e+15\n", - " 1.27541405e+15 1.87735140e+15 -3.72281576e+15 1.41808717e+15\n", - " -1.97185419e+15 -8.09931910e+15 7.88506953e+15 1.09426442e+15\n", - " 2.26640642e+15 1.85087733e+14 1.16514159e+15 6.44190550e+14\n", - " 1.22496071e+15 -1.62633932e+15 -3.80813008e+14 -4.81242439e+14\n", - " 3.64263040e+14 -3.19396883e+15 -6.30769479e+15 2.93081136e+15\n", - " 3.28358803e+15 1.78528479e+15 -2.65419375e+15 5.11870589e+15\n", - " -4.16142953e+14 -3.75482757e+15 -7.14641866e+14 -8.28460658e+13\n", - " 1.16698254e+15 -2.68917496e+15 -4.25858339e+15 2.07757303e+15\n", - " 2.23228146e+15 -3.90040534e+14 2.10558279e+15 1.50269795e+15\n", - " -1.61692330e+15 -1.42077819e+15 9.23030099e+14 2.60756745e+15\n", - " -6.10318093e+14 -1.30166803e+15 1.78769932e+15 -3.88180061e+14\n", - " -8.00404697e+14 8.01385405e+14 -8.83125929e+14 -3.22071401e+15\n", - " -3.36744645e+15 1.16338410e+15 -6.04727478e+14 6.60752202e+14\n", - " 1.73679750e+15 1.01887049e+15 5.48630436e+14 -8.64100399e+14\n", - " -1.02666403e+15 -8.15849362e+13 -2.24586751e+14 -1.42048300e+15\n", - " 3.17559827e+15 -1.66535555e+15 -1.26337814e+15 2.47818129e+15\n", - " 8.06227681e+14 2.12375579e+15 -9.55749454e+14 4.57663101e+14\n", - " -1.31505164e+15 -3.04953133e+14 -1.62380836e+15 2.53934231e+15\n", - " 1.20981686e+15 1.15748086e+15 2.84559309e+11 2.40165135e+14\n", - " -1.37085708e+15 -9.19332053e+14 -3.15069506e+14 -4.46340457e+13\n", - " 7.04247388e+14 1.07449162e+15 -1.21993190e+15 -9.72944803e+14\n", - " 1.16946039e+15 -1.30860920e+14 4.80730679e+14 1.48943861e+15\n", - " 1.74122980e+15 -2.16909979e+15 -8.28504557e+14 -2.30174264e+15\n", - " 1.47661740e+14 6.54206311e+14 -1.98093961e+15 -1.82350457e+15\n", - " 2.99363914e+15 3.03796290e+15 2.82554870e+15 3.09896403e+15\n", - " -7.70879787e+14 6.38306925e+14 -8.31465441e+14 -8.55822632e+14\n", - " -1.49844124e+15 1.03924182e+15 -4.27435854e+14 -1.66284245e+15\n", - " 4.28586236e+15 -4.69745733e+14 -2.33934801e+14 7.78000044e+14\n", - " 5.62898315e+14 -2.65829440e+15 1.29994868e+15 3.30047985e+15\n", - " -4.04382553e+15 7.01476567e+14 8.44137302e+14 -2.12134233e+14\n", - " 6.95092822e+13 1.19789195e+15 8.72725395e+14 3.94361869e+15\n", - " 1.52133050e+15 -7.67713836e+14 -2.03062952e+15 -2.07221699e+15\n", - " 2.31640463e+15 1.09723600e+15 4.44917470e+14 3.67707484e+14\n", - " -1.38559950e+15 -4.23883775e+13 1.54276040e+15 1.39053962e+15\n", - " 9.01997525e+14 1.22572553e+15 1.17171959e+15 -7.80807706e+14\n", - " 2.45058539e+15 -9.21075230e+14 4.35514973e+14 1.73494923e+15\n", - " 1.12219990e+15 2.52647212e+15 3.79420971e+14 -1.28385052e+15\n", - " 1.05476652e+15 5.44823156e+14 -1.88614034e+15 3.95960589e+14\n", - " 1.17936992e+15 1.64470156e+15 1.87245177e+14 9.33372913e+14\n", - " -1.17184436e+15 -2.24742027e+15 -6.64364763e+14 -9.38446120e+14\n", - " 3.61380475e+14 4.70163650e+14 1.74052418e+15 -8.56268035e+14\n", - " -6.89746331e+14 2.22378257e+15 -7.11737445e+14 -7.38976094e+14\n", - " 2.85706945e+15 1.05851659e+15 4.82299646e+14 -2.29809087e+15\n", - " -6.75966925e+13 4.18217570e+14 2.42655220e+14 -2.63922344e+14\n", - " -1.92652399e+14 -5.81770604e+14 -5.43271122e+14 -1.90121602e+15\n", - " -8.55728355e+14 1.27475799e+15 9.52472825e+14 2.51114089e+15\n", - " -2.12073463e+14 -4.33765900e+13 3.52011919e+14 -3.81404653e+14\n", - " 1.00467654e+14 -2.97783473e+14 2.15852230e+14 -7.17458950e+14\n", - " -2.18150682e+15 -1.60875079e+15 1.90578408e+15 9.34807786e+14\n", - " -9.59573302e+14 8.49799066e+14 -8.75253424e+13 8.80196276e+14\n", - " 2.92146258e+14 3.75937329e+14 8.20484190e+14 2.20658696e+15\n", - " 1.76035216e+15 2.63505338e+15 -6.12243254e+14 -1.09498985e+15\n", - " -2.33166487e+14 5.38005201e+13 -1.31761250e+15 -9.45060791e+14\n", - " 3.19100881e+15 -1.24941004e+15 -2.23158749e+15 -6.99913492e+14\n", - " -2.09171435e+15 1.31073434e+15 -8.34260914e+14 2.81628730e+15\n", - " 1.04870909e+15 8.60701623e+14 2.24064854e+14 3.50836092e+14\n", - " -1.21387892e+15 1.46549050e+15 -3.29434355e+14 -1.34585693e+15\n", - " 6.14841636e+14 1.40889933e+15 7.05994436e+14 1.88649274e+15\n", - " -1.32982317e+15 7.99839487e+14 -6.98227443e+13 1.78174919e+14\n", - " -1.17681068e+15 -2.34579173e+15 9.18616378e+14 -8.81253324e+14\n", - " -1.46139387e+15 1.27563440e+15 -5.17445511e+13 1.58430761e+15\n", - " 1.45155419e+14 -2.24584931e+15 1.75430745e+14 1.16974542e+15\n", - " 2.07510870e+15 -5.48830742e+14 -1.18058577e+14 -9.26282713e+13\n", - " 2.19933714e+15 2.79417348e+14 7.47143098e+14 -3.93734221e+14\n", - " 1.26606696e+15 -1.18012628e+15 -1.68166386e+15 -2.71436818e+14\n", - " 1.30049943e+15 2.37683457e+15 1.08277964e+15 9.35418278e+14\n", - " 2.30390062e+15 8.66827455e+14 -4.50724719e+13 8.81304365e+14\n", - " -1.04350917e+15 -7.33143658e+13 -1.91682482e+15 -1.98773620e+15\n", - " 7.13584152e+14 -3.01799913e+14 9.79113723e+14 1.56753038e+15\n", - " 1.15303297e+15 1.82037649e+15 2.11952864e+15 8.56552730e+14\n", - " -1.05295304e+15 2.64423763e+15 -1.82148818e+14 -1.12418135e+14\n", - " 7.18207781e+14 -4.53765788e+14 1.56795223e+13 -6.21842221e+14\n", - " 1.77242050e+14 -7.56068122e+14 -1.11429194e+15 1.30689593e+15\n", - " -1.04406769e+15 4.92471133e+14 -5.55869105e+14 1.13110582e+15\n", - " 2.84010129e+14 -2.33091171e+14 -1.03076889e+15 -6.84170040e+14\n", - " -1.42807213e+15 1.12836125e+15 -1.58610718e+14 1.11637880e+15\n", - " 1.00940984e+15 5.34646331e+14 -8.20598704e+14 5.44021919e+13]\n", - "Found 2288 total galaxies in catalog for cluster 52451\n", - "[-1.99855724e+14 5.74977704e+14 2.51711568e+15 ... 5.13582265e+14\n", - " 2.00219716e+14 2.70815168e+14]\n", - "Found 1273 total galaxies in catalog for cluster 51057\n", - "[-5.77592599e+14 1.19695330e+15 9.35335302e+14 ... 3.29000665e+14\n", - " 4.96010217e+14 -4.30210659e+14]\n", - "Found 1986 total galaxies in catalog for cluster 14210\n", - "[ 3.66732523e+14 -5.42778432e+14 -7.57968585e+14 ... -7.38945616e+14\n", - " -4.70407093e+14 4.22774185e+14]\n", - "Found 2256 total galaxies in catalog for cluster 33410\n", - "[-2.11907885e+13 -1.40875028e+15 -3.36843615e+14 ... 9.48029406e+14\n", - " -2.44515092e+14 3.24947825e+14]\n", - "Found 2978 total galaxies in catalog for cluster 78132\n", - "[-1.10794332e+15 1.89498600e+15 -3.70788096e+15 ... -9.53738310e+14\n", - " 1.62484604e+14 4.16125663e+14]\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", - "Using single 2D shear calibration!\n", - "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 221371\n", - "Collecting data for cluster 0\n", - "Found 3035 total galaxies in catalog for cluster 11\n", - "[ 0.21234604 0.15384049 0.47473664 ... -0.21345346 -0.05996671\n", - " -0.00186678]\n", - "Found 2765 total galaxies in catalog for cluster 827\n", - "[ 0.32751148 -0.22962438 0.27230726 ... -0.03010575 -0.18791063\n", - " 0.12969504]\n", - "Found 2730 total galaxies in catalog for cluster 1985\n", - "[ 0.10434148 -0.17795113 -0.01781351 ... 0.09168737 -0.13255294\n", - " -0.10016861]\n", - "Found 2652 total galaxies in catalog for cluster 1632\n", - "[ 0.3349856 -0.19300229 0.15563868 ... -0.12308222 -0.19418091\n", - " 0.28766027]\n", - "Found 1137 total galaxies in catalog for cluster 2453\n", - "[ 0.16069297 -0.47242211 -0.32332774 ... 0.30890187 0.06828403\n", - " 0.13663829]\n", - "Found 4221 total galaxies in catalog for cluster 2678\n", - "[ 0.04956548 -0.08877606 -0.03329398 ... 0.0433305 0.13221218\n", - " 0.29595606]\n", - "Found 1446 total galaxies in catalog for cluster 4643\n", - "[ 0.07573436 0.34222996 -0.39984283 ... -0.13958574 0.41243912\n", - " -0.04089339]\n", - "Found 677 total galaxies in catalog for cluster 5084\n", - "[-0.03397486 0.57712281 -0.21482828 0.0879992 0.04023449 -0.30431383\n", - " 0.08695538 0.09959531 0.59114468 0.42300336 -0.1347032 -0.22597017\n", - " -0.41826239 0.37219025 0.07941463 0.7051265 -0.08413877 0.42322755\n", - " 0.20839317 -0.24337188 -0.6010525 -0.22671314 0.22530922 0.47851133\n", - " -0.28248703 0.05906257 0.45045749 -0.42337738 -0.24927471 0.03338653\n", - " 0.54792339 0.03212206 0.06261677 0.44550476 -0.40594723 0.236484\n", - " -0.28149212 0.2140351 -0.14240043 -0.65001286 0.02281445 0.26263331\n", - " -0.53314987 0.68560234 0.26763169 -0.17408215 -0.00851477 -0.06749086\n", - " -0.46678928 0.34786686 0.04460423 0.3136015 -0.23902282 -0.64501536\n", - " -0.00718297 0.07206266 0.40242055 0.35908457 -0.15703802 0.5410927\n", - " -0.38960665 0.23189536 0.75837092 -0.31672665 -0.06294399 0.1400207\n", - " 0.32151266 -0.28477134 0.14503662 0.61545395 -0.1503109 -0.00798614\n", - " 0.50491887 0.55654508 0.14396952 0.72600545 -0.30207722 -0.33618723\n", - " -0.07468096 0.3381362 0.01298842 0.50554516 0.00235871 -0.45061295\n", - " -0.10178231 -0.20970327 -0.03952964 -0.48951396 -0.43453581 -0.51523201\n", - " -0.06655619 -0.22719001 -0.47391963 -0.14317829 0.24682589 -0.24040886\n", - " 0.07790902 0.37074675 -0.1171952 0.19434769 0.03224805 -0.13838729\n", - " -0.01714072 0.31995355 -0.28098779 0.27922208 0.24479714 -0.14110567\n", - " 0.0200549 -0.16601864 -0.29683215 -0.05229489 -0.57384888 -0.01378759\n", - " 0.30330044 0.60684814 0.20381768 0.1694243 0.31680961 -0.2419584\n", - " -0.88838504 -0.12303999 0.20002368 -0.2960552 -0.44078688 -0.20368378\n", - " -0.41362834 0.09365077 0.04922987 -0.13517131 -0.10786495 -0.30114887\n", - " -0.09017013 0.41428691 0.23518611 0.23118726 -0.13041229 0.50037506\n", - " -0.11268932 -0.44349222 -0.79684994 -0.2827941 0.18298828 -0.20079827\n", - " -0.14342861 -0.11892074 0.12887367 -0.01256279 0.13510762 0.26155859\n", - " -0.14934588 -0.39027627 -0.28258229 0.45909421 0.04076741 -0.50422676\n", - " 0.02925909 0.49552087 -0.00498103 -0.22262144 -0.73084476 0.04671134\n", - " 0.1562467 -0.06131396 0.09078668 -0.53755385 0.05217307 0.16084373\n", - " 0.01875067 -0.19792546 0.58282961 0.2068317 0.06802813 0.14732859\n", - " -0.23322717 0.32100804 0.35597901 -0.1159325 0.10571531 -0.08160209\n", - " -0.15751835 0.51796909 0.34201447 -0.02407015 0.52123095 0.26371478\n", - " 0.29063845 -0.04284867 -0.14137043 0.16946635 -0.43550943 -0.2732498\n", - " -0.52354507 -0.69324451 -0.39411949 0.17795839 0.14775058 0.0138114\n", - " -0.15698101 0.04499956 -0.10296474 -0.03131033 0.16393547 0.70241774\n", - " 0.15373314 -0.3014956 0.11860805 0.00104065 -0.01048369 0.57318467\n", - " -0.4900417 -0.13077491 -0.52300613 0.26681713 0.16404039 0.22318302\n", - " 0.24408207 0.1650353 -0.13675564 0.55678148 -0.34506804 -0.10670612\n", - " -0.11825819 -0.17779923 0.21693641 -0.0779456 0.0870377 -0.77659669\n", - " -0.14397806 -0.2019248 0.60148284 -0.32384929 -0.36830177 -0.38268115\n", - " -0.20076038 0.11793942 -0.23924339 0.35473335 0.10966492 -0.31555872\n", - " 0.25678974 0.43609911 -0.42469539 0.37430052 0.05325131 0.21790814\n", - " -0.37316123 -0.21373107 0.50459644 0.16676141 -0.24169614 0.56162608\n", - " -0.03433478 -0.54498798 -0.15993653 -0.39347974 -0.27742205 0.01205218\n", - " -0.03544377 -0.06992919 -0.51905319 -0.45487751 0.05747166 -0.06184358\n", - " 0.42400123 -0.43746326 0.01097093 0.36400484 -0.54486318 -0.16290704\n", - " 0.06624535 -0.15875355 0.24366814 -0.01455707 -0.15218103 0.68521255\n", - " -0.24171116 0.11697119 -0.14382034 -0.03382665 0.35935749 0.10872826\n", - " 0.42288155 -0.28908015 -0.19060693 -0.11419894 -0.32070181 -0.40753418\n", - " -0.2210347 -0.0063913 0.05500866 -0.36214184 0.62599758 0.1930822\n", - " 0.57175166 -0.72687551 -0.11625608 0.1092858 -0.20950556 0.27644932\n", - " -0.49153369 0.62426712 0.16033359 0.5390668 0.01689115 0.39735806\n", - " 0.07247757 0.06163891 0.48469066 -0.4686998 0.17316671 -0.4579808\n", - " -0.14140645 -0.45598298 -0.47180779 -0.317638 -0.094571 -0.4079802\n", - " 0.46000147 -0.3892562 0.17837223 -0.30435657 0.10338204 0.04464357\n", - " 0.24014853 -0.03923023 0.14532668 0.08450704 0.13344682 -0.22617371\n", - " 0.13811208 -0.21922257 -0.3579841 0.26081493 0.37974866 -0.40033119\n", - " -0.05479773 -0.20279663 0.31954384 -0.06679093 -0.42332077 -0.16401569\n", - " -0.27508616 0.3050529 0.31006794 -0.21256202 0.0274165 0.1184171\n", - " -0.40599737 -0.37696513 0.24597483 0.40386368 -0.43700188 -0.05359127\n", - " -0.04612916 0.14560873 0.49658798 -0.3069261 0.30220038 0.2746117\n", - " 0.41662523 0.30992985 -0.02571445 -0.42518026 0.25899825 0.08708661\n", - " -0.05615207 -0.2201106 1.0115565 -0.24995208 -0.78749504 -0.31832944\n", - " -0.40617783 0.01641903 -0.04231526 -0.4752113 -0.46757676 0.87321555\n", - " -0.05244465 -0.04494542 0.17541383 -0.38769728 -0.09163558 -0.25382898\n", - " -0.20297023 0.09435116 -0.08558657 0.13799749 0.05664962 0.12554849\n", - " 0.33808386 0.01621385 -0.37545887 -0.49372889 -0.03034068 0.07024844\n", - " 0.43705045 0.15530555 -0.02296347 0.34128926 0.46460054 0.34689314\n", - " -0.05312815 0.05805967 -0.28435786 -0.26030911 0.438758 0.15153853\n", - " 0.51413226 -0.71968987 0.1440054 -0.69877648 -0.3762142 -0.75088743\n", - " 0.23204435 -0.21716397 0.0675916 -0.04790055 -0.04596649 -0.27862529\n", - " -0.21658376 0.32088634 -0.35681938 -0.31384204 -0.60722438 0.04110688\n", - " -0.0721504 0.35485296 0.19844938 0.26800037 0.06390775 0.13616274\n", - " 0.37232123 0.17838933 0.27237119 -0.04720464 -0.37553912 -0.42220213\n", - " 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367 -0.14658378\n", - " -0.03848797 0.04955587 -0.03361411 0.04373689 0.53175037 0.37689406\n", - " -0.73325615 0.28055206 0.01269991 -0.091537 0.43765189 0.55133633\n", - " -0.05846386 -0.17755646 0.13514935 0.37187375 0.15063859 -0.24692329\n", - " -0.05429957 0.07335799 -0.2765225 0.19485024 -0.0310186 0.51189477\n", - " 0.2489142 0.29006985 0.24378683 -0.37987685 -0.41793889 -0.43585706\n", - " -0.30083218 -0.16666254 -0.24884954 0.16076563 0.28934135 0.37873824\n", - " 0.72836486 0.48907553 0.09414031 0.65084578 -0.51449183 0.19677627\n", - " -0.39245603 0.04783534 0.38128156 0.1791412 -0.11890563 0.15708258\n", - " -0.07111087 -0.09354228 0.02577365 0.22326971 -0.27037179 -0.01821258\n", - " -0.00501066 0.03915999 0.17643793 -0.19849972 0.44641108 -0.49737552\n", - " 0.14541447 0.69821255 0.13293896 -0.23742195 -0.27619386 0.41154856\n", - " -0.25705269 -0.06165615 -0.07458207 -0.10740228 0.23196386 -0.21974918\n", - " -0.25866125 -0.4251706 0.12123243 -0.36630448 -0.25457987 0.17106763\n", - " 0.06280248 0.37432777 0.22103182 -0.4391393 -0.24189997 -0.10493132\n", - " 0.03101466 -0.21597183 -0.35530987 0.09319087 -0.27040489 -0.16037856\n", - " -0.30251945 0.42964916 -0.07439399 -0.37291482 0.17574554 0.17145902\n", - " 0.31546052 -0.40078156 0.10823114 -0.37589875 -0.20979835 0.07236027\n", - " -0.04604414 -0.0466076 0.08551859 -0.10287972 -0.10194602 0.48083148\n", - " 0.12646153 -0.3832598 -0.14013194 0.16176409 0.59585999 -0.25897537\n", - " 0.27385733 0.69776286 -0.07242023 0.25096193 0.36066507 0.19175464\n", - " 0.30954613 0.1927405 -0.23701208 -0.34515018 0.12579362 -0.37794172\n", - " -0.64323438 -0.38844368 0.48631061 -0.14484988 -0.18241116 0.06312565\n", - " -0.31220683 0.10899 0.37874493 0.21191433 -0.25548522 0.07909711\n", - " 0.30971792 0.07156404 -0.22000536 0.18623378 0.15759424 -0.54370472\n", - " -0.08572594 -0.16493445 -0.27452094 0.07355904 0.71086425 0.55978296\n", - " 0.02241643 -0.27392767 0.74927638 0.30450904 -0.50900657 0.03133969\n", - " 0.15811435 0.30560765 -0.09985616 -0.11860629 0.23120404 0.0070221\n", - " 0.09403297 -0.37938105 -0.81156862 0.21042288 -0.46073189 0.16710886\n", - " 0.14213438 0.16687542 0.17628885 -0.11971253 -0.3261997 0.61720225\n", - " 0.64259625 -0.42698205 -0.51021344 0.47596601 -0.317088 0.24942943\n", - " -0.0503403 0.47327695 0.22364648 -0.29706602 -0.20338964 0.09282843\n", - " -0.14341876 0.21675413 -0.03494114 -0.12615839 0.09469562 0.67676526\n", - " -0.07173933 -0.1081142 -0.13209859 -0.04032914 0.44219701 -0.00944681\n", - " -0.09425838 -0.21692147 -0.12746273 0.04765003 0.52979473 -0.16922091\n", - " -0.0109586 0.19598939 -0.64924793 0.46389083 -0.40119623 0.63133019\n", - " -0.36576038 0.0897985 -0.65151537 -0.16360689 -0.39742472 -0.12404171\n", - " 0.4458309 -0.26375664 0.21953887 -0.15782198 0.00171702 0.43774279\n", - " 0.38856698 -0.27406251 -0.11167347 0.06471646 -0.05200154 0.36637244\n", - " -0.10305272 -0.39409599 -0.33498803 0.43694039 0.32577446]\n", - "Found 2384 total galaxies in catalog for cluster 4434\n", - "[ 0.27134204 0.36468315 -0.07190587 ... 0.00815364 0.22759973\n", - " -0.33323614]\n", - "Found 2343 total galaxies in catalog for cluster 3939\n", - "[ 0.42748605 -0.32722987 0.45621595 ... -0.02715269 0.01194859\n", - " -0.14176997]\n", - "Found 4589 total galaxies in catalog for cluster 6139\n", - "[-0.18902135 0.01427802 -0.1919366 ... 0.24056515 0.06383957\n", - " 0.17788326]\n", - "Found 1880 total galaxies in catalog for cluster 4709\n", - "[-0.03385321 0.02844276 0.26535206 ... -0.05748262 -0.2746567\n", - " -0.23447674]\n", - "Found 4123 total galaxies in catalog for cluster 7121\n", - "[ 0.34338639 -0.2090535 0.2207358 ... -0.11123612 -0.19040646\n", - " 0.2689072 ]\n", - "Found 3492 total galaxies in catalog for cluster 8547\n", - "[ 0.30614401 0.18860074 -0.23020149 ... -0.07828026 -0.13924719\n", - " 0.21569544]\n", - "Found 1273 total galaxies in catalog for cluster 8685\n", - "[ 0.1444373 -0.78604155 0.06539517 ... 0.39745233 -0.19683878\n", - " 0.27066223]\n", - "Found 965 total galaxies in catalog for cluster 8995\n", - "[ 1.67735411e-01 4.74812198e-01 1.05289831e-01 -4.91114717e-01\n", - " -3.34904473e-01 1.05393596e-01 -2.71907948e-01 -1.08170721e-01\n", - " -1.65165234e-01 3.89356012e-01 -1.97486869e-01 -2.82337239e-01\n", - " 2.01692167e-01 -2.47208073e-01 -1.25973772e-01 -2.74804115e-01\n", - " -2.38765006e-01 -3.74207591e-01 3.76253117e-01 -1.37261083e-01\n", - " -5.12141706e-02 -5.02286113e-02 -3.33287381e-01 1.70819974e-01\n", - " -1.62843489e-01 6.11920210e-01 -7.97957193e-01 -2.81145852e-01\n", - " -1.13103990e-02 -1.98458356e-01 3.28052872e-01 4.56181615e-03\n", - " -4.27990285e-01 3.70763996e-02 1.73029164e-01 5.51039093e-02\n", - " -3.41673977e-01 5.36114124e-01 1.86527789e-01 -9.35694074e-02\n", - " 5.16848439e-01 3.68513287e-01 -3.51195856e-01 1.57752846e-01\n", - " 1.08608722e-01 -2.69211351e-01 1.09081737e-01 -4.53407338e-02\n", - " 2.14739679e-01 2.27662840e-01 2.55264923e-01 3.18772096e-01\n", - " -1.81668311e-01 -2.88508386e-01 -2.76251825e-02 2.87674651e-01\n", - " -2.03539821e-01 -1.89061256e-01 8.20314325e-02 -2.19536447e-01\n", - " 3.70784626e-01 2.31465553e-01 4.60019299e-01 8.90088948e-02\n", - " 5.46540494e-01 5.74247175e-01 3.84369602e-01 -8.63134087e-02\n", - " -1.08777773e-02 4.26838563e-01 2.38650930e-01 1.65679198e-01\n", - " 6.40486901e-01 6.86856387e-01 2.16591935e-01 -2.84646675e-01\n", - " -2.86024906e-01 -1.76046582e-01 5.45234465e-01 3.15571541e-01\n", - " -2.19318030e-01 -2.42776051e-01 1.77906241e-01 -3.06168867e-01\n", - " -1.66881857e-01 2.14177105e-01 -2.82651172e-02 -1.30081021e-01\n", - " -2.38739078e-01 8.80745404e-02 -2.13332371e-02 1.59488223e-01\n", - " -3.65069664e-01 -8.00177468e-02 -2.52008158e-01 -2.82647269e-01\n", - " -8.27488576e-02 2.64491194e-01 -2.57672812e-02 1.32573229e-01\n", - " -4.97361867e-04 1.11273682e-01 -1.06077082e-01 3.11964110e-01\n", - " -1.29781836e-01 3.54039903e-01 2.45284793e-02 -2.80176837e-01\n", - " 2.61157047e-01 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" -9.47559477e-02 1.00448520e-01 5.34005549e-01 6.16904325e-01\n", - " -9.51524658e-02 3.65739241e-01 2.88293223e-01 -7.60864100e-02\n", - " 2.63163880e-01 5.24392665e-01 2.44971327e-01 -6.54118446e-01\n", - " -4.67309214e-02 -1.79379069e-01 -8.06544746e-01 1.25637103e-01\n", - " 6.79575102e-03 -4.89369198e-01 4.77185926e-01 -4.57267111e-01\n", - " -1.85276005e-01 2.83132625e-01 5.18393307e-01 -1.48984464e-01\n", - " -2.83684688e-01 1.57907959e-01 -2.05136890e-01 -9.31138964e-02\n", - " 2.60864508e-01 1.20772740e-02 9.51411001e-02 -6.50405852e-01\n", - " 4.72701599e-01 -1.49399754e-01 -2.58855180e-01 -3.57869741e-01\n", - " -2.84689330e-01 -4.75673586e-02 -3.27153270e-02 -1.31215527e-01\n", - " -1.06190087e-01 -3.56486853e-01 2.26018927e-02 -5.70611920e-03\n", - " -7.60134474e-02 2.08974024e-01 1.33053473e-01 -1.23118907e-01\n", - " 4.01599579e-02 -5.54569774e-02 2.65926987e-01 4.79736231e-01\n", - " -2.23639553e-01 6.79203311e-01 2.16631154e-01 -2.40383484e-01\n", - " -3.44826994e-01 -5.46990430e-01 -4.01361463e-01 -4.04041013e-01\n", - " 4.20398994e-02]\n", - "Found 3825 total galaxies in catalog for cluster 7698\n", - "[ 0.28167431 -0.12278095 0.02519992 ... 0.32263902 -0.19401332\n", - " 0.31214739]\n", - "Found 6639 total galaxies in catalog for cluster 10999\n", - "[-0.46873341 -0.58622857 0.2173974 ... 0.18868981 0.13158685\n", - " 0.21428358]\n", - "Found 825 total galaxies in catalog for cluster 9029\n", - "[ 3.47555582e-01 -4.27166442e-01 -4.40180151e-02 7.61772517e-02\n", - " 3.57191938e-01 1.92918999e-01 2.48712360e-02 4.93038023e-02\n", - " -6.45314927e-01 1.69417202e-02 -4.13860710e-02 1.52610387e-01\n", - " -8.37612618e-02 6.70876685e-01 1.25598467e-01 3.74290184e-02\n", - " -1.74784650e-02 4.62239744e-02 1.22731553e-01 7.31884250e-01\n", - " -1.72242860e-01 5.10156368e-01 -4.69380588e-01 -1.05177878e-01\n", - " -7.26563677e-01 2.25144338e-01 4.23380005e-01 -5.06152158e-01\n", - " 3.87931021e-01 -1.49505130e-01 -2.16288241e-01 -2.00855163e-01\n", - " 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1.25424536e-01 1.33659055e-01 3.99297650e-01\n", - " 9.23890338e-02 4.80576176e-01 4.54675283e-02 -1.65641452e-01\n", - " -1.45304770e-02 -7.98916716e-01 -3.16970638e-01 2.92919607e-01\n", - " 2.42960793e-01 4.76441767e-01 -1.76642573e-01 -1.61404734e-01\n", - " 5.89465263e-01 4.39386398e-01 1.74372487e-01 7.06683965e-02\n", - " -5.02197995e-01 -4.64213962e-02 -1.88867968e-01 2.91443056e-01\n", - " 3.12781416e-01 -3.92920433e-01 2.87368053e-02 3.34809734e-01\n", - " 2.64390201e-01 1.06046671e-01 3.55410213e-01 -2.30336627e-01\n", - " -2.53130967e-01 -2.12628615e-02 4.33886774e-01 1.77330317e-01\n", - " -2.19137541e-01 1.18600792e-03 4.81738714e-01 -2.37178863e-01\n", - " 5.31849392e-01 1.18961543e-01 1.46359293e-01 -2.00906190e-01\n", - " -2.29544399e-01 -6.95933391e-02 8.07287722e-02 -9.36608659e-02\n", - " 8.38094926e-02 -1.41930764e-01 3.30681394e-01 -5.27409977e-01\n", - " -4.47858882e-01 2.01971101e-01 1.17502818e-01 -4.89176466e-01\n", - " 1.93892519e-01 -8.35455405e-02 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2.24280773e-01\n", - " 3.79324662e-01 -2.72174372e-02 -1.01310513e-01 -3.97415780e-01\n", - " -1.04808691e-01 -2.68127291e-01 -1.70005395e-01 -3.24136749e-01\n", - " 2.28728751e-01 4.37929254e-02 -1.74189700e-01 5.53721920e-02\n", - " -4.15685304e-01 -6.61879229e-01 -2.96617046e-02 6.25411188e-01\n", - " -6.35462713e-03 1.93930054e-01 7.33597460e-02 -2.69471112e-01\n", - " 4.41897142e-01 -4.76988971e-02 7.99761405e-02 5.13621798e-02\n", - " 2.38034419e-02 3.89994801e-01 -1.84342369e-01 2.39745652e-01\n", - " -6.15469213e-01 5.34694043e-01 1.16787350e-02 7.84430118e-01\n", - " 1.86545650e-01 -6.64954295e-02 -9.44291411e-01 2.01881683e-01\n", - " 5.01964029e-01 -4.82644361e-01 -2.91995175e-01 1.64620138e-01\n", - " -2.58179138e-01 9.84825313e-02 3.32375728e-01 2.37610452e-01\n", - " -1.20591043e-01 1.62508437e-02 -7.59802895e-02 -2.93419184e-01\n", - " -2.91265480e-02 5.08725783e-02 -3.66451992e-01 -4.06150114e-01\n", - " -5.78053213e-02 5.95774750e-02 -3.80518771e-01 -1.60286504e-01\n", - " 1.25884259e-01 -2.92094585e-01 6.49729970e-02 1.05918589e-02\n", - " -3.26913968e-01 -1.52939338e-01 3.48179842e-02 -2.14374454e-01\n", - " -3.94903051e-01 -6.89100208e-01 -1.62053276e-01 -8.40230649e-02\n", - " -2.86055087e-01 -1.56999343e-01 -2.39062734e-01 -9.97385410e-02\n", - " -5.26972270e-01 3.06280237e-01 -2.34862571e-02 -1.70384338e-01\n", - " 3.85263266e-02 -9.20845310e-02 3.00294105e-01 3.70398161e-01\n", - " -3.49810095e-02 5.37747089e-02 3.05801367e-01 4.17998729e-02\n", - " -1.40231135e-01 -5.32885042e-01 1.76529313e-01 -5.39931554e-02\n", - " -6.91612874e-01 1.48671825e-01 4.09979072e-01 -5.68138740e-01\n", - " 5.10021195e-01 1.80048345e-01 4.31271375e-01 3.54595603e-01\n", - " -5.58351845e-01 -3.27433551e-01 -8.44585023e-02 -3.24923384e-01\n", - " 3.21913949e-01 -2.30165806e-01 -6.24065540e-01 1.89868892e-01\n", - " 6.61643625e-01 -6.86541919e-02 -1.49178469e-01 -9.73483405e-02\n", - " 3.50181599e-01 7.73163118e-02 1.19592462e-01 -3.71580825e-01\n", - " 3.10530120e-01 -3.09221480e-02 1.55374830e-01 3.63531259e-01\n", - " -2.70013621e-01 1.16541386e-01 -3.01372355e-01 -2.53031577e-02\n", - " 2.78172553e-01 1.27727098e-01 6.02846538e-01 -2.98019758e-01\n", - " -1.78227268e-02 3.38736068e-01 -3.76479760e-01 -4.66699806e-01\n", - " -1.27682081e-02 8.48514222e-01 1.49508369e-01 -2.57670876e-01\n", - " -2.14845738e-01 -6.34556435e-01 8.58314433e-01 6.52098948e-02\n", - " 1.39648125e-01 -1.92434736e-01 5.67079089e-02 5.33178096e-01\n", - " -8.16693464e-02 3.54361522e-01 1.13130283e-01 2.01561415e-01\n", - " 5.67705544e-01 2.34909075e-01 3.37040009e-01 2.11125951e-03\n", - " -5.79056644e-01 -8.05615761e-01 3.80749324e-03 1.79402056e-01\n", - " -6.89013938e-01 -6.47444466e-01 2.38468929e-02 2.28866046e-01\n", - " 5.22604334e-01 -2.27797663e-01 3.95223443e-01 -1.68548306e-01\n", - " 2.13992803e-01 -4.06040138e-01 8.87018243e-02 1.69904911e-01\n", - " -5.34238546e-02 -1.95606198e-01 3.54914225e-02 -8.61091580e-03\n", - " 2.52866234e-02 -8.13602289e-02 6.12617985e-01 3.05008327e-01\n", - " -5.47597869e-01 1.29633167e-01 3.61343160e-01 3.84640599e-01\n", - " 4.15128660e-01 -4.05349826e-01 8.34041968e-01 -4.68712872e-02\n", - " 1.79569838e-01 -9.02364836e-01 3.56571502e-01 -1.89308254e-01\n", - " -3.08862801e-01 7.22911848e-01 -5.33045760e-01 -3.01539749e-01\n", - " -2.55782143e-01 5.54151355e-01 3.45419453e-01 1.68374278e-01\n", - " 1.12057580e-02 -4.69314458e-01 1.88621892e-01 4.42102130e-01\n", - " 2.03948316e-01 -2.83988951e-01 5.55001943e-01 5.51562340e-01\n", - " -8.15029530e-02 -8.03180476e-01 -5.98538067e-01 1.80550467e-01\n", - " -3.57778874e-01 -6.53895653e-01 1.51779907e-01 -1.91332232e-01\n", - " -4.79293391e-03 5.06628694e-03 -2.34497412e-01 2.38219018e-01\n", - " -7.21630732e-01 4.32887759e-01 -2.37747769e-01 -1.39775356e-01\n", - " 4.08474106e-01 2.41492902e-01 -6.97883299e-02 -4.55783533e-02\n", - " -4.17340905e-01 -7.88811106e-02 2.96968092e-01 -3.45716594e-02\n", - " 1.15080715e-01 -5.26629036e-01 7.88578472e-04 1.92762476e-01\n", - " 2.11396652e-01 -3.77559319e-02 -5.66788156e-01 -6.07904490e-02\n", - " 7.18739916e-02 3.04117555e-01 3.06851580e-01 -5.57684126e-01\n", - " -2.45527865e-01 3.57084794e-01 -1.54249404e-01 -4.95959436e-01\n", - " 9.09541379e-02 1.13891207e-01 -6.08020179e-02 5.53326080e-01\n", - " -8.72721548e-01 -1.72063026e-01 -4.50398414e-01 -4.50525332e-01\n", - " 1.80359844e-01 -1.67439132e-01 -5.27899598e-01 1.85130460e-01\n", - " 4.21103136e-01 -2.91521638e-01 -2.34790039e-01 -5.84158441e-02\n", - " -3.10577509e-01 1.71174344e-01 -3.97837879e-01 -6.32269297e-02\n", - " -4.26283322e-01 3.21516813e-01 1.27482513e-01 -8.26279493e-01\n", - " -3.33629128e-02 -9.21794906e-02 -1.79883636e-01 -2.40510761e-01\n", - " 1.09026804e-01 -1.44224723e-02 1.76417338e-01 -9.07719219e-02\n", - " 4.29747403e-01 2.15340885e-03 3.33254827e-01 -4.20279299e-01\n", - " 3.07010850e-01 -1.34669836e-01 7.41518819e-02 2.17619523e-01\n", - " 3.61970543e-01 4.61377388e-02 -5.60169970e-01 -2.47433750e-02\n", - " -4.99929360e-01 2.74864015e-01 -6.72725132e-02 2.94256452e-01\n", - " 3.12799837e-01 4.33854084e-01 -7.90227281e-03 2.01770049e-01\n", - " -5.29453206e-01 -6.52938836e-02 1.64779103e-01 -1.77815699e-01\n", - " -3.56104322e-01 1.23174357e-01 2.37077990e-01 3.45435536e-01\n", - " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", - " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", - " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", - " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", - " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", - " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", - " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", - " 2.15040365e-01 -2.34448201e-01 -1.07617714e-01 -3.47731079e-02\n", - " 5.06018595e-01 -2.11127871e-01 -1.15676847e-01 -4.82762255e-01\n", - " 8.97443206e-02 2.73606483e-01 -1.20962695e-01 -4.05863975e-01\n", - " 3.49338539e-01 3.02930902e-01 1.95592302e-01 -1.01607911e-01\n", - " 8.66495572e-02 -3.52617755e-01 -2.17308396e-01 1.49310404e-01\n", - " 5.40482797e-01 1.02148560e-01 -2.98040772e-01 7.24516983e-01\n", - " -2.63083828e-01 4.19480852e-01 2.13964556e-02 2.25236053e-01\n", - " 2.79928140e-01 -8.33573495e-02 2.99391130e-01 -3.60134339e-01\n", - " 1.95560597e-01 5.16679399e-01 1.22654385e-01 -2.47236627e-01\n", - " -9.20237527e-02 -6.42795672e-01 9.24697146e-02 -4.41475383e-01\n", - " 7.97829943e-01 7.59651097e-02 -5.09166463e-01 2.13837717e-01\n", - " -2.32478001e-01 -2.88470512e-01 -1.67085231e-01 -6.37889354e-01\n", - " -4.92501583e-01 1.07631899e-02 9.35109345e-02 -4.92878398e-01\n", - " -2.22395487e-02 1.97407687e-01 4.44801273e-01 -4.56590309e-01\n", - " -1.21305481e-01 2.60257724e-01 4.01241031e-01 5.92750278e-01\n", - " 5.05908731e-01 1.94652895e-01 1.33434463e-01 4.11270730e-01\n", - " -1.93693251e-01]\n", - "Found 1450 total galaxies in catalog for cluster 9429\n", - "[-0.1197949 0.24583967 -0.39309285 ... -0.20835101 -0.24890121\n", - " 0.07124926]\n", - "Found 2711 total galaxies in catalog for cluster 10146\n", - "[ 0.43168736 0.78022854 -0.09105497 ... 0.18863975 -0.23954712\n", - " -0.31784094]\n", - "Found 3569 total galaxies in catalog for cluster 14476\n", - "[ 0.13796093 0.05821609 0.20774436 ... -0.32809431 0.07547414\n", - " -0.20172479]\n", - "Found 434 total galaxies in catalog for cluster 8395\n", - "[ 3.78882242e-01 7.80001294e-02 1.14037627e-01 7.81168900e-01\n", - " 1.13064029e-01 -9.67281160e-02 -3.86290355e-01 -1.69327317e-01\n", - " 2.61740025e-01 6.18025005e-01 4.13991215e-02 -5.13153183e-01\n", - " -7.16254714e-02 3.47968367e-01 2.86891544e-01 -4.73706126e-02\n", - " -3.25071511e-02 7.97117071e-02 1.60257278e-01 -4.41912283e-01\n", - " -1.73684005e-01 1.14559758e-01 4.46949469e-01 1.32010375e-01\n", - " 8.25090671e-01 2.27047625e-01 1.60014258e-01 -3.50313119e-01\n", - " -1.71605695e-01 -4.40567464e-01 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2.15523155e-02\n", - " -1.74695814e-01 3.11616504e-01 2.07954807e-01 -6.23727334e-01\n", - " 3.68929605e-01 4.16105962e-01 5.79596682e-01 -4.81394754e-01\n", - " -5.92663823e-02 1.77719276e-01 -6.41550435e-02 2.00352127e-01\n", - " 9.88519590e-02 1.47166757e-01 2.05496173e-01 1.80545866e-01\n", - " 1.22598584e-01 -3.24061676e-03 1.64677493e-01 -1.92843333e-01\n", - " -1.47700713e-01 -1.01509373e-01 -4.64487669e-02 8.05794861e-03\n", - " 1.65563187e-01 -1.16472183e-01 1.55097317e-01 -1.85976225e-01\n", - " -4.53880319e-01 -1.38274140e-01 -1.66413092e-01 6.83332334e-01\n", - " -3.19041752e-01 -1.93150526e-01 -4.49591067e-01 1.37819396e-01\n", - " -1.24220150e-01 -5.18090032e-01 6.54941976e-02 -1.42255182e-01\n", - " -2.38536691e-01 4.91408862e-01 1.70082304e-02 2.03426574e-03\n", - " -1.81609385e-01 -1.47441371e-01 -4.56984687e-01 -4.98437699e-01\n", - " -6.87273072e-03 1.55987181e-01 4.53404227e-01 2.14031988e-01\n", - " 4.93782894e-01 2.94432909e-01 -2.09978128e-01 -2.61391206e-01\n", - " -8.42933315e-02 -3.75146413e-01 -3.95143941e-01 8.66337077e-02\n", - " -7.07425652e-01 2.89582189e-01 -6.49769676e-02 4.14992683e-01\n", - " -5.88754226e-02 -2.20063268e-02 2.15914058e-01 9.47190736e-02\n", - " -7.47065694e-02 -5.32864218e-01 -3.96978260e-01 -6.23240821e-02\n", - " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", - " 3.36354070e-01 -3.71987911e-01 2.96556671e-01 2.11632910e-01\n", - " -1.87893633e-01 8.62421226e-03 4.75090762e-02 -6.63157674e-03\n", - " 2.41318245e-01 2.63436705e-01 2.40979112e-01 -2.91427339e-01\n", - " -3.59386856e-01 2.27080882e-02 -3.92695920e-02 1.12747765e-01\n", - " -1.33737466e-01 -2.13133991e-01 9.30954183e-02 -1.22560405e-02\n", - " 3.05396484e-01 3.68503910e-01 2.59638763e-01 -3.37013430e-01\n", - " 1.68033283e-01 -3.46463734e-01 -2.82381850e-01 3.69113956e-01\n", - " -1.20311428e-01 2.01048396e-01 -1.14537153e-01 -2.22166595e-01\n", - " 3.63923329e-01 4.96311347e-01 -8.03667618e-02 1.19426042e-01\n", - " 2.56389971e-01 9.85074940e-03 2.52079013e-01 1.91759750e-02\n", - " -1.31205068e-01 2.44532430e-03 -2.79391150e-03 -5.42750606e-01\n", - " 1.60918837e-01 1.81053452e-01 -1.04429791e-01 -3.30920358e-01\n", - " -5.45365195e-02 -1.50768257e-01 7.62358742e-01 -7.91983532e-02\n", - " 3.41142584e-01 -4.86499748e-01 3.75103938e-02 -9.77799700e-01\n", - " -5.84381477e-01 5.30700082e-02 -2.54826919e-01 -6.21074389e-02\n", - " 2.24498365e-01 -2.29007074e-01 -1.03019991e-01 1.14231094e-01\n", - " 7.41442916e-02 2.02858790e-01 -2.11180192e-01 6.91980095e-02\n", - " -4.63887701e-01 2.76600881e-01 1.72308663e-01 -2.10132275e-01\n", - " 4.09071826e-02 -3.55483567e-01 -9.52082437e-02 -8.65655907e-02\n", - " -2.96789690e-02 7.75633275e-02 4.91766134e-01 2.06937262e-01\n", - " 6.45128966e-02 -2.99909328e-01 -1.05218793e-01 5.01500107e-01\n", - " 2.61619723e-02 3.77215607e-01 -3.99972537e-01 3.37289126e-02\n", - " -1.57883882e-03 -1.88473826e-01 2.91323696e-01 -2.06768783e-01\n", - " 2.40732077e-01 2.97622210e-01 -1.04007610e-01 5.41520531e-01\n", - " 3.05922755e-01 2.30721425e-01 9.72240444e-01 1.04906774e-01\n", - " 4.47747405e-01 -1.75747127e-01 1.30545574e-01 -3.47411085e-01\n", - " -1.34904204e-01 -1.33150495e-01 -4.64613337e-01 3.62467932e-01\n", - " -6.44595033e-02 -3.01471596e-01 9.69417030e-02 -1.81981678e-01\n", - " 3.05473841e-02 3.50676499e-01 2.86689263e-01 -6.11386325e-03\n", - " -4.76005079e-01 -8.78101769e-02 8.19295003e-01 2.97915541e-01\n", - " 2.22894978e-01 2.20579544e-02 1.93882708e-01 2.94770384e-01\n", - " 2.96800329e-01 4.73626353e-01 -6.71322676e-02 1.74270703e-01\n", - " -2.92753175e-01 -2.85625309e-01 -2.12765682e-01 4.23823887e-02\n", - " -3.11248596e-01 -1.91744076e-01 -9.08748223e-02 3.67393122e-01\n", - " 3.02189297e-01 -8.61119897e-01 -8.27230712e-02 -4.04247349e-01\n", - " 7.86492848e-01 2.79439186e-01 -2.77682948e-02 9.81112627e-03\n", - " 1.86251849e-01 -7.45372318e-02 -3.83312846e-01 7.06969330e-02\n", - " -2.66461391e-01 -4.05992931e-01 2.45351855e-01 3.13363807e-01\n", - " -5.13653576e-01 8.69156882e-02 -3.03851507e-01 3.11019125e-01\n", - " -5.36454997e-01 3.24417783e-02 9.74533511e-02 -2.58845296e-01\n", - " -8.91845997e-02 4.32352296e-01 2.05022126e-01 -2.65022653e-01\n", - " 2.32881024e-02 -2.02166577e-01 -2.79586889e-01 5.80174942e-01\n", - " 1.91171278e-01 -2.33121803e-01 1.83216968e-01 1.48024873e-01\n", - " 3.66239021e-01 1.71568222e-01 5.73738939e-01 -6.63926191e-01\n", - " 2.73129364e-01 -1.66737511e-01 1.90290263e-01 2.23973047e-01\n", - " 1.36643641e-01 1.07477690e-01 -3.62327201e-01 2.99624383e-01\n", - " 2.12714975e-01 -6.73479006e-02 3.86518939e-01 1.02709371e-01\n", - " -7.09737513e-01 1.82795653e-01 6.86060609e-01 3.79947655e-01\n", - " -5.90891704e-02 3.27657681e-01 -2.14660569e-01 -9.96288861e-02\n", - " -5.93845963e-01 -1.36715321e-01 -2.01602184e-02 8.13965852e-02\n", - " 3.19960782e-01 -4.22218602e-02 5.36972440e-01 1.42214568e-01\n", - " -2.50176796e-01 2.99258185e-01 5.52336004e-01 -3.29253766e-01\n", - " -7.14304793e-01 3.51866045e-01 -1.33956815e-01 -2.67236538e-01\n", - " 3.19611222e-01 -8.04240773e-01 -5.20277902e-01 5.04159324e-02\n", - " 5.66958099e-01 -4.76293315e-01 4.52791908e-01 -6.13886439e-04\n", - " -5.77444149e-01 -7.15576556e-01 -3.90356048e-01 -3.31430260e-01\n", - " 3.47751402e-01 -2.07822344e-01 -4.88208273e-01 -5.14708580e-01\n", - " -8.10493621e-02 1.32504265e-01 2.16391845e-01 3.46890806e-01\n", - " 3.28813453e-01 -1.70602668e-01 -3.45925647e-01 -6.23351890e-01\n", - " -1.82669821e-01 -2.96614812e-01 5.09632888e-01 -2.44356612e-02\n", - " -2.56479562e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", - " 2.34967523e-01 4.18286705e-01 -8.28697308e-01 -5.00999160e-01\n", - " -2.74342215e-01 -2.97073096e-01 1.06906480e-01 -4.04960698e-01\n", - " 2.18249173e-01 -4.10439715e-01 -1.58243552e-02 2.24300476e-02\n", - " 1.28068423e-01 -5.91821079e-02 -9.98226047e-02 -9.49258488e-02\n", - " 2.10429542e-01 -1.26854657e-01 3.67830349e-01 7.75734406e-02\n", - " 7.54034988e-02 -2.58449806e-01 7.73385304e-02 4.36039147e-02\n", - " 2.43651870e-01 1.84592797e-02]\n", - "Found 4520 total galaxies in catalog for cluster 16657\n", - "[ 0.57787372 -0.18646609 0.47584514 ... -0.27555603 -0.23492938\n", - " 0.12734837]\n", - "Found 3419 total galaxies in catalog for cluster 13039\n", - "[ 0.25666629 -0.08595825 0.00495137 ... 0.4031683 -0.22883061\n", - " 0.24806771]\n", - "Found 3478 total galaxies in catalog for cluster 15382\n", - "[ 0.10204049 0.21351061 -0.16300075 ... 0.00927588 0.09306607\n", - " -0.13378937]\n", - "Found 1652 total galaxies in catalog for cluster 17011\n", - "[-0.21214132 0.47610387 -0.18320623 ... -0.08740959 -0.07087565\n", - " 0.2199447 ]\n", - "Found 6842 total galaxies in catalog for cluster 8523\n", - "[ 0.46240308 0.59430692 -0.20745806 ... 0.08804989 -0.12540515\n", - " 0.20523453]\n", - "Found 1652 total galaxies in catalog for cluster 11300\n", - "[-0.02641567 0.01651895 0.20258047 ... 0.61638037 -0.24263329\n", - " -0.00500442]\n", - "Found 6868 total galaxies in catalog for cluster 17462\n", - "[-0.46898861 0.59495044 0.21265341 ... -0.00881185 0.10644044\n", - " -0.12822077]\n", - "Found 1987 total galaxies in catalog for cluster 13025\n", - "[-0.17112607 0.25494626 -0.40278694 ... -0.00270624 0.19862907\n", - " -0.30636958]\n", - "Found 3121 total galaxies in catalog for cluster 21385\n", - "[ 0.32245831 -0.23047502 0.22313184 ... 0.20833703 -0.11583338\n", - " -0.31267003]\n", - "Found 3424 total galaxies in catalog for cluster 20888\n", - "[-0.18587191 0.2009656 -0.27034951 ... 0.07390696 0.12357484\n", - " -0.32799586]\n", - "Found 4303 total galaxies in catalog for cluster 21815\n", - "[ 0.42242782 -0.02125713 -0.23139772 ... 0.12949039 0.1622572\n", - " 0.30548736]\n", - "Found 1483 total galaxies in catalog for cluster 7594\n", - "[-0.31649641 -0.75848559 -0.05043218 ... 0.23430754 0.26393841\n", - " 0.32812388]\n", - "Found 1005 total galaxies in catalog for cluster 21425\n", - "[ 7.74399835e-01 3.26339740e-04 2.64372581e-01 ... 1.85263927e-01\n", - " -2.12275370e-01 -3.16222588e-01]\n", - "Found 8508 total galaxies in catalog for cluster 30553\n", - "[-0.44449465 0.09366119 0.22006408 ... 0.18350303 -0.14555847\n", - " 0.32640704]\n", - "Found 2374 total galaxies in catalog for cluster 11651\n", - "[ 0.03540208 -0.304394 0.19994002 ... 0.397141 0.1320266\n", - " -0.16584072]\n", - "Found 3453 total galaxies in catalog for cluster 27728\n", - "[ 0.59347542 -0.21427645 0.4632276 ... -0.22811455 -0.20146981\n", - " 0.05928831]\n", - "Found 3657 total galaxies in catalog for cluster 30757\n", - "[ 0.29693451 0.38611275 -0.28926536 ... 0.14546627 0.11441397\n", - " -0.21312707]\n", - "Found 5863 total galaxies in catalog for cluster 32634\n", - "[-0.54039764 -0.09551192 0.32637363 ... -0.41407367 -0.14949823\n", - " 0.2596114 ]\n", - "Found 3876 total galaxies in catalog for cluster 33429\n", - "[ 0.05720303 -0.13551222 0.23045971 ... -0.10187624 -0.06322628\n", - " -0.27735324]\n", - "Found 2650 total galaxies in catalog for cluster 15656\n", - "[ 0.4417252 0.81483829 -0.03603866 ... 0.21225409 -0.25639667\n", - " -0.29242835]\n", - "Found 1347 total galaxies in catalog for cluster 29784\n", - "[ 0.32243113 0.13002596 0.24564893 ... -0.08097825 0.22757173\n", - " -0.33720073]\n", - "Found 2554 total galaxies in catalog for cluster 22630\n", - "[ 0.56181447 0.07866958 0.18027475 ... -0.11737921 0.37863276\n", - " -0.05904138]\n", - "Found 1559 total galaxies in catalog for cluster 17777\n", - "[ 0.29184797 -0.23032738 0.25912623 ... -0.17819784 -0.13774879\n", - " 0.18073236]\n", - "Found 2727 total galaxies in catalog for cluster 33569\n", - "[ 0.10032456 -0.18569312 0.07941869 ... -0.39138865 -0.00710725\n", - " 0.01416388]\n", - "Found 2392 total galaxies in catalog for cluster 39996\n", - "[ 0.09773822 -0.24164695 0.02196514 ... -0.24862595 0.16740302\n", - " -0.33765771]\n", - "Found 4344 total galaxies in catalog for cluster 37007\n", - "[ 0.42156408 0.29362266 -0.37470191 ... 0.15528643 0.19650853\n", - " -0.04632037]\n", - "Found 4941 total galaxies in catalog for cluster 25937\n", - "[-0.08560746 0.15255857 -0.32941459 ... 0.02635474 -0.12560845\n", - " -0.32814969]\n", - "Found 1755 total galaxies in catalog for cluster 24386\n", - "[ 0.22951857 0.22294492 0.3801187 ... -0.0817034 -0.04722498\n", - " 0.17678064]\n", - "Found 5448 total galaxies in catalog for cluster 44685\n", - "[ 0.59143941 0.18464193 -0.46607829 ... 0.1780916 0.19298336\n", - " 0.0562919 ]\n", - "Found 3105 total galaxies in catalog for cluster 48725\n", - "[-0.20609457 0.47507296 0.42057431 ... -0.29535285 -0.12527403\n", - " -0.14960155]\n", - "Found 2631 total galaxies in catalog for cluster 27260\n", - "[ 0.29288365 -0.22416677 0.15344121 ... 0.07302322 -0.19373682\n", - " -0.09877115]\n", - "Found 2108 total galaxies in catalog for cluster 35316\n", - "[-0.16747035 0.81373811 0.37153557 ... -0.40295261 0.13334764\n", - " -0.27408816]\n", - "Found 1696 total galaxies in catalog for cluster 59428\n", - "[-0.10567348 -0.44182336 0.37064304 ... -0.24494628 -0.19486009\n", - " -0.21822688]\n", - "Found 2574 total galaxies in catalog for cluster 25976\n", - "[ 1.11084390e-01 -2.17996655e-01 -1.79949449e-04 ... -4.34307211e-01\n", - " -1.06246399e-01 -1.64348834e-01]\n", - "Found 3405 total galaxies in catalog for cluster 31596\n", - "[-0.13789467 0.3360284 0.43679533 ... -0.10241494 -0.19251326\n", - " -0.18635589]\n", - "Found 6439 total galaxies in catalog for cluster 26346\n", - "[ 0.05561808 0.59199334 0.0073064 ... -0.2685966 -0.2305854\n", - " -0.10088378]\n", - "Found 3450 total galaxies in catalog for cluster 36608\n", - "[ 0.59637785 -0.22335605 0.30604851 ... -0.24507671 -0.17460524\n", - " 0.15965588]\n", - "Found 3956 total galaxies in catalog for cluster 26938\n", - "[ 0.59207536 0.18385979 -0.01549692 ... 0.14771541 0.02292563\n", - " 0.12189737]\n", - "Found 1903 total galaxies in catalog for cluster 74483\n", - "[ 0.2775765 0.0541906 0.1279894 ... -0.24333836 -0.21848731\n", - " 0.0805656 ]\n", - "Found 3107 total galaxies in catalog for cluster 62882\n", - "[-0.03701776 0.30365894 0.05584891 ... 0.22583948 -0.32169655\n", - " 0.02876253]\n", - "Found 1008 total galaxies in catalog for cluster 25770\n", - "[ 0.19023681 0.40650603 0.28964907 ... 0.33159684 -0.22721098\n", - " -0.0094058 ]\n", - "Found 778 total galaxies in catalog for cluster 59302\n", - "[ 0.38763298 0.33694624 0.17130114 -0.7030548 0.24378214 -0.22269186\n", - " 0.40164782 -0.27547922 0.26924963 -0.61000134 -0.23628396 -0.30566011\n", - " 0.02172561 0.04313036 -0.2986062 -0.11466389 -0.23479355 -0.44337496\n", - " -0.26802347 0.0784719 -0.09492092 0.32068741 0.02909219 0.44277981\n", - " 0.07038634 0.5095375 0.18796747 0.26008881 0.09355411 0.32192252\n", - " -0.33853814 -0.09470466 0.00247695 0.04180105 0.18522099 -0.25812554\n", - " -0.0543298 0.36346585 0.21198017 0.35506001 0.33517868 -0.32820281\n", - " 0.07406006 -0.32141772 -0.15099652 0.0907061 0.45148195 0.16928475\n", - " 0.42209082 0.51149141 0.32698059 -0.18221191 0.02842676 0.0689814\n", - " 0.12348319 0.10156645 0.6228635 0.36348173 -0.32800736 -0.25535533\n", - " -0.18255867 0.60669639 0.08477134 0.1198197 -0.31012021 -0.14533782\n", - " -0.01550789 -0.37800637 -0.34966885 -0.08782263 -0.34420816 -0.17200108\n", - " -0.32008204 0.31496187 -0.14614869 -0.22060788 -0.54003087 0.25255217\n", - " -0.20952503 0.24461428 -0.04426422 -0.04137426 -0.2551041 0.537203\n", - " -0.48886107 -0.21728589 -0.12106819 0.36754358 0.27459747 -0.00707254\n", - " 0.15718581 0.12520441 0.02136897 -0.48273741 -0.16635369 0.02193862\n", - " 0.53835356 -0.13711032 -0.02734242 -0.38910976 0.05094044 0.39963823\n", - " -0.12488541 -0.31739224 0.17885544 -0.04492413 0.06504405 0.34537829\n", - " -0.25705054 -0.56101613 -0.97496748 0.15138747 0.22664667 0.20665064\n", - " 0.00477593 0.04223977 -0.32309503 0.39484615 0.21510828 0.40938294\n", - " 0.0451084 0.22695703 0.01532318 -0.31080239 0.87623125 0.45795038\n", - " 0.25256266 -0.02257178 0.22401927 0.09883266 -0.1086906 -0.28928621\n", - " 0.43618679 -0.08740963 0.0477394 0.40899714 -0.0906069 0.00826097\n", - " 0.06861162 0.04063336 0.28415875 -0.46260578 0.16850755 0.29128135\n", - " -0.33138379 -0.28173847 -0.30088395 -0.03142653 -0.40672613 -0.05914295\n", - " -0.60693122 -0.16901032 0.39975389 -0.08099926 0.20909812 -0.19122324\n", - " -0.26647362 -0.12622183 -0.75265825 -0.12747101 -0.30215194 -0.63700247\n", - " 0.29843372 -0.17612195 -0.30967274 -0.01736444 -0.06133338 -0.52266851\n", - " 0.01880755 -0.26037748 0.23806617 0.27752927 -0.5520098 0.58422355\n", - " 0.3776747 -0.64445923 -0.49961328 0.06303165 -0.3404986 -0.19415891\n", - " -0.04363727 -0.30838742 0.02448679 -0.26141886 -0.28738742 0.24023964\n", - " 0.17604624 -0.10309753 -0.7559602 -0.07933411 -0.44238276 0.01583645\n", - " 0.23414524 0.40894069 -0.12016379 0.28198139 -0.05795284 -0.26107812\n", - " -0.10356654 0.17228946 0.11320941 0.317724 -0.33584669 -0.26005461\n", - " -0.02946413 0.1843659 -0.1126654 0.06988115 0.28158928 -0.20842448\n", - " 0.01943581 -0.22711729 -0.33730091 0.29580351 -0.01762769 -0.25832141\n", - " 0.43168148 0.21386653 0.02569163 0.01602169 0.32854664 0.29035691\n", - " -0.73696682 0.47097971 -0.40613214 -0.51250828 -0.86738224 0.18012505\n", - " -0.30059596 0.53010665 -0.06280792 0.19503184 -0.65127326 -0.46928334\n", - " 0.09107219 0.20129462 -0.08199439 -0.1149956 -0.2171461 -0.09427361\n", - " 0.45022495 -0.16050412 -0.10290788 -0.53069129 -0.08338951 -0.39278575\n", - " -0.27586226 0.60249155 -0.06766247 -0.05716552 0.17456554 0.19610757\n", - " 0.11287448 0.4619246 0.15183532 0.50665203 0.19338427 0.09905482\n", - " -0.21887791 0.34019513 -0.05872421 0.16835089 0.28341029 -0.10651477\n", - " -0.13148241 -0.06035347 0.18015199 0.3020353 -0.34408567 -0.00200049\n", - " -0.19273532 0.2864748 0.15184271 0.63329698 -0.09764238 0.03218005\n", - " 0.07543087 0.14838595 0.49961322 0.22714575 0.03949269 0.15854617\n", - " -0.00128597 -0.06178901 -0.09160233 0.65309771 -0.47907369 0.25008195\n", - " -0.97603656 -0.06133854 0.480196 -0.02978087 -0.48956058 -0.0677284\n", - " 0.00467573 -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452\n", - " 0.36909401 0.14231269 -0.06220433 0.24610634 0.11134908 0.24047602\n", - " -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705 0.70353935\n", - " 0.26278817 -0.39411269 0.27993593 -0.02997445 0.42350423 -0.21027237\n", - " -0.00476224 0.14144592 -0.26590064 -0.08597748 -0.01091568 0.43467588\n", - " 0.02584536 -0.1764528 -0.26703644 -0.22658026 0.17817805 -0.13878797\n", - " 0.44455686 -0.29317833 -0.21145343 0.41651161 -0.24329167 -0.00288695\n", - " -0.42466294 -0.40115811 -0.23353144 -0.17270076 -0.37587737 0.55370774\n", - " -0.12788435 -0.30051643 0.05153701 0.10664946 -0.85348321 -0.01928962\n", - " -0.26784695 0.40589241 0.15939806 0.11081399 -0.28810845 0.2298593\n", - " 0.64478498 -0.11655647 -0.40672256 -0.58286455 -0.12801189 0.33227331\n", - " 0.23909264 -0.06030558 0.44904955 0.50240183 0.31097719 -0.33340191\n", - " 0.0998535 0.08917471 -0.6456662 0.30327284 0.15520685 0.51225527\n", - " 0.48818978 0.2296761 -0.03873786 0.32373473 -0.14305066 0.05910027\n", - " -0.06596952 -0.2526311 0.13302719 -0.00270377 0.45220135 0.20014768\n", - " -0.06265121 -0.14409919 0.16573367 -0.06629182 0.18805569 -0.3882322\n", - " 0.0691546 0.04009703 -0.2182302 0.06633279 -0.11919668 -0.52955455\n", - " -0.03315316 -0.32243813 0.15925049 0.1921269 -0.46149467 0.31760904\n", - " 0.16027228 -0.09159386 -0.0047224 -0.27918361 0.78981834 0.04198187\n", - " 0.25204295 -0.37136413 0.25566216 -0.11283529 -0.30054139 0.27887194\n", - " 0.51496013 -0.1491137 0.24207707 -0.09855049 -0.48714799 -0.00349147\n", - " -0.16765788 0.15153627 0.32906012 0.27132893 -0.03437923 0.36345961\n", - " -0.53534567 -0.06419938 -0.35727209 0.37453369 0.02862477 -0.30940367\n", - " -0.7016124 0.40758784 0.2886936 -0.11693672 0.4838847 -0.23183956\n", - " 0.61783619 -0.24275999 0.71624778 -0.04851256 0.09743434 0.08020081\n", - " 0.22820985 -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789\n", - " -0.03800425 -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536\n", - " -0.01248452 -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163\n", - " 0.49517426 -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017\n", - " 0.1140784 0.06848525 0.00745635 -0.59196988 0.5698269 -0.77582658\n", - " 0.19018918 -0.54949149 0.27892862 -0.11721174 0.01372189 -0.19826843\n", - " -0.16820493 0.09408494 0.42709648 0.44531959 -0.23617979 -0.01771833\n", - " 0.54348613 -0.42291197 0.00604222 0.23991114 -0.1156619 -0.27535409\n", - " -0.0730514 0.08619012 0.28103851 0.0759593 0.5787172 -0.29581529\n", - " 0.40233924 -0.67544697 -0.27618368 0.0807007 0.47662885 0.80014144\n", - " 0.0331896 0.01128167 0.84118728 -0.00860522 -0.19407331 0.06681775\n", - " -0.66630301 -0.13487112 0.6073306 -0.17733756 -0.06844052 -0.05078984\n", - " -0.32472552 -0.74783914 -0.28950767 -0.10484004 0.16928471 -0.3158421\n", - " -0.75437396 -0.29700701 -0.06707425 0.24155822 -0.6070033 0.40440298\n", - " 0.48225626 -0.36403539 -0.17369476 -0.1402689 0.60337631 0.20819399\n", - " -0.23068501 0.09346703 -0.61638529 -0.13664081 0.42352969 -0.21968719\n", - " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", - " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.20449139\n", - " -0.06275295 -0.01737246 -0.13441127 0.28388974 -0.42624492 0.40878183\n", - " 0.17816298 -0.59018023 0.00332248 -0.05265709 -0.00638788 0.30820818\n", - " -0.33900044 0.33941315 -0.57128401 0.79917338 0.36769866 0.49717718\n", - " 0.02101731 -0.07320512 -0.24801392 0.0105963 0.31622004 -0.04802494\n", - " 0.08124256 0.45415854 0.31823153 -0.15866534 -0.11144083 -0.28665125\n", - " 0.22047085 -0.26362738 -0.07177424 0.49628657 -0.42295375 0.33278329\n", - " 0.34553862 0.57098034 -0.05633348 0.02369362 0.1739338 -0.34227206\n", - " -0.27525552 0.12538579 0.449764 -0.24946475 -0.55895513 0.17739929\n", - " 0.06274196 -0.07408034 0.00206934 -0.18555698 -0.17727417 0.32015989\n", - " -0.55777228 -0.2232127 0.17613297 -0.19189203 -0.24671479 0.20660264\n", - " 0.41623246 -0.71283104 0.07052816 -0.33223808 -0.13506834 -0.07978173\n", - " -0.00495612 -0.36030836 -0.09038704 -0.37699333 -0.18169498 0.47563459\n", - " 0.00743442 -0.42778468 0.24916695 0.28785238 -0.25828662 0.27037893\n", - " 0.29947667 0.12540593 -0.57230805 -0.17215418 0.76791478 0.54260941\n", - " 0.00451269 0.08829456 -0.49599681 0.12552144 0.29437735 -0.24427217\n", - " 0.00521472 -0.13823206 0.08853049 -0.09971871 0.32521805 0.03693578\n", - " -0.36513035 -0.38362263 0.57654927 0.52602136 -0.03275276 0.17764793\n", - " -0.31210603 -0.2476294 -0.11811441 -0.12380013 -0.09616751 -0.24961409\n", - " -0.08062807 0.13297211 0.11326318 0.41340508 -0.18790088 -0.47464831\n", - " 0.15100134 0.11081162 0.05093718 0.08338737 -0.24053852 0.17821214\n", - " -0.21090406 0.20661209 0.02156347 0.38202435 -0.36551322 0.22270046\n", - " -0.11441994 -0.40599494 -0.23845091 0.03097259 -0.79225468 -0.0461534\n", - " -0.51271033 -0.69333947 -0.10715767 0.10399956 -0.6925749 -0.5450986\n", - " 0.39353552 -0.27663313 -0.80693118 0.0973963 -0.2489656 -0.3762908\n", - " 0.51416824 -0.08068194 -0.34819781 0.31418108 -0.3129743 0.08919813\n", - " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 0.29549733\n", - " -0.13036097 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281\n", - " -0.09733946 0.21768126 -0.00738029 0.26770758 -0.04257858 0.64934433\n", - " 0.6012541 0.34193981 0.22159095 0.22760763 -0.52321125 -0.04816206\n", - " 0.54969506 -0.22052851 0.15482333 0.45673363 -0.10586041 -0.22419676\n", - " 0.38532588 0.33503145 -0.24407898 0.09987012 0.53633373 0.66201625\n", - " 0.06799898 -0.3175067 0.18451241 0.38248772 -0.08040749 -0.63261478\n", - " -0.38046399 0.34032383 -0.6625084 -0.55454228 -0.64649552 0.13287805\n", - " -0.27607463 0.13431635 0.25907102 0.03548466 -0.02901425 -0.21811736\n", - " 0.4332871 -0.10841417 -0.36082228 -0.30657611 -0.03256143 0.56831397\n", - " 0.02105735 -0.23947836 -0.48431863 -0.17336334 0.44250774 -0.09949431\n", - " 0.18771043 0.39373369 0.24748163 0.70702928 0.2749094 -0.32800499\n", - " -0.5873423 -0.20379784 -0.43748237 0.2853825 ]\n", - "Found 1511 total galaxies in catalog for cluster 53335\n", - "[-0.20820939 0.22643546 0.38943134 ... -0.38182703 0.03097582\n", - " -0.16006497]\n", - "Found 928 total galaxies in catalog for cluster 23919\n", - "[ 3.38066772e-01 -7.08955253e-01 8.92837301e-02 -6.77527732e-02\n", - " 4.03021091e-01 8.66369705e-02 -7.30961727e-02 -3.52201050e-02\n", - " -1.28309087e-01 -1.88834700e-01 1.38152848e-01 2.19792290e-01\n", - " -3.07258506e-01 -2.32364555e-01 3.17133817e-01 6.79627137e-01\n", - " 2.86239211e-01 -1.43564100e-01 3.09592479e-01 -1.06573132e-01\n", - " -2.31038710e-01 5.62582051e-01 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1.40536119e-01\n", - " 3.20902002e-01 -3.24779206e-03 -7.34021593e-02 -3.35650913e-01\n", - " 6.57548247e-01 -4.11071755e-01 1.91881088e-01 3.02731745e-01\n", - " 6.21800118e-01 4.85183721e-01 6.18595237e-01 -3.36613192e-01\n", - " 5.32713249e-01 -6.07658180e-02 2.09998504e-01 -2.97304297e-01\n", - " 3.55827118e-01 7.54859297e-03 1.42776420e-01 -7.59432677e-03\n", - " 3.88440892e-01 3.88539722e-01 -7.37165126e-02 -1.19664044e-01\n", - " -3.38337010e-01 -8.22326904e-02 3.65146553e-02 4.57158595e-01\n", - " -2.64596081e-01 -1.25132028e-01 -1.33296632e-01 -2.17697538e-01\n", - " 3.21151889e-01 3.29218344e-01 4.63773799e-01 -8.99601990e-02\n", - " -1.66531718e-01 -2.32987664e-01 4.12264782e-02 -2.11889031e-02\n", - " -6.29949336e-02 -8.79627234e-01 -2.47136077e-01 -2.48568507e-01\n", - " 1.72514692e-01 2.73110929e-01 -2.74672176e-01 1.45634316e-01\n", - " 3.30300619e-01 1.36738577e-01 -1.17743200e-01 7.39265637e-01\n", - " -4.39310776e-01 4.10444323e-01 -2.36928339e-01 3.29412261e-02\n", - 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3.03181160e-01 2.48811776e-01 9.00286498e-02\n", - " 4.81938682e-01 5.56770874e-01 -1.36737438e-01 1.81623759e-01\n", - " -5.28565550e-01 4.08269253e-02 5.96241885e-01 1.11608259e-01\n", - " 4.19400930e-03 -1.30999534e-01 -3.60566469e-03 1.69780593e-01\n", - " -5.56303813e-02 7.48631223e-02 1.19236147e-01 -5.75313401e-02\n", - " -1.52571656e-01 -3.31204769e-02 2.16073870e-01 2.35166377e-01\n", - " -1.59748476e-01 -1.15961977e-01 4.35945418e-01 -3.87489234e-02\n", - " 5.05071308e-01 -1.68425528e-01 -6.12454263e-01 4.32622456e-01\n", - " -3.65592277e-01 -4.41149138e-01 3.56916669e-01 1.25479790e-01\n", - " 6.04980332e-01 -7.55304716e-03 -1.17379005e-01 -3.08878333e-02\n", - " 3.69458493e-01 3.75572334e-01 -4.41985734e-01 5.94660225e-01\n", - " 5.80002489e-01 8.17368129e-01 -3.29638622e-02 2.70459812e-01\n", - " -1.70831223e-01 3.82456215e-01 5.79053374e-01 -1.68114760e-01\n", - " 3.10517446e-01 -4.09309115e-01 -2.45367590e-01 1.75631556e-01\n", - " 1.01760993e-01 -1.95296609e-01 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1.33735423e-02\n", - " -3.81815650e-01 -5.13788048e-01 -1.94370714e-01 2.34678885e-01\n", - " -5.09107018e-01 -1.91136826e-02 -2.93222945e-01 -4.66074487e-01\n", - " -1.58007176e-01 -1.76199255e-01 -1.85273678e-02 2.17827931e-01\n", - " 4.51695199e-02 1.00878477e-01 -2.71700698e-01 1.68763181e-01\n", - " 4.79176616e-01 -5.21598362e-01 -4.22880154e-01 1.35914553e-01\n", - " -3.60985840e-02 -3.19118683e-02 -6.36025654e-01 3.50316968e-01\n", - " 2.53611152e-01 2.82788655e-01 3.70194993e-01 2.08444555e-01\n", - " 3.93250606e-01 -2.55947696e-01 -1.59025662e-01 2.20679446e-01\n", - " 3.11629596e-01 1.86285855e-02 5.31726933e-01 -2.32821159e-01\n", - " 3.47375325e-01 -5.01788587e-01 -1.88078563e-01 -4.13946629e-01\n", - " 5.81888540e-01 3.53802686e-02 -8.45006907e-02 4.49260021e-02\n", - " -3.07036288e-02 -9.50360018e-02 2.02851041e-01 -2.14072949e-01\n", - " 3.89271492e-01 4.86958991e-02 5.60708245e-01 -9.07633920e-05\n", - " -5.50044156e-01 -4.31455726e-02 1.89339860e-02 2.07746640e-01\n", - " -1.69481030e-01 3.43171003e-02 5.84377226e-01 -2.38208859e-01\n", - " -5.95323107e-02 7.99670228e-02 -1.77986489e-01 -2.55602804e-01\n", - " -9.47692854e-03 5.02193835e-01 -1.42625462e-01 -2.73939472e-01\n", - " 2.21198307e-01 -2.96216061e-01 -2.09332280e-01 2.35275098e-01\n", - " -1.79251360e-01 1.10862956e-01 2.26436931e-01 2.42606850e-01\n", - " 3.51486256e-01 -5.40816916e-01 3.03389868e-01 -3.55526569e-02\n", - " 1.66326767e-01 1.94661411e-01 1.17315373e-01 -3.46810234e-01\n", - " -4.54448506e-02 -3.88206836e-02 -1.67631299e-01 1.64760601e-01\n", - " -3.36132725e-02 -2.00992709e-01 4.28711297e-01 3.88070300e-01\n", - " 2.19547166e-01 -1.82569561e-02 -2.58134995e-01 8.44571821e-02\n", - " 2.25543321e-01 -1.53290143e-01 -2.31306765e-01 1.17463708e-01\n", - " 4.07263881e-01 -3.79275964e-01 2.42066903e-01 -3.20678611e-01\n", - " -5.94705318e-02 -1.00731166e-01 -1.75887072e-01 2.51062035e-01]\n", - "Found 4012 total galaxies in catalog for cluster 16567\n", - "[ 0.2089247 0.17266089 -0.34434815 ... -0.06819804 0.0441848\n", - " -0.23963409]\n", - "Found 2882 total galaxies in catalog for cluster 41321\n", - "[ 0.47751855 0.22415221 -0.26511433 ... -0.10618633 0.02656581\n", - " -0.32176661]\n", - "Found 791 total galaxies in catalog for cluster 52141\n", - "[-1.77292967e-01 -3.91376591e-01 6.06649002e-02 5.69768570e-01\n", - " -5.88214092e-01 2.08517798e-01 -6.37426378e-01 -3.95672366e-01\n", - " 4.98130934e-01 -5.09176100e-01 -1.14424377e-01 7.20202920e-01\n", - " 6.39277598e-01 9.20873999e-02 -4.24467441e-01 -6.02616704e-02\n", - " -2.63669474e-01 5.15284325e-02 -1.36685944e-01 -2.05319626e-01\n", - " 3.81533014e-01 -1.27063851e-01 -2.34217248e-01 -1.29953051e-02\n", - " -2.46765754e-01 4.49172678e-01 -5.65338473e-02 2.42382327e-01\n", - " -6.83315078e-02 2.52467599e-01 -1.08777012e-01 2.79851548e-01\n", - " 3.50990731e-01 8.05166207e-02 -2.96247412e-01 1.06222230e-01\n", - " 4.04000839e-01 7.51038634e-02 -6.88205867e-01 -1.44893543e-01\n", - " -2.70216837e-01 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6.79246007e-01\n", - " -3.14864410e-01 -3.03876691e-01 3.47251708e-01 -1.66400609e-02\n", - " 6.55816927e-02 5.06073131e-01 -2.14312395e-01 -2.33194043e-01\n", - " 2.90645878e-03 1.88405183e-01 3.82708805e-02 6.37873690e-01\n", - " -2.03588299e-01 4.78920529e-01 2.01298632e-01 3.79708191e-02\n", - " -3.68541339e-01 -6.75392550e-02 6.30962302e-02 -5.42930168e-01\n", - " -5.94631851e-01 -8.08096896e-02 1.45877827e-01 -3.31649915e-01\n", - " -3.18527251e-01 4.15539754e-01 -4.23545227e-01 6.56280062e-01\n", - " -1.80602447e-01 -1.08344472e-01 -8.35488251e-04 5.69883191e-02\n", - " 2.22853781e-01 3.15941106e-01 -2.39124296e-01 -2.60443169e-02\n", - " 6.23049924e-01 -3.76032344e-02 -3.41942925e-01 6.75762328e-02\n", - " 3.77549799e-01 -1.49112217e-01 1.73416509e-01 -1.13004155e-01\n", - " 3.91335589e-01 2.62928424e-01 8.98246874e-03 -2.76780442e-02\n", - " 1.97043978e-01 2.70841012e-01 4.03515173e-01 2.69208860e-02\n", - " 1.90138731e-01 5.06164927e-01 4.34353323e-01 -1.65203160e-01\n", - " 4.22286302e-01 -4.47950607e-01 4.02372963e-01 -5.15327472e-01\n", - " 6.95783291e-02 1.04814307e-01 1.05671753e-01 -5.08023728e-01\n", - " -1.19670979e-01 -4.95713988e-01 3.70542662e-02 -2.92333268e-02\n", - " -1.96740064e-01 1.86486433e-01 -1.72736837e-01 -4.01079839e-01\n", - " 2.72165692e-01 -1.95156835e-01 -7.21288415e-01 -3.49125007e-01\n", - " 3.03695499e-01 4.99861811e-01 6.61091357e-01 4.10252816e-01\n", - " -1.32015756e-01 3.04229787e-02 7.83777238e-01 -1.68025288e-01\n", - " -3.53347818e-01 -4.45785829e-04 3.44253346e-01 3.41093241e-01\n", - " -4.36627282e-01 4.06504364e-01 5.58541331e-02 1.27670392e-01\n", - " -4.58075197e-01 -7.36346918e-02 2.28174396e-01 6.91733978e-02\n", - " -2.51273604e-01 4.09476930e-01 -2.14051223e-01 -2.81271204e-02\n", - " 1.36142626e-01 6.21110301e-02 -4.17701106e-01 -6.70859943e-01\n", - " -3.95838471e-01 -3.55548755e-01 2.42555342e-01 -4.51274492e-01\n", - " -3.26156510e-01 -1.74382992e-01 3.19772616e-01 -1.71853424e-01\n", - " 3.69741594e-01 4.48260320e-01 2.92249991e-01 2.08966993e-01\n", - " -1.27028138e-01 9.82621103e-01 1.47276121e-01 2.88562623e-01\n", - " -9.39805617e-02 -2.57508355e-01 -2.49765184e-02 2.81429573e-01\n", - " -5.04443253e-01 3.22468786e-02 -1.20213714e-01 -2.63442782e-01\n", - " 3.90996537e-02 1.86093722e-01 -2.70253694e-01 -3.24868357e-01\n", - " -5.65610526e-01 -1.04999809e-01 -7.18614632e-02 1.60088601e-01\n", - " 1.72126418e-01 2.54974970e-01 -2.57830141e-01 3.06238952e-01\n", - " 2.46850353e-01 -4.05759401e-01 -5.06504829e-01 3.21466387e-01\n", - " -5.38321994e-01 3.66433928e-01 -2.14204335e-01 -3.44532398e-01\n", - " -8.45532610e-01 -5.74136862e-02 7.52261888e-01 1.46993891e-01\n", - " 4.39272836e-01 3.83418215e-02 2.21435828e-01 9.80017240e-02\n", - " -2.50535079e-01 -2.23114084e-01 -5.42957488e-02 4.48273843e-03\n", - " -5.20812239e-02 2.89346274e-01 -2.81176499e-01 2.36843213e-01\n", - " 5.80632274e-02 2.63893352e-01 2.13289049e-01 3.56856928e-01\n", - " -2.12644042e-01 3.83666464e-01 8.43150265e-02 -7.81390120e-02\n", - " -2.15053479e-01 -1.77599652e-02 3.56467827e-01 -3.68136933e-01\n", - " -7.03601685e-02 -1.61948856e-01 -5.25949364e-02 2.12041076e-01\n", - " 4.60290106e-02 2.32956230e-01 -3.07137468e-01 -2.07118346e-01\n", - " -5.91419841e-01 3.67746179e-01 6.41436508e-01 2.69599338e-01\n", - " 7.63905458e-01 -4.20281201e-01 9.44870256e-03 6.01530416e-01\n", - " -5.93219403e-02 -2.17125700e-01 1.35783029e-01 -8.93230406e-02\n", - " -1.80012822e-01 -2.65218337e-01 1.88610071e-01 4.35727281e-01\n", - " 5.01202959e-01 -2.37337275e-01 -5.43141975e-05 -6.29284498e-01\n", - " -6.16965665e-02 4.70037613e-01 2.90838111e-01 -7.07203418e-02\n", - " -1.65197997e-02 2.32431636e-01 -2.59173134e-01 1.06649073e-01\n", - " -4.75228539e-01 4.10994596e-01 4.54437776e-01 -4.84688226e-02\n", - " 2.55751180e-01 1.13073583e-01 2.97365063e-01 -3.21251547e-01\n", - " -1.49166815e-01 2.59918226e-01 2.66794776e-01 -7.53377817e-02\n", - " -1.44669168e-01 -1.77192423e-01 2.91581263e-01 -8.81725085e-04\n", - " 2.91327257e-01 -1.06196392e-02 -6.49560716e-02 -2.07656114e-01\n", - " -1.40637158e-01 1.51580103e-01 1.00477603e-01 -1.11294362e-01\n", - " 4.08067575e-01 -4.79902598e-01 -5.32804466e-01 3.20164781e-01\n", - " -3.29108327e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", - " -5.09190666e-01 3.37617138e-01 2.10275109e-01 -4.44383785e-01\n", - " 1.13373106e-01 -1.72347369e-01 -3.20640018e-01 -3.07277145e-01\n", - " -8.08659138e-03 -4.39120922e-02 -5.19920038e-01 -3.59081903e-01\n", - " 5.41263940e-01 1.09294953e-01 -2.24767777e-01 -2.74104920e-01\n", - " -4.90907508e-01 3.15899278e-01 1.68199478e-01 4.25376954e-01\n", - " -1.69133381e-01 1.26618447e-01 -4.12192081e-01 -5.15084398e-02\n", - " -2.74536077e-01 -1.41819760e-01 5.33813975e-01 1.99366444e-01\n", - " 2.27249070e-01 4.79397054e-01 5.89844484e-05 3.69576867e-02\n", - " -2.80343072e-01 4.04987601e-01 -1.92630740e-01 -3.25934006e-02\n", - " -3.60694621e-02 -9.15579191e-03 2.03596589e-01 2.21979030e-01\n", - " -1.72218659e-01 -1.71294601e-01 2.01169475e-01 2.51860343e-01\n", - " -2.62185824e-02 1.11119870e-01 1.71559876e-01 -2.59791974e-01\n", - " 2.44491648e-01 -6.15047486e-01 2.32536039e-01 -2.22251264e-01\n", - " -2.75015978e-01 4.24332834e-02 6.93559676e-02 -3.14343380e-01\n", - " -3.17186023e-01 3.66805243e-01 4.35436847e-01 3.64999399e-01\n", - " 5.21674957e-01 -1.09780796e-01 6.89130287e-02 1.71711468e-01\n", - " 2.84271190e-01 -2.61131575e-01 -1.85419220e-01 -3.06943837e-01\n", - " 1.82112265e-01 -1.46982948e-01 -3.40442833e-01 9.01613012e-01\n", - " -8.41016186e-02 -5.11205528e-02 1.80145650e-01 1.13662997e-01\n", - " -4.53956006e-01 1.76312907e-01 1.18880604e-01 4.07569854e-01\n", - " -6.81787137e-01 1.51448017e-01 1.92799165e-01 -5.36218516e-02\n", - " 3.94301712e-02 -3.65260741e-02 1.51585816e-02 2.47051692e-01\n", - " 1.57805245e-01 8.69978425e-01 1.50474125e-01 4.47281140e-01\n", - " -1.50650691e-01 -4.48060776e-01 -3.81810528e-01 7.71480380e-01\n", - " 1.74554529e-01 8.30143010e-02 8.44898038e-02 -2.94729230e-01\n", - " -1.21469678e-02 2.68927782e-01 2.88141827e-01 2.85040776e-01\n", - " 3.61266601e-01 2.66090586e-01 8.34683104e-03 -3.63512642e-01\n", - " 5.53708965e-01 -2.58505495e-01 8.81540401e-02 -5.42109493e-01\n", - " 4.12258734e-01 3.14216105e-01 5.12472600e-01 1.30278866e-01\n", - " -3.49224746e-01 2.50176959e-01 1.26971845e-01 -4.68310967e-01\n", - " 1.24310377e-01 8.30235627e-02 2.55160227e-01 3.91974675e-01\n", - " 6.60360475e-02 2.13747953e-01 -3.99561572e-01 -6.92255788e-01\n", - " -1.63728374e-01 -2.97647517e-01 2.47068833e-01 3.03471616e-01\n", - " -2.64852749e-01 8.85174463e-02 1.45715178e-01 3.98430772e-01\n", - " 4.33591824e-01 4.52333178e-01 -1.48419932e-01 -2.19191275e-01\n", - " 3.43360432e-01 -1.31421654e-01 -1.49166803e-01 -1.92958706e-01\n", - " 1.15474126e-01 6.01020545e-01 3.18672384e-01 1.14239570e-01\n", - " -6.82628325e-01 -2.01464524e-02 1.17934940e-01 5.20799015e-02\n", - " -1.13942098e+00 -5.63030219e-02 -4.18572846e-02 -1.19843045e-01\n", - " 3.63728272e-01 -1.32498725e-01 -5.16175287e-01 -2.08620502e-01\n", - " -7.35240745e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", - " -4.72948073e-02 -1.10361259e-02 5.30783135e-01 1.55113670e-01\n", - " 1.43326133e-01 -1.71056053e-01 -1.22872076e-01 2.81384844e-02\n", - " -6.17441379e-02 2.07384936e-02 -2.68485521e-01 4.68472316e-01\n", - " 4.45247850e-01 -6.19279247e-01 -4.69556275e-01 4.86223519e-01\n", - " 2.39354528e-01 2.39302038e-01 2.33997552e-01 4.45484672e-01\n", - " -2.64225472e-01 2.22683996e-01 3.83943560e-01 -2.32054052e-02\n", - " 2.61769392e-01 9.53702369e-02 1.15801699e-01 2.62527831e-01\n", - " -7.64658073e-02 5.33537373e-01 3.36616618e-01 3.86966321e-01\n", - " 5.98052266e-01 2.06759360e-01 -1.44101762e-01 2.10181097e-01\n", - " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", - " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", - " -6.48773592e-01 -1.79526154e-01 -3.29658738e-01 -5.57228790e-01\n", - " 2.79462845e-01 -3.94914597e-03 -2.63385536e-01 8.29324204e-01\n", - " 2.37231522e-01 8.37763589e-01 -3.00912693e-01 -4.20259697e-01\n", - " 1.54961282e-01 2.32178988e-01 5.93353305e-02 -4.80078810e-01\n", - " 1.07422990e-01 -4.36701546e-01 4.13344377e-01 -1.58888932e-01\n", - " -3.59229758e-01 -4.17328058e-01 1.92005679e-01 5.36666215e-01\n", - " 5.30034150e-01 1.84776971e-01 2.62347154e-01 -2.41910415e-01\n", - " -6.35698459e-01 -3.47494183e-01 5.34225310e-01 2.43435223e-01\n", - " -2.83676563e-01 -1.30874481e-01 9.46973462e-02 -1.88493048e-02\n", - " -1.56890014e-01 5.11022267e-02 -2.72804223e-01 6.07522286e-01\n", - " -3.71239525e-01 -2.10626795e-01 4.94806703e-02 -8.84129604e-02\n", - " -2.09509918e-01 3.43759434e-01 -3.92417402e-01 -7.42985075e-02\n", - " 2.97974353e-01 -1.02761075e-01 -2.38287635e-01 -1.13685275e-01\n", - " -1.27049356e-01 -4.40224282e-01 3.87510820e-01 -1.68653818e-02\n", - " 4.49051852e-01 3.09895989e-02 3.85612333e-01 -5.79324259e-01\n", - " -5.60514154e-01 1.16616949e-01 6.66893407e-02 -3.02843778e-01\n", - " -3.46694500e-01 -3.84701160e-01 3.60311484e-01 1.52753814e-01\n", - " 5.01229527e-01 -1.73918874e-01 -2.08270675e-03 1.10054668e-01\n", - " -8.26184074e-01 3.12984778e-01 -3.12989690e-02 -4.43385814e-02\n", - " 3.86676960e-01 -5.02726612e-01 7.02721924e-02 2.15791283e-01\n", - " -4.46954478e-01 8.34947263e-01 -1.29450525e-01 -2.93510832e-01\n", - " 2.84363258e-01 -6.61954039e-01 -1.68176555e-01 -1.72157576e-01\n", - " -4.75289657e-01 -3.99899556e-02 2.85052401e-01 4.00064410e-01\n", - " 2.64690433e-01 2.37683363e-01 2.88702001e-01 5.18483573e-01\n", - " 2.31732992e-01 -2.76751355e-02 4.44016533e-04 -1.12145639e-02\n", - " 2.82768153e-01 -3.13070992e-01 -2.02829395e-02 4.30493023e-01\n", - " 3.78878204e-01 -4.10482925e-01 -4.90912408e-01 1.88549415e-01\n", - " 8.90452635e-03 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", - " 3.27943543e-01 4.72754813e-01 4.98134514e-01 5.26447239e-02\n", - " 2.19893662e-01 1.55302029e-01 -1.19801301e-01 6.65261375e-02\n", - " -1.01574557e-01 -3.49992686e-01 5.27695197e-01 2.26004877e-01\n", - " 1.50112486e-01 3.45805666e-01 -3.39501383e-01 -5.20106555e-01\n", - " -3.14519208e-01 4.87172587e-01 -4.36035550e-01 5.66649855e-01\n", - " 1.66969524e-01 3.36258611e-01 -5.75334459e-02 -2.96172387e-02\n", - " -5.79424651e-01 -8.04597561e-02 2.21192724e-01 -1.84772811e-01\n", - " 5.22038995e-03 -2.29602658e-01 6.60662368e-02 -2.83020146e-02\n", - " -2.03033035e-01 -3.73395307e-01 2.21503263e-01 -6.28760588e-01\n", - " -2.38386847e-01 -4.55686541e-03 4.38873624e-01 -4.75834883e-02\n", - " -3.32695498e-01 1.77603802e-01 1.64736714e-02 -1.93081677e-01\n", - " 1.97832726e-01 2.64282618e-01 1.94827335e-01 1.03604566e-01\n", - " -8.12307426e-02 2.64906022e-01 -4.29629729e-01 -1.18179006e-01\n", - " -2.28505654e-01 -3.73452490e-01 -3.53983599e-01 1.77091364e-02\n", - " 2.20917979e-01 2.29760530e-01 4.22849655e-01 -9.65144916e-03\n", - " 1.54853784e-01 -5.04497049e-02 9.43316912e-01 3.64099114e-01\n", - " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02\n", - " 4.96634900e-02 -2.22114634e-01 -2.26913377e-02]\n", - "Found 3045 total galaxies in catalog for cluster 52451\n", - "[ 0.55218165 0.28250305 0.051724 ... -0.0441815 0.09085065\n", - " 0.10740707]\n", - "Found 1697 total galaxies in catalog for cluster 51057\n", - "[ 0.28275136 -0.42657209 -0.08416496 ... 0.25004617 0.40571457\n", - " -0.19426954]\n", - "Found 2968 total galaxies in catalog for cluster 14210\n", - "[ 0.28030029 0.12090656 0.17583674 ... -0.24344883 0.18379\n", - " -0.08611869]\n", - "Found 3194 total galaxies in catalog for cluster 33410\n", - "[-0.30022419 -0.16874144 0.22385079 ... -0.37206719 0.14518521\n", - " -0.28379434]\n", - "Found 3816 total galaxies in catalog for cluster 78132\n", - "[-0.40962582 -0.33066473 0.08261277 ... -0.26750286 0.18975939\n", - " -0.31499258]\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", - "Using single 2D shear calibration!\n", - "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 200603\n", - "Collecting data for cluster 0\n", - "Found 2851 total galaxies in catalog for cluster 11\n", - "[-0.44256325 0.05197701 0.4853728 ... -0.21345346 -0.05996671\n", - " -0.00186678]\n", - "Found 2456 total galaxies in catalog for cluster 827\n", - "[-0.22962438 0.09968647 -0.26021797 ... -0.07829856 -0.42943527\n", - " 0.28415725]\n", - "Found 2413 total galaxies in catalog for cluster 1985\n", - "[-0.17795113 -0.12206408 -0.00773827 ... -0.31951394 -0.54623969\n", - " 0.05257997]\n", - "Found 2346 total galaxies in catalog for cluster 1632\n", - "[-0.19300229 -0.37189339 -0.11336875 ... -0.15278788 -0.11702557\n", - " 0.37637832]\n", - "Found 891 total galaxies in catalog for cluster 2453\n", - "[-4.89275493e-02 -4.06373001e-01 -7.61063330e-02 -4.13264534e-01\n", - " -1.53958742e-01 -2.60233897e-01 1.29753575e-01 -9.99597675e-01\n", - " -1.00319443e+00 3.09183135e-01 -1.57725931e-01 -2.56840649e-01\n", - " 5.95243782e-02 -2.24517169e-01 2.42831957e-01 4.28093691e-01\n", - " 2.13780209e-01 -1.61198201e-01 -3.25190074e-01 8.84384655e-02\n", - " 4.33915169e-01 -7.03472025e-02 2.57904918e-01 1.08518613e-01\n", - " 1.15512928e-01 3.71598826e-01 8.17158199e-02 -3.27273922e-02\n", - " -7.07170594e-02 7.11664953e-01 2.99820244e-01 5.20494800e-02\n", - " -7.87646007e-02 -4.51566811e-02 2.17561557e-01 -4.36366624e-01\n", - " 3.13177050e-01 5.51991465e-01 -5.13464523e-01 -3.13062773e-01\n", - " 8.49039072e-01 1.46390332e-01 -3.96828102e-01 -2.18001445e-01\n", - " -1.55628589e-02 -2.50466969e-01 8.65978634e-02 9.72118092e-02\n", - " 1.53386672e-01 5.69204595e-01 -7.81708474e-02 2.31563579e-01\n", - " -6.62255102e-01 -1.62678033e-01 -2.35652709e-01 4.23666288e-02\n", - " 5.40500288e-01 -1.85784323e-01 3.93869510e-01 -7.12909807e-01\n", - " 6.71713804e-01 -2.79739801e-01 -1.25125791e-01 3.17283047e-01\n", - " -1.09959893e-01 -4.44060972e-02 -8.95469837e-01 -9.54786726e-02\n", - " -5.26878690e-02 3.14531500e-01 4.68797637e-01 -6.12360589e-02\n", - " 3.76431214e-01 3.78396160e-01 -2.33912292e-01 1.78777122e-02\n", - " -3.47209244e-01 -2.27189367e-02 8.16915811e-01 1.71169997e-02\n", - " -3.53833528e-01 -4.86728064e-01 2.03359983e-01 2.57938092e-01\n", - " 2.07500589e-02 4.90549214e-01 -2.28225645e-01 4.78766543e-01\n", - " -2.25425388e-01 -2.04998395e-01 -4.21091220e-01 6.75771398e-02\n", - " 3.38593316e-01 -5.44004206e-01 -3.28985207e-01 1.42054063e-02\n", - " 9.30115891e-02 -4.80568970e-01 -5.44336220e-01 -7.26663574e-02\n", - " -2.12985893e-01 6.52221308e-02 9.22196571e-02 1.03158230e+00\n", - " -3.75785998e-01 -2.30658155e-01 -3.00635654e-01 6.70483364e-01\n", - " -3.11499888e-01 2.17628732e-03 -3.33457800e-01 -9.21675342e-02\n", - " -3.09421758e-01 5.78289387e-01 -6.62151366e-01 -4.55131708e-03\n", - " 6.05462476e-01 -1.73100253e-01 -1.61796327e-01 4.52822178e-01\n", - " 1.30016692e-01 7.22911126e-02 2.94822867e-01 -2.38457981e-01\n", - " -3.39159582e-01 3.22130806e-01 -5.64220088e-01 9.85492665e-02\n", - " -1.73915657e-02 -3.70783551e-02 -4.05940374e-01 1.26735874e-01\n", - " 1.24150960e-01 7.14803714e-02 -4.08975325e-01 -4.48550951e-01\n", - " 9.06216891e-02 2.31662975e-01 -2.59520100e-01 -1.52257441e-01\n", - " -9.05953049e-02 -1.50136051e-01 3.00660830e-01 -2.33640948e-01\n", - " -4.54347002e-01 -4.77975499e-01 9.58027118e-02 2.67157461e-01\n", - " 5.76527539e-01 1.47912562e-01 -2.31887432e-01 -3.37452226e-01\n", - " -1.10269458e-01 -5.93202179e-02 -2.71370115e-01 -4.43723778e-01\n", - " -3.37394816e-01 -5.68594586e-02 -2.97369737e-01 -7.99064833e-01\n", - " -7.65832346e-01 -1.86887862e-01 -1.10340502e-01 1.05689761e-01\n", - " 1.45036250e-03 4.12283528e-01 -1.02150499e-01 2.80073123e-01\n", - " -1.98542369e-01 -5.27030940e-01 -3.20624080e-01 -3.23214579e-01\n", - " -7.40032745e-02 -2.96161386e-02 1.67845351e-01 5.84755468e-01\n", - " 3.53289652e-01 2.36719276e-01 2.50410005e-01 -2.15669480e-01\n", - " -2.67519068e-01 2.94147519e-01 -2.47719805e-01 3.01246831e-01\n", - " -2.78890518e-01 1.54630224e-01 3.89807674e-01 1.06782922e-02\n", - " 2.97880523e-01 7.05444415e-02 2.13760868e-01 6.78209372e-02\n", - " 2.09877948e-01 2.69367967e-01 1.79900796e-01 8.16421317e-01\n", - " 6.05455260e-02 4.31168705e-01 -2.59870423e-02 -2.44804182e-01\n", - " -3.82664553e-02 2.40733384e-02 -3.93956502e-01 -2.56045091e-01\n", - " -4.44909393e-01 -2.64569665e-01 -6.51207717e-01 -1.41428561e-01\n", - " 2.33471225e-01 -2.11766589e-01 -5.20625705e-01 1.45625129e-01\n", - " -2.54754042e-01 4.30591963e-01 3.63005280e-01 4.62965111e-01\n", - " 1.51449104e-01 -1.08360919e-01 -1.83274128e-01 2.01634219e-01\n", - " 3.48406208e-02 -7.39479618e-02 1.41624249e-01 -1.48373053e-01\n", - " -7.93490290e-02 -4.64476160e-01 9.25639676e-02 -4.64739165e-01\n", - " 4.32795164e-01 4.16902710e-01 -8.09933233e-01 -2.49479528e-01\n", - " -1.93443097e-01 1.56674729e-02 -4.36687370e-01 -4.28505476e-01\n", - " -7.79638789e-01 1.25990781e-01 2.13122111e-01 -1.29649146e-02\n", - " -2.42941955e-02 1.16067016e-01 -2.62093348e-01 -1.24081664e-01\n", - " 1.66029964e-01 2.58800447e-01 3.22288384e-01 1.09548345e-01\n", - " 4.33416871e-01 -3.10955598e-01 -6.54700858e-01 -9.06752962e-02\n", - " 8.35364626e-03 5.77444835e-01 2.27592543e-01 -4.58817317e-02\n", - " 9.30189034e-01 2.38223018e-01 -1.13925247e-01 1.64629594e-01\n", - " 2.89585625e-02 -5.97090454e-02 -7.14376088e-02 3.16216804e-01\n", - " 7.85370056e-01 2.44663699e-01 1.65243760e-01 -4.68317288e-01\n", - " 6.84191080e-02 1.04151422e-01 2.32848063e-01 1.47999951e-01\n", - " -2.49825517e-01 -1.26090311e-01 -6.70301053e-02 -5.21347761e-02\n", - " -2.64064851e-01 6.72203041e-01 -4.01193890e-03 2.89008310e-01\n", - " 4.43548521e-01 -3.05398330e-01 -1.07238340e-01 -3.47666352e-01\n", - " -4.42742876e-01 2.31087848e-01 1.10689660e+00 -4.19286465e-01\n", - " 3.78945279e-01 1.71010220e-01 1.51402570e-02 -8.80479453e-01\n", - " 2.83635216e-01 -9.16239773e-02 2.83938541e-01 -2.35636905e-01\n", - " -2.63351190e-01 -2.53227142e-01 1.68507706e-01 7.49043165e-02\n", - " 5.47681547e-01 -1.07465873e-01 2.75647018e-01 -3.51334171e-01\n", - " 3.63032410e-01 -1.98823228e-01 9.05829296e-02 2.09474831e-01\n", - " -1.43894920e-01 4.79518473e-01 1.63615623e-01 3.65132396e-01\n", - " 3.12161875e-01 -3.97272620e-01 -1.04426524e-01 4.49869213e-01\n", - " 3.27740453e-01 -1.69502266e-01 -2.52424560e-01 4.66278610e-01\n", - " 9.25855582e-02 -1.88566821e-01 1.40277965e-01 -9.10732709e-02\n", - " 7.16108777e-03 4.85773066e-01 -3.40909820e-02 -6.76489356e-02\n", - " -1.69458546e-02 -2.84077529e-01 -2.23462721e-01 1.99028559e-02\n", - " -3.83663290e-01 4.01849809e-02 6.99659440e-04 3.22703155e-03\n", - " -4.17235329e-01 -3.88878234e-01 -1.55210179e-01 -1.01667312e-03\n", - " -2.70213149e-01 -5.11967582e-01 3.35721577e-02 -4.45855757e-01\n", - " -2.32419981e-01 -3.84948722e-01 9.90104397e-02 -3.27645609e-01\n", - " 4.40727898e-03 -2.16219873e-01 -2.58523932e-02 2.09848613e-01\n", - " -1.10230477e-01 5.83214585e-02 1.12156709e-01 -1.04559020e-01\n", - " 1.16258187e-01 4.45316573e-01 -4.11946865e-01 6.41485846e-01\n", - " 4.42203182e-01 6.46690815e-01 4.52811148e-01 5.11072620e-03\n", - " 4.17379778e-01 5.88568322e-02 -4.78420096e-01 -2.56997057e-01\n", - " -3.40279016e-01 1.19725716e-01 -1.05278488e-01 3.51703009e-01\n", - " 1.80058095e-01 2.85442153e-01 4.44449607e-01 -3.49990140e-01\n", - " -2.66643220e-01 -2.29201591e-01 5.17376402e-01 -4.81182564e-01\n", - " -5.75523789e-02 4.88840746e-02 3.00597446e-01 2.32847621e-01\n", - " 3.85166464e-02 -3.35825823e-01 -1.89136201e-01 3.13912569e-01\n", - " 2.23115094e-01 -1.71946449e-01 3.46402109e-01 2.14212082e-01\n", - " 1.64338681e-01 -6.21885858e-01 -1.14589777e-01 -3.03294403e-01\n", - " 4.16447220e-01 1.99363336e-01 -5.60141004e-01 4.17650184e-02\n", - " 1.44553263e-01 -8.75981181e-02 -4.67590979e-02 8.69563110e-02\n", - " 8.15001779e-02 3.81572742e-01 4.61040464e-01 -2.18404687e-01\n", - " 2.12027290e-01 -1.29058391e-01 -1.47659166e-01 -1.24235474e-01\n", - " 9.42462715e-02 -7.80804918e-02 -2.25641163e-01 -3.82819701e-01\n", - " 2.86425598e-01 -3.51165187e-01 -6.42570841e-01 5.66805768e-02\n", - " -3.41328283e-01 4.11462649e-01 -1.29374861e-01 1.67827055e-01\n", - " -3.10589712e-03 -2.53500026e-01 3.28045798e-01 2.76528253e-01\n", - " 3.15638372e-01 1.14737108e-01 4.13072008e-01 2.39891681e-01\n", - " 1.77079009e-01 3.16230446e-01 2.14160966e-01 3.57741706e-01\n", - " 2.68725788e-01 8.74933473e-02 -3.88203993e-01 -5.43437750e-01\n", - " 3.74703432e-01 -1.05296923e-01 -1.58144716e-01 1.28411830e-01\n", - " 1.18711317e-02 4.49635392e-01 -2.64410623e-01 -2.63020860e-01\n", - " -2.38146188e-01 -4.96921066e-02 2.34307885e-01 -9.29752698e-02\n", - " 3.75563083e-01 -9.87442666e-02 -2.31907318e-01 2.55549612e-01\n", - " 6.50416164e-02 -4.71897928e-01 7.91152354e-02 1.59879173e-01\n", - " 7.73485244e-03 -1.34500005e-01 -5.65152940e-01 -1.04036807e-01\n", - " -1.67369975e-02 6.18554246e-01 1.73965383e-01 -3.89919669e-01\n", - " -1.61320191e-01 -2.93299553e-01 -1.21118041e-01 -6.35990672e-01\n", - " 2.55384386e-01 -4.20814804e-01 -1.81092216e-01 -1.07210730e-01\n", - " 1.52030147e-01 3.57448167e-01 8.63144728e-01 -1.65841256e-01\n", - " 3.65569539e-01 2.60253392e-01 -3.70951658e-01 -1.52412214e-01\n", - " -2.79953982e-01 3.35004608e-01 3.30541711e-01 2.81787264e-01\n", - " 2.50589841e-01 2.32384324e-02 3.69673304e-01 -7.65199821e-02\n", - " -4.44895378e-01 2.57079574e-01 -4.14819641e-01 7.56016991e-01\n", - " 3.52207441e-01 9.49973439e-02 5.58376521e-01 3.71208338e-02\n", - " -5.84985123e-02 -1.39115661e-01 -2.97096896e-02 -1.19881994e-01\n", - " 4.31974649e-01 9.23497376e-02 2.56661161e-01 -5.59696062e-02\n", - " -3.18313032e-01 -1.84966605e-02 2.91727316e-01 -2.69629485e-01\n", - " 2.18213422e-01 -4.34250182e-01 -2.30962213e-01 -2.54223705e-01\n", - " 8.02814498e-02 -3.44330755e-01 -2.70380742e-01 7.85782599e-01\n", - " 3.24539974e-01 -1.27237642e-01 -8.57910644e-01 4.24416631e-01\n", - " -1.68106331e-01 -4.39481945e-02 -3.61658393e-01 4.11891182e-02\n", - " 6.76103321e-01 9.48803230e-02 -2.61572756e-01 2.89963018e-01\n", - " 4.26854983e-01 -1.50408880e-01 6.41749092e-01 4.52569572e-01\n", - " -4.27626763e-01 1.59502205e-01 1.53649528e-01 -7.06793274e-01\n", - " 3.85115366e-01 9.87038364e-02 4.37403458e-01 7.10853646e-02\n", - " 7.01954696e-01 4.47301021e-02 7.38439049e-02 -5.69436234e-02\n", - " -4.62593172e-01 -3.22162445e-01 8.22748617e-02 4.65620231e-01\n", - " 2.00903782e-01 4.38993527e-02 -3.57800623e-02 1.73265843e-01\n", - " 6.21640623e-01 1.61231869e-01 -1.67988900e-01 -1.13340674e-01\n", - " -5.99186853e-01 5.11929303e-01 -5.39138151e-01 8.08337256e-02\n", - " 1.39499121e-01 -4.47094495e-02 1.61253449e-01 6.93274514e-02\n", - " -2.35216754e-02 2.04086475e-01 -5.05650330e-01 3.32725620e-01\n", - " 2.93735239e-01 1.83131099e-01 -6.25094994e-01 4.20024183e-02\n", - " -3.78464250e-02 -3.03688311e-01 -3.55300954e-02 -5.31036403e-01\n", - " -2.52987448e-01 1.87915860e-01 5.05608572e-01 7.03066245e-01\n", - " 1.76173809e-01 3.02358335e-01 1.12011375e-01 6.75798417e-02\n", - " -2.39860568e-01 -6.05045813e-01 2.09306787e-02 -3.41211672e-01\n", - " -4.32808543e-02 1.98824551e-01 5.72732680e-01 1.52396155e-01\n", - " -4.54642252e-01 2.51339670e-01 -2.62334759e-01 2.87690979e-01\n", - " -1.38284973e-01 -3.96273525e-02 1.22293813e-01 4.64865170e-02\n", - " 2.10344889e-01 -1.51757319e-01 -3.77677969e-01 2.24780397e-01\n", - " 6.08795068e-01 2.78710147e-01 -5.80485006e-02 2.78688015e-01\n", - " 2.42624688e-01 -6.34567956e-02 -2.49788065e-01 -8.13216802e-02\n", - " -6.24462239e-01 -4.82728208e-01 5.51577223e-02 -7.33737294e-02\n", - " 2.85943960e-01 1.41461216e-01 -4.70993140e-01 -4.89416880e-01\n", - " 7.92854209e-02 -6.54816927e-02 -7.69116820e-02 -1.97607692e-01\n", - " 4.19208099e-01 4.15335869e-01 -1.54614303e-01 3.99540000e-02\n", - " 3.40612694e-01 -2.31833269e-01 1.77334972e-01 3.70699801e-01\n", - " 2.72460216e-02 4.43546588e-01 -4.95411604e-01 7.48518162e-03\n", - " 2.93432234e-01 4.74083676e-01 1.81516676e-01 -2.60559740e-01\n", - " 4.13434724e-01 8.77685448e-01 4.64364084e-01 5.25238230e-01\n", - " 1.59890797e-01 2.47255911e-01 -2.11844305e-01 -1.55404009e-01\n", - " -1.50578689e-02 1.34134152e-02 1.52822355e-01 -3.05503913e-01\n", - " -7.60625583e-02 4.79902042e-01 -2.30077810e-01 5.71027592e-01\n", - " 3.60814074e-01 2.61403770e-01 1.41347875e-01 -3.00277610e-01\n", - " -4.47434879e-01 -2.60019299e-01 3.93732643e-01 1.57759363e-01\n", - " -3.08202256e-02 -6.22587439e-01 2.04793988e-01 4.27661433e-01\n", - " 9.39303439e-03 6.77370358e-01 9.71690735e-02 -8.82472910e-02\n", - " 2.10549501e-01 -1.29122493e-01 -2.76974974e-01 -2.46663070e-01\n", - " 5.86942713e-01 9.50533775e-02 7.58619062e-01 2.49209829e-01\n", - " -3.05782406e-01 -2.26216570e-01 -3.06595014e-01 1.72415544e-02\n", - " 4.20241051e-01 -2.64399578e-01 -5.00116423e-01 1.42057080e-01\n", - " 4.07752816e-01 -2.26000059e-01 1.14444859e-01 2.86689774e-01\n", - " -6.74657641e-01 5.91657460e-01 -2.27916061e-01 3.56268417e-01\n", - " 5.82086236e-02 1.98189118e-01 2.06797226e-01 -5.96177269e-01\n", - " -5.99739658e-02 3.55333836e-01 -3.03796689e-01 -1.38549739e-01\n", - " -9.44921102e-02 1.83218567e-02 -7.10071309e-02 2.11235020e-01\n", - " 6.15115757e-02 4.92547578e-01 2.31375331e-01 -3.56630666e-01\n", - " -2.20364786e-01 -6.08257232e-02 2.71356772e-01 -6.85691647e-01\n", - " -4.50814283e-01 1.28010198e-01 3.43330796e-01 1.57437890e-01\n", - " 2.02440468e-02 9.91202930e-02 -2.65539043e-01 6.25850509e-01\n", - " 2.84420867e-01 -1.25043720e-01 6.06595389e-02 -2.32654912e-02\n", - " 1.77854846e-01 2.44079669e-01 -1.96084338e-01 -2.70564739e-01\n", - " -3.80944174e-01 -3.33952782e-01 -8.64727440e-02 4.39772478e-01\n", - " 4.72799257e-01 1.25705273e-01 4.92925008e-01 -4.50841382e-01\n", - " 4.46562452e-01 -4.14843117e-01 -2.01558826e-01 2.35862973e-01\n", - " 2.62822735e-01 1.62887990e-01 2.03936865e-03 3.43962162e-03\n", - " -8.96894241e-01 -7.00448871e-01 6.76069503e-03 -7.38713113e-01\n", - " -6.89052187e-02 2.40996183e-01 -6.41214078e-01 -6.67777616e-02\n", - " -5.62547451e-01 5.08946118e-01 5.78997263e-01 4.69390793e-01\n", - " -2.03804729e-01 -1.52274713e-01 4.47757544e-01 -1.82664158e-01\n", - " 7.87328849e-03 -5.51176006e-01 6.52861292e-02 -4.45847016e-02\n", - " 3.99378599e-01 -3.69661602e-01 -2.76971095e-01 -5.19898507e-01\n", - " 2.40339493e-01 -2.15385633e-01 4.39050543e-01 1.14072382e-01\n", - " 1.01546587e-01 3.96580111e-01 4.36420022e-01 -4.30530243e-01\n", - " 4.99075545e-01 3.75655797e-01 7.61448665e-01 -4.59547256e-01\n", - " -1.70937514e-01 7.83489691e-02 -7.12219846e-02 3.35594163e-01\n", - " 4.71360113e-01 3.34809120e-02 1.46364265e-01 2.03348928e-01\n", - " 4.89473313e-01 -8.15638432e-02 -5.03744617e-01 3.86328898e-02\n", - " 2.45344988e-01 -1.69982113e-01 5.17754627e-01 1.98290576e-01\n", - " -7.14262159e-01 4.12749056e-03 -2.14509329e-01 6.54357654e-02\n", - " -2.29784434e-01 5.38103383e-01 1.45390535e-03 -5.09784689e-02\n", - " 5.76893173e-02 -3.43008830e-01 -2.52102068e-01 -3.01581788e-01\n", - " 3.17243718e-01 -6.57300972e-02 -4.18876546e-03 -4.23232929e-01\n", - " -5.37388705e-01 -1.27060089e-01 3.83430643e-02 -3.15291639e-02\n", - " 1.84396758e-01 -1.15166786e-01 3.72480174e-01 3.07930666e-01\n", - " -1.05275951e-01 4.54629141e-02 4.55417020e-01 -1.61094216e-01\n", - " -4.77846307e-02 2.69483671e-02 1.47616515e-01 -2.99432480e-01\n", - " 1.06249982e-01 2.32665534e-01 -4.73837740e-02 5.26099018e-01\n", - " 1.55448252e-01 -2.61939957e-01 -6.40294294e-01 2.12821812e-01\n", - " -5.71815912e-02 7.06005885e-01 -6.44853137e-02 5.42775367e-01\n", - " 5.11306500e-01 1.45984214e-02 -8.49897991e-03 -3.15747638e-01\n", - " -2.58785157e-01 -5.20884756e-02 -1.55834278e-01 2.03137185e-01\n", - " -2.72054206e-01 3.27087877e-01 3.63773814e-01 -6.65726550e-02\n", - " 2.03472210e-01 -2.72351636e-02 -1.13323813e-01 -4.17959427e-01\n", - " 1.75098900e-01 -3.03326834e-01 4.14555168e-01 -1.58232066e-02\n", - " -1.29560978e-01 -5.13355731e-01 4.87888043e-02 4.96962770e-02\n", - " 1.10829909e-02 -3.03628969e-01 -2.64000230e-01 9.18045217e-02\n", - " 2.76588131e-01 -3.24067443e-01 -1.45608200e-02 4.02327554e-01\n", - " -3.55785337e-02 3.14724575e-01 -3.41335037e-02 -3.62343156e-01\n", - " -1.47158970e-01 2.58488222e-01 4.35556838e-02 -8.30518866e-02\n", - " 3.08901869e-01 6.82840306e-02 1.36638288e-01]\n", - "Found 3782 total galaxies in catalog for cluster 2678\n", - "[ 0.17352317 -0.02513944 0.21078606 ... 0.27358209 -0.09218695\n", - " 0.13221218]\n", - "Found 1069 total galaxies in catalog for cluster 4643\n", - "[-0.03108707 -0.38184432 0.12268852 ... 0.00917752 -0.13958574\n", - " 0.41243912]\n", - "Found 432 total galaxies in catalog for cluster 5084\n", - "[-0.24927471 0.54792339 -0.28149212 -0.65001286 -0.06749086 0.34786686\n", - " -0.33010333 -0.00604183 0.75837092 -0.06294399 0.14503662 0.00235871\n", - " -0.48951396 -0.10786495 -0.14342861 0.26155859 -0.50422676 -0.61752049\n", - " 0.02925909 0.49552087 -0.22262144 -0.06131396 0.16084373 0.06801118\n", - " 0.58282961 0.02037283 -0.08160209 -0.15751835 -0.04334347 0.51796909\n", - " 0.09062251 -0.18517302 -0.02407015 0.26371478 0.29063845 -0.05781899\n", - " -0.52354507 0.17275393 -0.39411949 0.17795839 -0.03131033 0.16393547\n", - " 0.04212757 0.15373314 -0.3014956 0.00104065 -0.01048369 0.57318467\n", - " -0.4900417 -0.13077491 -0.52300613 0.26681713 -0.39022501 0.16404039\n", - " -0.13675564 0.55678148 0.12222419 0.21693641 0.0870377 -0.77659669\n", - " -0.14397806 -0.2019248 0.60148284 -0.32384929 -0.36830177 -0.38268115\n", - " -0.20076038 -0.40580159 0.11793942 -0.23924339 0.35473335 0.10966492\n", - " 0.25678974 0.43609911 -0.42469539 0.37430052 -0.30806175 0.05325131\n", - " 0.21790814 -0.45377251 -0.37316123 -0.21373107 0.50459644 0.23594813\n", - " -0.24169614 0.56162608 -0.54498798 -0.15993653 -0.52052357 -0.39347974\n", - " -0.27742205 0.01205218 -0.51905319 0.3010781 -0.45487751 0.05747166\n", - " -0.06184358 0.42400123 -0.17068791 -0.43746326 0.01097093 0.36400484\n", - " -0.15875355 0.24366814 -0.15218103 0.68521255 0.11697119 -0.14382034\n", - " -0.03382665 0.10872826 0.42288155 -0.28908015 -0.19060693 -0.11419894\n", - " -0.2210347 -0.36214184 0.62599758 0.1930822 0.57175166 -0.72687551\n", - " -0.11625608 -0.20950556 0.27644932 -0.49153369 0.62426712 0.16033359\n", - " 0.5390668 0.01689115 0.39735806 0.07247757 0.06163891 -0.4686998\n", - " 0.17316671 -0.4579808 -0.14140645 -0.45598298 -0.47180779 -0.317638\n", - " -0.094571 -0.4079802 0.46000147 -0.3892562 0.17837223 -0.30435657\n", - " 0.10338204 0.04464357 0.24014853 -0.03923023 0.14532668 -0.13182192\n", - " 0.08450704 0.13344682 -0.22617371 0.13811208 -0.21922257 -0.3579841\n", - " 0.26081493 0.37974866 -0.40033119 -0.05479773 -0.20279663 0.31954384\n", - " -0.42332077 -0.16401569 -0.27508616 0.3050529 0.31006794 -0.21256202\n", - " 0.0274165 0.1184171 -0.40599737 -0.37696513 0.24597483 0.40386368\n", - " 0.14560873 0.49658798 -0.3069261 0.30220038 0.2746117 0.41662523\n", - " 0.30992985 -0.42518026 0.25899825 -0.05615207 -0.2201106 1.0115565\n", - " -0.24995208 -0.78749504 -0.31832944 -0.40617783 -0.4752113 0.87321555\n", - " -0.05244465 -0.04494542 0.17541383 -0.38769728 -0.09163558 -0.25382898\n", - " -0.20297023 0.09435116 -0.08558657 0.13799749 0.12554849 0.01621385\n", - " -0.37545887 -0.49372889 -0.03034068 0.07024844 -0.02296347 0.34128926\n", - " 0.46460054 0.34689314 -0.05312815 0.05805967 -0.28435786 -0.26030911\n", - " 0.438758 0.15153853 0.51413226 -0.71968987 0.1440054 -0.69877648\n", - " -0.3762142 -0.75088743 0.23204435 -0.21716397 0.0675916 -0.04790055\n", - " -0.04596649 -0.27862529 -0.21658376 0.32088634 -0.35681938 -0.31384204\n", - " -0.60722438 0.04110688 -0.0721504 0.35485296 0.26800037 0.06390775\n", - " 0.13616274 0.37232123 0.17838933 0.27237119 -0.04720464 -0.37553912\n", - " -0.42220213 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367\n", - " -0.14658378 -0.03848797 0.04955587 -0.03361411 0.04373689 0.53175037\n", - " 0.37689406 0.28055206 0.01269991 -0.091537 -0.05846386 -0.17755646\n", - " 0.13514935 0.37187375 0.15063859 -0.24692329 -0.05429957 0.07335799\n", - " -0.2765225 0.19485024 -0.0310186 0.51189477 0.2489142 0.29006985\n", - " 0.24378683 -0.37987685 -0.41793889 -0.30083218 -0.16666254 -0.24884954\n", - " 0.16076563 0.28934135 0.37873824 0.72836486 0.48907553 0.09414031\n", - " 0.65084578 -0.51449183 0.19677627 -0.39245603 0.04783534 0.38128156\n", - " 0.1791412 -0.11890563 0.15708258 -0.09354228 0.02577365 0.22326971\n", - " -0.27037179 -0.01821258 0.03915999 -0.19849972 0.44641108 -0.49737552\n", - " 0.14541447 0.69821255 0.13293896 -0.23742195 0.41154856 -0.25705269\n", - " -0.06165615 -0.07458207 0.23196386 -0.21974918 -0.25866125 -0.4251706\n", - " 0.12123243 -0.36630448 -0.25457987 0.17106763 0.06280248 0.37432777\n", - " -0.4391393 -0.24189997 -0.21597183 -0.35530987 0.09319087 -0.27040489\n", - " -0.16037856 -0.30251945 0.42964916 -0.07439399 -0.37291482 0.17574554\n", - " 0.17145902 0.31546052 -0.40078156 0.10823114 -0.20979835 0.07236027\n", - " -0.04604414 -0.0466076 0.08551859 0.48083148 0.12646153 -0.3832598\n", - " -0.14013194 0.16176409 0.59585999 -0.25897537 0.25096193 0.19175464\n", - " 0.30954613 -0.23701208 -0.34515018 0.12579362 0.48631061 -0.18241116\n", - " 0.10899 0.37874493 0.21191433 -0.25548522 0.30971792 0.07156404\n", - " -0.22000536 0.18623378 -0.54370472 -0.08572594 -0.16493445 0.07355904\n", - " 0.71086425 0.30450904 -0.50900657 0.03133969 0.30560765 -0.09985616\n", - " -0.11860629 0.23120404 0.0070221 -0.46073189 0.14213438 -0.3261997\n", - " 0.61720225 0.64259625 -0.51021344 -0.317088 0.24942943 -0.0503403\n", - " 0.47327695 0.22364648 -0.29706602 -0.20338964 0.09282843 0.47534773\n", - " 0.21675413 -0.03494114 -0.12615839 0.67676526 -0.1081142 -0.13209859\n", - " -0.04032914 0.44219701 -0.00944681 -0.09425838 -0.21692147 0.04765003\n", - " 0.52979473 -0.16922091 -0.0109586 0.19598939 -0.40119623 0.63133019\n", - " -0.36576038 0.0897985 -0.65151537 -0.16360689 -0.39742472 0.4458309\n", - " -0.26375664 0.21953887 -0.15782198 0.00171702 0.38856698 -0.11167347\n", - " 0.06471646 -0.05200154 0.36637244 -0.10305272 -0.33498803 0.43694039]\n", - "Found 2149 total galaxies in catalog for cluster 4434\n", - "[-0.07190587 0.23716728 -0.20356562 ... -0.40288889 0.55962641\n", - " -0.33323614]\n", - "Found 1830 total galaxies in catalog for cluster 3939\n", - "[-0.23419754 -0.5861886 -0.46493597 ... -0.19910221 -0.02715269\n", - " 0.01194859]\n", - "Found 4496 total galaxies in catalog for cluster 6139\n", - "[-0.18902135 0.44757871 -0.03308959 ... 0.24056515 0.06383957\n", - " 0.17788326]\n", - "Found 1511 total galaxies in catalog for cluster 4709\n", - "[-0.4605353 -0.5536041 -0.13632512 ... -0.05748262 -0.2746567\n", - " -0.23447674]\n", - "Found 3903 total galaxies in catalog for cluster 7121\n", - "[-0.2090535 -0.74417555 -0.26309276 ... -0.18545777 -0.09708966\n", - " 0.35568138]\n", - "Found 3294 total galaxies in catalog for cluster 8547\n", - "[-0.23020149 -0.63919564 -0.25121011 ... -0.2594668 -0.07954555\n", - " 0.27375261]\n", - "Found 819 total galaxies in catalog for cluster 8685\n", - "[-4.05042212e-02 1.05230632e-01 5.60684130e-01 -8.92766457e-01\n", - " 2.11564421e-01 -2.86194671e-01 6.38331152e-01 2.91769205e-03\n", - " 2.28813038e-01 -3.07826924e-01 -1.86603518e-01 -5.52556101e-01\n", - " 3.38926960e-01 -5.39507936e-01 -1.05811178e-01 -2.47243507e-01\n", - " -2.08476830e-01 1.26445039e-01 5.34219818e-01 4.83586353e-01\n", - " 3.25559185e-02 -3.50808691e-01 1.55454755e-01 1.92399661e-01\n", - " 1.79122038e-01 -5.49264526e-02 -1.72225424e-01 -3.42897055e-01\n", - " -2.31767436e-01 1.35503485e-01 6.48138830e-02 -6.77222956e-02\n", - " 5.82010144e-02 -6.12542028e-02 1.50848697e-01 -3.27461857e-01\n", - " -4.19920327e-01 -1.24155297e-01 5.15622298e-02 3.25989761e-02\n", - " 6.57321490e-01 1.23231230e-02 2.73878772e-01 -9.84235386e-02\n", - " -8.22461881e-01 1.12752446e-01 9.21130052e-02 -2.61878867e-01\n", - " 1.49798126e-01 8.08289400e-02 2.47624472e-02 3.23870399e-02\n", - " -9.33985978e-04 -4.01053150e-01 4.10950695e-01 -7.74154841e-02\n", - " 1.30204455e-01 6.11076444e-02 2.70709026e-02 6.02852795e-01\n", - " 2.52989254e-02 1.58462322e-01 -1.46014511e-01 -3.69249668e-02\n", - " 8.18436143e-01 1.86538291e-01 -9.40249845e-01 6.81160037e-02\n", - " 1.59501716e-01 -2.22123603e-01 -4.80498494e-01 -1.37779988e-01\n", - " 1.41401365e-01 1.31065847e-01 3.51829993e-01 -4.79179427e-01\n", - " 2.88510480e-01 -1.10658942e-02 3.14736460e-01 -3.41145860e-01\n", - " 3.13683951e-01 7.77980876e-02 -2.66255771e-01 -2.31491462e-01\n", - " -2.99432611e-01 1.44959581e-01 6.87404117e-01 -5.31099462e-01\n", - " -3.56388016e-01 -8.85696703e-02 -1.08362038e+00 -4.36626213e-02\n", - " 2.96121652e-01 2.43050640e-01 2.67536841e-01 2.73141803e-01\n", - " -1.13999056e-02 1.32852185e-01 -1.08942908e-01 3.75798185e-01\n", - " -3.38821046e-01 -9.74265810e-02 -4.71900763e-01 -2.52726615e-01\n", - " 2.36944859e-01 -3.78958084e-01 -3.51768943e-01 1.28102880e-01\n", - " 2.51242240e-01 3.96746905e-01 2.83674236e-01 2.43258403e-01\n", - " -1.37584299e-01 -3.13989436e-01 5.66417846e-01 4.72984302e-02\n", - " 3.43371071e-01 -3.68974863e-03 4.46948369e-01 2.14275546e-01\n", - " 6.21124824e-01 -3.64535501e-01 1.53702041e-01 5.33838058e-01\n", - " 2.21344559e-01 -2.57291769e-01 2.70728562e-01 -4.23789974e-01\n", - " 8.49493124e-01 7.12367993e-02 5.31510145e-01 -3.92481116e-01\n", - " -3.03097133e-01 1.74505502e-01 -5.02839652e-01 -5.80996452e-01\n", - " 7.27513369e-02 -1.91109246e-01 -3.34080915e-01 -2.51647736e-01\n", - " -7.35349879e-01 2.80838758e-01 7.12850372e-01 -2.57003719e-01\n", - " -4.37428517e-01 -6.50604839e-01 -7.01589381e-02 -6.46657110e-03\n", - " -1.48619360e-01 3.07076496e-01 -8.46241992e-02 -1.34123659e-01\n", - " -2.79372524e-01 -4.24390746e-01 -1.29267635e-02 -2.88835345e-01\n", - " 9.53759570e-02 3.21210142e-01 7.53860617e-01 -2.26860410e-01\n", - " -6.16827239e-01 -6.73632749e-01 -3.47912171e-02 1.26331355e-01\n", - " 4.74667334e-01 1.69244102e-01 5.24510574e-01 2.83300358e-01\n", - " -9.29129557e-03 1.74201361e-01 -4.25645878e-01 -2.26402263e-02\n", - " -2.17789068e-01 2.92446445e-01 -1.69351622e-02 -2.57038719e-01\n", - " -4.86325263e-01 1.61840355e-01 -8.33453018e-02 -7.38107298e-03\n", - " 4.06207595e-02 -2.23852359e-01 -2.94011438e-03 4.05217988e-01\n", - " -5.07389284e-01 4.30726217e-01 -5.88561819e-01 -7.16705837e-02\n", - " -2.88949295e-01 -9.92187528e-02 1.60615594e-01 -2.48755053e-01\n", - " 5.92030838e-02 -4.02863579e-01 -2.59224125e-02 3.35411461e-02\n", - " 1.02678919e+00 7.81495394e-01 4.07120166e-01 6.50789583e-01\n", - " 1.70219543e-01 1.31829965e-01 2.58617993e-02 3.58786333e-01\n", - " 2.77706284e-01 -1.26469103e-02 -3.32669409e-01 -1.16702173e-01\n", - " -1.23773444e-01 1.00675685e-01 7.58644585e-01 -1.82477765e-01\n", - " -5.74197573e-02 -4.38175962e-02 -5.53103301e-02 3.44081778e-01\n", - " -3.05259307e-01 6.86225520e-01 -4.88891285e-01 4.23420623e-02\n", - " 4.68676445e-01 -7.43078621e-02 5.32395142e-02 -2.68480550e-01\n", - " 1.97493752e-01 -5.70556474e-01 3.45869974e-01 -2.87199756e-02\n", - " -6.49673815e-02 -1.62524659e-01 2.90942286e-01 1.66957128e-02\n", - " 4.22941410e-01 5.32183808e-02 -2.08233589e-01 -4.68159172e-01\n", - " -5.38800027e-01 -2.34050104e-01 1.10499572e-01 4.29389224e-01\n", - " 5.09929772e-02 -9.68591974e-03 6.71672452e-02 -4.23781677e-01\n", - " 2.31749878e-01 -1.55357239e-01 5.71938411e-01 3.95381122e-01\n", - " -8.97070917e-02 -4.34714218e-01 -3.16357819e-01 4.57925379e-02\n", - " -1.94227398e-01 -3.15000018e-01 7.15101892e-02 7.49875917e-02\n", - " -3.92534078e-01 3.01261406e-01 -5.48090122e-03 -4.06102286e-01\n", - " -1.17887460e-01 -1.00314244e-01 -1.00268085e-01 3.69302961e-01\n", - " -3.06907925e-01 -5.09118921e-02 7.29128890e-02 -8.08916505e-02\n", - " 1.02483617e-01 -5.03602273e-01 5.69842486e-01 -7.41004802e-02\n", - " 4.41111031e-01 1.30719362e-01 -6.11685069e-02 -6.78289520e-02\n", - " -2.53992890e-01 -7.48527754e-02 -1.28403406e-01 3.99379326e-01\n", - " 3.95940937e-01 5.15444791e-01 1.49957498e-01 3.43690298e-01\n", - " 6.46878218e-01 7.24031710e-01 -4.56056719e-02 8.46805770e-02\n", - " 2.47187202e-02 -5.83212039e-01 1.15184542e-02 3.26178589e-02\n", - " 3.15313737e-01 -8.09473464e-01 -2.98711071e-02 -4.17053269e-02\n", - " 3.53848924e-01 2.49322375e-01 3.33586101e-01 -1.48591140e-01\n", - " 1.48470204e-01 6.63883879e-02 4.82096545e-02 -1.40703435e-01\n", - " 4.95015664e-01 7.85901068e-02 -5.56428116e-02 1.22003466e-01\n", - " 2.48400283e-01 2.15681173e-01 3.79182186e-02 -2.67394151e-01\n", - " -6.03513810e-02 1.11571790e-01 -6.40308507e-02 -3.86044370e-01\n", - " 5.18691903e-02 -8.83802290e-01 2.50939346e-01 3.82377871e-01\n", - " -2.10239138e-01 -5.00473254e-01 1.64514989e-01 -2.94023498e-01\n", - " 1.51495268e-01 4.21344786e-02 -8.14060764e-01 -4.04254401e-01\n", - " 1.59618534e-01 -8.75066505e-02 -4.24623041e-02 -2.15807421e-02\n", - " -5.33169490e-02 2.25222917e-01 5.80689280e-02 8.52085280e-02\n", - " -1.78248163e-02 6.87421374e-03 -2.37852852e-01 -3.99780604e-01\n", - " -4.22424949e-01 -3.50025920e-02 -7.80751295e-02 -6.57655426e-02\n", - " 3.55074011e-03 -8.58057874e-02 3.80006610e-01 -1.65717835e-02\n", - " -1.26333258e-01 4.01071953e-02 -3.93833422e-02 -2.34705711e-01\n", - " 2.69821632e-01 -2.89370379e-02 -5.44967275e-01 3.35691860e-01\n", - " 3.49240964e-01 -2.20822683e-01 2.60365514e-01 -9.32147713e-02\n", - " -2.80542514e-02 -2.71927298e-01 -4.93145157e-01 -4.79546627e-01\n", - " 3.33222114e-01 -4.17215493e-02 -3.70087635e-01 -1.71589073e-01\n", - " 4.81937164e-01 -3.80522222e-01 -7.69206171e-02 1.26148559e-01\n", - " 1.82699104e-01 3.13759485e-01 -4.60536843e-01 2.51629839e-01\n", - " -1.27558672e-01 -1.64276612e-01 2.24707046e-01 2.34545800e-02\n", - " 2.14796421e-01 -6.20432574e-01 4.21130219e-01 1.79123670e-01\n", - " 1.32341299e-01 3.14172029e-01 1.26569935e-02 -1.72044760e-01\n", - " 7.87003788e-01 1.75756496e-01 -3.54435342e-01 -3.00449941e-01\n", - " -2.82577116e-01 -2.72935913e-01 -3.30738679e-01 7.34625270e-02\n", - " 1.69264223e-02 -1.87242125e-01 2.95472353e-01 -8.51518656e-02\n", - " 4.12579675e-01 3.68043108e-01 -1.90104239e-01 7.94172846e-01\n", - " 5.02830025e-01 8.30907096e-02 5.55301912e-01 4.65385705e-01\n", - " -1.74888672e-02 -2.55814886e-01 -9.33545621e-02 -6.72496198e-02\n", - " 2.35346896e-01 -5.43837600e-02 2.29519355e-01 -3.39702557e-01\n", - " -5.26566782e-01 -3.57963057e-01 2.52600741e-01 -7.60321537e-01\n", - " 3.77504837e-01 2.93179919e-01 -2.37300990e-01 -2.16225461e-02\n", - " -1.39069416e-01 -2.48266474e-01 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1.37482343e-01\n", - " -7.36578159e-02 1.30985330e-01 -5.50744269e-02 2.40650885e-01\n", - " 4.32752097e-01 5.22097233e-03 -1.97500467e-02 -4.45010389e-02\n", - " -2.37494114e-01 -2.43704317e-01 -4.67260609e-01 -5.70736078e-01\n", - " -1.22931029e-01 -2.25645792e-01 3.08201220e-01 -4.44574087e-01\n", - " 5.07831724e-01 -5.51280512e-01 -4.00879318e-01 1.55541639e-01\n", - " 2.07193000e-01 1.28230723e-01 2.22849109e-01 4.37039494e-01\n", - " -3.59752942e-01 -5.13740229e-02 4.10599110e-01 1.52541502e-01\n", - " 2.94901883e-02 1.67363444e-01 6.96259457e-01 -7.50671035e-01\n", - " 1.13847809e-01 -5.08288986e-01 9.38655695e-02 1.48911324e-02\n", - " -9.32216890e-02 1.18768453e-01 2.59758837e-01 -3.36000363e-01\n", - " 2.74882245e-01 2.11224172e-01 -1.04903027e-01 -4.52731073e-01\n", - " 7.35019192e-01 2.29038557e-01 2.31957624e-01 1.13683625e-01\n", - " 5.10726591e-01 7.64327241e-02 8.92379973e-02 2.53140342e-01\n", - " 7.56272320e-02 5.63626264e-02 -1.88153369e-01 1.58973824e-01\n", - " -1.21374229e-02 -2.59118795e-01 2.44053826e-02 4.41418701e-01\n", - " 2.60121520e-01 2.73611002e-01 2.12384903e-01 -3.56103135e-01\n", - " 2.07146499e-02 -3.92558846e-02 7.74009708e-02 1.20400764e-01\n", - " -1.51211918e-01 -3.68510313e-01 1.73661743e-01 1.10156766e-01\n", - " -3.11712640e-01 -5.07187733e-01 -1.40677855e-01 -3.01247608e-01\n", - " -1.64806688e-01 -4.32918770e-01 2.37960489e-01 3.03419840e-01\n", - " 6.93096902e-01 -1.37862804e-01 -2.47343654e-02 -8.51119838e-02\n", - " -1.02798509e-01 -5.09986108e-01 9.84601968e-02 6.99841555e-02\n", - " 4.27932871e-01 4.47837434e-01 -1.52882295e-01 8.77797065e-02\n", - " -8.42873630e-02 1.00220470e-01 6.33076854e-02 1.12432169e-01\n", - " -2.11604416e-01 -7.04501946e-02 -2.43055169e-01 -4.25476823e-01\n", - " 1.14781785e-01 -4.98923430e-02 2.40671227e-01 7.98218902e-02\n", - " 4.04831862e-02 5.02870838e-01 3.97452334e-01]\n", - "Found 626 total galaxies in catalog for cluster 8995\n", - "[-3.34904473e-01 -3.33287381e-01 5.36114124e-01 4.26838563e-01\n", - " 5.45234465e-01 8.80745404e-02 2.64491194e-01 -4.97361867e-04\n", - " 2.00705796e-01 -9.50691493e-01 2.26466605e-01 8.24578024e-02\n", - " -1.71532401e-01 -2.21754877e-04 -1.60454720e-01 1.88030229e-01\n", - " -1.05333894e-02 -3.57093556e-01 1.53059032e-02 2.27846140e-01\n", - " -1.65136630e-01 6.51200944e-02 -1.61971741e-01 -5.67394582e-01\n", - " -9.57166178e-02 -2.62118984e-01 -2.36128336e-01 -4.53559065e-01\n", - " -2.65429097e-01 -4.48096294e-01 -2.75256518e-01 4.18425357e-01\n", - " -1.82230092e-01 -1.26872136e-01 1.87569757e-01 3.50070904e-01\n", - " 7.65176792e-01 3.32959232e-01 2.03331075e-01 1.15383888e-01\n", - " -1.92144641e-01 -2.33574029e-01 -7.47797009e-02 1.55304431e-01\n", - " 3.04679606e-02 -2.18173204e-02 -1.50226808e-01 -2.48880079e-01\n", - " -1.16490434e-01 1.27203378e-01 1.67546963e-01 -8.06371147e-02\n", - " -6.86324473e-01 -3.68859364e-01 6.49522614e-01 5.30155595e-01\n", - " 2.93387216e-01 3.08158963e-01 -5.94725139e-02 1.54429311e-01\n", - " -2.07135498e-02 -1.85298894e-01 3.37105899e-01 3.93140841e-01\n", - " 3.18528667e-01 -4.38059031e-02 1.38757233e-01 5.29473798e-02\n", - " -4.28473357e-01 -4.63647114e-03 -2.01389212e-01 3.81183423e-01\n", - " -2.58114033e-01 6.82523743e-02 2.73813533e-01 -2.32355341e-01\n", - " 2.41309631e-01 1.57939499e-01 -2.47388816e-01 6.20593426e-01\n", - " 3.35273714e-02 1.03832444e-02 3.42040699e-01 3.48379012e-01\n", - " 1.88984071e-01 2.08679208e-01 -8.69991061e-01 2.46532614e-01\n", - " -1.47650212e-01 -5.41776156e-01 -1.93465387e-01 -4.07280182e-01\n", - " 2.49057954e-01 7.19695685e-02 3.21329709e-01 8.70756802e-02\n", - " -6.05784780e-01 1.64104998e-01 -1.05904617e-01 3.87612654e-01\n", - " -3.76266087e-01 -2.14580427e-01 -4.36547887e-01 -1.73737327e-01\n", - " -1.02149144e-01 -2.75468214e-01 -9.18392944e-02 2.63163363e-02\n", - " -2.40697865e-01 -3.85357393e-02 -1.12494450e-02 4.48227609e-02\n", - " -1.02570455e-01 4.64721540e-01 2.41973515e-01 3.83040140e-01\n", - " 3.17815075e-01 1.04276286e-01 -2.17184020e-01 9.00956200e-02\n", - " 2.09990198e-01 1.69352099e-01 4.02447246e-01 5.98366103e-01\n", - " -2.22450489e-01 2.35311999e-01 -1.19704827e-01 -2.59624598e-01\n", - " 1.54483458e-01 -6.80722903e-03 1.90023768e-01 3.38138450e-01\n", - " 1.60160100e-01 -2.69189229e-01 -1.10669386e-02 -3.92334575e-01\n", - " 3.24979447e-01 2.01629262e-01 1.95600666e-01 -6.82551691e-01\n", - " 2.41493926e-02 -1.12695523e-01 1.60383911e-01 1.17643489e-01\n", - " -2.31450377e-02 2.72201922e-01 6.28969227e-02 5.58713417e-01\n", - " 3.45079975e-01 2.87915346e-02 2.37907660e-01 -4.84986450e-01\n", - " 1.17349943e-02 -9.54136992e-01 1.25275949e-01 1.54125055e-01\n", - " -1.57048086e-01 1.08505481e-01 -8.61850582e-02 -7.21406421e-02\n", - " 3.00962850e-01 2.07594994e-01 -9.93354672e-02 3.90559685e-01\n", - " 3.55941445e-01 5.11754037e-01 2.43717548e-01 2.57672729e-01\n", - " 2.58677034e-01 8.29151013e-02 4.95294310e-01 -3.76550271e-01\n", - " -2.34273679e-02 -3.08108638e-01 -1.30908271e-01 1.54738085e-01\n", - " -5.32256527e-01 -1.46298681e-02 -4.05286398e-01 -2.94786264e-01\n", - " -7.84906241e-02 4.14634055e-01 -1.98545206e-01 -6.59380555e-02\n", - " 1.05577749e-02 -3.55281115e-02 -9.76324801e-02 -2.41475685e-01\n", - " 7.97000007e-02 -2.17256146e-02 -3.03058106e-01 -2.99118470e-01\n", - " -1.16474749e-01 -2.09005688e-01 -1.92870057e-02 3.28860780e-01\n", - " 1.77805372e-01 2.41090918e-01 -3.27063183e-01 4.29822177e-01\n", - " -3.79907635e-01 7.51868310e-02 -3.53220137e-01 -4.02327708e-01\n", - " -2.65197876e-01 -1.65815424e-01 -3.44229437e-01 5.52870609e-01\n", - " -2.02182974e-01 -3.90629547e-01 -1.45327584e-03 2.51068971e-01\n", - " -5.65026134e-01 -3.12049727e-01 1.13088817e-01 8.93813118e-02\n", - " 1.53710585e-01 -3.88470732e-02 -2.06150221e-01 -2.29974836e-01\n", - " 3.22372199e-01 -6.23464253e-02 5.69687752e-01 -3.18273588e-01\n", - " -5.27011191e-01 -1.94724909e-01 -5.36225739e-01 2.72419132e-01\n", - " -9.61379909e-02 1.63131031e-02 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1.17602045e-01\n", - " -8.34461144e-02 -5.22054260e-03 -2.00819963e-01 2.03555974e-01\n", - " 4.59756860e-01 -9.06438821e-02 2.68825527e-01 1.43538273e-01\n", - " 1.62676506e-01 -3.01967853e-01 5.04821211e-01 7.98825433e-01\n", - " 4.50590601e-01 -1.83068980e-01 -1.53664214e-01 -3.08929367e-01\n", - " 1.63381032e-01 -2.00486435e-01 2.87221195e-01 3.41895829e-01\n", - " -1.33871427e-01 1.63929341e-01 1.36364898e-01 -1.76229217e-01\n", - " 4.19330820e-01 -1.28919538e-01 3.94025206e-01 -2.82436564e-01\n", - " -2.94526945e-01 9.13680625e-04 4.55945184e-01 -4.26632411e-01\n", - " 2.13001837e-01 2.36478402e-01 7.06857676e-01 8.62872463e-02\n", - " -3.49263904e-01 2.98023109e-01 -4.95655320e-01 3.22926958e-01\n", - " -4.66119496e-01 4.18505914e-01 2.36248951e-01 1.85859042e-01\n", - " -9.01926640e-01 -3.30030718e-01 -3.10672001e-01 9.39100511e-02\n", - " 1.80487052e-01 4.52824784e-01 -1.97201384e-01 3.46993280e-01\n", - " 4.49759978e-01 3.58345880e-01 -4.52703949e-01 -1.75563264e-01\n", - " -1.96570662e-01 1.38725605e-02 9.68609057e-02 1.40889649e-01\n", - " 2.37262281e-01 -5.66819792e-01 1.60064247e-01 -7.88933734e-01\n", - " -7.96125285e-01 1.62798466e-01 1.50963530e-02 3.20924736e-01\n", - " -5.25581159e-01 6.08245626e-02 -2.21144484e-01 -1.34432881e-01\n", - " -1.66364202e-01 -2.48232743e-01 -3.57129981e-01 2.25585931e-01\n", - " 5.05140730e-01 -4.38378200e-01 -2.70601189e-02 -2.10412651e-01\n", - " 2.10071864e-02 3.16099348e-01 -1.17617081e-02 4.07782409e-02\n", - " 6.37813208e-01 -3.56676292e-01 -7.81279001e-02 -3.02505086e-01\n", - " 2.72889592e-01 2.00206967e-01 -2.59360607e-01 3.49405874e-01\n", - " -4.83053290e-01 3.66089803e-01 -1.45366174e-01 6.67283651e-01\n", - " 2.24246105e-02 7.43495336e-03 8.78963181e-01 -9.31764778e-03\n", - " -2.30424363e-01 -3.38301953e-01 4.68010185e-02 -4.35531765e-01\n", - " -1.28490181e-01 -1.00462153e-01 4.08719504e-01 -2.13494832e-01\n", - " 1.22326886e-03 -3.68755955e-01 3.36857653e-01 -2.80581372e-01\n", - " -8.75376888e-01 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" -1.62238158e-01 2.97203020e-01 9.92990375e-02 4.55594602e-01\n", - " -2.27259484e-01 3.95980585e-01 -3.73950369e-01 -9.47559477e-02\n", - " 1.00448520e-01 6.16904325e-01 -9.51524658e-02 3.65739241e-01\n", - " 2.88293223e-01 -7.60864100e-02 2.63163880e-01 5.24392665e-01\n", - " 2.44971327e-01 -1.79379069e-01 1.25637103e-01 6.79575102e-03\n", - " -4.89369198e-01 4.77185926e-01 -4.57267111e-01 -1.85276005e-01\n", - " 2.83132625e-01 1.57907959e-01 -2.05136890e-01 2.60864508e-01\n", - " 9.51411001e-02 -6.50405852e-01 4.72701599e-01 -1.49399754e-01\n", - " -2.58855180e-01 -3.57869741e-01 -2.84689330e-01 -4.75673586e-02\n", - " -1.31215527e-01 -1.06190087e-01 -3.56486853e-01 2.26018927e-02\n", - " -5.70611920e-03 2.08974024e-01 1.33053473e-01 -1.23118907e-01\n", - " 4.01599579e-02 -5.54569774e-02 4.79736231e-01 -2.23639553e-01\n", - " 6.79203311e-01 2.16631154e-01 -2.40383484e-01 -5.46990430e-01\n", - " -4.01361463e-01 4.20398994e-02]\n", - "Found 3589 total galaxies in catalog for cluster 7698\n", - "[-0.12278095 -0.8078063 0.17626653 ... 0.54904971 0.40777441\n", - " 0.32263902]\n", - "Found 6508 total galaxies in catalog for cluster 10999\n", - "[-0.46873341 -0.42690413 -0.10612929 ... -0.02756067 0.40814144\n", - " 0.13158685]\n", - "Found 645 total galaxies in catalog for cluster 9029\n", - "[-4.27166442e-01 -4.69380588e-01 -1.92441951e-01 -1.05157515e-01\n", - " 6.49637832e-01 5.33750085e-02 2.33066630e-01 1.86638021e-01\n", - " -3.76230811e-01 -4.06218477e-01 3.41302905e-01 4.25774637e-01\n", - " -2.59269063e-01 1.37914256e-01 1.63035709e-01 -4.24796570e-01\n", - " -2.65892210e-01 -1.00273857e-01 1.32108500e-01 -5.36064316e-01\n", - " 2.49300344e-01 7.26159711e-02 1.67285350e-01 -6.19182333e-01\n", - " -7.98106352e-02 -6.40089773e-01 1.17874669e-01 2.48373751e-01\n", - " -3.16455004e-01 -4.31713785e-02 -3.64776682e-01 -5.39714612e-01\n", - " 4.39760499e-01 -9.26276083e-02 -6.49577611e-01 -3.82810257e-01\n", - " 2.03194446e-01 -1.51414191e-01 1.40189365e-01 1.64535841e-01\n", - " 3.25174362e-01 -2.04125596e-01 -3.03287338e-02 8.75536383e-02\n", - " 2.80181944e-01 2.69828777e-01 9.62397837e-02 -3.17859306e-01\n", - " 4.15607350e-01 -2.35199117e-01 5.05957511e-01 -6.48130412e-01\n", - " 1.17287024e-01 -1.36440030e-01 4.44360101e-01 1.62790236e-01\n", - " 6.60352253e-01 3.81298202e-01 -1.09733440e-01 -4.51127103e-02\n", - " 1.25540525e-01 -1.82701150e-01 1.05963367e-01 3.60824550e-02\n", - " -6.74183596e-02 -4.96311227e-01 -2.14976862e-01 5.45300673e-02\n", - " -4.71596535e-01 3.59196745e-01 -4.23522423e-01 -2.29250758e-02\n", - " -4.55809864e-01 1.35060500e-01 -1.08627005e-01 -7.37606117e-02\n", - " -1.94248525e-01 3.06418086e-01 -8.91391927e-02 5.75461037e-01\n", - " 2.76518511e-01 -3.04469532e-01 1.12774104e-01 1.44464635e-03\n", - " -5.35018978e-01 1.10081571e-01 4.25716467e-01 7.25875395e-02\n", - " -1.90613405e-02 7.42257173e-02 4.02022941e-01 4.04745853e-03\n", - " 2.83433556e-01 -3.43383287e-01 -3.40271920e-01 3.64192554e-01\n", - " 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1.00970752e-02\n", - " -4.29401566e-01 2.24280773e-01 3.79324662e-01 -2.72174372e-02\n", - " -1.01310513e-01 -3.97415780e-01 -1.04808691e-01 -2.68127291e-01\n", - " -1.70005395e-01 -3.24136749e-01 2.28728751e-01 4.37929254e-02\n", - " -1.74189700e-01 5.53721920e-02 -4.15685304e-01 -6.61879229e-01\n", - " -2.96617046e-02 6.25411188e-01 -6.35462713e-03 1.93930054e-01\n", - " 7.33597460e-02 -2.69471112e-01 4.41897142e-01 -4.76988971e-02\n", - " 7.99761405e-02 5.13621798e-02 2.38034419e-02 3.89994801e-01\n", - " 2.39745652e-01 -6.15469213e-01 5.34694043e-01 1.16787350e-02\n", - " 7.84430118e-01 1.86545650e-01 -6.64954295e-02 -9.44291411e-01\n", - " 2.01881683e-01 5.01964029e-01 -4.82644361e-01 -2.91995175e-01\n", - " 1.64620138e-01 -2.58179138e-01 9.84825313e-02 3.32375728e-01\n", - " 2.37610452e-01 -1.20591043e-01 1.62508437e-02 -7.59802895e-02\n", - " -2.93419184e-01 -2.91265480e-02 5.08725783e-02 -3.66451992e-01\n", - " -4.06150114e-01 -5.78053213e-02 5.95774750e-02 -3.80518771e-01\n", - " -1.60286504e-01 1.25884259e-01 -2.92094585e-01 6.49729970e-02\n", - " 1.05918589e-02 -3.26913968e-01 -1.52939338e-01 3.48179842e-02\n", - " -2.14374454e-01 -3.94903051e-01 -6.89100208e-01 -1.62053276e-01\n", - " -8.40230649e-02 -2.86055087e-01 -1.56999343e-01 -2.39062734e-01\n", - " -9.97385410e-02 -5.26972270e-01 3.06280237e-01 -2.34862571e-02\n", - " -1.70384338e-01 3.85263266e-02 -9.20845310e-02 3.00294105e-01\n", - " 3.70398161e-01 -3.49810095e-02 5.37747089e-02 3.05801367e-01\n", - " 4.17998729e-02 -1.40231135e-01 -5.32885042e-01 1.76529313e-01\n", - " -5.39931554e-02 -6.91612874e-01 1.48671825e-01 4.09979072e-01\n", - " -5.68138740e-01 5.10021195e-01 1.80048345e-01 4.31271375e-01\n", - " 3.54595603e-01 -5.58351845e-01 -3.27433551e-01 -8.44585023e-02\n", - " -3.24923384e-01 3.21913949e-01 -2.30165806e-01 -6.24065540e-01\n", - " 1.89868892e-01 6.61643625e-01 -6.86541919e-02 -1.49178469e-01\n", - " -9.73483405e-02 3.50181599e-01 7.73163118e-02 1.19592462e-01\n", - " 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1.92762476e-01 2.11396652e-01\n", - " -3.77559319e-02 -5.66788156e-01 -6.07904490e-02 3.04117555e-01\n", - " 3.06851580e-01 -5.57684126e-01 3.57084794e-01 -1.54249404e-01\n", - " -4.95959436e-01 9.09541379e-02 1.13891207e-01 -6.08020179e-02\n", - " 5.53326080e-01 -8.72721548e-01 -1.72063026e-01 -4.50398414e-01\n", - " -4.50525332e-01 1.80359844e-01 -1.67439132e-01 -5.27899598e-01\n", - " 1.85130460e-01 -2.91521638e-01 -2.34790039e-01 -5.84158441e-02\n", - " -3.10577509e-01 -3.97837879e-01 -6.32269297e-02 -4.26283322e-01\n", - " 1.27482513e-01 -8.26279493e-01 -3.33629128e-02 -9.21794906e-02\n", - " -1.79883636e-01 -2.40510761e-01 1.09026804e-01 1.76417338e-01\n", - " -9.07719219e-02 4.29747403e-01 2.15340885e-03 3.33254827e-01\n", - " -4.20279299e-01 3.07010850e-01 -1.34669836e-01 7.41518819e-02\n", - " 3.61970543e-01 4.61377388e-02 -5.60169970e-01 -6.72725132e-02\n", - " 2.94256452e-01 3.12799837e-01 4.33854084e-01 2.01770049e-01\n", - " -5.29453206e-01 -6.52938836e-02 1.64779103e-01 -1.77815699e-01\n", - " -3.56104322e-01 1.23174357e-01 2.37077990e-01 3.45435536e-01\n", - " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", - " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", - " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", - " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", - " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", - " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", - " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", - " 2.15040365e-01 -2.34448201e-01 -1.07617714e-01 -3.47731079e-02\n", - " 5.06018595e-01 -2.11127871e-01 -1.15676847e-01 -4.82762255e-01\n", - " 8.97443206e-02 2.73606483e-01 -1.20962695e-01 -4.05863975e-01\n", - " 3.49338539e-01 3.02930902e-01 1.95592302e-01 -1.01607911e-01\n", - " 8.66495572e-02 -3.52617755e-01 -2.17308396e-01 1.49310404e-01\n", - " 5.40482797e-01 1.02148560e-01 -2.98040772e-01 7.24516983e-01\n", - " -2.63083828e-01 4.19480852e-01 2.13964556e-02 2.25236053e-01\n", - " 2.79928140e-01 -8.33573495e-02 -3.60134339e-01 1.95560597e-01\n", - " 5.16679399e-01 1.22654385e-01 -2.47236627e-01 -9.20237527e-02\n", - " -6.42795672e-01 9.24697146e-02 -4.41475383e-01 7.59651097e-02\n", - " -5.09166463e-01 2.13837717e-01 -2.32478001e-01 -2.88470512e-01\n", - " -1.67085231e-01 -6.37889354e-01 -4.92501583e-01 1.07631899e-02\n", - " 9.35109345e-02 -4.92878398e-01 -2.22395487e-02 1.97407687e-01\n", - " 4.44801273e-01 -4.56590309e-01 2.60257724e-01 4.01241031e-01\n", - " 5.92750278e-01 5.05908731e-01 1.94652895e-01 1.33434463e-01\n", - " 4.11270730e-01]\n", - "Found 1219 total galaxies in catalog for cluster 9429\n", - "[-0.1197949 0.16740005 0.2583249 ... -0.02562902 0.09611013\n", - " -0.20835101]\n", - "Found 2477 total galaxies in catalog for cluster 10146\n", - "[ 0.78022854 -0.09105497 0.26433932 ... -0.4845409 0.45206692\n", - " -0.23954712]\n", - "Found 3236 total galaxies in catalog for cluster 14476\n", - "[ 0.20774436 0.26419131 0.32756512 ... -0.25829613 -0.24364128\n", - " -0.32809431]\n", - "Found 267 total galaxies in catalog for cluster 8395\n", - "[ 8.25090671e-01 -4.40567464e-01 -1.74677828e-01 -1.38791039e-02\n", - " -2.69786025e-01 -1.89604866e-01 -6.95255598e-03 4.22910452e-01\n", - " 8.70371378e-02 -3.81160964e-01 9.88519590e-02 -1.47700713e-01\n", - " -1.01509373e-01 -1.16472183e-01 1.55097317e-01 -1.93150526e-01\n", - " 5.56774859e-01 1.37819396e-01 4.91408862e-01 -1.48834664e-01\n", - " -4.98437699e-01 -6.87273072e-03 1.55987181e-01 4.53404227e-01\n", - " 4.93782894e-01 -3.50929402e-01 -2.61391206e-01 -7.07425652e-01\n", - " -6.49769676e-02 4.14992683e-01 2.15914058e-01 -1.84491044e-01\n", - " 9.47190736e-02 -7.47065694e-02 -5.32864218e-01 -3.96978260e-01\n", - " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", - " 2.96556671e-01 2.11632910e-01 -1.87893633e-01 8.62421226e-03\n", - " 4.75090762e-02 -6.63157674e-03 2.41318245e-01 1.02599553e-01\n", - " 2.63436705e-01 2.40979112e-01 -2.91427339e-01 -3.59386856e-01\n", - " 2.27080882e-02 -3.92695920e-02 1.12747765e-01 -2.13133991e-01\n", - " 9.30954183e-02 -1.22560405e-02 3.05396484e-01 -3.41193582e-02\n", - " 3.68503910e-01 1.68033283e-01 -3.46463734e-01 -2.82381850e-01\n", - " 3.69113956e-01 -1.20311428e-01 -1.55770374e-01 -1.14537153e-01\n", - " -2.22166595e-01 3.63923329e-01 -8.03667618e-02 1.19426042e-01\n", - " 2.56389971e-01 9.85074940e-03 -8.96925148e-02 2.52079013e-01\n", - " 1.91759750e-02 -3.15249514e-01 -2.79391150e-03 -5.42750606e-01\n", - " 1.60918837e-01 1.81053452e-01 -1.04429791e-01 -3.30920358e-01\n", - " -5.45365195e-02 -1.50768257e-01 7.62358742e-01 -7.91983532e-02\n", - " 3.41142584e-01 -4.86499748e-01 -9.77799700e-01 -3.00841898e-01\n", - " -5.84381477e-01 5.30700082e-02 -2.54826919e-01 -6.21074389e-02\n", - " 2.24498365e-01 -2.29007074e-01 -1.03019991e-01 1.14231094e-01\n", - " 7.41442916e-02 2.02858790e-01 -2.11180192e-01 -4.63887701e-01\n", - " 2.76600881e-01 -2.10132275e-01 4.09071826e-02 -3.55483567e-01\n", - " -9.52082437e-02 -8.65655907e-02 -2.96789690e-02 7.75633275e-02\n", - " 4.91766134e-01 2.06937262e-01 6.45128966e-02 -2.99909328e-01\n", - " -1.05218793e-01 5.01500107e-01 2.61619723e-02 3.77215607e-01\n", - " -3.99972537e-01 3.37289126e-02 -1.57883882e-03 -1.88473826e-01\n", - " -2.06768783e-01 2.40732077e-01 2.97622210e-01 -1.04007610e-01\n", - " 5.41520531e-01 3.05922755e-01 2.30721425e-01 5.61132827e-01\n", - " 9.72240444e-01 1.04906774e-01 4.47747405e-01 -1.75747127e-01\n", - " 1.30545574e-01 -3.47411085e-01 -1.34904204e-01 -1.33150495e-01\n", - " -4.64613337e-01 3.62467932e-01 -6.44595033e-02 -3.01471596e-01\n", - " 9.69417030e-02 -1.81981678e-01 3.05473841e-02 3.50676499e-01\n", - " 2.86689263e-01 -6.11386325e-03 -4.76005079e-01 -8.78101769e-02\n", - " 8.19295003e-01 2.97915541e-01 2.22894978e-01 2.20579544e-02\n", - " 1.93882708e-01 2.94770384e-01 2.96800329e-01 4.73626353e-01\n", - " -6.71322676e-02 1.74270703e-01 -2.92753175e-01 -2.85625309e-01\n", - " -2.12765682e-01 4.23823887e-02 -3.11248596e-01 -1.91744076e-01\n", - " -9.08748223e-02 3.67393122e-01 -3.13716310e-01 3.02189297e-01\n", - " -8.61119897e-01 -8.27230712e-02 -4.04247349e-01 7.86492848e-01\n", - " 2.79439186e-01 -2.77682948e-02 9.81112627e-03 1.86251849e-01\n", - " -7.45372318e-02 -3.83312846e-01 7.06969330e-02 -2.66461391e-01\n", - " 2.45351855e-01 3.13363807e-01 -5.13653576e-01 8.69156882e-02\n", - " -3.03851507e-01 3.11019125e-01 -5.36454997e-01 3.24417783e-02\n", - " 9.74533511e-02 -2.58845296e-01 -8.91845997e-02 2.05022126e-01\n", - " -2.65022653e-01 2.32881024e-02 4.97043552e-01 -2.79586889e-01\n", - " 5.80174942e-01 -2.33121803e-01 1.83216968e-01 1.48024873e-01\n", - " 3.66239021e-01 1.71568222e-01 -1.66737511e-01 1.36643641e-01\n", - " -3.62327201e-01 3.86518939e-01 6.86060609e-01 3.79947655e-01\n", - " -2.14660569e-01 -5.93845963e-01 -1.36715321e-01 -2.01602184e-02\n", - " 8.13965852e-02 -2.50176796e-01 2.99258185e-01 -3.29253766e-01\n", - " -7.14304793e-01 -1.33956815e-01 -2.67236538e-01 -5.20277902e-01\n", - " 5.66958099e-01 -6.13886439e-04 -5.77444149e-01 -7.15576556e-01\n", - " -3.31430260e-01 3.47751402e-01 -2.07822344e-01 -4.88208273e-01\n", - " -5.14708580e-01 -8.10493621e-02 1.32504265e-01 6.46952649e-02\n", - " 3.46890806e-01 -1.70602668e-01 -3.45925647e-01 -6.23351890e-01\n", - " -1.82669821e-01 -2.96614812e-01 5.09632888e-01 -2.44356612e-02\n", - " -2.56479562e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", - " 2.34967523e-01 4.18286705e-01 -2.74342215e-01 -2.97073096e-01\n", - " 1.06906480e-01 2.18249173e-01 -4.10439715e-01 -1.58243552e-02\n", - " 2.24300476e-02 1.28068423e-01 -5.91821079e-02 -1.26854657e-01\n", - " 3.67830349e-01 7.75734406e-02 7.54034988e-02 -2.58449806e-01\n", - " 7.73385304e-02 2.43651870e-01 1.84592797e-02]\n", - "Found 4237 total galaxies in catalog for cluster 16657\n", - "[ 0.04820207 0.40177402 -0.15119416 ... -0.22037353 -0.27555603\n", - " -0.23492938]\n", - "Found 3203 total galaxies in catalog for cluster 13039\n", - "[-0.08595825 -0.72600889 0.17392888 ... -0.45305706 0.47633672\n", - " 0.4031683 ]\n", - "Found 3217 total galaxies in catalog for cluster 15382\n", - "[-0.17899751 -0.36255878 -0.11530504 ... 0.00927588 0.09306607\n", - " -0.13378937]\n", - "Found 1554 total galaxies in catalog for cluster 17011\n", - "[ 0.00679136 -0.17983863 0.11360952 ... -0.08740959 -0.07087565\n", - " 0.2199447 ]\n", - "Found 6645 total galaxies in catalog for cluster 8523\n", - "[ 0.46240308 0.11131437 0.15620453 ... -0.21956736 0.22391243\n", - " -0.12540515]\n", - "Found 1321 total galaxies in catalog for cluster 11300\n", - "[ 0.08642562 -0.55495031 -0.14333822 ... 0.61638037 -0.24263329\n", - " -0.00500442]\n", - "Found 6793 total galaxies in catalog for cluster 17462\n", - "[-0.46898861 0.59495044 0.23437813 ... -0.26866497 0.12923278\n", - " 0.10644044]\n", - "Found 1814 total galaxies in catalog for cluster 13025\n", - "[-0.17112607 -0.29803757 0.60351688 ... -0.10580924 -0.08276538\n", - " -0.30636958]\n", - "Found 2637 total galaxies in catalog for cluster 21385\n", - "[-0.23047502 0.29879601 -0.37292596 ... 0.27219429 0.25816139\n", - " 0.20833703]\n", - "Found 3100 total galaxies in catalog for cluster 20888\n", - "[0.2009656 0.17715682 0.20891759 ... 0.06735372 0.07390696 0.12357484]\n", - "Found 3863 total galaxies in catalog for cluster 21815\n", - "[-0.15278559 -0.1100062 -0.11347093 ... 0.26196258 0.11042037\n", - " 0.1622572 ]\n", - "Found 956 total galaxies in catalog for cluster 7594\n", - "[ 0.3574776 -0.42555264 -0.57049425 0.19738238 -0.3092474 0.22419329\n", - " 0.38597928 0.37808295 0.09348115 -0.18451857 0.4148287 0.31788082\n", - " 0.12558781 0.0126768 0.04815956 0.01725303 -0.20865741 0.36583582\n", - " -0.39621078 -0.2132637 -0.61174418 -0.04273381 0.08351038 -0.03606601\n", - " -0.09427687 -0.39309735 0.05102778 0.31747999 -0.40704268 0.01310711\n", - " -0.04194879 0.57968679 -0.06380509 0.63256008 -0.73265127 -0.26230448\n", - " 0.29076705 -0.17792454 -0.25672743 0.10565443 0.82188148 0.0655149\n", - " 0.50304822 0.7677424 0.53296682 0.5002309 0.23504467 -0.43506761\n", - " -0.01586825 0.01734016 -0.16201854 -0.35804119 0.36231324 0.04425937\n", - " 0.23561595 0.08299337 0.25998257 0.14590969 -0.08368741 -0.58928973\n", - " 0.08312986 -0.38732899 -0.17693217 -0.06754852 -0.10939401 0.22654068\n", - " -0.17001513 -0.26456963 0.04645301 0.00674063 0.08088697 -0.19375488\n", - " 0.20295858 -0.28299921 -0.11172057 -0.79083374 0.28031253 0.36483446\n", - " -0.38487101 -0.04525458 -0.36131002 -0.08440038 -0.22558749 -0.00200646\n", - " -0.12948619 -0.19659816 0.40422093 0.17388816 0.65398482 -0.11436673\n", - " 0.04535149 0.45476635 -0.48517606 0.28365939 -0.2022241 -0.32713122\n", - " 0.3804006 -0.19007995 0.14857638 -0.14967202 -0.57928909 -0.20219093\n", - " 0.12905885 0.56253299 0.17726151 -0.13263821 0.02849444 -0.05536029\n", - " 0.54420515 0.21245936 0.24778195 -0.02456688 -0.54430268 0.09638852\n", - " 0.38361723 0.31600254 -0.2458576 -0.50768222 0.50314028 -0.59500232\n", - " -0.06537669 0.08201641 0.08881582 -0.26866988 -0.41761089 -0.13141916\n", - " -0.1852751 -0.07115593 -0.19143416 -0.51393592 -0.13417896 0.12419946\n", - " 0.1490565 -0.07821604 0.02438486 0.45234187 0.13077924 -0.04960901\n", - " -0.26315697 0.65712292 -0.34987248 -0.26891692 -0.58767354 -0.52963895\n", - " 1.12272546 -0.22408746 0.04789159 0.31909718 -0.38533648 0.32274675\n", - " -0.21947357 -0.15456806 -0.17393168 -0.71252115 -0.18150397 -0.07178151\n", - " 0.22101871 -0.34110855 0.10294814 -0.22492272 -0.30271578 -0.60454619\n", - " 0.71979898 -0.11971535 -0.12476445 0.45886387 0.21684318 0.00435859\n", - " 0.30457925 -0.04667826 0.19134648 0.06754446 0.53350535 0.30549672\n", - " 0.02995407 0.02961007 0.23672528 0.13979024 0.43429591 -0.17309714\n", - " 0.52758674 -0.39714038 -0.02269466 -0.23032926 -0.62348948 0.66454029\n", - " 0.01004831 -0.49028769 -0.18061823 -0.10953929 0.18558446 -0.0306282\n", - " -0.76878872 -0.32892671 -0.59849487 -0.04399476 -0.37661234 0.80645325\n", - " -0.06634132 -0.29851988 -0.02820372 -0.15994327 0.0298218 0.09750347\n", - " -0.30996354 -0.03899752 0.47258432 0.82070956 -0.08178644 -0.77284771\n", - " 0.10599764 0.01362897 -0.50713651 -0.14931594 -0.43224778 -0.07037879\n", - " 0.36729959 0.36582866 -0.03449363 -0.48927263 0.4686743 0.04970885\n", - " 0.05722707 -0.59154113 -0.24374384 -0.20977126 -0.29127664 0.13714696\n", - " 0.09885636 -0.1459952 0.05342635 -0.16619112 -0.14279865 -0.54708779\n", - " -0.20564537 0.07145483 0.16191924 0.65278417 -0.47417224 0.25489266\n", - " 0.06089156 0.35194959 -0.11659748 -0.23988739 0.03252509 -0.08440756\n", - " -0.59010783 -0.41347525 -0.41185232 0.39485717 -0.06299191 -0.02300606\n", - " -0.01383633 0.07968343 0.10835766 0.40197736 0.25195008 -0.37879151\n", - " 0.18724395 0.01873203 -0.32707948 0.18064694 -0.26343177 0.0755082\n", - " -0.61732585 -0.44022457 0.10184008 0.05858401 0.34221683 -0.18951007\n", - " -0.00181417 -0.20919177 0.26717522 -0.11026203 -0.31684544 0.25760903\n", - " 0.38932738 -0.11069036 0.1360489 -0.1378885 0.34715134 -0.53792301\n", - " 0.09787267 0.1000596 0.30833922 0.31219007 -0.10571727 -0.26938052\n", - " 0.47656364 0.10495292 0.39661577 0.28160344 0.14078032 0.1027794\n", - " -0.39518063 0.431902 -0.44790565 0.12120745 -0.16127525 0.18597873\n", - " -0.68491436 -0.06093355 0.25559488 -0.02198049 0.229587 -0.00635913\n", - " -0.34656839 0.517577 0.34465738 0.08220185 -0.60337648 -0.56007691\n", - " 0.31755351 -0.00220473 -0.81690401 -0.05684695 -0.10569059 0.00441003\n", - " -0.10890131 -0.76051911 0.32352292 0.05886586 -0.00796276 -0.23696811\n", - " -0.5150759 0.39929608 -0.30789079 -0.0247054 0.0918314 -0.14603157\n", - " -0.39761613 0.04562172 -0.35542667 -0.03056307 -0.15269585 0.61000924\n", - " -0.1543628 -0.32076244 0.07422262 -0.19799848 -0.02606928 -0.06347383\n", - " 0.45116919 0.40772621 0.37726957 1.26005671 0.19841433 -0.17367829\n", - " 0.40647686 0.69352368 -0.34883202 -0.04574474 -0.46731276 -0.27392034\n", - " 0.01758486 0.30113274 0.05373164 0.151174 0.1902273 -0.30267305\n", - " -0.44443092 -0.26341807 -0.56868758 -0.0556996 0.02212246 -0.40800947\n", - " 0.00465691 -0.0050097 0.67838225 0.25992837 -0.41507577 0.04907253\n", - " -0.12065653 -0.42857505 -0.70781395 0.02170437 -0.00921875 0.25633814\n", - " -0.12980329 -0.23598598 0.10541334 0.36940339 0.12505408 -0.22019052\n", - " 0.04370205 -0.34795168 0.30177325 -0.01574549 -0.28652583 0.30019001\n", - " -0.65133614 -0.07804704 0.06064216 -0.06820663 0.33266393 -0.04127136\n", - " -0.53644999 -0.05473135 0.35957889 0.26230582 0.1438426 0.34349306\n", - " -0.40436677 0.26428351 -0.0346225 0.23608337 0.22758487 0.44253166\n", - " 0.13586206 -0.24659185 -0.02872034 -0.02814395 -0.26065139 -0.48935426\n", - " 0.19070671 1.02860703 -0.22785263 0.02026694 0.0689024 -0.04118195\n", - " 0.50179868 -0.3730529 0.20065012 -0.09452372 -0.3960235 -0.11429466\n", - " 0.02539252 -0.24319319 0.10065569 -0.67006734 0.93445359 0.29151379\n", - " 0.4725902 0.13540892 0.13539375 -0.64651897 0.5836169 -0.31553071\n", - " 0.38106727 0.0829144 0.11296309 -0.19026112 0.10134078 -0.06435773\n", - " -0.14765612 0.0843886 -0.7813465 -0.19539408 -0.23402116 0.33842254\n", - " -0.03096967 0.50168218 -0.05050992 -0.29533253 0.32426964 0.28480905\n", - " -0.25103854 -0.33239587 0.05633062 0.27203598 0.46645099 -0.32975417\n", - " 0.02547501 0.42650436 0.00898842 0.25701758 -0.3091871 -0.34740413\n", - " -0.24837527 0.75450408 -0.55440127 0.32430744 0.08515314 0.08651535\n", - " 0.20844029 -0.03116269 0.10215568 -0.038444 -0.25581879 0.15380399\n", - " -0.26277264 -0.01095955 -0.28001253 0.5542908 0.22235081 -0.01086804\n", - " -0.03752139 -0.33606823 -0.32825734 -0.5130149 0.08141854 0.09670728\n", - " -0.43860915 0.05035313 -0.02560674 -0.64797141 -0.02993688 -0.26155997\n", - " 0.04273043 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0.34825668 -0.051362 0.35091379 0.38206336\n", - " -0.57403795 -0.63679641 -0.12304148 0.44737458 0.10745849 -0.02165908\n", - " -0.26170181 0.12069188 -0.16242998 -0.52098942 -0.39220367 0.34336994\n", - " -0.3273784 0.21455333 0.1018154 -0.44590137 0.92381916 -0.56485987\n", - " 0.64730873 -0.25226856 -0.04038762 0.37646473 0.02862199 -0.06193784\n", - " 0.01536876 -0.42791025 -0.30936231 0.04624877 -0.04253707 -1.10440856\n", - " -0.41416558 0.5348908 -0.05899834 0.09485116 -0.4059264 0.28831564\n", - " 0.36397617 -0.46110089 0.02978105 0.3422879 -0.10357154 -0.32637527\n", - " -0.20325025 -0.57980965 -0.11513019 0.16424808 0.0429886 -0.87828006\n", - " -0.00217987 -0.02940846 -0.19120985 -0.25928882 -0.13702474 0.31606147\n", - " -0.4240744 0.04415883 -0.18502865 0.02147588 0.11799351 -0.34578069\n", - " -0.33302556 0.00278655 0.72014621 0.46891817 -0.15888259 0.65149964\n", - " 0.24525045 0.17825479 0.06506479 -0.392229 -0.0093155 0.20745595\n", - " 0.08230825 -0.72547868 -0.51368937 -0.14506276 -0.35049635 -0.61775145\n", - " -0.50996654 0.27519682 0.68367677 -0.003229 -0.04155434 0.01815664\n", - " 0.14130472 -0.55008174 0.12438588 0.29292708 0.0214123 0.14594475\n", - " 0.32818345 0.02526154 0.26589428 -0.30423907 -0.29901621 0.06340277\n", - " 0.08454002 0.07934351 -0.43368447 0.03357051 -0.47653825 0.1075759\n", - " 0.32300429 0.50731433 0.25837293 -0.23926176 0.45672817 -0.35462047\n", - " -0.34312555 -0.60542773 -0.41569936 0.1470522 0.03446498 -0.36966956\n", - " 0.12259287 0.37380367 0.45633085 -0.16237909 0.51565318 0.31479497\n", - " -0.75376617 -0.35379715 0.19128033 -0.05667975 0.69274622 -0.02800156\n", - " 0.85739998 -0.19755766 -0.2592318 -0.04336481 0.17609451 0.05845497\n", - " -0.20658214 -0.12247482 -0.23073742 0.00645193 -0.83534997 -0.04179881\n", - " 0.5234883 -0.01679088 -0.51576638 -0.07610408 0.06598769 -0.18885385\n", - " 0.06966481 -0.10239449 -0.36684412 0.44533681 -0.55166262 0.07376364\n", - " -0.29868525 -0.01769809 0.42522841 -0.437717 0.32208024 0.41683651\n", - " 0.18758657 0.03223796 -0.27060549 0.03729389 0.03686526 -0.12970263\n", - " 0.30664565 0.306469 -0.3178188 -0.56245752 -0.1634017 -0.4920934\n", - " 0.01242198 -0.82240323 -0.27026027 0.54434752 -0.18911513 -0.01978872\n", - " -0.03483089 0.04287457 -0.11908611 -0.29655684 -0.34281517 0.67088283\n", - " -0.02794961 -0.54782589 -0.14814275 0.41014018 0.57477295 -0.548101\n", - " -0.16870705 0.48924981 0.09514076 0.00147684 -0.00744429 0.27941314\n", - " 0.01987198 -0.06745345 -0.32821565 0.23490733 -0.10246597 -0.42693317\n", - " -0.46710135 -0.4045391 0.10469132 -0.34967251 0.29670395 -0.01559853\n", - " -0.38378712 -0.38222381 -0.10180933 0.00722736 0.60084113 -0.12007028\n", - " -0.22045132 -0.56257267 0.20333557 -0.18459728 0.06103139 -0.30924206\n", - " 0.57027367 0.18516969 -0.59666961 0.43822786 -0.26083673 -0.43496289\n", - " 0.14144565 0.3532157 0.03215111 -0.09761751 0.30570261 -0.72746029\n", - " -0.40998212 0.00466794 -0.06234577 -0.09119663 0.08776051 0.38304132\n", - " -0.05780196 0.09971385 0.09609866 -0.55726051 -0.42225736 -0.02208013\n", - " 0.07019251 0.02821444 -0.1295454 0.1196532 0.09197113 0.34758796\n", - " 0.21121059 0.07410321 0.33399352 -0.11232335 -0.24344504 -0.5804309\n", - " -0.57639097 0.30473636 -0.54690188 -0.22745718 -0.0919727 -0.00132107\n", - " 0.19114566 -0.3983238 -0.1874817 0.02656623 -0.06105355 -0.18716338\n", - " 0.00623314 -0.30279187 -0.09444019 -0.47918469 -0.11682458 -0.59105074\n", - " 0.60500565 -0.47928263 -0.53584335 -0.12755279 -0.06864842 0.14390121\n", - " -0.07182491 -0.48403216 -0.26262575 0.18823285 -0.19705112 -0.49704093\n", - " -0.57460471 0.19952524 -0.50608211 0.61029605 -0.73470498 -0.04015183\n", - " -0.04223818 -0.34937379 0.38657838 0.08151534 -0.32457538 -0.08720524\n", - " 0.60791008 0.27145169 -0.01298062 -0.59731918 0.11229508 -0.42399767\n", - " 0.07796481 -0.17182573 0.0148698 -0.20107828 0.1429695 -0.06774123\n", - " -0.05903867 -0.30002149 0.42036027 -0.23954706 -0.19687549 0.07683616\n", - " -0.07328153 -0.1733438 0.01261775 0.15557104 -0.11847654 0.48118059\n", - " 0.00648567 0.23768368 -0.13877209 -0.20265743 -0.34330509 -0.30433167\n", - " 0.30126366 -0.2513005 0.15404877 -0.38804656 0.23356137 -0.28926508\n", - " 0.593075 0.02208283 0.1566124 -0.51251008 0.00357685 -0.06558005\n", - " -0.23073081 0.08932061 0.13663391 -0.15319218 -0.42404347 0.42908605\n", - " -0.53563272 0.03301301 0.06368116 -0.10546555 0.0322339 -0.35219251\n", - " -0.1002672 -0.37449184 0.07365226 -0.16500196 -0.23120522 -0.10689376\n", - " 0.35304641 0.30934996 0.27270471 0.03863282 -0.1408932 -0.06865092\n", - " -0.42244021 -0.15184209 0.07301302 -0.42363963 0.12827046 -0.28174078\n", - " 0.48625321 0.40327137 0.55772431 0.17582416 -0.53818482 -0.22523215\n", - " 0.23430754 0.26393841]\n", - "Found 632 total galaxies in catalog for cluster 21425\n", - "[-3.63933753e-01 5.26634476e-01 -2.66806640e-01 4.44357735e-01\n", - " -5.06817580e-01 1.67322891e-02 6.29205856e-04 2.87356219e-01\n", - " 3.75898827e-01 1.28653251e-01 3.52476358e-01 -1.31220940e-01\n", - " 1.74537364e-01 1.89523046e-01 -5.00731581e-01 -2.03009178e-01\n", - " -2.14557784e-01 3.15936302e-01 3.97836225e-01 -1.26634337e-01\n", - " 3.16217560e-01 -4.48161478e-01 8.14230857e-02 -2.74221350e-01\n", - " -5.81186030e-02 4.40945038e-02 -5.41946784e-01 7.27441559e-02\n", - " 3.16412101e-01 3.48650925e-01 -5.94378434e-01 -1.71021248e-02\n", - " -5.97104820e-02 1.06150706e-01 -1.02014268e-01 -4.42567501e-01\n", - " 2.22695111e-01 -2.70895910e-01 2.52696051e-01 -9.14729174e-01\n", - " -5.55198897e-01 -4.91624836e-01 2.72982706e-01 -1.85613902e-01\n", - " 3.08800336e-01 -4.29046087e-01 -4.60273512e-01 5.81959742e-02\n", - " -5.77092354e-01 -2.36539885e-01 -6.08117831e-02 3.34858839e-01\n", - " -3.75641561e-02 -4.85722574e-01 3.00212317e-01 -2.97608820e-02\n", - " -5.71515113e-01 -8.58166631e-02 1.30249329e-01 -1.85510979e-01\n", - " 1.01940060e+00 -9.92080680e-02 2.85195168e-01 1.46237521e-01\n", - " 2.81236826e-01 -2.36451291e-01 -1.87810614e-01 -2.90629117e-01\n", - " -1.80663459e-01 -9.32569519e-02 3.85980543e-01 2.63286023e-01\n", - " 1.59932982e-01 -2.14730346e-02 6.82059494e-02 -5.67901774e-01\n", - " -5.27191424e-02 -1.10141356e-01 3.72320963e-02 2.89214340e-01\n", - " 4.63020867e-02 7.43063695e-01 -4.69937987e-01 -4.78760090e-01\n", - " 1.08326977e-01 5.22003870e-01 -1.12209907e-01 -2.11233617e-01\n", - " -3.09391202e-01 5.72777876e-02 3.56908188e-01 2.44740657e-01\n", - " 3.80347533e-01 3.23929643e-01 3.96183439e-01 -9.88301192e-02\n", - " 1.00949529e-01 1.23328116e-01 2.60502144e-01 -1.98642333e-01\n", - " 4.56999537e-01 1.84003335e-02 -4.70558979e-01 1.19391751e-01\n", - " -4.77405273e-02 -6.13662461e-02 3.61105388e-01 1.98164092e-01\n", - " 7.56548463e-01 7.59343422e-02 -2.26500226e-02 -4.27229408e-01\n", - " -4.17906836e-01 -2.03465546e-01 4.18332051e-01 1.42956033e-01\n", - " 2.37333346e-01 1.10722807e-01 2.90436475e-01 2.59170815e-01\n", - " 7.51996584e-01 -6.35466612e-01 -3.15648792e-02 1.00201903e-01\n", - " 5.63212885e-02 8.34542869e-01 4.85535690e-01 -7.73137799e-01\n", - " 3.95415553e-01 1.84866416e-01 4.27797214e-02 2.35796161e-01\n", - " 1.73210973e-01 3.82642485e-01 3.35383676e-01 2.89896208e-01\n", - " -1.55318707e-01 -1.24647258e-01 1.13713664e-01 1.00145397e-01\n", - " 8.41219149e-01 1.98200127e-01 -2.68647835e-01 -9.04658359e-02\n", - " -3.28339154e-01 -2.36276195e-01 1.73119406e-01 2.33100581e-01\n", - " 1.13579784e-01 3.86994163e-01 -4.02315443e-01 -6.91878997e-01\n", - " 3.47316379e-02 -1.11808759e-01 5.74299860e-02 2.52905935e-01\n", - " 3.07677714e-01 2.19536120e-01 4.03009982e-01 -2.74989571e-02\n", - " 8.03381954e-01 -3.14905492e-01 6.66710908e-01 -8.38658218e-02\n", - " 3.57024177e-01 -7.23662252e-02 5.73435519e-01 2.86147054e-01\n", - " 2.32572219e-01 4.06498056e-01 1.38324208e-01 2.44627180e-01\n", - " 4.91717578e-01 6.00017572e-01 -3.99420184e-02 1.21060056e-01\n", - " -3.53787613e-02 -5.84483707e-02 1.74207525e-01 -9.35932238e-02\n", - " 2.06751036e-01 -6.45986009e-01 -4.80820636e-01 -2.13028333e-01\n", - " -4.08937898e-01 5.16014201e-01 5.95373427e-01 4.06541235e-01\n", - " 1.66076141e-01 1.50332867e-02 6.74440955e-02 -2.35928018e-01\n", - " 5.93338082e-01 -6.41703895e-02 -1.79608072e-01 3.36398287e-01\n", - " -1.56808565e-01 3.55048440e-01 -8.41198018e-02 -1.80550932e-01\n", - " -4.65085499e-01 2.99481408e-01 1.41043691e-01 -2.52812198e-01\n", - " -3.96226779e-01 9.30174373e-02 -6.11761493e-01 1.39503996e-01\n", - " -4.03927619e-01 -2.53794978e-01 2.55528791e-01 5.22947731e-02\n", - " 7.27522404e-03 -3.57519298e-01 3.36047090e-01 2.76226751e-02\n", - " 1.11939473e-02 -6.19970162e-01 -1.11749916e-01 -3.53917800e-01\n", - " 6.97896532e-01 2.18042459e-01 -1.86164964e-01 -1.81912169e-01\n", - " 2.12736103e-01 -4.99631242e-02 2.05440514e-01 -1.72252763e-02\n", - " 4.08957859e-02 -3.26572647e-02 4.56586784e-02 -3.67014509e-01\n", - " 1.60625507e-01 1.53356868e-01 1.20650853e-01 -9.41458184e-02\n", - " -1.50704853e-02 -2.97218481e-01 2.57010717e-01 6.44498303e-03\n", - " 4.48287536e-01 -3.12363017e-01 -1.39761467e-01 6.13968548e-02\n", - " -1.36658874e+00 -3.31488485e-01 4.08540206e-01 -6.95549195e-01\n", - " 3.42625040e-01 3.93657061e-02 5.99727750e-01 -4.02016273e-01\n", - " -2.27338817e-01 1.28414895e-02 5.50015325e-01 -7.63552667e-02\n", - " 1.02720953e-01 3.65325409e-01 -4.00004343e-02 4.95725955e-01\n", - " 2.18632691e-01 1.05074799e-01 -1.55627520e-01 -1.63718385e-01\n", - " 1.33573093e-01 2.28070503e-01 -1.82576711e-01 5.70360606e-01\n", - " 5.24170396e-01 -4.64778508e-02 -2.46904706e-01 4.44023403e-01\n", - " 2.83977736e-01 1.10889576e-01 -5.41057658e-01 -1.52142746e-01\n", - " -1.89765294e-02 3.77301193e-01 -3.05654832e-01 -5.26078874e-01\n", - " 4.16670183e-02 2.47376153e-01 4.17941808e-01 4.29904575e-01\n", - " 2.69924158e-01 1.91092028e-01 4.76850118e-01 -4.08726245e-02\n", - " -1.87387243e-01 5.86979179e-01 3.96162753e-01 2.91857263e-01\n", - " -3.50838360e-01 -2.96055193e-02 -4.24868206e-02 -1.54583352e-01\n", - " 5.54252961e-02 9.64864087e-02 3.46552363e-01 2.35203224e-01\n", - " 2.15419467e-01 3.64301593e-01 8.84298987e-02 -2.04951984e-01\n", - " -7.58342398e-02 6.04669689e-01 -3.69209234e-01 2.99874964e-01\n", - " -6.34258503e-02 4.87639050e-01 -2.92108586e-01 2.19229228e-01\n", - " 4.06936403e-01 2.22839578e-01 2.59846542e-01 -2.53248499e-01\n", - " 2.68341432e-01 -7.90173977e-01 -1.03641014e-01 -7.36284620e-02\n", - " 1.45933506e-01 -3.49077399e-01 -7.02529853e-02 -1.31736786e-01\n", - " -1.76980757e-01 3.54664821e-01 -2.71113020e-01 -1.99548671e-01\n", - " 4.49183938e-02 1.27755225e-01 2.41624698e-01 -4.63790519e-01\n", - " -6.12709541e-02 1.87386813e-01 -8.21536014e-01 -1.48245645e-01\n", - " -3.64977934e-01 2.56628744e-01 8.29493320e-01 -2.82548692e-01\n", - " 3.66807103e-02 -4.57541863e-02 1.46820959e-01 3.56764374e-01\n", - " 2.18685980e-01 -8.64307905e-03 -1.63471015e-01 -2.35748853e-01\n", - " -4.89288710e-01 2.38379307e-02 -2.41270896e-01 5.02538071e-01\n", - " 1.21403517e-01 1.06190943e-01 1.02924276e-01 5.12168665e-01\n", - " 5.33000116e-01 -1.67169099e-01 -2.36932586e-01 1.19500767e-01\n", - " -3.97937633e-01 -7.83517767e-01 9.02364833e-01 -1.39521870e-01\n", - " -1.00512464e-01 -1.19750968e-01 1.20248728e+00 -3.16109369e-01\n", - " -2.88595715e-01 -4.04202864e-01 -2.22208205e-01 5.57168703e-01\n", - " -4.14303814e-01 2.70871130e-01 3.96790847e-01 1.01012011e-02\n", - " 2.27900225e-01 2.42814814e-01 3.98498761e-02 7.36932836e-02\n", - " 2.67449221e-01 3.09477902e-01 -2.08873297e-02 2.52767395e-01\n", - " -4.06214353e-01 1.16754310e-01 -4.06051407e-01 -2.81088901e-01\n", - " 6.33725594e-02 -1.15811203e-01 -1.36632774e-01 1.52322574e-02\n", - " -2.28635747e-01 -6.46255567e-02 2.41395597e-02 -2.83384763e-01\n", - " -5.23259005e-01 -3.00498029e-01 1.86575816e-01 -1.50883500e-01\n", - " -1.10262255e-01 1.47937714e-01 -2.90455182e-01 2.28675910e-01\n", - " -5.38525332e-01 4.54932416e-01 6.22946334e-01 2.51572098e-01\n", - " 1.48486419e-01 -3.56816566e-01 -7.75624907e-04 1.80544136e-01\n", - " 1.94915862e-01 6.85532176e-02 8.75167855e-02 -9.88772111e-02\n", - " 6.00468589e-01 4.17097143e-01 2.44295035e-01 1.50583218e-01\n", - " 6.44133738e-01 -7.42761081e-02 5.77180832e-02 3.47013234e-01\n", - " -2.43475602e-01 9.81345316e-02 -3.11432537e-01 2.34047827e-02\n", - " 1.78658575e-01 3.38104847e-01 -4.76683746e-01 3.10359091e-01\n", - " -4.48167325e-01 -2.00168364e-01 -1.29246213e-01 1.69423505e-01\n", - " -4.34083039e-01 -2.60292061e-01 -3.96783467e-01 1.98083700e-01\n", - " 6.93449663e-03 4.17899755e-01 1.34025700e-01 7.01712748e-01\n", - " 9.25855945e-02 3.69987967e-01 6.58963053e-01 1.98612424e-01\n", - " 2.52645861e-01 -7.26745616e-02 8.97302543e-01 -8.59791991e-02\n", - " 2.54262184e-02 9.11943012e-03 1.12794212e+00 -3.56711394e-01\n", - " -3.34527341e-01 -8.94415005e-02 -2.46987592e-01 -2.17223408e-01\n", - " 3.78434491e-01 2.38495946e-01 -4.19479091e-01 2.19095923e-01\n", - " -5.09050422e-01 6.19585610e-01 4.09514257e-01 -2.68743775e-01\n", - " 4.98255124e-02 -4.43398561e-02 -2.83086475e-01 1.58352043e-01\n", - " -3.24908149e-01 5.83877219e-01 -1.17356929e-01 1.64104438e-01\n", - " 2.33998981e-01 -5.96027981e-01 9.20345116e-01 2.09931196e-01\n", - " 1.91787263e-01 -4.08203212e-01 -7.20195211e-02 7.09715258e-01\n", - " 2.77390908e-01 2.65665083e-01 -2.65635063e-01 -6.62417154e-01\n", - " 3.04943537e-01 4.03700635e-01 -5.06537193e-02 6.26899868e-01\n", - " -9.26773431e-02 -5.91939763e-01 4.62191436e-01 -2.26721292e-01\n", - " 2.00629506e-02 8.32391941e-02 -1.79409265e-01 -6.64614327e-01\n", - " -3.78228731e-01 4.33214135e-01 2.44411183e-01 -6.27382425e-01\n", - " 1.52895794e-01 2.20145553e-02 1.08891732e-01 6.70089457e-02\n", - " 3.39069616e-01 -4.08289864e-01 -1.58648900e-01 3.20763463e-02\n", - " -1.70535640e-01 2.53177766e-01 -2.34104321e-01 -3.00832668e-01\n", - " 5.89581926e-01 -1.07883199e-01 -1.84048155e-01 5.56329163e-01\n", - " -2.44266667e-01 -1.29422129e-01 -1.63504491e-01 -1.61503489e-01\n", - " -2.93481588e-01 4.50311016e-01 4.86855419e-01 3.83732248e-01\n", - " 2.12420355e-01 -2.49479069e-01 8.43922790e-01 -7.66193977e-02\n", - " 8.24136933e-01 -1.10618409e-01 1.84496018e-01 -5.44079117e-01\n", - " 1.82123580e-01 -1.51216784e-01 -1.87844562e-01 -3.59647141e-01\n", - " 1.53572012e-01 -4.40456555e-01 4.90456652e-01 -2.10587645e-02\n", - " 7.89584612e-02 9.44570487e-02 5.34261135e-01 3.33738428e-01\n", - " 2.80784357e-01 -3.74911931e-02 3.52143487e-01 9.43915633e-02\n", - " 2.91611109e-01 -4.49364769e-01 -8.58396735e-02 -9.42685960e-02\n", - " 2.34393055e-01 5.81295852e-01 6.41498398e-01 1.53697643e-01\n", - " -2.67667053e-01 1.39052398e-01 -1.87808654e-01 -1.82836494e-03\n", - " -4.40456421e-03 -1.23223465e-01 4.89056462e-01 7.02713135e-01\n", - " -1.43188870e-01 7.71913247e-02 5.09838362e-01 3.29411501e-02\n", - " -3.45130889e-02 1.04367113e-01 3.65295809e-03 1.54640396e-01\n", - " -1.89190086e-01 1.21379845e-01 -1.93979390e-01 -3.15641153e-01\n", - " -7.06730971e-01 -4.27216230e-02 6.71071197e-01 4.30056026e-01\n", - " -1.06662130e-01 -1.06590390e-01 -1.49229180e-02 -6.82247958e-02\n", - " 3.35356332e-02 -2.11735883e-01 6.19095729e-01 -2.13278409e-01\n", - " -5.35523824e-01 -7.73580831e-03 -1.98055337e-01 1.17988559e-02\n", - " -1.69763187e-01 -4.71346570e-02 3.76638446e-01 -1.00872329e-01\n", - " 3.18427225e-01 -1.01843301e-01 5.50168823e-01 2.76277276e-01\n", - " -1.88947627e-01 1.93816513e-01 -2.15285934e-01 -4.12935874e-01\n", - " 8.03767313e-02 3.27134462e-01 1.43721164e-01 -6.94486117e-01\n", - " -3.58745414e-01 3.90702906e-02 -7.63379287e-03 5.23832249e-01\n", - " -2.69761525e-01 4.67668884e-02 2.80930973e-01 3.81216292e-01\n", - " 7.62016561e-02 -8.00642754e-02 4.07941914e-01 4.16582077e-01\n", - " 1.02777755e-01 -5.51856869e-02 7.91312256e-02 -1.71903509e-01\n", - " -2.83695615e-02 -4.34667711e-01 -4.66484380e-01 -2.12275370e-01]\n", - "Found 8401 total galaxies in catalog for cluster 30553\n", - "[-0.44449465 0.09366119 0.03500001 ... 0.15187118 0.41326337\n", - " -0.14555847]\n", - "Found 2161 total galaxies in catalog for cluster 11651\n", - "[ 0.19994002 -0.33410751 0.05487243 ... -0.19016788 0.397141\n", - " 0.1320266 ]\n", - "Found 3115 total galaxies in catalog for cluster 27728\n", - "[ 0.11631963 0.68559592 -0.17105027 ... -0.22345805 -0.22811455\n", - " -0.20146981]\n", - "Found 3282 total galaxies in catalog for cluster 30757\n", - "[ 0.22950887 0.08943643 0.26248539 ... -0.05575059 0.14546627\n", - " 0.11441397]\n", - "Found 5806 total galaxies in catalog for cluster 32634\n", - "[-0.54039764 -0.09551192 0.09198529 ... 0.33627811 0.24889236\n", - " -0.41407367]\n", - "Found 3646 total galaxies in catalog for cluster 33429\n", - "[ 0.23045971 0.80975207 0.25403913 ... -0.36112198 -0.21685067\n", - " -0.10187624]\n", - "Found 2372 total galaxies in catalog for cluster 15656\n", - "[-0.03603866 0.25902208 -0.5979108 ... -0.40605118 0.47062627\n", - " -0.25639667]\n", - "Found 963 total galaxies in catalog for cluster 29784\n", - "[-3.74531150e-01 -9.04684493e-02 9.56328628e-02 -5.94852915e-02\n", - " -2.03208879e-01 4.55322050e-01 -2.85261504e-01 4.90301058e-01\n", - " -1.87414023e-01 1.91680610e-01 1.39087712e-01 -4.93485033e-01\n", - " -1.34478811e-01 -1.13829096e+00 5.85202725e-01 -2.39663311e-01\n", - " 1.55811446e-01 -3.93182798e-02 1.15591253e-01 -1.40913916e-01\n", - " -4.85935257e-01 4.27971668e-01 2.23980749e-01 1.25320157e-02\n", - " 1.86931014e-01 1.58710421e-01 1.18144166e-01 -3.65484039e-02\n", - " 4.78648957e-01 -1.24745946e-01 -3.67749105e-01 5.38465703e-01\n", - " 2.30907641e-01 -2.06525101e-01 4.86057397e-01 -9.71671331e-02\n", - " 2.77246671e-01 -3.10816712e-01 -2.49876311e-02 1.79119796e-01\n", - " -2.99570013e-02 4.08532890e-01 4.67712095e-01 2.31946855e-01\n", - " -1.53808332e-01 -3.18679794e-01 1.36119348e-01 -2.26593323e-01\n", - " 3.15734810e-02 -5.10387034e-01 3.67945367e-01 6.53179966e-02\n", - " 5.76948572e-03 -8.53625264e-02 2.36921093e-01 1.67741753e-01\n", - " 2.47834973e-01 -7.25208409e-01 -1.09862432e-01 -5.46050449e-01\n", - " 2.66913464e-01 3.39978007e-01 2.35414587e-01 -4.61558280e-01\n", - " 4.27611390e-01 -2.73323243e-01 -2.63129178e-01 -2.92502388e-02\n", - " -1.67692713e-01 1.40895063e-01 5.42806347e-02 1.04922197e+00\n", - " 7.97557522e-03 4.20044527e-02 4.81568074e-02 2.97221926e-01\n", - " 1.92441562e-01 2.80164365e-02 -5.33161727e-02 -1.21445889e-01\n", - " -3.92757644e-02 -2.79206060e-01 -4.42323908e-01 -2.69642040e-01\n", - " 3.38477469e-01 3.09001224e-01 -2.18731765e-01 4.69552888e-01\n", - " 4.73252359e-01 8.60732322e-02 2.23373750e-01 -7.38509040e-04\n", - " -8.24447575e-02 -2.43538886e-01 4.05303148e-01 -1.04662964e-01\n", - " 3.07980022e-01 1.44284182e-01 -1.21465514e-01 -5.20851157e-01\n", - " -4.38787308e-01 -9.83000515e-02 -5.47502568e-01 4.55601443e-01\n", - " -3.60574161e-01 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-2.78557163e-02 -2.56990727e-01 -9.15903766e-02\n", - " 6.68901057e-03 -1.79508101e-01 7.69790468e-02 5.95902546e-02\n", - " -1.40531829e-01 1.71072155e-01 2.47506242e-01 -4.38240621e-01\n", - " -2.54200924e-01 2.03689586e-01 3.23317927e-01 -5.19653640e-02\n", - " -3.92637675e-01 -7.64026908e-01 -2.07129313e-01 -1.45049629e-01\n", - " -2.32857967e-01 4.70348065e-02 -4.54610204e-01 -2.82543275e-01\n", - " -3.39877160e-01 7.19039089e-01 -2.76428544e-01 1.91756468e-01\n", - " -2.77083280e-01 -2.97341765e-02 1.26404939e-01 6.86388184e-03\n", - " -5.36731710e-01 -8.50205709e-02 6.23371012e-02 9.96753334e-03\n", - " -2.84310635e-01 -4.40898385e-02 6.08811927e-01 -3.94898968e-01\n", - " -4.56481767e-01 -4.17366142e-01 -3.04345635e-01 3.26495995e-01\n", - " 3.59853342e-01 4.60634109e-01 1.87443477e-02 -6.15408126e-01\n", - " -2.43329411e-01 4.38786568e-01 1.66919742e-01 -1.73846284e-01\n", - " -1.51120146e-01 1.53664509e-01 -2.47104565e-01 -2.18998532e-01\n", - " 1.50843963e-01 5.89765014e-02 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1.04740249e-02 6.55870320e-01 8.34737935e-01 -5.09792468e-01\n", - " 4.09110286e-01 3.78723860e-01 -1.32132040e-01 -1.38402018e-02\n", - " -1.14353563e-01 3.04917363e-01 3.67867603e-02 -5.99157668e-01\n", - " 5.27108558e-02 3.07462375e-02 -3.59780236e-01 5.26533062e-01\n", - " 2.21979989e-01 -5.52704266e-02 -1.03832356e-01 1.27979423e-01\n", - " 3.01240929e-01 4.71329186e-01 6.56084049e-01 -1.82575999e-01\n", - " 3.54063333e-02 -9.08870480e-02 -1.34430884e-01 -1.19443494e-01\n", - " -4.95430140e-02 -1.16861169e-01 2.17479977e-01 1.28189684e-01\n", - " 2.09248787e-01 -5.53225268e-01 1.07329802e-01 3.29393773e-01\n", - " -3.01907784e-01 6.34517258e-02 -2.43518609e-02 1.94399337e-01\n", - " -2.44258903e-02 -4.22619462e-01 -3.64010200e-01 4.17364784e-01\n", - " 3.09319584e-01 2.78937010e-01 -6.58345895e-03 -5.13760896e-01\n", - " 1.35074837e-01 3.96206230e-01 -1.32586099e-01 -4.26909109e-01\n", - " -3.16001532e-01 -1.15554953e-01 -2.84450062e-01 -3.48797028e-01\n", - " -1.55106647e-01 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1.85417781e-01 -5.83759227e-02\n", - " 3.47775518e-01 -1.36178192e-01 4.49054531e-01 8.70500672e-02\n", - " -3.48201089e-01 4.46701010e-01 -1.59714544e-01 6.96534508e-03\n", - " 5.04437120e-01 -1.27884928e+00 -4.93273046e-02 9.32557814e-02\n", - " -3.59446883e-01 -5.78523638e-01 1.99369180e-01 -2.50766891e-01\n", - " -3.16097463e-01 8.92384935e-02 -1.59941653e-01 6.44747311e-01\n", - " -4.18349600e-01 -1.66637471e-01 -3.13046184e-02 1.99257600e-01\n", - " 2.86532561e-01 5.86687359e-02 -2.00454474e-01 4.10947041e-01\n", - " 9.15727325e-03 9.20775070e-02 3.64009940e-01 -4.93787285e-02\n", - " 7.29168921e-02 -3.42826336e-02 -3.45869376e-01 -1.84406685e-01\n", - " -2.82105769e-01 -8.66981700e-02 -3.10465150e-01 2.24250200e-01\n", - " -3.23938129e-01 4.74473579e-01 8.39532342e-01 2.73048953e-01\n", - " -5.22751425e-01 -1.19249314e-01 2.45336028e-02 6.52574900e-01\n", - " -1.41614129e-01 -1.94015212e-01 -1.87638158e-01 5.80208653e-02\n", - " -4.11372583e-01 -3.65851069e-02 1.79312726e-01 1.55994209e-01\n", - " -6.24098413e-01 -3.54033715e-01 2.68031812e-01 -9.82554699e-02\n", - " -2.63131304e-01 2.50803954e-02 -4.54854202e-01 2.20290778e-01\n", - " -1.85116387e-01 -4.21938970e-02 -1.05799808e-01 2.00992290e-01\n", - " 2.02420772e-01 -1.39052477e-01 3.37566811e-01 -3.87957576e-01\n", - " 2.11572172e-01 1.30428506e-01 1.46492976e-02 -1.30954545e-01\n", - " -7.63179717e-01 4.78685195e-01 2.84526588e-01 -2.43953001e-01\n", - " 2.08635090e-01 -2.52627065e-01 -3.43349546e-02 -2.44261141e-01\n", - " -7.54107946e-02 -2.28417594e-01 -4.69914223e-02 3.45848239e-01\n", - " -1.57985837e-01 2.89450359e-02 -3.63090582e-01 -7.98268377e-01\n", - " 1.46156142e-01 -1.61404249e-01 -5.33249257e-01 -3.42806461e-01\n", - " -3.34799489e-01 -8.73241059e-03 1.06196437e-01 2.68806127e-01\n", - " 2.64812922e-01 -4.62183912e-01 1.19257624e-01 -1.22550764e-01\n", - " -4.31741568e-01 4.07042794e-01 1.38435635e-01 -4.27300165e-02\n", - " 1.55329154e-01 1.91350387e-01 3.15125203e-01 9.99472228e-01\n", - " 3.55111459e-01 7.15372401e-01 9.43691332e-02 3.41070471e-01\n", - " 4.39363426e-01 2.06112051e-01 3.41343810e-01 -1.11442056e-01\n", - " 2.82809492e-01 4.79468445e-01 -1.38983654e-01 -8.41575769e-02\n", - " 2.26737792e-01 1.99714980e-02 1.67951401e-01 2.44728212e-01\n", - " -1.92808369e-01 -1.97108000e-01 6.61276423e-02 -5.53940593e-01\n", - " -3.79076100e-01 -3.76504623e-02 -5.76223724e-01 -6.91640806e-02\n", - " -4.37417375e-01 -6.62465076e-01 -1.06328374e-01 4.02174008e-01\n", - " 1.72905110e-01 2.73859042e-01 7.62610281e-02 -1.27024442e-01\n", - " 3.18721044e-01 1.80749891e-01 5.48905515e-02 2.08485483e-01\n", - " -3.42586906e-01 -1.47641217e-01 1.06330845e-01 4.70452500e-01\n", - " 6.17844802e-01 1.94553224e-01 -1.80616073e-01 2.68431954e-01\n", - " -2.53724367e-02 -3.50485867e-01 -5.13190249e-02 -1.94425425e-01\n", - " 4.86772207e-01 -1.98559877e-01 -5.70766681e-01 -4.39725138e-01\n", - " 2.69195677e-01 -2.06904105e-03 9.74945322e-02 -3.67230765e-01\n", - " 1.72817574e-01 1.67193218e-01 1.51849786e-02 1.49884241e-01\n", - " -4.63041071e-01 7.31657441e-01 -1.17089864e-01 -1.60118508e-01\n", - " -7.45468030e-02 -2.49702380e-01 7.73944274e-01 5.70006881e-01\n", - " -3.05928928e-01 3.32115268e-01 1.73833727e-01 -3.12980906e-01\n", - " -3.65961259e-01 5.30091705e-01 -1.95220463e-01 -3.67418864e-01\n", - " 3.09699322e-01 -3.35739969e-01 2.09508423e-01 -1.33944299e-01\n", - " 1.63513504e-01 -2.49411577e-01 2.09492510e-01 2.89406382e-02\n", - " -6.30737076e-01 -2.30468408e-01 -7.80427985e-01 -1.36228830e-01\n", - " -4.78741318e-03 2.94785760e-01 1.63149288e-01 -4.17750763e-01\n", - " -5.35429503e-01 -5.19214472e-01 -4.55845383e-01 4.37516704e-02\n", - " -3.75800741e-01 8.76358130e-02 -1.66760071e-01 2.03152194e-01\n", - " -1.43180587e-01 2.60112458e-01 2.14096010e-01 1.17197361e-01\n", - " -3.93674483e-01 7.55109852e-02 1.26176152e-01 -2.24230114e-01\n", - " 1.26564655e-01 -6.08756866e-01 -2.52094195e-01 5.81380446e-01\n", - " -2.19079670e-01 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-2.17172510e-01\n", - " 2.51121831e-01 -1.66919974e-01 -1.10589446e-01 3.78035353e-01\n", - " -6.53951448e-01 4.15194939e-02 -5.51561130e-01 -5.54223019e-01\n", - " -9.33175701e-02 -1.43139984e-01 2.78871250e-01 -1.06072826e-01\n", - " 1.21149689e-01 -2.09704766e-01 7.99281083e-03 -9.28189599e-01\n", - " 4.64978886e-02 -8.80446968e-03 -9.46948390e-02 5.83194945e-01\n", - " 3.42825839e-01 2.88631982e-01 -7.67634541e-01 -2.33206984e-01\n", - " 9.94712061e-02 9.27931284e-03 4.40662214e-01 6.29565450e-03\n", - " -8.69783050e-01 -2.43960769e-01 -1.21168385e-01 1.60426932e-01\n", - " 6.41659768e-02 -1.84782602e-01 6.68039421e-02 3.40955125e-02\n", - " 4.21341735e-01 -5.94450655e-02 5.20413857e-01 2.68343182e-01\n", - " -3.36085144e-01 4.59585682e-01 4.62655430e-01 -7.19490560e-02\n", - " 7.84859381e-01 -9.97804726e-02 4.46434488e-01 2.30093569e-01\n", - " 1.92032528e-01 2.79221277e-01 3.76212341e-01 4.07158011e-01\n", - " -1.56977512e-01 -3.18467066e-01 1.95808242e-01 -2.02053502e-01\n", - " -3.78179640e-01 9.79518557e-02 -1.36258298e-01 -4.79464935e-01\n", - " 6.18505167e-01 2.75465772e-01 -4.20605353e-01 -1.88665502e-01\n", - " -2.95318042e-01 -5.09428244e-01 1.75013263e-01 1.02571498e-01\n", - " 3.16578370e-01 -2.14684395e-02 -6.14726214e-02 4.86289248e-02\n", - " -7.36330999e-03 3.22111364e-01 -1.69574032e-01 8.29146051e-03\n", - " -5.70150828e-01 7.70674536e-02 -3.74816412e-01 3.84632328e-01\n", - " -7.66169013e-02 1.53588364e-01 3.18963784e-01 3.18587404e-02\n", - " 6.53300663e-02 -2.86609817e-01 4.78275609e-02 1.08532942e-01\n", - " 2.75004450e-01 6.10035257e-01 -5.29887114e-01 1.00068335e-01\n", - " 4.58822801e-01 -6.66566463e-03 1.19624127e-02 5.59695820e-01\n", - " -3.43811987e-01 -1.18648930e-01 2.41688370e-01 -4.45866066e-02\n", - " 5.79032733e-02 -2.20270053e-01 8.05894650e-02 5.18162408e-02\n", - " -5.04277273e-02 2.66810706e-02 -1.09809782e-01 2.94852967e-01\n", - " 6.54070025e-01 4.18200251e-02 1.70964527e-01 3.59479773e-03\n", - " 1.46373241e-01 3.98788473e-01 -1.20676092e-01 -3.22758671e-02\n", - " -2.91337408e-01 -2.65976497e-01 5.52084008e-02 8.24194906e-02\n", - " -2.08664697e-01 -7.32385741e-03 -2.89765259e-01 5.85829641e-01\n", - " -4.10330005e-02 -1.50244002e-01 -3.99108336e-01 2.70163830e-01\n", - " -1.42404976e-01 -4.56273165e-01 3.49386933e-01 2.48386778e-01\n", - " -1.17627367e-01 -3.24426505e-01 -6.20285584e-02 -2.41898536e-02\n", - " -2.46996395e-03 2.82085251e-01 -1.87017544e-01 3.10285456e-01\n", - " 1.36889084e-01 -1.92142339e-01 1.19492689e-01 -1.81765237e-01\n", - " -2.06656943e-01 -3.98616257e-01 4.41822575e-01 6.37796189e-02\n", - " 1.90652483e-01 -2.24173915e-01 1.14369700e-02 7.74184631e-02\n", - " -6.97068781e-01 -4.13787078e-01 1.72365089e-02 4.74132079e-02\n", - " 1.03792999e-02 3.27294818e-01 -5.11389124e-01 1.63110344e-01\n", - " 9.71973896e-02 1.07063812e-01 -1.23615041e-01 -7.44546956e-02\n", - " -3.01644276e-01 -2.04188593e-01 1.58340148e-01 3.42275497e-01\n", - " 3.20444351e-01 -3.58681277e-02 1.99525974e-01 1.03604150e-01\n", - " 2.74447322e-01 -4.96359712e-01 -3.37200725e-01]\n", - "Found 2313 total galaxies in catalog for cluster 22630\n", - "[ 0.18027475 -0.04958593 -0.01545594 ... -0.15596318 -0.11737921\n", - " 0.37863276]\n", - "Found 1247 total galaxies in catalog for cluster 17777\n", - "[-0.17755899 0.53584643 -0.56541227 ... 0.13590448 -0.28397172\n", - " -0.17819784]\n", - "Found 2529 total galaxies in catalog for cluster 33569\n", - "[-0.18569312 -0.24435683 -0.23881131 ... -0.10040275 -0.10348083\n", - " -0.39138865]\n", - "Found 2263 total galaxies in catalog for cluster 39996\n", - "[ 0.02196514 -0.06028599 -0.14932883 ... 0.09626804 -0.21497911\n", - " -0.33765771]\n", - "Found 4094 total galaxies in catalog for cluster 37007\n", - "[ 0.07284894 0.38554188 0.21999141 ... -0.27485964 -0.00235147\n", - " 0.19650853]\n", - "Found 4852 total galaxies in catalog for cluster 25937\n", - "[ 0.15255857 -0.41420091 -0.28794845 ... -0.40640666 -0.15664724\n", - " 0.02635474]\n", - "Found 1586 total galaxies in catalog for cluster 24386\n", - "[-0.27205013 -0.31597019 0.44689643 ... 0.06128624 0.14351361\n", - " -0.0817034 ]\n", - "Found 5253 total galaxies in catalog for cluster 44685\n", - "[-0.44872314 0.17909645 -0.04093126 ... -0.26766488 0.32192309\n", - " 0.19298336]\n", - "Found 2779 total galaxies in catalog for cluster 48725\n", - "[ 0.20582145 -0.1444869 0.18837871 ... -0.29640027 -0.29535285\n", - " -0.12527403]\n", - "Found 2228 total galaxies in catalog for cluster 27260\n", - "[-0.22416677 0.36743222 -0.37646341 ... -0.31756387 -0.55119146\n", - " 0.20441414]\n", - "Found 1532 total galaxies in catalog for cluster 35316\n", - "[ 0.72049676 -0.21207569 -0.21298772 ... -0.3634102 -0.02489602\n", - " -0.40295261]\n", - "Found 1270 total galaxies in catalog for cluster 59428\n", - "[ 0.25644259 -0.09038017 0.26933536 ... -0.24494628 -0.19486009\n", - " -0.21822688]\n", - "Found 2305 total galaxies in catalog for cluster 25976\n", - "[ 0.11108439 0.12539907 0.08190519 ... 0.33850757 -0.3703267\n", - " -0.43430721]\n", - "Found 3178 total galaxies in catalog for cluster 31596\n", - "[ 0.33542191 -0.3595155 0.11415141 ... -0.33752974 -0.10241494\n", - " -0.19251326]\n", - "Found 6358 total galaxies in catalog for cluster 26346\n", - "[ 0.05561808 0.59199334 -0.46583343 ... 0.03321205 -0.2685966\n", - " -0.2305854 ]\n", - "Found 3056 total galaxies in catalog for cluster 36608\n", - "[ 0.06227627 0.67766812 -0.17692931 ... -0.24484238 -0.24507671\n", - " -0.17460524]\n", - "Found 3770 total galaxies in catalog for cluster 26938\n", - "[-0.01549692 0.13176151 0.48000063 ... -0.27052491 0.14771541\n", - " 0.12189737]\n", - "Found 1528 total galaxies in catalog for cluster 74483\n", - "[ 0.077594 0.41565343 -0.2718991 ... 0.15248395 -0.24333836\n", - " -0.21848731]\n", - "Found 2946 total galaxies in catalog for cluster 62882\n", - "[ 0.30365894 -0.25115253 0.05941377 ... 0.59510717 -0.32169655\n", - " 0.02876253]\n", - "Found 626 total galaxies in catalog for cluster 25770\n", - "[ 4.69931464e-01 8.22515866e-02 1.04774189e-01 -4.91077133e-01\n", - " -4.79108990e-01 -4.92235047e-01 -2.79842955e-01 8.15205721e-01\n", - " -1.07987075e-01 -4.27322232e-01 1.82240614e-01 2.26923950e-01\n", - " 5.05250919e-01 -4.34908175e-02 5.14067394e-01 6.15667160e-02\n", - " 2.46517210e-01 2.21151791e-01 2.00860200e-01 -4.89204299e-01\n", - " 1.68410128e-01 -4.63005026e-01 -6.25874669e-02 -7.36704076e-01\n", - " 3.86085247e-01 5.37414309e-01 6.13131971e-01 1.75910598e-01\n", - " 3.01997998e-01 4.93562951e-01 -5.11824565e-01 -6.77689254e-01\n", - " -3.55233591e-01 3.48156273e-02 -8.22188668e-02 -1.42617345e-02\n", - " -3.76474539e-01 -1.45591160e-01 -2.62950660e-01 -6.96685892e-02\n", - " 7.83869118e-01 6.36507954e-01 -1.29505865e-01 -2.77977413e-02\n", - " 1.40483918e-01 1.19928716e-01 -1.09130350e-02 -1.71046961e-02\n", - " -6.13019446e-01 -4.49053959e-01 -3.85741608e-01 -1.41827127e-01\n", - " 9.51990958e-03 -4.43975817e-01 -2.60270096e-01 -1.11732567e-01\n", - " 1.96746896e-01 -4.08580494e-01 2.41673237e-01 -4.96495395e-01\n", - " -9.68007401e-02 8.27320874e-02 -1.27433170e-01 -4.48919629e-01\n", - " -6.09986065e-01 -3.53356958e-01 2.97928699e-01 1.18964300e-01\n", - " -3.44932078e-02 1.64602649e-01 -6.14946162e-01 -9.70088693e-01\n", - " 4.12449995e-02 4.19561939e-01 -9.42305452e-02 -9.09811973e-02\n", - " -2.16608255e-02 -9.72954089e-02 3.13101625e-01 -1.13147803e-02\n", - " 4.01250048e-01 -5.81262680e-02 3.35590908e-01 -8.28042693e-02\n", - " -5.26399344e-01 5.07189784e-01 3.30508795e-01 1.47963214e-01\n", - " 3.41113103e-02 -2.44874898e-01 2.05402440e-01 1.58567775e-01\n", - " -1.70823821e-01 -1.13903500e-01 -5.02343756e-02 -2.17254405e-01\n", - " 1.39951479e-01 -4.12513333e-01 5.95112176e-01 2.19771619e-01\n", - " 3.43336447e-01 -1.64441106e-01 6.32548725e-01 -2.32962518e-01\n", - " 3.19206252e-01 2.04177802e-01 -2.09092612e-01 1.70933125e-01\n", - " -9.63795212e-02 4.45804336e-01 3.56438393e-01 1.06731489e-01\n", - " -4.25066285e-01 9.36440234e-02 -6.98003213e-02 3.40439119e-01\n", - " 3.14327615e-01 3.00325407e-01 4.22692581e-01 6.03272211e-01\n", - " 1.57647809e-01 5.02121535e-01 -2.01095914e-01 8.40372094e-01\n", - " -3.23188540e-01 -2.35246317e-01 4.31996363e-02 1.78419055e-01\n", - " -9.02654612e-02 4.48491877e-01 -6.30123230e-01 7.56327325e-02\n", - " 2.12267692e-01 -3.07815238e-01 1.33461311e-01 -6.62422858e-02\n", - " 4.32658956e-01 -1.57984491e-02 -3.41148521e-01 -1.99010071e-01\n", - " -1.30175949e-01 3.51279317e-01 4.10182259e-01 2.77223315e-01\n", - " -1.67735418e-01 -1.52754002e-01 -5.22153140e-02 2.32908387e-01\n", - " 7.17048986e-01 2.72885945e-01 -1.84773198e-02 9.16554208e-02\n", - " -2.20830925e-01 2.14638641e-01 -6.36800479e-02 -2.34859491e-02\n", - " 4.04769090e-01 -1.02732413e-01 3.82163311e-01 -1.64864311e-01\n", - " -1.27866428e-01 6.65663040e-01 1.76470029e-01 -2.81442735e-01\n", - " 4.00245135e-01 -1.97075151e-01 -1.20061759e-01 2.81247016e-01\n", - " -6.09409152e-02 -1.05439804e-01 1.24572469e-03 -5.59892584e-02\n", - " 3.07950478e-01 3.92617839e-01 -3.77815048e-01 -2.21155175e-01\n", - " -2.95938197e-01 2.58217971e-02 -1.60617174e-01 -3.13931557e-01\n", - " -3.62641573e-01 -2.02201773e-01 -3.45567014e-01 -5.23003024e-01\n", - " 2.83013428e-01 2.83680560e-02 -3.86246385e-01 -4.69363182e-01\n", - " -3.80700051e-01 -2.12971778e-01 4.11449933e-01 9.57758052e-02\n", - " 8.61852050e-01 3.67002364e-01 -3.20482692e-01 -3.85246843e-02\n", - " 3.23961581e-01 7.04565645e-01 4.17447590e-02 1.28378413e-01\n", - " -1.92777819e-01 4.24258486e-02 1.09392835e-01 -1.14493432e-01\n", - " -2.62988325e-01 -3.61593529e-04 1.65948077e-01 1.68806790e-01\n", - " -1.49755939e-01 -2.86744373e-01 7.97544515e-02 -4.91776882e-01\n", - " 1.57058270e-01 -4.41529475e-01 7.04925069e-02 -2.27649865e-01\n", - " -1.16084144e-01 -2.81616061e-01 1.48257957e-02 1.91344412e-01\n", - " -9.00267161e-02 4.69245294e-01 4.60795587e-01 -9.95132559e-01\n", - " 1.91084844e-01 -6.41422989e-02 1.33753496e-01 2.67101982e-01\n", - " 3.25838351e-01 5.02530914e-01 -3.04930835e-01 -1.84348907e-01\n", - " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 -4.51415701e-01\n", - " 6.43455376e-01 8.92077520e-01 3.78667492e-01 1.34675543e-01\n", - " -2.24836948e-02 1.67849483e-02 1.55484592e-01 1.41128276e-01\n", - " -2.03712562e-02 -7.21439017e-01 -2.16277538e-01 -2.75980181e-01\n", - " -3.55998451e-01 6.10233813e-02 -2.59072011e-01 3.23551838e-01\n", - " -4.34819196e-01 7.17944431e-01 1.44231623e-01 -3.94913573e-01\n", - " -8.65470356e-02 -5.55669111e-01 1.77551073e-01 4.51919328e-01\n", - " 2.56864166e-01 -3.83640502e-01 5.03447246e-01 -1.84705919e-01\n", - " -3.60317725e-02 -4.45667010e-01 3.16429235e-01 -1.08560764e-01\n", - " 2.37750321e-01 -4.02255918e-02 1.29394222e-03 1.48154665e-01\n", - " 3.28914503e-01 -2.64538883e-01 3.89001426e-01 7.34728491e-02\n", - " 1.63128644e-01 2.52518405e-01 -1.90722214e-01 1.72409837e-01\n", - " -4.84496332e-01 -6.85477067e-01 -7.59474616e-02 -1.09528112e-01\n", - " -4.76295591e-01 2.85965345e-02 -1.73194586e-01 4.93635758e-02\n", - " 5.84547369e-01 1.87145185e-01 5.07569956e-02 -4.41565648e-02\n", - " 7.42410418e-01 -9.34381928e-02 1.11784473e-01 6.40624707e-02\n", - " -2.16191439e-01 7.25335713e-02 1.05882320e-01 1.50964811e-01\n", - " -1.91715449e-01 -2.21760215e-01 -2.38011883e-01 -3.29796741e-01\n", - " 4.68858158e-01 1.82142126e-01 -4.58948597e-01 1.40518883e-01\n", - " 3.45958654e-01 2.76733216e-02 3.78272541e-01 -3.66702231e-01\n", - " -3.45733571e-01 3.14235245e-01 -6.44813568e-01 3.13887020e-01\n", - " -5.48768420e-01 -6.57137326e-01 4.10180845e-01 -2.02916495e-01\n", - " -1.18225964e-01 4.47155907e-01 2.15995869e-01 3.18883038e-02\n", - " -1.54235524e-01 -1.70064320e-01 6.39482823e-01 1.76169510e-01\n", - " 7.79430637e-02 1.64106636e-01 -1.39640884e-01 4.76925319e-01\n", - " -1.02601352e+00 -3.12867628e-01 4.46280837e-01 -8.30031681e-02\n", - " 9.02436712e-01 3.66215373e-01 1.87097363e-01 5.69437347e-04\n", - " 3.15404456e-01 1.91482713e-01 -1.31552618e-01 6.95177438e-02\n", - " -1.85364571e-01 -2.37913069e-01 -9.20638441e-01 1.80419303e-01\n", - " 1.25604109e-01 -9.40787740e-02 3.45453050e-02 1.96897595e-01\n", - " 3.55714498e-02 1.02214659e-01 2.60877238e-01 -3.29999154e-01\n", - " -4.06828321e-01 -4.82828005e-01 -4.21699356e-01 -5.79843153e-02\n", - " -5.33231782e-01 -6.06881203e-01 -1.19453502e-01 -1.54148185e-01\n", - " 3.95165902e-01 2.46971683e-01 1.41668961e-01 -4.53423573e-01\n", - " 1.82586513e-01 3.24583906e-01 5.53059371e-01 -4.84485351e-01\n", - " 3.47981439e-01 1.28148378e-01 1.48273071e-01 1.12951778e-01\n", - " -7.63012630e-02 -1.12353225e-01 6.23454460e-01 2.68454749e-01\n", - " 6.12457604e-02 -2.90312338e-01 -2.65204358e-01 5.21016153e-01\n", - " -3.37248556e-01 5.26928597e-01 7.33826792e-02 2.53301935e-01\n", - " 2.01276780e-01 -2.60068677e-01 -2.55441931e-02 1.13705916e-01\n", - " 3.39973742e-01 3.26544604e-01 6.98013652e-01 9.57337068e-02\n", - " -1.96723565e-01 1.77497572e-01 6.30646998e-01 3.34220459e-02\n", - " -6.16361464e-01 -3.60828235e-01 9.15846994e-02 -2.16997095e-01\n", - " 4.79239337e-01 6.02805029e-02 -1.78062594e-01 8.83939594e-01\n", - " -5.62649383e-03 -1.90147348e-01 -6.22845711e-03 1.81426154e-01\n", - " -5.09076462e-01 -3.26504306e-02 -3.73505888e-01 1.53897684e-01\n", - " -1.06749021e-01 3.52395139e-01 1.12395634e-01 -4.52290653e-01\n", - " -1.57005018e-01 3.16444946e-01 2.10348385e-01 -1.29731912e-01\n", - " 1.72774737e-01 4.21171761e-01 1.32641671e-01 2.10704056e-01\n", - " 3.58662307e-01 4.97270897e-01 1.30694624e-01 -1.52654105e-01\n", - " -1.95519326e-01 5.77082875e-01 5.10005100e-01 1.53097004e-01\n", - " 6.04787497e-02 -8.62305414e-02 4.24219394e-01 3.33307663e-01\n", - " 1.18114939e-01 6.13826435e-01 -1.19190672e-01 1.19765360e-01\n", - " 1.82657334e-01 -1.64177369e-01 3.42579961e-01 2.79693380e-02\n", - " 4.30041106e-01 -2.00754053e-01 -2.83577198e-01 4.19931660e-01\n", - " 1.85581878e-01 8.81828990e-01 -1.03827687e-01 -6.96006321e-02\n", - " 5.58614541e-01 -1.92992731e-01 -1.63170751e-01 -9.28408659e-02\n", - " -3.48552400e-02 -4.26747605e-01 4.58676166e-01 2.73779905e-01\n", - " 3.26465671e-01 5.65702395e-01 2.09718596e-01 3.64146983e-01\n", - " -3.76228066e-01 4.32664481e-03 1.26308806e-01 1.46442039e-01\n", - " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 1.21635446e-01\n", - " -3.03953974e-01 -3.99959162e-02 -6.35618152e-02 9.76940697e-02\n", - " 4.03769617e-01 6.40653189e-01 -2.79839529e-01 5.60052860e-01\n", - " -9.15486862e-02 2.88833893e-01 -3.31258128e-02 -1.39830638e-01\n", - " 2.20649190e-01 4.53173098e-02 3.66651187e-01 -5.93483633e-01\n", - " -7.98640823e-02 4.42927244e-01 -1.28373875e-01 4.20834992e-01\n", - " 2.30519585e-01 1.41631569e-01 2.38740218e-01 -4.03073904e-01\n", - " 2.38504962e-01 -3.86668319e-02 -2.96972464e-01 4.45004595e-01\n", - " 3.75628555e-01 -4.57312676e-01 1.64928114e-01 -5.82286397e-01\n", - " 8.02178306e-01 -5.00183940e-01 -2.48979505e-01 2.82710553e-01\n", - " 1.35235637e-01 -5.48880900e-01 -2.00139891e-02 -2.14194880e-01\n", - " 2.17586759e-01 -1.65563804e-01 3.74674106e-01 -4.97832003e-01\n", - " 7.85697628e-02 -1.69908104e-01 -2.48564017e-01 -2.86917179e-01\n", - " -2.18130086e-01 -1.12520669e-01 -2.65171252e-01 4.02800011e-01\n", - " 4.27478305e-01 -3.00967283e-01 -8.53949853e-02 -3.27979672e-01\n", - " 5.04435355e-01 4.86011804e-01 -2.22472349e-01 3.08020483e-01\n", - " 2.89966859e-01 -6.28608058e-02 3.03264546e-02 4.90054904e-01\n", - " 1.06658993e-01 2.33794670e-01 -4.06065301e-01 -3.64765937e-01\n", - " -2.98016730e-01 -3.37904186e-01 3.78257500e-01 3.68821088e-01\n", - " 1.27140838e-01 2.88691176e-01 5.36294966e-01 -7.24772123e-02\n", - " 4.31282802e-02 -7.13623093e-02 -2.41665116e-01 7.56187433e-02\n", - " 4.02971997e-01 5.89970929e-01 1.58522560e-01 -7.34435429e-02\n", - " -3.40162474e-01 -3.90029088e-02 -3.89026477e-02 -3.45806406e-01\n", - " -1.81013938e-01 1.20839908e-01 8.41350704e-02 4.69103570e-03\n", - " 5.51888705e-01 3.17256583e-01 2.34881948e-01 2.45479109e-01\n", - " -4.25617434e-01 2.79994447e-01 -1.01110578e-01 -1.15281670e-01\n", - " 3.27655680e-02 -2.60009488e-01 1.69975425e-01 -5.23176294e-02\n", - " 2.41635690e-01 5.26033223e-01 -2.82366771e-01 1.53788678e-02\n", - " -1.71221938e-01 2.09977810e-02 -1.21703341e-01 -2.44386944e-01\n", - " -1.86967666e-01 4.91194154e-02 2.67296366e-01 4.05096796e-01\n", - " -2.88306372e-01 1.58132581e-01 -2.71979857e-01 -7.77341820e-02\n", - " 3.46412175e-01 -7.31533291e-01 -2.06746701e-01 2.93197414e-01\n", - " -6.13617126e-01 -1.11955514e+00 -2.20728116e-01 -3.02056917e-01\n", - " -9.28296098e-02 -7.28960324e-02 -1.38482584e-01 -5.52040972e-01\n", - " 3.17851325e-03 6.39255623e-01 7.05876209e-01 1.26001441e-01\n", - " -1.04908896e-02 1.00788115e-01 3.48352080e-01 2.94070682e-01\n", - " 1.57748362e-02 5.74285297e-02 -4.04799042e-01 -5.49202381e-02\n", - " -4.72703665e-01 3.17656308e-02 -6.15193881e-01 3.31596837e-01\n", - " -2.27210984e-01 -9.40579929e-03]\n", - "Found 514 total galaxies in catalog for cluster 59302\n", - "[-0.7030548 -0.2986062 0.09355411 0.0689814 0.60669639 -0.01550789\n", - " -0.14614869 0.27459747 -0.97496748 0.22664667 0.20665064 -0.19934954\n", - " -0.1086906 0.28415875 -0.60693122 -0.26700043 0.39975389 -0.08099926\n", - " -0.26647362 -0.12622183 -0.40506115 -0.30215194 -0.52266851 -0.18757567\n", - " 0.23806617 0.27752927 0.3776747 0.48122174 -0.3404986 -0.19415891\n", - " 0.01489878 -0.04363727 -0.30838742 -0.28738742 0.24023964 -0.10309753\n", - " -0.7559602 -0.07933411 0.85252308 0.40894069 -0.12016379 0.28198139\n", - " -0.05795284 -0.26107812 -0.10356654 -0.52237502 0.11320941 0.317724\n", - " -0.33584669 -0.02946413 -0.15718049 0.1843659 -0.1126654 0.06988115\n", - " 0.28158928 -0.20842448 0.01943581 -0.33730091 0.29580351 -0.01762769\n", - " -0.25832141 0.43168148 0.21386653 0.02569163 0.01602169 0.32854664\n", - " 0.21596287 0.29035691 -0.73696682 0.47097971 -0.51250828 0.18012505\n", - " -0.30059596 0.53010665 -0.06280792 0.19503184 -0.65127326 0.09107219\n", - " -0.08199439 0.45022495 -0.16050412 -0.10290788 -0.08338951 -0.39278575\n", - " -0.27586226 -0.06766247 0.17456554 0.19610757 0.11287448 0.4619246\n", - " 0.15183532 0.50665203 0.19338427 0.09905482 -0.21887791 0.34019513\n", - " -0.05872421 0.16835089 0.28341029 -0.10651477 -0.13148241 -0.06035347\n", - " 0.18015199 0.3020353 -0.34408567 -0.00200049 -0.19273532 0.2864748\n", - " 0.15184271 0.63329698 -0.09764238 0.03218005 0.14838595 0.49961322\n", - " 0.22714575 0.15854617 -0.00128597 -0.06178901 -0.09160233 0.65309771\n", - " -0.47907369 0.25008195 -0.97603656 -0.06133854 0.480196 -0.02978087\n", - " -0.0677284 -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452\n", - " 0.36909401 0.14231269 -0.06220433 0.24610634 0.11134908 0.24047602\n", - " -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705 0.26278817\n", - " -0.39411269 0.27993593 -0.02997445 0.42350423 -0.21027237 -0.00476224\n", - " 0.14144592 -0.26590064 -0.08597748 -0.01091568 0.02584536 -0.1764528\n", - " -0.26703644 -0.22658026 0.17817805 0.44455686 -0.29317833 -0.21145343\n", - " 0.41651161 -0.24329167 -0.00288695 -0.42466294 -0.40115811 -0.23353144\n", - " -0.17270076 -0.37587737 0.55370774 -0.12788435 -0.30051643 0.05153701\n", - " 0.10664946 -0.85348321 -0.01928962 -0.26784695 0.40589241 0.15939806\n", - " 0.11081399 -0.28810845 0.2298593 0.64478498 -0.40672256 -0.58286455\n", - " -0.12801189 0.33227331 0.23909264 -0.06030558 0.44904955 0.31097719\n", - " -0.33340191 0.0998535 0.08917471 -0.6456662 0.30327284 0.51225527\n", - " 0.48818978 0.2296761 -0.03873786 0.32373473 -0.14305066 0.05910027\n", - " -0.06596952 -0.2526311 0.13302719 -0.00270377 0.45220135 0.20014768\n", - " -0.06265121 -0.14409919 0.16573367 -0.06629182 0.18805569 -0.3882322\n", - " 0.04009703 -0.2182302 0.06633279 -0.11919668 -0.52955455 -0.03315316\n", - " -0.32243813 0.15925049 0.1921269 -0.46149467 0.31760904 0.16027228\n", - " -0.09159386 -0.0047224 -0.27918361 0.78981834 0.04198187 -0.37136413\n", - " 0.25566216 -0.30054139 0.27887194 -0.1491137 0.24207707 -0.09855049\n", - " -0.48714799 -0.00349147 -0.16765788 0.15153627 0.32906012 0.27132893\n", - " -0.03437923 0.36345961 -0.53534567 -0.06419938 -0.35727209 0.02862477\n", - " -0.30940367 0.40758784 0.2886936 -0.11693672 0.4838847 -0.23183956\n", - " 0.61783619 -0.24275999 0.71624778 0.09743434 0.08020081 0.22820985\n", - " -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789 -0.03800425\n", - " -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536 -0.01248452\n", - " -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163 0.49517426\n", - " -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017 0.1140784\n", - " 0.06848525 0.00745635 -0.59196988 0.5698269 -0.77582658 0.19018918\n", - " -0.54949149 0.27892862 -0.11721174 0.01372189 -0.16820493 0.09408494\n", - " 0.42709648 0.44531959 -0.23617979 -0.01771833 -0.42291197 0.00604222\n", - " 0.23991114 -0.1156619 -0.0730514 0.08619012 0.28103851 0.0759593\n", - " 0.5787172 -0.29581529 0.40233924 -0.67544697 -0.27618368 0.47662885\n", - " 0.80014144 0.0331896 0.01128167 0.84118728 -0.00860522 -0.19407331\n", - " 0.06681775 -0.66630301 -0.13487112 0.6073306 -0.17733756 -0.06844052\n", - " -0.05078984 -0.32472552 -0.74783914 -0.28950767 -0.10484004 0.16928471\n", - " -0.3158421 -0.75437396 -0.29700701 -0.06707425 0.24155822 -0.6070033\n", - " 0.40440298 0.48225626 -0.36403539 -0.17369476 -0.1402689 0.60337631\n", - " 0.20819399 -0.23068501 0.09346703 -0.61638529 -0.13664081 -0.21968719\n", - " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", - " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.20449139\n", - " -0.06275295 -0.01737246 -0.13441127 -0.42624492 0.40878183 0.17816298\n", - " -0.59018023 0.00332248 -0.05265709 -0.00638788 0.30820818 -0.33900044\n", - " 0.33941315 0.36769866 0.02101731 -0.07320512 0.0105963 0.31622004\n", - " 0.31823153 -0.15866534 -0.11144083 -0.28665125 -0.26362738 -0.42295375\n", - " 0.34553862 0.57098034 -0.05633348 0.02369362 0.1739338 -0.27525552\n", - " 0.12538579 0.449764 -0.55895513 0.06274196 -0.07408034 0.00206934\n", - " -0.2232127 -0.24671479 0.20660264 0.41623246 -0.71283104 -0.33223808\n", - " -0.13506834 -0.36030836 -0.09038704 0.47563459 0.00743442 0.24916695\n", - " 0.28785238 -0.25828662 0.12540593 -0.57230805 0.08829456 0.29437735\n", - " 0.00521472 -0.09971871 -0.36513035 0.57654927 0.52602136 -0.03275276\n", - " 0.17764793 -0.12380013 -0.24961409 -0.08062807 0.13297211 -0.18790088\n", - " 0.15100134 0.05093718 -0.24053852 0.20661209 -0.40599494 -0.23845091\n", - " 0.03097259 -0.0461534 -0.51271033 -0.10715767 -0.5450986 0.39353552\n", - " -0.80693118 0.0973963 -0.2489656 -0.08068194 0.31418108 0.08919813\n", - " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 -0.13036097\n", - " 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281 -0.09733946\n", - " 0.21768126 -0.00738029 0.26770758 -0.04257858 0.64934433 0.6012541\n", - " 0.34193981 0.22159095 0.22760763 -0.52321125 -0.04816206 0.54969506\n", - " -0.22052851 0.15482333 -0.10586041 -0.22419676 0.38532588 0.33503145\n", - " -0.24407898 0.09987012 0.66201625 0.06799898 -0.3175067 0.18451241\n", - " 0.38248772 -0.08040749 -0.38046399 -0.6625084 -0.55454228 -0.64649552\n", - " 0.13287805 0.13431635 0.25907102 -0.02901425 -0.21811736 0.4332871\n", - " -0.10841417 -0.36082228 -0.30657611 -0.03256143 0.56831397 0.02105735\n", - " -0.48431863 -0.17336334 0.44250774 0.39373369 0.24748163 0.70702928\n", - " 0.2749094 -0.5873423 -0.20379784 0.2853825 ]\n", - "Found 1152 total galaxies in catalog for cluster 53335\n", - "[ 0.80603861 -0.39028287 -0.28387045 ... 0.36299839 -0.38182703\n", - " 0.03097582]\n", - "Found 609 total galaxies in catalog for cluster 23919\n", - "[-1.15596334e-01 5.86417923e-01 -4.25880081e-01 2.36145276e-01\n", - " -4.39376251e-01 -6.12956095e-01 -6.71305928e-02 8.32752933e-01\n", - " -2.01535449e-01 -4.72506227e-01 2.07795873e-01 -2.48274015e-01\n", - " -1.02309719e-01 -3.35650913e-01 3.88440892e-01 3.65146553e-02\n", - " -1.09602604e-02 -5.18798175e-02 -5.69654214e-02 -1.62681824e-02\n", - " 1.89726685e-01 1.23962530e-01 -6.75746032e-01 -1.52811573e-01\n", - " 7.21774573e-02 -3.13762628e-02 -1.61195806e-01 -1.54225043e-02\n", - " 1.15670461e-01 -1.57178928e-02 -6.33323358e-01 1.36179996e-01\n", - " -7.57006234e-02 1.46887495e-01 -3.37804745e-03 -2.64166849e-01\n", - " 3.13410183e-01 -1.60001193e-01 -2.71328281e-01 -3.23322613e-01\n", - " 1.66791507e-01 4.20276092e-01 -3.68259199e-02 -7.16161706e-02\n", - " 2.48811776e-01 4.81938682e-01 5.56770874e-01 -1.36737438e-01\n", - " -1.96253751e-01 1.81623759e-01 -5.28565550e-01 1.11608259e-01\n", - " 4.19400930e-03 -5.75313401e-02 2.94088672e-01 2.16073870e-01\n", - " 2.35166377e-01 -1.59748476e-01 2.29269943e-01 4.35945418e-01\n", - " -3.87489234e-02 5.05071308e-01 -1.68425528e-01 -6.12454263e-01\n", - " -3.65592277e-01 3.56916669e-01 1.25479790e-01 -1.31309799e-01\n", - " 6.04980332e-01 -7.55304716e-03 -1.17379005e-01 -3.08878333e-02\n", - " 3.69458493e-01 5.94660225e-01 8.17368129e-01 -1.45899228e-01\n", - " -3.29638622e-02 2.70459812e-01 -1.70831223e-01 3.82456215e-01\n", - " 5.79053374e-01 -7.74406891e-02 -1.68114760e-01 3.10517446e-01\n", - " -2.45367590e-01 1.75631556e-01 -5.35468122e-01 -1.95296609e-01\n", - " 2.28342366e-01 3.26085997e-01 -5.18824287e-01 1.92212097e-01\n", - " -4.54567885e-01 5.47965345e-01 1.59302288e-01 2.65845851e-01\n", - " -1.72767117e-01 -1.78765006e-01 3.67029506e-01 -3.30513904e-02\n", - " -2.99383056e-01 1.53637770e-01 2.46663742e-01 -2.60590494e-01\n", - " -4.01941125e-01 5.36348488e-02 -4.20647941e-01 2.79612256e-01\n", - " 2.58462918e-01 3.15882501e-01 3.15035425e-01 -1.22012888e-01\n", - " -2.33012324e-01 6.64215183e-02 -5.24317978e-02 1.15324015e-01\n", - " 4.28579655e-02 1.96916385e-01 -2.34622894e-01 -2.75189344e-01\n", - " 1.71534196e-02 4.82244366e-01 3.54773284e-01 -9.41625993e-02\n", - " 1.54988957e-02 -4.22059309e-01 3.12474977e-01 2.56409519e-01\n", - " -1.18498408e-01 -3.13606011e-01 -2.87374295e-01 2.35281620e-01\n", - " 1.92874012e-01 2.24077974e-01 -9.52130603e-02 -2.65927956e-01\n", - " 9.94817131e-02 -3.01830058e-01 -1.73862770e-01 2.00617689e-01\n", - " 3.32951138e-01 1.59344977e-02 2.52465647e-01 1.64824138e-01\n", - " -1.24552054e-01 -1.73631241e-01 -1.26249950e-01 5.78715498e-01\n", - " 2.67549626e-02 3.49570177e-02 1.32677271e-01 7.74572264e-03\n", - " -1.50116146e-01 9.00034828e-01 -2.56699807e-01 3.30465889e-01\n", - " 4.64697158e-02 -4.13218218e-01 4.00529743e-02 1.98468032e-01\n", - " 3.04572206e-01 2.68804549e-01 4.50388106e-02 -2.44433433e-01\n", - " -1.17080397e-01 5.53682403e-02 -2.45473265e-02 1.13495614e-01\n", - " 2.64626242e-01 3.43603342e-01 -1.51786488e-01 9.80229413e-02\n", - " -4.15352336e-01 -2.79347418e-01 -2.48134509e-01 -6.28031178e-02\n", - " -3.50907197e-01 -1.03808900e-01 3.08945141e-01 -1.74072329e-01\n", - " 3.33512413e-02 -7.88944866e-02 -4.24307259e-01 -1.35757201e-01\n", - " -2.22791435e-01 6.21518371e-01 1.40406245e-01 -2.03762197e-01\n", - " -3.91787394e-01 -6.97432594e-02 1.37340968e-01 -2.17755256e-01\n", - " -1.21459452e-01 -3.92823111e-01 -4.61689923e-01 3.92933659e-02\n", - " 2.03287055e-01 -1.20232787e-01 -7.94505385e-02 4.01154167e-01\n", - " -4.39135468e-01 4.47885039e-01 -3.57310816e-01 2.26317172e-01\n", - " 1.75088360e-01 -1.68727050e-01 -2.08857928e-01 3.64000860e-01\n", - " 6.91172402e-02 -2.91796566e-02 2.06963100e-01 -5.54628343e-03\n", - " -8.25114591e-02 2.48007382e-01 6.31771484e-01 2.45124574e-01\n", - " 6.92384430e-02 6.02990286e-01 9.21688088e-01 1.24767515e-01\n", - " 1.60587661e-02 2.48874358e-01 -5.24623585e-02 -3.79316271e-02\n", - " 2.32757901e-01 5.76133977e-01 -3.88070862e-01 -6.03382509e-01\n", - " 6.42285476e-01 1.63319005e-01 -3.33027652e-01 3.18193680e-01\n", - " 2.46994691e-01 5.77947447e-01 7.69983995e-02 -6.48547773e-01\n", - " -1.18197618e-01 -7.47951678e-01 8.25584017e-02 -6.89895857e-01\n", - " -1.52931140e-01 -3.98006721e-01 -2.86881982e-01 2.33302423e-01\n", - " 3.42831172e-01 3.25593458e-01 1.96661744e-02 8.95964103e-02\n", - " 3.74964308e-01 3.26745056e-02 3.55160914e-01 -3.62685432e-02\n", - " 6.68952078e-01 2.08490816e-02 -3.61023394e-01 -1.66038006e-01\n", - " 2.04518832e-02 3.89591701e-02 -1.33024635e-01 8.40440629e-02\n", - " -1.22093591e-01 7.58033539e-02 -5.41946462e-01 -1.05378565e-01\n", - " 2.32071842e-01 -3.30094049e-01 1.66023714e-01 -1.45283223e-01\n", - " -3.66898012e-02 8.81469451e-02 2.69214130e-02 -2.27177380e-01\n", - " 2.93121549e-01 -3.88928727e-01 3.16910594e-02 -3.78509252e-01\n", - " -1.68586822e-01 -9.69729292e-01 4.06384555e-01 -2.03385032e-01\n", - " -6.99061350e-01 3.49857941e-01 -1.67579932e-01 -1.16554568e+00\n", - " -3.66571496e-01 -4.33014896e-01 5.69639996e-01 6.29728667e-01\n", - " -2.76877084e-02 7.29473610e-01 9.84049037e-02 -3.50038496e-01\n", - " -8.35100009e-03 3.79362927e-01 -2.99419324e-02 4.42441707e-01\n", - " 1.49164735e-01 7.28598948e-02 -3.30867492e-01 1.06679907e-01\n", - " 2.89288652e-01 5.09992531e-01 1.64356838e-01 4.36750969e-01\n", - " -2.74486443e-02 3.03388427e-01 6.27755936e-02 2.36834235e-01\n", - " -6.96680645e-01 1.63910101e-01 -4.21729130e-01 4.03656087e-01\n", - " 4.19161857e-01 1.05918437e-02 2.75383855e-01 3.68161082e-01\n", - " 1.52625413e-01 3.02008215e-01 1.07612634e-01 -1.31501757e-02\n", - " -2.68419576e-02 4.22170964e-01 -1.46286846e-01 4.37093447e-01\n", - " 1.27437078e-01 -1.25965421e-01 1.14805856e-02 3.46672258e-01\n", - " -2.59402907e-01 -2.05493291e-01 -6.56011671e-01 -1.35114518e-01\n", - " 1.34812317e-02 3.83893007e-02 -1.88631327e-01 -1.61252790e-01\n", - " 1.55005419e-01 -2.49332830e-02 -2.04112444e-01 -3.93785454e-02\n", - " -3.23546190e-01 6.24449557e-02 5.06304188e-01 2.67226367e-01\n", - " -7.24221203e-01 -2.37928194e-01 2.82110517e-01 1.51849298e-02\n", - " 2.45899182e-02 2.54109827e-01 1.73808031e-02 -1.72132584e-01\n", - " -6.58498985e-01 1.03903982e-01 -7.53878167e-02 -1.80075373e-01\n", - " 1.32224365e-01 2.75849667e-01 1.12380291e-02 1.11224924e-01\n", - " 3.07010764e-01 4.56391882e-01 9.22793405e-02 1.20741482e-02\n", - " 6.04389329e-01 -1.03386157e+00 -1.25087812e-01 -1.15591388e-01\n", - " -2.24514746e-01 -3.04897270e-01 -6.07051520e-02 -3.08447972e-01\n", - " 3.76624023e-01 1.20043118e-02 1.63776344e-01 2.96611027e-01\n", - " -2.28346478e-01 -7.49155768e-02 -3.55550660e-02 -3.24403158e-01\n", - " -2.51362134e-02 -1.70308547e-01 -1.43357769e-01 7.43466139e-02\n", - " 4.38558221e-01 3.53907751e-01 3.01433419e-01 3.99805505e-01\n", - " -5.48430084e-01 -1.30006596e-01 5.31667476e-01 -4.88542731e-01\n", - " 6.43448507e-01 -1.57727276e-01 3.09232436e-01 -1.77242728e-01\n", - " 1.22082513e-01 7.30577425e-02 -4.64801182e-01 2.96058807e-01\n", - " -2.31188646e-01 4.67592560e-01 -1.90429252e-01 1.52745391e-01\n", - " -2.81468414e-01 4.03134812e-01 1.23167966e-01 -4.11752254e-01\n", - " -2.66645046e-01 1.87030749e-01 -2.70939782e-01 2.06705020e-03\n", - " 2.46427439e-02 2.62277094e-02 -9.86058575e-02 -7.53504091e-01\n", - " 1.45662707e-01 -6.27618927e-01 -1.64849878e-01 -2.98811710e-01\n", - " 6.52901563e-01 4.57042646e-01 -1.56250910e-01 1.96925886e-01\n", - " -3.33327224e-01 -9.26888475e-02 -3.10129373e-01 1.05988875e-02\n", - " -9.50519999e-02 4.34767894e-01 3.59428163e-01 -7.87354615e-01\n", - " 2.22612183e-01 9.17641598e-02 -8.53240620e-03 -2.82481599e-01\n", - " 2.26557062e-01 2.23072757e-01 6.81545274e-01 -1.25563154e-01\n", - " -3.21161719e-01 1.27209707e-01 1.19735031e-01 -5.86235130e-02\n", - " -7.36044260e-02 -4.54158479e-01 -1.91619286e-01 2.59827660e-01\n", - " 1.44540813e-01 -4.56787394e-02 -2.80443879e-02 2.81745167e-01\n", - " -1.45905125e-01 7.53035874e-02 -1.69365571e-01 1.09424709e-01\n", - " 5.36550255e-01 -3.21783896e-01 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2.15225425e-01\n", - " 4.89675733e-01 3.36380844e-01 2.53218899e-01 3.27104720e-01\n", - " -3.73052359e-01 4.18838857e-02 -3.26093510e-01 2.98932535e-01\n", - " 1.32237610e-01 -6.91285446e-01 -3.52370699e-01 -2.53755110e-01\n", - " 3.07805128e-01 2.69001871e-01 -5.11147349e-01 -5.09107018e-01\n", - " -2.93222945e-01 -1.76199255e-01 2.17827931e-01 4.51695199e-02\n", - " 1.00878477e-01 1.68763181e-01 4.79176616e-01 -5.21598362e-01\n", - " -4.22880154e-01 -3.60985840e-02 -3.19118683e-02 -6.36025654e-01\n", - " 3.50316968e-01 2.53611152e-01 2.82788655e-01 3.70194993e-01\n", - " 2.08444555e-01 3.93250606e-01 -2.55947696e-01 -1.59025662e-01\n", - " 2.20679446e-01 3.11629596e-01 1.86285855e-02 4.53126990e-01\n", - " 5.31726933e-01 3.47375325e-01 -1.88078563e-01 -4.13946629e-01\n", - " 5.81888540e-01 -8.45006907e-02 -3.07036288e-02 -9.50360018e-02\n", - " 2.02851041e-01 -2.14072949e-01 3.89271492e-01 4.86958991e-02\n", - " 5.60708245e-01 -9.07633920e-05 -5.50044156e-01 -4.31455726e-02\n", - " 1.89339860e-02 -1.69481030e-01 3.43171003e-02 5.84377226e-01\n", - " -2.38208859e-01 -5.95323107e-02 7.99670228e-02 -1.77986489e-01\n", - " -2.55602804e-01 -2.73939472e-01 2.21198307e-01 -2.96216061e-01\n", - " -2.09332280e-01 2.35275098e-01 1.10862956e-01 -5.40816916e-01\n", - " 3.03389868e-01 1.66326767e-01 1.94661411e-01 1.17315373e-01\n", - " -3.46810234e-01 -4.54448506e-02 -3.88206836e-02 -1.67631299e-01\n", - " -3.36132725e-02 3.88070300e-01 -1.82569561e-02 -2.58134995e-01\n", - " 8.44571821e-02 2.25543321e-01 -1.53290143e-01 -2.31306765e-01\n", - " 1.17463708e-01 4.07263881e-01 2.42066903e-01 -3.20678611e-01\n", - " -5.94705318e-02]\n", - "Found 3765 total galaxies in catalog for cluster 16567\n", - "[-0.1675814 -0.27338587 -0.1100138 ... -0.06819804 0.0441848\n", - " -0.23963409]\n", - "Found 2588 total galaxies in catalog for cluster 41321\n", - "[ 0.22415221 0.152474 0.25868994 ... -0.05783813 -0.10618633\n", - " 0.02656581]\n", - "Found 558 total galaxies in catalog for cluster 52141\n", - "[ 2.52467599e-01 1.06414601e-01 -2.87964206e-01 2.79906323e-01\n", - " 7.07002177e-03 2.33084233e-01 -1.43469351e-01 1.76573584e-01\n", - " -7.62741536e-01 -2.59476169e-01 -2.11709354e-01 -4.39894207e-02\n", - " 2.34065474e-01 3.99955541e-01 1.92101310e-02 7.00903075e-02\n", - " 3.27113408e-01 6.79246007e-01 -3.22713060e-01 5.06073131e-01\n", - " -2.14312395e-01 1.88405183e-01 6.37873690e-01 -1.30884814e-01\n", - " -3.68541339e-01 -6.75392550e-02 6.30962302e-02 -5.42930168e-01\n", - " -2.21069961e-01 1.45877827e-01 -3.18527251e-01 -4.23545227e-01\n", - " -1.08344472e-01 4.81011634e-01 3.15941106e-01 -2.39124296e-01\n", - " -2.60443169e-02 6.23049924e-01 -3.41942925e-01 6.75762328e-02\n", - " 3.17508735e-01 1.73416509e-01 8.98246874e-03 1.97043978e-01\n", - " 2.70841012e-01 4.03515173e-01 2.69208860e-02 5.06164927e-01\n", - " 4.22286302e-01 -4.47950607e-01 4.02372963e-01 1.04814307e-01\n", - " 1.05671753e-01 -5.08023728e-01 -1.19670979e-01 -4.95713988e-01\n", - " 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-2.17125700e-01 1.35783029e-01\n", - " -8.93230406e-02 -1.80012822e-01 -2.65218337e-01 1.88610071e-01\n", - " 4.35727281e-01 -2.37337275e-01 -5.43141975e-05 -6.29284498e-01\n", - " -6.16965665e-02 4.70037613e-01 2.90838111e-01 -7.07203418e-02\n", - " -1.65197997e-02 2.32431636e-01 -2.59173134e-01 -4.75228539e-01\n", - " 4.10994596e-01 4.54437776e-01 -4.84688226e-02 2.55751180e-01\n", - " 1.13073583e-01 2.97365063e-01 -3.21251547e-01 -1.49166815e-01\n", - " 2.59918226e-01 2.66794776e-01 -7.53377817e-02 -1.44669168e-01\n", - " -1.77192423e-01 2.91581263e-01 -8.81725085e-04 2.91327257e-01\n", - " -1.06196392e-02 -6.49560716e-02 -1.40637158e-01 1.51580103e-01\n", - " 1.00477603e-01 -1.11294362e-01 4.08067575e-01 -4.79902598e-01\n", - " -5.32804466e-01 3.20164781e-01 -3.29108327e-01 1.72443252e-01\n", - " -1.26798076e-01 6.66291046e-02 -5.09190666e-01 3.37617138e-01\n", - " 2.10275109e-01 -4.44383785e-01 1.13373106e-01 -1.72347369e-01\n", - " -3.20640018e-01 -3.07277145e-01 -8.08659138e-03 -4.39120922e-02\n", - " -3.59081903e-01 5.41263940e-01 1.09294953e-01 -2.24767777e-01\n", - " -2.74104920e-01 -4.90907508e-01 3.15899278e-01 1.68199478e-01\n", - " 4.25376954e-01 -1.69133381e-01 1.26618447e-01 -4.12192081e-01\n", - " -5.15084398e-02 -2.74536077e-01 -1.41819760e-01 5.33813975e-01\n", - " 1.99366444e-01 2.27249070e-01 4.79397054e-01 5.89844484e-05\n", - " 3.69576867e-02 -2.80343072e-01 4.04987601e-01 -1.92630740e-01\n", - " -3.25934006e-02 -3.60694621e-02 -9.15579191e-03 2.03596589e-01\n", - " 2.21979030e-01 -1.72218659e-01 -1.71294601e-01 2.01169475e-01\n", - " 2.51860343e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", - " -2.59791974e-01 2.44491648e-01 -6.15047486e-01 2.32536039e-01\n", - " -2.22251264e-01 -2.75015978e-01 4.24332834e-02 6.93559676e-02\n", - " -3.14343380e-01 -3.17186023e-01 3.66805243e-01 4.35436847e-01\n", - " 3.64999399e-01 5.21674957e-01 -1.09780796e-01 6.89130287e-02\n", - " 1.71711468e-01 2.84271190e-01 -2.61131575e-01 -1.85419220e-01\n", - " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", - " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", - " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 1.18880604e-01\n", - " 4.07569854e-01 -6.81787137e-01 1.51448017e-01 1.92799165e-01\n", - " -5.36218516e-02 3.94301712e-02 -3.65260741e-02 1.51585816e-02\n", - " 2.47051692e-01 1.57805245e-01 8.69978425e-01 1.50474125e-01\n", - " 4.47281140e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", - " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", - " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", - " 2.85040776e-01 3.61266601e-01 2.66090586e-01 8.34683104e-03\n", - " -3.63512642e-01 5.53708965e-01 -2.58505495e-01 8.81540401e-02\n", - " -5.42109493e-01 4.12258734e-01 3.14216105e-01 5.12472600e-01\n", - " 1.30278866e-01 -3.49224746e-01 2.50176959e-01 1.26971845e-01\n", - " -4.68310967e-01 1.24310377e-01 8.30235627e-02 2.55160227e-01\n", - " 3.91974675e-01 6.60360475e-02 2.13747953e-01 -3.99561572e-01\n", - " -6.92255788e-01 -1.63728374e-01 -2.97647517e-01 2.47068833e-01\n", - " 3.03471616e-01 -2.64852749e-01 8.85174463e-02 1.45715178e-01\n", - " 3.98430772e-01 4.33591824e-01 4.52333178e-01 -1.48419932e-01\n", - " -2.19191275e-01 3.43360432e-01 -1.31421654e-01 -1.49166803e-01\n", - " -1.92958706e-01 1.15474126e-01 6.01020545e-01 3.18672384e-01\n", - " 1.14239570e-01 -6.82628325e-01 -2.01464524e-02 1.17934940e-01\n", - " 5.20799015e-02 -1.13942098e+00 -5.63030219e-02 -4.18572846e-02\n", - " -1.19843045e-01 3.63728272e-01 -1.32498725e-01 -5.16175287e-01\n", - " -2.08620502e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", - " -4.72948073e-02 -1.10361259e-02 5.30783135e-01 1.55113670e-01\n", - " 1.43326133e-01 -1.71056053e-01 -1.22872076e-01 2.81384844e-02\n", - " -6.17441379e-02 2.07384936e-02 -2.68485521e-01 4.45247850e-01\n", - " -6.19279247e-01 -4.69556275e-01 4.86223519e-01 2.39302038e-01\n", - " 2.33997552e-01 4.45484672e-01 -2.64225472e-01 2.22683996e-01\n", - " 3.83943560e-01 -2.32054052e-02 2.61769392e-01 9.53702369e-02\n", - " 1.15801699e-01 2.62527831e-01 5.33537373e-01 3.36616618e-01\n", - " 3.86966321e-01 5.98052266e-01 -1.44101762e-01 2.10181097e-01\n", - " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", - " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", - " -6.48773592e-01 -1.79526154e-01 -5.57228790e-01 2.79462845e-01\n", - " -3.94914597e-03 -2.63385536e-01 8.29324204e-01 2.37231522e-01\n", - " -3.00912693e-01 -4.20259697e-01 1.54961282e-01 2.32178988e-01\n", - " 5.93353305e-02 -4.80078810e-01 1.07422990e-01 -4.36701546e-01\n", - " 4.13344377e-01 -1.58888932e-01 -3.59229758e-01 1.92005679e-01\n", - " 5.30034150e-01 1.84776971e-01 -6.35698459e-01 -3.47494183e-01\n", - " 5.34225310e-01 2.43435223e-01 -2.83676563e-01 -1.30874481e-01\n", - " 9.46973462e-02 -1.88493048e-02 5.11022267e-02 -2.72804223e-01\n", - " -3.71239525e-01 4.94806703e-02 -8.84129604e-02 3.43759434e-01\n", - " -3.92417402e-01 2.97974353e-01 -1.02761075e-01 -2.38287635e-01\n", - " -1.13685275e-01 -1.27049356e-01 -4.40224282e-01 3.87510820e-01\n", - " -1.68653818e-02 4.49051852e-01 3.09895989e-02 3.85612333e-01\n", - " -5.79324259e-01 -5.60514154e-01 6.66893407e-02 -3.46694500e-01\n", - " 3.60311484e-01 5.01229527e-01 -1.73918874e-01 -2.08270675e-03\n", - " -8.26184074e-01 -3.12989690e-02 -4.43385814e-02 3.86676960e-01\n", - " -5.02726612e-01 7.02721924e-02 2.15791283e-01 8.34947263e-01\n", - " -1.29450525e-01 2.84363258e-01 -1.72157576e-01 -4.75289657e-01\n", - " -3.99899556e-02 2.85052401e-01 4.00064410e-01 2.64690433e-01\n", - " 2.88702001e-01 5.18483573e-01 2.31732992e-01 4.44016533e-04\n", - " -1.12145639e-02 2.82768153e-01 -3.13070992e-01 -2.02829395e-02\n", - " 3.78878204e-01 -4.10482925e-01 -4.90912408e-01 1.88549415e-01\n", - " 8.90452635e-03 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", - " 3.27943543e-01 4.72754813e-01 5.26447239e-02 1.55302029e-01\n", - " 5.27695197e-01 3.45805666e-01 -3.39501383e-01 -3.14519208e-01\n", - " 5.66649855e-01 1.66969524e-01 -5.75334459e-02 -2.96172387e-02\n", - " 2.21192724e-01 -1.84772811e-01 5.22038995e-03 -2.29602658e-01\n", - " 6.60662368e-02 -2.83020146e-02 -2.03033035e-01 -3.73395307e-01\n", - " -6.28760588e-01 -2.38386847e-01 -4.55686541e-03 4.38873624e-01\n", - " -4.75834883e-02 -3.32695498e-01 1.77603802e-01 -1.93081677e-01\n", - " 1.97832726e-01 2.64282618e-01 1.94827335e-01 1.03604566e-01\n", - " -8.12307426e-02 2.64906022e-01 -1.18179006e-01 -2.28505654e-01\n", - " -3.73452490e-01 -3.53983599e-01 1.77091364e-02 2.20917979e-01\n", - " 2.29760530e-01 4.22849655e-01 -9.65144916e-03 -5.04497049e-02\n", - " 3.64099114e-01 2.61015508e-01 1.58992961e-01 -2.43341499e-01\n", - " 1.46488575e-02 4.96634900e-02]\n", - "Found 2760 total galaxies in catalog for cluster 52451\n", - "[ 0.051724 0.26272948 -0.05800188 ... -0.24798929 -0.0441815\n", - " 0.10740707]\n", - "Found 1560 total galaxies in catalog for cluster 51057\n", - "[-0.42657209 -0.08416496 -0.398256 ... 0.13367647 0.25004617\n", - " 0.40571457]\n", - "Found 2515 total galaxies in catalog for cluster 14210\n", - "[ 0.12090656 0.73914921 0.42863059 ... -0.20407521 -0.23694872\n", - " -0.24344883]\n", - "Found 2800 total galaxies in catalog for cluster 33410\n", - "[ 0.22385079 0.77667939 0.37042423 ... -0.40452767 -0.14521263\n", - " -0.37206719]\n", - "Found 3542 total galaxies in catalog for cluster 78132\n", - "[ 0.08261277 0.61983545 0.10814323 ... 0.08179974 -0.33159586\n", - " -0.26750286]\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", - "Using single 2D shear calibration!\n", - "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 168710\n", - "Collecting data for cluster 0\n", - "Found 2416 total galaxies in catalog for cluster 11\n", - "[-0.01460278 -0.01207189 -0.40514439 ... 0.3374269 -0.21345346\n", - " -0.00186678]\n", - "Found 1982 total galaxies in catalog for cluster 827\n", - "[-0.51955674 0.09179214 -0.53170309 ... -0.31964246 -0.42943527\n", - " -0.18791063]\n", - "Found 1929 total galaxies in catalog for cluster 1985\n", - "[ 0.07294564 -0.52685466 0.3145825 ... -0.31951394 -0.54623969\n", - " -0.13255294]\n", - "Found 1887 total galaxies in catalog for cluster 1632\n", - "[-0.54855106 0.08365615 -0.52021912 ... -0.13972801 -0.11702557\n", - " -0.19418091]\n", - "Found 639 total galaxies in catalog for cluster 2453\n", - "[ 5.95243782e-02 -2.24517169e-01 4.28093691e-01 -1.61198201e-01\n", - " 3.71598826e-01 -7.87646007e-02 -2.18001445e-01 -1.55628589e-02\n", - " 8.65978634e-02 9.72118092e-02 1.53386672e-01 5.69204595e-01\n", - " -6.62255102e-01 -2.35652709e-01 5.40500288e-01 -1.85784323e-01\n", - " 3.93869510e-01 -7.12909807e-01 -4.44060972e-02 -8.95469837e-01\n", - " 3.14531500e-01 4.68797637e-01 3.76431214e-01 1.78777122e-02\n", - " -3.47209244e-01 1.71169997e-02 -3.53833528e-01 -4.86728064e-01\n", - " 2.03359983e-01 2.07500589e-02 4.90549214e-01 -2.28225645e-01\n", - " -2.25425388e-01 -4.21091220e-01 -4.80568970e-01 -2.12985893e-01\n", - " 1.03158230e+00 -3.75785998e-01 6.70483364e-01 2.17628732e-03\n", - " -9.21675342e-02 5.78289387e-01 -6.62151366e-01 -1.73100253e-01\n", - " 4.52822178e-01 1.30016692e-01 7.22911126e-02 1.26735874e-01\n", - " 1.24150960e-01 7.14803714e-02 -4.08975325e-01 -4.48550951e-01\n", - " 9.06216891e-02 2.31662975e-01 -2.59520100e-01 -1.52257441e-01\n", - " -9.05953049e-02 -1.50136051e-01 3.00660830e-01 -4.54347002e-01\n", - " -4.77975499e-01 9.58027118e-02 2.67157461e-01 5.76527539e-01\n", - " -3.37452226e-01 -1.10269458e-01 -4.43723778e-01 -5.68594586e-02\n", - " -2.97369737e-01 -7.65832346e-01 -1.86887862e-01 1.45036250e-03\n", - " 4.12283528e-01 -1.98542369e-01 -5.27030940e-01 -3.20624080e-01\n", - " -3.23214579e-01 -2.96161386e-02 3.53289652e-01 -2.15669480e-01\n", - " -2.67519068e-01 2.94147519e-01 -2.47719805e-01 1.54630224e-01\n", - " 3.89807674e-01 1.06782922e-02 2.97880523e-01 2.09877948e-01\n", - " 2.69367967e-01 6.05455260e-02 -2.59870423e-02 -2.44804182e-01\n", - " 2.40733384e-02 -3.93956502e-01 -2.56045091e-01 -4.44909393e-01\n", - " -6.51207717e-01 -1.41428561e-01 2.33471225e-01 -2.11766589e-01\n", - " 1.45625129e-01 4.30591963e-01 3.63005280e-01 4.62965111e-01\n", - " 1.51449104e-01 -1.08360919e-01 -1.83274128e-01 2.01634219e-01\n", - " -7.39479618e-02 -7.93490290e-02 -4.64739165e-01 4.32795164e-01\n", - " -8.09933233e-01 -2.49479528e-01 -1.93443097e-01 1.56674729e-02\n", - " -4.36687370e-01 -4.28505476e-01 -7.79638789e-01 2.13122111e-01\n", - " -1.29649146e-02 -2.42941955e-02 -2.62093348e-01 -1.24081664e-01\n", - " 1.66029964e-01 3.22288384e-01 1.09548345e-01 4.33416871e-01\n", - " -3.10955598e-01 -6.54700858e-01 -9.06752962e-02 8.35364626e-03\n", - " 5.77444835e-01 2.27592543e-01 -4.58817317e-02 9.30189034e-01\n", - " 2.38223018e-01 -1.13925247e-01 1.64629594e-01 2.89585625e-02\n", - " -5.97090454e-02 -7.14376088e-02 7.85370056e-01 1.65243760e-01\n", - " -4.68317288e-01 6.84191080e-02 1.47999951e-01 -2.49825517e-01\n", - " -1.26090311e-01 -6.70301053e-02 -5.21347761e-02 -2.64064851e-01\n", - " 6.72203041e-01 -4.01193890e-03 2.89008310e-01 -3.05398330e-01\n", - " -1.07238340e-01 -3.47666352e-01 -4.42742876e-01 2.31087848e-01\n", - " 1.10689660e+00 -4.19286465e-01 3.78945279e-01 1.51402570e-02\n", - " -8.80479453e-01 2.83635216e-01 -9.16239773e-02 2.83938541e-01\n", - " -2.35636905e-01 -2.63351190e-01 -2.53227142e-01 1.68507706e-01\n", - " 7.49043165e-02 5.47681547e-01 -1.07465873e-01 2.75647018e-01\n", - " -3.51334171e-01 3.63032410e-01 -1.98823228e-01 2.09474831e-01\n", - " -1.43894920e-01 4.79518473e-01 1.63615623e-01 -3.97272620e-01\n", - " -1.04426524e-01 4.49869213e-01 3.27740453e-01 -1.69502266e-01\n", - " -2.52424560e-01 4.66278610e-01 1.40277965e-01 7.16108777e-03\n", - " 4.85773066e-01 -3.40909820e-02 -6.76489356e-02 -1.69458546e-02\n", - " -2.84077529e-01 -2.23462721e-01 1.99028559e-02 -3.83663290e-01\n", - " 6.99659440e-04 3.22703155e-03 -4.17235329e-01 -3.88878234e-01\n", - " -1.55210179e-01 -2.70213149e-01 -5.11967582e-01 3.35721577e-02\n", - " -4.45855757e-01 -2.32419981e-01 -3.84948722e-01 9.90104397e-02\n", - " -3.27645609e-01 4.40727898e-03 -2.16219873e-01 -2.58523932e-02\n", - " 2.09848613e-01 -1.10230477e-01 5.83214585e-02 1.12156709e-01\n", - " -1.04559020e-01 1.16258187e-01 -4.11946865e-01 6.41485846e-01\n", - " 4.42203182e-01 4.52811148e-01 5.11072620e-03 4.17379778e-01\n", - " 5.88568322e-02 -4.78420096e-01 -2.56997057e-01 1.19725716e-01\n", - " -1.05278488e-01 3.51703009e-01 1.80058095e-01 2.85442153e-01\n", - " 4.44449607e-01 -3.49990140e-01 -2.66643220e-01 5.17376402e-01\n", - " -4.81182564e-01 -5.75523789e-02 4.88840746e-02 3.00597446e-01\n", - " 2.32847621e-01 3.85166464e-02 -3.35825823e-01 -1.89136201e-01\n", - " 3.13912569e-01 2.23115094e-01 3.46402109e-01 2.14212082e-01\n", - " 1.64338681e-01 -6.21885858e-01 -1.14589777e-01 4.16447220e-01\n", - " 1.99363336e-01 -5.60141004e-01 4.17650184e-02 1.44553263e-01\n", - " -8.75981181e-02 -4.67590979e-02 8.69563110e-02 8.15001779e-02\n", - " 3.81572742e-01 4.61040464e-01 -2.18404687e-01 2.12027290e-01\n", - " -1.29058391e-01 -1.47659166e-01 -1.24235474e-01 -7.80804918e-02\n", - " -2.25641163e-01 -3.82819701e-01 2.86425598e-01 -3.51165187e-01\n", - " -6.42570841e-01 5.66805768e-02 -3.41328283e-01 4.11462649e-01\n", - " -1.29374861e-01 1.67827055e-01 -3.10589712e-03 -2.53500026e-01\n", - " 3.28045798e-01 2.76528253e-01 3.15638372e-01 4.13072008e-01\n", - " 2.39891681e-01 1.77079009e-01 3.16230446e-01 2.14160966e-01\n", - " 3.57741706e-01 2.68725788e-01 8.74933473e-02 -3.88203993e-01\n", - " -5.43437750e-01 3.74703432e-01 -1.05296923e-01 -1.58144716e-01\n", - " 1.28411830e-01 1.18711317e-02 4.49635392e-01 -2.64410623e-01\n", - " -2.38146188e-01 -4.96921066e-02 2.34307885e-01 -9.29752698e-02\n", - " 3.75563083e-01 -9.87442666e-02 -2.31907318e-01 2.55549612e-01\n", - " 6.50416164e-02 -4.71897928e-01 7.91152354e-02 1.59879173e-01\n", - " 7.73485244e-03 -1.34500005e-01 -5.65152940e-01 -1.04036807e-01\n", - " -1.67369975e-02 6.18554246e-01 1.73965383e-01 -3.89919669e-01\n", - " -1.61320191e-01 -2.93299553e-01 -1.21118041e-01 -6.35990672e-01\n", - " 2.55384386e-01 -4.20814804e-01 -1.81092216e-01 -1.07210730e-01\n", - " 1.52030147e-01 3.57448167e-01 8.63144728e-01 -1.65841256e-01\n", - " 3.65569539e-01 2.60253392e-01 -3.70951658e-01 -1.52412214e-01\n", - " -2.79953982e-01 3.35004608e-01 3.30541711e-01 2.81787264e-01\n", - " 2.50589841e-01 2.32384324e-02 3.69673304e-01 -7.65199821e-02\n", - " 2.57079574e-01 -4.14819641e-01 7.56016991e-01 3.52207441e-01\n", - " 9.49973439e-02 5.58376521e-01 3.71208338e-02 -5.84985123e-02\n", - " -1.39115661e-01 -2.97096896e-02 -1.19881994e-01 4.31974649e-01\n", - " 9.23497376e-02 2.56661161e-01 -5.59696062e-02 -3.18313032e-01\n", - " -1.84966605e-02 2.91727316e-01 -2.69629485e-01 -4.34250182e-01\n", - " -2.30962213e-01 -2.54223705e-01 8.02814498e-02 -3.44330755e-01\n", - " -2.70380742e-01 7.85782599e-01 3.24539974e-01 -1.27237642e-01\n", - " 4.24416631e-01 -1.68106331e-01 -4.39481945e-02 -3.61658393e-01\n", - " 4.11891182e-02 6.76103321e-01 9.48803230e-02 2.89963018e-01\n", - " 4.26854983e-01 -1.50408880e-01 6.41749092e-01 4.52569572e-01\n", - " -4.27626763e-01 1.59502205e-01 1.53649528e-01 -7.06793274e-01\n", - " 3.85115366e-01 9.87038364e-02 4.37403458e-01 7.10853646e-02\n", - " 7.01954696e-01 4.47301021e-02 7.38439049e-02 -5.69436234e-02\n", - " -4.62593172e-01 -3.22162445e-01 8.22748617e-02 4.65620231e-01\n", - " 2.00903782e-01 4.38993527e-02 -3.57800623e-02 1.73265843e-01\n", - " 6.21640623e-01 1.61231869e-01 -1.67988900e-01 -1.13340674e-01\n", - " -5.99186853e-01 5.11929303e-01 -5.39138151e-01 8.08337256e-02\n", - " 1.39499121e-01 -4.47094495e-02 1.61253449e-01 6.93274514e-02\n", - " -2.35216754e-02 2.04086475e-01 -5.05650330e-01 3.32725620e-01\n", - " 2.93735239e-01 1.83131099e-01 4.20024183e-02 -3.78464250e-02\n", - " -3.03688311e-01 -3.55300954e-02 -2.52987448e-01 1.87915860e-01\n", - " 7.03066245e-01 1.76173809e-01 3.02358335e-01 1.12011375e-01\n", - " 6.75798417e-02 -2.39860568e-01 -6.05045813e-01 2.09306787e-02\n", - " -3.41211672e-01 1.98824551e-01 5.72732680e-01 -4.54642252e-01\n", - " 2.51339670e-01 -2.62334759e-01 2.87690979e-01 -1.38284973e-01\n", - " -3.96273525e-02 1.22293813e-01 4.64865170e-02 2.10344889e-01\n", - " -1.51757319e-01 2.24780397e-01 6.08795068e-01 2.78710147e-01\n", - " -5.80485006e-02 2.78688015e-01 2.42624688e-01 -6.34567956e-02\n", - " -2.49788065e-01 -8.13216802e-02 -6.24462239e-01 5.51577223e-02\n", - " -7.33737294e-02 2.85943960e-01 1.41461216e-01 -4.70993140e-01\n", - " -4.89416880e-01 7.92854209e-02 -6.54816927e-02 -7.69116820e-02\n", - " 4.15335869e-01 3.99540000e-02 3.40612694e-01 -2.31833269e-01\n", - " 1.77334972e-01 2.72460216e-02 4.43546588e-01 -4.95411604e-01\n", - " 7.48518162e-03 2.93432234e-01 4.74083676e-01 1.81516676e-01\n", - " -2.60559740e-01 4.13434724e-01 4.64364084e-01 2.47255911e-01\n", - " -2.11844305e-01 -1.55404009e-01 -1.50578689e-02 1.34134152e-02\n", - " -3.05503913e-01 -7.60625583e-02 4.79902042e-01 -2.30077810e-01\n", - " 5.71027592e-01 3.60814074e-01 2.61403770e-01 1.41347875e-01\n", - " -4.47434879e-01 -2.60019299e-01 3.93732643e-01 1.57759363e-01\n", - " -3.08202256e-02 2.04793988e-01 4.27661433e-01 -8.82472910e-02\n", - " 2.10549501e-01 -2.76974974e-01 -2.46663070e-01 -3.05782406e-01\n", - " 1.72415544e-02 4.20241051e-01 -5.00116423e-01 1.42057080e-01\n", - " 4.07752816e-01 -2.26000059e-01 1.14444859e-01 2.86689774e-01\n", - " -6.74657641e-01 5.91657460e-01 -2.27916061e-01 1.98189118e-01\n", - " 2.06797226e-01 -5.96177269e-01 -5.99739658e-02 -3.03796689e-01\n", - " 1.83218567e-02 -7.10071309e-02 2.11235020e-01 6.15115757e-02\n", - " 4.92547578e-01 -2.20364786e-01 -6.08257232e-02 3.43330796e-01\n", - " 9.91202930e-02 6.25850509e-01 2.84420867e-01 -2.32654912e-02\n", - " 1.77854846e-01 2.44079669e-01 -1.96084338e-01 -8.64727440e-02\n", - " 4.39772478e-01 1.25705273e-01 4.92925008e-01 -4.50841382e-01\n", - " 4.46562452e-01 -4.14843117e-01 -2.01558826e-01 2.35862973e-01\n", - " 2.62822735e-01 1.62887990e-01 -7.38713113e-01 2.40996183e-01\n", - " 5.08946118e-01 5.78997263e-01 -1.52274713e-01 -1.82664158e-01\n", - " 7.87328849e-03 -5.51176006e-01 -2.76971095e-01 -5.19898507e-01\n", - " 4.39050543e-01 1.14072382e-01 4.36420022e-01 -4.30530243e-01\n", - " 7.61448665e-01 -4.59547256e-01 -1.70937514e-01 7.83489691e-02\n", - " -7.12219846e-02 4.71360113e-01 3.34809120e-02 1.46364265e-01\n", - " 2.03348928e-01 4.89473313e-01 -8.15638432e-02 -5.03744617e-01\n", - " 3.86328898e-02 2.45344988e-01 5.17754627e-01 1.98290576e-01\n", - " 4.12749056e-03 -2.14509329e-01 6.54357654e-02 -5.09784689e-02\n", - " -3.43008830e-01 -2.52102068e-01 3.17243718e-01 -6.57300972e-02\n", - " -4.23232929e-01 -5.37388705e-01 -3.15291639e-02 1.84396758e-01\n", - " -1.15166786e-01 3.72480174e-01 3.07930666e-01 4.54629141e-02\n", - " -1.61094216e-01 1.06249982e-01 -4.73837740e-02 -2.61939957e-01\n", - " -6.40294294e-01 2.12821812e-01 -5.71815912e-02 7.06005885e-01\n", - " -6.44853137e-02 5.42775367e-01 5.11306500e-01 1.45984214e-02\n", - " -8.49897991e-03 -3.15747638e-01 -2.58785157e-01 -5.20884756e-02\n", - " 2.03137185e-01 -2.72054206e-01 3.27087877e-01 3.63773814e-01\n", - " -6.65726550e-02 2.03472210e-01 -2.72351636e-02 -1.13323813e-01\n", - " -4.17959427e-01 1.75098900e-01 -3.03326834e-01 4.87888043e-02\n", - " 4.96962770e-02 -3.03628969e-01 -2.64000230e-01 9.18045217e-02\n", - " -3.24067443e-01 -1.45608200e-02 -3.55785337e-02 3.14724575e-01\n", - " -3.41335037e-02 6.82840306e-02 1.36638288e-01]\n", - "Found 3068 total galaxies in catalog for cluster 2678\n", - "[-0.25879227 0.69326905 0.02093781 ... 0.21458582 0.0433305\n", - " 0.13221218]\n", - "Found 722 total galaxies in catalog for cluster 4643\n", - "[-3.81844324e-01 -1.17634142e-01 -2.92530220e-01 2.87351256e-01\n", - " -9.61865215e-01 1.57932114e-01 1.37976366e-01 -6.10319267e-02\n", - " -4.97906313e-01 8.87686161e-02 -4.25565420e-01 -1.65611647e-01\n", - " 1.59914600e-01 4.29808115e-01 2.27499155e-03 3.64005181e-01\n", - " -9.05989519e-02 -3.43928028e-01 3.52819538e-02 4.03907100e-01\n", - " 2.74509589e-01 -2.58717193e-01 -1.01606030e-01 -4.72195204e-01\n", - " -1.57843090e-01 -1.93393070e-01 -5.65583532e-01 3.16367915e-01\n", - " -2.48658908e-01 5.68236117e-01 -1.86431444e-01 -2.02090418e-01\n", - " -2.06679395e-01 5.64538235e-01 -2.02322682e-01 3.72498918e-01\n", - " -3.18367069e-02 -1.14268916e-01 -4.10170480e-01 -7.42685082e-02\n", - " 9.96801156e-02 -1.65733354e-01 2.90471039e-01 8.71152441e-02\n", - " -5.03766002e-01 4.78550488e-02 2.96119603e-01 1.60442261e-01\n", - " 3.75413463e-01 -3.53132160e-01 3.68366438e-01 -1.56973653e-01\n", - " 3.54280413e-02 2.90028013e-01 -2.66792397e-01 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3.18236971e-01 -2.29038947e-01\n", - " 9.35870372e-02 -2.11721720e-02 1.50770587e-02 -1.24653419e-01\n", - " 2.64054117e-01 1.50793455e-01 1.59675139e-01 -1.48132411e-01\n", - " 4.86445304e-01 -2.25879185e-01 2.44351369e-01 -2.74375877e-01\n", - " 1.75477176e-01 -2.03156794e-02 -5.02443400e-01 -2.96231024e-01\n", - " -5.94772689e-01 -3.13772026e-01 4.62749519e-02 -1.65787091e-01\n", - " -1.41506210e-01 -3.21638433e-01 -5.20400433e-01 2.40482971e-01\n", - " -2.64025797e-01 4.07325649e-01 -2.88428108e-01 2.59700860e-02\n", - " 8.58373310e-03 -6.12338273e-02 -1.98365072e-01 2.24250254e-01\n", - " -1.75558497e-01 -5.11159601e-02 5.04122937e-01 -3.28368152e-01\n", - " -7.72363157e-02 1.26495332e-01 4.95837150e-01 3.14731467e-01\n", - " -2.86477546e-01 3.54457545e-01 -2.16639575e-01 -5.66817643e-02\n", - " 2.90210597e-02 -6.78298413e-02 -4.00004274e-01 -2.24954800e-01\n", - " -5.68444443e-02 8.66065533e-03 4.32820248e-01 5.78882706e-01\n", - " -1.62658218e-01 2.30774143e-01 5.52120717e-02 -1.33415806e-02\n", - " -3.82976611e-01 7.74596190e-03 -1.50126423e-01 -1.53057995e-02\n", - " 1.19485052e-01 1.26420607e-01 -9.48823744e-02 -7.00802169e-03\n", - " -3.45101660e-01 1.24266075e-01 -3.32684556e-01 8.14443321e-03\n", - " -9.39448364e-02 1.91525349e-01 1.79214225e-02 3.80391562e-01\n", - " -1.60130394e-01 3.58284843e-01 -4.04061258e-01 4.18506325e-01\n", - " -9.26822491e-02 -3.88513223e-01 8.71169496e-02 -4.79728871e-02\n", - " -3.88353114e-02 -1.96470414e-01 -7.44572035e-01 -3.85189994e-01\n", - " 3.30118235e-01 -1.27692584e-01 1.23209746e-01 -2.62825263e-01\n", - " 4.92631768e-01 3.02793530e-01 1.53007482e-01 8.25555461e-01\n", - " -9.37571448e-03 1.33362344e-02 -1.77651033e-01 1.82004429e-01\n", - " -1.40354633e-01 -2.98102234e-01 2.27250469e-01 5.09591291e-01\n", - " 2.43120791e-01 -3.85374322e-01 -5.89206183e-02 -1.65889956e-01\n", - " -4.74419266e-01 1.19737138e-01 -3.27282949e-01 1.74181623e-01\n", - " -2.81452513e-01 -3.34073460e-01 5.02226430e-01 2.69583975e-01\n", - " -1.15679473e-01 1.00044964e-01 3.72588062e-01 -4.26085078e-01\n", - " -2.89324093e-01 1.41413128e-01 -2.34555763e-02 1.64843724e-01\n", - " -4.95995662e-01 -1.30100130e-02 4.86070586e-02 -4.10338022e-01\n", - " 1.85575618e-01 1.89994785e-01 6.97229117e-02 1.62039761e-01\n", - " -1.59531186e-01 -8.54062326e-02 -4.31307547e-02 -2.22116462e-01\n", - " -2.43484050e-02 -3.18309434e-01 -2.37533107e-01 4.19614705e-01\n", - " -6.52452116e-02 -3.54561759e-01 2.72325283e-01 -2.94689339e-02\n", - " 6.06841939e-01 1.06295808e-01 -1.72452393e-01 2.66395680e-01\n", - " 3.79393460e-01 1.22367620e-01 -3.64328263e-01 -1.86027141e-01\n", - " -2.96952437e-01 1.65096521e-01 3.01524345e-01 -1.49498097e-01\n", - " 3.22990199e-01 4.98643657e-01 -1.17356023e-01 -2.20898211e-01\n", - " 2.90935173e-02 -3.73735917e-01 -1.05857134e-01 -1.21802691e-01\n", - " 2.83299984e-01 -5.01075979e-02 6.64660049e-01 2.86312192e-01\n", - " 3.08845599e-01 3.63306702e-01 3.16697765e-02 2.17890980e-01\n", - " 2.19476683e-01 5.59732259e-02 -1.62351541e-01 -1.78523780e-01\n", - " 3.10325595e-01 2.06374584e-01 1.94008477e-01 5.47354740e-01\n", - " 2.59206770e-01 2.34291462e-01 9.54150309e-02 3.98357934e-01\n", - " -5.04935459e-01 7.56406934e-01 8.11115584e-01 -7.89173951e-02\n", - " -6.31495183e-02 -9.04813609e-02 -1.30187084e-01 4.54413759e-01\n", - " 3.54321327e-01 -2.94900428e-01 -7.37407591e-02 -6.03091623e-02\n", - " -2.18706143e-01 6.19241526e-02 9.71041481e-02 1.95643949e-01\n", - " -9.19317069e-02 -3.09965683e-01 -6.84235380e-02 1.09368768e-01\n", - " -2.47213310e-01 2.22669220e-01 5.86894628e-01 2.69597156e-02\n", - " -2.85624786e-01 -1.07046921e-02 -3.61791195e-01 3.63266476e-01\n", - " 4.71556553e-01 6.56906131e-01 -2.87997360e-02 -1.75965172e-01\n", - " -1.91526270e-01 3.98864225e-01 -4.32859038e-01 4.46548936e-01\n", - " 3.25860715e-01 3.43915660e-01 1.72039595e-01 -8.44341581e-01\n", - " 1.22775664e-01 -2.46151629e-01 -4.28675469e-01 8.83084969e-02\n", - " 2.99311204e-01 4.43765606e-02 3.35693149e-01 1.95089322e-01\n", - " 8.75402599e-02 4.35476145e-01 -2.92600702e-01 -2.03239956e-01\n", - " 3.03324592e-02 8.22939342e-02 -1.55410512e-01 -5.06540201e-01\n", - " 2.45705833e-01 2.44692776e-01 -1.64771734e-01 -2.93105616e-01\n", - " -2.31663700e-01 3.17958981e-01 -5.14977362e-01 7.78804752e-02\n", - " -1.74048100e-01 1.12498077e-01 -1.66966320e-01 -1.10362112e-01\n", - " -5.66515836e-01 -4.79563590e-01 2.20467024e-01 -5.74086727e-01\n", - " -5.64840305e-01 -3.95843832e-01 1.71628834e-02 -7.37527077e-02\n", - " -3.24221424e-01 8.14887238e-02 -3.37306539e-01 -1.67336154e-02\n", - " 2.31640852e-01 3.64651304e-01 -5.09387957e-01 -6.91565333e-02\n", - " 1.23363810e-01 1.99247871e-01 3.33685027e-02 1.22738595e-01\n", - " 3.89136389e-01 -2.53140816e-01 1.22968633e-01 -4.85807817e-02\n", - " -5.05652537e-01 -8.70272184e-02 4.70462238e-01 3.20765510e-02\n", - " 4.12598988e-01 2.23674191e-01 -2.42911523e-02 1.04961146e-01\n", - " -4.86761355e-01 4.35851108e-02 -4.99384874e-01 -9.29844684e-02\n", - " 3.38150476e-01 3.37828328e-01 -1.47670107e-01 5.00716734e-01\n", - " 2.16626913e-01 -7.56054847e-03 -1.82236935e-02 -8.68019937e-01\n", - " -8.62351002e-02 -1.63355964e-01 9.66237119e-02 -8.55064784e-01\n", - " 6.80856336e-02 4.98819024e-02 2.28231407e-01 6.79069581e-01\n", - " 4.00675194e-01 -1.32556448e-01 -2.17039053e-02 3.40694365e-01\n", - " -1.22026868e-01 2.72743222e-01 3.41570932e-02 -2.78313254e-01\n", - " -2.66584054e-02 -6.17996845e-01 -2.93685992e-01 -4.01207884e-01\n", - " 3.34600773e-01 -4.23086881e-01 -3.09167095e-01 -2.95493029e-01\n", - " 3.96064784e-01 -7.02260324e-01 -2.10723794e-01 -3.05817123e-01\n", - " -3.33097902e-01 -2.93398115e-02 2.11096252e-01 1.95365983e-01\n", - " -2.72084158e-01 3.29627588e-02 -1.62730468e-01 1.65564738e-01\n", - " 4.27817988e-02 4.46637377e-01 3.56673055e-01 1.41319908e-01\n", - " -6.59955767e-01 2.64792088e-01 -3.70811928e-01 -9.82108900e-02\n", - " 1.53629859e-01 1.86784647e-02 -4.66102164e-01 -3.42084707e-01\n", - " 6.12550719e-01 8.64097479e-02 -2.53572377e-01 8.96133110e-02\n", - " -1.07944930e-01 2.28534719e-01 -1.75694487e-01 -3.11265226e-01\n", - " 3.18320971e-02 -4.76115636e-01 4.49624040e-01 -5.24272970e-01\n", - " -4.32939411e-01 1.83661254e-01 8.70832576e-01 -1.21523594e-01\n", - " 3.49746796e-02 -1.07362789e-01 -5.41643460e-01 1.50333067e-01\n", - " 4.69226005e-01 2.01716242e-01 3.06600915e-01 3.39067266e-01\n", - " -5.21127717e-01 3.42620685e-01 -4.38106797e-01 -2.95561834e-01\n", - " -5.67481101e-01 3.11749536e-01 -2.15315044e-01 -4.69589221e-01\n", - " 2.36895601e-01 5.46269323e-01 5.83950366e-02 3.90248368e-01\n", - " -1.76948776e-01 -2.01423130e-01 4.52809158e-01 -6.32432766e-01\n", - " 4.57159147e-02 4.67941443e-02 4.01435170e-02 2.01023062e-01\n", - " -8.75127446e-02 2.28943409e-01 3.15308981e-01 -4.27012212e-01\n", - " -1.28744443e-01 -3.54745291e-01 1.58954242e-01 2.33035542e-01\n", - " -3.16443446e-01 -2.36668057e-02 -2.25437306e-01 -1.55679904e-03\n", - " -3.34967786e-01 -5.22693718e-01 -5.81447327e-02 1.89153417e-03\n", - " 1.53123356e-01 -1.93543004e-01 -2.23016716e-02 -4.55809801e-01\n", - " 5.57738811e-01 2.12742531e-01 2.39986600e-01 -2.12064350e-01\n", - " 2.74772041e-01 -1.29999266e-01 2.92584049e-02 1.14570415e-01\n", - " -3.97329124e-01 2.92562858e-02 -1.46949289e-01 -3.59369178e-01\n", - " -3.01473475e-01 -2.21344492e-01 2.47764559e-01 7.74206217e-02\n", - " -1.59043429e-01 2.79724854e-01 -6.34947874e-01 2.25959963e-01\n", - " 1.29590896e-01 6.48299450e-02 7.53926417e-02 2.00739827e-01\n", - " 4.84822932e-01 2.52758976e-01 -1.53739086e-01 -3.12693854e-01\n", - " -1.60307345e-01 2.29505677e-01 1.98953335e-01 2.26363591e-01\n", - " -3.37742483e-01 5.01712382e-02 3.14229551e-01 1.71197264e-01\n", - " 3.87369089e-01 -5.97297044e-01 1.43368998e-01 -1.87773325e-02\n", - " 1.03177306e+00 -3.39473672e-01 -8.10308958e-03 -4.72839944e-03\n", - " 1.34105014e-01 -1.61584950e-01 2.22852001e-01 2.99274008e-01\n", - " -1.11745272e-01 2.31408793e-01 -5.05500023e-01 8.14705064e-02\n", - " -2.64636715e-01 1.55446973e-01 2.77898450e-01 1.69333101e-01\n", - " 2.64377634e-01 7.73448674e-01 8.06164916e-03 2.65521542e-01\n", - " -3.82340331e-01 2.09616406e-01 1.05678976e-01 -3.08043466e-01\n", - " 2.63740368e-01 1.17639993e-01 2.50133847e-01 3.00734312e-01\n", - " -1.80473429e-01 2.55732430e-01 7.89663324e-02 -6.10008912e-01\n", - " 1.37428205e-02 9.59713242e-02 -3.53026789e-01 1.35876771e-02\n", - " -1.37617792e-01 -5.69160299e-01 -1.41001570e-01 1.31351362e-02\n", - " 2.58681941e-01 4.99869884e-01 -3.66246177e-01 3.78839913e-01\n", - " -3.20631354e-01 3.43712298e-01 2.66614991e-01 -2.11933047e-01\n", - " 9.17752323e-03 -4.08933914e-02]\n", - "Found 244 total galaxies in catalog for cluster 5084\n", - "[-0.48951396 -0.10786495 0.02925909 0.49552087 -0.22262144 -0.06131396\n", - " 0.16084373 -0.08160209 -0.02407015 0.26371478 0.29063845 -0.52354507\n", - " -0.39411949 -0.03131033 0.16393547 -0.3014956 0.00104065 -0.01048369\n", - " 0.57318467 -0.4900417 -0.13077491 0.26681713 0.16404039 -0.2019248\n", - " -0.32384929 -0.38268115 -0.23924339 0.35473335 -0.42469539 0.37430052\n", - " -0.37316123 -0.21373107 0.50459644 -0.54498798 -0.39347974 -0.51905319\n", - " -0.45487751 -0.06184358 -0.43746326 0.01097093 0.68521255 0.11697119\n", - " 0.10872826 -0.36214184 0.1930822 0.57175166 -0.72687551 -0.11625608\n", - " -0.20950556 0.01689115 0.07247757 0.06163891 0.17316671 -0.47180779\n", - " -0.317638 -0.4079802 0.46000147 -0.3892562 -0.30435657 0.10338204\n", - " 0.04464357 0.24014853 0.08450704 0.13344682 -0.21922257 0.26081493\n", - " -0.40033119 -0.20279663 -0.16401569 -0.27508616 0.3050529 0.31006794\n", - " -0.21256202 0.0274165 -0.40599737 -0.37696513 0.24597483 0.2746117\n", - " 0.41662523 0.30992985 -0.42518026 -0.05615207 -0.2201106 1.0115565\n", - " -0.24995208 -0.31832944 -0.40617783 -0.4752113 0.87321555 -0.05244465\n", - " 0.17541383 -0.38769728 -0.09163558 -0.25382898 0.13799749 0.12554849\n", - " 0.01621385 0.07024844 -0.02296347 0.34128926 0.46460054 0.34689314\n", - " -0.05312815 0.05805967 -0.28435786 -0.26030911 0.438758 0.51413226\n", - " -0.71968987 -0.69877648 -0.75088743 0.0675916 -0.04790055 -0.27862529\n", - " -0.21658376 0.32088634 -0.35681938 -0.31384204 -0.60722438 0.04110688\n", - " 0.35485296 0.26800037 0.06390775 0.17838933 0.27237119 -0.04720464\n", - " -0.42220213 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367\n", - " -0.14658378 -0.03848797 0.04955587 0.04373689 0.28055206 0.01269991\n", - " -0.091537 -0.17755646 0.13514935 0.37187375 0.15063859 -0.24692329\n", - " -0.05429957 0.07335799 -0.2765225 0.19485024 -0.0310186 0.51189477\n", - " 0.29006985 0.24378683 -0.41793889 -0.24884954 0.16076563 0.37873824\n", - " 0.48907553 0.09414031 0.65084578 -0.51449183 0.19677627 0.38128156\n", - " 0.1791412 -0.11890563 0.15708258 -0.09354228 0.02577365 -0.27037179\n", - " -0.01821258 0.03915999 -0.19849972 -0.49737552 0.69821255 0.13293896\n", - " -0.25705269 -0.07458207 0.23196386 -0.21974918 -0.25866125 -0.4251706\n", - " 0.12123243 -0.25457987 0.17106763 0.37432777 -0.21597183 0.09319087\n", - " -0.16037856 -0.30251945 0.17145902 0.10823114 -0.20979835 0.07236027\n", - " 0.08551859 -0.14013194 0.16176409 0.30954613 -0.34515018 0.48631061\n", - " 0.37874493 0.21191433 0.30971792 0.07156404 -0.22000536 0.18623378\n", - " -0.54370472 -0.08572594 -0.16493445 0.71086425 -0.50900657 0.03133969\n", - " -0.09985616 0.23120404 0.0070221 0.14213438 -0.3261997 0.61720225\n", - " 0.64259625 0.47327695 -0.29706602 -0.20338964 -0.03494114 -0.12615839\n", - " 0.67676526 -0.1081142 -0.04032914 0.44219701 -0.21692147 0.52979473\n", - " -0.0109586 -0.40119623 0.0897985 -0.65151537 -0.16360689 -0.39742472\n", - " 0.4458309 -0.26375664 0.21953887 -0.15782198 0.38856698 -0.11167347\n", - " 0.06471646 0.36637244 -0.33498803 0.43694039]\n", - "Found 1803 total galaxies in catalog for cluster 4434\n", - "[-0.18883389 -0.36884951 -0.189012 ... 0.17916465 0.55962641\n", - " -0.33323614]\n", - "Found 1408 total galaxies in catalog for cluster 3939\n", - "[ 0.32039181 -0.41414527 -0.16180593 ... -0.29926219 0.00677803\n", - " -0.02715269]\n", - "Found 4123 total galaxies in catalog for cluster 6139\n", - "[-0.18902135 0.44757871 -0.03308959 ... 0.31483091 0.24056515\n", - " 0.17788326]\n", - "Found 1196 total galaxies in catalog for cluster 4709\n", - "[ 0.30413903 0.41663644 -0.3593679 ... -0.13718509 -0.05748262\n", - " -0.23447674]\n", - "Found 3401 total galaxies in catalog for cluster 7121\n", - "[-0.12435947 -0.18493945 -0.06769656 ... -0.22040537 -0.09708966\n", - " -0.19040646]\n", - "Found 2874 total galaxies in catalog for cluster 8547\n", - "[ 0.04876876 -0.35590164 -0.07265433 ... -0.27130923 -0.07954555\n", - " -0.13924719]\n", - "Found 448 total galaxies in catalog for cluster 8685\n", - "[-5.39507936e-01 4.83586353e-01 -3.50808691e-01 -5.49264526e-02\n", - " -1.72225424e-01 -2.31767436e-01 6.48138830e-02 5.82010144e-02\n", - " 1.50848697e-01 -3.27461857e-01 3.25989761e-02 1.23231230e-02\n", - " -9.84235386e-02 1.12752446e-01 -2.61878867e-01 1.49798126e-01\n", - " 8.08289400e-02 2.47624472e-02 -9.33985978e-04 4.10950695e-01\n", - " 2.70709026e-02 6.02852795e-01 2.52989254e-02 1.58462322e-01\n", - " -3.69249668e-02 1.86538291e-01 1.59501716e-01 -2.22123603e-01\n", - " -1.37779988e-01 3.51829993e-01 -3.41145860e-01 7.77980876e-02\n", - " -2.66255771e-01 6.87404117e-01 -5.31099462e-01 -8.85696703e-02\n", - " -1.08362038e+00 2.73141803e-01 -1.13999056e-02 1.32852185e-01\n", - " 3.75798185e-01 -3.38821046e-01 -4.71900763e-01 -2.52726615e-01\n", - " -3.51768943e-01 3.96746905e-01 2.83674236e-01 -1.37584299e-01\n", - " -3.13989436e-01 -3.68974863e-03 6.21124824e-01 2.70728562e-01\n", - " -4.23789974e-01 8.49493124e-01 7.12367993e-02 5.31510145e-01\n", - " -3.92481116e-01 1.74505502e-01 -5.02839652e-01 -7.35349879e-01\n", - " 2.80838758e-01 -7.01589381e-02 -6.46657110e-03 -1.34123659e-01\n", - " -6.16827239e-01 -6.73632749e-01 -3.47912171e-02 -1.69351622e-02\n", - " 1.61840355e-01 -7.38107298e-03 -2.88949295e-01 -9.92187528e-02\n", - " 1.60615594e-01 -2.48755053e-01 -4.02863579e-01 -2.59224125e-02\n", - " 3.35411461e-02 1.02678919e+00 7.81495394e-01 4.07120166e-01\n", - " 6.50789583e-01 2.58617993e-02 3.58786333e-01 2.77706284e-01\n", - " -3.32669409e-01 7.58644585e-01 -1.82477765e-01 -4.38175962e-02\n", - " -5.53103301e-02 -4.88891285e-01 -7.43078621e-02 -2.68480550e-01\n", - " 3.45869974e-01 2.90942286e-01 5.32183808e-02 6.71672452e-02\n", - " -4.23781677e-01 5.71938411e-01 3.95381122e-01 -4.34714218e-01\n", - " -3.16357819e-01 4.57925379e-02 -3.15000018e-01 7.15101892e-02\n", - " 3.01261406e-01 -5.48090122e-03 -4.06102286e-01 -1.17887460e-01\n", - " 3.69302961e-01 7.29128890e-02 -8.08916505e-02 5.69842486e-01\n", - " -6.11685069e-02 -6.78289520e-02 -2.53992890e-01 -7.48527754e-02\n", - " 1.49957498e-01 6.46878218e-01 7.24031710e-01 8.46805770e-02\n", - " 2.47187202e-02 -5.83212039e-01 1.15184542e-02 -2.98711071e-02\n", - " 3.53848924e-01 2.49322375e-01 3.33586101e-01 1.48470204e-01\n", - " 4.82096545e-02 -1.40703435e-01 4.95015664e-01 7.85901068e-02\n", - " 1.22003466e-01 2.48400283e-01 2.15681173e-01 3.79182186e-02\n", - " -2.67394151e-01 -6.03513810e-02 1.11571790e-01 -6.40308507e-02\n", - " -3.86044370e-01 5.18691903e-02 -8.83802290e-01 -2.10239138e-01\n", - " -5.00473254e-01 -2.94023498e-01 -8.75066505e-02 -4.24623041e-02\n", - " 8.52085280e-02 -1.78248163e-02 -2.37852852e-01 -3.99780604e-01\n", - " -3.50025920e-02 -7.80751295e-02 3.55074011e-03 -1.26333258e-01\n", - " 4.01071953e-02 -2.34705711e-01 2.69821632e-01 -2.89370379e-02\n", - " -5.44967275e-01 3.35691860e-01 3.49240964e-01 -2.20822683e-01\n", - " 2.60365514e-01 -2.80542514e-02 -2.71927298e-01 -4.93145157e-01\n", - " 3.33222114e-01 -4.17215493e-02 -1.71589073e-01 -3.80522222e-01\n", - " -7.69206171e-02 1.82699104e-01 -4.60536843e-01 2.51629839e-01\n", - " -1.27558672e-01 -1.64276612e-01 2.34545800e-02 2.14796421e-01\n", - " -6.20432574e-01 4.21130219e-01 3.14172029e-01 7.87003788e-01\n", - " 1.75756496e-01 -3.54435342e-01 -3.00449941e-01 -2.82577116e-01\n", - " -3.30738679e-01 2.95472353e-01 -8.51518656e-02 4.12579675e-01\n", - " 3.68043108e-01 -1.90104239e-01 8.30907096e-02 5.55301912e-01\n", - " 4.65385705e-01 -1.74888672e-02 -2.55814886e-01 2.35346896e-01\n", - " 2.29519355e-01 -5.26566782e-01 -3.57963057e-01 2.52600741e-01\n", - " -7.60321537e-01 3.77504837e-01 2.93179919e-01 -2.37300990e-01\n", - " -2.48266474e-01 2.02923646e-01 -6.93450843e-01 -2.15529362e-01\n", - " 1.09118969e-01 1.63619411e-01 -9.66176610e-02 1.13640439e-01\n", - " 3.36963403e-01 5.35655839e-01 -2.03642811e-01 5.19311751e-03\n", - " -2.89131873e-01 -2.35468864e-01 -1.96792744e-01 -6.29330426e-01\n", - " 1.08668705e-01 4.83354980e-01 -9.75819345e-03 -2.25385942e-01\n", - " -5.80876378e-02 -3.08847710e-01 1.91659843e-01 6.58603447e-01\n", - " -5.64496493e-02 -7.46829058e-01 4.54800863e-01 -8.93532286e-02\n", - " 1.27260996e-01 -8.84175265e-02 3.37137631e-01 -3.38213082e-01\n", - " -1.97492662e-01 -4.75089202e-01 3.96037912e-01 -1.86480011e-01\n", - " -1.06630759e-01 -1.94303082e-01 9.05104477e-03 2.68219839e-02\n", - " -5.86026775e-01 -4.39267794e-02 1.59510795e-01 3.07248173e-02\n", - " -7.67019011e-02 -4.27508594e-01 2.13201373e-01 6.22321866e-02\n", - " -3.06897146e-01 3.26422949e-01 8.18830009e-02 1.20532824e-02\n", - " -9.59158115e-01 8.66358930e-02 -7.15624221e-01 1.31801721e-01\n", - " 5.33991060e-01 4.18942522e-01 1.40670701e-01 4.00929401e-01\n", - " 1.30461750e-02 3.70753339e-01 2.51102468e-01 5.42658420e-01\n", - " -1.64873714e-01 -1.46165098e-01 -2.12002616e-01 4.40710176e-02\n", - " -5.38627797e-01 -1.56602847e-01 4.29680273e-01 3.55945494e-01\n", - " -6.86609320e-02 -1.20856742e-01 -1.13054337e-01 -3.94896596e-01\n", - " -3.03749467e-01 -1.38588378e-01 -2.69499976e-01 -1.41031376e-01\n", - " 7.82837278e-02 4.33900602e-02 1.33306977e-01 2.83188443e-01\n", - " 3.03296783e-02 1.99739351e-01 2.39347140e-01 3.10690972e-01\n", - " -5.62058740e-01 -2.49835141e-01 6.66379674e-01 2.90122519e-01\n", - " -6.81618663e-02 -9.52279954e-02 -5.18546088e-01 -3.12851566e-01\n", - " -2.18275884e-01 -2.91576033e-01 -9.87486350e-03 -2.75096006e-01\n", - " -1.55959015e-01 7.78687386e-02 -9.29911848e-02 1.14820354e+00\n", - " -1.22212246e-02 3.57965249e-01 1.00667833e-01 -6.19346433e-03\n", - " 4.28339508e-01 4.72536745e-01 -4.23960970e-01 1.08104291e-01\n", - " -4.91338703e-01 -7.43901611e-01 9.27433604e-02 -3.95210121e-01\n", - " -2.86266486e-01 2.34493198e-01 8.50147949e-02 -3.22673370e-01\n", - " 2.32758611e-01 -2.42956167e-01 3.43261223e-01 3.78197477e-01\n", - " -7.99066653e-01 1.17781444e-01 -1.63894890e-01 3.58877513e-01\n", - " -4.16530925e-01 -1.79275415e-01 3.10848990e-01 -2.95259503e-01\n", - " -1.18194454e-01 -6.70691209e-02 3.15199213e-01 -3.01628673e-01\n", - " 3.27357124e-01 3.21304128e-01 4.14884947e-02 3.64288097e-02\n", - " 2.12157269e-01 2.27595358e-01 -1.05136357e-01 -2.04595422e-01\n", - " 2.52186467e-01 7.56027869e-02 3.26139242e-01 -2.82322963e-01\n", - " 7.13452923e-02 2.38254665e-01 -1.21437765e-02 4.49745496e-01\n", - " 2.20619526e-01 4.35856279e-02 3.06623347e-02 2.89714661e-02\n", - " -9.35981022e-01 -1.60848501e-01 3.19428979e-01 -7.63432089e-02\n", - " -5.97975159e-01 1.88327858e-01 1.04105585e-01 1.18270786e-01\n", - " -6.98018499e-01 3.54797063e-01 2.63875314e-01 -2.01014379e-01\n", - " -2.85509627e-01 6.73776999e-01 -2.26912121e-01 1.57448096e-01\n", - " -1.16699876e-01 -3.69823411e-01 3.45363849e-01 1.51617871e-01\n", - " -6.98074177e-01 -1.03273257e-01 1.37482343e-01 -7.36578159e-02\n", - " 1.30985330e-01 -5.50744269e-02 4.32752097e-01 -4.45010389e-02\n", - " -5.70736078e-01 -2.25645792e-01 -5.51280512e-01 -4.00879318e-01\n", - " 2.07193000e-01 2.22849109e-01 4.37039494e-01 -3.59752942e-01\n", - " -5.13740229e-02 4.10599110e-01 1.52541502e-01 2.94901883e-02\n", - " -7.50671035e-01 1.48911324e-02 -9.32216890e-02 -3.36000363e-01\n", - " 2.74882245e-01 2.11224172e-01 7.35019192e-01 1.13683625e-01\n", - " 5.10726591e-01 7.64327241e-02 8.92379973e-02 -1.88153369e-01\n", - " -1.21374229e-02 -2.59118795e-01 4.41418701e-01 2.73611002e-01\n", - " 2.12384903e-01 -3.56103135e-01 1.20400764e-01 -3.68510313e-01\n", - " 1.73661743e-01 1.10156766e-01 -3.01247608e-01 -1.64806688e-01\n", - " -4.32918770e-01 2.37960489e-01 6.93096902e-01 3.38115326e-01\n", - " -1.37862804e-01 -2.47343654e-02 -5.09986108e-01 6.99841555e-02\n", - " 4.27932871e-01 4.47837434e-01 -1.52882295e-01 8.77797065e-02\n", - " -8.42873630e-02 6.33076854e-02 -2.11604416e-01 -7.04501946e-02\n", - " -4.25476823e-01 2.40671227e-01 7.98218902e-02 5.02870838e-01]\n", - "Found 354 total galaxies in catalog for cluster 8995\n", - "[-0.33328738 0.22646661 -0.1715324 -0.35709356 0.0153059 -0.56739458\n", - " -0.23612834 -0.44809629 0.3500709 0.33295923 0.11538389 -0.19214464\n", - " -0.23357403 0.03046796 -0.02181732 -0.15022681 -0.24888008 -0.11649043\n", - " 0.12720338 0.16754696 -0.08063711 0.29338722 -0.05947251 -0.02071355\n", - " -0.0438059 -0.42847336 -0.00463647 -0.20138921 0.38118342 -0.25811403\n", - " 0.27381353 -0.23235534 0.1579395 0.62059343 0.03352737 0.01038324\n", - " 0.34837901 0.20867921 -0.19346539 -0.40728018 0.24905795 0.32132971\n", - " 0.38761265 -0.37626609 -0.17373733 -0.10214914 -0.01124945 0.46472154\n", - " 0.24197351 0.38304014 0.10427629 0.1693521 0.40244725 -0.22245049\n", - " -0.00680723 -0.26918923 -0.01106694 0.32497945 0.02414939 0.02879153\n", - " 0.23790766 -0.48498645 0.01173499 0.12527595 0.15412506 0.10850548\n", - " -0.07214064 0.30096285 0.20759499 -0.09933547 0.39055968 0.24371755\n", - " 0.0829151 0.49529431 -0.37655027 -0.02342737 -0.30810864 -0.13090827\n", - " 0.15473808 -0.53225653 -0.01462987 -0.29478626 -0.07849062 0.41463405\n", - " -0.03552811 -0.24147568 0.0797 -0.20900569 -0.01928701 0.24109092\n", - " -0.37990763 -0.16581542 -0.34422944 0.55287061 -0.39062955 -0.56502613\n", - " -0.31204973 0.11308882 0.08938131 0.15371058 -0.03884707 -0.20615022\n", - " -0.06234643 -0.31827359 -0.53622574 0.27241913 0.0163131 0.28661665\n", - " 0.72516023 0.19079014 0.43867567 0.14314899 -0.31709536 -0.12583503\n", - " 0.561165 0.10610957 0.16408556 0.00487646 -0.12139762 -0.30741746\n", - " 0.44520333 0.02367913 0.11128142 -0.34365438 -0.06329792 -0.27800901\n", - " -0.47084236 -0.03150014 -0.14253312 0.40571511 0.08245256 -0.04419781\n", - " 0.23785988 -0.2366366 -0.06842177 -0.00662606 -0.15027936 -0.19830187\n", - " 0.00486492 0.06594299 0.11760205 -0.30196785 0.79882543 0.4505906\n", - " -0.15366421 -0.30892937 -0.20048644 0.34189583 0.41933082 -0.12891954\n", - " 0.39402521 -0.29452694 0.00091368 -0.42663241 0.21300184 0.2364784\n", - " 0.70685768 0.08628725 -0.3492639 0.29802311 0.32292696 -0.4661195\n", - " 0.41850591 0.23624895 -0.310672 0.09391005 0.18048705 0.44975998\n", - " 0.35834588 -0.45270395 -0.17556326 -0.19657066 0.01387256 0.09686091\n", - " 0.23726228 -0.56681979 0.16006425 -0.78893373 0.01509635 0.32092474\n", - " 0.06082456 -0.22114448 -0.1663642 -0.35712998 0.22558593 0.50514073\n", - " -0.02706012 0.02100719 0.31609935 -0.01176171 0.04077824 -0.0781279\n", - " -0.30250509 0.27288959 0.34940587 -0.48305329 0.3660898 -0.14536617\n", - " 0.66728365 0.02242461 0.87896318 -0.00931765 -0.23042436 -0.33830195\n", - " -0.43553176 -0.10046215 0.4087195 -0.21349483 -0.36875595 0.33685765\n", - " -0.87537689 -0.86975427 -0.11482585 -0.32447681 -0.22830156 -0.24294067\n", - " 0.05268699 0.23718472 0.71762067 -0.32717901 0.11430663 0.53066286\n", - " 0.0351723 0.26426342 0.04071095 -0.29274382 0.03698889 -0.4776297\n", - " 0.34087817 -0.5488466 -0.54992777 0.79543853 0.25765695 -0.12234191\n", - " 0.27767867 0.35200115 -0.26979613 0.26062879 0.31260422 0.21440904\n", - " 0.00965652 0.32876812 0.30821437 -0.65780837 -0.09725672 0.14033975\n", - " 0.18538993 0.32605056 -0.1638875 0.60917513 0.31772747 -0.04617466\n", - " -0.3072105 0.24883045 0.69820362 0.02107587 -0.16310777 -0.10675852\n", - " 0.05372072 0.43159981 -0.67997181 -0.44813968 0.64198288 -0.22413221\n", - " 0.37018242 0.07946377 0.23338452 -0.3244699 0.55975131 0.0791195\n", - " 0.05188054 -0.02959892 0.14442237 -0.20536778 -0.32280479 -0.31864141\n", - " 0.52162049 -0.07099068 0.05672675 -0.0453151 0.0428153 -0.34272153\n", - " -0.21184672 -0.0850936 0.13358369 0.23066366 -0.15906366 0.04303585\n", - " -0.49130776 0.11410901 0.25229389 -0.23086487 0.27084492 0.02526607\n", - " -0.12924335 -0.35524055 -0.02361277 -0.3639476 0.01566812 0.31174149\n", - " -0.65345327 0.11797621 0.48367303 -0.15971428 -0.14611116 0.23384357\n", - " -0.29145336 -0.34708816 -0.22723953 0.35871025 0.03034157 -0.26814855\n", - " 0.27160203 0.88928886 -0.51954778 0.20238364 -0.04049156 -0.16223816\n", - " 0.29720302 0.09929904 0.4555946 -0.22725948 -0.09475595 0.10044852\n", - " 0.61690433 0.36573924 0.28829322 0.26316388 0.52439267 0.24497133\n", - " 0.1256371 0.00679575 0.47718593 -0.45726711 -0.18527601 0.28313262\n", - " -0.20513689 0.26086451 0.0951411 -0.65040585 -0.14939975 -0.25885518\n", - " -0.04756736 -0.13121553 -0.10619009 -0.35648685 0.02260189 0.20897402\n", - " 0.13305347 0.04015996 -0.22363955 0.67920331 0.21663115 -0.40136146]\n", - "Found 3085 total galaxies in catalog for cluster 7698\n", - "[-0.36207533 0.25325931 -0.13494906 ... 0.54904971 0.32263902\n", - " -0.19401332]\n", - "Found 5985 total galaxies in catalog for cluster 10999\n", - "[-0.46873341 -0.42690413 -0.10612929 ... 0.40814144 0.18868981\n", - " 0.13158685]\n", - "Found 444 total galaxies in catalog for cluster 9029\n", - "[-0.40621848 0.34130291 -0.25926906 0.13791426 -0.42479657 -0.10027386\n", - " 0.1321085 -0.53606432 0.24930034 0.16728535 -0.61918233 -0.07981064\n", - " -0.64008977 -0.316455 -0.53971461 -0.09262761 -0.38281026 0.20319445\n", - " -0.15141419 0.16453584 -0.2041256 -0.03032873 0.28018194 -0.31785931\n", - " 0.41560735 0.11728702 0.16279024 0.66035225 -0.04511271 0.12554052\n", - " 0.10596337 -0.06741836 -0.02292508 -0.45580986 -0.08913919 0.57546104\n", - " 0.27651851 -0.30446953 0.00144465 0.11008157 0.42571647 0.07258754\n", - " -0.01906134 0.00404746 0.28343356 -0.34338329 -0.34027192 0.36419255\n", - " 0.0046738 0.04600042 -0.43279789 -0.0310102 -0.26620165 -0.26950445\n", - " -0.3122448 -0.0247806 -0.18586426 0.34346996 -0.4053103 -0.35146647\n", - " 0.25713608 -0.40617403 0.00447913 -0.5759527 -0.64495672 0.00889397\n", - " 0.19764966 -0.2121611 -0.37931964 -0.12521679 -0.58759645 0.66807264\n", - " 0.16139419 0.16172108 -0.12472507 0.44049509 -0.13172874 0.01584005\n", - " -0.12135375 -0.43911987 -0.36916635 0.10265162 -0.28527668 -0.21879305\n", - " 0.61253206 0.34550136 0.00828845 -0.08840131 0.13365906 0.09238903\n", - " -0.16564145 -0.01453048 -0.79891672 0.29291961 0.24296079 0.47644177\n", - " -0.16140473 0.58946526 0.0706684 -0.18886797 0.29144306 -0.39292043\n", - " 0.02873681 0.33480973 0.2643902 0.10604667 0.35541021 -0.23033663\n", - " -0.25313097 -0.02126286 0.17733032 -0.21913754 0.00118601 0.48173871\n", - " -0.23717886 0.11896154 0.14635929 -0.20090619 -0.2295444 -0.06959334\n", - " -0.09366087 0.2019711 0.11750282 -0.48917647 -0.08354554 0.63129817\n", - " 0.40979477 0.41185704 -0.98118158 0.18602645 0.05590776 0.79702359\n", - " 0.2800182 -0.03865127 -0.12140424 0.42449225 0.21056706 -0.19512988\n", - " 0.46739792 -0.04274358 -0.13745631 -0.03800535 -0.1716561 -0.12287462\n", - " 0.14589219 -0.20012905 -0.44345988 0.04969433 0.15988947 -0.43260278\n", - " 0.49248948 0.08833567 -0.2419488 -0.29776992 -0.36114901 -0.01587852\n", - " 0.20001306 0.10902634 0.11916422 0.3496673 0.03583532 0.28822236\n", - " -0.04996388 -0.04182412 -0.29974445 -0.0523542 0.23810017 0.01009708\n", - " -0.42940157 0.22428077 0.37932466 -0.02721744 -0.10131051 -0.39741578\n", - " -0.10480869 -0.26812729 -0.17000539 -0.32413675 0.22872875 0.04379293\n", - " -0.1741897 0.05537219 -0.4156853 -0.66187923 -0.0296617 0.62541119\n", - " -0.00635463 0.19393005 -0.26947111 0.07997614 0.05136218 0.02380344\n", - " 0.3899948 0.23974565 -0.61546921 0.53469404 0.01167873 0.78443012\n", - " 0.18654565 -0.06649543 -0.94429141 0.50196403 -0.29199518 0.16462014\n", - " -0.25817914 0.09848253 0.33237573 0.23761045 0.01625084 -0.07598029\n", - " -0.29341918 -0.02912655 0.05087258 -0.36645199 -0.40615011 -0.05780532\n", - " 0.05957748 -0.38051877 -0.1602865 0.12588426 -0.29209458 0.01059186\n", - " -0.32691397 -0.15293934 0.03481798 -0.39490305 -0.68910021 -0.16205328\n", - " -0.08402306 -0.28605509 -0.15699934 -0.23906273 -0.09973854 0.30628024\n", - " -0.02348626 -0.17038434 0.03852633 0.3002941 0.37039816 -0.03498101\n", - " 0.30580137 0.04179987 -0.14023113 -0.53288504 0.17652931 -0.05399316\n", - " 0.14867183 0.40997907 -0.56813874 0.51002119 0.18004834 0.3545956\n", - " -0.55835184 -0.32743355 0.32191395 -0.62406554 0.18986889 0.66164362\n", - " -0.14917847 -0.09734834 0.3501816 0.07731631 -0.37158082 0.31053012\n", - " -0.03092215 0.36353126 -0.27001362 0.11654139 -0.30137236 -0.02530316\n", - " 0.27817255 0.1277271 0.60284654 -0.29801976 -0.01782273 0.33873607\n", - " -0.37647976 -0.46669981 -0.01276821 0.84851422 0.14950837 -0.25767088\n", - " -0.21484574 -0.63455644 0.85831443 0.13964813 -0.19243474 0.05670791\n", - " 0.5331781 -0.08166935 0.11313028 0.20156142 0.56770554 0.23490907\n", - " 0.33704001 0.00211126 -0.80561576 0.00380749 0.17940206 -0.68901394\n", - " 0.02384689 0.22886605 0.52260433 -0.22779766 0.39522344 -0.16854831\n", - " 0.2139928 -0.40604014 0.08870182 0.16990491 -0.05342385 -0.1956062\n", - " 0.03549142 0.02528662 -0.08136023 0.61261798 0.30500833 -0.54759787\n", - " 0.36134316 0.3846406 0.41512866 -0.40534983 0.83404197 -0.04687129\n", - " -0.90236484 0.3565715 -0.18930825 -0.3088628 0.72291185 -0.53304576\n", - " 0.55415135 0.34541945 0.16837428 0.01120576 -0.46931446 0.18862189\n", - " 0.20394832 -0.28398895 0.55500194 0.55156234 -0.08150295 -0.80318048\n", - " -0.59853807 0.18055047 -0.35777887 0.15177991 -0.19133223 0.00506629\n", - " -0.23449741 0.23821902 -0.72163073 0.43288776 -0.23774777 -0.13977536\n", - " 0.2414929 -0.41734091 -0.07888111 0.19276248 0.21139665 -0.03775593\n", - " -0.06079045 -0.55768413 0.35708479 -0.1542494 -0.49595944 0.09095414\n", - " 0.11389121 -0.06080202 -0.87272155 -0.45039841 -0.16743913 0.18513046\n", - " -0.05841584 -0.39783788 -0.06322693 -0.42628332 0.12748251 0.17641734\n", - " 0.4297474 0.00215341 0.33325483 0.30701085 -0.13466984 0.04613774\n", - " -0.56016997 -0.06727251 0.29425645 -0.52945321 -0.35610432 0.12317436\n", - " 0.3492758 -0.08228678 0.15110341 -0.0707211 -0.25797918 -0.02955696\n", - " 0.01513311 -0.40182504 -0.68266647 0.06398855 -0.16937318 -0.04890147\n", - " -0.03477311 -0.21112787 -0.48276226 0.08974432 0.27360648 -0.12096269\n", - " 0.34933854 0.3029309 0.1955923 -0.35261776 -0.2173084 0.1493104\n", - " 0.10214856 0.72451698 0.41948085 0.02139646 0.27992814 -0.08335735\n", - " -0.36013434 0.1955606 0.12265439 -0.24723663 -0.09202375 -0.64279567\n", - " 0.09246971 0.07596511 -0.50916646 0.21383772 -0.232478 -0.16708523\n", - " -0.63788935 -0.49250158 0.01076319 -0.4928784 -0.02223955 0.44480127\n", - " -0.45659031 0.59275028 0.50590873 0.1946529 0.13343446 -0.19369325]\n", - "Found 996 total galaxies in catalog for cluster 9429\n", - "[-0.32070044 -0.59586012 -0.27877069 -0.11508351 -0.17588252 -0.3104115\n", - " -0.45755918 -0.04096451 0.28735869 0.27698622 0.23526991 0.16434562\n", - " 0.33485796 0.37224141 0.21490328 -0.04487898 0.24121598 0.13859365\n", - " 0.18220674 0.19875239 0.12877206 -0.33932791 -0.2458072 0.14574575\n", - " -0.13137339 -0.01213061 0.19111008 0.40902858 -0.11333974 -0.54325375\n", - " -0.13473591 -0.20417617 -0.22479329 -0.29876464 0.16449119 -0.52727192\n", - " 0.0465579 0.02983173 0.11566496 0.29251822 0.03492203 -0.11806515\n", - " 0.2534243 -0.19752962 0.14670473 0.46343652 0.33970988 -0.09212226\n", - " -0.22261048 0.0622398 0.2275993 0.19797787 -0.20744028 -0.34237048\n", - " 0.4018978 -0.10214556 0.6148307 0.45790822 0.04677203 0.11469836\n", - " 0.45307574 0.32023163 0.14439632 -0.19980543 -0.81079713 0.07855543\n", - " 0.42730329 -0.14178351 -0.28641997 0.13759888 -0.10932344 -0.43959187\n", - " -0.17537637 0.04045356 -0.28447936 0.29633781 0.41836561 0.25386649\n", - " 0.41941127 0.2236451 0.38219553 -0.24893896 0.072602 -0.44258765\n", - " -0.37646668 -0.33003583 -0.23492088 -0.32649358 -0.48090085 0.01775628\n", - " -0.15911302 -0.24841907 -0.73166194 -0.08828644 0.42686312 0.12598114\n", - " 0.29355631 -0.36074981 0.36569733 -0.16281337 0.05911628 -0.38734704\n", - " -0.52720612 -0.32949983 -0.13351634 0.36121 0.12897198 0.27116681\n", - " 0.33416456 0.31802526 -0.20425169 0.22085541 -0.12590707 -0.03967136\n", - " 0.22124681 0.02018891 0.43802995 0.19498582 0.08317506 -0.76043467\n", - " -0.05013424 -0.2340289 -0.10132973 0.30525935 -0.08587211 -0.12175982\n", - " -0.0019384 -0.41483415 0.05066893 -0.37680086 0.19949422 -0.31712666\n", - " 0.34218785 -0.12069676 0.3471514 -0.60138505 -0.45441423 0.3953348\n", - " 0.09540532 0.29581533 0.04053578 -0.34174007 0.17413931 0.57967481\n", - " -0.27457998 0.08338337 -0.27722534 0.50226439 0.34998987 -0.07279489\n", - " 0.07305777 0.38042512 0.22064408 -0.11179561 0.33081613 -0.31781672\n", - " -0.21981567 0.59339685 0.07780417 0.36253138 0.30166376 1.1352554\n", - " -0.26126915 0.30686362 0.20787268 0.6433126 -0.22602917 0.37910351\n", - " -0.03401996 -0.06390166 0.52604366 0.09966981 0.0458742 0.00238943\n", - " -0.09277888 0.05926454 0.03552474 -0.27415915 -0.35942767 -0.28476508\n", - " 0.63023238 -0.23095329 0.56999037 -0.58904717 -0.17887375 0.12684003\n", - " 0.12901849 0.74259927 -0.25237456 0.33410472 0.08374618 -0.19589771\n", - " 0.09777128 -0.43577529 0.15992281 -0.87342406 -0.50636663 -0.29339724\n", - " 0.21510894 0.00547151 0.34741835 -0.21118581 0.15185867 -0.07060388\n", - " 0.19380983 0.05502474 -0.42154574 0.5412002 -0.11463955 -0.22723427\n", - " 0.11814559 -0.27204977 -0.17815207 -0.01569725 -0.1969755 -0.49168562\n", - " -0.40255654 0.4008192 -0.10778247 0.29693777 0.43744156 -0.34101653\n", - " 0.34782408 -0.46052037 0.2204014 0.58013513 -0.14526084 -0.1141255\n", - " -0.18453906 -0.09897951 -0.46844948 0.31842738 -0.12924877 -0.06450562\n", - " 0.23325223 -0.24819856 0.43398844 -0.72784243 0.47739833 -0.03369909\n", - " -0.20732915 -0.16534245 -0.34633059 0.31619042 0.50966551 0.06105448\n", - " -0.17941655 -0.01630809 -0.39971929 0.37071204 -0.0665334 -0.6867044\n", - " 0.28702221 0.14406069 -0.218733 0.05352884 -0.09669283 -0.469821\n", - " -0.45461196 0.62338901 -0.30715465 0.2392256 0.03017286 0.14457717\n", - " 0.27159413 -0.24580553 -0.49214806 0.06613469 -0.44741477 0.55769045\n", - " 0.2026394 0.06221385 0.55288442 -0.11701379 0.00299509 0.08955596\n", - " 0.10303043 0.40023114 -0.28389806 0.08803696 0.21143691 0.08626763\n", - " 0.23520367 -0.23630652 -0.37881423 -0.3774212 0.21044362 0.3656993\n", - " 0.1619462 0.56119663 0.22770741 0.18447729 -0.64695934 0.69647439\n", - " -0.36479962 0.07003943 0.04412289 0.06916055 0.57054232 -0.11773551\n", - " -0.08839637 -0.12513785 0.52345871 -0.31004925 0.28520853 -0.60320166\n", - " 0.46516087 -0.24920942 0.02687181 -0.13935638 -0.67762323 -0.15645333\n", - " 0.22120892 -0.0822098 0.28753752 -0.39312772 -0.23075314 0.40267103\n", - " -0.35047265 -0.54657147 -0.26697529 -0.17170489 -0.43820054 -0.08559806\n", - " -0.15530964 0.1905982 0.68699767 0.03481603 -0.05763836 0.41079152\n", - " 0.53203565 0.46089504 0.20184449 -0.27145604 0.17181343 0.36503862\n", - " -0.02748432 -0.03922226 0.47028357 -0.08170142 -0.19215893 0.74978974\n", - " -0.3525015 0.18114147 -0.23881301 -0.324446 0.45645112 0.06013773\n", - " -0.23719557 -0.22998573 -0.48521411 0.56680396 -0.02628158 -0.38914242\n", - " -0.25286522 0.11383822 0.08758673 -0.02069074 0.00190166 0.22227655\n", - " 0.07106628 -0.50707842 0.34999529 -0.0990769 0.09788736 0.1976983\n", - " 0.08708996 0.04572167 0.40594485 -0.30703696 -0.27637813 -0.17501666\n", - " 0.0460963 -0.64944124 0.04473353 0.24370604 0.15211112 0.72030328\n", - " -0.2486715 -0.33285538 -0.61804093 0.17564822 0.04776005 -0.38553746\n", - " 0.29648091 -0.25697004 0.25463476 -0.52012109 0.10873726 0.12231168\n", - " 0.37938989 -0.20083796 0.16599765 0.05850684 0.20327342 -0.30791919\n", - " 0.08167071 -0.11510652 0.16716456 0.07319197 -0.07438863 -0.39410217\n", - " -0.00839043 0.30142164 -0.36178074 -0.63294356 -0.02113438 -0.14313052\n", - " -0.55298515 -0.16823596 0.1402671 -0.38512785 -0.44148252 -0.36297212\n", - " -0.48189008 0.51509746 0.10036439 -0.0624312 0.11017458 -0.14813867\n", - " 0.26922995 -0.11325639 0.074988 0.15360167 -0.11923627 0.18155578\n", - " -0.00544243 0.21787193 -0.15926178 -0.15157098 0.25506276 -0.06177983\n", - " 0.25948267 0.12772692 -0.52085755 -0.17489777 0.18207938 0.00310959\n", - " 0.45695612 -0.14725524 0.02915676 -0.56922793 0.1915937 -0.02761872\n", - " 0.52662127 0.05912952 -0.05312579 -0.01276746 0.18506329 -0.06331253\n", - " 0.19841413 -0.40939149 -0.14841837 -0.3131908 -0.19455889 -0.39883177\n", - " 0.10615758 0.1863419 0.04798103 0.06182457 -0.1468808 0.18438921\n", - " 0.05106129 0.22177844 -0.09585416 0.16354643 -0.08687551 0.50237543\n", - " -0.04716322 -0.2735661 0.41083877 -0.13615495 0.16681089 -0.31732084\n", - " -0.09484485 -0.18375546 -0.0326146 -0.10929031 0.18021875 -0.03625283\n", - " -0.32592647 -0.29866584 0.06861653 -0.3537358 -0.05038012 -0.46258387\n", - " -0.03885591 0.36210412 0.50307641 0.31134382 0.24892538 -0.40939465\n", - " 0.12403091 0.06632646 0.67767291 0.46477782 0.01439181 -0.01466244\n", - " 0.51088432 0.45238752 0.13121054 -0.09615029 -0.61544893 0.23436479\n", - " -0.20634647 0.23946205 -0.78983601 0.50270004 0.06993487 0.10414779\n", - " -0.11866651 -0.02274453 0.10364559 -0.12815671 0.55955852 0.60325238\n", - " -0.60146447 0.88305853 0.64827493 -0.07720056 0.04278793 0.28201691\n", - " 0.04752418 0.35286181 -0.32893039 0.21070975 -0.09592272 0.44131781\n", - " 0.27637828 0.00133294 -0.10438938 -0.07936432 -0.37881229 0.58776766\n", - " -0.22523773 0.025679 0.23531212 -0.0756422 -0.05214112 -0.21566398\n", - " -0.07127 0.10993083 0.20447471 -0.05732777 0.42129148 -0.35413525\n", - " -0.32658416 -0.38378384 0.51099252 -0.27130485 -0.23962751 0.16283045\n", - " 0.34387099 -0.142684 -0.07591743 0.17412045 0.36214767 -0.21006421\n", - " 0.03445849 -0.3911257 0.36205384 -0.20120911 0.32225885 0.14874016\n", - " -0.3071228 -0.05370304 -0.07725091 -0.18861204 -0.30156077 -0.56650082\n", - " -0.39879338 -0.39076202 -0.52349268 0.1344943 -0.20548118 -0.44973305\n", - " 0.1827592 0.52488369 -0.24424627 -0.1138886 0.13433963 0.42880763\n", - " -0.04985177 0.20665445 -0.10437174 0.07274375 -0.36153185 -0.2048593\n", - " 0.6938062 -0.10105222 0.26231866 -0.35736254 0.55738418 -0.02563541\n", - " 0.01879461 0.42412937 0.0930324 -0.17597548 -0.06194318 0.0098743\n", - " -0.08484034 0.05110182 0.25780849 -0.15456737 -0.19372948 -0.00433569\n", - " 0.21066927 -0.30060678 0.32674815 0.11880137 -0.23076295 0.42775258\n", - " -0.16291913 0.41657319 -0.69223598 -0.50686016 -0.33235989 0.07474454\n", - " 0.1282986 -0.03667451 -0.40487725 0.45535773 0.40660193 0.42663529\n", - " -0.05774449 0.62131953 -0.05735802 0.06255515 -0.14747706 0.31622553\n", - " 0.00897642 -0.15950095 -0.29856698 0.22757294 -0.31276069 0.14545061\n", - " 0.8498989 0.2090606 -0.35082285 -0.09261876 -0.10612699 0.01866994\n", - " 0.0832127 -0.59278215 0.08878154 0.17010134 0.50165249 -0.73508013\n", - " 0.24322169 0.00237148 -0.22375623 0.03714029 0.00681532 -0.2297928\n", - " -0.04489407 0.05503599 0.18341956 -0.06803497 0.13949593 0.89409267\n", - " 0.11246483 -0.76636815 0.34188125 -0.31262239 -0.43354065 -0.02286311\n", - " -0.14293803 -0.26218232 0.81359515 -0.25341329 0.21708535 0.13591861\n", - " 0.16032655 -0.40224279 -0.20702651 0.13357267 0.06250775 0.26372624\n", - " 0.25848028 -0.11751531 0.29828685 -0.16639679 0.45860956 0.25417437\n", - " 0.29127874 -0.38959003 0.59793432 -0.3977979 -0.8861417 0.7798843\n", - " 0.05227809 0.54985566 0.45824908 -0.01251654 -0.24876707 0.42889857\n", - " -0.04523248 -0.53610178 0.18351578 0.0924256 0.18000529 -0.25385657\n", - " 0.40289268 -0.16426738 -0.57760877 0.16054656 0.11297114 -0.84925579\n", - " -0.1453275 -0.00843089 0.19663863 -0.16862456 -0.08690102 -0.14288209\n", - " 0.08772569 -0.00626569 -0.12212821 0.3874419 0.47031862 0.69732613\n", - " 0.38705409 0.49076085 -0.15676545 -0.18745168 0.25160308 -0.1919109\n", - " -0.34178532 0.05119074 0.0866622 0.49256264 0.28835609 0.08360661\n", - " -0.04238839 -0.78380508 0.50203007 0.01982833 0.15428487 0.10377836\n", - " -0.15187852 -0.73198788 0.27886782 0.36408128 -0.27066103 -0.51805615\n", - " -0.18655825 -0.37752277 -0.69226568 -0.49384953 0.04056942 0.30948294\n", - " 0.02126839 0.28611184 0.17122933 -0.04319728 0.15219989 0.12354914\n", - " 0.07678914 0.13230674 -0.30540673 -0.17510133 -0.18934698 -0.24408813\n", - " -0.15205919 -0.01444179 0.11548081 0.58424426 -0.55356673 0.04876047\n", - " -0.25070026 -0.52478136 0.56428843 -0.48894773 -0.17015302 -0.44066478\n", - " -0.33494865 0.29969985 0.04966773 0.17758737 0.51381665 -0.06070906\n", - " 0.32442615 0.30996059 0.65935598 0.25166398 -0.50830096 0.09132303\n", - " 0.3247741 0.22355646 0.22719493 0.15322427 0.15658623 -0.94416194\n", - " 0.35281412 0.11278493 0.36724778 -0.31618299 0.15090708 0.17884742\n", - " 0.35090746 0.33857692 0.38222694 0.27516178 -0.37132094 -0.06753358\n", - " 0.2249225 -0.43679502 -0.26571766 0.38458863 -0.03141019 -0.20408694\n", - " -0.18114245 0.70926132 -0.29762919 0.14001529 0.28513835 -0.41257323\n", - " -0.33388289 0.83468912 0.28757138 -0.12782648 -0.22494334 1.11341316\n", - " 0.01264932 0.49646116 -0.33491402 -0.23637052 -0.25911426 -0.03160314\n", - " -0.27469476 -0.2991318 0.18380716 -0.51950315 0.15186887 0.07512892\n", - " -0.2917263 -0.39451309 0.35981296 0.36254888 -0.44456767 0.31392823\n", - " 0.05938513 0.23149657 0.42014052 -0.20993918 0.35287695 0.14819634\n", - " 0.2236107 -0.39065824 -0.12351988 -0.0689687 0.21262471 0.03740476\n", - " 0.25271145 0.63854361 -0.23372222 0.08378527 0.28830994 -0.31271967\n", - " -0.03380263 0.17302535 -0.56579486 0.11140832 -0.12469742 -0.23196112\n", - " 0.00345436 -0.20079743 0.06641831 0.37339294 -0.50047526 -0.09284369\n", - " -0.14082234 -0.28150972 -0.05977079 -0.40057601 -0.20943348 -0.11191605\n", - " -0.07623964 0.09526994 -0.34355792 -0.08597654 -0.5359817 0.13060148\n", - " -0.26245991 0.20863946 0.19744702 0.21295153 -0.15815185 0.0529965\n", - " 0.24189374 0.26220022 -0.11410033 -0.00150047 0.4318525 0.41089288\n", - " -0.19424428 0.52420589 0.09584637 -0.33702941 -0.52923344 0.43978278\n", - " 0.86673583 -0.13175263 0.95583912 0.35372934 -0.67850348 0.13591246\n", - " 0.3645188 -0.3242153 -0.12488492 -0.50282547 0.04075596 -0.32376916\n", - " 0.30640326 0.25005107 0.33173671 -0.00143331 0.0606737 -0.27181093\n", - " 0.47760795 0.14082568 0.05515651 -0.15746268 0.15539351 -0.48226497\n", - " 0.02726902 -0.16278423 0.29050807 -0.2482648 -0.55420406 0.15418182\n", - " -0.75216161 0.02270851 -0.02052302 0.10389868 0.28142936 0.33737829\n", - " 0.32371691 0.39572475 0.23293254 -0.00858959 -0.13259717 0.43040972\n", - " 0.32688614 -0.2817817 0.44264791 0.23586897 0.13297285 0.16807694\n", - " -0.11501075 -0.52424797 0.10544351 0.52249156 0.03348321 0.34586416\n", - " 0.23436358 -0.06830324 -0.59665671 -0.29045494 0.15373533 -0.12436593\n", - " 0.05665828 0.00565112 -0.06138738 0.07483602 -0.14917763 -0.54547867\n", - " -0.11211503 -0.23485693 -0.04433908 0.52310781 0.01784844 -0.0426758\n", - " -0.36037546 0.06499547 0.20405058 0.13961824 0.01248654 0.03117243\n", - " 0.16160374 -0.40168306 -0.27752449 -0.09464722 -0.06277054 -0.41559862\n", - " -0.2692366 -0.47846993 0.28081245 0.10595469 -0.1237212 0.18741797\n", - " 0.41600371 -0.02156669 0.42278036 0.08676015 -0.02562902 0.09611013]\n", - "Found 2072 total galaxies in catalog for cluster 10146\n", - "[-0.09301634 -0.14766319 -0.09393535 ... -0.4845409 0.45206692\n", - " -0.23954712]\n", - "Found 2695 total galaxies in catalog for cluster 14476\n", - "[-0.09839889 0.31116269 0.49967488 ... -0.49955209 -0.06789297\n", - " 0.07547414]\n", - "Found 119 total galaxies in catalog for cluster 8395\n", - "[ 9.88519590e-02 -1.01509373e-01 -1.16472183e-01 -1.93150526e-01\n", - " 4.53404227e-01 -2.61391206e-01 2.15914058e-01 -7.47065694e-02\n", - " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", - " 2.96556671e-01 2.11632910e-01 -1.87893633e-01 -6.63157674e-03\n", - " 2.40979112e-01 -2.91427339e-01 9.30954183e-02 -1.22560405e-02\n", - " 3.05396484e-01 -1.14537153e-01 3.63923329e-01 -8.03667618e-02\n", - " 1.19426042e-01 2.52079013e-01 1.81053452e-01 -1.04429791e-01\n", - " -3.30920358e-01 -1.50768257e-01 5.30700082e-02 -1.03019991e-01\n", - " 1.14231094e-01 7.41442916e-02 -4.63887701e-01 -2.10132275e-01\n", - " 4.09071826e-02 -9.52082437e-02 -8.65655907e-02 6.45128966e-02\n", - " -2.99909328e-01 2.61619723e-02 3.37289126e-02 2.40732077e-01\n", - " -1.04007610e-01 5.41520531e-01 9.72240444e-01 1.30545574e-01\n", - " -3.47411085e-01 -1.33150495e-01 -4.64613337e-01 -3.01471596e-01\n", - " -6.11386325e-03 -8.78101769e-02 2.97915541e-01 2.20579544e-02\n", - " 4.73626353e-01 -6.71322676e-02 1.74270703e-01 -2.92753175e-01\n", - " -2.85625309e-01 -2.12765682e-01 -3.11248596e-01 -1.91744076e-01\n", - " 3.67393122e-01 3.02189297e-01 7.86492848e-01 2.79439186e-01\n", - " -2.77682948e-02 9.81112627e-03 -3.83312846e-01 7.06969330e-02\n", - " 3.13363807e-01 8.69156882e-02 -3.03851507e-01 9.74533511e-02\n", - " -8.91845997e-02 -2.65022653e-01 -2.33121803e-01 1.83216968e-01\n", - " 1.48024873e-01 1.36643641e-01 -3.62327201e-01 3.86518939e-01\n", - " 6.86060609e-01 3.79947655e-01 -2.14660569e-01 -5.93845963e-01\n", - " -1.36715321e-01 -2.01602184e-02 2.99258185e-01 -7.14304793e-01\n", - " -1.33956815e-01 -2.67236538e-01 5.66958099e-01 -6.13886439e-04\n", - " -5.77444149e-01 -7.15576556e-01 -3.31430260e-01 -5.14708580e-01\n", - " -1.70602668e-01 -3.45925647e-01 -6.23351890e-01 -1.82669821e-01\n", - " 5.09632888e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", - " 4.18286705e-01 -2.74342215e-01 -2.97073096e-01 1.06906480e-01\n", - " 2.18249173e-01 -4.10439715e-01 7.75734406e-02 7.54034988e-02\n", - " 7.73385304e-02 2.43651870e-01 1.84592797e-02]\n", - "Found 3612 total galaxies in catalog for cluster 16657\n", - "[-0.37344822 -0.16114298 -0.56282042 ... 0.01057191 -0.22037353\n", - " -0.23492938]\n", - "Found 2732 total galaxies in catalog for cluster 13039\n", - "[-0.42915416 0.328251 0.0542146 ... 0.31549379 0.34151483\n", - " 0.47633672]\n", - "Found 2714 total galaxies in catalog for cluster 15382\n", - "[ 0.24963568 -0.28945879 -0.32911963 ... 0.20702661 0.00927588\n", - " -0.13378937]\n", - "Found 1343 total galaxies in catalog for cluster 17011\n", - "[-0.17983863 -0.27069354 -0.32758565 ... -0.08740959 -0.07087565\n", - " 0.2199447 ]\n", - "Found 6019 total galaxies in catalog for cluster 8523\n", - "[ 0.46240308 0.11131437 0.15620453 ... 0.22391243 0.08804989\n", - " -0.12540515]\n", - "Found 1038 total galaxies in catalog for cluster 11300\n", - "[ 0.32422313 0.22090716 -0.3214698 ... 0.61638037 -0.24263329\n", - " -0.00500442]\n", - "Found 6292 total galaxies in catalog for cluster 17462\n", - "[-0.46898861 -0.44096294 0.08604282 ... 0.12923278 -0.00881185\n", - " 0.10644044]\n", - "Found 1520 total galaxies in catalog for cluster 13025\n", - "[-0.16420193 -0.2721672 -0.15514769 ... -0.17618099 0.05275842\n", - " -0.30636958]\n", - "Found 2090 total galaxies in catalog for cluster 21385\n", - "[ 0.97435677 -0.24014002 0.03666096 ... -0.38755444 0.25816139\n", - " -0.11583338]\n", - "Found 2591 total galaxies in catalog for cluster 20888\n", - "[ 0.30547984 -0.00495302 -0.08262206 ... -0.43935632 0.07448263\n", - " 0.07390696]\n", - "Found 3139 total galaxies in catalog for cluster 21815\n", - "[ 0.36968895 -0.01878521 0.09142717 ... -0.12592323 0.12949039\n", - " 0.1622572 ]\n", - "Found 528 total galaxies in catalog for cluster 7594\n", - "[ 0.4148287 0.36583582 -0.04273381 -0.03606601 -0.09427687 0.05102778\n", - " -0.40704268 0.57968679 -0.06380509 0.63256008 0.29076705 -0.17792454\n", - " 0.10565443 0.0655149 0.7677424 0.53296682 0.01734016 -0.35804119\n", - " 0.36231324 0.08299337 0.25998257 -0.08368741 0.08312986 -0.17693217\n", - " -0.06754852 -0.10939401 0.22654068 0.04645301 0.00674063 0.08088697\n", - " -0.28299921 -0.79083374 0.28031253 0.36483446 -0.38487101 -0.04525458\n", - " -0.36131002 -0.12948619 -0.19659816 0.40422093 0.17388816 -0.11436673\n", - " 0.04535149 0.45476635 -0.48517606 -0.32713122 -0.14967202 -0.57928909\n", - " 0.12905885 0.02849444 0.38361723 0.31600254 -0.2458576 -0.50768222\n", - " -0.59500232 -0.06537669 0.08201641 0.08881582 -0.26866988 -0.41761089\n", - " -0.13141916 -0.07115593 -0.51393592 0.45234187 -0.34987248 -0.52963895\n", - " 1.12272546 -0.71252115 0.00435859 -0.04667826 0.06754446 0.30549672\n", - " 0.02995407 0.13979024 0.66454029 0.01004831 -0.18061823 -0.10953929\n", - " -0.32892671 -0.04399476 -0.37661234 0.80645325 -0.06634132 -0.29851988\n", - " -0.30996354 0.47258432 0.82070956 -0.77284771 0.01362897 -0.50713651\n", - " -0.14931594 0.36729959 0.36582866 0.4686743 0.05722707 -0.24374384\n", - " -0.29127664 0.09885636 -0.54708779 0.65278417 0.25489266 0.35194959\n", - " -0.11659748 0.03252509 -0.41347525 -0.02300606 -0.01383633 0.25195008\n", - " -0.37879151 0.18724395 -0.61732585 0.10184008 -0.18951007 -0.20919177\n", - " 0.26717522 -0.31684544 0.38932738 -0.11069036 0.09787267 0.30833922\n", - " 0.31219007 -0.10571727 -0.26938052 0.10495292 0.14078032 -0.39518063\n", - " 0.431902 -0.16127525 0.18597873 0.25559488 -0.02198049 0.229587\n", - " 0.08220185 -0.60337648 -0.56007691 -0.00220473 -0.81690401 -0.05684695\n", - " -0.10569059 0.05886586 -0.23696811 -0.5150759 -0.30789079 -0.39761613\n", - " 0.04562172 -0.35542667 -0.03056307 -0.15269585 0.61000924 -0.1543628\n", - " 0.07422262 -0.19799848 -0.02606928 -0.06347383 0.45116919 0.40772621\n", - " 0.37726957 1.26005671 -0.17367829 0.69352368 -0.46731276 0.1902273\n", - " -0.30267305 -0.44443092 0.02212246 -0.40800947 0.00465691 0.67838225\n", - " 0.25992837 0.04907253 -0.42857505 0.02170437 0.25633814 -0.12980329\n", - " -0.23598598 0.12505408 0.04370205 -0.34795168 0.30177325 -0.01574549\n", - " -0.28652583 0.30019001 -0.65133614 -0.07804704 0.06064216 -0.06820663\n", - " -0.04127136 -0.53644999 0.35957889 0.34349306 -0.40436677 0.26428351\n", - " 0.22758487 -0.02872034 -0.26065139 1.02860703 -0.22785263 0.0689024\n", - " -0.04118195 0.50179868 -0.3730529 0.20065012 -0.11429466 0.02539252\n", - " -0.24319319 0.10065569 0.93445359 0.13540892 0.13539375 -0.31553071\n", - " 0.11296309 -0.19026112 0.10134078 -0.06435773 -0.14765612 0.0843886\n", - " -0.7813465 -0.23402116 0.33842254 -0.05050992 -0.29533253 0.32426964\n", - " 0.28480905 -0.25103854 -0.33239587 0.27203598 -0.32975417 0.02547501\n", - " 0.42650436 0.00898842 0.25701758 -0.24837527 0.32430744 0.08515314\n", - " 0.20844029 -0.038444 -0.25581879 0.15380399 -0.28001253 0.5542908\n", - " 0.22235081 -0.01086804 -0.03752139 -0.33606823 -0.5130149 0.08141854\n", - " 0.09670728 -0.02560674 -0.02993688 0.04273043 0.21987166 -0.37581449\n", - " -0.23758146 0.03210022 -0.23389384 -0.13082114 0.00399492 -0.19030491\n", - " 0.29279218 -0.42785237 -0.84666518 0.21841527 -0.6391771 -0.2292023\n", - " -0.77224244 0.23902015 0.26198801 0.3154046 -0.15744683 0.32484789\n", - " -0.33688678 0.20824482 0.15280672 0.40059469 -0.401067 -0.56340547\n", - " 0.26911657 -0.1700832 0.18948614 0.68423156 -0.99770059 0.49484529\n", - " -0.17906933 0.07693071 -0.02090522 0.11052146 0.02107822 -0.20624147\n", - " 0.03244079 0.66701209 0.04202638 0.27960894 -0.13492569 0.01286865\n", - " 0.27357873 0.03275781 0.03046628 -0.08271889 0.55430517 0.29834748\n", - " 0.24938516 0.34825668 -0.051362 0.35091379 -0.63679641 -0.12304148\n", - " 0.44737458 0.10745849 -0.02165908 -0.16242998 0.34336994 0.21455333\n", - " -0.44590137 0.92381916 -0.56485987 0.64730873 -0.25226856 -0.30936231\n", - " -1.10440856 0.5348908 -0.05899834 0.36397617 -0.46110089 0.02978105\n", - " -0.32637527 -0.20325025 -0.57980965 -0.11513019 0.16424808 -0.87828006\n", - " -0.02940846 -0.25928882 -0.13702474 0.04415883 -0.18502865 0.02147588\n", - " 0.11799351 -0.33302556 0.00278655 0.46891817 -0.15888259 0.65149964\n", - " 0.24525045 0.17825479 0.06506479 -0.392229 -0.0093155 0.08230825\n", - " -0.14506276 -0.35049635 -0.61775145 0.27519682 0.68367677 -0.04155434\n", - " -0.55008174 0.12438588 0.29292708 0.32818345 0.02526154 0.26589428\n", - " -0.29901621 0.08454002 0.07934351 0.03357051 0.1075759 0.32300429\n", - " 0.25837293 -0.23926176 0.45672817 -0.35462047 -0.34312555 -0.60542773\n", - " -0.41569936 0.1470522 0.03446498 0.37380367 0.45633085 -0.16237909\n", - " 0.51565318 0.31479497 -0.35379715 0.19128033 0.69274622 0.85739998\n", - " -0.19755766 -0.04336481 0.05845497 -0.20658214 -0.12247482 -0.83534997\n", - " 0.5234883 -0.01679088 -0.51576638 -0.07610408 0.06598769 0.06966481\n", - " -0.10239449 0.44533681 -0.29868525 -0.01769809 -0.437717 0.41683651\n", - " 0.18758657 0.03223796 0.03686526 -0.12970263 0.30664565 -0.1634017\n", - " -0.27026027 0.54434752 -0.01978872 -0.03483089 0.04287457 -0.11908611\n", - " -0.29655684 0.67088283 -0.14814275 0.41014018 0.57477295 -0.548101\n", - " -0.16870705 0.27941314 0.01987198 -0.06745345 -0.42693317 -0.4045391\n", - " -0.34967251 0.29670395 0.00722736 0.60084113 -0.12007028 -0.22045132\n", - " 0.20333557 -0.30924206 0.57027367 0.43822786 0.14144565 -0.09761751\n", - " 0.30570261 -0.40998212 0.00466794 0.08776051 0.38304132 -0.05780196\n", - " 0.09971385 0.09609866 -0.55726051 -0.42225736 -0.02208013 0.02821444\n", - " 0.1196532 0.09197113 0.34758796 0.21121059 0.07410321 -0.11232335\n", - " -0.57639097 0.30473636 -0.54690188 -0.22745718 -0.0919727 -0.3983238\n", - " -0.09444019 -0.47918469 -0.11682458 -0.47928263 -0.53584335 -0.06864842\n", - " -0.07182491 -0.48403216 0.18823285 -0.19705112 -0.49704093 -0.57460471\n", - " 0.19952524 -0.73470498 -0.04223818 -0.39593027 0.08151534 -0.32457538\n", - " 0.60791008 0.11229508 -0.42399767 0.07796481 0.1429695 -0.05903867\n", - " 0.42036027 -0.19687549 0.07683616 -0.07328153 0.15557104 -0.11847654\n", - " 0.48118059 -0.20265743 -0.30433167 -0.2513005 0.15404877 -0.38804656\n", - " 0.23356137 0.593075 0.02208283 -0.51251008 0.08932061 0.13663391\n", - " -0.42404347 0.42908605 -0.53563272 -0.2152071 -0.10546555 -0.35219251\n", - " -0.1002672 -0.37449184 0.07365226 -0.16500196 -0.23120522 -0.10689376\n", - " 0.35304641 0.30934996 0.27270471 0.03863282 -0.1408932 -0.06865092\n", - " -0.42244021 0.07301302 -0.28174078 0.40327137 0.55772431 0.23430754]\n", - "Found 363 total galaxies in catalog for cluster 21425\n", - "[ 0.12865325 -0.50073158 -0.21455778 0.08142309 -0.0581186 -0.54194678\n", - " 0.07274416 0.3164121 -0.59437843 -0.05971048 0.10615071 -0.10201427\n", - " -0.4425675 -0.5551989 -0.1856139 -0.42904609 -0.46027351 0.33485884\n", - " -0.03756416 -0.48572257 0.30021232 -0.02976088 -0.57151511 -0.08581666\n", - " 1.0194006 -0.09920807 0.28519517 0.14623752 0.28123683 -0.18781061\n", - " -0.29062912 -0.18066346 -0.02147303 -0.56790177 -0.05271914 -0.11014136\n", - " 0.0372321 0.28921434 0.7430637 0.10832698 0.52200387 -0.21123362\n", - " 0.05727779 0.35690819 0.38034753 -0.06136625 0.36110539 0.75654846\n", - " 0.07593434 -0.02265002 -0.42722941 -0.20346555 -0.03156488 0.48553569\n", - " -0.7731378 0.04277972 -0.32833915 -0.691879 0.05742999 0.25290594\n", - " 0.30767771 0.21953612 -0.02749896 0.80338195 -0.31490549 0.66671091\n", - " 0.35702418 -0.07236623 0.57343552 0.28614705 0.23257222 -0.05844837\n", - " 0.20675104 -0.64598601 -0.21302833 0.5160142 0.01503329 -0.06417039\n", - " -0.17960807 0.35504844 -0.0841198 0.29948141 0.14104369 -0.39622678\n", - " 0.09301744 -0.40392762 -0.25379498 0.25552879 0.00727522 -0.3575193\n", - " 0.33604709 0.02762268 0.01119395 -0.11174992 0.69789653 -0.18191217\n", - " 0.2127361 -0.04996312 0.20544051 -0.01722528 0.04089579 -0.03265726\n", - " 0.04565868 -0.36701451 0.12065085 -0.01507049 0.25701072 0.00644498\n", - " -0.31236302 -0.13976147 0.06139685 -1.36658874 -0.6955492 0.34262504\n", - " -0.22733882 -0.07635527 0.36532541 -0.04000043 -0.16371839 0.2280705\n", - " -0.18257671 0.57036061 0.5241704 -0.04647785 -0.24690471 0.4440234\n", - " 0.28397774 0.11088958 0.37730119 -0.30565483 0.04166702 0.24737615\n", - " 0.42990458 0.26992416 0.19109203 0.47685012 -0.04087262 -0.18738724\n", - " 0.39616275 0.29185726 -0.35083836 -0.15458335 0.0554253 0.09648641\n", - " 0.23520322 0.21541947 0.36430159 0.0884299 -0.20495198 -0.07583424\n", - " 0.60466969 -0.36920923 0.29987496 -0.06342585 -0.29210859 0.21922923\n", - " 0.4069364 0.25984654 0.26834143 -0.10364101 -0.07362846 -0.3490774\n", - " -0.07025299 0.35466482 -0.27111302 -0.19954867 0.04491839 0.2416247\n", - " -0.46379052 -0.06127095 0.18738681 -0.82153601 -0.14824564 0.03668071\n", - " -0.04575419 0.14682096 0.35676437 0.21868598 -0.16347102 -0.48928871\n", - " 0.02383793 -0.2412709 0.50253807 0.10619094 0.51216867 0.53300012\n", - " -0.1671691 0.11950077 -0.78351777 0.90236483 -0.13952187 -0.10051246\n", - " -0.11975097 -0.31610937 -0.28859572 -0.40420286 -0.22220821 -0.41430381\n", - " 0.27087113 0.39679085 0.0101012 0.24281481 0.03984988 0.07369328\n", - " 0.3094779 -0.02088733 0.25276739 0.06337256 -0.13663277 0.01523226\n", - " -0.22863575 -0.06462556 0.02413956 -0.28338476 -0.52325901 -0.30049803\n", - " -0.1508835 -0.11026225 -0.29045518 -0.53852533 0.45493242 0.62294633\n", - " 0.2515721 0.19491586 0.06855322 -0.09887721 0.60046859 0.24429504\n", - " 0.15058322 0.64413374 -0.07427611 0.34701323 0.09813453 -0.31143254\n", - " 0.33810485 0.31035909 -0.20016836 -0.12924621 -0.43408304 -0.26029206\n", - " -0.39678347 0.1980837 0.0069345 0.41789976 0.1340257 0.70171275\n", - " 0.09258559 0.65896305 0.19861242 0.25264586 -0.07267456 0.89730254\n", - " 0.00911943 1.12794212 -0.35671139 -0.24698759 0.37843449 0.23849595\n", - " 0.21909592 -0.50905042 0.61958561 0.40951426 -0.26874378 -0.04433986\n", - " -0.28308648 0.15835204 -0.32490815 0.58387722 -0.11735693 0.16410444\n", - " 0.92034512 0.19178726 -0.40820321 0.70971526 0.27739091 0.26566508\n", - " -0.05065372 0.46219144 -0.22672129 0.02006295 -0.66461433 -0.37822873\n", - " 0.24441118 0.15289579 0.02201456 -0.40828986 -0.1586489 0.03207635\n", - " -0.30083267 0.58958193 -0.1078832 -0.24426667 -0.12942213 -0.16350449\n", - " 0.48685542 0.21242035 -0.24947907 -0.0766194 0.82413693 -0.11061841\n", - " -0.54407912 -0.15121678 -0.18784456 -0.35964714 -0.44045656 0.49045665\n", - " -0.02105876 0.07895846 0.09445705 0.53426113 0.33373843 0.28078436\n", - " 0.35214349 0.09439156 0.29161111 -0.44936477 -0.08583967 -0.0942686\n", - " 0.6414984 0.15369764 -0.26766705 0.1390524 -0.18780865 -0.12322346\n", - " 0.48905646 0.07719132 0.50983836 0.10436711 0.00365296 0.1546404\n", - " -0.18919009 -0.31564115 -0.70673097 0.43005603 -0.10666213 -0.10659039\n", - " -0.01492292 -0.0682248 0.03353563 -0.21173588 -0.21327841 -0.53552382\n", - " -0.16976319 -0.04713466 0.37663845 -0.10087233 0.31842722 0.55016882\n", - " -0.18894763 -0.21528593 -0.41293587 0.14372116 -0.69448612 -0.26976153\n", - " 0.04676689 0.38121629 0.07620166 -0.08006428 0.40794191 0.10277776\n", - " -0.05518569 -0.46648438 -0.21227537]\n", - "Found 7786 total galaxies in catalog for cluster 30553\n", - "[-0.44449465 -0.38810593 -0.09664437 ... 0.41326337 0.18350303\n", - " -0.14555847]\n", - "Found 1777 total galaxies in catalog for cluster 11651\n", - "[-0.33515733 0.19848149 -0.08900402 ... -0.19016788 0.397141\n", - " -0.16584072]\n", - "Found 2526 total galaxies in catalog for cluster 27728\n", - "[ 0.13694897 0.1554163 0.30953454 ... -0.30344544 -0.22345805\n", - " -0.20146981]\n", - "Found 2665 total galaxies in catalog for cluster 30757\n", - "[0.13946427 0.06245966 0.37105132 ... 0.00066648 0.01931731 0.14546627]\n", - "Found 5370 total galaxies in catalog for cluster 32634\n", - "[-0.09551192 0.09198529 0.21382127 ... 0.33627811 -0.41407367\n", - " -0.14949823]\n", - "Found 3080 total galaxies in catalog for cluster 33429\n", - "[ 0.20546725 0.04636569 -0.21523643 ... -0.51893021 0.27135047\n", - " -0.06322628]\n", - "Found 1942 total galaxies in catalog for cluster 15656\n", - "[ 0.01148406 -0.13790827 -0.17032915 ... -0.40605118 0.47062627\n", - " -0.25639667]\n", - "Found 662 total galaxies in catalog for cluster 29784\n", - "[-4.93485033e-01 -3.93182798e-02 1.15591253e-01 -4.85935257e-01\n", - " 4.27971668e-01 1.25320157e-02 2.30907641e-01 4.86057397e-01\n", - " 2.77246671e-01 -3.10816712e-01 -3.18679794e-01 -5.10387034e-01\n", - " 3.67945367e-01 5.76948572e-03 -8.53625264e-02 2.36921093e-01\n", - " 2.47834973e-01 -5.46050449e-01 4.27611390e-01 1.40895063e-01\n", - " 4.20044527e-02 1.92441562e-01 -5.33161727e-02 -1.21445889e-01\n", - " -4.42323908e-01 3.09001224e-01 4.73252359e-01 2.23373750e-01\n", - " 4.05303148e-01 1.44284182e-01 -1.21465514e-01 -5.20851157e-01\n", - " -4.38787308e-01 4.55601443e-01 -7.76401676e-02 7.98851646e-02\n", - " 3.06089588e-01 -2.37535233e-02 -5.01512511e-01 -4.31345068e-01\n", - " -1.59036927e-01 2.43932222e-01 -5.13635126e-01 4.29508216e-01\n", - " 2.60898870e-01 2.80043443e-01 -9.66927783e-02 -3.88177871e-01\n", - " 2.71600958e-01 6.33830196e-01 -2.79945409e-01 1.42825250e-01\n", - " 8.10570861e-02 3.94453656e-01 4.85794799e-01 -2.64018784e-01\n", - " 1.20532839e-01 2.83647388e-01 6.87059926e-01 -1.10278487e-01\n", - " -3.57214947e-01 -8.14345252e-02 -5.31349874e-01 -2.26889727e-01\n", - " -2.64295834e-02 1.30452592e-01 -1.98184871e-01 -2.12009355e-01\n", - " -6.26590597e-01 -1.51344325e-01 -2.27985594e-01 -3.34177160e-01\n", - " -9.88984504e-01 6.68901057e-03 -1.79508101e-01 5.95902546e-02\n", - " 1.71072155e-01 2.47506242e-01 -2.54200924e-01 3.23317927e-01\n", - " -5.19653640e-02 -3.92637675e-01 -7.64026908e-01 -2.07129313e-01\n", - " -1.45049629e-01 -2.32857967e-01 -4.54610204e-01 -2.82543275e-01\n", - " -2.97341765e-02 1.26404939e-01 -5.36731710e-01 -8.50205709e-02\n", - " 6.23371012e-02 9.96753334e-03 -2.84310635e-01 -4.17366142e-01\n", - " 3.26495995e-01 3.59853342e-01 -6.15408126e-01 -2.43329411e-01\n", - " 4.38786568e-01 -1.51120146e-01 -2.47104565e-01 1.50843963e-01\n", - " 2.23238680e-02 1.64050892e-02 2.48108513e-01 8.71719685e-02\n", - " 2.48082141e-01 -1.73798206e-01 -4.78756249e-03 4.07951096e-01\n", - " 4.24429488e-01 -9.50517790e-01 4.69755501e-01 1.21888513e-01\n", - " -2.20890408e-01 -2.78581081e-02 -5.77482342e-01 -6.29668378e-02\n", - " 2.03985267e-01 -6.42040653e-01 -2.19057692e-01 -8.51474747e-02\n", - " 2.74326678e-01 8.50500440e-02 -8.23625541e-01 4.41684238e-02\n", - " -8.24101337e-02 5.13796370e-01 2.30247240e-01 2.20500610e-01\n", - " -5.15015283e-01 3.03006697e-01 4.58558668e-01 2.21947379e-01\n", - " 2.98628676e-01 -2.77639220e-01 3.16596930e-01 1.02593299e-01\n", - " -3.60450488e-02 -1.20658894e-01 3.30478555e-01 -1.30401254e-01\n", - " -4.00142915e-01 -2.83906075e-01 -1.23758327e-01 -4.75572657e-01\n", - " 1.93707535e-01 3.60745129e-01 2.26968858e-01 -5.52371727e-02\n", - " -2.92400992e-01 1.79903572e-01 8.81068135e-01 6.01559968e-01\n", - " -6.58059548e-01 6.84624861e-01 1.28208466e-01 3.11884303e-01\n", - " 2.43204760e-01 -3.56264329e-01 1.82460681e-01 1.22048392e-01\n", - " -2.25399750e-01 2.39985025e-02 -2.61285699e-01 3.06567395e-01\n", - " -1.29871745e-01 1.17231939e-01 2.82977745e-01 -2.87047734e-02\n", - " 4.27230835e-01 2.10880717e-01 5.99478787e-01 1.04740249e-02\n", - " 6.55870320e-01 8.34737935e-01 -5.09792468e-01 4.09110286e-01\n", - " 3.78723860e-01 -1.38402018e-02 3.04917363e-01 3.67867603e-02\n", - " 5.27108558e-02 -3.59780236e-01 5.26533062e-01 2.21979989e-01\n", - " -5.52704266e-02 -1.03832356e-01 4.71329186e-01 -1.82575999e-01\n", - " 3.54063333e-02 -9.08870480e-02 -1.34430884e-01 -1.19443494e-01\n", - " -4.95430140e-02 2.17479977e-01 1.28189684e-01 2.09248787e-01\n", - " 3.29393773e-01 -3.01907784e-01 6.34517258e-02 1.94399337e-01\n", - " -2.44258903e-02 -4.22619462e-01 -3.64010200e-01 3.09319584e-01\n", - " -5.13760896e-01 3.96206230e-01 -1.32586099e-01 -4.26909109e-01\n", - " -3.16001532e-01 -1.15554953e-01 -2.84450062e-01 -3.48797028e-01\n", - " -1.55106647e-01 2.21744466e-01 6.87374755e-02 -6.79419371e-01\n", - " -2.51437026e-01 6.14944215e-01 1.38147172e-01 2.33362547e-01\n", - " 2.05653385e-01 -5.96883198e-01 -4.61450585e-01 2.04196222e-01\n", - " -2.70755285e-01 -3.55138635e-01 -3.16780539e-01 -3.37200334e-01\n", - " 2.43501439e-01 4.58112224e-01 9.52059148e-02 -3.11470833e-01\n", - " 4.04933056e-01 5.54655136e-04 3.01088786e-01 2.75996694e-01\n", - " 1.12463255e-01 -2.28735861e-01 1.49449357e-01 2.65941433e-01\n", - " 1.95334226e-01 2.32759325e-01 2.33699491e-01 2.00916615e-01\n", - " -3.81253653e-01 -5.23259727e-01 3.95417843e-01 6.45081234e-01\n", - " -2.00814732e-01 1.70283015e-01 1.79837707e-01 2.03219033e-01\n", - " -3.76950209e-01 5.11703480e-01 6.34310790e-02 -5.82685380e-02\n", - " -4.22609131e-03 -4.97911036e-02 9.69433294e-02 1.22084635e-01\n", - " -3.33491552e-02 -1.42661489e-01 1.57688983e-01 -3.71108007e-01\n", - " 2.34807459e-01 1.85417781e-01 -5.83759227e-02 3.47775518e-01\n", - " -1.36178192e-01 4.49054531e-01 8.70500672e-02 -3.48201089e-01\n", - " 4.46701010e-01 -1.59714544e-01 5.04437120e-01 -1.27884928e+00\n", - " -4.93273046e-02 9.32557814e-02 -3.59446883e-01 -5.78523638e-01\n", - " -2.50766891e-01 -3.16097463e-01 8.92384935e-02 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" -1.50244002e-01 -3.99108336e-01 2.70163830e-01 3.49386933e-01\n", - " 2.48386778e-01 -3.24426505e-01 -2.41898536e-02 -2.46996395e-03\n", - " 2.82085251e-01 -1.87017544e-01 3.10285456e-01 1.36889084e-01\n", - " 1.19492689e-01 -2.06656943e-01 -3.98616257e-01 4.41822575e-01\n", - " 6.37796189e-02 1.14369700e-02 7.74184631e-02 -6.97068781e-01\n", - " -4.13787078e-01 -5.11389124e-01 1.63110344e-01 1.07063812e-01\n", - " -7.44546956e-02 -2.04188593e-01 1.58340148e-01 3.42275497e-01\n", - " 3.20444351e-01 -3.58681277e-02 1.99525974e-01 1.03604150e-01\n", - " 2.74447322e-01 -3.37200725e-01]\n", - "Found 1912 total galaxies in catalog for cluster 22630\n", - "[-0.39071603 -0.14400996 0.41905312 ... -0.66754419 -0.15596318\n", - " -0.05904138]\n", - "Found 942 total galaxies in catalog for cluster 17777\n", - "[-3.95593163e-01 -1.83211619e-02 1.75957686e-01 -3.91414278e-01\n", - " -3.05787677e-01 -1.84912515e-01 1.52502399e-01 -9.25738215e-01\n", - " 3.89334765e-01 -8.47039597e-02 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-1.77090791e-02\n", - " -4.79826705e-01 -2.20856284e-01 4.93184001e-01 -4.34392017e-01\n", - " 3.69841658e-01 1.18334065e-01 -2.01862124e-02 -6.25784681e-01\n", - " -3.68729295e-01 -8.99939715e-01 -1.09178111e-02 1.94314649e-01\n", - " 3.28368890e-01 -3.70455960e-01 9.56752666e-02 5.93369065e-04\n", - " 3.84287462e-01 -1.07234844e-01 -3.35959481e-01 5.46087168e-02\n", - " -2.81249247e-01 1.99054504e-01 -2.08650353e-01 -2.93333070e-01\n", - " -1.20266999e-01 4.75524924e-01 -6.44443000e-02 -5.29936176e-01\n", - " -3.59652758e-01 1.82654445e-01 -4.98151415e-01 -3.95537128e-01\n", - " 4.27358314e-01 -7.56465594e-02 -3.20118455e-02 1.72963301e-01\n", - " -2.27663843e-01 -1.73825463e-01 -3.76844034e-01 1.01206883e-01\n", - " -2.94485335e-01 -4.81444041e-01 2.26655999e-01 -9.32851092e-02\n", - " 1.67856008e-01 1.24005330e-01 -1.58167068e-01 -1.36721575e-01\n", - " 3.48581898e-01 -3.64015687e-01 4.34438423e-01 4.34064632e-01\n", - " 7.34155411e-02 3.48409305e-01 3.25367055e-01 1.06197164e-02\n", - " -2.77867116e-01 3.73548865e-01 4.81114423e-02 1.57166478e-02\n", - " -6.89933933e-02 9.56962504e-02 -4.24424977e-01 7.88670575e-02\n", - " -2.15868270e-01 -4.85700656e-03 3.82362446e-01 2.89528480e-01\n", - " -2.07479214e-01 -1.94643327e-01 8.34141935e-02 -3.23699442e-01\n", - " 4.05128484e-02 4.67508306e-01 5.71515107e-01 1.00382375e+00\n", - " 1.23681291e-01 3.59373571e-02 2.81598949e-01 4.21377958e-01\n", - " -6.91188117e-02 1.58661449e-01 5.06176761e-01 -3.06650881e-01\n", - " -1.16205987e-01 1.52644600e-01 -3.21448779e-01 -9.94525437e-02\n", - " -7.82167842e-02 -1.75154899e-01 1.40473714e-01 -3.30690282e-02\n", - " -3.95941802e-01 -1.17418317e-01 -2.67639495e-01 3.51751954e-01\n", - " -1.55116469e-01 4.66472003e-01 6.87738159e-02 -4.20788952e-01\n", - " -2.56742759e-01 -9.02385393e-01 -1.20003564e-01 -9.06735658e-01\n", - " 1.06154671e-01 -2.05294461e-01 1.97932255e-01 -6.94800434e-01\n", - " -3.24944748e-01 -3.24053678e-01 -2.17867263e-01 -3.20848860e-01\n", - " 2.10419019e-01 7.73799647e-02 7.15146769e-02 -1.86282196e-01\n", - " 2.87422372e-01 3.15368745e-01 4.10529797e-01 -1.10590007e-03\n", - " 7.16280305e-02 4.10830347e-01 2.35143291e-01 1.63992898e-01\n", - " 5.45871851e-01 -1.04204181e-03 -4.11943179e-02 2.81905836e-01\n", - " 6.67658319e-01 1.42237540e-02 3.61022551e-01 -3.02903557e-01\n", - " 2.57079024e-01 2.63281416e-01 1.89493560e-01 3.41307425e-02\n", - " -1.02790090e-01 8.24551894e-02 -3.89549274e-01 5.96090178e-01\n", - " 2.74397832e-01 -4.93630021e-02 2.38216089e-01 1.64324356e-01\n", - " 2.14897693e-01 -4.74719667e-01 -1.48686180e-01 1.64047848e-01\n", - " -2.36061859e-01 2.96570168e-01 -9.02860485e-02 5.65299941e-02\n", - " 6.31053063e-02 2.27314358e-01 1.94451008e-01 -2.79059415e-01\n", - " 1.42955167e-01 -2.40797534e-01 1.81075593e-01 -2.80433204e-01\n", - " 9.79280123e-02 -1.10089638e+00 3.19403643e-01 8.60309833e-04\n", - " -6.36977618e-01 1.96452837e-01 -1.89611837e-01 4.00694817e-01\n", - " -1.18055015e+00 -3.78740928e-01 7.35255683e-01 7.17374803e-01\n", - " -5.76342434e-03 7.16317146e-01 -2.49017122e-01 -3.38277391e-01\n", - " -1.07529899e-01 3.76303213e-01 -6.59701055e-02 4.95639314e-01\n", - " 3.02702845e-03 5.78009233e-02 -2.96241345e-01 3.66013680e-01\n", - " 6.66586157e-02 -9.02273727e-02 2.92749705e-01 1.44199060e-01\n", - " 4.16214448e-01 -2.50786959e-02 3.30307214e-01 4.95279201e-01\n", - " 2.52458274e-01 -7.34970969e-01 1.95856166e-01 3.58687499e-01\n", - " 3.02067538e-01 3.73115859e-01 2.29849517e-01 2.74788734e-01\n", - " -1.09763110e-01 -4.77193673e-01 3.81265645e-01 -5.27857767e-02\n", - " 1.88305672e-01 -1.73287611e-01 1.01000941e-01 -5.40946448e-02\n", - " -2.84804977e-01 -1.24669765e-01 1.12790670e-01 -1.44997507e-01\n", - " 3.17961292e-01 2.02372682e-01 4.24170594e-02 -2.49509389e-02\n", - " 3.31438024e-01 -2.05105129e-01 -2.06860329e-01 -5.47204465e-01\n", - " -2.64617005e-03 2.63120835e-01 5.58834266e-01 1.23167433e-01\n", - " -9.42585422e-02 -1.29204966e-01 7.39181012e-01 5.62525744e-02\n", - " -7.22097667e-02 4.03070217e-01 2.80998188e-01 -2.70367004e-01\n", - " -1.03242661e-01 -2.87191182e-01 -3.12533623e-01 4.52622388e-02\n", - " -1.70958523e-01 2.32499668e-01 -6.28779187e-01 -3.25549244e-01\n", - " 1.25613326e-01 8.95154229e-03 -4.19857801e-02 2.98716181e-01\n", - " -3.66676607e-01 3.19585682e-01 -6.31282391e-02 -7.25343042e-02\n", - " -6.37414181e-01 2.87005205e-01 2.77411251e-01 -6.41496116e-02\n", - " -1.39922713e-01 3.33164805e-01 -6.37039048e-03 3.43227953e-01\n", - " 3.16746657e-01 5.06407192e-01 2.73698089e-01 3.09825115e-01\n", - " 6.45307851e-01 1.74276195e-03 -1.02535465e+00 -3.76244875e-01\n", - " -2.01185011e-01 1.84814320e-02 -2.25027004e-01 -3.14963795e-01\n", - " -4.98993591e-01 1.92733218e-01 -3.23634598e-01 1.84089955e-01\n", - " -3.93686771e-01 1.08274386e-01 -2.93709850e-01 1.20457392e-01\n", - " 2.56281114e-01 3.73264467e-01 -2.53400108e-01 6.15838291e-02\n", - " 1.00004816e-01 -4.13857549e-01 -2.96885080e-01 -4.19785812e-03\n", - " 5.65569374e-01 -1.62670847e-01 -2.60007348e-01 -1.39963151e-01\n", - " -2.11006627e-01 3.11761438e-01 7.24003467e-02 4.00867403e-01\n", - " 2.48917735e-01 3.23795195e-01 3.30702262e-01 2.36732501e-01\n", - " -8.56959996e-01 -5.04182888e-02 2.39745976e-01 1.34145267e-01\n", - " 4.55732708e-01 5.03274833e-01 -6.72908414e-02 9.93668198e-02\n", - " 1.58168087e-01 -7.99220302e-02 1.41481243e-01 1.22098308e-03\n", - " 2.62566888e-01 1.19331174e-01 -9.26381035e-01 3.10556163e-01\n", - " 5.26501724e-01 -1.31105239e-01 -4.22463374e-02 -2.15026698e-01\n", - " 3.33521525e-01 -1.95038070e-02 -3.68557439e-01 -2.77523961e-01\n", - " -2.66178263e-01 -2.68270645e-01 -5.96847624e-02 3.37109501e-02\n", - " -2.49411620e-01 6.17416598e-02 5.53928050e-01 -7.19400507e-01\n", - " 4.89094212e-02 -4.86336739e-01 -1.82641352e-01 3.28267072e-01\n", - " 4.65758278e-01 -1.63628800e-01 -5.57367696e-01 -3.27427577e-01\n", - " -8.31570977e-02 -2.27467930e-02 -2.99811311e-01 -1.23319226e-01\n", - " -3.15223099e-01 -1.40356271e-01 -1.40629324e-01 -1.23467385e-01\n", - " -7.90362408e-01 5.42048727e-01 2.17710037e-01 2.02118069e-01\n", - " 8.59453939e-02 -1.99592233e-02 2.32235823e-01 1.54436722e-01\n", - " 6.53466056e-01 -5.90792647e-01 7.87159290e-02 -3.29381900e-01\n", - " 1.52415474e-01 -6.58748442e-01 9.29622592e-02 -2.29210064e-01\n", - " 3.91578215e-01 -1.50512389e-01 1.35323836e-01 2.60255276e-01\n", - " 7.96168165e-02 -6.02411904e-02 5.52067461e-01 2.35251733e-01\n", - " 3.36991485e-01 -5.47298584e-01 -1.87030704e-01 3.83436762e-02\n", - " 5.21367311e-01 -3.18065134e-01 -2.89343817e-01 3.39230366e-02\n", - " -2.01124759e-01 -6.83703262e-01 3.18541597e-01 5.51155147e-01\n", - " 4.82538267e-01 -2.39644115e-01 4.41179754e-01 1.59865160e-01\n", - " 6.41917657e-01 -1.04112469e-01 8.74578835e-02 3.12283908e-01\n", - " -5.12793524e-03 -4.55468957e-02 1.42576408e-01 -1.55211503e-01\n", - " 5.81687126e-02 -1.10653703e-01 5.35805476e-02 -2.69338132e-01\n", - " -2.85486949e-01 4.06483436e-01 -8.11684597e-01 2.63537261e-01\n", - " 4.58653259e-01 -2.09091250e-01 -2.40408177e-01 1.85867177e-01\n", - " -3.31300439e-03 3.72158489e-01 -5.61019953e-02 1.14593896e-01\n", - " -5.01178072e-02 -3.21134775e-01 3.30668047e-01 -2.80468946e-01\n", - " 1.74894510e-01 -7.98710742e-02 1.94136829e-01 5.87561965e-01\n", - " -7.09466166e-01 2.52049952e-01 -2.29756915e-01 3.46887375e-01\n", - " -9.71405924e-02 5.13310012e-01 -3.22427825e-01 -1.57897697e-02\n", - " 1.42475276e-01 -1.94160956e-02 -6.84278624e-01 1.28727079e-01\n", - " 3.57022493e-01 2.32622262e-01 2.63479407e-01 6.29491756e-01\n", - " 3.03520590e-01 5.73196329e-01 2.84786419e-01 4.44060102e-01\n", - " 2.26646521e-01 6.40761689e-02 2.87457896e-01 1.35269460e-01\n", - " 2.63151346e-01 -4.38170720e-01 2.92797724e-01 4.04798866e-01\n", - " 3.29504244e-01 -6.46056316e-01 -3.67838688e-02 -1.00170596e-01\n", - " 3.11676090e-01 3.61079615e-01 -7.97444200e-01 -2.40714977e-01\n", - " 1.08134851e-01 6.56177862e-04 5.29981951e-01 -2.49542566e-01\n", - " 2.26456706e-02 3.38381927e-01 1.04626348e-01 -2.80188869e-01\n", - " -2.17965766e-01 2.32964326e-01 -5.84861863e-01 -1.93884438e-01\n", - " -2.94664167e-01 2.62443027e-02 -1.15911275e-01 -6.15210193e-01\n", - " 2.78346409e-01 6.16727261e-02 -2.09917574e-01 2.55329113e-01\n", - " -2.03342420e-01 -2.13362595e-01 3.56690579e-01 -2.67472111e-01\n", - " -1.21809656e-02 -7.40875811e-02 1.79222600e-01 2.61585060e-01\n", - " 7.46191362e-02 -2.94209244e-01 4.01015391e-01 2.93772943e-01\n", - " 2.62395211e-01 5.70457461e-01 -2.73675090e-01 6.46921890e-02\n", - " 8.08461698e-02 -2.96006961e-01 -1.86980816e-01 -4.47452399e-01\n", - " 2.17935469e-01 2.60402086e-01 -3.79101669e-01 7.59358545e-02\n", - " -3.17594960e-02 -3.00585371e-01 1.71697849e-01 -2.10398931e-01\n", - " 5.82740438e-02 4.02551781e-01 -7.29623084e-01 -1.70907134e-01\n", - " 2.88955176e-02 4.37238982e-01 -2.38514078e-01 -1.81658338e-01\n", - " 7.19982753e-03 -1.90987823e-01 -3.76636336e-01 3.52318033e-02\n", - " -2.71970366e-01 4.36271843e-01 3.01436286e-01 1.27997466e-01\n", - " 5.07009010e-01 4.83726655e-01 1.99269297e-01 -3.61062913e-01\n", - " -2.33719143e-01 -2.36977084e-02 -6.89361391e-02 -1.86126863e-01\n", - " 3.87929891e-01 1.48608996e-01 7.63326205e-02 2.04808359e-01\n", - " 3.42785584e-01 1.92203362e-01 1.35904485e-01 -2.83971724e-01\n", - " -1.78197837e-01 -1.37748786e-01]\n", - "Found 2126 total galaxies in catalog for cluster 33569\n", - "[-0.37351413 0.02348757 0.52942402 ... -0.10348083 -0.39138865\n", - " -0.00710725]\n", - "Found 1969 total galaxies in catalog for cluster 39996\n", - "[-0.06028599 -0.07208282 0.26710772 ... 0.09626804 -0.21497911\n", - " -0.33765771]\n", - "Found 3464 total galaxies in catalog for cluster 37007\n", - "[ 0.38627209 -0.22459263 0.15565324 ... -0.27118689 0.15528643\n", - " 0.19650853]\n", - "Found 4503 total galaxies in catalog for cluster 25937\n", - "[ 0.15255857 -0.41420091 -0.28794845 ... 0.35373825 0.02635474\n", - " -0.12560845]\n", - "Found 1258 total galaxies in catalog for cluster 24386\n", - "[ 0.21308403 0.17995079 0.06364067 ... 0.14351361 -0.0817034\n", - " -0.04722498]\n", - "Found 4662 total galaxies in catalog for cluster 44685\n", - "[ 0.17909645 -0.04613428 0.37896769 ... -0.31015379 0.1780916\n", - " 0.19298336]\n", - "Found 2258 total galaxies in catalog for cluster 48725\n", - "[ 0.14522843 0.33204951 0.31876771 ... 0.50791491 0.46593889\n", - " -0.29535285]\n", - "Found 1761 total galaxies in catalog for cluster 27260\n", - "[ 0.0761151 -0.32024336 0.46808472 ... -0.31756387 -0.55119146\n", - " -0.19373682]\n", - "Found 1011 total galaxies in catalog for cluster 35316\n", - "[ 0.18640327 0.53705982 -0.11451776 ... 0.37287635 -0.35217778\n", - " 0.13334764]\n", - "Found 872 total galaxies in catalog for cluster 59428\n", - "[ 1.84090310e-01 -1.55499827e-01 -4.23623995e-01 -3.10083812e-01\n", - " 1.16633972e-01 -3.53786746e-02 2.89823822e-01 -1.95539449e-01\n", - " -5.67246076e-01 -5.43893869e-02 1.08996643e-01 8.22248996e-02\n", - " -8.20301112e-01 -4.21833630e-01 -4.34913998e-02 1.59144810e-01\n", - " -2.06578152e-01 4.56639905e-01 -5.20579154e-02 2.30529290e-01\n", - " -5.82168474e-01 4.82797846e-01 -3.61310035e-01 4.34235398e-01\n", - " 5.71772821e-01 -2.71393715e-02 -6.25432438e-01 2.84637558e-01\n", - " -1.74735168e-01 -6.05654637e-01 -5.60243253e-02 -4.15739497e-02\n", - " -8.18763969e-01 8.14045107e-01 -3.12477356e-01 -3.72478176e-01\n", - " 1.35651486e-01 2.84143337e-01 1.41765001e-01 2.16728875e-01\n", - " 4.42056864e-01 4.69901847e-01 -3.86602816e-01 5.64532824e-02\n", - " -4.06461632e-02 1.24057670e-01 -4.07053095e-01 9.03724655e-02\n", - " -4.45830631e-01 -7.75405717e-01 -3.33891658e-01 -1.74189018e-01\n", - " -3.22607539e-01 -4.44100015e-02 1.01980963e-01 5.63756901e-01\n", - " -5.77234383e-01 -3.24724415e-01 2.98394507e-01 -5.18271417e-01\n", - " 5.68567690e-01 -4.85337213e-01 -4.54079328e-01 2.34800611e-02\n", - " 9.73545385e-02 3.01179848e-01 1.92151832e-01 8.43443115e-01\n", - " 1.08558138e+00 4.31609701e-01 4.39208976e-01 3.82054435e-01\n", - " -1.39793791e-01 1.34310448e-01 -6.61232345e-02 -8.06632245e-02\n", - " 2.00456020e-01 -9.89238994e-03 -3.74937654e-01 5.10717707e-02\n", - " -2.78674351e-01 -2.13860107e-02 -1.33700552e-01 1.33722406e-01\n", - " 2.76819619e-01 -6.68236258e-01 -1.72209348e-02 -5.02752559e-02\n", - " -2.79069347e-01 -5.07764931e-01 -1.38159037e-01 -8.24470357e-02\n", - " 2.31963983e-01 -4.29455467e-01 -4.51992426e-01 -1.96440175e-01\n", - " -1.45259891e-01 3.56630635e-01 4.22561560e-02 2.40738045e-01\n", - " -3.81787982e-02 1.20481766e-01 5.71770937e-01 -5.44029577e-01\n", - " -6.48417387e-02 2.54163987e-01 1.02094690e-01 3.57335689e-01\n", - " -5.69126091e-01 4.12786468e-01 6.26101092e-02 5.95342950e-02\n", - " -5.00489565e-03 1.96981434e-01 2.10141839e-01 -7.22815448e-01\n", - " -3.40042322e-01 -8.54243474e-01 -1.93927833e-01 1.15605794e-01\n", - " 3.22340202e-01 -7.39348709e-03 -1.28102831e-01 -1.00295255e-01\n", - " -2.66159364e-02 -2.56853320e-01 -5.23501450e-02 -2.76959726e-01\n", - " 2.62671030e-01 -6.01636522e-02 1.35078554e-01 -2.67342255e-01\n", - " -3.86416902e-01 -4.80112860e-01 -3.60982283e-01 3.04430563e-01\n", - " -3.58047833e-01 2.88025965e-01 6.49390419e-01 -1.24822435e-01\n", - " 1.35171160e-01 7.71564742e-01 7.64075849e-02 -2.41125692e-01\n", - " 4.17527427e-02 3.28410749e-02 3.16351980e-01 7.19289723e-03\n", - " -3.96601445e-01 -3.98107583e-01 7.41782207e-02 -3.65065769e-01\n", - " 2.46741917e-02 1.81132776e-01 6.79680176e-01 2.05797184e-01\n", - " -2.92622368e-01 4.59378577e-01 -1.17811876e-01 -5.10179288e-01\n", - " 1.95863433e-01 1.79292453e-01 2.59601797e-01 4.87378015e-01\n", - " 3.95405098e-02 -1.37790680e-01 3.05430471e-01 -1.06243741e-01\n", - " -3.96410522e-01 9.26900409e-03 -1.96715362e-02 -5.95538491e-02\n", - " 1.62607997e-01 -3.89287531e-01 -1.36585606e-01 2.64753912e-01\n", - " 6.38355832e-02 -2.23279206e-01 -4.42953088e-01 2.11724967e-01\n", - " 5.00713363e-01 9.14317238e-01 -1.99386057e-01 -3.27004817e-01\n", - " -2.27074137e-01 -2.09463530e-01 1.12824509e-01 -6.55213141e-01\n", - " -1.87165066e-02 2.97729542e-01 -4.09314808e-01 2.88623252e-01\n", - " -6.58686178e-01 9.74162296e-02 -3.18216680e-01 5.98215400e-02\n", - " -2.07628742e-02 -4.59564518e-02 -9.63665136e-02 -8.88630272e-02\n", - " 8.93985265e-02 8.97117381e-02 2.63245216e-01 -1.17934502e-01\n", - " -3.29043344e-02 -1.44138781e-02 -3.61919812e-02 4.11769750e-02\n", - " -3.33695749e-02 5.42083023e-02 -7.32900711e-01 -1.23174736e-02\n", - " 4.67644246e-01 1.51762572e-01 -9.25978974e-02 -3.11184803e-01\n", - " -5.81998874e-01 -5.35727969e-02 -2.01066294e-01 -7.71707543e-01\n", - " 1.73126474e-01 3.89470843e-01 3.76105886e-01 1.86692035e-01\n", - " 6.85384334e-02 -1.39886696e-02 -5.76824514e-01 -3.97279033e-01\n", - " -6.25997033e-01 2.79453500e-02 -7.37053455e-02 4.94433371e-01\n", - " -2.68353181e-01 -2.37467643e-01 3.50977531e-02 3.02205532e-01\n", - " 5.91479440e-02 -4.04008459e-01 -3.73713869e-01 -5.20474377e-01\n", - " 3.10766564e-01 3.65761214e-02 2.09546140e-01 -4.66107728e-02\n", - " -1.08573210e-01 3.84713334e-01 -1.01804878e-01 -2.53885916e-01\n", - " 4.03907993e-01 1.12788206e-01 -3.96834897e-02 6.25964335e-02\n", - " 2.01450128e-01 -2.21682856e-01 2.19676781e-01 -1.88713144e-01\n", - " 3.70695163e-01 -2.22315806e-01 4.61968691e-01 3.89346597e-01\n", - " -9.44579463e-02 -1.06792808e-01 3.52706997e-01 -3.79959421e-01\n", - " -2.67639450e-01 -3.15547466e-01 -2.44693752e-01 -2.48401862e-01\n", - " -1.15076156e-01 -6.41245727e-02 5.86382723e-01 7.60784879e-01\n", - " -3.00240761e-01 -6.60587175e-02 2.60919663e-01 -1.91976400e-01\n", - " 3.08217559e-01 -1.97763132e-01 7.92291249e-02 -6.73277990e-03\n", - " -5.07466520e-01 2.15473006e-01 3.37687937e-01 -1.83621806e-01\n", - " -3.36857984e-01 -3.11796140e-01 -1.14339285e-01 2.01501563e-01\n", - " 2.26054185e-02 1.21422578e-01 -1.56764712e-01 5.58677879e-01\n", - " -2.84114674e-01 -1.63130755e-01 -5.18897388e-02 -2.66913000e-01\n", - " 3.15336817e-01 1.13891365e-01 -2.06230993e-01 3.20335291e-01\n", - " 4.57908836e-01 -4.68257886e-01 1.05133099e-01 -1.89634467e-01\n", - " 3.33075129e-01 1.92622327e-01 -1.32370577e-01 -2.14180053e-01\n", - " -2.31507786e-01 -7.73221112e-04 1.22468936e-02 3.70484359e-01\n", - " -3.44782550e-01 -2.37326782e-01 -2.02713132e-01 8.55504871e-01\n", - " -5.43398056e-02 -1.08506249e-01 -1.90627181e-01 2.22219143e-01\n", - " -1.13853412e-01 -2.29843238e-01 -3.48049173e-01 -8.28530787e-02\n", - " -5.30956292e-01 5.26158566e-01 -1.79018510e-01 2.34088043e-01\n", - " -1.16290975e-01 3.99750387e-01 5.06937370e-01 5.91860452e-02\n", - " -2.46668276e-01 -4.50623094e-02 -7.92068359e-03 8.11862288e-02\n", - " 1.78242819e-01 5.42683520e-01 -8.22361041e-02 -1.24803226e-01\n", - " 7.17686736e-02 -4.55343289e-02 -1.95218026e-01 -3.30065062e-02\n", - " -8.60811532e-01 -3.30002370e-01 -4.10049033e-01 4.86234628e-01\n", - " -1.42114100e-01 -2.58345553e-01 -3.70185170e-01 -1.93046998e-01\n", - " -1.85104797e-01 -2.47709254e-01 -4.44919275e-01 9.98408435e-02\n", - " -5.37526318e-02 -4.98428846e-01 9.68648723e-02 -1.42229802e-03\n", - " 4.10251035e-02 -8.99067913e-02 -5.92061579e-02 5.02839960e-01\n", - " -2.70335706e-01 -1.95005058e-01 -6.58922944e-02 2.00270734e-01\n", - " -2.53254742e-01 3.46487510e-01 4.07138974e-01 -4.21773477e-02\n", - " 4.96556116e-02 1.96838816e-01 2.69549093e-01 1.71515590e-01\n", - " 6.34903617e-01 2.29058270e-02 2.27965170e-01 -5.42463155e-01\n", - " -3.57529302e-01 1.96219417e-01 -1.89516888e-01 1.26816488e-01\n", - " 2.46367962e-01 -2.10316697e-01 5.80174797e-01 -2.62768799e-01\n", - " 1.59646887e-01 -2.93075968e-01 -2.31771456e-01 -3.19472821e-01\n", - " 8.36906144e-02 -5.33751551e-01 -1.04248346e-01 -3.35008920e-01\n", - " 2.82393100e-01 2.00206968e-01 4.70984786e-01 4.88057157e-01\n", - " -3.15907394e-01 5.63227542e-01 6.75949423e-02 -1.81639067e-02\n", - " 3.13609981e-02 1.91456057e-01 -2.22422181e-01 4.89602501e-02\n", - " -3.92528723e-03 5.24730069e-01 -9.39281477e-02 1.06388796e-01\n", - " -1.50819572e-01 6.32456068e-01 -3.99552418e-01 -2.80389155e-01\n", - " -2.47378986e-01 -8.67833207e-02 -3.17846953e-01 3.80453686e-01\n", - " -1.70404592e-01 -3.82233912e-02 4.74342447e-01 -5.01414811e-01\n", - " 3.24745049e-01 -3.62343418e-01 -2.71529178e-01 4.85769304e-02\n", - " 1.69670051e-01 4.59377859e-02 2.48261614e-01 1.99579335e-01\n", - " 4.99374363e-01 -1.84405711e-01 6.73288581e-01 1.96351574e-01\n", - " -9.72911104e-02 -1.62629573e-01 1.42143583e-02 2.35261167e-01\n", - " 4.02651658e-01 -7.20492312e-02 -1.41151941e-01 9.54735211e-02\n", - " 4.44089637e-02 -7.33613445e-01 -2.98220859e-01 3.98171464e-02\n", - " -1.25480075e-01 -1.05628962e-02 2.76642548e-02 4.54161023e-01\n", - " 1.95981828e-01 1.72497673e-01 -2.99025298e-01 5.44112825e-01\n", - " 1.33980258e-01 1.36123414e-01 -1.33271021e-01 -1.03005943e-01\n", - " 5.43564133e-01 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3.25526234e-01 1.19989169e-01\n", - " 3.32512452e-02 6.81589492e-02 7.37590727e-02 2.61261137e-02\n", - " 3.97340443e-02 3.80382470e-02 -5.86424694e-01 -1.55933322e-01\n", - " 2.31616214e-01 -1.15646716e+00 -2.74744105e-02 2.54850071e-01\n", - " -4.98854272e-01 -2.20740569e-01 -1.11618051e-01 5.71033395e-01\n", - " 4.60587902e-01 -4.70362663e-01 -2.46954012e-01 -2.20622588e-02\n", - " -1.95998887e-01 3.05599221e-01 3.66437437e-01 -7.18577802e-02\n", - " 5.20771474e-02 5.42855618e-01 1.39074942e-01 7.61835675e-01\n", - " 1.28492781e-01 1.83911880e-01 -3.06188753e-01 9.36486694e-02\n", - " 5.75414536e-01 -4.82078430e-01 1.50046888e-01 1.99116982e-01\n", - " 7.17536238e-02 -7.03079370e-02 3.15389692e-01 -3.29039210e-01\n", - " 4.25342813e-01 -8.20787270e-01 -5.03451896e-02 -2.54728950e-01\n", - " 1.59197187e-01 5.40819994e-01 -2.78446794e-01 -6.66061979e-02\n", - " 3.78583882e-02 -8.89719582e-02 1.11939235e-01 7.05744666e-01\n", - " 4.71322134e-02 4.20600938e-01 -3.66222456e-01 -4.80384198e-01\n", - " 3.29365849e-01 2.94829555e-01 2.95424684e-01 1.74715092e-02\n", - " 1.09058058e-01 -6.18330238e-02 -3.83689935e-01 2.23586664e-02\n", - " 6.09191478e-03 -5.44846949e-01 -4.38364122e-01 -2.26121266e-01\n", - " -5.26283021e-01 -3.50849796e-01 -5.93186911e-01 3.55766097e-02\n", - " 3.60194186e-01 -3.97656401e-01 1.37162640e-01 8.64690719e-02\n", - " 5.41413631e-01 1.90142073e-01 -2.94414021e-01 5.76862208e-01\n", - " -1.65340675e-01 -6.00202340e-01 5.21425893e-01 -6.49877262e-01\n", - " 1.89256633e-01 1.14415017e-01 -4.07648060e-02 2.10089622e-02\n", - " 1.71320469e-01 -3.29623241e-01 4.89872202e-01 -2.22433720e-01\n", - " -3.06074134e-02 5.00969924e-01 -2.31684734e-01 -1.56888832e-01\n", - " -5.64598543e-01 -1.35061580e-01 -5.65317965e-02 3.77758740e-03\n", - " 3.86273549e-01 7.13591847e-01 1.65143677e-02 3.33501568e-01\n", - " 7.10102297e-02 -9.80868031e-02 4.56394244e-01 -4.19846403e-01\n", - " -6.17423815e-01 6.63667020e-01 -4.42893917e-01 1.17103918e-01\n", - " 6.13957580e-02 5.81056150e-01 2.36030108e-01 1.42166321e-01\n", - " -2.21603072e-02 -4.23074503e-01 6.78884692e-01 5.87333779e-02\n", - " -2.62619688e-01 -2.83703364e-01 2.51169522e-01 8.27216129e-01\n", - " 1.66881486e-01 4.10441027e-01 3.52744914e-01 -8.48895390e-02\n", - " -1.02860610e-01 -4.15607946e-01 -4.32614873e-02 -1.96935725e-01\n", - " -5.78033716e-01 2.52835538e-01 -2.41070842e-01 4.40505598e-01\n", - " 4.18936877e-01 -3.29943781e-01 3.68513502e-02 5.74652066e-02\n", - " 1.41162288e-01 -2.44571534e-01 -2.59563270e-02 2.60410660e-01\n", - " -6.94313185e-02 1.42666702e-01 1.02169567e-01 -3.35255562e-02\n", - " 2.39395189e-02 2.22089435e-01 -1.77678336e-01 3.88948171e-01\n", - " -6.05733165e-01 -1.80418579e-01 5.41467470e-01 -2.97358788e-01\n", - " -3.93519091e-01 1.23173182e-01 3.82914917e-01 1.28078870e-02\n", - " -1.18443825e-01 -5.83659578e-01 -3.09732203e-01 -3.22379248e-01\n", - " 4.43503782e-01 -1.23543415e-01 3.05586448e-01 -1.62343048e-01\n", - " 2.46914853e-01 1.34747334e-01 5.89592900e-01 -2.79002688e-01\n", - " 5.22044003e-01 -1.03363211e-01 -2.18001937e-01 -4.31715969e-02\n", - " -3.59789907e-01 2.29072702e-01 -6.91732275e-02 -3.88204968e-01\n", - " 3.52264395e-01 -1.81241337e-01 -2.74483003e-01 -2.01444665e-01\n", - " 1.71644865e-01 -4.95360333e-01 4.51497658e-02 6.63155467e-01\n", - " -4.39791353e-02 3.38049903e-01 -1.30049797e-01 -1.77026121e-01\n", - " -1.01564609e-01 5.13935257e-01 4.26774639e-01 -6.30835196e-01\n", - " 1.67606675e-01 -7.88777776e-02 -9.58871817e-02 -3.45652302e-01\n", - " -2.84942359e-01 7.81946672e-01 -3.34733665e-01 -1.66791146e-01\n", - " 3.17515187e-02 -1.97792166e-01 -6.23095285e-02 8.68329363e-01\n", - " 1.13407994e-01 6.30830801e-01 8.13179763e-02 -3.33710995e-01\n", - " -4.81655721e-01 -4.30782538e-01 1.17852730e-01 2.58451395e-01\n", - " 2.22314320e-01 -9.30945842e-01 6.38623312e-02 6.40705559e-02\n", - " 2.07167867e-01 1.98536166e-01 -5.04167830e-01 5.39371000e-02\n", - " 1.40397860e-01 -3.32196166e-01 2.23308554e-01 -2.98419794e-01\n", - " 2.32499554e-01 -9.09547111e-01 2.67493618e-01 2.96953939e-01\n", - " -1.30366332e-01 -6.73562790e-01 1.74256648e-01 4.74156782e-01\n", - " 7.50405781e-01 -5.01158038e-01 -1.75038218e-01 2.89984465e-01\n", - " 3.48791510e-01 -2.56865391e-01 -1.22940026e-02 -2.43448670e-01\n", - " 1.56950465e-01 -3.04449861e-01 4.44640126e-01 -1.93272367e-01\n", - " -9.29738427e-02 -8.35679004e-02 -4.20354547e-01 2.41518700e-01\n", - " -4.74308297e-01 2.95344439e-01 1.36795472e-01 -3.25576058e-01\n", - " 1.12492127e-01 6.18039683e-01 -8.04312044e-02 -3.77254576e-01\n", - " 2.08623540e-01 -2.56948848e-01 3.51710636e-01 -2.55565732e-02\n", - " 1.61078588e-01 1.07410058e-01 4.52379167e-01 -2.21298444e-02\n", - " 1.24865626e-01 -6.53481972e-02 -1.22791292e-01 3.20212799e-01\n", - " 2.86465102e-01 1.93612201e-01 4.81344055e-01 1.17578349e-01\n", - " 1.08769351e-01 4.78628744e-01 -5.22451060e-01 7.22715842e-01\n", - " 4.03044552e-01 1.26056589e-02 -2.34733635e-01 2.39431754e-01\n", - " -3.63291860e-01 3.66730470e-01 8.76357462e-02 -2.19760375e-01\n", - " 1.12871427e-01 4.17618594e-01 7.05137693e-01 -1.43148694e-01\n", - " -8.07237684e-02 2.49535161e-01 -1.71606202e-01 1.14775496e-01\n", - " 1.71145643e-01 -2.70999556e-01 2.23968608e-01 3.21996687e-01\n", - " 2.29715389e-02 2.29874253e-01 8.11417245e-02 3.66727127e-01\n", - " 5.17390356e-03 -8.67962616e-02 -1.38204096e-01 4.35341418e-01\n", - " 1.62746199e-01 1.24966320e-01 1.60727335e-01 -3.19658396e-01\n", - " 3.62580215e-01 -2.04504228e-01 3.75598951e-02 -8.75696785e-02\n", - " -1.44965835e-02 1.99154353e-02 -6.11118336e-01 2.72242399e-01\n", - " -1.06459883e-01 4.47842919e-01 -1.06162435e-01 2.74262892e-01\n", - " 1.31396332e-01 -3.09046294e-01 -3.13549276e-01 -3.55774090e-02\n", - " 3.71373071e-01 1.79524292e-01 2.39452014e-01 -2.36873855e-01\n", - " 1.43607591e-02 -2.44501189e-01 -8.87002734e-02 8.41676553e-02\n", - " 4.00604097e-01 9.44846131e-02 -1.42034148e-01 -1.24306234e+00\n", - " -5.39121951e-01 6.87629406e-01 5.90899023e-01 1.98083278e-01\n", - " -1.19930456e-01 7.69356946e-02 3.02265812e-01 4.97242200e-01\n", - " -3.32640441e-01 3.13647103e-01 -2.44946282e-01 -2.18226879e-01]\n", - "Found 1944 total galaxies in catalog for cluster 25976\n", - "[ 0.16948451 0.06431141 -0.34554189 ... 0.10446761 0.33850757\n", - " -0.43430721]\n", - "Found 2708 total galaxies in catalog for cluster 31596\n", - "[-0.30348774 0.09203968 -0.36204751 ... 0.61680268 -0.33752974\n", - " -0.10241494]\n", - "Found 5886 total galaxies in catalog for cluster 26346\n", - "[ 0.05561808 0.24120063 0.15636305 ... -0.22045771 0.03321205\n", - " -0.2305854 ]\n", - "Found 2469 total galaxies in catalog for cluster 36608\n", - "[ 0.07550331 0.32215916 0.57709214 ... -0.1793178 -0.24484238\n", - " -0.17460524]\n", - "Found 3301 total galaxies in catalog for cluster 26938\n", - "[-0.01549692 0.36769901 0.23853037 ... -0.39527082 0.02292563\n", - " 0.12189737]\n", - "Found 1179 total galaxies in catalog for cluster 74483\n", - "[-0.2718991 0.17279882 -0.32449521 ... -0.35447292 0.16231363\n", - " 0.0805656 ]\n", - "Found 2586 total galaxies in catalog for cluster 62882\n", - "[ 0.30365894 -0.45510557 -0.34545119 ... 0.59510717 -0.32169655\n", - " 0.02876253]\n", - "Found 366 total galaxies in catalog for cluster 25770\n", - "[-4.27322232e-01 -4.34908175e-02 5.14067394e-01 6.15667160e-02\n", - " 2.46517210e-01 2.21151791e-01 -4.89204299e-01 1.68410128e-01\n", - " -4.63005026e-01 -6.25874669e-02 -7.36704076e-01 6.13131971e-01\n", - " 1.75910598e-01 3.01997998e-01 -6.77689254e-01 -3.55233591e-01\n", - " 3.48156273e-02 -3.76474539e-01 7.83869118e-01 -1.29505865e-01\n", - " -2.77977413e-02 -1.71046961e-02 -1.41827127e-01 -4.43975817e-01\n", - " 8.27320874e-02 -1.27433170e-01 -4.48919629e-01 2.97928699e-01\n", - " -6.14946162e-01 -9.70088693e-01 4.19561939e-01 -9.42305452e-02\n", - " -9.09811973e-02 -2.16608255e-02 -9.72954089e-02 3.13101625e-01\n", - " 4.01250048e-01 -5.81262680e-02 3.35590908e-01 -8.28042693e-02\n", - " -5.26399344e-01 5.07189784e-01 3.30508795e-01 1.47963214e-01\n", - " 3.41113103e-02 -2.44874898e-01 2.05402440e-01 -1.13903500e-01\n", - " -5.02343756e-02 -4.12513333e-01 5.95112176e-01 2.19771619e-01\n", - " -1.64441106e-01 -2.32962518e-01 3.19206252e-01 2.04177802e-01\n", - " -2.09092612e-01 1.70933125e-01 1.06731489e-01 -4.25066285e-01\n", - " 9.36440234e-02 -6.98003213e-02 5.02121535e-01 4.48491877e-01\n", - " -6.30123230e-01 -1.57984491e-02 3.51279317e-01 4.10182259e-01\n", - " -1.67735418e-01 -1.52754002e-01 2.32908387e-01 2.72885945e-01\n", - " -1.84773198e-02 9.16554208e-02 2.14638641e-01 -6.36800479e-02\n", - " 4.04769090e-01 3.82163311e-01 -1.64864311e-01 -2.81442735e-01\n", - " 4.00245135e-01 -1.05439804e-01 3.07950478e-01 3.92617839e-01\n", - " -2.21155175e-01 2.58217971e-02 -1.60617174e-01 -3.62641573e-01\n", - " -2.02201773e-01 -5.23003024e-01 -4.69363182e-01 -2.12971778e-01\n", - " 4.11449933e-01 8.61852050e-01 -3.85246843e-02 7.04565645e-01\n", - " 1.28378413e-01 1.09392835e-01 -3.61593529e-04 1.65948077e-01\n", - " 1.68806790e-01 -1.49755939e-01 7.97544515e-02 -4.91776882e-01\n", - " 1.57058270e-01 -4.41529475e-01 -2.27649865e-01 -2.81616061e-01\n", - " 1.48257957e-02 1.91344412e-01 -9.00267161e-02 4.69245294e-01\n", - " 4.60795587e-01 1.91084844e-01 3.25838351e-01 -1.84348907e-01\n", - " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 6.43455376e-01\n", - " 8.92077520e-01 3.78667492e-01 1.34675543e-01 -2.24836948e-02\n", - " 1.67849483e-02 -2.16277538e-01 -3.55998451e-01 6.10233813e-02\n", - " 3.23551838e-01 1.44231623e-01 1.77551073e-01 4.51919328e-01\n", - " 2.56864166e-01 -3.83640502e-01 5.03447246e-01 -3.60317725e-02\n", - " -4.45667010e-01 3.16429235e-01 2.37750321e-01 -4.02255918e-02\n", - " -2.64538883e-01 3.89001426e-01 1.63128644e-01 -1.90722214e-01\n", - " -6.85477067e-01 -7.59474616e-02 2.85965345e-02 5.84547369e-01\n", - " -4.41565648e-02 7.42410418e-01 1.11784473e-01 6.40624707e-02\n", - " 7.25335713e-02 1.05882320e-01 1.50964811e-01 -1.91715449e-01\n", - " -2.21760215e-01 -2.38011883e-01 -3.29796741e-01 1.82142126e-01\n", - " -4.58948597e-01 1.40518883e-01 3.45958654e-01 2.76733216e-02\n", - " 3.78272541e-01 -3.66702231e-01 3.14235245e-01 -6.44813568e-01\n", - " 3.13887020e-01 -5.48768420e-01 -6.57137326e-01 4.10180845e-01\n", - " -2.02916495e-01 -1.18225964e-01 4.47155907e-01 -1.70064320e-01\n", - " 1.76169510e-01 7.79430637e-02 1.64106636e-01 -1.39640884e-01\n", - " 4.76925319e-01 -3.12867628e-01 4.46280837e-01 -8.30031681e-02\n", - " 9.02436712e-01 3.66215373e-01 1.87097363e-01 3.15404456e-01\n", - " -1.31552618e-01 6.95177438e-02 -1.85364571e-01 -2.37913069e-01\n", - " 1.80419303e-01 1.25604109e-01 -9.40787740e-02 3.45453050e-02\n", - " 3.55714498e-02 1.02214659e-01 2.60877238e-01 -4.06828321e-01\n", - " -4.82828005e-01 -4.21699356e-01 -5.79843153e-02 -5.33231782e-01\n", - " -6.06881203e-01 -1.54148185e-01 -4.53423573e-01 1.82586513e-01\n", - " 3.24583906e-01 1.28148378e-01 1.48273071e-01 -7.63012630e-02\n", - " -1.12353225e-01 6.23454460e-01 2.68454749e-01 6.12457604e-02\n", - " -2.65204358e-01 5.21016153e-01 2.53301935e-01 1.13705916e-01\n", - " 3.26544604e-01 9.57337068e-02 -1.96723565e-01 1.77497572e-01\n", - " 6.30646998e-01 -6.16361464e-01 -3.60828235e-01 -2.16997095e-01\n", - " 6.02805029e-02 -1.78062594e-01 8.83939594e-01 -5.62649383e-03\n", - " -1.90147348e-01 -6.22845711e-03 1.81426154e-01 -5.09076462e-01\n", - " -3.26504306e-02 1.53897684e-01 -1.06749021e-01 1.12395634e-01\n", - " -4.52290653e-01 -1.57005018e-01 3.16444946e-01 1.72774737e-01\n", - " 1.32641671e-01 2.10704056e-01 4.97270897e-01 1.30694624e-01\n", - " -1.95519326e-01 5.77082875e-01 1.53097004e-01 4.24219394e-01\n", - " 1.18114939e-01 6.13826435e-01 -1.19190672e-01 3.42579961e-01\n", - " 2.79693380e-02 4.30041106e-01 -2.00754053e-01 1.85581878e-01\n", - " 8.81828990e-01 -6.96006321e-02 -1.92992731e-01 -1.63170751e-01\n", - " -4.26747605e-01 4.58676166e-01 2.73779905e-01 3.26465671e-01\n", - " 5.65702395e-01 3.64146983e-01 4.32664481e-03 1.46442039e-01\n", - " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 1.21635446e-01\n", - " -3.03953974e-01 -3.99959162e-02 -6.35618152e-02 4.03769617e-01\n", - " 6.40653189e-01 -2.79839529e-01 5.60052860e-01 -9.15486862e-02\n", - " 2.88833893e-01 -1.39830638e-01 4.53173098e-02 -5.93483633e-01\n", - " -7.98640823e-02 4.42927244e-01 4.20834992e-01 2.30519585e-01\n", - " 1.41631569e-01 2.38740218e-01 -4.03073904e-01 2.38504962e-01\n", - " -2.96972464e-01 3.75628555e-01 1.64928114e-01 -5.82286397e-01\n", - " -5.00183940e-01 -2.48979505e-01 1.35235637e-01 -5.48880900e-01\n", - " -2.00139891e-02 2.17586759e-01 7.85697628e-02 -1.69908104e-01\n", - " -2.86917179e-01 -1.12520669e-01 -2.65171252e-01 4.02800011e-01\n", - " -3.00967283e-01 -8.53949853e-02 -3.27979672e-01 4.86011804e-01\n", - " -2.22472349e-01 2.89966859e-01 -6.28608058e-02 3.03264546e-02\n", - " 1.06658993e-01 -3.64765937e-01 3.68821088e-01 1.27140838e-01\n", - " 2.88691176e-01 5.36294966e-01 -7.24772123e-02 -7.13623093e-02\n", - " -2.41665116e-01 2.85443306e-01 -7.34435429e-02 -3.90029088e-02\n", - " -3.89026477e-02 -3.45806406e-01 -1.81013938e-01 1.20839908e-01\n", - " 4.69103570e-03 5.51888705e-01 3.17256583e-01 2.34881948e-01\n", - " 2.45479109e-01 -4.25617434e-01 2.79994447e-01 -1.01110578e-01\n", - " -1.15281670e-01 3.27655680e-02 2.41635690e-01 2.09977810e-02\n", - " -1.21703341e-01 -1.86967666e-01 4.91194154e-02 2.67296366e-01\n", - " -2.88306372e-01 1.58132581e-01 -2.71979857e-01 -7.77341820e-02\n", - " -2.06746701e-01 7.05876209e-01 1.26001441e-01 -1.04908896e-02\n", - " 1.00788115e-01 3.48352080e-01 2.94070682e-01 -4.04799042e-01\n", - " 3.31596837e-01 -9.40579929e-03]\n", - "Found 280 total galaxies in catalog for cluster 59302\n", - "[-0.2986062 0.22664667 0.39975389 -0.12622183 -0.30215194 0.27752927\n", - " 0.3776747 -0.3404986 -0.19415891 -0.04363727 -0.30838742 -0.28738742\n", - " 0.24023964 -0.10309753 -0.05795284 -0.10356654 -0.02946413 -0.1126654\n", - " 0.06988115 0.28158928 -0.20842448 -0.33730091 -0.01762769 0.43168148\n", - " 0.21386653 0.01602169 0.32854664 0.29035691 0.18012505 -0.30059596\n", - " 0.53010665 0.19503184 0.45022495 -0.16050412 -0.39278575 0.19610757\n", - " 0.4619246 0.15183532 0.50665203 0.09905482 0.16835089 0.28341029\n", - " -0.10651477 -0.06035347 -0.00200049 0.2864748 0.03218005 -0.09160233\n", - " 0.65309771 -0.47907369 0.25008195 -0.06133854 0.480196 -0.02978087\n", - " -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452 0.11134908\n", - " 0.24047602 -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705\n", - " 0.26278817 0.27993593 -0.02997445 0.42350423 -0.26590064 -0.01091568\n", - " 0.02584536 -0.22658026 0.17817805 -0.24329167 -0.17270076 -0.37587737\n", - " 0.55370774 -0.30051643 -0.85348321 -0.01928962 -0.26784695 0.40589241\n", - " 0.11081399 -0.40672256 0.33227331 0.44904955 0.31097719 0.0998535\n", - " 0.30327284 0.51225527 -0.03873786 0.32373473 -0.14305066 -0.2526311\n", - " 0.13302719 -0.00270377 0.45220135 0.20014768 -0.06265121 -0.14409919\n", - " 0.16573367 0.18805569 -0.3882322 0.04009703 -0.52955455 -0.03315316\n", - " -0.32243813 0.15925049 0.16027228 -0.09159386 0.04198187 0.25566216\n", - " -0.09855049 -0.03437923 0.36345961 -0.06419938 -0.35727209 -0.30940367\n", - " 0.2886936 0.61783619 -0.24275999 0.71624778 0.09743434 0.22820985\n", - " -0.30212772 0.03913842 -0.01436338 0.61247789 -0.03800425 -0.29828439\n", - " 0.67662641 -0.37694474 -0.35434536 -0.27358333 0.60517956 -0.22413163\n", - " 0.38183595 0.28543688 0.46177017 0.1140784 -0.59196988 0.5698269\n", - " -0.54949149 0.27892862 0.01372189 0.42709648 0.44531959 -0.01771833\n", - " -0.42291197 0.00604222 0.23991114 -0.0730514 0.08619012 0.0759593\n", - " 0.40233924 -0.67544697 -0.27618368 0.47662885 0.80014144 0.0331896\n", - " 0.84118728 -0.00860522 -0.19407331 -0.66630301 0.6073306 -0.17733756\n", - " -0.05078984 -0.74783914 -0.28950767 -0.10484004 -0.3158421 -0.75437396\n", - " -0.29700701 -0.06707425 0.24155822 0.40440298 -0.36403539 -0.17369476\n", - " 0.60337631 0.20819399 -0.23068501 0.09346703 -0.61638529 0.12911278\n", - " -0.07429038 -0.0996342 0.79708566 -0.06800888 -0.09954179 0.20449139\n", - " -0.06275295 -0.01737246 -0.13441127 -0.42624492 0.40878183 0.17816298\n", - " -0.59018023 -0.05265709 0.30820818 -0.33900044 0.36769866 0.02101731\n", - " 0.31823153 -0.15866534 -0.28665125 0.02369362 0.1739338 -0.27525552\n", - " -0.07408034 0.00206934 -0.2232127 -0.24671479 0.20660264 -0.09038704\n", - " 0.47563459 0.24916695 0.12540593 -0.57230805 0.08829456 0.29437735\n", - " -0.36513035 0.52602136 -0.03275276 0.17764793 -0.12380013 -0.24961409\n", - " -0.08062807 0.13297211 -0.18790088 0.15100134 0.05093718 -0.24053852\n", - " 0.20661209 -0.40599494 0.39353552 -0.80693118 -0.08068194 0.31418108\n", - " -0.08447529 -0.19196005 0.20718918 -0.13036097 0.05919465 0.19814096\n", - " 0.07135281 0.21768126 0.26770758 0.6012541 0.22159095 -0.52321125\n", - " -0.04816206 -0.22052851 0.15482333 -0.10586041 -0.22419676 -0.24407898\n", - " 0.09987012 0.66201625 0.06799898 0.18451241 0.38248772 -0.55454228\n", - " -0.64649552 0.13287805 0.25907102 -0.02901425 -0.21811736 -0.10841417\n", - " -0.36082228 -0.03256143 0.56831397 0.02105735 -0.48431863 0.44250774\n", - " 0.24748163 0.70702928 0.2749094 -0.20379784]\n", - "Found 776 total galaxies in catalog for cluster 53335\n", - "[-2.83870452e-01 -1.36456870e-01 -3.54751394e-01 2.17147355e-01\n", - " -2.71902507e-01 -8.31518849e-01 1.04325543e-01 4.59107975e-02\n", - " -7.58816059e-03 -4.73250806e-01 4.20004272e-01 5.88350222e-01\n", - " 1.88772767e-01 2.47700215e-01 -5.10638254e-01 4.71724139e-01\n", - " -1.99004272e-02 -1.26155060e-01 -9.12737976e-02 -2.69993681e-02\n", - " -9.35025358e-02 -2.75462818e-01 9.01820361e-02 3.22515528e-01\n", - " 7.48911547e-02 -4.08302868e-03 5.61169246e-01 4.15968500e-02\n", - " -4.44437007e-01 1.80650741e-01 -1.40999611e-01 -6.29368570e-01\n", - " 2.94373808e-01 1.47114260e-01 2.06811135e-02 3.53487888e-01\n", - " 5.25948545e-01 -4.46629166e-01 2.41300290e-01 2.44781890e-01\n", - " -7.52754212e-02 1.11432458e-01 4.05849466e-01 -8.24180363e-02\n", - " -1.24153489e-01 4.56957815e-02 3.86570024e-01 4.60145768e-01\n", - " -8.86290697e-02 5.02234597e-02 -4.66140250e-02 1.84461762e-01\n", - " 4.67958774e-02 6.18201598e-02 5.61510058e-01 -8.72525263e-02\n", - " -2.03495960e-01 1.55886280e-01 -6.59796756e-02 -9.76271171e-02\n", - " 1.92854195e-01 8.28465223e-02 -1.70253375e-01 3.50050844e-01\n", - " 9.57544805e-02 5.13963879e-01 -1.19991302e-01 -5.40253823e-01\n", - " -3.74929703e-01 -2.01005342e-03 -1.15805451e-01 1.11523140e-02\n", - " -7.00244365e-01 4.00867143e-01 2.18834299e-01 3.54487801e-01\n", - " -4.36107462e-01 1.31887913e-01 2.06079535e-01 2.24827088e-01\n", - " -1.24998442e-01 -5.13850486e-02 -2.29468150e-01 5.24477861e-01\n", - " 4.45806916e-01 -3.78653688e-01 -2.58454650e-01 1.32457285e-01\n", - " -1.52447492e-01 2.44223207e-01 3.06869089e-01 -1.19521620e-01\n", - " -2.70070933e-01 -1.52117179e-01 2.04893343e-02 1.49492164e-02\n", - " -5.31152337e-02 4.35773218e-01 3.09824236e-01 1.16518284e-01\n", - " 4.04627981e-01 -1.86107927e-01 -4.54123181e-01 -2.51650191e-01\n", - " -1.94068266e-01 -5.06466179e-01 -3.55102835e-01 1.82459213e-01\n", - " -7.74293176e-01 2.88877345e-01 6.23329476e-01 -4.72980879e-01\n", - " -6.45072497e-01 -4.15184838e-01 1.30452978e-01 6.00201618e-01\n", - " -2.05256226e-01 -2.44183184e-02 -2.13451901e-01 -1.26487686e-01\n", - " 4.93032664e-03 -1.03877426e-01 -1.58823414e-01 -7.22466791e-02\n", - " -6.50289331e-01 -3.91019754e-01 -3.60533906e-01 4.23004933e-02\n", - " -7.83755586e-03 -9.54170624e-02 -3.11975441e-01 4.40032946e-01\n", - " 3.53902969e-01 3.81327521e-01 7.39334988e-02 -2.07533800e-01\n", - " -4.31761841e-01 3.77176578e-01 -3.54674110e-01 3.92015862e-02\n", - " 3.90901668e-02 -4.34015121e-01 -3.61443035e-01 2.95480131e-01\n", - " 8.67792103e-01 7.65608530e-03 -2.10842537e-01 3.10153031e-01\n", - " 8.41695231e-02 -3.52867467e-02 -1.17033270e-01 -2.84864103e-01\n", - " -8.39905581e-03 -4.96023060e-01 4.03911731e-01 1.84189557e-01\n", - " -1.17791430e-01 -4.03933113e-01 4.89518256e-01 -4.18786147e-02\n", - " -9.63352169e-02 -1.89674275e-01 -8.63762716e-02 1.46298666e-03\n", - " -4.96172711e-01 -2.99758459e-01 1.89834598e-01 -2.84497592e-01\n", - " 9.50337280e-02 5.73287086e-01 -1.63121542e-01 -7.52668505e-02\n", - " -4.90969413e-01 -6.40920060e-01 6.64644077e-02 2.12949684e-01\n", - " 4.99725203e-02 1.82451014e-01 2.34733076e-01 -3.56583483e-01\n", - " -2.00156504e-01 -2.63656093e-01 -4.14783150e-02 -4.96191107e-01\n", - " -4.83772708e-01 -1.22066712e-01 -4.43495838e-01 7.34220193e-01\n", - " -4.09558064e-02 3.16667687e-01 -2.97107224e-01 -7.85316819e-02\n", - " -1.40662695e-01 1.21122981e-01 -5.90178681e-01 -2.79139763e-01\n", - " -2.83478499e-01 -7.27695547e-02 -5.21306714e-01 9.13676659e-02\n", - " -4.06860417e-01 -2.67652055e-01 -2.28615151e-01 4.67276015e-02\n", - " -4.45212912e-02 1.82242042e-01 -6.18493734e-01 -4.48313390e-02\n", - " -2.18704088e-01 2.31500380e-03 -1.08733065e-01 4.52926219e-01\n", - " -2.17193424e-01 -3.43051925e-02 -5.13356297e-02 4.25744462e-01\n", - " -3.99524877e-02 6.95159351e-01 -2.32770177e-01 3.79701284e-01\n", - " 2.22015524e-01 2.00394878e-01 2.41757734e-01 -2.65484848e-01\n", - " 1.63876543e-02 -8.66705699e-02 -1.75714359e-01 6.56629313e-01\n", - " 4.34771930e-01 -3.41271150e-01 -2.66830229e-01 1.76786359e-01\n", - " 2.48002081e-01 1.60636823e-01 5.64026256e-01 1.97716259e-01\n", - " 4.64142753e-01 3.36218738e-01 -1.45938061e-01 4.91994326e-01\n", - " 2.27511013e-01 1.23759279e-01 -4.48935173e-02 -2.99675208e-01\n", - " -2.91706067e-01 -4.44613469e-01 2.51114270e-02 1.57951270e-01\n", - " 3.75558750e-01 1.82928523e-01 1.57133014e-01 -1.21178194e-01\n", - " 3.59239372e-02 -2.31672667e-02 -2.04207622e-01 -7.40422005e-02\n", - " 5.24913609e-03 -5.37906768e-01 -3.27363710e-01 -8.98224965e-01\n", - " 3.02952040e-01 -1.16798284e-01 -1.03177396e-02 -1.42784572e-01\n", - " -6.92254769e-01 -5.47699976e-01 -4.72452647e-01 -4.40355729e-01\n", - " 1.32421486e-01 1.00817691e-01 -5.27900321e-02 5.73742075e-02\n", - " -8.79962666e-02 -1.32536752e-01 3.43739545e-01 -2.75648476e-02\n", - " 2.09044393e-01 -2.47699942e-01 -8.10050530e-02 -2.55970649e-02\n", - " -3.68864331e-01 1.94434394e-01 5.93839248e-02 -4.22140265e-01\n", - " 2.37123058e-01 -4.54227340e-01 -2.86502512e-01 -1.13586649e-01\n", - " 1.18014708e-01 -2.49120934e-01 6.91573974e-02 -2.25297827e-01\n", - " -7.09571788e-02 -8.41168493e-02 -2.49359456e-01 2.20421663e-01\n", - " 2.64883686e-01 -2.62631360e-01 1.43137556e-01 3.63789467e-01\n", - " 1.27797548e-01 1.72883519e-02 9.08164216e-02 3.64852382e-01\n", - " -1.23174868e-01 1.07175290e-01 -3.80918856e-01 -1.28945987e-01\n", - " 8.41256907e-03 1.94819133e-01 3.90782039e-01 -2.41254578e-01\n", - " 1.79526707e-01 3.88753007e-01 -4.07969230e-02 -4.08896162e-01\n", - " 2.77396749e-01 5.94970912e-01 1.98344689e-01 -2.30430113e-01\n", - " -8.89518595e-02 1.45606510e-02 1.91559799e-01 1.40969016e-01\n", - " -2.85910863e-01 1.12872904e-01 -9.21036394e-02 -3.86479546e-01\n", - " 4.66902165e-01 -2.52142995e-01 1.44141631e-01 -5.46021804e-02\n", - " 3.41616378e-01 -9.06641843e-02 1.14768444e-01 -1.61067772e-01\n", - " 1.01474315e-01 -3.73915022e-01 -2.68479937e-01 -8.26603282e-01\n", - " 2.33199442e-01 -2.87589910e-01 -3.13371618e-01 -6.83607168e-01\n", - " 1.09520176e-01 -8.54746797e-02 -2.72516675e-02 -2.50036043e-01\n", - " 1.42760311e-01 2.62741150e-01 -4.86522783e-01 -1.85146608e-02\n", - " 8.89516201e-01 4.75609925e-02 4.14487534e-01 -3.17021689e-02\n", - " 1.15116080e-01 -1.41190291e-02 3.50724483e-02 -3.31794899e-02\n", - " -3.97517566e-02 5.26627119e-02 -1.85852459e-01 -4.74264392e-01\n", - " -5.29741727e-01 1.70506478e-01 -5.31501814e-01 -2.73722427e-01\n", - " -9.78813020e-02 -3.13645363e-01 3.05258727e-01 2.59032544e-01\n", - " -1.24372702e-01 2.24878544e-01 4.16683221e-01 3.05878242e-01\n", - " -9.60727131e-02 1.09139164e-01 4.37845619e-02 8.77650910e-02\n", - " -3.90737120e-01 -7.27995955e-02 3.83691241e-01 -2.63573582e-01\n", - " 4.15952800e-01 -1.30102247e-01 1.32816433e-01 7.07474665e-02\n", - " 8.21429855e-02 3.17300379e-01 -2.98969782e-01 -4.88152126e-01\n", - " 2.98905957e-02 1.10908130e-01 -9.47632790e-02 2.16854118e-01\n", - " 1.53694786e-01 -6.04724209e-01 2.72087882e-01 3.73702851e-01\n", - " 4.59893459e-01 1.45163431e-01 2.56188201e-01 -1.85916233e-01\n", - " 1.53216598e-01 -3.64915203e-01 6.92392126e-02 -6.95768921e-02\n", - " -2.08593772e-01 -2.70444450e-01 4.28471709e-01 -1.39372633e-01\n", - " -1.48578670e-01 -3.52334302e-02 3.71060556e-01 -2.85803728e-01\n", - " 1.66673693e-01 -5.30607566e-01 1.47872889e-01 -3.93586689e-02\n", - " -2.17163623e-01 -4.30075795e-01 -3.78753262e-01 4.07111216e-01\n", - " -3.59714226e-01 2.58602567e-01 1.26525131e-01 -2.26698487e-02\n", - " -2.04724198e-01 -3.12392508e-02 3.90760024e-01 1.30288692e-01\n", - " 5.95811034e-02 2.74481811e-01 -6.21076871e-02 9.53656703e-02\n", - " 2.29650515e-03 -1.91840516e-01 6.44025582e-01 -1.57351917e-01\n", - " 2.39812495e-01 -3.59440003e-01 5.49802814e-01 2.18049007e-01\n", - " 2.52123966e-01 -2.27298283e-01 -4.51467022e-02 3.75593367e-01\n", - " 4.00633159e-01 -2.96763561e-01 -1.74647219e-01 -1.50229855e-01\n", - " 2.07650932e-01 -1.50793210e-01 7.17960197e-02 5.13648954e-01\n", - " 7.02361908e-01 3.36176435e-02 -3.85766393e-01 -2.66750790e-01\n", - " -4.06220529e-02 1.51436972e-01 -4.90853816e-01 2.27577660e-01\n", - " -9.78403089e-02 -2.79377624e-01 6.53178503e-02 -4.21506129e-01\n", - " 1.16559436e-01 3.17337407e-01 -1.84869905e-01 -4.15353665e-02\n", - " -1.16646252e-01 -3.02690019e-02 1.56417303e-01 5.70323902e-01\n", - " -2.99999227e-01 -1.77356103e-01 2.07742334e-01 -3.11375733e-01\n", - " -6.05565773e-01 2.65066105e-01 2.82154195e-01 -8.90901850e-02\n", - " 2.10084004e-01 -2.14796181e-01 4.16551076e-01 -1.59983799e-01\n", - " -8.95538614e-01 3.20756846e-02 2.04758907e-01 -9.12898954e-01\n", - " 9.99956061e-02 3.35114866e-01 -9.34574796e-01 -1.78594027e-01\n", - " -3.34242403e-01 2.68032139e-01 -3.12236904e-01 7.71188876e-01\n", - " -4.07958058e-01 -1.61016072e-01 7.14949995e-03 -2.04764215e-01\n", - " 1.42843422e-02 4.08958953e-01 -1.18213881e-01 -1.05888965e-01\n", - " 2.43589229e-01 -1.45927608e-01 -6.38584166e-01 -5.99214182e-01\n", - " -2.35154719e-01 4.77028730e-01 -2.92081607e-02 3.25030331e-01\n", - " 1.20909696e-02 1.42826314e-01 1.52559539e-01 1.30371300e-01\n", - " -6.27526732e-02 -2.42103594e-01 1.42776933e-02 -3.14706752e-01\n", - " -1.85184436e-01 1.97313303e-01 -2.48756099e-01 3.77964611e-01\n", - " -3.06280750e-01 3.93294418e-01 4.29388462e-02 -3.33444183e-02\n", - " -3.05187066e-01 1.89059100e-01 4.04892598e-02 5.45769179e-01\n", - " 1.74672724e-01 3.17097614e-03 1.67365296e-02 4.18368858e-01\n", - " -2.25813512e-01 4.27672525e-01 -5.07148051e-01 3.17828371e-02\n", - " -2.33426793e-01 2.90284166e-01 -2.42638186e-01 -6.64107512e-01\n", - " 1.87751983e-01 1.95437511e-01 3.71213761e-01 3.84316648e-02\n", - " 2.45334238e-01 -4.11173489e-02 2.97774945e-01 -9.01474130e-02\n", - " -8.08294424e-01 -4.84933512e-03 -3.63954962e-01 -6.32485882e-02\n", - " -1.66230691e-01 -1.42301685e-02 2.75751344e-01 -4.53530786e-01\n", - " 6.24390516e-02 -5.28229159e-01 -2.51068498e-02 2.62274096e-01\n", - " 3.99811222e-01 -3.84394051e-01 2.76183137e-01 -5.07579329e-02\n", - " -1.50714515e-01 8.60582529e-01 -2.13733108e-01 1.80442983e-01\n", - " 8.72330474e-01 -8.65311643e-01 8.72135929e-02 9.11366089e-02\n", - " 1.38683524e-01 2.33423560e-01 1.99388297e-01 -2.03310165e-01\n", - " 2.37349605e-01 -1.48856928e-01 5.03082029e-02 -1.93782012e-01\n", - " 4.35112113e-01 5.61441103e-01 4.15004693e-01 -4.42970537e-01\n", - " 6.34063241e-01 1.94711095e-01 -2.13983345e-01 -1.07184646e-01\n", - " 2.41361627e-01 2.00338138e-01 -3.16872263e-01 -4.20776705e-01\n", - " -1.92371968e-01 2.05241004e-01 8.00368041e-01 -2.89947934e-01\n", - " 8.65604808e-01 -7.13932210e-01 2.35122853e-01 -1.91627345e-01\n", - " 1.97953252e-01 -2.58243306e-01 -3.04762393e-01 9.65456533e-02\n", - " -2.39975753e-01 -1.73280559e-01 2.83607325e-01 -5.29713506e-01\n", - " -8.76089336e-01 3.45579605e-01 -3.43458783e-01 4.91645292e-01\n", - " 3.08489985e-01 -4.36868636e-01 -3.89275749e-01 -1.77380674e-01\n", - " -4.44464460e-01 -2.92974419e-01 -2.77967967e-01 -1.62812667e-01\n", - " 4.16714186e-02 1.07572101e-01 -3.47842983e-01 2.02277788e-01\n", - " -1.20283505e-01 -1.96280282e-01 -1.60643572e-01 -2.76731812e-01\n", - " 1.37530912e-01 1.84926702e-01 3.94763247e-01 -3.03942689e-01\n", - " 5.29650180e-01 1.55962141e-02 3.55996643e-01 2.55805912e-01\n", - " -2.29212193e-01 5.80911961e-01 2.81281160e-01 -4.99897648e-03\n", - " 1.77467714e-02 -6.73937651e-01 9.71555819e-02 2.94580225e-01\n", - " 3.98851359e-01 3.01055575e-01 4.26478972e-01 2.30613154e-01\n", - " -2.96073124e-01 -3.30592736e-01 -4.53871267e-01 2.10033632e-02\n", - " -5.39253893e-01 -4.35814328e-01 3.05213215e-01 -1.82808551e-01\n", - " 2.01982091e-01 -3.52917316e-01 -2.66812251e-01 1.70619544e-01\n", - " -7.74856207e-02 5.96316611e-02 3.08596809e-01 -2.82792244e-02\n", - " -1.12932130e-01 -1.23930876e-01 -5.90375122e-01 -7.05904447e-04\n", - " -2.21347080e-01 -4.94818723e-01 -2.09490138e-01 -1.68015138e-01\n", - " -1.00648676e-01 3.07244369e-01 -5.10881842e-01 -4.22798538e-02\n", - " -1.48375381e-01 -4.18262903e-02 -1.13376058e-02 8.20097754e-02\n", - " -1.26190982e-01 2.49763350e-01 3.32151539e-02 -4.36243077e-02\n", - " 1.90098241e-01 -5.61304771e-01 4.39586034e-01 -1.77834857e-01\n", - " 1.43926201e-01 -5.38574758e-01 9.96622141e-02 2.72412669e-01\n", - " 2.06973786e-01 2.96815414e-01 -1.89925293e-01 -2.49364635e-01\n", - " 3.95077230e-01 -6.79980785e-02 -6.02420531e-01 2.69588776e-01\n", - " 2.51546344e-01 -2.57938976e-01 -2.15764895e-01 -1.69950236e-01\n", - " 1.31386743e-01 -8.58587455e-03 -7.24043485e-01 1.26758351e-01\n", - " -1.74257706e-01 1.08987744e-01 -1.05131464e-01 1.70547973e-01\n", - " -2.97372335e-01 2.86052722e-02 5.74972549e-02 1.18096273e-03\n", - " -1.89673001e-01 4.13645686e-01 7.50074471e-01 1.86876578e-01\n", - " 8.88953331e-03 -5.80835755e-01 1.33397255e-01 -7.01470669e-01\n", - " 2.90281672e-01 5.81079115e-02 4.95492245e-01 -2.30227544e-01\n", - " -4.40855949e-01 3.24207883e-01 -1.13461742e-01 6.21489826e-02\n", - " -3.49380812e-01 -6.42823129e-01 -4.62074552e-03 -2.51712257e-01\n", - " -1.41516177e-02 -6.80556909e-01 -3.98102613e-01 -2.63198253e-01\n", - " 1.27027328e-01 2.38318603e-01 1.40192544e-01 -5.54556588e-02\n", - " 2.72453861e-01 6.42231513e-01 5.12767982e-01 3.26020424e-01\n", - " 3.06715497e-01 4.72642455e-02 -1.60128274e-01 5.57110277e-01\n", - " 2.24457193e-01 4.89565536e-01 -3.36492253e-01 6.77616156e-02\n", - " 3.99992523e-01 -2.34126366e-02 -3.28589105e-01 1.63019688e-01\n", - " -2.02422749e-01 1.98869481e-01 1.23725809e-01 -1.53740139e-01\n", - " -6.52328676e-02 5.98330677e-02 3.62998394e-01 -1.60064973e-01]\n", - "Found 342 total galaxies in catalog for cluster 23919\n", - "[ 0.03651466 -0.01096026 0.12396253 -0.67574603 0.07217746 -0.03137626\n", - " -0.0154225 -0.01571789 0.13618 -0.07570062 0.1468875 -0.00337805\n", - " -0.26416685 0.31341018 -0.32332261 -0.03682592 0.24881178 0.48193868\n", - " 0.55677087 -0.13673744 0.18162376 0.23516638 -0.15974848 0.50507131\n", - " -0.16842553 -0.36559228 0.35691667 -0.11737901 -0.03088783 0.36945849\n", - " -0.03296386 0.27045981 -0.17083122 0.57905337 -0.16811476 -0.24536759\n", - " 0.17563156 -0.51882429 0.54796535 0.36702951 -0.03305139 -0.29938306\n", - " 0.24666374 -0.26059049 -0.40194113 0.05363485 -0.42064794 0.25846292\n", - " 0.3158825 0.31503543 0.04285797 0.01715342 0.48224437 0.31247498\n", - " 0.23528162 0.19287401 0.22407797 -0.09521306 -0.26592796 0.0159345\n", - " 0.16482414 -0.12455205 -0.17363124 -0.12624995 0.00774572 -0.15011615\n", - " -0.25669981 0.33046589 0.04646972 -0.41321822 0.19846803 0.30457221\n", - " 0.26880455 -0.24443343 0.26462624 0.09802294 -0.27934742 -0.24813451\n", - " -0.1038089 -0.17407233 -0.1357572 -0.22279143 0.62151837 0.14040624\n", - " -0.39178739 -0.06974326 -0.21775526 -0.12145945 0.03929337 0.40115417\n", - " -0.20885793 0.36400086 0.06911724 0.24800738 0.63177148 0.24512457\n", - " 0.06923844 0.60299029 0.92168809 -0.05246236 -0.03793163 0.2327579\n", - " 0.57613398 -0.60338251 0.64228548 0.163319 -0.33302765 0.24699469\n", - " 0.57794745 0.0769984 -0.64854777 -0.11819762 0.0825584 -0.68989586\n", - " -0.39800672 -0.28688198 0.08959641 0.37496431 0.03267451 -0.03626854\n", - " 0.66895208 0.02084908 -0.13302464 0.08404406 -0.12209359 0.07580335\n", - " -0.54194646 -0.10537856 0.23207184 -0.33009405 0.16602371 -0.14528322\n", - " 0.08814695 0.02692141 -0.22717738 0.29312155 0.03169106 -0.37850925\n", - " -0.96972929 -0.69906135 -0.16757993 -1.16554568 -0.02768771 0.0984049\n", - " -0.008351 0.37936293 0.07285989 -0.33086749 0.10667991 0.28928865\n", - " 0.16435684 0.43675097 -0.02744864 0.30338843 0.23683424 0.1639101\n", - " -0.42172913 0.41916186 0.01059184 0.15262541 0.30200822 0.10761263\n", - " -0.01315018 0.42217096 -0.14628685 0.43709345 0.12743708 -0.12596542\n", - " 0.01148059 -0.25940291 -0.20549329 -0.65601167 0.0383893 -0.18863133\n", - " -0.16125279 0.15500542 -0.02493328 -0.03937855 -0.32354619 0.06244496\n", - " -0.7242212 0.28211052 0.01518493 0.02458992 0.0173808 -0.17213258\n", - " -0.65849899 -0.18007537 0.13222437 0.27584967 0.11122492 0.45639188\n", - " 0.09227934 0.01207415 -1.03386157 -0.12508781 -0.11559139 -0.30489727\n", - " -0.06070515 0.37662402 0.01200431 0.16377634 -0.22834648 -0.03555507\n", - " 0.07434661 0.35390775 0.39980551 0.53166748 -0.48854273 0.64344851\n", - " 0.30923244 -0.17724273 0.12208251 0.07305774 0.29605881 0.46759256\n", - " -0.19042925 0.15274539 -0.28146841 0.40313481 -0.26664505 0.18703075\n", - " -0.27093978 0.00206705 0.02464274 0.02622771 -0.75350409 0.14566271\n", - " -0.62761893 -0.16484988 0.45704265 -0.15625091 -0.31012937 0.01059889\n", - " -0.095052 -0.78735462 0.22261218 0.09176416 -0.00853241 -0.2824816\n", - " 0.22655706 0.22307276 -0.12556315 -0.32116172 0.12720971 -0.05862351\n", - " -0.07360443 -0.19161929 0.14454081 -0.14590513 -0.16936557 0.10942471\n", - " -0.16290826 0.14315601 0.28275523 0.46549752 -0.17435402 0.21776753\n", - " 0.11437224 -0.00270693 0.1284497 0.06974001 -0.23662094 0.4287342\n", - " -0.15800028 0.22056944 -0.06705657 -0.04460179 -0.13232011 0.31135155\n", - " -0.22967838 0.26119682 -0.17533461 -0.213255 0.51336482 0.16537795\n", - " -0.0076319 -0.05056839 -0.4992866 0.12211112 -0.15709384 0.34398197\n", - " 0.21522543 0.48967573 0.33638084 0.2532189 -0.37305236 -0.32609351\n", - " -0.69128545 -0.25375511 0.30780513 -0.29322295 0.21782793 0.04516952\n", - " 0.10087848 0.16876318 0.47917662 -0.52159836 -0.03191187 0.25361115\n", - " 0.37019499 0.20844455 -0.15902566 0.22067945 0.3116296 0.53172693\n", - " -0.18807856 -0.41394663 0.58188854 -0.08450069 -0.03070363 -0.21407295\n", - " 0.0486959 0.56070825 -0.55004416 0.01893399 -0.16948103 0.58437723\n", - " -0.05953231 -0.17798649 -0.2556028 -0.27393947 -0.20933228 0.2352751\n", - " 0.11086296 0.22643693 -0.54081692 0.16632677 0.19466141 -0.34681023\n", - " -0.04544485 -0.03882068 -0.1676313 0.3880703 -0.258135 0.08445718\n", - " 0.22554332 -0.23130677 0.2420669 -0.32067861 -0.05947053 -0.17588707]\n", - "Found 3197 total galaxies in catalog for cluster 16567\n", - "[-0.00449705 0.0651439 -0.37710386 ... 0.19403952 -0.06819804\n", - " -0.23963409]\n", - "Found 2110 total galaxies in catalog for cluster 41321\n", - "[-0.12854613 0.01516148 -0.13310956 ... -0.44806283 0.29884597\n", - " -0.10618633]\n", - "Found 368 total galaxies in catalog for cluster 52141\n", - "[ 1.76573584e-01 -2.11709354e-01 -4.39894207e-02 3.99955541e-01\n", - " 5.06073131e-01 -2.14312395e-01 1.88405183e-01 -6.75392550e-02\n", - " -5.42930168e-01 1.45877827e-01 -3.18527251e-01 -2.39124296e-01\n", - " -2.60443169e-02 -3.41942925e-01 6.75762328e-02 2.69208860e-02\n", - " 5.06164927e-01 4.22286302e-01 -4.47950607e-01 1.04814307e-01\n", - " 1.05671753e-01 -5.08023728e-01 -1.19670979e-01 -4.95713988e-01\n", - " -4.01079839e-01 2.72165692e-01 3.03695499e-01 3.04229787e-02\n", - " 7.83777238e-01 -1.68025288e-01 -4.45785829e-04 3.44253346e-01\n", - " 4.06504364e-01 5.58541331e-02 1.27670392e-01 -7.36346918e-02\n", - " 2.28174396e-01 1.36142626e-01 -6.70859943e-01 -3.95838471e-01\n", - " -3.55548755e-01 2.42555342e-01 -3.26156510e-01 3.19772616e-01\n", - " -1.71853424e-01 3.69741594e-01 4.48260320e-01 2.08966993e-01\n", - " 1.47276121e-01 -2.49765184e-02 2.81429573e-01 -5.04443253e-01\n", - " 3.22468786e-02 -1.20213714e-01 3.90996537e-02 -3.24868357e-01\n", - " -5.65610526e-01 -7.18614632e-02 1.60088601e-01 2.54974970e-01\n", - " 3.06238952e-01 2.46850353e-01 -4.05759401e-01 3.21466387e-01\n", - " -3.44532398e-01 -8.45532610e-01 7.52261888e-01 1.46993891e-01\n", - " 4.39272836e-01 3.83418215e-02 2.21435828e-01 8.43150265e-02\n", - " 3.56467827e-01 -3.68136933e-01 -7.03601685e-02 -5.25949364e-02\n", - " 4.60290106e-02 -3.07137468e-01 -5.91419841e-01 3.67746179e-01\n", - " 6.41436508e-01 2.69599338e-01 -4.20281201e-01 6.01530416e-01\n", - " -8.93230406e-02 -6.29284498e-01 -7.07203418e-02 -1.65197997e-02\n", - " 2.32431636e-01 -2.59173134e-01 -4.75228539e-01 4.10994596e-01\n", - " 4.54437776e-01 -4.84688226e-02 2.55751180e-01 2.97365063e-01\n", - " -3.21251547e-01 -1.49166815e-01 2.59918226e-01 2.66794776e-01\n", - " -7.53377817e-02 -1.77192423e-01 2.91327257e-01 -6.49560716e-02\n", - " -1.40637158e-01 1.51580103e-01 -1.11294362e-01 -4.79902598e-01\n", - " -5.32804466e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", - " 3.37617138e-01 2.10275109e-01 1.13373106e-01 -1.72347369e-01\n", - " -3.07277145e-01 -8.08659138e-03 -4.39120922e-02 -3.59081903e-01\n", - " 5.41263940e-01 -2.24767777e-01 -2.74104920e-01 3.15899278e-01\n", - " 1.68199478e-01 4.25376954e-01 -1.69133381e-01 1.26618447e-01\n", - " -4.12192081e-01 -5.15084398e-02 -2.74536077e-01 5.33813975e-01\n", - " 1.99366444e-01 2.27249070e-01 5.89844484e-05 3.69576867e-02\n", - " -2.80343072e-01 -1.92630740e-01 -3.60694621e-02 -9.15579191e-03\n", - " 2.03596589e-01 2.21979030e-01 -1.72218659e-01 -1.71294601e-01\n", - " 2.01169475e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", - " 2.44491648e-01 -6.15047486e-01 -2.22251264e-01 -2.75015978e-01\n", - " 4.24332834e-02 6.93559676e-02 -3.14343380e-01 -3.17186023e-01\n", - " 3.66805243e-01 4.35436847e-01 3.64999399e-01 5.21674957e-01\n", - " -1.09780796e-01 1.71711468e-01 -2.61131575e-01 -1.85419220e-01\n", - " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", - " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", - " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 4.07569854e-01\n", - " -6.81787137e-01 1.51448017e-01 1.92799165e-01 -5.36218516e-02\n", - " 1.51585816e-02 2.47051692e-01 1.57805245e-01 8.69978425e-01\n", - " 1.50474125e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", - " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", - " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", - " 2.85040776e-01 3.61266601e-01 2.66090586e-01 -3.63512642e-01\n", - " 5.53708965e-01 -2.58505495e-01 8.81540401e-02 4.12258734e-01\n", - " 3.14216105e-01 5.12472600e-01 1.30278866e-01 -3.49224746e-01\n", - " 2.50176959e-01 1.26971845e-01 -4.68310967e-01 8.30235627e-02\n", - " 2.55160227e-01 3.91974675e-01 6.60360475e-02 2.13747953e-01\n", - " -3.99561572e-01 -6.92255788e-01 -1.63728374e-01 -2.64852749e-01\n", - " 8.85174463e-02 1.45715178e-01 4.33591824e-01 -1.48419932e-01\n", - " -2.19191275e-01 3.43360432e-01 -1.49166803e-01 -1.92958706e-01\n", - " 6.01020545e-01 3.18672384e-01 1.14239570e-01 -6.82628325e-01\n", - " -2.01464524e-02 1.17934940e-01 5.20799015e-02 -5.63030219e-02\n", - " -4.18572846e-02 -1.19843045e-01 -1.32498725e-01 -5.16175287e-01\n", - " -2.08620502e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", - " -4.72948073e-02 -1.10361259e-02 1.43326133e-01 -1.22872076e-01\n", - " 2.81384844e-02 -6.17441379e-02 2.07384936e-02 -2.68485521e-01\n", - " -6.19279247e-01 -4.69556275e-01 4.86223519e-01 2.39302038e-01\n", - " -2.64225472e-01 3.83943560e-01 -2.32054052e-02 2.61769392e-01\n", - " 9.53702369e-02 1.15801699e-01 2.62527831e-01 5.33537373e-01\n", - " 3.86966321e-01 5.98052266e-01 -1.44101762e-01 -2.64781860e-01\n", - " -7.28654454e-02 1.45391825e-02 -4.03742133e-01 -2.84926016e-01\n", - " 5.93798655e-01 -3.87015998e-01 -6.48773592e-01 -1.79526154e-01\n", - " -5.57228790e-01 2.79462845e-01 -2.63385536e-01 8.29324204e-01\n", - " 2.37231522e-01 2.32178988e-01 5.93353305e-02 1.07422990e-01\n", - " -4.36701546e-01 4.13344377e-01 -1.58888932e-01 -3.59229758e-01\n", - " 1.92005679e-01 5.30034150e-01 1.84776971e-01 5.34225310e-01\n", - " -2.83676563e-01 9.46973462e-02 -1.88493048e-02 5.11022267e-02\n", - " -2.72804223e-01 -3.92417402e-01 2.97974353e-01 -2.38287635e-01\n", - " -4.40224282e-01 3.87510820e-01 -1.68653818e-02 4.49051852e-01\n", - " 3.09895989e-02 -5.60514154e-01 6.66893407e-02 3.60311484e-01\n", - " 5.01229527e-01 -1.73918874e-01 -3.12989690e-02 -4.43385814e-02\n", - " 3.86676960e-01 7.02721924e-02 2.15791283e-01 -1.29450525e-01\n", - " 2.84363258e-01 -1.72157576e-01 -4.75289657e-01 -3.99899556e-02\n", - " 2.85052401e-01 4.00064410e-01 2.64690433e-01 2.88702001e-01\n", - " 5.18483573e-01 2.31732992e-01 -1.12145639e-02 2.82768153e-01\n", - " -3.13070992e-01 -2.02829395e-02 -4.10482925e-01 -4.90912408e-01\n", - " 1.88549415e-01 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", - " 3.27943543e-01 4.72754813e-01 5.27695197e-01 3.45805666e-01\n", - " -3.39501383e-01 5.66649855e-01 -5.75334459e-02 -2.96172387e-02\n", - " 2.21192724e-01 -1.84772811e-01 5.22038995e-03 -2.29602658e-01\n", - " 6.60662368e-02 -2.03033035e-01 -3.73395307e-01 4.38873624e-01\n", - " -3.32695498e-01 1.77603802e-01 -1.93081677e-01 2.64282618e-01\n", - " 1.03604566e-01 -8.12307426e-02 -1.18179006e-01 -2.28505654e-01\n", - " -3.73452490e-01 4.22849655e-01 -5.04497049e-02 3.64099114e-01\n", - " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02]\n", - "Found 2288 total galaxies in catalog for cluster 52451\n", - "[-0.13209758 0.0736214 0.33589134 ... 0.25934962 0.09085065\n", - " 0.10740707]\n", - "Found 1273 total galaxies in catalog for cluster 51057\n", - "[-0.38221749 0.1280364 0.17863892 ... 0.13367647 0.25004617\n", - " -0.19426954]\n", - "Found 1986 total galaxies in catalog for cluster 14210\n", - "[ 0.24048008 -0.05902931 -0.09103139 ... -0.36407469 -0.20407521\n", - " 0.18379 ]\n", - "Found 2256 total galaxies in catalog for cluster 33410\n", - "[-0.01401261 -0.22932664 -0.05822006 ... 0.27072032 -0.12259029\n", - " 0.14518521]\n", - "Found 2978 total galaxies in catalog for cluster 78132\n", - "[-0.14598296 0.27784246 -0.46251806 ... -0.48841203 0.08179974\n", - " 0.18975939]\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", - "Using single 2D shear calibration!\n", - "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 217785\n", - "Collecting data for cluster 0\n", - "Found 3503 total galaxies in catalog for cluster 11\n", - "[-0.46894501 0.21234604 0.15384049 ... -0.21345346 -0.05996671\n", - " -0.00186678]\n", - "Found 2869 total galaxies in catalog for cluster 827\n", - "[-0.83105266 0.73586329 -0.12015571 ... -0.03010575 -0.18791063\n", - " 0.12969504]\n", - "Found 2818 total galaxies in catalog for cluster 1985\n", - "[ 0.10982955 0.74258166 -0.20974111 ... 0.09168737 -0.13255294\n", - " -0.10016861]\n", - "Found 2814 total galaxies in catalog for cluster 1632\n", - "[-0.45336503 0.70844801 -0.0196757 ... -0.12308222 -0.19418091\n", - " 0.28766027]\n", - "Found 1036 total galaxies in catalog for cluster 2453\n", - "[-0.59842277 0.41662538 0.32757642 ... 0.30890187 0.06828403\n", - " 0.13663829]\n", - "Found 4238 total galaxies in catalog for cluster 2678\n", - "[-0.04944476 0.23847099 -0.19688224 ... 0.0433305 0.13221218\n", - " 0.29595606]\n", - "Found 1483 total galaxies in catalog for cluster 4643\n", - "[ 0.19870635 0.0079706 -0.15774231 ... -0.13958574 0.41243912\n", - " -0.04089339]\n", - "Found 512 total galaxies in catalog for cluster 5084\n", - "[-3.79249159e-01 -7.79456004e-02 -4.05801589e-01 -4.24695385e-01\n", - " -1.62907038e-01 -1.58753545e-01 -3.80213185e-01 -1.52181027e-01\n", - " 6.85212546e-01 -2.41711156e-01 1.16971189e-01 -1.43820342e-01\n", - " -3.38266504e-02 -1.30087909e-01 1.47622073e-01 9.57327119e-02\n", - " 3.59357488e-01 1.08728260e-01 2.30732370e-01 -1.38099116e-01\n", - " 4.22881547e-01 -2.89080147e-01 -1.90606925e-01 -1.32605134e-02\n", - " 1.55531875e-02 2.50475094e-02 -1.73658264e-01 -1.14198945e-01\n", - " 3.26775861e-02 2.36877186e-01 -3.20701810e-01 -4.07534182e-01\n", - " -2.21034700e-01 -6.39130046e-03 5.50086584e-02 -1.92154005e-01\n", - " -3.62141840e-01 6.25997584e-01 1.93082200e-01 5.71751661e-01\n", - " -1.74151294e-02 -3.85076434e-01 -7.26875513e-01 -1.75333704e-01\n", - " -3.56256463e-01 5.25026133e-01 -1.16256083e-01 -4.08053404e-01\n", - " -7.28589216e-02 1.09285800e-01 -2.09505562e-01 2.76449322e-01\n", - " -4.91533690e-01 6.24267121e-01 1.60333586e-01 -2.90248822e-01\n", - " 5.39066797e-01 1.04507924e-01 1.68911491e-02 3.97358062e-01\n", - " -1.97623521e-01 -7.70226524e-01 -1.75455926e-01 7.81269200e-01\n", - " 7.24775745e-02 6.16389104e-02 -2.19551476e-01 4.84690658e-01\n", - " -6.88065790e-01 1.78996028e-01 4.31870234e-02 -4.68699800e-01\n", - " 1.73166708e-01 -4.57980800e-01 -2.48080261e-01 -1.41406445e-01\n", - " -4.55982984e-01 1.57224119e-01 -4.71807793e-01 -3.17637998e-01\n", - " 2.26257519e-01 -9.45709997e-02 -3.01690042e-03 -4.07980198e-01\n", - " 4.60001466e-01 -3.89256204e-01 -2.03312326e-01 1.78372232e-01\n", - " -3.04356571e-01 1.03382041e-01 4.46435735e-02 2.40148534e-01\n", - " -3.92302301e-02 1.45326676e-01 -1.31821919e-01 8.45070358e-02\n", - " -2.59272131e-02 1.33446821e-01 1.65287421e-01 -2.26173708e-01\n", - " 1.38112076e-01 -2.19222568e-01 4.25331268e-01 2.37434228e-02\n", - " -3.57984103e-01 2.60814927e-01 3.79748662e-01 -4.00331194e-01\n", - " 6.14597651e-01 -5.47977270e-02 3.59620673e-02 -2.02796629e-01\n", - " 1.66130905e-01 -5.49235864e-01 3.19543843e-01 9.21335528e-02\n", - " 1.46926551e-01 -6.67909348e-02 -4.23320774e-01 -1.64015693e-01\n", - " -1.12478452e-01 -2.75086160e-01 2.46787870e-02 -9.95385648e-03\n", - " 3.05052898e-01 3.10067940e-01 -1.29480062e-01 -2.12562020e-01\n", - " 2.74164980e-02 1.18417103e-01 -2.46595484e-01 -4.05997368e-01\n", - " -3.76965127e-01 2.45974827e-01 4.03863682e-01 -4.37001882e-01\n", - " -5.35912658e-02 -4.61291645e-02 1.45608726e-01 4.96587977e-01\n", - " -3.06926098e-01 1.54046652e-01 3.02200378e-01 2.74611698e-01\n", - " 4.16625231e-01 3.09929852e-01 -2.57144536e-02 -4.25180263e-01\n", - " 2.58998249e-01 8.70866103e-02 -5.61520750e-02 -3.72600966e-01\n", - " -2.20110599e-01 3.91117541e-01 1.01155650e+00 -2.49952081e-01\n", - " -7.87495036e-01 1.14527579e-01 -3.18329441e-01 -4.06177832e-01\n", - " -1.40983736e-01 -2.12709095e-01 -1.63442356e-01 1.64190250e-02\n", - " -4.23152613e-02 -4.75211301e-01 -4.67576762e-01 8.73215546e-01\n", - " -5.24446465e-02 -4.49454230e-02 1.75413827e-01 -3.87697280e-01\n", - " -3.11153784e-01 -9.16355756e-02 -2.53828980e-01 -2.02970231e-01\n", - " 9.43511590e-02 -8.55865651e-02 1.37997492e-01 5.66496152e-02\n", - " 1.25548488e-01 3.38083856e-01 1.62138491e-02 -3.75458875e-01\n", - " -4.93728889e-01 -3.03406806e-02 7.02484380e-02 4.37050450e-01\n", - " 1.55305551e-01 -2.29634656e-02 3.41289263e-01 4.64600535e-01\n", - " 3.46893137e-01 -5.31281480e-02 5.80596741e-02 -2.84357856e-01\n", - " -2.60309105e-01 4.38757998e-01 1.51538528e-01 5.14132258e-01\n", - " -7.19689865e-01 1.44005404e-01 -6.98776477e-01 -3.76214204e-01\n", - " -7.50887429e-01 2.32044348e-01 -2.17163972e-01 6.75915989e-02\n", - " -4.79005474e-02 -4.59664892e-02 -2.78625289e-01 6.01424788e-02\n", - " -2.16583760e-01 3.20886344e-01 -2.09171490e-01 -3.56819378e-01\n", - " -3.13842042e-01 -6.07224384e-01 4.11068836e-02 -7.21504009e-02\n", - " 3.54852963e-01 1.98449377e-01 2.78822517e-01 2.68000368e-01\n", - " 6.39077517e-02 1.36162742e-01 3.72321232e-01 1.78389330e-01\n", - " 2.72371191e-01 -4.72046424e-02 -3.75539124e-01 -4.22202131e-01\n", - " 5.82151954e-03 1.42913288e-01 -1.28853730e-01 4.07332479e-01\n", - " 4.02467514e-01 3.85543667e-01 -1.46583777e-01 -3.84879714e-02\n", - " 4.95558728e-02 -3.36141069e-02 2.21575844e-01 2.94067854e-02\n", - " 4.37368916e-02 5.31750374e-01 3.76894064e-01 -7.33256145e-01\n", - " 2.80552065e-01 1.26999069e-02 -9.15370020e-02 4.37651894e-01\n", - " 5.51336330e-01 -5.84638558e-02 -1.77556456e-01 1.35149355e-01\n", - " 3.71873747e-01 1.50638590e-01 -2.46923295e-01 -5.42995676e-02\n", - " 7.33579889e-02 -2.76522499e-01 1.94850239e-01 -3.10186007e-02\n", - " 5.11894775e-01 2.48914200e-01 2.90069853e-01 2.43786833e-01\n", - " -2.21957977e-01 -3.79876845e-01 -4.17938886e-01 -4.35857063e-01\n", - " -3.00832185e-01 -1.66662536e-01 3.50899277e-01 -2.48849545e-01\n", - " 1.60765631e-01 2.89341349e-01 3.78738242e-01 7.28364858e-01\n", - " 4.89075533e-01 9.41403098e-02 6.50845781e-01 4.92144522e-01\n", - " -5.14491825e-01 1.96776272e-01 -3.92456033e-01 -3.12739375e-01\n", - " 4.78353393e-02 3.81281564e-01 1.79141204e-01 -1.18905625e-01\n", - " 1.57082584e-01 -7.11108729e-02 -9.35422845e-02 2.57736460e-02\n", - " 2.23269710e-01 -2.70371794e-01 -1.82125797e-02 -5.01066478e-03\n", - " 3.91599852e-02 1.76437932e-01 -1.98499722e-01 4.46411076e-01\n", - " -4.97375521e-01 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1.61764094e-01 5.95859993e-01\n", - " -2.58975371e-01 2.73857326e-01 6.97762860e-01 -7.24202330e-02\n", - " 2.50961929e-01 3.60665067e-01 -1.09193545e-01 4.70464305e-02\n", - " 1.91754640e-01 3.09546130e-01 1.92740501e-01 -2.37012077e-01\n", - " -3.45150181e-01 1.25793618e-01 -3.77941715e-01 -6.43234382e-01\n", - " -3.88443681e-01 4.86310610e-01 -1.44849879e-01 -1.82411161e-01\n", - " 6.31256499e-02 -3.12206834e-01 1.08989997e-01 3.78744933e-01\n", - " 2.11914332e-01 -2.55485219e-01 7.90971073e-02 -4.38778900e-01\n", - " 3.09717916e-01 1.07674088e-01 7.15640442e-02 -2.20005363e-01\n", - " 1.86233778e-01 1.57594242e-01 -5.49978708e-01 -5.43704716e-01\n", - " -8.57259446e-02 -1.64934448e-01 -2.74520939e-01 -2.02993943e-02\n", - " 7.35590364e-02 7.10864251e-01 5.59782957e-01 2.11974456e-01\n", - " -1.65616043e-01 2.24164320e-02 2.73375665e-01 -2.73927666e-01\n", - " 7.49276376e-01 3.04509036e-01 -5.09006569e-01 3.13396887e-02\n", - " 1.58114345e-01 3.05607651e-01 -9.98561558e-02 -1.18606292e-01\n", - " 2.31204037e-01 7.02210195e-03 1.16546138e-01 9.40329727e-02\n", - " -3.79381049e-01 -8.11568623e-01 2.10422878e-01 -4.60731889e-01\n", - " 1.67108858e-01 1.42134383e-01 1.66875418e-01 1.76288853e-01\n", - " -1.19712535e-01 -3.26199704e-01 6.17202248e-01 6.42596248e-01\n", - " -4.26982049e-01 1.09653473e-01 -5.10213437e-01 8.16888943e-01\n", - " 4.75966006e-01 -3.17088001e-01 2.49429427e-01 -5.03402979e-02\n", - " 4.73276945e-01 1.33577481e-01 -2.00959719e-01 2.23646478e-01\n", - " -2.97066021e-01 -2.03389643e-01 9.28284332e-02 4.75347732e-01\n", - " -1.43418764e-01 2.16754127e-01 2.92765947e-01 8.77097399e-01\n", - " -2.04647716e-01 2.53571744e-01 -4.41379757e-01 8.88948648e-02\n", - " 2.88300346e-01 -3.49411361e-02 -1.26158389e-01 9.46956176e-02\n", - " 3.02131682e-01 6.76765264e-01 -7.17393264e-02 6.11922238e-02\n", - " -1.08114201e-01 -1.32098585e-01 -4.03291400e-02 4.42197008e-01\n", - " -9.44680999e-03 -9.42583770e-02 -2.16921466e-01 -1.27462729e-01\n", - " 4.76500323e-02 5.29794733e-01 -1.69220906e-01 -1.09586010e-02\n", - " -1.80302034e-02 1.95989394e-01 -6.49247932e-01 4.63890833e-01\n", - " -4.01196227e-01 6.31330186e-01 -3.65760377e-01 8.97985021e-02\n", - " -6.51515375e-01 -1.63606894e-01 -3.97424722e-01 -1.24041710e-01\n", - " 4.45830897e-01 -2.63756644e-01 2.19538873e-01 -7.29674936e-01\n", - " -1.57821976e-01 2.65275089e-01 4.49538296e-01 1.71701804e-03\n", - " 4.37742787e-01 3.88566983e-01 -2.74062505e-01 -1.11673469e-01\n", - " 6.47164632e-02 -5.20015373e-02 3.66372437e-01 -1.03052721e-01\n", - " -3.94095992e-01 -3.34988030e-01 4.36940390e-01 3.25774463e-01]\n", - "Found 2115 total galaxies in catalog for cluster 4434\n", - "[-0.1846518 -0.13869452 0.35082421 ... 0.00815364 0.22759973\n", - " -0.33323614]\n", - "Found 2031 total galaxies in catalog for cluster 3939\n", - "[ 0.57271278 -0.05361408 -0.19370542 ... -0.02715269 0.01194859\n", - " -0.14176997]\n", - "Found 4680 total galaxies in catalog for cluster 6139\n", - "[-0.18902135 0.01427802 -0.1919366 ... 0.24056515 0.06383957\n", - " 0.17788326]\n", - "Found 1457 total galaxies in catalog for cluster 4709\n", - "[ 0.50881643 -0.03780881 -0.37321073 ... -0.05748262 -0.2746567\n", - " -0.23447674]\n", - "Found 4468 total galaxies in catalog for cluster 7121\n", - "[-0.10727189 0.34338639 -0.38368821 ... -0.11123612 -0.19040646\n", - " 0.2689072 ]\n", - "Found 3759 total galaxies in catalog for cluster 8547\n", - "[ 0.30614401 0.22411091 0.18860074 ... -0.07828026 -0.13924719\n", - " 0.21569544]\n", - "Found 1031 total galaxies in catalog for cluster 8685\n", - "[-0.18104093 -0.10184904 0.29612165 ... 0.39745233 -0.19683878\n", - " 0.27066223]\n", - "Found 745 total galaxies in catalog for cluster 8995\n", - "[ 3.08158963e-01 2.70568626e-01 3.87612654e-01 -3.76266087e-01\n", - " -3.03567444e-01 -3.61281100e-01 -2.14580427e-01 -4.36547887e-01\n", - " -3.63049533e-01 -4.93054753e-01 -1.73737327e-01 -1.02149144e-01\n", - " -3.47961104e-01 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6.28969227e-02 5.58713417e-01\n", - " 3.45079975e-01 6.14001631e-01 2.87915346e-02 7.07643973e-01\n", - " 2.37907660e-01 3.73434575e-01 -4.84986450e-01 1.69201355e-01\n", - " -1.39839745e-01 1.17349943e-02 -9.54136992e-01 -2.10513410e-01\n", - " 1.25275949e-01 1.54125055e-01 3.35731427e-01 3.98454241e-01\n", - " -1.30523499e-01 -1.57048086e-01 1.08505481e-01 -1.83181357e-01\n", - " -1.79634668e-01 -4.53824840e-01 -8.61850582e-02 -5.61290533e-02\n", - " -7.21406421e-02 7.09661023e-02 3.00962850e-01 2.07594994e-01\n", - " -4.38575311e-01 -1.31384671e-01 1.07134240e-01 -9.93354672e-02\n", - " 2.46204859e-01 3.90559685e-01 1.39813986e-01 7.39371176e-01\n", - " 3.55941445e-01 5.11754037e-01 2.43717548e-01 2.57672729e-01\n", - " -1.23259430e-01 2.58677034e-01 8.29151013e-02 -5.77072532e-02\n", - " 4.40857921e-01 3.58608322e-01 4.95294310e-01 -3.76550271e-01\n", - " -2.34273679e-02 -3.08108638e-01 -1.30908271e-01 1.54738085e-01\n", - " -1.24818699e-01 -9.13798069e-01 -5.32256527e-01 -1.46298681e-02\n", - " -4.05286398e-01 -2.94786264e-01 -3.07256443e-01 -7.84906241e-02\n", - " 4.14634055e-01 -1.98545206e-01 -6.59380555e-02 1.02749757e-01\n", - " 1.05577749e-02 -3.55281115e-02 3.11516990e-01 -9.76324801e-02\n", - " -2.41475685e-01 2.80299069e-01 7.97000007e-02 -2.17256146e-02\n", - " -3.03058106e-01 -2.99118470e-01 -1.16474749e-01 -2.09005688e-01\n", - " -1.92870057e-02 -1.76114069e-01 7.79731864e-02 3.28860780e-01\n", - " 3.33566055e-01 1.77805372e-01 1.69560089e-02 5.16351664e-03\n", - " 2.41090918e-01 -3.27063183e-01 4.29822177e-01 -1.26828820e-02\n", - " -3.79907635e-01 7.51868310e-02 -3.53220137e-01 -4.02327708e-01\n", - " -2.65197876e-01 -1.65815424e-01 -3.44229437e-01 5.52870609e-01\n", - " -2.02182974e-01 -3.90629547e-01 -1.45327584e-03 6.42202651e-01\n", - " 2.51068971e-01 2.01858858e-01 -5.65026134e-01 -3.12049727e-01\n", - " 1.13088817e-01 8.93813118e-02 1.53710585e-01 -3.88470732e-02\n", - " -2.06150221e-01 -2.29974836e-01 3.22372199e-01 -6.23464253e-02\n", - " 5.69687752e-01 -8.52849803e-02 -3.18273588e-01 -5.27011191e-01\n", - " -1.94724909e-01 1.16228198e-01 -5.36225739e-01 -9.87306311e-02\n", - " 2.72419132e-01 8.59915794e-02 -9.61379909e-02 4.62725270e-01\n", - " 1.63131031e-02 -3.89079262e-01 2.86616649e-01 7.25160228e-01\n", - " -1.56326827e-01 1.86931409e-01 -1.16212571e-01 1.90790137e-01\n", - " -4.86770903e-01 -1.13732595e-01 4.38675672e-01 3.35410986e-01\n", - " 4.78249982e-01 -5.14784903e-01 1.43148987e-01 8.77855666e-01\n", - " 6.63998115e-02 -7.40466297e-03 -3.17095362e-01 2.30372691e-01\n", - " -1.25835031e-01 -3.36777718e-01 5.61165000e-01 3.19007317e-01\n", - " 1.06109567e-01 7.58958667e-02 1.64085561e-01 4.87646433e-03\n", - " -1.21397623e-01 2.07258389e-01 -3.07417463e-01 4.45203329e-01\n", - " 2.36791276e-02 -5.41666851e-01 -4.06971573e-01 1.17188936e-01\n", - " -4.20124014e-02 1.11281421e-01 -3.43654385e-01 1.58612076e-01\n", - " -6.32979220e-02 -2.78009013e-01 -6.28139722e-02 1.03954374e-02\n", - 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3.41895829e-01 -1.33871427e-01 1.63929341e-01\n", - " -1.02380531e-01 1.36364898e-01 -1.68918682e-01 -1.76229217e-01\n", - " 4.19330820e-01 -1.28919538e-01 3.94025206e-01 -9.55076389e-02\n", - " -2.82436564e-01 -2.94526945e-01 9.13680625e-04 4.55945184e-01\n", - " -4.26632411e-01 2.13001837e-01 2.36478402e-01 7.06857676e-01\n", - " 8.62872463e-02 -3.49263904e-01 2.98023109e-01 -4.95655320e-01\n", - " 3.22926958e-01 -4.66119496e-01 4.18505914e-01 2.36248951e-01\n", - " 1.85859042e-01 -9.01926640e-01 -3.30030718e-01 -3.10672001e-01\n", - " 9.39100511e-02 1.80487052e-01 4.13724900e-02 4.52824784e-01\n", - " -1.97201384e-01 3.46993280e-01 4.49759978e-01 3.58345880e-01\n", - " -4.52703949e-01 -1.75563264e-01 -1.96570662e-01 3.05411193e-02\n", - " -4.12200742e-01 1.38725605e-02 9.68609057e-02 1.40889649e-01\n", - " 2.37262281e-01 -5.66819792e-01 1.60064247e-01 -7.88933734e-01\n", - " -7.96125285e-01 1.62798466e-01 1.50963530e-02 3.20924736e-01\n", - " -5.25581159e-01 6.08245626e-02 -2.21144484e-01 -3.08262680e-01\n", - " -1.34432881e-01 -1.66364202e-01 -2.48232743e-01 -3.57129981e-01\n", - " 2.25585931e-01 5.05140730e-01 -4.38378200e-01 -2.70601189e-02\n", - " -2.10412651e-01 2.10071864e-02 9.95873821e-02 1.86468377e-01\n", - " 3.16099348e-01 -1.17617081e-02 4.07782409e-02 6.37813208e-01\n", - " 2.73990053e-01 -3.56676292e-01 -7.81279001e-02 -3.02505086e-01\n", - " 2.72889592e-01 2.00206967e-01 -2.59360607e-01 3.49405874e-01\n", - " -4.83053290e-01 3.66089803e-01 3.46511923e-02 -1.45366174e-01\n", - " 6.67283651e-01 2.24246105e-02 7.43495336e-03 8.78963181e-01\n", - " -9.31764778e-03 -2.30424363e-01 -3.38301953e-01 -6.17105756e-01\n", - " 4.68010185e-02 -4.35531765e-01 -1.28490181e-01 -1.00462153e-01\n", - " 4.08719504e-01 -2.13494832e-01 1.22326886e-03 -3.68755955e-01\n", - " 3.36857653e-01 -2.80581372e-01 -8.75376888e-01 -8.69754269e-01\n", - " -1.14825850e-01 1.19738362e-01 -3.24476813e-01 -2.28301562e-01\n", - " -2.42940671e-01 5.26869943e-02 2.37184722e-01 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1.52619521e-01 3.01248179e-01 1.13569468e-01 3.86053183e-01\n", - " -1.33943736e-01 5.82995247e-01 -4.68070044e-02 -8.20524697e-02\n", - " 3.17727466e-01 2.96817179e-01 6.24768233e-03 -5.55987293e-01\n", - " -3.86765525e-01 5.01816319e-01 -4.61746573e-02 3.15771444e-01\n", - " 3.05675987e-01 1.40048806e-01 4.23229369e-01 -3.85738151e-02\n", - " -1.31752278e-01 -3.07210501e-01 2.48830452e-01 3.45276406e-01\n", - " 6.98203619e-01 2.25026584e-01 2.68344247e-01 1.95374051e-01\n", - " -5.83810212e-01 2.30976716e-01 -1.38193974e-03 2.10758699e-02\n", - " 3.60036294e-01 4.09584465e-01 -1.63107768e-01 -2.25679042e-01\n", - " -4.17895580e-01 5.58679511e-02 -5.24752382e-01 -1.06758524e-01\n", - " 1.44252039e-01 -4.02817738e-02 5.37207216e-02 3.09901312e-01\n", - " 4.31599813e-01 -6.79971815e-01 2.69835245e-01 3.78653623e-01\n", - " -4.24472099e-01 3.05984169e-01 -6.14106304e-02 9.28827406e-02\n", - " -3.86197120e-01 1.45793371e-01 5.96369903e-02 3.16832497e-03\n", - " -2.36903790e-01 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4.28153005e-02 -5.51048778e-01\n", - " -3.42721534e-01 1.40884583e-01 -2.11846718e-01 -8.50935959e-02\n", - " 1.33583695e-01 2.64209974e-01 2.30663657e-01 4.21556184e-01\n", - " -1.59063663e-01 -5.16142719e-01 4.30358501e-02 -4.91307756e-01\n", - " 5.48992368e-01 1.78450120e-01 1.24336597e-01 1.14109007e-01\n", - " 2.52293887e-01 3.44599537e-02 -2.30864865e-01 -1.01547685e-01\n", - " -2.41708338e-01 2.70844922e-01 2.52660746e-02 -1.29243349e-01\n", - " 1.77065864e-01 5.48345872e-01 -2.46726222e-01 1.69584842e-01\n", - " -3.41004024e-02 -3.55240545e-01 -2.36127661e-02 -2.03663680e-01\n", - " -1.17691462e-01 -8.16104161e-01 8.88912589e-02 -3.63947602e-01\n", - " -1.67641588e-01 -3.18693965e-01 1.56681200e-02 -6.35839313e-01\n", - " -1.05550817e-01 1.12787542e-01 -1.56130974e-01 3.62691435e-02\n", - " 3.11741493e-01 -3.84536231e-01 -2.41542109e-01 -6.53453271e-01\n", - " 1.20933331e-01 -1.12282378e-01 -3.45432008e-01 1.98496577e-01\n", - " 1.17976205e-01 -5.98581405e-01 4.83673030e-01 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" 6.79575102e-03 -4.89369198e-01 4.77185926e-01 -4.57267111e-01\n", - " 3.97344578e-02 -1.85276005e-01 2.83132625e-01 5.18393307e-01\n", - " -1.48984464e-01 -2.83684688e-01 1.57907959e-01 -2.05136890e-01\n", - " -9.31138964e-02 2.60864508e-01 1.20772740e-02 9.51411001e-02\n", - " -6.50405852e-01 4.72701599e-01 -1.49399754e-01 -2.58855180e-01\n", - " -2.77712408e-01 -3.57869741e-01 -2.84689330e-01 -4.75673586e-02\n", - " -3.27153270e-02 -1.31215527e-01 -1.06190087e-01 -3.56486853e-01\n", - " 2.26018927e-02 -5.70611920e-03 -7.60134474e-02 2.08974024e-01\n", - " 1.33053473e-01 2.33994609e-01 -1.23118907e-01 4.01599579e-02\n", - " -5.54569774e-02 2.65926987e-01 4.79736231e-01 -2.23639553e-01\n", - " 6.79203311e-01 2.16631154e-01 -2.40383484e-01 -3.44826994e-01\n", - " -5.46990430e-01 -4.01361463e-01 -4.04041013e-01 3.40752876e-01\n", - " 4.20398994e-02]\n", - "Found 4269 total galaxies in catalog for cluster 7698\n", - "[-0.14774703 0.28167431 -0.42778098 ... 0.32263902 -0.19401332\n", - " 0.31214739]\n", - "Found 6780 total galaxies in catalog for cluster 10999\n", - "[-0.46873341 0.36886957 -0.58622857 ... 0.18868981 0.13158685\n", - " 0.21428358]\n", - "Found 831 total galaxies in catalog for cluster 9029\n", - "[-4.97725422e-02 -2.38960480e-01 -6.86735013e-02 1.37914256e-01\n", - " -2.26398985e-01 1.91298745e-01 -5.06826011e-01 -3.54651210e-01\n", - " -4.13685570e-01 -2.11484534e-01 -4.76152810e-01 -5.69374445e-02\n", - " -4.88438315e-02 1.97321778e-01 2.17077144e-01 1.55975563e-01\n", - " 7.26688522e-02 3.03316815e-01 -4.24796570e-01 -5.57893214e-01\n", - " -2.65892210e-01 -4.28802091e-01 8.26407277e-01 -1.91579775e-01\n", - " -4.89112168e-01 -1.00273857e-01 -3.66814383e-01 -3.54092088e-02\n", - " -1.60788793e-01 1.32108500e-01 4.29251573e-01 -3.39308173e-01\n", - " -2.41658876e-01 -5.36064316e-01 2.49300344e-01 5.25830020e-01\n", - " 7.31237075e-01 1.18096878e-01 3.31613054e-01 -8.35845477e-01\n", - " -1.24598928e-01 7.26159711e-02 -7.80378112e-02 1.67285350e-01\n", - " -5.30678223e-01 6.32534327e-01 -2.69645326e-01 -1.37770058e-01\n", - " 1.58584718e-01 5.90576532e-01 -5.58287045e-01 9.39874772e-02\n", - " -6.19182333e-01 2.88744065e-01 -2.67403269e-01 -7.98106352e-02\n", - " -2.79328093e-02 1.52452966e-01 -3.12349230e-02 -1.87627486e-01\n", - " -6.40089773e-01 1.32306943e-01 -4.78536093e-01 1.49762838e-03\n", - " -1.11762153e-01 -4.77094234e-01 1.17874669e-01 3.28443839e-01\n", - " 4.43224221e-03 2.04405786e-01 -4.17674784e-01 1.76120453e-01\n", - " -9.22782153e-01 2.48373751e-01 -1.81706079e-01 -3.33814204e-01\n", - " 3.46462062e-01 -2.97556553e-01 -2.36302075e-01 -3.16455004e-01\n", - " -7.77227481e-02 -8.61959124e-02 -4.31713785e-02 7.87406741e-02\n", - " -9.61770439e-02 2.93613840e-01 -2.94825509e-01 2.16710477e-01\n", - " 1.68305399e-01 4.83294346e-01 -6.08321696e-02 -1.24544159e-01\n", - " -5.77655954e-02 2.83197400e-02 2.51225449e-01 -1.78590827e-01\n", - " 3.19466401e-01 1.67608610e-01 1.26048122e-01 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1.41638878e-02\n", - " -3.55415520e-01 -3.17859306e-01 4.15607350e-01 -2.35199117e-01\n", - " 2.71007635e-01 5.05957511e-01 -6.48130412e-01 -1.29196521e-01\n", - " 1.17287024e-01 -2.40784078e-01 2.82968486e-01 -1.36440030e-01\n", - " 4.44360101e-01 -2.02248762e-01 -3.04560937e-01 -2.44976710e-01\n", - " 1.62790236e-01 6.60352253e-01 3.81298202e-01 -1.77810378e-01\n", - " -1.09733440e-01 7.03541587e-01 -4.51127103e-02 1.25540525e-01\n", - " -1.82701150e-01 1.05963367e-01 3.60824550e-02 1.55163220e-02\n", - " -4.70488782e-01 -6.74183596e-02 3.62399004e-01 3.53027439e-02\n", - " 5.34714532e-01 5.00566869e-01 -4.96311227e-01 -8.15251582e-01\n", - " 1.45858052e-02 -1.67883601e-02 4.80366753e-01 -2.14976862e-01\n", - " 7.31368721e-01 -9.39397255e-02 5.45300673e-02 -6.68639149e-02\n", - " -4.71596535e-01 -2.93188161e-01 1.07761383e-01 1.99423559e-01\n", - " 3.59196745e-01 2.25386805e-01 -4.23522423e-01 -2.29250758e-02\n", - " 8.46038691e-03 -4.55809864e-01 -1.35424987e-01 1.35060500e-01\n", - 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-4.06174033e-01 4.47912981e-03 3.97984593e-01\n", - " -7.11657629e-02 4.74559566e-01 4.10148396e-01 -5.75952695e-01\n", - " -6.44956717e-01 8.89397430e-03 1.97649662e-01 -2.06780175e-01\n", - " -2.07324352e-01 -2.12161104e-01 8.39253041e-02 -7.09727670e-01\n", - " -3.79319635e-01 -1.25216788e-01 -5.87596453e-01 6.68072643e-01\n", - " 1.61394193e-01 1.61721077e-01 -5.15106943e-01 -1.24725071e-01\n", - " 4.40495093e-01 3.26432181e-01 4.34921026e-01 7.00554411e-01\n", - " -1.31728737e-01 1.58400474e-02 -8.09691695e-02 -1.21353751e-01\n", - " -4.39119873e-01 -3.69166350e-01 1.02651624e-01 -2.85276683e-01\n", - " 1.15841112e-01 -2.18793050e-01 6.12532057e-01 3.45501357e-01\n", - " 8.28844757e-03 -8.84013052e-02 -1.23827852e-01 9.28047222e-02\n", - " 1.25424536e-01 3.70749530e-01 1.33659055e-01 3.99297650e-01\n", - " 9.23890338e-02 4.80576176e-01 4.54675283e-02 -1.65641452e-01\n", - " -1.45304770e-02 -7.98916716e-01 -3.16970638e-01 2.92919607e-01\n", - " 2.42960793e-01 4.76441767e-01 -1.76642573e-01 -1.61404734e-01\n", - " 5.89465263e-01 4.39386398e-01 1.74372487e-01 7.06683965e-02\n", - " -5.02197995e-01 -4.64213962e-02 -1.88867968e-01 2.91443056e-01\n", - " 3.12781416e-01 -3.92920433e-01 2.87368053e-02 3.34809734e-01\n", - " 2.64390201e-01 1.06046671e-01 3.55410213e-01 -2.30336627e-01\n", - " -2.53130967e-01 -2.12628615e-02 4.33886774e-01 1.77330317e-01\n", - " -2.19137541e-01 1.18600792e-03 4.81738714e-01 -2.37178863e-01\n", - " 5.31849392e-01 1.18961543e-01 1.46359293e-01 -2.00906190e-01\n", - " -2.29544399e-01 -6.95933391e-02 8.07287722e-02 -9.36608659e-02\n", - " 8.38094926e-02 -1.41930764e-01 6.43611914e-02 3.30681394e-01\n", - " -5.27409977e-01 -4.47858882e-01 2.01971101e-01 1.17502818e-01\n", - " -4.89176466e-01 1.93892519e-01 -8.35455405e-02 6.31298169e-01\n", - " 4.09794770e-01 4.40723038e-03 4.11857039e-01 -1.57652199e-01\n", - " -9.81181578e-01 7.39914639e-01 -2.45388594e-01 2.33810873e-01\n", - " 1.86026453e-01 -6.22723067e-01 -6.16810477e-01 5.59077559e-02\n", - " 7.97023586e-01 2.80018200e-01 -3.86512726e-02 -1.21404244e-01\n", - " 4.24492247e-01 2.10567064e-01 -1.95129882e-01 4.67397924e-01\n", - " -4.27435842e-02 -1.37456311e-01 -3.80053501e-02 -1.71656099e-01\n", - " 6.96847372e-01 -1.22874617e-01 1.45892194e-01 -2.00129048e-01\n", - " -4.43459876e-01 4.96943288e-02 1.59889467e-01 3.63514656e-01\n", - " -4.32602784e-01 4.92489483e-01 8.83356685e-02 6.13900727e-02\n", - " -2.41948800e-01 -2.97769917e-01 -3.61149009e-01 -1.58785227e-02\n", - " 2.00013061e-01 1.09026337e-01 -3.59361501e-02 1.19164215e-01\n", - " 3.49667297e-01 3.58353178e-02 2.88222357e-01 1.28723667e-01\n", - " -4.99638803e-02 -4.18241231e-02 3.75580851e-01 1.86788576e-01\n", - " -2.99744452e-01 -5.23542046e-02 2.38100166e-01 1.00970752e-02\n", - " -4.29401566e-01 2.24280773e-01 3.79324662e-01 -2.72174372e-02\n", - " -1.01310513e-01 -3.97415780e-01 -1.04808691e-01 -2.68127291e-01\n", - " -1.70005395e-01 -3.24136749e-01 2.28728751e-01 4.37929254e-02\n", - " -1.74189700e-01 5.53721920e-02 -4.15685304e-01 -6.61879229e-01\n", - " -2.96617046e-02 6.25411188e-01 -6.35462713e-03 1.93930054e-01\n", - " 7.33597460e-02 4.19857445e-01 -2.69471112e-01 4.41897142e-01\n", - " -4.76988971e-02 7.99761405e-02 5.13621798e-02 2.38034419e-02\n", - " 3.89994801e-01 -1.84342369e-01 2.39745652e-01 -6.15469213e-01\n", - " 5.34694043e-01 1.16787350e-02 7.84430118e-01 1.86545650e-01\n", - " -6.64954295e-02 -9.44291411e-01 2.01881683e-01 5.01964029e-01\n", - " -4.82644361e-01 -2.91995175e-01 1.64620138e-01 -2.58179138e-01\n", - " 9.84825313e-02 3.32375728e-01 2.37610452e-01 -1.20591043e-01\n", - " 1.62508437e-02 -7.59802895e-02 -2.93419184e-01 -2.91265480e-02\n", - " 5.08725783e-02 -3.66451992e-01 -4.06150114e-01 -5.78053213e-02\n", - " 5.95774750e-02 -3.80518771e-01 -1.60286504e-01 1.25884259e-01\n", - " -2.92094585e-01 6.49729970e-02 1.05918589e-02 -3.26913968e-01\n", - " -1.52939338e-01 3.48179842e-02 -2.14374454e-01 -3.94903051e-01\n", - " -6.89100208e-01 -1.62053276e-01 -8.40230649e-02 -2.86055087e-01\n", - " -1.56999343e-01 -2.39062734e-01 -9.97385410e-02 -5.26972270e-01\n", - " 3.06280237e-01 -2.34862571e-02 -1.70384338e-01 3.85263266e-02\n", - " -9.20845310e-02 3.00294105e-01 3.70398161e-01 -3.49810095e-02\n", - " 5.37747089e-02 3.05801367e-01 4.17998729e-02 -1.40231135e-01\n", - " -5.32885042e-01 1.76529313e-01 -5.39931554e-02 -6.91612874e-01\n", - " 1.48671825e-01 4.09979072e-01 -5.68138740e-01 5.10021195e-01\n", - " 1.80048345e-01 4.31271375e-01 3.54595603e-01 -5.58351845e-01\n", - " -3.27433551e-01 -8.44585023e-02 -3.24923384e-01 -3.40475597e-01\n", - " 3.21913949e-01 -2.30165806e-01 -6.24065540e-01 1.89868892e-01\n", - " 6.61643625e-01 -6.86541919e-02 -1.49178469e-01 -9.73483405e-02\n", - " 3.50181599e-01 7.73163118e-02 1.19592462e-01 -3.71580825e-01\n", - " 3.10530120e-01 -3.09221480e-02 1.55374830e-01 3.63531259e-01\n", - " -2.70013621e-01 1.16541386e-01 -3.01372355e-01 -2.53031577e-02\n", - " 2.78172553e-01 1.27727098e-01 6.02846538e-01 -2.98019758e-01\n", - " -1.78227268e-02 3.38736068e-01 -3.76479760e-01 -4.66699806e-01\n", - " -1.27682081e-02 8.48514222e-01 1.49508369e-01 -2.57670876e-01\n", - " -2.14845738e-01 -6.34556435e-01 8.58314433e-01 6.52098948e-02\n", - " 1.39648125e-01 -1.92434736e-01 5.67079089e-02 5.33178096e-01\n", - " -8.16693464e-02 3.54361522e-01 1.13130283e-01 2.01561415e-01\n", - " 5.67705544e-01 2.34909075e-01 3.37040009e-01 2.11125951e-03\n", - " -5.79056644e-01 -8.05615761e-01 3.80749324e-03 1.79402056e-01\n", - " -6.89013938e-01 -6.47444466e-01 2.38468929e-02 2.28866046e-01\n", - " 5.22604334e-01 -2.27797663e-01 3.95223443e-01 -1.68548306e-01\n", - " 2.13992803e-01 -4.06040138e-01 8.87018243e-02 1.69904911e-01\n", - " -5.34238546e-02 -1.95606198e-01 3.54914225e-02 -8.61091580e-03\n", - " 2.52866234e-02 -8.13602289e-02 6.12617985e-01 3.05008327e-01\n", - " -5.47597869e-01 1.29633167e-01 3.61343160e-01 3.84640599e-01\n", - " 4.15128660e-01 -4.05349826e-01 8.34041968e-01 -4.68712872e-02\n", - " 1.79569838e-01 -9.02364836e-01 3.56571502e-01 -1.89308254e-01\n", - " -3.08862801e-01 7.22911848e-01 -5.33045760e-01 -3.01539749e-01\n", - " -2.55782143e-01 5.54151355e-01 3.45419453e-01 1.68374278e-01\n", - " 1.12057580e-02 -4.69314458e-01 1.88621892e-01 4.42102130e-01\n", - " 2.03948316e-01 -2.83988951e-01 5.55001943e-01 5.51562340e-01\n", - " -8.15029530e-02 -8.03180476e-01 -5.98538067e-01 1.80550467e-01\n", - " -3.57778874e-01 -6.53895653e-01 1.51779907e-01 -1.91332232e-01\n", - " -4.79293391e-03 5.06628694e-03 -2.34497412e-01 2.38219018e-01\n", - " -7.21630732e-01 4.32887759e-01 -2.37747769e-01 -1.39775356e-01\n", - " 4.08474106e-01 2.41492902e-01 -6.97883299e-02 -4.55783533e-02\n", - " -4.17340905e-01 -7.88811106e-02 2.96968092e-01 -3.45716594e-02\n", - " 1.15080715e-01 -5.26629036e-01 7.88578472e-04 1.92762476e-01\n", - " 2.11396652e-01 -3.77559319e-02 -5.66788156e-01 -6.07904490e-02\n", - " 7.18739916e-02 3.04117555e-01 3.06851580e-01 -5.57684126e-01\n", - " -2.45527865e-01 3.57084794e-01 -1.54249404e-01 -4.95959436e-01\n", - " 9.09541379e-02 1.13891207e-01 -6.08020179e-02 5.53326080e-01\n", - " -8.72721548e-01 -1.72063026e-01 -4.50398414e-01 -4.50525332e-01\n", - " 1.80359844e-01 -1.67439132e-01 -5.27899598e-01 1.85130460e-01\n", - " 4.21103136e-01 -2.91521638e-01 -2.34790039e-01 -5.84158441e-02\n", - " -3.10577509e-01 1.71174344e-01 -3.97837879e-01 -6.32269297e-02\n", - " -4.26283322e-01 3.21516813e-01 1.27482513e-01 -8.26279493e-01\n", - " -3.33629128e-02 -9.21794906e-02 -1.79883636e-01 -2.40510761e-01\n", - " 1.09026804e-01 -1.44224723e-02 1.76417338e-01 -9.07719219e-02\n", - " 4.29747403e-01 2.15340885e-03 3.33254827e-01 -4.20279299e-01\n", - " 3.07010850e-01 -1.34669836e-01 7.41518819e-02 2.17619523e-01\n", - " 3.61970543e-01 4.61377388e-02 -5.60169970e-01 -2.47433750e-02\n", - " -4.99929360e-01 2.74864015e-01 -6.72725132e-02 2.94256452e-01\n", - " 3.12799837e-01 4.33854084e-01 -7.90227281e-03 2.01770049e-01\n", - " -5.29453206e-01 -6.52938836e-02 1.64779103e-01 -1.77815699e-01\n", - " -3.56104322e-01 1.23174357e-01 2.37077990e-01 3.45435536e-01\n", - " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", - " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", - " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", - " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", - " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", - " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", - " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", - " 2.15040365e-01 -3.51315978e-03 -2.34448201e-01 -1.07617714e-01\n", - " -3.47731079e-02 5.06018595e-01 -2.11127871e-01 -1.15676847e-01\n", - " -1.46181994e-02 -4.82762255e-01 8.97443206e-02 2.73606483e-01\n", - " -1.20962695e-01 -4.05863975e-01 3.49338539e-01 3.02930902e-01\n", - " 1.95592302e-01 -1.01607911e-01 8.66495572e-02 -3.52617755e-01\n", - " 4.16492360e-01 -2.17308396e-01 1.49310404e-01 5.40482797e-01\n", - " 1.02148560e-01 -2.98040772e-01 7.24516983e-01 -2.63083828e-01\n", - " 4.19480852e-01 2.13964556e-02 2.25236053e-01 2.79928140e-01\n", - " -8.33573495e-02 2.99391130e-01 -3.60134339e-01 1.95560597e-01\n", - " 5.16679399e-01 1.22654385e-01 -2.47236627e-01 8.55998526e-02\n", - " -9.20237527e-02 -6.42795672e-01 9.24697146e-02 -4.41475383e-01\n", - " 7.97829943e-01 7.59651097e-02 -5.09166463e-01 -1.49146099e-01\n", - " 2.13837717e-01 -2.32478001e-01 -2.88470512e-01 -1.67085231e-01\n", - " -6.37889354e-01 -4.92501583e-01 1.07631899e-02 9.35109345e-02\n", - " -4.92878398e-01 -2.22395487e-02 1.97407687e-01 4.44801273e-01\n", - " -3.93147733e-02 -4.56590309e-01 -1.21305481e-01 2.60257724e-01\n", - " 4.01241031e-01 5.92750278e-01 5.05908731e-01 1.94652895e-01\n", - " 1.33434463e-01 4.11270730e-01 -1.93693251e-01]\n", - "Found 1497 total galaxies in catalog for cluster 9429\n", - "[-0.24377041 -0.15982066 -0.31670849 ... -0.20835101 -0.24890121\n", - " 0.07124926]\n", - "Found 2438 total galaxies in catalog for cluster 10146\n", - "[-0.49033583 -0.25226827 -0.15399442 ... 0.18863975 -0.23954712\n", - " -0.31784094]\n", - "Found 3389 total galaxies in catalog for cluster 14476\n", - "[-0.58077888 -0.6129815 0.06780588 ... -0.32809431 0.07547414\n", - " -0.20172479]\n", - "Found 0 total galaxies in catalog for cluster 8395\n", - "[]\n", - "Found 5129 total galaxies in catalog for cluster 16657\n", - "[ 0.32878727 0.57787372 -0.18646609 ... -0.27555603 -0.23492938\n", - " 0.12734837]\n", - "Found 3824 total galaxies in catalog for cluster 13039\n", - "[-0.15678686 0.25666629 -0.42336934 ... 0.4031683 -0.22883061\n", - " 0.24806771]\n", - "Found 3113 total galaxies in catalog for cluster 15382\n", - "[ 0.61791087 -0.11386178 -0.06035778 ... 0.00927588 0.09306607\n", - " -0.13378937]\n", - "Found 1856 total galaxies in catalog for cluster 17011\n", - "[ 0.19937101 -0.21214132 -0.25984545 ... -0.08740959 -0.07087565\n", - " 0.2199447 ]\n", - "Found 7041 total galaxies in catalog for cluster 8523\n", - "[ 0.46240308 0.59430692 -0.20745806 ... 0.08804989 -0.12540515\n", - " 0.20523453]\n", - "Found 1266 total galaxies in catalog for cluster 11300\n", - "[ 0.51677812 -0.02031883 -0.24758894 ... 0.61638037 -0.24263329\n", - " -0.00500442]\n", - "Found 6914 total galaxies in catalog for cluster 17462\n", - "[-0.46898861 0.45649662 0.59495044 ... -0.00881185 0.10644044\n", - " -0.12822077]\n", - "Found 1779 total galaxies in catalog for cluster 13025\n", - "[-0.27277944 -0.15978372 -0.2573599 ... -0.00270624 0.19862907\n", - " -0.30636958]\n", - "Found 2475 total galaxies in catalog for cluster 21385\n", - "[ 0.05356844 0.07100849 0.24670627 ... 0.20833703 -0.11583338\n", - " -0.31267003]\n", - "Found 3190 total galaxies in catalog for cluster 20888\n", - "[ 0.81515586 -0.74129456 -0.27364445 ... 0.07390696 0.12357484\n", - " -0.32799586]\n", - "Found 4280 total galaxies in catalog for cluster 21815\n", - "[ 0.19995821 -0.13635579 0.11484649 ... 0.12949039 0.1622572\n", - " 0.30548736]\n", - "Found 1241 total galaxies in catalog for cluster 7594\n", - "[-0.37646813 -0.03512557 -0.48517606 ... 0.23430754 0.26393841\n", - " 0.32812388]\n", - "Found 753 total galaxies in catalog for cluster 21425\n", - "[-2.14730346e-02 3.72320963e-02 -4.69937987e-01 3.56908188e-01\n", - " 3.23929643e-01 1.00949529e-01 -1.73055845e-03 2.42679699e-02\n", - " -7.57985576e-01 -2.36185647e-02 -2.17171173e-01 3.91267059e-02\n", - " 2.37333346e-01 1.10722807e-01 2.90436475e-01 2.59170815e-01\n", - " -2.09241221e-01 7.51996584e-01 -6.35466612e-01 -3.15648792e-02\n", - " 1.00201903e-01 5.11008411e-01 5.63212885e-02 8.34542869e-01\n", - " -6.90312071e-02 4.85535690e-01 -1.71913978e-01 -7.73137799e-01\n", - " 3.95415553e-01 5.98015116e-01 1.84866416e-01 4.71774260e-01\n", - " 4.27797214e-02 -7.53906859e-02 -5.44727540e-02 3.64148807e-01\n", - " -4.09072698e-01 2.35796161e-01 -2.14207662e-02 2.63201285e-03\n", - " -3.79961133e-01 1.73210973e-01 -3.34763753e-01 -2.55475569e-01\n", - " 6.98917268e-02 -5.83015266e-01 3.82642485e-01 1.05967028e-01\n", - " 3.35383676e-01 2.89896208e-01 6.68457093e-01 -1.55318707e-01\n", - " -1.24647258e-01 -4.68559242e-02 1.13713664e-01 1.00145397e-01\n", - " 8.41219149e-01 4.31504493e-01 1.98200127e-01 -2.68647835e-01\n", - " -9.04658359e-02 -1.85742016e-01 -1.60358272e-01 -2.65457139e-01\n", - " 2.39336648e-01 -3.28339154e-01 -2.36276195e-01 5.64496139e-01\n", - " 1.73119406e-01 2.69871991e-01 7.54782636e-02 8.24412498e-01\n", - " 4.96302284e-01 2.33100581e-01 1.13579784e-01 3.86994163e-01\n", - " -4.02315443e-01 -6.91878997e-01 -1.97926621e-01 8.00541253e-02\n", - " 3.47316379e-02 -9.43817227e-02 -1.11808759e-01 5.74299860e-02\n", - " 2.52905935e-01 3.07677714e-01 7.25837745e-02 1.07408465e-01\n", - " 2.19536120e-01 -2.41839640e-01 4.03009982e-01 -2.74989571e-02\n", - " -6.42381649e-01 8.03381954e-01 -3.14905492e-01 6.66710908e-01\n", - " 3.41667992e-01 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-4.65085499e-01 1.90878213e-01\n", - " 2.99481408e-01 1.41043691e-01 -2.52812198e-01 -5.63948317e-01\n", - " -3.96226779e-01 9.30174373e-02 -6.11761493e-01 1.39503996e-01\n", - " 1.62656310e-01 -4.03927619e-01 -2.53794978e-01 2.55528791e-01\n", - " 5.28818102e-01 5.22947731e-02 -1.15826125e-01 -4.84087177e-01\n", - " 7.27522404e-03 -3.57519298e-01 1.33514396e-01 3.36047090e-01\n", - " 2.76226751e-02 1.11939473e-02 -6.19970162e-01 -1.11749916e-01\n", - " -3.53917800e-01 5.27959047e-01 6.97896532e-01 2.18042459e-01\n", - " -1.86164964e-01 -1.81912169e-01 2.12736103e-01 -4.99631242e-02\n", - " 5.73936140e-01 2.05440514e-01 -1.72252763e-02 4.08957859e-02\n", - " -3.26572647e-02 4.56586784e-02 -3.67014509e-01 1.60625507e-01\n", - " 1.53356868e-01 1.20650853e-01 -9.41458184e-02 -9.74616908e-02\n", - " -1.50704853e-02 3.69961842e-01 -2.97218481e-01 -1.60474645e-01\n", - " 2.57010717e-01 -1.21301486e-01 6.44498303e-03 4.48287536e-01\n", - " 2.52051887e-01 5.87608900e-01 -3.12363017e-01 -1.39761467e-01\n", - " -4.42471449e-03 -2.61790607e-01 6.13968548e-02 -1.36658874e+00\n", - " -3.31488485e-01 4.08540206e-01 -6.95549195e-01 3.10345626e-01\n", - " 3.42625040e-01 -3.49576344e-01 3.93657061e-02 -1.66564610e-01\n", - " 5.99727750e-01 -4.02016273e-01 -1.16768967e-01 3.95531339e-01\n", - " 2.58660058e-01 -2.27338817e-01 1.28414895e-02 5.50015325e-01\n", - " -7.63552667e-02 1.02720953e-01 3.65325409e-01 -4.00004343e-02\n", - " 8.67615785e-02 3.48572827e-02 4.95725955e-01 2.18632691e-01\n", - " 1.05074799e-01 -1.55627520e-01 -1.63718385e-01 1.33573093e-01\n", - " 2.28070503e-01 -1.82576711e-01 5.70360606e-01 5.24170396e-01\n", - " 2.30923312e-01 -4.64778508e-02 -2.46904706e-01 2.68686234e-01\n", - " 4.44023403e-01 2.83977736e-01 1.10889576e-01 -5.41057658e-01\n", - " 2.07043743e-01 1.84211416e-01 -4.04986441e-01 -1.52142746e-01\n", - " -1.89765294e-02 3.77301193e-01 -3.05654832e-01 3.80421576e-02\n", - " -5.26078874e-01 2.61942200e-01 4.16670183e-02 -7.29818688e-02\n", - " 2.47376153e-01 4.17941808e-01 4.29904575e-01 2.69924158e-01\n", - " 1.35061917e-01 -2.63035886e-01 -6.40606963e-01 3.26412309e-01\n", - " 1.91092028e-01 4.76850118e-01 -4.08726245e-02 -1.87387243e-01\n", - " 5.86979179e-01 3.96162753e-01 2.91857263e-01 -3.50838360e-01\n", - " -2.96055193e-02 -4.24868206e-02 -1.54583352e-01 5.54252961e-02\n", - " 9.64864087e-02 3.46552363e-01 2.35203224e-01 2.15419467e-01\n", - " 5.12035332e-02 3.64301593e-01 8.84298987e-02 -2.04951984e-01\n", - " -3.41517904e-01 -7.58342398e-02 6.04669689e-01 2.02474141e-01\n", - " -3.69209234e-01 2.99874964e-01 -6.34258503e-02 7.69429682e-01\n", - " 4.87639050e-01 -2.92108586e-01 2.19229228e-01 4.06936403e-01\n", - " 2.22839578e-01 2.59846542e-01 -2.53248499e-01 2.68341432e-01\n", - " -7.90173977e-01 -1.03641014e-01 -7.36284620e-02 1.45933506e-01\n", - " -3.49077399e-01 -7.02529853e-02 -1.31736786e-01 -1.76980757e-01\n", - " 3.54664821e-01 -2.71113020e-01 -1.99548671e-01 -1.31314651e-01\n", - " 4.49183938e-02 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-4.08289864e-01 2.89653162e-01 -1.58648900e-01\n", - " -2.21909916e-01 3.20763463e-02 -1.70535640e-01 2.53177766e-01\n", - " -2.79318057e-01 4.69593840e-02 3.00710924e-01 -1.60578987e-01\n", - " -2.77032253e-01 -2.34104321e-01 -9.23636215e-01 -3.00832668e-01\n", - " 2.60736672e-01 1.60166402e-02 -4.81109104e-02 5.89581926e-01\n", - " -1.07883199e-01 -5.49649054e-01 -1.84048155e-01 -2.41600457e-01\n", - " 5.56329163e-01 3.12507703e-01 -2.44266667e-01 9.45829104e-02\n", - " -1.29422129e-01 -1.63504491e-01 -1.09031136e-02 -1.61503489e-01\n", - " -4.75411456e-02 -2.93481588e-01 4.50311016e-01 4.86855419e-01\n", - " 3.83732248e-01 2.12420355e-01 -2.49479069e-01 1.04099705e-01\n", - " 9.99097053e-01 8.43922790e-01 -7.66193977e-02 -3.08507380e-03\n", - " 8.24136933e-01 7.18152593e-02 -1.10618409e-01 -1.19709733e-01\n", - " 1.84496018e-01 -5.44079117e-01 -5.44499361e-01 -1.67195609e-01\n", - " 2.24260929e-01 8.31975761e-02 1.82123580e-01 -1.51216784e-01\n", - " 2.88107729e-01 -3.27847171e-01 -1.87844562e-01 -3.59647141e-01\n", - " 1.53572012e-01 -4.40456555e-01 4.90456652e-01 -2.10587645e-02\n", - " 7.89584612e-02 9.44570487e-02 -4.65051453e-02 5.34261135e-01\n", - " 3.33738428e-01 2.80784357e-01 3.58522099e-01 -3.74911931e-02\n", - " 3.52143487e-01 9.43915633e-02 2.91611109e-01 -4.49364769e-01\n", - " -8.58396735e-02 -9.42685960e-02 2.66437793e-01 2.34393055e-01\n", - " -2.49212712e-01 5.81295852e-01 -5.02405532e-01 6.41498398e-01\n", - " 1.53697643e-01 -2.67667053e-01 -1.15417478e-01 1.39052398e-01\n", - " -5.12285930e-02 -1.87808654e-01 -5.12678472e-01 -1.82836494e-03\n", - " -4.40456421e-03 -1.23223465e-01 4.89056462e-01 7.02713135e-01\n", - " -1.43188870e-01 7.71913247e-02 5.09838362e-01 2.97558666e-01\n", - " 3.29411501e-02 1.24695352e-01 -2.47585513e-01 -3.45130889e-02\n", - " 1.04367113e-01 8.51591990e-02 -2.50646659e-02 5.38281036e-02\n", - " -3.70078349e-01 -4.98649573e-02 3.65295809e-03 -2.43811584e-02\n", - " 2.48094869e-02 1.54640396e-01 -1.89190086e-01 -4.20411416e-01\n", - " -3.84812679e-01 1.21379845e-01 3.40997852e-01 -2.05457007e-01\n", - " -1.93979390e-01 -3.15641153e-01 -1.36726896e-01 -7.06730971e-01\n", - " -7.78676286e-02 -4.27216230e-02 6.71071197e-01 -5.92032747e-01\n", - " 4.16830577e-01 4.30056026e-01 -1.06662130e-01 -4.12076323e-01\n", - " -2.58331298e-01 -1.06590390e-01 -1.49229180e-02 -6.82247958e-02\n", - " 3.35356332e-02 -2.11735883e-01 6.19095729e-01 -2.13278409e-01\n", - " -5.35523824e-01 -1.02510339e-01 4.78752107e-01 -7.73580831e-03\n", - " -1.98055337e-01 1.17988559e-02 -1.13519810e-01 -1.69763187e-01\n", - " -1.34824615e-01 -4.71346570e-02 3.76638446e-01 -1.00872329e-01\n", - " 2.06587876e-03 3.18427225e-01 -1.01843301e-01 5.50168823e-01\n", - " 1.47322490e-01 2.76277276e-01 -1.88947627e-01 1.93816513e-01\n", - " -5.13166220e-01 -7.89300878e-02 -2.15285934e-01 -4.12935874e-01\n", - " 8.03767313e-02 3.27134462e-01 -6.86702572e-01 1.46493799e-02\n", - " 1.43721164e-01 -6.94486117e-01 -3.58745414e-01 3.90702906e-02\n", - " -7.63379287e-03 5.23832249e-01 -2.69761525e-01 4.67668884e-02\n", - " 2.80930973e-01 3.81216292e-01 -2.44370568e-01 -4.93537252e-01\n", - " 2.91291021e-01 7.62016561e-02 -4.03541176e-01 -8.00642754e-02\n", - " 4.07941914e-01 -5.03968960e-02 2.23878665e-01 4.16582077e-01\n", - " 1.02777755e-01 -5.51856869e-02 7.91312256e-02 -1.71903509e-01\n", - " 2.61477785e-02 -2.83695615e-02 -4.34667711e-01 -1.33791166e-01\n", - " -4.66484380e-01 -2.13827174e-01 1.85263927e-01 -2.12275370e-01\n", - " -3.16222588e-01]\n", - "Found 8544 total galaxies in catalog for cluster 30553\n", - "[-0.44449465 0.33087091 0.09366119 ... 0.18350303 -0.14555847\n", - " 0.32640704]\n", - "Found 2319 total galaxies in catalog for cluster 11651\n", - "[ 0.39760791 0.25076287 -0.09370664 ... -0.45566517 0.1320266\n", - " -0.16584072]\n", - "Found 3379 total galaxies in catalog for cluster 27728\n", - "[ 0.23471281 0.1617201 0.20781677 ... -0.22811455 -0.20146981\n", - " 0.05928831]\n", - "Found 3570 total galaxies in catalog for cluster 30757\n", - "[ 0.83726556 -0.69001966 0.22518813 ... 0.14546627 0.11441397\n", - " -0.21312707]\n", - "Found 5920 total galaxies in catalog for cluster 32634\n", - "[-0.54039764 -0.09551192 0.32637363 ... -0.41407367 -0.14949823\n", - " 0.2596114 ]\n", - "Found 3397 total galaxies in catalog for cluster 33429\n", - "[-0.48709646 -0.26568019 0.18120166 ... -0.10187624 -0.06322628\n", - " -0.27735324]\n", - "Found 2520 total galaxies in catalog for cluster 15656\n", - "[-0.59825803 -0.18773563 -0.15795984 ... 0.21225409 -0.25639667\n", - " -0.29242835]\n", - "Found 1301 total galaxies in catalog for cluster 29784\n", - "[ 0.89110343 0.00106607 -0.42564977 ... -0.08097825 0.22757173\n", - " -0.33720073]\n", - "Found 2496 total galaxies in catalog for cluster 22630\n", - "[ 0.15976609 -0.32354865 0.10964145 ... -0.11737921 0.37863276\n", - " -0.05904138]\n", - "Found 1412 total galaxies in catalog for cluster 17777\n", - "[-0.10103949 0.27382009 -0.06989429 ... -0.17819784 -0.13774879\n", - " 0.18073236]\n", - "Found 2447 total galaxies in catalog for cluster 33569\n", - "[-0.08223309 0.64393395 -0.24525549 ... 0.2785183 -0.00710725\n", - " 0.01416388]\n", - "Found 2567 total galaxies in catalog for cluster 39996\n", - "[-0.4677535 -0.04567612 0.21802143 ... -0.24862595 0.16740302\n", - " -0.33765771]\n", - "Found 3898 total galaxies in catalog for cluster 37007\n", - "[-0.66683517 -0.83886516 -0.07782879 ... 0.15528643 0.19650853\n", - " -0.04632037]\n", - "Found 5029 total galaxies in catalog for cluster 25937\n", - "[-0.31232788 -0.08560746 0.15255857 ... 0.02635474 -0.12560845\n", - " -0.32814969]\n", - "Found 1767 total galaxies in catalog for cluster 24386\n", - "[-0.59197615 0.40492922 -0.16415567 ... -0.0817034 -0.04722498\n", - " 0.17678064]\n", - "Found 5781 total galaxies in catalog for cluster 44685\n", - "[-0.43850503 0.2349735 0.59143941 ... 0.1780916 0.19298336\n", - " 0.0562919 ]\n", - "Found 3010 total galaxies in catalog for cluster 48725\n", - "[ 0.06694674 0.10671054 0.32642851 ... -0.29535285 -0.12527403\n", - " -0.14960155]\n", - "Found 2086 total galaxies in catalog for cluster 27260\n", - "[ 0.04170846 0.45779465 0.29455461 ... 0.07302322 -0.19373682\n", - " -0.09877115]\n", - "Found 2181 total galaxies in catalog for cluster 35316\n", - "[-0.46083618 0.42384425 0.24206509 ... -0.40295261 0.13334764\n", - " -0.27408816]\n", - "Found 1650 total galaxies in catalog for cluster 59428\n", - "[ 0.30724792 0.32540611 0.03346879 ... -0.24494628 -0.19486009\n", - " -0.21822688]\n", - "Found 2386 total galaxies in catalog for cluster 25976\n", - "[ 0.46511003 -0.33841987 -0.01852946 ... -0.43430721 -0.1062464\n", - " -0.16434883]\n", - "Found 3914 total galaxies in catalog for cluster 31596\n", - "[ 0.32089287 -0.13789467 -0.35518742 ... -0.10241494 -0.19251326\n", - " -0.18635589]\n", - "Found 6473 total galaxies in catalog for cluster 26346\n", - "[ 0.05561808 0.59199334 0.0073064 ... -0.2685966 -0.2305854\n", - " -0.10088378]\n", - "Found 3527 total galaxies in catalog for cluster 36608\n", - "[ 0.28305776 0.14040335 0.20884253 ... -0.24507671 -0.17460524\n", - " 0.15965588]\n", - "Found 4209 total galaxies in catalog for cluster 26938\n", - "[0.39900624 0.59207536 0.08596365 ... 0.14771541 0.02292563 0.12189737]\n", - "Found 1687 total galaxies in catalog for cluster 74483\n", - "[ 0.22102443 0.19972834 -0.29813361 ... -0.24333836 -0.21848731\n", - " 0.0805656 ]\n", - "Found 3308 total galaxies in catalog for cluster 62882\n", - "[ 0.15822059 -0.03701776 -0.46855013 ... 0.22583948 -0.32169655\n", - " 0.02876253]\n", - "Found 770 total galaxies in catalog for cluster 25770\n", - "[-1.41827127e-01 2.72917417e-01 -9.68007401e-02 8.27320874e-02\n", - " -9.80827968e-03 5.89190893e-01 3.30508795e-01 -2.03049768e-02\n", - " 3.06656882e-01 -1.13903500e-01 6.20377936e-01 -3.21610859e-02\n", - " -4.12513333e-01 5.02599504e-03 1.93877721e-01 5.95112176e-01\n", - " 2.19771619e-01 -3.69599142e-01 3.43336447e-01 -1.64441106e-01\n", - " 6.32548725e-01 -2.61267787e-01 -2.32962518e-01 5.03077023e-02\n", - " 2.91669775e-01 3.19206252e-01 2.04177802e-01 -2.09092612e-01\n", - " 1.70933125e-01 -1.86581814e-01 -9.63795212e-02 1.05078673e-01\n", - " -5.09730864e-02 3.93061811e-01 3.20160673e-01 -3.15617688e-01\n", - " -2.54393433e-01 -1.88119960e-01 7.86978078e-02 -1.05109265e-01\n", - " -1.54573543e-01 -2.46794012e-01 4.45804336e-01 3.56438393e-01\n", - " 9.46449328e-02 1.06731489e-01 -4.25066285e-01 -1.57648671e-01\n", - " -3.60583772e-02 9.36440234e-02 -6.98003213e-02 3.40439119e-01\n", - " 9.47662122e-03 5.73053474e-01 -5.92580842e-01 3.14327615e-01\n", - " 3.00325407e-01 2.43383072e-01 4.22692581e-01 -1.10092409e-02\n", - " -2.39411298e-01 6.03272211e-01 1.57647809e-01 4.03158382e-01\n", - " -2.77574303e-01 -3.40073119e-02 5.02121535e-01 -2.01095914e-01\n", - " 2.52741346e-01 8.40372094e-01 1.97111322e-01 -2.25590585e-01\n", - " -3.23188540e-01 -6.78133908e-01 -2.09138660e-01 -2.35246317e-01\n", - " 3.02202881e-01 -3.49115555e-02 4.31996363e-02 1.78419055e-01\n", - " -9.02654612e-02 4.48491877e-01 -4.01937749e-01 -6.30123230e-01\n", - " 7.56327325e-02 2.12267692e-01 -3.07815238e-01 1.33461311e-01\n", - " -6.62422858e-02 4.32658956e-01 -1.57984491e-02 -3.41148521e-01\n", - " 1.40301636e-01 -6.67511123e-01 -1.99010071e-01 -1.30175949e-01\n", - " 3.51279317e-01 4.10182259e-01 2.77223315e-01 -1.67735418e-01\n", - " -1.22330079e-01 -1.52754002e-01 -1.87303147e-02 -5.22153140e-02\n", - " 2.32908387e-01 7.17048986e-01 7.27542612e-03 2.72885945e-01\n", - " -1.72226479e-01 -1.84773198e-02 9.16554208e-02 -3.13200682e-01\n", - " -2.20830925e-01 2.14638641e-01 -6.36800479e-02 -2.80371400e-01\n", - " -2.34859491e-02 4.04769090e-01 -6.17095982e-02 -1.02732413e-01\n", - " 4.97920300e-01 3.82163311e-01 -1.64864311e-01 -1.27866428e-01\n", - " -2.63325191e-01 -1.76080686e-01 6.65663040e-01 1.76470029e-01\n", - " -2.81442735e-01 4.00245135e-01 -1.97075151e-01 -1.56041873e-01\n", - " 2.96623922e-01 -1.10750614e-01 -1.20061759e-01 2.81247016e-01\n", - " -4.19426060e-01 -6.09409152e-02 -1.05439804e-01 2.99499654e-01\n", - " 1.24572469e-03 -5.59892584e-02 2.48143932e-01 -5.80723951e-01\n", - " -1.74101751e-01 3.07950478e-01 3.92617839e-01 -3.77815048e-01\n", - " -2.21155175e-01 -2.95938197e-01 2.58217971e-02 -6.32349249e-02\n", - " -1.60617174e-01 2.21053817e-02 -3.13931557e-01 -3.62641573e-01\n", - " -2.02201773e-01 -3.45567014e-01 -5.23003024e-01 2.83013428e-01\n", - " 2.83680560e-02 -3.86246385e-01 -4.69363182e-01 -3.80700051e-01\n", - " -2.12971778e-01 4.11449933e-01 9.57758052e-02 8.61852050e-01\n", - " 3.67002364e-01 -3.20482692e-01 -3.85246843e-02 8.86420105e-02\n", - " 3.23961581e-01 7.04565645e-01 4.17447590e-02 1.28378413e-01\n", - " -1.92777819e-01 4.24258486e-02 1.09392835e-01 3.80488912e-02\n", - " -7.93511689e-02 -1.14493432e-01 -2.62988325e-01 -4.60318659e-02\n", - " -3.61593529e-04 1.65948077e-01 1.68806790e-01 -1.49755939e-01\n", - " -2.86744373e-01 7.97544515e-02 4.43989221e-02 -4.91776882e-01\n", - " 1.57058270e-01 -4.41529475e-01 7.04925069e-02 -2.27649865e-01\n", - " -1.16084144e-01 3.18582826e-01 -2.81616061e-01 1.48257957e-02\n", - " 2.63499679e-01 2.55136241e-01 4.78291706e-01 2.88053077e-01\n", - " 1.91344412e-01 -9.00267161e-02 4.69245294e-01 4.60795587e-01\n", - " -9.95132559e-01 -1.45961061e-01 1.22673282e-01 1.91084844e-01\n", - " -6.41422989e-02 1.33753496e-01 2.67101982e-01 3.25838351e-01\n", - " 5.02530914e-01 -3.04930835e-01 -1.84348907e-01 -2.96463869e-01\n", - " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 -1.40351105e-01\n", - " -4.51415701e-01 6.43455376e-01 8.92077520e-01 3.78667492e-01\n", - " 2.58927501e-01 1.34675543e-01 -2.24836948e-02 1.67849483e-02\n", - " 1.55484592e-01 1.41128276e-01 -3.51066311e-01 -1.66462095e-01\n", - " -2.03712562e-02 -7.21439017e-01 -2.16277538e-01 -2.75980181e-01\n", - " -3.55998451e-01 6.10233813e-02 -2.59072011e-01 3.23551838e-01\n", - " -4.34819196e-01 7.17944431e-01 1.44231623e-01 -3.94913573e-01\n", - " -8.65470356e-02 -5.55669111e-01 1.77551073e-01 5.74742612e-01\n", - " 4.51919328e-01 2.56864166e-01 -3.83640502e-01 5.03447246e-01\n", - " 1.09790807e-01 -1.84705919e-01 1.87273115e-01 -4.74241506e-01\n", - " -3.60317725e-02 4.86890712e-01 2.17913928e-01 -4.45667010e-01\n", - " 3.16429235e-01 -1.08560764e-01 -8.77751549e-02 2.37750321e-01\n", - " -4.02255918e-02 3.89469702e-01 1.29394222e-03 1.48154665e-01\n", - " 3.28914503e-01 -2.64538883e-01 3.89001426e-01 7.34728491e-02\n", - " 1.63128644e-01 2.52518405e-01 -1.90722214e-01 1.72409837e-01\n", - " -4.84496332e-01 6.24789506e-01 -6.85477067e-01 -7.59474616e-02\n", - " -1.09528112e-01 5.19921801e-01 -4.76295591e-01 2.85965345e-02\n", - " -1.73194586e-01 4.93635758e-02 5.84547369e-01 1.87145185e-01\n", - " 5.07569956e-02 -4.41565648e-02 7.42410418e-01 -9.34381928e-02\n", - " 1.11784473e-01 6.40624707e-02 -2.16191439e-01 -2.81421645e-01\n", - " 7.25335713e-02 1.05882320e-01 1.50964811e-01 -1.91715449e-01\n", - " -2.21760215e-01 -7.56638390e-01 -2.38011883e-01 -3.29796741e-01\n", - " 7.97781696e-01 4.68858158e-01 1.82142126e-01 2.37730271e-02\n", - " -4.58948597e-01 1.40518883e-01 3.45958654e-01 2.76733216e-02\n", - " 3.78272541e-01 -3.66702231e-01 -3.45733571e-01 3.14235245e-01\n", - " -6.44813568e-01 4.66803668e-01 3.13887020e-01 -5.48768420e-01\n", - " -6.57137326e-01 4.10180845e-01 -2.02916495e-01 -1.18225964e-01\n", - " 4.47155907e-01 1.16584606e-01 2.15995869e-01 3.18883038e-02\n", - " -1.54235524e-01 -1.70064320e-01 6.39482823e-01 1.76169510e-01\n", - " 7.79430637e-02 1.64106636e-01 -1.39640884e-01 4.98901663e-01\n", - " 4.76925319e-01 -1.02601352e+00 -3.12867628e-01 -2.45121700e-01\n", - " 8.01742997e-01 -1.14596739e-01 1.61196032e-01 5.02324848e-02\n", - " 4.46280837e-01 -8.30031681e-02 9.02436712e-01 3.66215373e-01\n", - " 1.87097363e-01 -3.89781093e-01 5.69437347e-04 3.15404456e-01\n", - " 1.91482713e-01 -2.75150798e-01 -1.31552618e-01 6.95177438e-02\n", - " -1.85364571e-01 -2.37913069e-01 -9.20638441e-01 1.80419303e-01\n", - " -1.46744877e-01 1.25604109e-01 -9.40787740e-02 3.45453050e-02\n", - " 1.96897595e-01 3.55714498e-02 -7.33459598e-01 1.02214659e-01\n", - " 2.60877238e-01 -3.29999154e-01 -4.06828321e-01 -4.82828005e-01\n", - " -4.21699356e-01 -5.79843153e-02 -5.33231782e-01 1.95227079e-01\n", - " -6.06881203e-01 -1.19453502e-01 -1.54148185e-01 3.95165902e-01\n", - " 2.46971683e-01 1.41668961e-01 -4.53423573e-01 1.82586513e-01\n", - " 3.24583906e-01 -1.40929478e-01 5.53059371e-01 -4.84485351e-01\n", - " 3.47981439e-01 1.28148378e-01 1.48273071e-01 1.12951778e-01\n", - " -7.63012630e-02 -1.12353225e-01 2.88889194e-01 1.46574591e-01\n", - " 6.23454460e-01 2.68454749e-01 1.50125623e-01 6.12457604e-02\n", - " -2.90312338e-01 -2.65204358e-01 5.21016153e-01 -3.37248556e-01\n", - " -7.02253271e-02 5.26928597e-01 7.33826792e-02 2.53301935e-01\n", - " 1.85532144e-01 2.01276780e-01 -2.60068677e-01 -2.55441931e-02\n", - " 1.00336740e-01 1.13705916e-01 3.39973742e-01 3.26544604e-01\n", - " 6.98013652e-01 9.57337068e-02 -1.96723565e-01 1.77497572e-01\n", - " 6.30646998e-01 -6.96710764e-01 3.34220459e-02 -6.16361464e-01\n", - " -3.60828235e-01 9.15846994e-02 -2.16997095e-01 -8.88779236e-02\n", - " 4.79239337e-01 6.02805029e-02 -4.38477514e-01 -1.78062594e-01\n", - " 8.83939594e-01 -5.62649383e-03 -1.90147348e-01 -6.22845711e-03\n", - " 1.81426154e-01 -5.09076462e-01 -3.26504306e-02 -3.73505888e-01\n", - " 1.53897684e-01 -1.06749021e-01 3.52395139e-01 1.12395634e-01\n", - " -4.52290653e-01 -1.57005018e-01 -4.40076986e-01 3.15405596e-01\n", - " 3.16444946e-01 2.10348385e-01 -1.29731912e-01 1.72774737e-01\n", - " 4.21171761e-01 1.32641671e-01 2.10704056e-01 3.58662307e-01\n", - " 4.97270897e-01 1.30694624e-01 -1.52654105e-01 -1.95519326e-01\n", - " 5.77082875e-01 5.10005100e-01 1.53097004e-01 6.04787497e-02\n", - " -8.62305414e-02 4.24219394e-01 3.33307663e-01 4.55273715e-01\n", - " 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2.82710553e-01 -1.52827488e-01\n", - " 2.48530957e-01 1.35235637e-01 -5.48880900e-01 5.54756328e-02\n", - " 1.13060151e-01 3.96729450e-01 1.40852032e-01 -2.00139891e-02\n", - " -3.27293892e-01 2.77400020e-01 -2.14194880e-01 2.17586759e-01\n", - " -1.65563804e-01 3.74674106e-01 -3.98581122e-01 7.55764463e-02\n", - " -1.90364499e-01 -4.97832003e-01 7.85697628e-02 -1.69908104e-01\n", - " -2.48564017e-01 -2.86917179e-01 -1.19964292e-01 -2.18130086e-01\n", - " -1.12520669e-01 -2.65171252e-01 5.58713113e-02 4.02800011e-01\n", - " 6.44717841e-02 -6.17849104e-01 4.27478305e-01 -3.00967283e-01\n", - " -8.53949853e-02 -3.27979672e-01 -2.21909189e-01 5.04435355e-01\n", - " 4.86011804e-01 -2.22472349e-01 3.08020483e-01 2.89966859e-01\n", - " -6.28608058e-02 2.36350886e-01 3.03264546e-02 3.65011689e-01\n", - " 4.90054904e-01 1.06658993e-01 -4.12068915e-01 2.33794670e-01\n", - " -4.06065301e-01 2.14409669e-01 -3.64765937e-01 -2.98016730e-01\n", - " 7.97977732e-03 -8.82776605e-03 5.51515672e-02 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- " -1.15281670e-01 -9.73047809e-02 3.27655680e-02 -2.60009488e-01\n", - " 1.69975425e-01 -5.23176294e-02 2.41635690e-01 5.26033223e-01\n", - " -2.82366771e-01 1.53788678e-02 -1.71221938e-01 -2.91919623e-01\n", - " 2.09977810e-02 -1.21703341e-01 2.74775036e-01 -1.21731932e-02\n", - " -2.08362019e-01 -2.44386944e-01 -1.02903962e-01 -1.86967666e-01\n", - " 1.02887572e-01 4.91194154e-02 2.67296366e-01 4.05096796e-01\n", - " -2.88306372e-01 2.44796174e-01 5.40796267e-03 2.74023746e-02\n", - " 6.15691028e-02 3.46412175e-01 -7.31533291e-01 3.09475211e-01\n", - " -3.24228046e-01 -2.06746701e-01 2.93197414e-01 -6.13617126e-01\n", - " -1.11955514e+00 -2.20728116e-01 -3.02056917e-01 -9.28296098e-02\n", - " -7.28960324e-02 -1.38482584e-01 -5.52040972e-01 3.17851325e-03\n", - " -2.58111884e-01 -2.06574504e-02 6.39255623e-01 7.05876209e-01\n", - " 5.09675936e-03 1.26001441e-01 -1.04908896e-02 1.00788115e-01\n", - " 3.48352080e-01 1.80440785e-01 -3.13360721e-01 -7.03594833e-01\n", - " 2.94070682e-01 1.57748362e-02 1.09205268e-01 5.74285297e-02\n", - " -4.04799042e-01 -5.49202381e-02 -4.72703665e-01 3.17656308e-02\n", - " -6.13021739e-02 -5.84768143e-01 -6.15193881e-01 3.31596837e-01\n", - " -2.27210984e-01 -9.40579929e-03]\n", - "Found 622 total galaxies in catalog for cluster 59302\n", - "[ 0.28198139 -0.09427361 0.45022495 -0.16050412 -0.54927094 -0.58016869\n", - " -0.10290788 -0.53069129 -0.08338951 -0.39278575 -0.27586226 0.33341793\n", - " 0.60249155 -0.06766247 -0.05716552 0.17456554 0.19610757 0.11287448\n", - " 0.4619246 0.15183532 0.50665203 0.19338427 0.09905482 -0.21887791\n", - " 0.34019513 0.29106471 -0.05872421 0.16835089 -0.06758411 0.28341029\n", - " -0.10651477 0.61242123 -0.13148241 -0.06035347 0.18015199 0.01942716\n", - " 0.3020353 -0.34408567 -0.00200049 -0.19273532 0.2864748 -0.02293021\n", - " 0.32868305 0.15184271 0.63329698 -0.37796856 -0.09764238 -0.1542745\n", - " 0.03218005 0.07543087 0.14838595 -0.7521811 -0.52842113 0.49961322\n", - " 0.22714575 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0.42173035 -0.09954179 0.05783888 0.07148584\n", - " 0.20449139 -0.21038827 -0.06275295 -0.01737246 -0.13441127 0.28388974\n", - " -0.42624492 0.40878183 0.17816298 -0.59018023 0.00332248 -0.05265709\n", - " -0.00638788 0.30820818 -0.33900044 0.33941315 -0.57128401 0.79917338\n", - " 0.36769866 0.49717718 0.02101731 -0.07320512 -0.24801392 0.0105963\n", - " 0.31622004 -0.04802494 0.08124256 -0.16818379 0.45415854 0.06107316\n", - " 0.31823153 -0.15866534 -0.11144083 -0.28665125 0.22047085 -0.26362738\n", - " -0.07177424 0.49628657 -0.42295375 0.33278329 0.28977293 0.34553862\n", - " 0.57098034 -0.05633348 0.02369362 0.1739338 -0.34227206 -0.27525552\n", - " 0.12538579 0.449764 -0.24946475 -0.55895513 0.17739929 0.06274196\n", - " -0.07408034 -0.12544976 0.00206934 -0.18555698 -0.17727417 0.32015989\n", - " -0.55777228 -0.2232127 0.17613297 -0.19189203 -0.24671479 0.25189502\n", - " 0.20660264 0.07524169 0.41623246 -0.71283104 0.30602709 0.01644355\n", - " 0.07052816 -0.33223808 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-0.6925749 -0.5450986 0.39353552 -0.27663313\n", - " -0.13487854 -0.80693118 0.0973963 -0.2489656 -0.3762908 0.51416824\n", - " -0.08068194 -0.34819781 0.31418108 -0.3129743 -0.22171023 0.08919813\n", - " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 0.29549733\n", - " -0.13036097 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281\n", - " -0.09733946 -0.24884489 0.21768126 -0.00738029 0.26770758 -0.04257858\n", - " 0.64934433 0.6012541 0.34193981 0.22159095 0.22760763 -0.52321125\n", - " -0.04816206 0.54969506 -0.22052851 0.15482333 0.45673363 -0.10586041\n", - " -0.22419676 0.38532588 0.33503145 -0.24407898 0.09987012 0.53633373\n", - " 0.66201625 0.06799898 -0.10399683 -0.38563003 -0.3175067 0.18451241\n", - " 0.38248772 -0.08040749 -0.63261478 -0.38046399 0.34032383 -0.6625084\n", - " -0.55454228 0.16652604 -0.64649552 0.13287805 -0.27607463 0.13431635\n", - " 0.25907102 0.03548466 -0.02901425 -0.21811736 0.4332871 -0.10841417\n", - " -0.36082228 -0.30657611 -0.03256143 0.56831397 0.02105735 -0.23947836\n", - " -0.48431863 -0.43951148 -0.17336334 0.44250774 -0.09949431 0.18771043\n", - " 0.39373369 0.24748163 0.70702928 0.2749094 -0.32800499 -0.5873423\n", - " -0.20379784 -0.43748237 0.14783709 0.2853825 ]\n", - "Found 1529 total galaxies in catalog for cluster 53335\n", - "[ 0.09921818 0.32074792 0.34609609 ... -0.38182703 0.03097582\n", - " -0.16006497]\n", - "Found 775 total galaxies in catalog for cluster 23919\n", - "[ 2.13578043e-01 -1.15961977e-01 -1.31309799e-01 -3.29638622e-02\n", - " 3.10517446e-01 5.15402118e-03 -3.96587534e-01 -2.33012324e-01\n", - " -1.19760897e-01 6.64215183e-02 -5.24317978e-02 8.34231547e-02\n", - " 1.15324015e-01 -1.72081676e-01 4.28579655e-02 1.96916385e-01\n", - " -2.34622894e-01 -3.60580234e-01 -3.24645310e-01 -2.75189344e-01\n", - " -1.89803001e-02 -1.80380507e-01 2.51905096e-01 -2.87272321e-02\n", - " 1.71534196e-02 2.66667329e-01 5.75157131e-01 5.10114381e-01\n", - " 4.82244366e-01 3.54773284e-01 3.13420372e-01 -9.41625993e-02\n", - " 1.54988957e-02 -2.56281670e-01 6.84968583e-01 -3.55680642e-01\n", - " 5.00992000e-02 4.16302454e-01 -4.22059309e-01 3.12474977e-01\n", - " 3.81426005e-01 5.86886469e-01 5.47168285e-03 -2.60732013e-01\n", - " 2.56409519e-01 -1.18498408e-01 -2.46902085e-01 1.81650253e-01\n", - " -1.90101879e-01 -5.47988984e-01 -3.13606011e-01 -2.87374295e-01\n", - " 5.02878611e-02 2.35281620e-01 -3.46902478e-01 1.92874012e-01\n", - " -1.56745689e-01 2.24077974e-01 4.60888809e-01 -2.91547071e-01\n", - " -2.37712820e-01 2.12405868e-02 -9.52130603e-02 2.96146725e-01\n", - " -3.87682040e-01 2.47804113e-01 -3.09476849e-01 9.84645125e-02\n", - " -2.65927956e-01 9.94817131e-02 -3.01830058e-01 -1.73862770e-01\n", - " 2.00617689e-01 -7.59090895e-01 3.32951138e-01 3.09405406e-01\n", - " 2.40364082e-01 1.59344977e-02 2.52465647e-01 -1.35081231e-01\n", - " -7.33408784e-01 -3.69631470e-01 -1.25139565e-01 -2.35096895e-01\n", - " 4.20341669e-01 -4.50240328e-01 2.11548823e-01 1.64824138e-01\n", - " -1.24552054e-01 -1.73631241e-01 -1.70647306e-01 3.77549438e-01\n", - " 5.38265259e-01 4.51691394e-01 3.42234544e-01 5.13932902e-01\n", - " 4.89530989e-01 -1.26249950e-01 5.78715498e-01 4.20276486e-02\n", - " 2.67549626e-02 3.49570177e-02 1.32677271e-01 3.07246906e-01\n", - " 7.74572264e-03 -1.50116146e-01 -2.68991407e-01 -6.88730959e-01\n", - " 9.00034828e-01 -2.76472810e-01 -2.56699807e-01 -1.56742425e-01\n", - " 3.30465889e-01 4.64697158e-02 2.38144355e-01 -4.13218218e-01\n", - " -3.55482929e-02 -3.75197291e-01 4.00529743e-02 1.98468032e-01\n", - " 3.04572206e-01 2.68804549e-01 4.50388106e-02 -2.44433433e-01\n", - " -1.17080397e-01 5.53682403e-02 -2.45473265e-02 1.13495614e-01\n", - " -4.42345086e-01 2.64626242e-01 1.47257019e-01 3.43603342e-01\n", - " -1.51786488e-01 9.80229413e-02 5.81496549e-02 3.24417474e-01\n", - " -2.32413101e-02 -4.15352336e-01 -2.79347418e-01 1.57962078e-01\n", - " -2.48134509e-01 5.88506702e-01 -6.28031178e-02 -6.02858775e-01\n", - " 5.55789144e-02 -3.50907197e-01 -1.03808900e-01 1.75630407e-01\n", - " 1.69232840e-01 3.08945141e-01 -1.74072329e-01 1.59700608e-02\n", - " 3.33512413e-02 3.90008691e-01 -3.73335633e-01 -2.21233225e-02\n", - " -1.22235030e-01 -7.88944866e-02 -4.24307259e-01 -1.35757201e-01\n", - " -2.50842341e-01 -2.22791435e-01 -2.41844526e-01 -2.37152949e-01\n", - " 2.43115116e-01 -1.53072497e-01 6.21518371e-01 -4.28644656e-01\n", - " 1.40406245e-01 -2.03762197e-01 -4.74744817e-01 -3.91787394e-01\n", - " 4.44297683e-01 -6.97432594e-02 1.37340968e-01 -1.57804967e-01\n", - " -1.21927515e-02 -2.17755256e-01 -1.21459452e-01 -3.92823111e-01\n", - " -4.61689923e-01 1.68826850e-01 3.92933659e-02 2.03287055e-01\n", - " 3.39307310e-01 -3.15766577e-02 -2.70185609e-01 -3.85139324e-02\n", - " -1.20232787e-01 -7.94505385e-02 4.01154167e-01 -4.39135468e-01\n", - " 4.47885039e-01 -3.57310816e-01 2.26317172e-01 1.75088360e-01\n", - " 4.01230054e-01 -1.68727050e-01 -2.08857928e-01 3.64000860e-01\n", - " 6.91172402e-02 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8.95964103e-02 3.74964308e-01\n", - " 1.31609733e-01 3.26745056e-02 3.55160914e-01 -4.54548711e-02\n", - " -3.62685432e-02 3.08912824e-01 6.68952078e-01 2.08490816e-02\n", - " -3.61023394e-01 -1.66038006e-01 2.94942958e-01 2.04518832e-02\n", - " 3.89591701e-02 -1.33024635e-01 8.40440629e-02 3.42861339e-01\n", - " 1.99132185e-01 -1.22093591e-01 2.05497212e-01 7.58033539e-02\n", - " 1.65337556e-01 -5.41946462e-01 -1.05378565e-01 2.32071842e-01\n", - " -3.30094049e-01 1.66023714e-01 -1.45283223e-01 -3.66898012e-02\n", - " 8.81469451e-02 2.69214130e-02 1.12264318e-01 -2.27177380e-01\n", - " 2.93121549e-01 -3.88928727e-01 4.13600538e-01 3.16910594e-02\n", - " -3.78509252e-01 -1.68586822e-01 -9.69729292e-01 4.06384555e-01\n", - " -2.03385032e-01 -1.06172863e-01 -6.99061350e-01 3.49857941e-01\n", - " -1.67579932e-01 -1.16554568e+00 -3.66571496e-01 -4.33014896e-01\n", - " 5.69639996e-01 6.29728667e-01 -2.76877084e-02 7.29473610e-01\n", - " 9.84049037e-02 -3.50038496e-01 -8.35100009e-03 3.79362927e-01\n", - " -6.12423778e-01 -3.13899773e-01 -2.99419324e-02 4.42441707e-01\n", - " 1.49164735e-01 7.28598948e-02 -3.30867492e-01 3.69907812e-01\n", - " 1.06679907e-01 -1.46113419e-01 2.89288652e-01 2.32850121e-01\n", - " 5.09992531e-01 1.64356838e-01 4.36750969e-01 -2.74486443e-02\n", - " 3.03388427e-01 6.27755936e-02 2.36834235e-01 -6.96680645e-01\n", - " -5.09841116e-01 1.63910101e-01 -2.37508388e-01 3.28590074e-01\n", - " -4.21729130e-01 4.03656087e-01 4.19161857e-01 1.05918437e-02\n", - " 2.75383855e-01 -2.28285211e-01 -4.03000570e-01 3.68161082e-01\n", - " 1.52625413e-01 3.02008215e-01 1.07612634e-01 -1.31501757e-02\n", - " -2.49184674e-01 -2.68419576e-02 4.22170964e-01 -1.46286846e-01\n", - " 4.37093447e-01 1.27437078e-01 -1.25965421e-01 1.14805856e-02\n", - " 3.46672258e-01 -2.59402907e-01 -2.05493291e-01 -6.56011671e-01\n", - " -1.35114518e-01 1.34812317e-02 4.99561436e-01 3.83893007e-02\n", - " -1.88631327e-01 -1.61252790e-01 1.55005419e-01 -2.49332830e-02\n", - " 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-2.81112112e-01\n", - " 1.28449703e-01 6.97400094e-02 3.60926692e-02 1.08136246e-01\n", - " -1.11582681e-01 -1.18943753e-01 -1.31040315e-01 -2.33985182e-02\n", - " -2.55932612e-01 -2.36620936e-01 9.14878749e-02 2.35294806e-01\n", - " -9.11898007e-02 1.51116241e-02 -1.57894842e-01 5.15540404e-02\n", - " 2.98061824e-01 -1.99834228e-01 -9.23371370e-01 4.28734196e-01\n", - " 4.98589710e-01 -1.58000279e-01 -2.79184952e-01 2.20569439e-01\n", - " -6.70565678e-02 2.77529385e-02 -3.23997398e-01 3.76495475e-01\n", - " -4.46017923e-02 -1.75187878e-01 -2.35587644e-01 -1.32320106e-01\n", - " -3.07683102e-01 -2.20180493e-01 -4.01479124e-02 -2.44252181e-01\n", - " -9.26156245e-02 -1.34930614e-01 1.79935789e-01 3.11351552e-01\n", - " 1.10940779e-01 2.74402473e-02 -2.29678385e-01 5.50358123e-03\n", - " 3.80552594e-01 2.13674509e-01 -3.47517030e-02 -9.61417913e-02\n", - " 4.11235200e-01 2.61196816e-01 -1.76669376e-01 -4.69756762e-01\n", - " 1.79710914e-01 1.93454147e-01 -7.04065584e-02 -1.75334610e-01\n", - " -2.13255002e-01 6.89028586e-02 1.77330417e-02 -1.26143550e-01\n", - " 5.13364819e-01 -2.04769447e-01 1.65377955e-01 -7.63189555e-03\n", - " -5.05683936e-02 1.24244448e-01 -1.38000560e-01 -4.99286598e-01\n", - " 1.22111123e-01 -1.57093841e-01 3.43981973e-01 1.98149267e-01\n", - " -2.49822127e-01 4.52957049e-01 -1.57500037e-01 2.03518149e-01\n", - " -6.17750571e-01 2.15225425e-01 4.89675733e-01 2.02850366e-01\n", - " 3.36380844e-01 3.38036218e-01 3.26307996e-02 2.53218899e-01\n", - " -7.57598642e-02 8.51686593e-02 2.96515159e-01 -1.11228987e-01\n", - " 8.81934678e-01 3.55745609e-01 3.27104720e-01 -3.73052359e-01\n", - " 4.18838857e-02 -3.26093510e-01 -2.55181308e-01 2.98932535e-01\n", - " 1.32237610e-01 -6.91285446e-01 -3.52370699e-01 -2.53755110e-01\n", - " 3.07805128e-01 2.09452084e-02 2.69001871e-01 -5.11147349e-01\n", - " 1.33735423e-02 -3.81815650e-01 -5.13788048e-01 -1.94370714e-01\n", - " 2.34678885e-01 -5.09107018e-01 -1.91136826e-02 -2.93222945e-01\n", - " -4.66074487e-01 2.21516677e-01 -1.58007176e-01 -1.76199255e-01\n", - " -1.85273678e-02 2.17827931e-01 4.51695199e-02 1.00878477e-01\n", - " -2.71700698e-01 9.31029373e-02 1.68763181e-01 4.79176616e-01\n", - " -5.21598362e-01 -4.22880154e-01 7.76365495e-01 1.35914553e-01\n", - " -3.60985840e-02 -3.19118683e-02 -6.36025654e-01 3.50316968e-01\n", - " 2.53611152e-01 2.82788655e-01 3.70194993e-01 2.08444555e-01\n", - " -2.40600640e-01 -1.21836153e-01 3.93250606e-01 -2.55947696e-01\n", - " -1.59025662e-01 2.20679446e-01 3.11629596e-01 1.86285855e-02\n", - " 4.53126990e-01 5.31726933e-01 -2.32821159e-01 3.47375325e-01\n", - " 6.18751808e-01 1.18781735e+00 3.79943436e-02 2.00055355e-01\n", - " -1.16677333e-01 3.05311204e-01 -5.01788587e-01 8.16983114e-03\n", - " -1.88078563e-01 -4.13946629e-01 5.81888540e-01 3.53802686e-02\n", - " 3.55551913e-01 -8.45006907e-02 4.49260021e-02 1.02649107e-02\n", - " -3.07036288e-02 -9.50360018e-02 2.02851041e-01 -2.14072949e-01\n", - " 3.89271492e-01 4.86958991e-02 5.60708245e-01 -9.07633920e-05\n", - " -5.50044156e-01 -4.31455726e-02 1.89339860e-02 2.07746640e-01\n", - " -1.69481030e-01 3.43171003e-02 5.84377226e-01 -2.38208859e-01\n", - " -5.95323107e-02 7.99670228e-02 -1.77986489e-01 -2.55602804e-01\n", - " -9.47692854e-03 5.02193835e-01 -1.42625462e-01 -2.73939472e-01\n", - " 2.21198307e-01 -2.96216061e-01 -2.09332280e-01 2.35275098e-01\n", - " -1.79251360e-01 1.10862956e-01 2.26436931e-01 2.42606850e-01\n", - " 3.51486256e-01 -5.40816916e-01 3.03389868e-01 -3.55526569e-02\n", - " 1.66326767e-01 1.94661411e-01 1.17315373e-01 -3.46810234e-01\n", - " -4.54448506e-02 -7.31635633e-01 -3.88206836e-02 -1.67631299e-01\n", - " 1.64760601e-01 -3.99582062e-01 5.31643850e-02 -3.36132725e-02\n", - " -2.00992709e-01 4.28711297e-01 3.88070300e-01 2.19547166e-01\n", - " -1.82569561e-02 -2.58134995e-01 8.44571821e-02 2.25543321e-01\n", - " -1.53290143e-01 -2.31306765e-01 1.17463708e-01 4.07263881e-01\n", - " -3.79275964e-01 2.42066903e-01 -3.20678611e-01 -5.94705318e-02\n", - " -1.00731166e-01 -1.75887072e-01 2.51062035e-01]\n", - "Found 4541 total galaxies in catalog for cluster 16567\n", - "[ 0.40144142 0.2089247 0.17266089 ... -0.06819804 0.0441848\n", - " -0.23963409]\n", - "Found 2743 total galaxies in catalog for cluster 41321\n", - "[-0.66162172 -0.24215948 -0.64894538 ... -0.10618633 0.02656581\n", - " -0.32176661]\n", - "Found 492 total galaxies in catalog for cluster 52141\n", - "[-2.49765184e-02 -1.20213714e-01 -2.70253694e-01 3.06238952e-01\n", - " 6.22974677e-03 3.66433928e-01 2.36843213e-01 5.80632274e-02\n", - " 2.63893352e-01 2.13289049e-01 3.56856928e-01 -2.12644042e-01\n", - " 3.83666464e-01 8.43150265e-02 -7.81390120e-02 -2.15053479e-01\n", - " -1.77599652e-02 3.56467827e-01 -3.68136933e-01 -7.03601685e-02\n", - " -1.61948856e-01 -5.25949364e-02 2.12041076e-01 4.60290106e-02\n", - " 2.32956230e-01 -3.07137468e-01 -2.07118346e-01 -5.91419841e-01\n", - " 3.67746179e-01 6.41436508e-01 2.69599338e-01 7.63905458e-01\n", - " -4.20281201e-01 9.44870256e-03 6.01530416e-01 -5.93219403e-02\n", - " -2.17125700e-01 1.35783029e-01 -8.93230406e-02 -1.80012822e-01\n", - " -2.65218337e-01 1.88610071e-01 4.35727281e-01 5.01202959e-01\n", - " -2.37337275e-01 -5.43141975e-05 -6.29284498e-01 -6.16965665e-02\n", - " 4.70037613e-01 2.90838111e-01 -7.07203418e-02 -1.65197997e-02\n", - " 2.32431636e-01 -2.59173134e-01 1.06649073e-01 -4.75228539e-01\n", - " 4.10994596e-01 4.54437776e-01 -4.84688226e-02 2.55751180e-01\n", - " 1.13073583e-01 2.97365063e-01 -3.21251547e-01 -1.49166815e-01\n", - " 2.59918226e-01 2.66794776e-01 -7.53377817e-02 -1.44669168e-01\n", - " -1.77192423e-01 2.91581263e-01 -8.81725085e-04 3.15266728e-02\n", - " 2.91327257e-01 -1.06196392e-02 -6.49560716e-02 -2.07656114e-01\n", - " -1.40637158e-01 1.51580103e-01 1.00477603e-01 -1.11294362e-01\n", - " 4.08067575e-01 -4.79902598e-01 -5.32804466e-01 3.20164781e-01\n", - " -3.29108327e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", - " -5.09190666e-01 3.37617138e-01 2.10275109e-01 -4.44383785e-01\n", - " 1.13373106e-01 -1.72347369e-01 -3.20640018e-01 -3.07277145e-01\n", - " -8.08659138e-03 -4.39120922e-02 -5.19920038e-01 -3.59081903e-01\n", - " 5.41263940e-01 1.09294953e-01 -2.24767777e-01 -2.74104920e-01\n", - " -4.90907508e-01 3.15899278e-01 1.68199478e-01 1.25701132e-01\n", - " 4.25376954e-01 -1.69133381e-01 1.26618447e-01 -4.12192081e-01\n", - " -5.15084398e-02 -2.74536077e-01 -1.41819760e-01 5.33813975e-01\n", - " 1.99366444e-01 2.27249070e-01 4.79397054e-01 5.89844484e-05\n", - " 3.69576867e-02 -2.80343072e-01 4.04987601e-01 -1.92630740e-01\n", - " -3.25934006e-02 -3.60694621e-02 -9.15579191e-03 2.03596589e-01\n", - " 2.21979030e-01 -1.72218659e-01 -1.71294601e-01 2.01169475e-01\n", - " 2.51860343e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", - " -2.59791974e-01 2.44491648e-01 -6.15047486e-01 2.32536039e-01\n", - " -2.22251264e-01 -2.75015978e-01 4.24332834e-02 6.93559676e-02\n", - " -3.14343380e-01 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3.14216105e-01 5.12472600e-01\n", - " 1.30278866e-01 -3.49224746e-01 2.50176959e-01 1.26971845e-01\n", - " -4.68310967e-01 1.24310377e-01 8.30235627e-02 2.55160227e-01\n", - " -2.40986423e-01 3.91974675e-01 6.60360475e-02 2.13747953e-01\n", - " -3.99561572e-01 -6.92255788e-01 -1.63728374e-01 -2.97647517e-01\n", - " 2.47068833e-01 3.03471616e-01 -2.64852749e-01 8.85174463e-02\n", - " 1.45715178e-01 3.98430772e-01 4.33591824e-01 4.52333178e-01\n", - " -1.48419932e-01 -2.19191275e-01 3.43360432e-01 -1.31421654e-01\n", - " -1.49166803e-01 -1.92958706e-01 1.15474126e-01 6.01020545e-01\n", - " 3.18672384e-01 1.14239570e-01 -6.82628325e-01 -2.01464524e-02\n", - " 1.17934940e-01 5.20799015e-02 -1.13942098e+00 -5.63030219e-02\n", - " -4.18572846e-02 -1.19843045e-01 3.63728272e-01 -1.32498725e-01\n", - " -5.16175287e-01 -2.08620502e-01 -7.35240745e-01 3.24926589e-01\n", - " 3.93828341e-01 6.87223179e-01 -4.72948073e-02 -1.10361259e-02\n", - " 5.30783135e-01 1.55113670e-01 1.43326133e-01 -1.71056053e-01\n", - " -1.22872076e-01 2.81384844e-02 -6.17441379e-02 2.07384936e-02\n", - " -2.68485521e-01 4.68472316e-01 -3.86596320e-01 4.45247850e-01\n", - " 4.86102703e-01 -6.19279247e-01 -4.69556275e-01 4.86223519e-01\n", - " 2.39354528e-01 2.39302038e-01 2.33997552e-01 4.45484672e-01\n", - " -2.64225472e-01 2.22683996e-01 3.83943560e-01 -2.32054052e-02\n", - " 2.61769392e-01 9.53702369e-02 1.15801699e-01 2.62527831e-01\n", - " -7.64658073e-02 5.33537373e-01 3.36616618e-01 3.86966321e-01\n", - " 5.98052266e-01 2.06759360e-01 -1.44101762e-01 2.10181097e-01\n", - " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", - " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", - " -6.48773592e-01 -1.79526154e-01 -3.29658738e-01 -5.57228790e-01\n", - " 2.79462845e-01 -3.94914597e-03 -2.63385536e-01 8.29324204e-01\n", - " 2.37231522e-01 8.37763589e-01 -3.00912693e-01 -4.20259697e-01\n", - " 1.54961282e-01 -8.60035818e-02 2.32178988e-01 5.93353305e-02\n", - " -4.80078810e-01 1.07422990e-01 -4.36701546e-01 4.13344377e-01\n", - " -1.58888932e-01 -3.59229758e-01 -4.17328058e-01 1.92005679e-01\n", - " 5.36666215e-01 5.30034150e-01 1.84776971e-01 2.62347154e-01\n", - " -2.41910415e-01 -6.35698459e-01 -3.47494183e-01 5.34225310e-01\n", - " 2.43435223e-01 -2.83676563e-01 -1.30874481e-01 9.46973462e-02\n", - " -1.88493048e-02 -1.56890014e-01 5.11022267e-02 6.48387940e-01\n", - " -2.72804223e-01 6.07522286e-01 -3.71239525e-01 -2.10626795e-01\n", - " 4.94806703e-02 -8.84129604e-02 -3.24501144e-01 -2.09509918e-01\n", - " 3.43759434e-01 -3.92417402e-01 -7.42985075e-02 2.97974353e-01\n", - " -1.02761075e-01 -2.16270363e-01 -2.38287635e-01 -1.13685275e-01\n", - " -1.27049356e-01 -4.40224282e-01 3.87510820e-01 -1.68653818e-02\n", - " 4.49051852e-01 3.09895989e-02 3.85612333e-01 -5.79324259e-01\n", - " -5.60514154e-01 1.16616949e-01 2.79427666e-02 6.66893407e-02\n", - " -3.02843778e-01 -3.46694500e-01 -3.84701160e-01 3.60311484e-01\n", - " 1.52753814e-01 5.01229527e-01 -1.73918874e-01 2.66202265e-01\n", - " -2.08270675e-03 1.10054668e-01 -8.26184074e-01 3.12984778e-01\n", - " -3.12989690e-02 -4.43385814e-02 3.86676960e-01 -5.02726612e-01\n", - " 7.02721924e-02 2.15791283e-01 -4.46954478e-01 8.34947263e-01\n", - " -1.29450525e-01 -2.93510832e-01 2.84363258e-01 -6.61954039e-01\n", - " -1.68176555e-01 -1.72157576e-01 -4.75289657e-01 -3.99899556e-02\n", - " 2.85052401e-01 4.00064410e-01 2.64690433e-01 2.37683363e-01\n", - " 2.88702001e-01 5.18483573e-01 2.31732992e-01 -2.76751355e-02\n", - " 4.44016533e-04 -1.12145639e-02 2.82768153e-01 -3.13070992e-01\n", - " -2.02829395e-02 4.30493023e-01 3.78878204e-01 -4.10482925e-01\n", - " -4.90912408e-01 1.88549415e-01 -7.04793173e-01 8.90452635e-03\n", - " -6.33022646e-02 3.35805846e-01 4.46517441e-01 3.27943543e-01\n", - " 4.72754813e-01 4.98134514e-01 5.26447239e-02 2.19893662e-01\n", - " 1.55302029e-01 -1.19801301e-01 6.65261375e-02 -1.01574557e-01\n", - " -3.49992686e-01 5.27695197e-01 2.26004877e-01 1.50112486e-01\n", - " 3.45805666e-01 -3.39501383e-01 -5.20106555e-01 -3.14519208e-01\n", - " 4.87172587e-01 -4.36035550e-01 5.66649855e-01 1.66969524e-01\n", - " 3.36258611e-01 -5.75334459e-02 -2.96172387e-02 -5.79424651e-01\n", - " -8.04597561e-02 2.21192724e-01 -1.84772811e-01 5.22038995e-03\n", - " -2.29602658e-01 6.60662368e-02 -2.83020146e-02 -2.03033035e-01\n", - " -3.73395307e-01 2.21503263e-01 -6.28760588e-01 -2.38386847e-01\n", - " -4.55686541e-03 4.38873624e-01 -4.75834883e-02 -3.32695498e-01\n", - " 1.77603802e-01 1.64736714e-02 -1.93081677e-01 1.97832726e-01\n", - " 2.64282618e-01 1.94827335e-01 1.03604566e-01 -3.27956570e-01\n", - " -8.12307426e-02 2.64906022e-01 -4.29629729e-01 -1.18179006e-01\n", - " -2.28505654e-01 -3.73452490e-01 -3.53983599e-01 1.77091364e-02\n", - " 2.20917979e-01 2.29760530e-01 4.22849655e-01 -9.65144916e-03\n", - " 1.54853784e-01 -5.04497049e-02 9.43316912e-01 3.64099114e-01\n", - " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02\n", - " -1.46150882e-01 4.96634900e-02 -2.22114634e-01 -2.26913377e-02]\n", - "Found 2979 total galaxies in catalog for cluster 52451\n", - "[-0.12921791 -0.0266431 0.12997363 ... -0.0441815 0.09085065\n", - " 0.10740707]\n", - "Found 1698 total galaxies in catalog for cluster 51057\n", - "[ 0.15337845 -0.29599364 -0.05570932 ... -0.26017787 0.40571457\n", - " -0.19426954]\n", - "Found 2364 total galaxies in catalog for cluster 14210\n", - "[-0.43551318 0.34327786 0.03758073 ... -0.24344883 0.18379\n", - " -0.08611869]\n", - "Found 3421 total galaxies in catalog for cluster 33410\n", - "[-0.65782052 -0.42910735 0.11264948 ... -0.37206719 0.14518521\n", - " -0.28379434]\n", - "Found 3449 total galaxies in catalog for cluster 78132\n", - "[ 0.63997062 0.21978368 0.78885077 ... -0.26750286 0.18975939\n", - " -0.31499258]\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", - "Using single 2D shear calibration!\n", - "Process 0 processing chunk 0 - 82,200\n", - "Process 0 done reading\n", - "Overall pair count = 217785\n", - "Collecting data for cluster 0\n", - "Found 3503 total galaxies in catalog for cluster 11\n", - "[-0.46894501 0.21234604 0.15384049 ... -0.21345346 -0.05996671\n", - " -0.00186678]\n", - "Found 2869 total galaxies in catalog for cluster 827\n", - "[-0.83105266 0.73586329 -0.12015571 ... -0.03010575 -0.18791063\n", - " 0.12969504]\n", - "Found 2818 total galaxies in catalog for cluster 1985\n", - "[ 0.10982955 0.74258166 -0.20974111 ... 0.09168737 -0.13255294\n", - " -0.10016861]\n", - "Found 2814 total galaxies in catalog for cluster 1632\n", - "[-0.45336503 0.70844801 -0.0196757 ... -0.12308222 -0.19418091\n", - " 0.28766027]\n", - "Found 1036 total galaxies in catalog for cluster 2453\n", - "[-0.59842277 0.41662538 0.32757642 ... 0.30890187 0.06828403\n", - " 0.13663829]\n", - "Found 4238 total galaxies in catalog for cluster 2678\n", - "[-0.04944476 0.23847099 -0.19688224 ... 0.0433305 0.13221218\n", - " 0.29595606]\n", - "Found 1483 total galaxies in catalog for cluster 4643\n", - "[ 0.19870635 0.0079706 -0.15774231 ... -0.13958574 0.41243912\n", - " -0.04089339]\n", - "Found 512 total galaxies in catalog for cluster 5084\n", - "[-3.79249159e-01 -7.79456004e-02 -4.05801589e-01 -4.24695385e-01\n", - " -1.62907038e-01 -1.58753545e-01 -3.80213185e-01 -1.52181027e-01\n", - " 6.85212546e-01 -2.41711156e-01 1.16971189e-01 -1.43820342e-01\n", - " -3.38266504e-02 -1.30087909e-01 1.47622073e-01 9.57327119e-02\n", - " 3.59357488e-01 1.08728260e-01 2.30732370e-01 -1.38099116e-01\n", - " 4.22881547e-01 -2.89080147e-01 -1.90606925e-01 -1.32605134e-02\n", - " 1.55531875e-02 2.50475094e-02 -1.73658264e-01 -1.14198945e-01\n", - " 3.26775861e-02 2.36877186e-01 -3.20701810e-01 -4.07534182e-01\n", - " -2.21034700e-01 -6.39130046e-03 5.50086584e-02 -1.92154005e-01\n", - " -3.62141840e-01 6.25997584e-01 1.93082200e-01 5.71751661e-01\n", - " -1.74151294e-02 -3.85076434e-01 -7.26875513e-01 -1.75333704e-01\n", - " -3.56256463e-01 5.25026133e-01 -1.16256083e-01 -4.08053404e-01\n", - " -7.28589216e-02 1.09285800e-01 -2.09505562e-01 2.76449322e-01\n", - " -4.91533690e-01 6.24267121e-01 1.60333586e-01 -2.90248822e-01\n", - " 5.39066797e-01 1.04507924e-01 1.68911491e-02 3.97358062e-01\n", - " -1.97623521e-01 -7.70226524e-01 -1.75455926e-01 7.81269200e-01\n", - " 7.24775745e-02 6.16389104e-02 -2.19551476e-01 4.84690658e-01\n", - " -6.88065790e-01 1.78996028e-01 4.31870234e-02 -4.68699800e-01\n", - " 1.73166708e-01 -4.57980800e-01 -2.48080261e-01 -1.41406445e-01\n", - " -4.55982984e-01 1.57224119e-01 -4.71807793e-01 -3.17637998e-01\n", - " 2.26257519e-01 -9.45709997e-02 -3.01690042e-03 -4.07980198e-01\n", - " 4.60001466e-01 -3.89256204e-01 -2.03312326e-01 1.78372232e-01\n", - " -3.04356571e-01 1.03382041e-01 4.46435735e-02 2.40148534e-01\n", - " -3.92302301e-02 1.45326676e-01 -1.31821919e-01 8.45070358e-02\n", - " -2.59272131e-02 1.33446821e-01 1.65287421e-01 -2.26173708e-01\n", - " 1.38112076e-01 -2.19222568e-01 4.25331268e-01 2.37434228e-02\n", - " -3.57984103e-01 2.60814927e-01 3.79748662e-01 -4.00331194e-01\n", - " 6.14597651e-01 -5.47977270e-02 3.59620673e-02 -2.02796629e-01\n", - " 1.66130905e-01 -5.49235864e-01 3.19543843e-01 9.21335528e-02\n", - " 1.46926551e-01 -6.67909348e-02 -4.23320774e-01 -1.64015693e-01\n", - " -1.12478452e-01 -2.75086160e-01 2.46787870e-02 -9.95385648e-03\n", - " 3.05052898e-01 3.10067940e-01 -1.29480062e-01 -2.12562020e-01\n", - " 2.74164980e-02 1.18417103e-01 -2.46595484e-01 -4.05997368e-01\n", - " -3.76965127e-01 2.45974827e-01 4.03863682e-01 -4.37001882e-01\n", - " -5.35912658e-02 -4.61291645e-02 1.45608726e-01 4.96587977e-01\n", - " -3.06926098e-01 1.54046652e-01 3.02200378e-01 2.74611698e-01\n", - " 4.16625231e-01 3.09929852e-01 -2.57144536e-02 -4.25180263e-01\n", - " 2.58998249e-01 8.70866103e-02 -5.61520750e-02 -3.72600966e-01\n", - " -2.20110599e-01 3.91117541e-01 1.01155650e+00 -2.49952081e-01\n", - " -7.87495036e-01 1.14527579e-01 -3.18329441e-01 -4.06177832e-01\n", - " -1.40983736e-01 -2.12709095e-01 -1.63442356e-01 1.64190250e-02\n", - " -4.23152613e-02 -4.75211301e-01 -4.67576762e-01 8.73215546e-01\n", - " -5.24446465e-02 -4.49454230e-02 1.75413827e-01 -3.87697280e-01\n", - " -3.11153784e-01 -9.16355756e-02 -2.53828980e-01 -2.02970231e-01\n", - " 9.43511590e-02 -8.55865651e-02 1.37997492e-01 5.66496152e-02\n", - " 1.25548488e-01 3.38083856e-01 1.62138491e-02 -3.75458875e-01\n", - " -4.93728889e-01 -3.03406806e-02 7.02484380e-02 4.37050450e-01\n", - " 1.55305551e-01 -2.29634656e-02 3.41289263e-01 4.64600535e-01\n", - " 3.46893137e-01 -5.31281480e-02 5.80596741e-02 -2.84357856e-01\n", - " -2.60309105e-01 4.38757998e-01 1.51538528e-01 5.14132258e-01\n", - " -7.19689865e-01 1.44005404e-01 -6.98776477e-01 -3.76214204e-01\n", - " -7.50887429e-01 2.32044348e-01 -2.17163972e-01 6.75915989e-02\n", - " -4.79005474e-02 -4.59664892e-02 -2.78625289e-01 6.01424788e-02\n", - " -2.16583760e-01 3.20886344e-01 -2.09171490e-01 -3.56819378e-01\n", - " -3.13842042e-01 -6.07224384e-01 4.11068836e-02 -7.21504009e-02\n", - " 3.54852963e-01 1.98449377e-01 2.78822517e-01 2.68000368e-01\n", - " 6.39077517e-02 1.36162742e-01 3.72321232e-01 1.78389330e-01\n", - " 2.72371191e-01 -4.72046424e-02 -3.75539124e-01 -4.22202131e-01\n", - " 5.82151954e-03 1.42913288e-01 -1.28853730e-01 4.07332479e-01\n", - " 4.02467514e-01 3.85543667e-01 -1.46583777e-01 -3.84879714e-02\n", - " 4.95558728e-02 -3.36141069e-02 2.21575844e-01 2.94067854e-02\n", - " 4.37368916e-02 5.31750374e-01 3.76894064e-01 -7.33256145e-01\n", - " 2.80552065e-01 1.26999069e-02 -9.15370020e-02 4.37651894e-01\n", - " 5.51336330e-01 -5.84638558e-02 -1.77556456e-01 1.35149355e-01\n", - " 3.71873747e-01 1.50638590e-01 -2.46923295e-01 -5.42995676e-02\n", - " 7.33579889e-02 -2.76522499e-01 1.94850239e-01 -3.10186007e-02\n", - " 5.11894775e-01 2.48914200e-01 2.90069853e-01 2.43786833e-01\n", - " -2.21957977e-01 -3.79876845e-01 -4.17938886e-01 -4.35857063e-01\n", - " -3.00832185e-01 -1.66662536e-01 3.50899277e-01 -2.48849545e-01\n", - " 1.60765631e-01 2.89341349e-01 3.78738242e-01 7.28364858e-01\n", - " 4.89075533e-01 9.41403098e-02 6.50845781e-01 4.92144522e-01\n", - " -5.14491825e-01 1.96776272e-01 -3.92456033e-01 -3.12739375e-01\n", - " 4.78353393e-02 3.81281564e-01 1.79141204e-01 -1.18905625e-01\n", - " 1.57082584e-01 -7.11108729e-02 -9.35422845e-02 2.57736460e-02\n", - " 2.23269710e-01 -2.70371794e-01 -1.82125797e-02 -5.01066478e-03\n", - " 3.91599852e-02 1.76437932e-01 -1.98499722e-01 4.46411076e-01\n", - " -4.97375521e-01 1.45414465e-01 6.98212549e-01 1.32938958e-01\n", - " -4.17745629e-01 -2.37421952e-01 -2.76193859e-01 4.11548559e-01\n", - " -2.57052686e-01 4.20045710e-01 -1.84829238e-04 -6.16561530e-02\n", - " -7.45820660e-02 -1.07402284e-01 2.31963865e-01 -2.19749184e-01\n", - " -2.58661252e-01 -4.25170604e-01 1.21232431e-01 -3.66304480e-01\n", - " -2.54579868e-01 1.71067627e-01 6.28024821e-02 3.74327772e-01\n", - " 2.21031821e-01 -4.39139300e-01 -2.41899971e-01 -1.04931321e-01\n", - " 3.10146578e-02 -2.15971833e-01 -3.55309872e-01 9.31908745e-02\n", - " -2.70404894e-01 -1.60378560e-01 -3.02519448e-01 4.29649159e-01\n", - " -7.43939879e-02 1.28062934e-02 -3.72914817e-01 -7.10489879e-01\n", - " 1.75745537e-01 1.71459024e-01 3.15460516e-01 -4.00781562e-01\n", - " 1.08231139e-01 -3.75898754e-01 -2.09798354e-01 7.23602737e-02\n", - " -4.60441398e-02 -4.66075989e-02 8.55185948e-02 -1.02879716e-01\n", - " -1.01946021e-01 4.80831484e-01 3.18733264e-01 1.26461528e-01\n", - " -3.83259795e-01 -1.40131936e-01 1.61764094e-01 5.95859993e-01\n", - " -2.58975371e-01 2.73857326e-01 6.97762860e-01 -7.24202330e-02\n", - " 2.50961929e-01 3.60665067e-01 -1.09193545e-01 4.70464305e-02\n", - " 1.91754640e-01 3.09546130e-01 1.92740501e-01 -2.37012077e-01\n", - " -3.45150181e-01 1.25793618e-01 -3.77941715e-01 -6.43234382e-01\n", - " -3.88443681e-01 4.86310610e-01 -1.44849879e-01 -1.82411161e-01\n", - " 6.31256499e-02 -3.12206834e-01 1.08989997e-01 3.78744933e-01\n", - " 2.11914332e-01 -2.55485219e-01 7.90971073e-02 -4.38778900e-01\n", - " 3.09717916e-01 1.07674088e-01 7.15640442e-02 -2.20005363e-01\n", - " 1.86233778e-01 1.57594242e-01 -5.49978708e-01 -5.43704716e-01\n", - " -8.57259446e-02 -1.64934448e-01 -2.74520939e-01 -2.02993943e-02\n", - " 7.35590364e-02 7.10864251e-01 5.59782957e-01 2.11974456e-01\n", - " -1.65616043e-01 2.24164320e-02 2.73375665e-01 -2.73927666e-01\n", - " 7.49276376e-01 3.04509036e-01 -5.09006569e-01 3.13396887e-02\n", - " 1.58114345e-01 3.05607651e-01 -9.98561558e-02 -1.18606292e-01\n", - " 2.31204037e-01 7.02210195e-03 1.16546138e-01 9.40329727e-02\n", - " -3.79381049e-01 -8.11568623e-01 2.10422878e-01 -4.60731889e-01\n", - " 1.67108858e-01 1.42134383e-01 1.66875418e-01 1.76288853e-01\n", - " -1.19712535e-01 -3.26199704e-01 6.17202248e-01 6.42596248e-01\n", - " -4.26982049e-01 1.09653473e-01 -5.10213437e-01 8.16888943e-01\n", - " 4.75966006e-01 -3.17088001e-01 2.49429427e-01 -5.03402979e-02\n", - " 4.73276945e-01 1.33577481e-01 -2.00959719e-01 2.23646478e-01\n", - " -2.97066021e-01 -2.03389643e-01 9.28284332e-02 4.75347732e-01\n", - " -1.43418764e-01 2.16754127e-01 2.92765947e-01 8.77097399e-01\n", - " -2.04647716e-01 2.53571744e-01 -4.41379757e-01 8.88948648e-02\n", - " 2.88300346e-01 -3.49411361e-02 -1.26158389e-01 9.46956176e-02\n", - " 3.02131682e-01 6.76765264e-01 -7.17393264e-02 6.11922238e-02\n", - " -1.08114201e-01 -1.32098585e-01 -4.03291400e-02 4.42197008e-01\n", - " -9.44680999e-03 -9.42583770e-02 -2.16921466e-01 -1.27462729e-01\n", - " 4.76500323e-02 5.29794733e-01 -1.69220906e-01 -1.09586010e-02\n", - " -1.80302034e-02 1.95989394e-01 -6.49247932e-01 4.63890833e-01\n", - " -4.01196227e-01 6.31330186e-01 -3.65760377e-01 8.97985021e-02\n", - " -6.51515375e-01 -1.63606894e-01 -3.97424722e-01 -1.24041710e-01\n", - " 4.45830897e-01 -2.63756644e-01 2.19538873e-01 -7.29674936e-01\n", - " -1.57821976e-01 2.65275089e-01 4.49538296e-01 1.71701804e-03\n", - " 4.37742787e-01 3.88566983e-01 -2.74062505e-01 -1.11673469e-01\n", - " 6.47164632e-02 -5.20015373e-02 3.66372437e-01 -1.03052721e-01\n", - " -3.94095992e-01 -3.34988030e-01 4.36940390e-01 3.25774463e-01]\n", - "Found 2115 total galaxies in catalog for cluster 4434\n", - "[-0.1846518 -0.13869452 0.35082421 ... 0.00815364 0.22759973\n", - " -0.33323614]\n", - "Found 2031 total galaxies in catalog for cluster 3939\n", - "[ 0.57271278 -0.05361408 -0.19370542 ... -0.02715269 0.01194859\n", - " -0.14176997]\n", - "Found 4680 total galaxies in catalog for cluster 6139\n", - "[-0.18902135 0.01427802 -0.1919366 ... 0.24056515 0.06383957\n", - " 0.17788326]\n", - "Found 1457 total galaxies in catalog for cluster 4709\n", - "[ 0.50881643 -0.03780881 -0.37321073 ... -0.05748262 -0.2746567\n", - " -0.23447674]\n", - "Found 4468 total galaxies in catalog for cluster 7121\n", - "[-0.10727189 0.34338639 -0.38368821 ... -0.11123612 -0.19040646\n", - " 0.2689072 ]\n", - "Found 3759 total galaxies in catalog for cluster 8547\n", - "[ 0.30614401 0.22411091 0.18860074 ... -0.07828026 -0.13924719\n", - " 0.21569544]\n", - "Found 1031 total galaxies in catalog for cluster 8685\n", - "[-0.18104093 -0.10184904 0.29612165 ... 0.39745233 -0.19683878\n", - " 0.27066223]\n", - "Found 745 total galaxies in catalog for cluster 8995\n", - "[ 3.08158963e-01 2.70568626e-01 3.87612654e-01 -3.76266087e-01\n", - " -3.03567444e-01 -3.61281100e-01 -2.14580427e-01 -4.36547887e-01\n", - " -3.63049533e-01 -4.93054753e-01 -1.73737327e-01 -1.02149144e-01\n", - " -3.47961104e-01 -2.75468214e-01 3.19546941e-01 -9.18392944e-02\n", - " 3.83905925e-01 2.63163363e-02 -9.04354870e-02 -2.40697865e-01\n", - " -3.85357393e-02 -1.12494450e-02 4.48227609e-02 -1.02570455e-01\n", - " 4.64721540e-01 2.41973515e-01 3.83040140e-01 3.17815075e-01\n", - " 1.04276286e-01 -2.17184020e-01 9.00956200e-02 1.63940855e-01\n", 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-1.16474749e-01 -2.09005688e-01\n", - " -1.92870057e-02 -1.76114069e-01 7.79731864e-02 3.28860780e-01\n", - " 3.33566055e-01 1.77805372e-01 1.69560089e-02 5.16351664e-03\n", - " 2.41090918e-01 -3.27063183e-01 4.29822177e-01 -1.26828820e-02\n", - " -3.79907635e-01 7.51868310e-02 -3.53220137e-01 -4.02327708e-01\n", - " -2.65197876e-01 -1.65815424e-01 -3.44229437e-01 5.52870609e-01\n", - " -2.02182974e-01 -3.90629547e-01 -1.45327584e-03 6.42202651e-01\n", - " 2.51068971e-01 2.01858858e-01 -5.65026134e-01 -3.12049727e-01\n", - " 1.13088817e-01 8.93813118e-02 1.53710585e-01 -3.88470732e-02\n", - " -2.06150221e-01 -2.29974836e-01 3.22372199e-01 -6.23464253e-02\n", - " 5.69687752e-01 -8.52849803e-02 -3.18273588e-01 -5.27011191e-01\n", - " -1.94724909e-01 1.16228198e-01 -5.36225739e-01 -9.87306311e-02\n", - " 2.72419132e-01 8.59915794e-02 -9.61379909e-02 4.62725270e-01\n", - " 1.63131031e-02 -3.89079262e-01 2.86616649e-01 7.25160228e-01\n", - " -1.56326827e-01 1.86931409e-01 -1.16212571e-01 1.90790137e-01\n", - " -4.86770903e-01 -1.13732595e-01 4.38675672e-01 3.35410986e-01\n", - " 4.78249982e-01 -5.14784903e-01 1.43148987e-01 8.77855666e-01\n", - " 6.63998115e-02 -7.40466297e-03 -3.17095362e-01 2.30372691e-01\n", - " -1.25835031e-01 -3.36777718e-01 5.61165000e-01 3.19007317e-01\n", - " 1.06109567e-01 7.58958667e-02 1.64085561e-01 4.87646433e-03\n", - " -1.21397623e-01 2.07258389e-01 -3.07417463e-01 4.45203329e-01\n", - " 2.36791276e-02 -5.41666851e-01 -4.06971573e-01 1.17188936e-01\n", - " -4.20124014e-02 1.11281421e-01 -3.43654385e-01 1.58612076e-01\n", - " -6.32979220e-02 -2.78009013e-01 -6.28139722e-02 1.03954374e-02\n", - " 1.51957080e-01 -4.70842357e-01 -3.15001411e-02 -3.83562691e-01\n", - " -1.42533124e-01 4.05715110e-01 8.24525578e-02 -1.17538069e-01\n", - " 4.29729918e-01 -1.24977205e-01 1.09414254e-01 2.04030112e-01\n", - " -4.41978072e-02 2.63685735e-01 2.37859877e-01 8.24478614e-02\n", - " -2.35943124e-01 7.73947399e-01 -2.36636603e-01 -6.84217737e-02\n", - " 4.26753597e-03 -6.62605635e-03 2.77686450e-01 -1.50279363e-01\n", - " -3.47156206e-01 -1.98301875e-01 -4.54353278e-02 4.86491597e-03\n", - " -1.12876583e-01 -2.14292420e-02 6.59429929e-02 6.66459448e-01\n", - " 1.03260525e-01 1.78244575e-01 3.49071666e-01 1.17602045e-01\n", - " -8.34461144e-02 -5.22054260e-03 -2.00819963e-01 2.03555974e-01\n", - " 4.59756860e-01 -9.06438821e-02 2.68825527e-01 1.43538273e-01\n", - " 1.62676506e-01 -3.01967853e-01 5.04821211e-01 7.98825433e-01\n", - " 4.50590601e-01 -1.83068980e-01 -1.53664214e-01 -3.08929367e-01\n", - " 1.94427823e-01 1.63381032e-01 -2.00486435e-01 -7.01864851e-01\n", - " 2.87221195e-01 3.41895829e-01 -1.33871427e-01 1.63929341e-01\n", - " -1.02380531e-01 1.36364898e-01 -1.68918682e-01 -1.76229217e-01\n", - " 4.19330820e-01 -1.28919538e-01 3.94025206e-01 -9.55076389e-02\n", - " -2.82436564e-01 -2.94526945e-01 9.13680625e-04 4.55945184e-01\n", - " -4.26632411e-01 2.13001837e-01 2.36478402e-01 7.06857676e-01\n", - " 8.62872463e-02 -3.49263904e-01 2.98023109e-01 -4.95655320e-01\n", - " 3.22926958e-01 -4.66119496e-01 4.18505914e-01 2.36248951e-01\n", - " 1.85859042e-01 -9.01926640e-01 -3.30030718e-01 -3.10672001e-01\n", - " 9.39100511e-02 1.80487052e-01 4.13724900e-02 4.52824784e-01\n", - " -1.97201384e-01 3.46993280e-01 4.49759978e-01 3.58345880e-01\n", - " -4.52703949e-01 -1.75563264e-01 -1.96570662e-01 3.05411193e-02\n", - " -4.12200742e-01 1.38725605e-02 9.68609057e-02 1.40889649e-01\n", - " 2.37262281e-01 -5.66819792e-01 1.60064247e-01 -7.88933734e-01\n", - " -7.96125285e-01 1.62798466e-01 1.50963530e-02 3.20924736e-01\n", - " -5.25581159e-01 6.08245626e-02 -2.21144484e-01 -3.08262680e-01\n", - " -1.34432881e-01 -1.66364202e-01 -2.48232743e-01 -3.57129981e-01\n", - " 2.25585931e-01 5.05140730e-01 -4.38378200e-01 -2.70601189e-02\n", - " -2.10412651e-01 2.10071864e-02 9.95873821e-02 1.86468377e-01\n", - " 3.16099348e-01 -1.17617081e-02 4.07782409e-02 6.37813208e-01\n", - " 2.73990053e-01 -3.56676292e-01 -7.81279001e-02 -3.02505086e-01\n", - " 2.72889592e-01 2.00206967e-01 -2.59360607e-01 3.49405874e-01\n", - " -4.83053290e-01 3.66089803e-01 3.46511923e-02 -1.45366174e-01\n", - " 6.67283651e-01 2.24246105e-02 7.43495336e-03 8.78963181e-01\n", - " -9.31764778e-03 -2.30424363e-01 -3.38301953e-01 -6.17105756e-01\n", - " 4.68010185e-02 -4.35531765e-01 -1.28490181e-01 -1.00462153e-01\n", - " 4.08719504e-01 -2.13494832e-01 1.22326886e-03 -3.68755955e-01\n", - " 3.36857653e-01 -2.80581372e-01 -8.75376888e-01 -8.69754269e-01\n", - " -1.14825850e-01 1.19738362e-01 -3.24476813e-01 -2.28301562e-01\n", - " -2.42940671e-01 5.26869943e-02 2.37184722e-01 -6.10920191e-01\n", - " 7.17620670e-01 8.65568345e-02 -3.27179013e-01 1.14306629e-01\n", - " 5.30662861e-01 3.51722999e-02 -7.07182099e-02 7.26407300e-01\n", - " 2.64263421e-01 4.07109461e-02 -2.45000318e-01 -2.92743819e-01\n", - " 3.69888927e-02 -4.77629702e-01 -2.68509561e-01 -5.40103209e-01\n", - " -3.77142029e-01 3.40878167e-01 -5.48846597e-01 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-6.92048283e-01 4.72987695e-01 5.40434783e-02\n", - " 7.91194950e-02 -5.20163920e-01 1.65838842e-01 -2.41082664e-01\n", - " -2.77646003e-01 5.18805404e-02 -2.95989190e-02 1.44422372e-01\n", - " -2.31682103e-01 -1.13213104e-01 -4.41941950e-01 -3.90740711e-01\n", - " -1.08333770e-01 1.55687856e-01 2.73666552e-01 3.68558555e-02\n", - " 1.74134089e-01 -2.17488659e-01 -2.05367783e-01 -3.22804787e-01\n", - " -3.73165439e-01 6.53825089e-01 2.91421155e-01 -3.18641409e-01\n", - " 6.59232666e-01 -6.48798301e-02 5.21620494e-01 -7.09906786e-02\n", - " 5.23497941e-02 5.67267494e-02 -3.10336140e-01 -4.53150996e-02\n", - " -8.38808373e-02 2.75505924e-01 4.28153005e-02 -5.51048778e-01\n", - " -3.42721534e-01 1.40884583e-01 -2.11846718e-01 -8.50935959e-02\n", - " 1.33583695e-01 2.64209974e-01 2.30663657e-01 4.21556184e-01\n", - " -1.59063663e-01 -5.16142719e-01 4.30358501e-02 -4.91307756e-01\n", - " 5.48992368e-01 1.78450120e-01 1.24336597e-01 1.14109007e-01\n", - " 2.52293887e-01 3.44599537e-02 -2.30864865e-01 -1.01547685e-01\n", - " -2.41708338e-01 2.70844922e-01 2.52660746e-02 -1.29243349e-01\n", - " 1.77065864e-01 5.48345872e-01 -2.46726222e-01 1.69584842e-01\n", - " -3.41004024e-02 -3.55240545e-01 -2.36127661e-02 -2.03663680e-01\n", - " -1.17691462e-01 -8.16104161e-01 8.88912589e-02 -3.63947602e-01\n", - " -1.67641588e-01 -3.18693965e-01 1.56681200e-02 -6.35839313e-01\n", - " -1.05550817e-01 1.12787542e-01 -1.56130974e-01 3.62691435e-02\n", - " 3.11741493e-01 -3.84536231e-01 -2.41542109e-01 -6.53453271e-01\n", - " 1.20933331e-01 -1.12282378e-01 -3.45432008e-01 1.98496577e-01\n", - " 1.17976205e-01 -5.98581405e-01 4.83673030e-01 -3.03995310e-01\n", - " -9.39609587e-02 9.52821387e-02 4.83755687e-01 -1.59714277e-01\n", - " -3.03969731e-01 -1.46111160e-01 2.33843566e-01 -3.90228161e-01\n", - " -2.91453363e-01 -3.47088163e-01 -2.27239535e-01 4.86916787e-02\n", - " -1.93756153e-02 3.58710249e-01 -1.48393007e-01 -4.42126456e-01\n", - " 3.03415714e-02 -6.27281157e-02 -2.68148555e-01 5.59344380e-02\n", - " 4.51234681e-01 2.71602027e-01 1.77759678e-01 8.89288862e-01\n", - " 4.77351762e-01 -5.19547780e-01 2.02383641e-01 -4.04915550e-02\n", - " 4.53061493e-01 1.71171605e-02 -1.62238158e-01 2.97203020e-01\n", - " 4.22013355e-01 9.92990375e-02 4.55594602e-01 -2.27259484e-01\n", - " 3.95980585e-01 -3.73950369e-01 -9.47559477e-02 1.00448520e-01\n", - " 5.34005549e-01 6.16904325e-01 -9.51524658e-02 3.65739241e-01\n", - " 2.88293223e-01 -7.92086039e-02 -5.84458567e-02 -7.60864100e-02\n", - " 2.63163880e-01 5.24392665e-01 2.44971327e-01 -6.54118446e-01\n", - " -4.67309214e-02 -1.79379069e-01 -8.06544746e-01 1.25637103e-01\n", - " 6.79575102e-03 -4.89369198e-01 4.77185926e-01 -4.57267111e-01\n", - " 3.97344578e-02 -1.85276005e-01 2.83132625e-01 5.18393307e-01\n", - " -1.48984464e-01 -2.83684688e-01 1.57907959e-01 -2.05136890e-01\n", - " -9.31138964e-02 2.60864508e-01 1.20772740e-02 9.51411001e-02\n", - " -6.50405852e-01 4.72701599e-01 -1.49399754e-01 -2.58855180e-01\n", - " -2.77712408e-01 -3.57869741e-01 -2.84689330e-01 -4.75673586e-02\n", - " -3.27153270e-02 -1.31215527e-01 -1.06190087e-01 -3.56486853e-01\n", - " 2.26018927e-02 -5.70611920e-03 -7.60134474e-02 2.08974024e-01\n", - " 1.33053473e-01 2.33994609e-01 -1.23118907e-01 4.01599579e-02\n", - " -5.54569774e-02 2.65926987e-01 4.79736231e-01 -2.23639553e-01\n", - " 6.79203311e-01 2.16631154e-01 -2.40383484e-01 -3.44826994e-01\n", - " -5.46990430e-01 -4.01361463e-01 -4.04041013e-01 3.40752876e-01\n", - " 4.20398994e-02]\n", - "Found 4269 total galaxies in catalog for cluster 7698\n", - "[-0.14774703 0.28167431 -0.42778098 ... 0.32263902 -0.19401332\n", - " 0.31214739]\n", - "Found 6780 total galaxies in catalog for cluster 10999\n", - "[-0.46873341 0.36886957 -0.58622857 ... 0.18868981 0.13158685\n", - " 0.21428358]\n", - "Found 831 total galaxies in catalog for cluster 9029\n", - "[-4.97725422e-02 -2.38960480e-01 -6.86735013e-02 1.37914256e-01\n", - " -2.26398985e-01 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- " -1.09733440e-01 7.03541587e-01 -4.51127103e-02 1.25540525e-01\n", - " -1.82701150e-01 1.05963367e-01 3.60824550e-02 1.55163220e-02\n", - " -4.70488782e-01 -6.74183596e-02 3.62399004e-01 3.53027439e-02\n", - " 5.34714532e-01 5.00566869e-01 -4.96311227e-01 -8.15251582e-01\n", - " 1.45858052e-02 -1.67883601e-02 4.80366753e-01 -2.14976862e-01\n", - " 7.31368721e-01 -9.39397255e-02 5.45300673e-02 -6.68639149e-02\n", - " -4.71596535e-01 -2.93188161e-01 1.07761383e-01 1.99423559e-01\n", - " 3.59196745e-01 2.25386805e-01 -4.23522423e-01 -2.29250758e-02\n", - " 8.46038691e-03 -4.55809864e-01 -1.35424987e-01 1.35060500e-01\n", - " -1.08627005e-01 -1.08707740e-01 -4.54824493e-03 -7.37606117e-02\n", - " -1.03489156e-01 -1.94248525e-01 3.06418086e-01 -8.91391927e-02\n", - " 5.75461037e-01 2.76518511e-01 5.84896811e-02 -3.04469532e-01\n", - " 1.12774104e-01 3.32845465e-01 1.44464635e-03 -2.01011955e-01\n", - " -5.35018978e-01 1.10081571e-01 7.76041926e-01 4.25716467e-01\n", - " 7.25875395e-02 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1.77330317e-01\n", - " -2.19137541e-01 1.18600792e-03 4.81738714e-01 -2.37178863e-01\n", - " 5.31849392e-01 1.18961543e-01 1.46359293e-01 -2.00906190e-01\n", - " -2.29544399e-01 -6.95933391e-02 8.07287722e-02 -9.36608659e-02\n", - " 8.38094926e-02 -1.41930764e-01 6.43611914e-02 3.30681394e-01\n", - " -5.27409977e-01 -4.47858882e-01 2.01971101e-01 1.17502818e-01\n", - " -4.89176466e-01 1.93892519e-01 -8.35455405e-02 6.31298169e-01\n", - " 4.09794770e-01 4.40723038e-03 4.11857039e-01 -1.57652199e-01\n", - " -9.81181578e-01 7.39914639e-01 -2.45388594e-01 2.33810873e-01\n", - " 1.86026453e-01 -6.22723067e-01 -6.16810477e-01 5.59077559e-02\n", - " 7.97023586e-01 2.80018200e-01 -3.86512726e-02 -1.21404244e-01\n", - " 4.24492247e-01 2.10567064e-01 -1.95129882e-01 4.67397924e-01\n", - " -4.27435842e-02 -1.37456311e-01 -3.80053501e-02 -1.71656099e-01\n", - " 6.96847372e-01 -1.22874617e-01 1.45892194e-01 -2.00129048e-01\n", - " -4.43459876e-01 4.96943288e-02 1.59889467e-01 3.63514656e-01\n", - " 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1.16787350e-02 7.84430118e-01 1.86545650e-01\n", - " -6.64954295e-02 -9.44291411e-01 2.01881683e-01 5.01964029e-01\n", - " -4.82644361e-01 -2.91995175e-01 1.64620138e-01 -2.58179138e-01\n", - " 9.84825313e-02 3.32375728e-01 2.37610452e-01 -1.20591043e-01\n", - " 1.62508437e-02 -7.59802895e-02 -2.93419184e-01 -2.91265480e-02\n", - " 5.08725783e-02 -3.66451992e-01 -4.06150114e-01 -5.78053213e-02\n", - " 5.95774750e-02 -3.80518771e-01 -1.60286504e-01 1.25884259e-01\n", - " -2.92094585e-01 6.49729970e-02 1.05918589e-02 -3.26913968e-01\n", - " -1.52939338e-01 3.48179842e-02 -2.14374454e-01 -3.94903051e-01\n", - " -6.89100208e-01 -1.62053276e-01 -8.40230649e-02 -2.86055087e-01\n", - " -1.56999343e-01 -2.39062734e-01 -9.97385410e-02 -5.26972270e-01\n", - " 3.06280237e-01 -2.34862571e-02 -1.70384338e-01 3.85263266e-02\n", - " -9.20845310e-02 3.00294105e-01 3.70398161e-01 -3.49810095e-02\n", - " 5.37747089e-02 3.05801367e-01 4.17998729e-02 -1.40231135e-01\n", - " -5.32885042e-01 1.76529313e-01 -5.39931554e-02 -6.91612874e-01\n", - " 1.48671825e-01 4.09979072e-01 -5.68138740e-01 5.10021195e-01\n", - " 1.80048345e-01 4.31271375e-01 3.54595603e-01 -5.58351845e-01\n", - " -3.27433551e-01 -8.44585023e-02 -3.24923384e-01 -3.40475597e-01\n", - " 3.21913949e-01 -2.30165806e-01 -6.24065540e-01 1.89868892e-01\n", - " 6.61643625e-01 -6.86541919e-02 -1.49178469e-01 -9.73483405e-02\n", - " 3.50181599e-01 7.73163118e-02 1.19592462e-01 -3.71580825e-01\n", - " 3.10530120e-01 -3.09221480e-02 1.55374830e-01 3.63531259e-01\n", - " -2.70013621e-01 1.16541386e-01 -3.01372355e-01 -2.53031577e-02\n", - " 2.78172553e-01 1.27727098e-01 6.02846538e-01 -2.98019758e-01\n", - " -1.78227268e-02 3.38736068e-01 -3.76479760e-01 -4.66699806e-01\n", - " -1.27682081e-02 8.48514222e-01 1.49508369e-01 -2.57670876e-01\n", - " -2.14845738e-01 -6.34556435e-01 8.58314433e-01 6.52098948e-02\n", - " 1.39648125e-01 -1.92434736e-01 5.67079089e-02 5.33178096e-01\n", - " -8.16693464e-02 3.54361522e-01 1.13130283e-01 2.01561415e-01\n", - " 5.67705544e-01 2.34909075e-01 3.37040009e-01 2.11125951e-03\n", - " -5.79056644e-01 -8.05615761e-01 3.80749324e-03 1.79402056e-01\n", - " -6.89013938e-01 -6.47444466e-01 2.38468929e-02 2.28866046e-01\n", - " 5.22604334e-01 -2.27797663e-01 3.95223443e-01 -1.68548306e-01\n", - " 2.13992803e-01 -4.06040138e-01 8.87018243e-02 1.69904911e-01\n", - " -5.34238546e-02 -1.95606198e-01 3.54914225e-02 -8.61091580e-03\n", - " 2.52866234e-02 -8.13602289e-02 6.12617985e-01 3.05008327e-01\n", - " -5.47597869e-01 1.29633167e-01 3.61343160e-01 3.84640599e-01\n", - " 4.15128660e-01 -4.05349826e-01 8.34041968e-01 -4.68712872e-02\n", - " 1.79569838e-01 -9.02364836e-01 3.56571502e-01 -1.89308254e-01\n", - " -3.08862801e-01 7.22911848e-01 -5.33045760e-01 -3.01539749e-01\n", - " -2.55782143e-01 5.54151355e-01 3.45419453e-01 1.68374278e-01\n", - " 1.12057580e-02 -4.69314458e-01 1.88621892e-01 4.42102130e-01\n", - " 2.03948316e-01 -2.83988951e-01 5.55001943e-01 5.51562340e-01\n", - " -8.15029530e-02 -8.03180476e-01 -5.98538067e-01 1.80550467e-01\n", - " -3.57778874e-01 -6.53895653e-01 1.51779907e-01 -1.91332232e-01\n", - " -4.79293391e-03 5.06628694e-03 -2.34497412e-01 2.38219018e-01\n", - " -7.21630732e-01 4.32887759e-01 -2.37747769e-01 -1.39775356e-01\n", - " 4.08474106e-01 2.41492902e-01 -6.97883299e-02 -4.55783533e-02\n", - " -4.17340905e-01 -7.88811106e-02 2.96968092e-01 -3.45716594e-02\n", - " 1.15080715e-01 -5.26629036e-01 7.88578472e-04 1.92762476e-01\n", - " 2.11396652e-01 -3.77559319e-02 -5.66788156e-01 -6.07904490e-02\n", - " 7.18739916e-02 3.04117555e-01 3.06851580e-01 -5.57684126e-01\n", - " -2.45527865e-01 3.57084794e-01 -1.54249404e-01 -4.95959436e-01\n", - " 9.09541379e-02 1.13891207e-01 -6.08020179e-02 5.53326080e-01\n", - " -8.72721548e-01 -1.72063026e-01 -4.50398414e-01 -4.50525332e-01\n", - " 1.80359844e-01 -1.67439132e-01 -5.27899598e-01 1.85130460e-01\n", - " 4.21103136e-01 -2.91521638e-01 -2.34790039e-01 -5.84158441e-02\n", - " -3.10577509e-01 1.71174344e-01 -3.97837879e-01 -6.32269297e-02\n", - " -4.26283322e-01 3.21516813e-01 1.27482513e-01 -8.26279493e-01\n", - " -3.33629128e-02 -9.21794906e-02 -1.79883636e-01 -2.40510761e-01\n", - " 1.09026804e-01 -1.44224723e-02 1.76417338e-01 -9.07719219e-02\n", - " 4.29747403e-01 2.15340885e-03 3.33254827e-01 -4.20279299e-01\n", - " 3.07010850e-01 -1.34669836e-01 7.41518819e-02 2.17619523e-01\n", - " 3.61970543e-01 4.61377388e-02 -5.60169970e-01 -2.47433750e-02\n", - " -4.99929360e-01 2.74864015e-01 -6.72725132e-02 2.94256452e-01\n", - " 3.12799837e-01 4.33854084e-01 -7.90227281e-03 2.01770049e-01\n", - " -5.29453206e-01 -6.52938836e-02 1.64779103e-01 -1.77815699e-01\n", - " -3.56104322e-01 1.23174357e-01 2.37077990e-01 3.45435536e-01\n", - " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", - " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", - " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", - " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", - " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", - " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", - " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", - " 2.15040365e-01 -3.51315978e-03 -2.34448201e-01 -1.07617714e-01\n", - " -3.47731079e-02 5.06018595e-01 -2.11127871e-01 -1.15676847e-01\n", - " -1.46181994e-02 -4.82762255e-01 8.97443206e-02 2.73606483e-01\n", - " -1.20962695e-01 -4.05863975e-01 3.49338539e-01 3.02930902e-01\n", - " 1.95592302e-01 -1.01607911e-01 8.66495572e-02 -3.52617755e-01\n", - " 4.16492360e-01 -2.17308396e-01 1.49310404e-01 5.40482797e-01\n", - " 1.02148560e-01 -2.98040772e-01 7.24516983e-01 -2.63083828e-01\n", - " 4.19480852e-01 2.13964556e-02 2.25236053e-01 2.79928140e-01\n", - " -8.33573495e-02 2.99391130e-01 -3.60134339e-01 1.95560597e-01\n", - " 5.16679399e-01 1.22654385e-01 -2.47236627e-01 8.55998526e-02\n", - " -9.20237527e-02 -6.42795672e-01 9.24697146e-02 -4.41475383e-01\n", - " 7.97829943e-01 7.59651097e-02 -5.09166463e-01 -1.49146099e-01\n", - " 2.13837717e-01 -2.32478001e-01 -2.88470512e-01 -1.67085231e-01\n", - " -6.37889354e-01 -4.92501583e-01 1.07631899e-02 9.35109345e-02\n", - " -4.92878398e-01 -2.22395487e-02 1.97407687e-01 4.44801273e-01\n", - " -3.93147733e-02 -4.56590309e-01 -1.21305481e-01 2.60257724e-01\n", - " 4.01241031e-01 5.92750278e-01 5.05908731e-01 1.94652895e-01\n", - " 1.33434463e-01 4.11270730e-01 -1.93693251e-01]\n", - "Found 1497 total galaxies in catalog for cluster 9429\n", - "[-0.24377041 -0.15982066 -0.31670849 ... -0.20835101 -0.24890121\n", - " 0.07124926]\n", - "Found 2438 total galaxies in catalog for cluster 10146\n", - "[-0.49033583 -0.25226827 -0.15399442 ... 0.18863975 -0.23954712\n", - " -0.31784094]\n", - "Found 3389 total galaxies in catalog for cluster 14476\n", - "[-0.58077888 -0.6129815 0.06780588 ... -0.32809431 0.07547414\n", - " -0.20172479]\n", - "Found 0 total galaxies in catalog for cluster 8395\n", - "[]\n", - "Found 5129 total galaxies in catalog for cluster 16657\n", - "[ 0.32878727 0.57787372 -0.18646609 ... -0.27555603 -0.23492938\n", - " 0.12734837]\n", - "Found 3824 total galaxies in catalog for cluster 13039\n", - "[-0.15678686 0.25666629 -0.42336934 ... 0.4031683 -0.22883061\n", - " 0.24806771]\n", - "Found 3113 total galaxies in catalog for cluster 15382\n", - "[ 0.61791087 -0.11386178 -0.06035778 ... 0.00927588 0.09306607\n", - " -0.13378937]\n", - "Found 1856 total galaxies in catalog for cluster 17011\n", - "[ 0.19937101 -0.21214132 -0.25984545 ... -0.08740959 -0.07087565\n", - " 0.2199447 ]\n", - "Found 7041 total galaxies in catalog for cluster 8523\n", - "[ 0.46240308 0.59430692 -0.20745806 ... 0.08804989 -0.12540515\n", - " 0.20523453]\n", - "Found 1266 total galaxies in catalog for cluster 11300\n", - "[ 0.51677812 -0.02031883 -0.24758894 ... 0.61638037 -0.24263329\n", - " -0.00500442]\n", - "Found 6914 total galaxies in catalog for cluster 17462\n", - "[-0.46898861 0.45649662 0.59495044 ... -0.00881185 0.10644044\n", - " -0.12822077]\n", - "Found 1779 total galaxies in catalog for cluster 13025\n", - "[-0.27277944 -0.15978372 -0.2573599 ... -0.00270624 0.19862907\n", - " -0.30636958]\n", - "Found 2475 total galaxies in catalog for cluster 21385\n", - "[ 0.05356844 0.07100849 0.24670627 ... 0.20833703 -0.11583338\n", - " -0.31267003]\n", - "Found 3190 total galaxies in catalog for cluster 20888\n", - "[ 0.81515586 -0.74129456 -0.27364445 ... 0.07390696 0.12357484\n", - " -0.32799586]\n", - "Found 4280 total galaxies in catalog for cluster 21815\n", - "[ 0.19995821 -0.13635579 0.11484649 ... 0.12949039 0.1622572\n", - " 0.30548736]\n", - "Found 1241 total galaxies in catalog for cluster 7594\n", - "[-0.37646813 -0.03512557 -0.48517606 ... 0.23430754 0.26393841\n", - " 0.32812388]\n", - "Found 753 total galaxies in catalog for cluster 21425\n", - "[-2.14730346e-02 3.72320963e-02 -4.69937987e-01 3.56908188e-01\n", - " 3.23929643e-01 1.00949529e-01 -1.73055845e-03 2.42679699e-02\n", - " -7.57985576e-01 -2.36185647e-02 -2.17171173e-01 3.91267059e-02\n", - " 2.37333346e-01 1.10722807e-01 2.90436475e-01 2.59170815e-01\n", - " -2.09241221e-01 7.51996584e-01 -6.35466612e-01 -3.15648792e-02\n", - " 1.00201903e-01 5.11008411e-01 5.63212885e-02 8.34542869e-01\n", - " -6.90312071e-02 4.85535690e-01 -1.71913978e-01 -7.73137799e-01\n", - " 3.95415553e-01 5.98015116e-01 1.84866416e-01 4.71774260e-01\n", - " 4.27797214e-02 -7.53906859e-02 -5.44727540e-02 3.64148807e-01\n", - " -4.09072698e-01 2.35796161e-01 -2.14207662e-02 2.63201285e-03\n", - " -3.79961133e-01 1.73210973e-01 -3.34763753e-01 -2.55475569e-01\n", - " 6.98917268e-02 -5.83015266e-01 3.82642485e-01 1.05967028e-01\n", - " 3.35383676e-01 2.89896208e-01 6.68457093e-01 -1.55318707e-01\n", - " -1.24647258e-01 -4.68559242e-02 1.13713664e-01 1.00145397e-01\n", - " 8.41219149e-01 4.31504493e-01 1.98200127e-01 -2.68647835e-01\n", - " -9.04658359e-02 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-3.53787613e-02 -5.84483707e-02\n", - " -2.15037782e-01 1.74207525e-01 -9.35932238e-02 2.06751036e-01\n", - " 1.69543061e-01 -6.45986009e-01 -5.12422462e-02 -4.24639308e-01\n", - " -4.80820636e-01 -3.77427939e-01 -2.13028333e-01 -4.08937898e-01\n", - " 5.16014201e-01 5.25217366e-01 -2.36946062e-01 5.95373427e-01\n", - " 4.06541235e-01 1.66076141e-01 1.50332867e-02 6.74440955e-02\n", - " -2.35928018e-01 5.91486286e-01 -2.33595517e-01 5.93338082e-01\n", - " -6.41703895e-02 -1.79608072e-01 3.36398287e-01 -1.56808565e-01\n", - " 4.63286339e-01 -1.67462517e-01 -3.65497225e-01 3.55048440e-01\n", - " -8.41198018e-02 -1.80550932e-01 -4.65085499e-01 1.90878213e-01\n", - " 2.99481408e-01 1.41043691e-01 -2.52812198e-01 -5.63948317e-01\n", - " -3.96226779e-01 9.30174373e-02 -6.11761493e-01 1.39503996e-01\n", - " 1.62656310e-01 -4.03927619e-01 -2.53794978e-01 2.55528791e-01\n", - " 5.28818102e-01 5.22947731e-02 -1.15826125e-01 -4.84087177e-01\n", - " 7.27522404e-03 -3.57519298e-01 1.33514396e-01 3.36047090e-01\n", - " 2.76226751e-02 1.11939473e-02 -6.19970162e-01 -1.11749916e-01\n", - " -3.53917800e-01 5.27959047e-01 6.97896532e-01 2.18042459e-01\n", - " -1.86164964e-01 -1.81912169e-01 2.12736103e-01 -4.99631242e-02\n", - " 5.73936140e-01 2.05440514e-01 -1.72252763e-02 4.08957859e-02\n", - " -3.26572647e-02 4.56586784e-02 -3.67014509e-01 1.60625507e-01\n", - " 1.53356868e-01 1.20650853e-01 -9.41458184e-02 -9.74616908e-02\n", - " -1.50704853e-02 3.69961842e-01 -2.97218481e-01 -1.60474645e-01\n", - " 2.57010717e-01 -1.21301486e-01 6.44498303e-03 4.48287536e-01\n", - " 2.52051887e-01 5.87608900e-01 -3.12363017e-01 -1.39761467e-01\n", - " -4.42471449e-03 -2.61790607e-01 6.13968548e-02 -1.36658874e+00\n", - " -3.31488485e-01 4.08540206e-01 -6.95549195e-01 3.10345626e-01\n", - " 3.42625040e-01 -3.49576344e-01 3.93657061e-02 -1.66564610e-01\n", - " 5.99727750e-01 -4.02016273e-01 -1.16768967e-01 3.95531339e-01\n", - " 2.58660058e-01 -2.27338817e-01 1.28414895e-02 5.50015325e-01\n", - 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3.46552363e-01 2.35203224e-01 2.15419467e-01\n", - " 5.12035332e-02 3.64301593e-01 8.84298987e-02 -2.04951984e-01\n", - " -3.41517904e-01 -7.58342398e-02 6.04669689e-01 2.02474141e-01\n", - " -3.69209234e-01 2.99874964e-01 -6.34258503e-02 7.69429682e-01\n", - " 4.87639050e-01 -2.92108586e-01 2.19229228e-01 4.06936403e-01\n", - " 2.22839578e-01 2.59846542e-01 -2.53248499e-01 2.68341432e-01\n", - " -7.90173977e-01 -1.03641014e-01 -7.36284620e-02 1.45933506e-01\n", - " -3.49077399e-01 -7.02529853e-02 -1.31736786e-01 -1.76980757e-01\n", - " 3.54664821e-01 -2.71113020e-01 -1.99548671e-01 -1.31314651e-01\n", - " 4.49183938e-02 1.27755225e-01 2.41624698e-01 -4.63790519e-01\n", - " -6.12709541e-02 1.87386813e-01 -8.21536014e-01 -1.48245645e-01\n", - " -3.64977934e-01 2.56628744e-01 8.29493320e-01 -2.82548692e-01\n", - " 3.66807103e-02 -4.57541863e-02 1.46820959e-01 3.56764374e-01\n", - " 3.19822944e-02 2.18685980e-01 -8.64307905e-03 -1.63471015e-01\n", - " -2.35748853e-01 -4.89288710e-01 2.38379307e-02 -2.41270896e-01\n", - " 5.02538071e-01 1.10838728e-02 1.21403517e-01 1.06190943e-01\n", - " 1.02924276e-01 5.12168665e-01 5.33000116e-01 -1.67169099e-01\n", - " -2.36932586e-01 1.19500767e-01 -3.97937633e-01 -7.83517767e-01\n", - " -1.53347643e-02 9.02364833e-01 -1.39521870e-01 -1.00512464e-01\n", - " -1.19750968e-01 -3.88801795e-01 1.20248728e+00 -3.16109369e-01\n", - " -2.88595715e-01 -4.04202864e-01 -2.22208205e-01 5.57168703e-01\n", - " -4.14303814e-01 2.70871130e-01 3.96790847e-01 -4.85889790e-01\n", - " 1.01012011e-02 2.27900225e-01 -1.63148482e-01 -1.82401571e-01\n", - " 2.42814814e-01 3.98498761e-02 -9.95822192e-01 7.36932836e-02\n", - " 2.67449221e-01 3.09477902e-01 -2.08873297e-02 2.52767395e-01\n", - " -4.06214353e-01 1.16754310e-01 -4.06051407e-01 -2.81088901e-01\n", - " 6.33725594e-02 -1.15811203e-01 -1.36632774e-01 1.52322574e-02\n", - " -2.28635747e-01 -6.46255567e-02 2.67823043e-01 2.41395597e-02\n", - " -2.83384763e-01 -1.82766430e-01 -5.23259005e-01 -3.00498029e-01\n", - " 1.90334073e-01 -5.98534144e-01 1.86575816e-01 -1.50883500e-01\n", - " -1.10262255e-01 7.76599758e-02 1.47937714e-01 5.64680626e-01\n", - " -2.90455182e-01 2.28675910e-01 -5.38525332e-01 4.54932416e-01\n", - " 6.22946334e-01 -4.91712201e-01 2.51572098e-01 1.48486419e-01\n", - " -3.56816566e-01 -7.75624907e-04 2.49921171e-01 1.80544136e-01\n", - " 1.94915862e-01 6.85532176e-02 8.75167855e-02 -9.88772111e-02\n", - " 6.00468589e-01 4.17097143e-01 2.44295035e-01 -3.72189656e-01\n", - " 1.50583218e-01 6.44133738e-01 -7.42761081e-02 5.77180832e-02\n", - " 3.47013234e-01 8.52566707e-02 1.36812004e-01 -2.43475602e-01\n", - " 9.81345316e-02 -3.11432537e-01 2.34047827e-02 1.78658575e-01\n", - " 3.37169040e-01 3.38104847e-01 -2.11655441e-01 -4.76683746e-01\n", - " 3.10359091e-01 -4.48167325e-01 -2.00168364e-01 -1.29246213e-01\n", - " 1.69423505e-01 -2.51332101e-01 -4.34083039e-01 -2.60292061e-01\n", - " -3.96783467e-01 -2.74031482e-01 1.98083700e-01 6.93449663e-03\n", - " 4.17899755e-01 1.34025700e-01 7.01712748e-01 9.25855945e-02\n", - " 3.69987967e-01 6.58963053e-01 -5.14522204e-02 1.98612424e-01\n", - " 2.52645861e-01 -3.26468329e-02 -2.82858885e-01 -7.26745616e-02\n", - " 8.97302543e-01 -8.59791991e-02 2.54262184e-02 9.11943012e-03\n", - " 1.12794212e+00 -3.56711394e-01 2.48765761e-01 -3.34527341e-01\n", - " -8.94415005e-02 -2.46987592e-01 -2.17223408e-01 4.53311593e-01\n", - " -4.48197612e-02 3.78434491e-01 2.38495946e-01 -4.19479091e-01\n", - " 2.19095923e-01 -5.09050422e-01 6.19585610e-01 4.09514257e-01\n", - " -2.68743775e-01 4.98255124e-02 -2.90880643e-01 -4.43398561e-02\n", - " 5.64743831e-01 -2.83086475e-01 1.58352043e-01 -3.24908149e-01\n", - " 5.83877219e-01 -1.17356929e-01 1.64104438e-01 2.33998981e-01\n", - " 2.32658391e-01 -3.07210119e-01 -5.96027981e-01 -1.19206593e-01\n", - " 9.20345116e-01 2.09931196e-01 1.91787263e-01 -4.08203212e-01\n", - " -7.20195211e-02 3.32218671e-01 7.09715258e-01 1.10098265e-01\n", - " 2.77390908e-01 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2.34393055e-01\n", - " -2.49212712e-01 5.81295852e-01 -5.02405532e-01 6.41498398e-01\n", - " 1.53697643e-01 -2.67667053e-01 -1.15417478e-01 1.39052398e-01\n", - " -5.12285930e-02 -1.87808654e-01 -5.12678472e-01 -1.82836494e-03\n", - " -4.40456421e-03 -1.23223465e-01 4.89056462e-01 7.02713135e-01\n", - " -1.43188870e-01 7.71913247e-02 5.09838362e-01 2.97558666e-01\n", - " 3.29411501e-02 1.24695352e-01 -2.47585513e-01 -3.45130889e-02\n", - " 1.04367113e-01 8.51591990e-02 -2.50646659e-02 5.38281036e-02\n", - " -3.70078349e-01 -4.98649573e-02 3.65295809e-03 -2.43811584e-02\n", - " 2.48094869e-02 1.54640396e-01 -1.89190086e-01 -4.20411416e-01\n", - " -3.84812679e-01 1.21379845e-01 3.40997852e-01 -2.05457007e-01\n", - " -1.93979390e-01 -3.15641153e-01 -1.36726896e-01 -7.06730971e-01\n", - " -7.78676286e-02 -4.27216230e-02 6.71071197e-01 -5.92032747e-01\n", - " 4.16830577e-01 4.30056026e-01 -1.06662130e-01 -4.12076323e-01\n", - " -2.58331298e-01 -1.06590390e-01 -1.49229180e-02 -6.82247958e-02\n", - " 3.35356332e-02 -2.11735883e-01 6.19095729e-01 -2.13278409e-01\n", - " -5.35523824e-01 -1.02510339e-01 4.78752107e-01 -7.73580831e-03\n", - " -1.98055337e-01 1.17988559e-02 -1.13519810e-01 -1.69763187e-01\n", - " -1.34824615e-01 -4.71346570e-02 3.76638446e-01 -1.00872329e-01\n", - " 2.06587876e-03 3.18427225e-01 -1.01843301e-01 5.50168823e-01\n", - " 1.47322490e-01 2.76277276e-01 -1.88947627e-01 1.93816513e-01\n", - " -5.13166220e-01 -7.89300878e-02 -2.15285934e-01 -4.12935874e-01\n", - " 8.03767313e-02 3.27134462e-01 -6.86702572e-01 1.46493799e-02\n", - " 1.43721164e-01 -6.94486117e-01 -3.58745414e-01 3.90702906e-02\n", - " -7.63379287e-03 5.23832249e-01 -2.69761525e-01 4.67668884e-02\n", - " 2.80930973e-01 3.81216292e-01 -2.44370568e-01 -4.93537252e-01\n", - " 2.91291021e-01 7.62016561e-02 -4.03541176e-01 -8.00642754e-02\n", - " 4.07941914e-01 -5.03968960e-02 2.23878665e-01 4.16582077e-01\n", - " 1.02777755e-01 -5.51856869e-02 7.91312256e-02 -1.71903509e-01\n", - " 2.61477785e-02 -2.83695615e-02 -4.34667711e-01 -1.33791166e-01\n", - " -4.66484380e-01 -2.13827174e-01 1.85263927e-01 -2.12275370e-01\n", - " -3.16222588e-01]\n", - "Found 8544 total galaxies in catalog for cluster 30553\n", - "[-0.44449465 0.33087091 0.09366119 ... 0.18350303 -0.14555847\n", - " 0.32640704]\n", - "Found 2319 total galaxies in catalog for cluster 11651\n", - "[ 0.39760791 0.25076287 -0.09370664 ... -0.45566517 0.1320266\n", - " -0.16584072]\n", - "Found 3379 total galaxies in catalog for cluster 27728\n", - "[ 0.23471281 0.1617201 0.20781677 ... -0.22811455 -0.20146981\n", - " 0.05928831]\n", - "Found 3570 total galaxies in catalog for cluster 30757\n", - "[ 0.83726556 -0.69001966 0.22518813 ... 0.14546627 0.11441397\n", - " -0.21312707]\n", - "Found 5920 total galaxies in catalog for cluster 32634\n", - "[-0.54039764 -0.09551192 0.32637363 ... -0.41407367 -0.14949823\n", - " 0.2596114 ]\n", - "Found 3397 total galaxies in catalog for cluster 33429\n", - "[-0.48709646 -0.26568019 0.18120166 ... -0.10187624 -0.06322628\n", - " -0.27735324]\n", - "Found 2520 total galaxies in catalog for cluster 15656\n", - "[-0.59825803 -0.18773563 -0.15795984 ... 0.21225409 -0.25639667\n", - " -0.29242835]\n", - "Found 1301 total galaxies in catalog for cluster 29784\n", - "[ 0.89110343 0.00106607 -0.42564977 ... -0.08097825 0.22757173\n", - " -0.33720073]\n", - "Found 2496 total galaxies in catalog for cluster 22630\n", - "[ 0.15976609 -0.32354865 0.10964145 ... -0.11737921 0.37863276\n", - " -0.05904138]\n", - "Found 1412 total galaxies in catalog for cluster 17777\n", - "[-0.10103949 0.27382009 -0.06989429 ... -0.17819784 -0.13774879\n", - " 0.18073236]\n", - "Found 2447 total galaxies in catalog for cluster 33569\n", - "[-0.08223309 0.64393395 -0.24525549 ... 0.2785183 -0.00710725\n", - " 0.01416388]\n", - "Found 2567 total galaxies in catalog for cluster 39996\n", - "[-0.4677535 -0.04567612 0.21802143 ... -0.24862595 0.16740302\n", - " -0.33765771]\n", - "Found 3898 total galaxies in catalog for cluster 37007\n", - "[-0.66683517 -0.83886516 -0.07782879 ... 0.15528643 0.19650853\n", - " -0.04632037]\n", - "Found 5029 total galaxies in catalog for cluster 25937\n", - "[-0.31232788 -0.08560746 0.15255857 ... 0.02635474 -0.12560845\n", - " -0.32814969]\n", - "Found 1767 total galaxies in catalog for cluster 24386\n", - "[-0.59197615 0.40492922 -0.16415567 ... -0.0817034 -0.04722498\n", - " 0.17678064]\n", - "Found 5781 total galaxies in catalog for cluster 44685\n", - "[-0.43850503 0.2349735 0.59143941 ... 0.1780916 0.19298336\n", - " 0.0562919 ]\n", - "Found 3010 total galaxies in catalog for cluster 48725\n", - "[ 0.06694674 0.10671054 0.32642851 ... -0.29535285 -0.12527403\n", - " -0.14960155]\n", - "Found 2086 total galaxies in catalog for cluster 27260\n", - "[ 0.04170846 0.45779465 0.29455461 ... 0.07302322 -0.19373682\n", - " -0.09877115]\n", - "Found 2181 total galaxies in catalog for cluster 35316\n", - "[-0.46083618 0.42384425 0.24206509 ... -0.40295261 0.13334764\n", - " -0.27408816]\n", - "Found 1650 total galaxies in catalog for cluster 59428\n", - "[ 0.30724792 0.32540611 0.03346879 ... -0.24494628 -0.19486009\n", - " -0.21822688]\n", - "Found 2386 total galaxies in catalog for cluster 25976\n", - "[ 0.46511003 -0.33841987 -0.01852946 ... -0.43430721 -0.1062464\n", - " -0.16434883]\n", - "Found 3914 total galaxies in catalog for cluster 31596\n", - "[ 0.32089287 -0.13789467 -0.35518742 ... -0.10241494 -0.19251326\n", - " -0.18635589]\n", - "Found 6473 total galaxies in catalog for cluster 26346\n", - "[ 0.05561808 0.59199334 0.0073064 ... -0.2685966 -0.2305854\n", - " -0.10088378]\n", - "Found 3527 total galaxies in catalog for cluster 36608\n", - "[ 0.28305776 0.14040335 0.20884253 ... -0.24507671 -0.17460524\n", - " 0.15965588]\n", - "Found 4209 total galaxies in catalog for cluster 26938\n", - "[0.39900624 0.59207536 0.08596365 ... 0.14771541 0.02292563 0.12189737]\n", - "Found 1687 total galaxies in catalog for cluster 74483\n", - "[ 0.22102443 0.19972834 -0.29813361 ... -0.24333836 -0.21848731\n", - " 0.0805656 ]\n", - "Found 3308 total galaxies in catalog for cluster 62882\n", - "[ 0.15822059 -0.03701776 -0.46855013 ... 0.22583948 -0.32169655\n", - " 0.02876253]\n", - "Found 770 total galaxies in catalog for cluster 25770\n", - "[-1.41827127e-01 2.72917417e-01 -9.68007401e-02 8.27320874e-02\n", - " -9.80827968e-03 5.89190893e-01 3.30508795e-01 -2.03049768e-02\n", - " 3.06656882e-01 -1.13903500e-01 6.20377936e-01 -3.21610859e-02\n", - " -4.12513333e-01 5.02599504e-03 1.93877721e-01 5.95112176e-01\n", - " 2.19771619e-01 -3.69599142e-01 3.43336447e-01 -1.64441106e-01\n", - " 6.32548725e-01 -2.61267787e-01 -2.32962518e-01 5.03077023e-02\n", - " 2.91669775e-01 3.19206252e-01 2.04177802e-01 -2.09092612e-01\n", - " 1.70933125e-01 -1.86581814e-01 -9.63795212e-02 1.05078673e-01\n", - " -5.09730864e-02 3.93061811e-01 3.20160673e-01 -3.15617688e-01\n", - " -2.54393433e-01 -1.88119960e-01 7.86978078e-02 -1.05109265e-01\n", - " -1.54573543e-01 -2.46794012e-01 4.45804336e-01 3.56438393e-01\n", - " 9.46449328e-02 1.06731489e-01 -4.25066285e-01 -1.57648671e-01\n", - " -3.60583772e-02 9.36440234e-02 -6.98003213e-02 3.40439119e-01\n", - " 9.47662122e-03 5.73053474e-01 -5.92580842e-01 3.14327615e-01\n", - " 3.00325407e-01 2.43383072e-01 4.22692581e-01 -1.10092409e-02\n", - " -2.39411298e-01 6.03272211e-01 1.57647809e-01 4.03158382e-01\n", - " -2.77574303e-01 -3.40073119e-02 5.02121535e-01 -2.01095914e-01\n", - " 2.52741346e-01 8.40372094e-01 1.97111322e-01 -2.25590585e-01\n", - " -3.23188540e-01 -6.78133908e-01 -2.09138660e-01 -2.35246317e-01\n", - " 3.02202881e-01 -3.49115555e-02 4.31996363e-02 1.78419055e-01\n", - " -9.02654612e-02 4.48491877e-01 -4.01937749e-01 -6.30123230e-01\n", - " 7.56327325e-02 2.12267692e-01 -3.07815238e-01 1.33461311e-01\n", - " -6.62422858e-02 4.32658956e-01 -1.57984491e-02 -3.41148521e-01\n", - " 1.40301636e-01 -6.67511123e-01 -1.99010071e-01 -1.30175949e-01\n", - " 3.51279317e-01 4.10182259e-01 2.77223315e-01 -1.67735418e-01\n", - " -1.22330079e-01 -1.52754002e-01 -1.87303147e-02 -5.22153140e-02\n", - " 2.32908387e-01 7.17048986e-01 7.27542612e-03 2.72885945e-01\n", - " -1.72226479e-01 -1.84773198e-02 9.16554208e-02 -3.13200682e-01\n", - " -2.20830925e-01 2.14638641e-01 -6.36800479e-02 -2.80371400e-01\n", - " -2.34859491e-02 4.04769090e-01 -6.17095982e-02 -1.02732413e-01\n", - " 4.97920300e-01 3.82163311e-01 -1.64864311e-01 -1.27866428e-01\n", - " -2.63325191e-01 -1.76080686e-01 6.65663040e-01 1.76470029e-01\n", - " -2.81442735e-01 4.00245135e-01 -1.97075151e-01 -1.56041873e-01\n", - " 2.96623922e-01 -1.10750614e-01 -1.20061759e-01 2.81247016e-01\n", - " -4.19426060e-01 -6.09409152e-02 -1.05439804e-01 2.99499654e-01\n", - " 1.24572469e-03 -5.59892584e-02 2.48143932e-01 -5.80723951e-01\n", - " -1.74101751e-01 3.07950478e-01 3.92617839e-01 -3.77815048e-01\n", - " -2.21155175e-01 -2.95938197e-01 2.58217971e-02 -6.32349249e-02\n", - " -1.60617174e-01 2.21053817e-02 -3.13931557e-01 -3.62641573e-01\n", - " -2.02201773e-01 -3.45567014e-01 -5.23003024e-01 2.83013428e-01\n", - " 2.83680560e-02 -3.86246385e-01 -4.69363182e-01 -3.80700051e-01\n", - " -2.12971778e-01 4.11449933e-01 9.57758052e-02 8.61852050e-01\n", - " 3.67002364e-01 -3.20482692e-01 -3.85246843e-02 8.86420105e-02\n", - " 3.23961581e-01 7.04565645e-01 4.17447590e-02 1.28378413e-01\n", - " -1.92777819e-01 4.24258486e-02 1.09392835e-01 3.80488912e-02\n", - " -7.93511689e-02 -1.14493432e-01 -2.62988325e-01 -4.60318659e-02\n", - " -3.61593529e-04 1.65948077e-01 1.68806790e-01 -1.49755939e-01\n", - " -2.86744373e-01 7.97544515e-02 4.43989221e-02 -4.91776882e-01\n", - " 1.57058270e-01 -4.41529475e-01 7.04925069e-02 -2.27649865e-01\n", - " -1.16084144e-01 3.18582826e-01 -2.81616061e-01 1.48257957e-02\n", - " 2.63499679e-01 2.55136241e-01 4.78291706e-01 2.88053077e-01\n", - " 1.91344412e-01 -9.00267161e-02 4.69245294e-01 4.60795587e-01\n", - " -9.95132559e-01 -1.45961061e-01 1.22673282e-01 1.91084844e-01\n", - " -6.41422989e-02 1.33753496e-01 2.67101982e-01 3.25838351e-01\n", - " 5.02530914e-01 -3.04930835e-01 -1.84348907e-01 -2.96463869e-01\n", - " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 -1.40351105e-01\n", - " -4.51415701e-01 6.43455376e-01 8.92077520e-01 3.78667492e-01\n", - " 2.58927501e-01 1.34675543e-01 -2.24836948e-02 1.67849483e-02\n", - " 1.55484592e-01 1.41128276e-01 -3.51066311e-01 -1.66462095e-01\n", - " -2.03712562e-02 -7.21439017e-01 -2.16277538e-01 -2.75980181e-01\n", - " -3.55998451e-01 6.10233813e-02 -2.59072011e-01 3.23551838e-01\n", - " -4.34819196e-01 7.17944431e-01 1.44231623e-01 -3.94913573e-01\n", - " -8.65470356e-02 -5.55669111e-01 1.77551073e-01 5.74742612e-01\n", - " 4.51919328e-01 2.56864166e-01 -3.83640502e-01 5.03447246e-01\n", - " 1.09790807e-01 -1.84705919e-01 1.87273115e-01 -4.74241506e-01\n", - " -3.60317725e-02 4.86890712e-01 2.17913928e-01 -4.45667010e-01\n", - " 3.16429235e-01 -1.08560764e-01 -8.77751549e-02 2.37750321e-01\n", - " -4.02255918e-02 3.89469702e-01 1.29394222e-03 1.48154665e-01\n", - " 3.28914503e-01 -2.64538883e-01 3.89001426e-01 7.34728491e-02\n", - " 1.63128644e-01 2.52518405e-01 -1.90722214e-01 1.72409837e-01\n", - " -4.84496332e-01 6.24789506e-01 -6.85477067e-01 -7.59474616e-02\n", - " -1.09528112e-01 5.19921801e-01 -4.76295591e-01 2.85965345e-02\n", - " -1.73194586e-01 4.93635758e-02 5.84547369e-01 1.87145185e-01\n", - " 5.07569956e-02 -4.41565648e-02 7.42410418e-01 -9.34381928e-02\n", - " 1.11784473e-01 6.40624707e-02 -2.16191439e-01 -2.81421645e-01\n", - " 7.25335713e-02 1.05882320e-01 1.50964811e-01 -1.91715449e-01\n", - " -2.21760215e-01 -7.56638390e-01 -2.38011883e-01 -3.29796741e-01\n", - " 7.97781696e-01 4.68858158e-01 1.82142126e-01 2.37730271e-02\n", - " -4.58948597e-01 1.40518883e-01 3.45958654e-01 2.76733216e-02\n", - " 3.78272541e-01 -3.66702231e-01 -3.45733571e-01 3.14235245e-01\n", - " -6.44813568e-01 4.66803668e-01 3.13887020e-01 -5.48768420e-01\n", - " -6.57137326e-01 4.10180845e-01 -2.02916495e-01 -1.18225964e-01\n", - " 4.47155907e-01 1.16584606e-01 2.15995869e-01 3.18883038e-02\n", - " -1.54235524e-01 -1.70064320e-01 6.39482823e-01 1.76169510e-01\n", - " 7.79430637e-02 1.64106636e-01 -1.39640884e-01 4.98901663e-01\n", - " 4.76925319e-01 -1.02601352e+00 -3.12867628e-01 -2.45121700e-01\n", - " 8.01742997e-01 -1.14596739e-01 1.61196032e-01 5.02324848e-02\n", - " 4.46280837e-01 -8.30031681e-02 9.02436712e-01 3.66215373e-01\n", - " 1.87097363e-01 -3.89781093e-01 5.69437347e-04 3.15404456e-01\n", - " 1.91482713e-01 -2.75150798e-01 -1.31552618e-01 6.95177438e-02\n", - " -1.85364571e-01 -2.37913069e-01 -9.20638441e-01 1.80419303e-01\n", - " -1.46744877e-01 1.25604109e-01 -9.40787740e-02 3.45453050e-02\n", - " 1.96897595e-01 3.55714498e-02 -7.33459598e-01 1.02214659e-01\n", - " 2.60877238e-01 -3.29999154e-01 -4.06828321e-01 -4.82828005e-01\n", - " -4.21699356e-01 -5.79843153e-02 -5.33231782e-01 1.95227079e-01\n", - " -6.06881203e-01 -1.19453502e-01 -1.54148185e-01 3.95165902e-01\n", - " 2.46971683e-01 1.41668961e-01 -4.53423573e-01 1.82586513e-01\n", - " 3.24583906e-01 -1.40929478e-01 5.53059371e-01 -4.84485351e-01\n", - " 3.47981439e-01 1.28148378e-01 1.48273071e-01 1.12951778e-01\n", - " -7.63012630e-02 -1.12353225e-01 2.88889194e-01 1.46574591e-01\n", - " 6.23454460e-01 2.68454749e-01 1.50125623e-01 6.12457604e-02\n", - " -2.90312338e-01 -2.65204358e-01 5.21016153e-01 -3.37248556e-01\n", - " -7.02253271e-02 5.26928597e-01 7.33826792e-02 2.53301935e-01\n", - " 1.85532144e-01 2.01276780e-01 -2.60068677e-01 -2.55441931e-02\n", - " 1.00336740e-01 1.13705916e-01 3.39973742e-01 3.26544604e-01\n", - " 6.98013652e-01 9.57337068e-02 -1.96723565e-01 1.77497572e-01\n", - " 6.30646998e-01 -6.96710764e-01 3.34220459e-02 -6.16361464e-01\n", - " -3.60828235e-01 9.15846994e-02 -2.16997095e-01 -8.88779236e-02\n", - " 4.79239337e-01 6.02805029e-02 -4.38477514e-01 -1.78062594e-01\n", - " 8.83939594e-01 -5.62649383e-03 -1.90147348e-01 -6.22845711e-03\n", - " 1.81426154e-01 -5.09076462e-01 -3.26504306e-02 -3.73505888e-01\n", - " 1.53897684e-01 -1.06749021e-01 3.52395139e-01 1.12395634e-01\n", - " -4.52290653e-01 -1.57005018e-01 -4.40076986e-01 3.15405596e-01\n", - " 3.16444946e-01 2.10348385e-01 -1.29731912e-01 1.72774737e-01\n", - " 4.21171761e-01 1.32641671e-01 2.10704056e-01 3.58662307e-01\n", - " 4.97270897e-01 1.30694624e-01 -1.52654105e-01 -1.95519326e-01\n", - " 5.77082875e-01 5.10005100e-01 1.53097004e-01 6.04787497e-02\n", - " -8.62305414e-02 4.24219394e-01 3.33307663e-01 4.55273715e-01\n", - " 1.18114939e-01 6.13826435e-01 -3.04366120e-02 -1.19190672e-01\n", - " 1.19765360e-01 1.82657334e-01 -1.64177369e-01 3.42579961e-01\n", - " 2.79693380e-02 4.30041106e-01 -2.00754053e-01 -2.83577198e-01\n", - " 4.19931660e-01 1.85581878e-01 1.12611715e-01 8.81828990e-01\n", - " -1.03827687e-01 3.98589249e-01 -6.96006321e-02 5.58614541e-01\n", - " -2.82246306e-01 -1.92992731e-01 -1.78423477e-01 -1.63170751e-01\n", - " -9.28408659e-02 -3.48552400e-02 -4.39647414e-03 -4.26747605e-01\n", - " 4.58676166e-01 2.73779905e-01 -2.56294727e-01 3.26465671e-01\n", - " 5.65702395e-01 2.09718596e-01 3.64146983e-01 3.91847625e-01\n", - " -3.76228066e-01 4.32664481e-03 -1.99164462e-01 1.26308806e-01\n", - " 1.46442039e-01 5.80996093e-02 -2.38956068e-01 1.37341737e-01\n", - " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 4.13475424e-01\n", - " 1.21635446e-01 -3.03953974e-01 7.66861948e-02 -2.44001994e-01\n", - " -3.99959162e-02 -6.35618152e-02 -3.81349230e-01 -4.89885892e-01\n", - " -5.12963716e-01 -1.67057040e-03 -1.09789982e-01 9.76940697e-02\n", - " 4.03769617e-01 -2.55048186e-01 2.14562658e-01 -9.10403938e-01\n", - " 9.12398280e-02 2.47172179e-01 6.40653189e-01 -2.79839529e-01\n", - " 3.72393999e-01 -2.13271807e-01 5.60052860e-01 -9.15486862e-02\n", - " 2.88833893e-01 -3.31258128e-02 -1.39830638e-01 2.20649190e-01\n", - " -9.99429373e-02 2.58083454e-01 4.53173098e-02 3.66651187e-01\n", - " -5.93483633e-01 -7.98640823e-02 4.42927244e-01 -1.28373875e-01\n", - " 4.20834992e-01 2.30519585e-01 -4.81577955e-01 1.41631569e-01\n", - " 2.38740218e-01 -4.03073904e-01 2.38504962e-01 2.31567501e-01\n", - " -4.63923219e-01 -3.86668319e-02 -2.96972464e-01 4.70809630e-01\n", - " -4.68350133e-01 4.45004595e-01 -2.81114577e-01 -2.58031204e-01\n", - " 3.75628555e-01 -5.93425054e-01 -4.57312676e-01 2.47998504e-01\n", - " 5.86351010e-02 1.64928114e-01 -5.82286397e-01 8.02178306e-01\n", - " -5.00183940e-01 5.70945984e-01 1.30585499e-01 -1.66815799e-01\n", - " -2.51899613e-02 -2.48979505e-01 2.82710553e-01 -1.52827488e-01\n", - " 2.48530957e-01 1.35235637e-01 -5.48880900e-01 5.54756328e-02\n", - " 1.13060151e-01 3.96729450e-01 1.40852032e-01 -2.00139891e-02\n", - " -3.27293892e-01 2.77400020e-01 -2.14194880e-01 2.17586759e-01\n", - " -1.65563804e-01 3.74674106e-01 -3.98581122e-01 7.55764463e-02\n", - " -1.90364499e-01 -4.97832003e-01 7.85697628e-02 -1.69908104e-01\n", - " -2.48564017e-01 -2.86917179e-01 -1.19964292e-01 -2.18130086e-01\n", - " -1.12520669e-01 -2.65171252e-01 5.58713113e-02 4.02800011e-01\n", - " 6.44717841e-02 -6.17849104e-01 4.27478305e-01 -3.00967283e-01\n", - " -8.53949853e-02 -3.27979672e-01 -2.21909189e-01 5.04435355e-01\n", - " 4.86011804e-01 -2.22472349e-01 3.08020483e-01 2.89966859e-01\n", - " -6.28608058e-02 2.36350886e-01 3.03264546e-02 3.65011689e-01\n", - " 4.90054904e-01 1.06658993e-01 -4.12068915e-01 2.33794670e-01\n", - " -4.06065301e-01 2.14409669e-01 -3.64765937e-01 -2.98016730e-01\n", - " 7.97977732e-03 -8.82776605e-03 5.51515672e-02 -3.37904186e-01\n", - " -9.56597714e-02 3.78257500e-01 1.65884055e-01 3.68821088e-01\n", - " -1.61368933e-02 -5.36860842e-01 1.27140838e-01 2.88691176e-01\n", - " 5.36294966e-01 -7.24772123e-02 4.31282802e-02 -7.13623093e-02\n", - " -2.41665116e-01 -1.12571248e-02 2.35324661e-01 -2.13506088e-01\n", - " 1.42663176e-01 -1.20851576e-01 2.78394416e-01 7.56187433e-02\n", - " -3.25803022e-02 -1.54762303e-01 2.85443306e-01 1.29549799e-01\n", - " -4.89407696e-01 -2.36377184e-02 -6.65397093e-01 4.02971997e-01\n", - " -1.21666879e-01 2.15321967e-01 5.89970929e-01 1.58522560e-01\n", - " -8.48967742e-02 -7.34435429e-02 1.61952753e-01 -3.33954934e-01\n", - " -3.40162474e-01 -3.90029088e-02 -3.89026477e-02 -3.45806406e-01\n", - " -1.81013938e-01 1.20839908e-01 -1.78908982e-02 8.41350704e-02\n", - " 4.69103570e-03 5.51888705e-01 1.11237333e-01 3.17256583e-01\n", - " 4.19408917e-01 2.34881948e-01 -5.12964440e-01 -2.29363792e-01\n", - " 2.45479109e-01 -4.25617434e-01 2.79994447e-01 -1.01110578e-01\n", - " -1.15281670e-01 -9.73047809e-02 3.27655680e-02 -2.60009488e-01\n", - " 1.69975425e-01 -5.23176294e-02 2.41635690e-01 5.26033223e-01\n", - " -2.82366771e-01 1.53788678e-02 -1.71221938e-01 -2.91919623e-01\n", - " 2.09977810e-02 -1.21703341e-01 2.74775036e-01 -1.21731932e-02\n", - " -2.08362019e-01 -2.44386944e-01 -1.02903962e-01 -1.86967666e-01\n", - " 1.02887572e-01 4.91194154e-02 2.67296366e-01 4.05096796e-01\n", - " -2.88306372e-01 2.44796174e-01 5.40796267e-03 2.74023746e-02\n", - " 6.15691028e-02 3.46412175e-01 -7.31533291e-01 3.09475211e-01\n", - " -3.24228046e-01 -2.06746701e-01 2.93197414e-01 -6.13617126e-01\n", - " -1.11955514e+00 -2.20728116e-01 -3.02056917e-01 -9.28296098e-02\n", - " -7.28960324e-02 -1.38482584e-01 -5.52040972e-01 3.17851325e-03\n", - " -2.58111884e-01 -2.06574504e-02 6.39255623e-01 7.05876209e-01\n", - " 5.09675936e-03 1.26001441e-01 -1.04908896e-02 1.00788115e-01\n", - " 3.48352080e-01 1.80440785e-01 -3.13360721e-01 -7.03594833e-01\n", - " 2.94070682e-01 1.57748362e-02 1.09205268e-01 5.74285297e-02\n", - " -4.04799042e-01 -5.49202381e-02 -4.72703665e-01 3.17656308e-02\n", - " -6.13021739e-02 -5.84768143e-01 -6.15193881e-01 3.31596837e-01\n", - " -2.27210984e-01 -9.40579929e-03]\n", - "Found 622 total galaxies in catalog for cluster 59302\n", - "[ 0.28198139 -0.09427361 0.45022495 -0.16050412 -0.54927094 -0.58016869\n", - " -0.10290788 -0.53069129 -0.08338951 -0.39278575 -0.27586226 0.33341793\n", - " 0.60249155 -0.06766247 -0.05716552 0.17456554 0.19610757 0.11287448\n", - " 0.4619246 0.15183532 0.50665203 0.19338427 0.09905482 -0.21887791\n", - " 0.34019513 0.29106471 -0.05872421 0.16835089 -0.06758411 0.28341029\n", - " -0.10651477 0.61242123 -0.13148241 -0.06035347 0.18015199 0.01942716\n", - " 0.3020353 -0.34408567 -0.00200049 -0.19273532 0.2864748 -0.02293021\n", - " 0.32868305 0.15184271 0.63329698 -0.37796856 -0.09764238 -0.1542745\n", - " 0.03218005 0.07543087 0.14838595 -0.7521811 -0.52842113 0.49961322\n", - " 0.22714575 0.03949269 0.15854617 -0.00128597 -0.06178901 -0.09160233\n", - " 0.73809207 0.65309771 -0.47907369 0.18024379 -0.21660433 0.25008195\n", - " -0.97603656 0.00723448 -0.06133854 0.480196 0.25663165 0.45056383\n", - " 0.10382368 -0.02978087 -0.20594663 -0.23684974 -0.48956058 -0.0677284\n", - " 0.00467573 -0.16518149 0.12908437 -0.03014792 0.17626386 -0.08186858\n", - " 0.10447369 -0.10777815 0.24880817 0.44234452 0.36909401 0.14231269\n", - " -0.06220433 -0.02347886 0.24610634 0.11134908 0.02473541 0.00348743\n", - " 0.24047602 -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705\n", - " 0.70353935 -0.64539321 0.26278817 -0.39411269 0.27993593 -0.02997445\n", - " 0.42350423 -0.21027237 -0.00476224 0.1307985 0.14144592 -0.26590064\n", - " -0.08597748 -0.01091568 0.43467588 0.02584536 -0.1764528 -0.26703644\n", - " -0.22658026 0.17817805 -0.13878797 -0.04341123 0.44455686 -0.29317833\n", - " 0.16907662 0.25898187 -0.21145343 0.41651161 -0.04547388 -0.24329167\n", - " -0.00288695 -0.42466294 -0.40115811 -0.23353144 -0.17270076 -0.37587737\n", - " 0.55370774 -0.12788435 -0.30051643 0.05153701 0.50971815 0.10664946\n", - " -0.85348321 -0.01928962 -0.26784695 0.40589241 0.15939806 0.11081399\n", - " -0.28810845 0.2298593 0.64478498 -0.11655647 -0.40672256 -0.58286455\n", - " -0.12801189 0.07131783 0.33227331 0.23909264 -0.23620588 -0.06030558\n", - " 0.44904955 0.50240183 0.31097719 -0.33340191 0.0998535 -0.00490598\n", - " 0.08917471 -0.6456662 0.30327284 0.15520685 0.51225527 0.48818978\n", - " 0.2296761 -0.03873786 1.03559094 -0.08255567 0.04642832 0.32373473\n", - " 0.2214239 -0.14305066 0.05910027 -0.06596952 -0.2526311 -0.13749074\n", - " 0.13302719 -0.00270377 -0.01757525 0.45220135 0.20014768 -0.06265121\n", - " -0.14409919 0.16573367 -0.36853201 -0.06629182 0.18805569 -0.3882322\n", - " 0.0691546 0.04009703 -0.2182302 0.06633279 -0.11919668 -0.52955455\n", - " -0.03315316 -0.32243813 0.15925049 0.1921269 -0.46149467 0.0813279\n", - " 0.31760904 0.16027228 0.18999218 -0.09159386 -0.0047224 -0.27918361\n", - " 0.78981834 -0.31935649 0.04198187 0.25204295 -0.37136413 0.25566216\n", - " -0.11283529 -0.30054139 0.27887194 0.51496013 -0.1491137 0.24207707\n", - " 0.35456143 -0.09855049 -0.48714799 -0.00349147 -0.16765788 0.15153627\n", - " 0.32906012 0.27132893 -0.03437923 0.36345961 -0.53534567 -0.06419938\n", - " -0.35727209 0.37453369 0.02862477 -0.30940367 -0.7016124 0.40758784\n", - " 0.2886936 -0.11693672 -0.20397376 0.4838847 -0.40694087 -0.23183956\n", - " 0.61783619 -0.24275999 0.71624778 -0.04851256 0.09743434 0.08020081\n", - " 0.22820985 -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789\n", - " -0.03800425 -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536\n", - " -0.01248452 -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163\n", - " 0.49517426 -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017\n", - " 0.02331328 1.00128851 0.1140784 0.06848525 0.00745635 -0.59196988\n", - " 0.5698269 -0.77582658 0.19018918 -0.54949149 0.27892862 -0.11721174\n", - " 0.01372189 -0.19826843 -0.16820493 0.09408494 0.42709648 0.44531959\n", - " -0.23617979 -0.01771833 0.05673598 0.54348613 -0.42291197 0.00604222\n", - " 0.23991114 -0.1156619 -0.33981177 -0.27535409 -0.0730514 0.08619012\n", - " 0.28103851 0.0759593 0.5787172 -0.29581529 0.40233924 -0.67544697\n", - " -0.27618368 0.0807007 0.47662885 0.80014144 0.0331896 0.01128167\n", - " 0.84118728 -0.00860522 -0.19407331 -0.29067564 0.06681775 -0.66630301\n", - " -0.13487112 0.6073306 -0.17733756 -0.06844052 -0.05078984 -0.32472552\n", - " -0.74783914 -0.28950767 -0.10484004 0.16928471 -0.3158421 -0.75437396\n", - " -0.29700701 -0.06707425 0.24155822 -0.6070033 0.40440298 0.48225626\n", - " -0.36403539 -0.17369476 -0.1402689 0.47232395 0.60337631 0.20819399\n", - " -0.23068501 0.09346703 -0.61638529 -0.13664081 0.42352969 -0.21968719\n", - " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", - " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.07148584\n", - " 0.20449139 -0.21038827 -0.06275295 -0.01737246 -0.13441127 0.28388974\n", - " -0.42624492 0.40878183 0.17816298 -0.59018023 0.00332248 -0.05265709\n", - " -0.00638788 0.30820818 -0.33900044 0.33941315 -0.57128401 0.79917338\n", - " 0.36769866 0.49717718 0.02101731 -0.07320512 -0.24801392 0.0105963\n", - " 0.31622004 -0.04802494 0.08124256 -0.16818379 0.45415854 0.06107316\n", - " 0.31823153 -0.15866534 -0.11144083 -0.28665125 0.22047085 -0.26362738\n", - " -0.07177424 0.49628657 -0.42295375 0.33278329 0.28977293 0.34553862\n", - " 0.57098034 -0.05633348 0.02369362 0.1739338 -0.34227206 -0.27525552\n", - " 0.12538579 0.449764 -0.24946475 -0.55895513 0.17739929 0.06274196\n", - " -0.07408034 -0.12544976 0.00206934 -0.18555698 -0.17727417 0.32015989\n", - " -0.55777228 -0.2232127 0.17613297 -0.19189203 -0.24671479 0.25189502\n", - " 0.20660264 0.07524169 0.41623246 -0.71283104 0.30602709 0.01644355\n", - " 0.07052816 -0.33223808 -0.13506834 -0.07978173 -0.00495612 -0.36030836\n", - " -0.09038704 -0.37699333 -0.18169498 0.47563459 0.00743442 -0.42778468\n", - " 0.24916695 0.28785238 -0.25828662 0.27037893 0.29947667 0.12540593\n", - " -0.57230805 -0.17215418 0.76791478 0.54260941 0.00451269 0.08829456\n", - " -0.49599681 0.12552144 0.29437735 -0.24427217 0.00521472 -0.13823206\n", - " -0.42603578 0.08853049 0.0325564 -0.09971871 0.32521805 0.17957174\n", - " 0.03693578 -0.36513035 -0.38362263 0.2543466 0.57654927 0.52602136\n", - " -0.03275276 0.17764793 -0.31210603 -0.2476294 -0.11811441 0.45679535\n", - " -0.12380013 -0.09616751 -0.24961409 -0.08062807 0.13297211 0.11326318\n", - " 0.41340508 -0.18790088 -0.47464831 0.15100134 0.11081162 0.05093718\n", - " 0.08338737 -0.24053852 0.17821214 -0.21090406 0.20661209 0.02156347\n", - " 0.38202435 -0.36551322 0.22270046 -0.11441994 -0.40599494 -0.23845091\n", - " 0.03097259 -0.79225468 -0.0461534 -0.17194494 -0.51271033 -0.69333947\n", - " -0.10715767 0.10399956 -0.6925749 -0.5450986 0.39353552 -0.27663313\n", - " -0.13487854 -0.80693118 0.0973963 -0.2489656 -0.3762908 0.51416824\n", - " -0.08068194 -0.34819781 0.31418108 -0.3129743 -0.22171023 0.08919813\n", - " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 0.29549733\n", - " -0.13036097 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281\n", - " -0.09733946 -0.24884489 0.21768126 -0.00738029 0.26770758 -0.04257858\n", - " 0.64934433 0.6012541 0.34193981 0.22159095 0.22760763 -0.52321125\n", - " -0.04816206 0.54969506 -0.22052851 0.15482333 0.45673363 -0.10586041\n", - " -0.22419676 0.38532588 0.33503145 -0.24407898 0.09987012 0.53633373\n", - " 0.66201625 0.06799898 -0.10399683 -0.38563003 -0.3175067 0.18451241\n", - " 0.38248772 -0.08040749 -0.63261478 -0.38046399 0.34032383 -0.6625084\n", - " -0.55454228 0.16652604 -0.64649552 0.13287805 -0.27607463 0.13431635\n", - " 0.25907102 0.03548466 -0.02901425 -0.21811736 0.4332871 -0.10841417\n", - " -0.36082228 -0.30657611 -0.03256143 0.56831397 0.02105735 -0.23947836\n", - " -0.48431863 -0.43951148 -0.17336334 0.44250774 -0.09949431 0.18771043\n", - " 0.39373369 0.24748163 0.70702928 0.2749094 -0.32800499 -0.5873423\n", - " -0.20379784 -0.43748237 0.14783709 0.2853825 ]\n", - "Found 1529 total galaxies in catalog for cluster 53335\n", - "[ 0.09921818 0.32074792 0.34609609 ... -0.38182703 0.03097582\n", - " -0.16006497]\n", - "Found 775 total galaxies in catalog for cluster 23919\n", - "[ 2.13578043e-01 -1.15961977e-01 -1.31309799e-01 -3.29638622e-02\n", - " 3.10517446e-01 5.15402118e-03 -3.96587534e-01 -2.33012324e-01\n", - " -1.19760897e-01 6.64215183e-02 -5.24317978e-02 8.34231547e-02\n", - " 1.15324015e-01 -1.72081676e-01 4.28579655e-02 1.96916385e-01\n", - " -2.34622894e-01 -3.60580234e-01 -3.24645310e-01 -2.75189344e-01\n", - " -1.89803001e-02 -1.80380507e-01 2.51905096e-01 -2.87272321e-02\n", - " 1.71534196e-02 2.66667329e-01 5.75157131e-01 5.10114381e-01\n", - " 4.82244366e-01 3.54773284e-01 3.13420372e-01 -9.41625993e-02\n", - " 1.54988957e-02 -2.56281670e-01 6.84968583e-01 -3.55680642e-01\n", - " 5.00992000e-02 4.16302454e-01 -4.22059309e-01 3.12474977e-01\n", - " 3.81426005e-01 5.86886469e-01 5.47168285e-03 -2.60732013e-01\n", - " 2.56409519e-01 -1.18498408e-01 -2.46902085e-01 1.81650253e-01\n", - " -1.90101879e-01 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-2.96216061e-01 -2.09332280e-01 2.35275098e-01\n", - " -1.79251360e-01 1.10862956e-01 2.26436931e-01 2.42606850e-01\n", - " 3.51486256e-01 -5.40816916e-01 3.03389868e-01 -3.55526569e-02\n", - " 1.66326767e-01 1.94661411e-01 1.17315373e-01 -3.46810234e-01\n", - " -4.54448506e-02 -7.31635633e-01 -3.88206836e-02 -1.67631299e-01\n", - " 1.64760601e-01 -3.99582062e-01 5.31643850e-02 -3.36132725e-02\n", - " -2.00992709e-01 4.28711297e-01 3.88070300e-01 2.19547166e-01\n", - " -1.82569561e-02 -2.58134995e-01 8.44571821e-02 2.25543321e-01\n", - " -1.53290143e-01 -2.31306765e-01 1.17463708e-01 4.07263881e-01\n", - " -3.79275964e-01 2.42066903e-01 -3.20678611e-01 -5.94705318e-02\n", - " -1.00731166e-01 -1.75887072e-01 2.51062035e-01]\n", - "Found 4541 total galaxies in catalog for cluster 16567\n", - "[ 0.40144142 0.2089247 0.17266089 ... -0.06819804 0.0441848\n", - " -0.23963409]\n", - "Found 2743 total galaxies in catalog for cluster 41321\n", - "[-0.66162172 -0.24215948 -0.64894538 ... -0.10618633 0.02656581\n", - " -0.32176661]\n", - "Found 492 total galaxies in catalog for cluster 52141\n", - "[-2.49765184e-02 -1.20213714e-01 -2.70253694e-01 3.06238952e-01\n", - " 6.22974677e-03 3.66433928e-01 2.36843213e-01 5.80632274e-02\n", - " 2.63893352e-01 2.13289049e-01 3.56856928e-01 -2.12644042e-01\n", - " 3.83666464e-01 8.43150265e-02 -7.81390120e-02 -2.15053479e-01\n", - " -1.77599652e-02 3.56467827e-01 -3.68136933e-01 -7.03601685e-02\n", - " -1.61948856e-01 -5.25949364e-02 2.12041076e-01 4.60290106e-02\n", - " 2.32956230e-01 -3.07137468e-01 -2.07118346e-01 -5.91419841e-01\n", - " 3.67746179e-01 6.41436508e-01 2.69599338e-01 7.63905458e-01\n", - " -4.20281201e-01 9.44870256e-03 6.01530416e-01 -5.93219403e-02\n", - " -2.17125700e-01 1.35783029e-01 -8.93230406e-02 -1.80012822e-01\n", - " -2.65218337e-01 1.88610071e-01 4.35727281e-01 5.01202959e-01\n", - " -2.37337275e-01 -5.43141975e-05 -6.29284498e-01 -6.16965665e-02\n", - " 4.70037613e-01 2.90838111e-01 -7.07203418e-02 -1.65197997e-02\n", - " 2.32431636e-01 -2.59173134e-01 1.06649073e-01 -4.75228539e-01\n", - " 4.10994596e-01 4.54437776e-01 -4.84688226e-02 2.55751180e-01\n", - " 1.13073583e-01 2.97365063e-01 -3.21251547e-01 -1.49166815e-01\n", - " 2.59918226e-01 2.66794776e-01 -7.53377817e-02 -1.44669168e-01\n", - " -1.77192423e-01 2.91581263e-01 -8.81725085e-04 3.15266728e-02\n", - " 2.91327257e-01 -1.06196392e-02 -6.49560716e-02 -2.07656114e-01\n", - " -1.40637158e-01 1.51580103e-01 1.00477603e-01 -1.11294362e-01\n", - " 4.08067575e-01 -4.79902598e-01 -5.32804466e-01 3.20164781e-01\n", - " -3.29108327e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", - " -5.09190666e-01 3.37617138e-01 2.10275109e-01 -4.44383785e-01\n", - " 1.13373106e-01 -1.72347369e-01 -3.20640018e-01 -3.07277145e-01\n", - " -8.08659138e-03 -4.39120922e-02 -5.19920038e-01 -3.59081903e-01\n", - " 5.41263940e-01 1.09294953e-01 -2.24767777e-01 -2.74104920e-01\n", - " -4.90907508e-01 3.15899278e-01 1.68199478e-01 1.25701132e-01\n", - " 4.25376954e-01 -1.69133381e-01 1.26618447e-01 -4.12192081e-01\n", - " -5.15084398e-02 -2.74536077e-01 -1.41819760e-01 5.33813975e-01\n", - " 1.99366444e-01 2.27249070e-01 4.79397054e-01 5.89844484e-05\n", - " 3.69576867e-02 -2.80343072e-01 4.04987601e-01 -1.92630740e-01\n", - " -3.25934006e-02 -3.60694621e-02 -9.15579191e-03 2.03596589e-01\n", - " 2.21979030e-01 -1.72218659e-01 -1.71294601e-01 2.01169475e-01\n", - " 2.51860343e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", - " -2.59791974e-01 2.44491648e-01 -6.15047486e-01 2.32536039e-01\n", - " -2.22251264e-01 -2.75015978e-01 4.24332834e-02 6.93559676e-02\n", - " -3.14343380e-01 -3.17186023e-01 3.66805243e-01 4.35436847e-01\n", - " 3.64999399e-01 5.21674957e-01 -1.09780796e-01 6.89130287e-02\n", - " 1.71711468e-01 2.84271190e-01 -2.61131575e-01 -1.85419220e-01\n", - " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", - " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", - " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 1.18880604e-01\n", - " 4.07569854e-01 -6.81787137e-01 1.51448017e-01 1.92799165e-01\n", - " -5.36218516e-02 3.94301712e-02 -3.65260741e-02 1.51585816e-02\n", - " 2.47051692e-01 1.57805245e-01 8.69978425e-01 1.50474125e-01\n", - " 4.47281140e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", - " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", - " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", - " 2.85040776e-01 3.61266601e-01 2.66090586e-01 8.34683104e-03\n", - " -3.63512642e-01 5.53708965e-01 -2.58505495e-01 8.81540401e-02\n", - " -5.42109493e-01 4.12258734e-01 3.14216105e-01 5.12472600e-01\n", - " 1.30278866e-01 -3.49224746e-01 2.50176959e-01 1.26971845e-01\n", - " -4.68310967e-01 1.24310377e-01 8.30235627e-02 2.55160227e-01\n", - " -2.40986423e-01 3.91974675e-01 6.60360475e-02 2.13747953e-01\n", - " -3.99561572e-01 -6.92255788e-01 -1.63728374e-01 -2.97647517e-01\n", - " 2.47068833e-01 3.03471616e-01 -2.64852749e-01 8.85174463e-02\n", - " 1.45715178e-01 3.98430772e-01 4.33591824e-01 4.52333178e-01\n", - " -1.48419932e-01 -2.19191275e-01 3.43360432e-01 -1.31421654e-01\n", - " -1.49166803e-01 -1.92958706e-01 1.15474126e-01 6.01020545e-01\n", - " 3.18672384e-01 1.14239570e-01 -6.82628325e-01 -2.01464524e-02\n", - " 1.17934940e-01 5.20799015e-02 -1.13942098e+00 -5.63030219e-02\n", - " -4.18572846e-02 -1.19843045e-01 3.63728272e-01 -1.32498725e-01\n", - " -5.16175287e-01 -2.08620502e-01 -7.35240745e-01 3.24926589e-01\n", - " 3.93828341e-01 6.87223179e-01 -4.72948073e-02 -1.10361259e-02\n", - " 5.30783135e-01 1.55113670e-01 1.43326133e-01 -1.71056053e-01\n", - " -1.22872076e-01 2.81384844e-02 -6.17441379e-02 2.07384936e-02\n", - " -2.68485521e-01 4.68472316e-01 -3.86596320e-01 4.45247850e-01\n", - " 4.86102703e-01 -6.19279247e-01 -4.69556275e-01 4.86223519e-01\n", - " 2.39354528e-01 2.39302038e-01 2.33997552e-01 4.45484672e-01\n", - " -2.64225472e-01 2.22683996e-01 3.83943560e-01 -2.32054052e-02\n", - " 2.61769392e-01 9.53702369e-02 1.15801699e-01 2.62527831e-01\n", - " -7.64658073e-02 5.33537373e-01 3.36616618e-01 3.86966321e-01\n", - " 5.98052266e-01 2.06759360e-01 -1.44101762e-01 2.10181097e-01\n", - " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", - " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", - " -6.48773592e-01 -1.79526154e-01 -3.29658738e-01 -5.57228790e-01\n", - " 2.79462845e-01 -3.94914597e-03 -2.63385536e-01 8.29324204e-01\n", - " 2.37231522e-01 8.37763589e-01 -3.00912693e-01 -4.20259697e-01\n", - " 1.54961282e-01 -8.60035818e-02 2.32178988e-01 5.93353305e-02\n", - " -4.80078810e-01 1.07422990e-01 -4.36701546e-01 4.13344377e-01\n", - " -1.58888932e-01 -3.59229758e-01 -4.17328058e-01 1.92005679e-01\n", - " 5.36666215e-01 5.30034150e-01 1.84776971e-01 2.62347154e-01\n", - " -2.41910415e-01 -6.35698459e-01 -3.47494183e-01 5.34225310e-01\n", - " 2.43435223e-01 -2.83676563e-01 -1.30874481e-01 9.46973462e-02\n", - " -1.88493048e-02 -1.56890014e-01 5.11022267e-02 6.48387940e-01\n", - " -2.72804223e-01 6.07522286e-01 -3.71239525e-01 -2.10626795e-01\n", - " 4.94806703e-02 -8.84129604e-02 -3.24501144e-01 -2.09509918e-01\n", - " 3.43759434e-01 -3.92417402e-01 -7.42985075e-02 2.97974353e-01\n", - " -1.02761075e-01 -2.16270363e-01 -2.38287635e-01 -1.13685275e-01\n", - " -1.27049356e-01 -4.40224282e-01 3.87510820e-01 -1.68653818e-02\n", - " 4.49051852e-01 3.09895989e-02 3.85612333e-01 -5.79324259e-01\n", - " -5.60514154e-01 1.16616949e-01 2.79427666e-02 6.66893407e-02\n", - " -3.02843778e-01 -3.46694500e-01 -3.84701160e-01 3.60311484e-01\n", - " 1.52753814e-01 5.01229527e-01 -1.73918874e-01 2.66202265e-01\n", - " -2.08270675e-03 1.10054668e-01 -8.26184074e-01 3.12984778e-01\n", - " -3.12989690e-02 -4.43385814e-02 3.86676960e-01 -5.02726612e-01\n", - " 7.02721924e-02 2.15791283e-01 -4.46954478e-01 8.34947263e-01\n", - " -1.29450525e-01 -2.93510832e-01 2.84363258e-01 -6.61954039e-01\n", - " -1.68176555e-01 -1.72157576e-01 -4.75289657e-01 -3.99899556e-02\n", - " 2.85052401e-01 4.00064410e-01 2.64690433e-01 2.37683363e-01\n", - " 2.88702001e-01 5.18483573e-01 2.31732992e-01 -2.76751355e-02\n", - " 4.44016533e-04 -1.12145639e-02 2.82768153e-01 -3.13070992e-01\n", - " -2.02829395e-02 4.30493023e-01 3.78878204e-01 -4.10482925e-01\n", - " -4.90912408e-01 1.88549415e-01 -7.04793173e-01 8.90452635e-03\n", - " -6.33022646e-02 3.35805846e-01 4.46517441e-01 3.27943543e-01\n", - " 4.72754813e-01 4.98134514e-01 5.26447239e-02 2.19893662e-01\n", - " 1.55302029e-01 -1.19801301e-01 6.65261375e-02 -1.01574557e-01\n", - " -3.49992686e-01 5.27695197e-01 2.26004877e-01 1.50112486e-01\n", - " 3.45805666e-01 -3.39501383e-01 -5.20106555e-01 -3.14519208e-01\n", - " 4.87172587e-01 -4.36035550e-01 5.66649855e-01 1.66969524e-01\n", - " 3.36258611e-01 -5.75334459e-02 -2.96172387e-02 -5.79424651e-01\n", - " -8.04597561e-02 2.21192724e-01 -1.84772811e-01 5.22038995e-03\n", - " -2.29602658e-01 6.60662368e-02 -2.83020146e-02 -2.03033035e-01\n", - " -3.73395307e-01 2.21503263e-01 -6.28760588e-01 -2.38386847e-01\n", - " -4.55686541e-03 4.38873624e-01 -4.75834883e-02 -3.32695498e-01\n", - " 1.77603802e-01 1.64736714e-02 -1.93081677e-01 1.97832726e-01\n", - " 2.64282618e-01 1.94827335e-01 1.03604566e-01 -3.27956570e-01\n", - " -8.12307426e-02 2.64906022e-01 -4.29629729e-01 -1.18179006e-01\n", - " -2.28505654e-01 -3.73452490e-01 -3.53983599e-01 1.77091364e-02\n", - " 2.20917979e-01 2.29760530e-01 4.22849655e-01 -9.65144916e-03\n", - " 1.54853784e-01 -5.04497049e-02 9.43316912e-01 3.64099114e-01\n", - " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02\n", - " -1.46150882e-01 4.96634900e-02 -2.22114634e-01 -2.26913377e-02]\n", - "Found 2979 total galaxies in catalog for cluster 52451\n", - "[-0.12921791 -0.0266431 0.12997363 ... -0.0441815 0.09085065\n", - " 0.10740707]\n", - "Found 1698 total galaxies in catalog for cluster 51057\n", - "[ 0.15337845 -0.29599364 -0.05570932 ... -0.26017787 0.40571457\n", - " -0.19426954]\n", - "Found 2364 total galaxies in catalog for cluster 14210\n", - "[-0.43551318 0.34327786 0.03758073 ... -0.24344883 0.18379\n", - " -0.08611869]\n", - "Found 3421 total galaxies in catalog for cluster 33410\n", - "[-0.65782052 -0.42910735 0.11264948 ... -0.37206719 0.14518521\n", - " -0.28379434]\n", - "Found 3449 total galaxies in catalog for cluster 78132\n", - "[ 0.63997062 0.21978368 0.78885077 ... -0.26750286 0.18975939\n", - " -0.31499258]\n" + "cluster_z and type 0.49929956 \n" + ] + }, + { + "ename": "TypeError", + "evalue": "object of type 'numpy.float32' has no len()", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[11], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m mean_ds \u001b[38;5;241m=\u001b[39m \u001b[43mrun_different_options\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mzmean\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mzmean\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mmean_ds\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2\u001b[0m mode_ds \u001b[38;5;241m=\u001b[39m run_different_options(\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mzmode\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mzmode\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmode_ds\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 3\u001b[0m pdf_ds \u001b[38;5;241m=\u001b[39m run_different_options(\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpdf_ds\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "Cell \u001b[0;32mIn[10], line 27\u001b[0m, in \u001b[0;36mrun_different_options\u001b[0;34m(delta_sigma, weight_criterion, cut_criterion, name, shape)\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mrun_different_options\u001b[39m(delta_sigma, weight_criterion, cut_criterion, name, shape\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[1;32m 4\u001b[0m step2 \u001b[38;5;241m=\u001b[39m txpipe\u001b[38;5;241m.\u001b[39mextensions\u001b[38;5;241m.\u001b[39mCLClusterShearCatalogs\u001b[38;5;241m.\u001b[39mmake_stage(\n\u001b[1;32m 5\u001b[0m \u001b[38;5;66;03m# Shear catalog, as before\u001b[39;00m\n\u001b[1;32m 6\u001b[0m shear_catalog\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdata/example/inputs/metadetect_shear_catalog.hdf5\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 25\u001b[0m use_shape_noise \u001b[38;5;241m=\u001b[39m shape,\n\u001b[1;32m 26\u001b[0m )\n\u001b[0;32m---> 27\u001b[0m \u001b[43mstep2\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 28\u001b[0m step2\u001b[38;5;241m.\u001b[39mfinalize()\n\u001b[1;32m 29\u001b[0m final_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmy_cluster_shear_catalog_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.hdf5\u001b[39m\u001b[38;5;124m\"\u001b[39m\n", + "File \u001b[0;32m/global/u2/e/edujb/TXPipe/txpipe/extensions/cluster_counts/sources_select_compute.py:139\u001b[0m, in \u001b[0;36mCLClusterShearCatalogs.run\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 136\u001b[0m \u001b[38;5;66;03m# Compute source quantities\u001b[39;00m\n\u001b[1;32m 137\u001b[0m \u001b[38;5;66;03m#weights = self.compute_weights(clmm_cosmo, data, gal_index, cluster_z)\u001b[39;00m\n\u001b[1;32m 138\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcluster_z and type\u001b[39m\u001b[38;5;124m\"\u001b[39m, cluster_z, \u001b[38;5;28mtype\u001b[39m(cluster_z))\n\u001b[0;32m--> 139\u001b[0m weights, tangential_comp, cross_comp, g1, g2 \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompute_sources_quantities\u001b[49m\u001b[43m(\u001b[49m\u001b[43mclmm_cosmo\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mgal_index\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcluster_z\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcluster_ra\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcluster_dec\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 140\u001b[0m \u001b[38;5;66;03m# we want to save the index into the overall shear catalog,\u001b[39;00m\n\u001b[1;32m 141\u001b[0m \u001b[38;5;66;03m# not just into this chunk of data\u001b[39;00m\n\u001b[1;32m 142\u001b[0m global_index \u001b[38;5;241m=\u001b[39m data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124moriginal_index\u001b[39m\u001b[38;5;124m\"\u001b[39m][gal_index]\n", + "File \u001b[0;32m/global/u2/e/edujb/TXPipe/txpipe/extensions/cluster_counts/sources_select_compute.py:407\u001b[0m, in \u001b[0;36mCLClusterShearCatalogs.compute_sources_quantities\u001b[0;34m(self, clmm_cosmo, data, index, z_cluster, ra_cluster, dec_cluster)\u001b[0m\n\u001b[1;32m 405\u001b[0m z_source \u001b[38;5;241m=\u001b[39m z_info[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 406\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_deltasigma:\n\u001b[0;32m--> 407\u001b[0m sigma_c \u001b[38;5;241m=\u001b[39m \u001b[43mclmm_cosmo\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43meval_sigma_crit\u001b[49m\u001b[43m(\u001b[49m\u001b[43mz_cluster\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mz_source\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 408\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 409\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNot implemented \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcriterion\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m weighting\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/cosmology/parent_class.py:468\u001b[0m, in \u001b[0;36mCLMMCosmology.eval_sigma_crit\u001b[0;34m(self, z_len, z_src)\u001b[0m\n\u001b[1;32m 466\u001b[0m validate_argument(\u001b[38;5;28mlocals\u001b[39m(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mz_len\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28mfloat\u001b[39m, argmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m, eqmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 467\u001b[0m validate_argument(\u001b[38;5;28mlocals\u001b[39m(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mz_src\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfloat_array\u001b[39m\u001b[38;5;124m\"\u001b[39m, argmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m, eqmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m--> 468\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_eval_sigma_crit\u001b[49m\u001b[43m(\u001b[49m\u001b[43mz_len\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mz_len\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mz_src\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mz_src\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/cosmology/parent_class.py:110\u001b[0m, in \u001b[0;36mCLMMCosmology._eval_sigma_crit\u001b[0;34m(self, z_len, z_src)\u001b[0m\n\u001b[1;32m 105\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m_eval_sigma_crit\u001b[39m(\u001b[38;5;28mself\u001b[39m, z_len, z_src):\n\u001b[1;32m 106\u001b[0m warning_msg \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 107\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mSome source redshifts are lower than the cluster redshift.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 108\u001b[0m \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mSigma_crit = np.inf for those galaxies.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 109\u001b[0m )\n\u001b[0;32m--> 110\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mcompute_for_good_redshifts\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 111\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_eval_sigma_crit_core\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 112\u001b[0m \u001b[43m \u001b[49m\u001b[43mz_len\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 113\u001b[0m \u001b[43m \u001b[49m\u001b[43mz_src\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 114\u001b[0m \u001b[43m \u001b[49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 115\u001b[0m \u001b[43m \u001b[49m\u001b[43mz1_arg_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mz_len\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 116\u001b[0m \u001b[43m \u001b[49m\u001b[43mz2_arg_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mz_src\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 117\u001b[0m \u001b[43m \u001b[49m\u001b[43mwarning_message\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mwarning_msg\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 118\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/redshift/tools.py:119\u001b[0m, in \u001b[0;36mcompute_for_good_redshifts\u001b[0;34m(function, z1, z2, bad_value, warning_message, z1_arg_name, z2_arg_name, r_proj, **kwargs)\u001b[0m\n\u001b[1;32m 117\u001b[0m res \u001b[38;5;241m=\u001b[39m bad_value\n\u001b[1;32m 118\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 119\u001b[0m res \u001b[38;5;241m=\u001b[39m \u001b[43mfunction\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 120\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m res\n", + "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/cosmology/ccl.py:116\u001b[0m, in \u001b[0;36mCCLCosmology._eval_sigma_crit_core\u001b[0;34m(self, z_len, z_src)\u001b[0m\n\u001b[1;32m 113\u001b[0m a_len \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_a_from_z(z_len)\n\u001b[1;32m 114\u001b[0m a_src \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_a_from_z(z_src)\n\u001b[0;32m--> 116\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbe_cosmo\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msigma_critical\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma_lens\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43ma_len\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43ma_source\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43ma_src\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;241m*\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcor_factor\n", + "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/pyccl/background.py:389\u001b[0m, in \u001b[0;36msigma_critical\u001b[0;34m(cosmo, a_lens, a_source)\u001b[0m\n\u001b[1;32m 368\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Returns the critical surface mass density.\u001b[39;00m\n\u001b[1;32m 369\u001b[0m \n\u001b[1;32m 370\u001b[0m \u001b[38;5;124;03m.. math::\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 386\u001b[0m \u001b[38;5;124;03m of :math:`M_{\\\\odot}/{\\\\rm Mpc}^2`\u001b[39;00m\n\u001b[1;32m 387\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 388\u001b[0m Ds \u001b[38;5;241m=\u001b[39m angular_diameter_distance(cosmo, a_source, a2\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[0;32m--> 389\u001b[0m Dl \u001b[38;5;241m=\u001b[39m \u001b[43mangular_diameter_distance\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcosmo\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43ma_lens\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43ma2\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m 390\u001b[0m Dls \u001b[38;5;241m=\u001b[39m angular_diameter_distance(cosmo, a_lens, a_source)\n\u001b[1;32m 391\u001b[0m A \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 392\u001b[0m physical_constants\u001b[38;5;241m.\u001b[39mCLIGHT\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m2\u001b[39m\n\u001b[1;32m 393\u001b[0m \u001b[38;5;241m*\u001b[39m physical_constants\u001b[38;5;241m.\u001b[39mMPC_TO_METER\n\u001b[1;32m 394\u001b[0m \u001b[38;5;241m/\u001b[39m (\u001b[38;5;241m4.0\u001b[39m \u001b[38;5;241m*\u001b[39m np\u001b[38;5;241m.\u001b[39mpi \u001b[38;5;241m*\u001b[39m physical_constants\u001b[38;5;241m.\u001b[39mGNEWT\n\u001b[1;32m 395\u001b[0m \u001b[38;5;241m*\u001b[39m physical_constants\u001b[38;5;241m.\u001b[39mSOLAR_MASS)\n\u001b[1;32m 396\u001b[0m )\n", + "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/pyccl/background.py:186\u001b[0m, in \u001b[0;36mangular_diameter_distance\u001b[0;34m(cosmo, a1, a2)\u001b[0m\n\u001b[1;32m 180\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _vectorize_fn5(lib\u001b[38;5;241m.\u001b[39mangular_diameter_distance,\n\u001b[1;32m 181\u001b[0m lib\u001b[38;5;241m.\u001b[39mangular_diameter_distance_vec,\n\u001b[1;32m 182\u001b[0m cosmo, \u001b[38;5;241m1.\u001b[39m, a1)\n\u001b[1;32m 183\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 184\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _vectorize_fn5(lib\u001b[38;5;241m.\u001b[39mangular_diameter_distance,\n\u001b[1;32m 185\u001b[0m lib\u001b[38;5;241m.\u001b[39mangular_diameter_distance_vec,\n\u001b[0;32m--> 186\u001b[0m cosmo, np\u001b[38;5;241m.\u001b[39mones(\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43ma1\u001b[49m\u001b[43m)\u001b[49m), a1)\n", + "\u001b[0;31mTypeError\u001b[0m: object of type 'numpy.float32' has no len()" ] } ], @@ -18521,7 +429,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "d14189ad-0523-4603-8ae2-e5cf44f2da34", "metadata": { "tags": [] @@ -18542,27 +450,10 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "9279a694-03c0-4222-b297-aef4c44823c7", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "my_cluster_shear_catalog_mean_ds.hdf5\n", - "my_cluster_shear_catalog_mode_ds.hdf5\n", - "my_cluster_shear_catalog_pdf_ds.hdf5\n", - "my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", - "my_cluster_shear_catalog_nz_gamma.hdf5\n", - "my_cluster_shear_catalog_nz_gamma_shape.hdf5\n", - "my_cluster_shear_catalog_mean_gamma.hdf5\n", - "my_cluster_shear_catalog_mode_gamma.hdf5\n", - "my_cluster_shear_catalog_pdf_gamma.hdf5\n", - "[, , , , , , , , ]\n" - ] - } - ], + "outputs": [], "source": [ "combined_list = [run_combined_cluster_per_name(name) for name in all_runs_names]\n", "print(combined_list)" @@ -18570,31 +461,10 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "dae202ed-1843-42c6-93fa-b2d486cbd4fb", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "bg_cat_list = [ccc.get_background_shear_catalog(0) for ccc in combined_list]\n", "all_runs_names = [mean_ds, mode_ds, pdf_ds, pdf_ds_shape, nz_gamma, mean_gamma, mode_gamma, pdf_gamma]\n", @@ -18611,28 +481,10 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "bca9e89f", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "odict_keys(['cluster_id', 'cluster_index', 'cross_comp', 'distance_arcmin', 'g1', 'g2', 'source_index', 'tangential_comp', 'weight', 'true_g1', 'true_g2'])\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "bg_cat_list = [ccc.get_background_shear_catalog(0) for ccc in combined_list]\n", "\n", @@ -18667,19 +519,10 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "f999eeea", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Options for this pipeline and their defaults:\n", - "{'zedge': [0.2, 0.4, 0.6, 0.8, 1.0], 'richedge': [5.0, 10.0, 20.0], 'initial_size': 100000, 'chunk_rows': 100000}\n" - ] - } - ], + "outputs": [], "source": [ "print(\"Options for this pipeline and their defaults:\")\n", "print(txpipe.extensions.CLClusterBinningRedshiftRichness.config_options)\n", @@ -18709,19 +552,10 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "b452e198", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Options for this pipeline and their defaults:\n", - "{'r_min': 0.2, 'r_max': 3.0, 'nbins': 5, 'angle_arcmin_min': 25.0, 'angle_arcmin_max': 45.0, 'delta_sigma_profile': True, 'shear_profile': False, 'magnification_profile': False}\n" - ] - } - ], + "outputs": [], "source": [ "print(\"Options for this pipeline and their defaults:\")\n", "print(txpipe.extensions.CLClusterEnsembleProfiles.config_options)\n", @@ -18746,49 +580,10 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "df5e4d5c", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "my_cluster_shear_catalog_mean_ds.hdf5\n", - "[0.2 0.34375439 0.59083539 1.01551128 1.74543228 3. ]\n", - "221371 221371 221371\n", - "celestial\n", - "bin_zbin_0_richbin_0 {'rich_max': 10.0, 'rich_min': 5.0, 'z_max': 0.4, 'z_min': 0.2} 5 ra dec ... richness id \n", - "------------------ ------------------- ... ----------------- -------\n", - " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", - "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", - " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", - " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", - " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", - "Ncluster 5\n", - "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6868 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('cosmo', None)])\n" - ] - }, - { - "ename": "KeyError", - "evalue": "'w_l'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[17], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m test_ensemble \u001b[38;5;241m=\u001b[39m [run_different_options_ensemble(\u001b[38;5;28;01mNone\u001b[39;00m, run) \u001b[38;5;28;01mfor\u001b[39;00m run \u001b[38;5;129;01min\u001b[39;00m all_runs_names]\n", - "Cell \u001b[0;32mIn[17], line 1\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[0;32m----> 1\u001b[0m test_ensemble \u001b[38;5;241m=\u001b[39m [\u001b[43mrun_different_options_ensemble\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrun\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m run \u001b[38;5;129;01min\u001b[39;00m all_runs_names]\n", - "Cell \u001b[0;32mIn[16], line 15\u001b[0m, in \u001b[0;36mrun_different_options_ensemble\u001b[0;34m(delta_sigma, name)\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(name)\n\u001b[1;32m 5\u001b[0m step3 \u001b[38;5;241m=\u001b[39m txpipe\u001b[38;5;241m.\u001b[39mextensions\u001b[38;5;241m.\u001b[39mCLClusterEnsembleProfiles\u001b[38;5;241m.\u001b[39mmake_stage(\n\u001b[1;32m 6\u001b[0m shear_catalog\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdata/example/inputs/metadetect_shear_catalog.hdf5\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 7\u001b[0m fiducial_cosmology\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m./data/fiducial_cosmology.yml\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 13\u001b[0m cluster_profiles \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcluster_profiles_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.pkl\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 14\u001b[0m )\n\u001b[0;32m---> 15\u001b[0m \u001b[43mstep3\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 16\u001b[0m step3\u001b[38;5;241m.\u001b[39mfinalize()\n\u001b[1;32m 17\u001b[0m final_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcluster_profiles_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.pkl\u001b[39m\u001b[38;5;124m\"\u001b[39m\n", - "File \u001b[0;32m/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/make_ensemble_profile.py:74\u001b[0m, in \u001b[0;36mCLClusterEnsembleProfiles.run\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 69\u001b[0m \u001b[38;5;66;03m# load cluster catalog as an astropy table\u001b[39;00m\n\u001b[1;32m 70\u001b[0m \u001b[38;5;66;03m#clusters = self.load_cluster_catalog()\u001b[39;00m\n\u001b[1;32m 72\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelta_sigma_profile\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m==\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m---> 74\u001b[0m cluster_stack_dict \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_cluster_catalog_tomography_group\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m \n\u001b[1;32m 76\u001b[0m pickle\u001b[38;5;241m.\u001b[39mdump(cluster_stack_dict, \u001b[38;5;28mopen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_output(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcluster_profiles\u001b[39m\u001b[38;5;124m\"\u001b[39m), \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mwb\u001b[39m\u001b[38;5;124m'\u001b[39m))\n\u001b[1;32m 78\u001b[0m \u001b[38;5;66;03m#cluster_stack.save(self.get_output(\"cluster_profiles\"))\u001b[39;00m\n", - "File \u001b[0;32m/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/make_ensemble_profile.py:215\u001b[0m, in \u001b[0;36mCLClusterEnsembleProfiles.load_cluster_catalog_tomography_group\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 212\u001b[0m \u001b[38;5;28mprint\u001b[39m(key, group, \u001b[38;5;28mdict\u001b[39m(group\u001b[38;5;241m.\u001b[39mattrs), \u001b[38;5;28mlen\u001b[39m(clusters), clusters)\n\u001b[1;32m 214\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(clusters)\u001b[38;5;241m>\u001b[39m\u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m--> 215\u001b[0m cluster_stack \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate_cluster_ensemble\u001b[49m\u001b[43m(\u001b[49m\u001b[43mclusters\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcluster_ensemble_id\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 216\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m :\n\u001b[1;32m 217\u001b[0m cluster_stack \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n", - "File \u001b[0;32m/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/make_ensemble_profile.py:173\u001b[0m, in \u001b[0;36mCLClusterEnsembleProfiles.create_cluster_ensemble\u001b[0;34m(self, cluster_list, cluster_ensemble_id)\u001b[0m\n\u001b[1;32m 160\u001b[0m bin_units \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124marcmin\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 161\u001b[0m gc_object\u001b[38;5;241m.\u001b[39mmake_radial_profile(\n\u001b[1;32m 162\u001b[0m bin_units, \n\u001b[1;32m 163\u001b[0m bins\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mradial_bins,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 171\u001b[0m include_empty_bins \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m \n\u001b[1;32m 172\u001b[0m )\n\u001b[0;32m--> 173\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m np\u001b[38;5;241m.\u001b[39misnan(\u001b[43mgc_object\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgalcat\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mW_l\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m)\u001b[38;5;241m.\u001b[39mall():\n\u001b[1;32m 174\u001b[0m \u001b[38;5;28mprint\u001b[39m(gc_object\u001b[38;5;241m.\u001b[39mgalcat[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtangential_comp_clmm\u001b[39m\u001b[38;5;124m'\u001b[39m], gc_object\u001b[38;5;241m.\u001b[39mz, gc_object\u001b[38;5;241m.\u001b[39munique_id)\n\u001b[1;32m 177\u001b[0m \u001b[38;5;66;03m# Quick check - Print out the profile information for the first 2 cluster of the list\u001b[39;00m\n\u001b[1;32m 178\u001b[0m \u001b[38;5;66;03m#if cluster_index == 0 or cluster_index == 1:\u001b[39;00m\n\u001b[1;32m 179\u001b[0m \u001b[38;5;66;03m#if cluster_index <2: \u001b[39;00m\n\u001b[1;32m 180\u001b[0m \u001b[38;5;66;03m# print(gc_object.profile)\u001b[39;00m\n\u001b[1;32m 181\u001b[0m \n\u001b[1;32m 182\u001b[0m \u001b[38;5;66;03m# Add the profile to the ensemble\u001b[39;00m\n", - "File \u001b[0;32m/sps/lsst/users/ebarroso/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/gcdata.py:149\u001b[0m, in \u001b[0;36mGCData.__getitem__\u001b[0;34m(self, item)\u001b[0m\n\u001b[1;32m 147\u001b[0m name_dict \u001b[38;5;241m=\u001b[39m {n\u001b[38;5;241m.\u001b[39mlower(): n \u001b[38;5;28;01mfor\u001b[39;00m n \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolnames}\n\u001b[1;32m 148\u001b[0m item \u001b[38;5;241m=\u001b[39m item\u001b[38;5;241m.\u001b[39mlower()\n\u001b[0;32m--> 149\u001b[0m item \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mjoin([name_dict[i] \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m item\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m)])\n\u001b[1;32m 150\u001b[0m out \u001b[38;5;241m=\u001b[39m APtable\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__getitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, item)\n\u001b[1;32m 151\u001b[0m \u001b[38;5;66;03m# sub cols or sub rows\u001b[39;00m\n", - "File \u001b[0;32m/sps/lsst/users/ebarroso/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/gcdata.py:149\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m 147\u001b[0m name_dict \u001b[38;5;241m=\u001b[39m {n\u001b[38;5;241m.\u001b[39mlower(): n \u001b[38;5;28;01mfor\u001b[39;00m n \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolnames}\n\u001b[1;32m 148\u001b[0m item \u001b[38;5;241m=\u001b[39m item\u001b[38;5;241m.\u001b[39mlower()\n\u001b[0;32m--> 149\u001b[0m item \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mjoin([\u001b[43mname_dict\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m item\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m)])\n\u001b[1;32m 150\u001b[0m out \u001b[38;5;241m=\u001b[39m APtable\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__getitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, item)\n\u001b[1;32m 151\u001b[0m \u001b[38;5;66;03m# sub cols or sub rows\u001b[39;00m\n", - "\u001b[0;31mKeyError\u001b[0m: 'w_l'" - ] - } - ], + "outputs": [], "source": [ "test_ensemble = [run_different_options_ensemble(None, run) for run in all_runs_names]" ] @@ -18845,7 +640,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python (txpipe_clp)", + "display_name": "Txpipe_clp", "language": "python", "name": "txpipe_clp" }, diff --git a/txpipe/extensions/cluster_counts/make_ensemble_profile.py b/txpipe/extensions/cluster_counts/make_ensemble_profile.py index e3d4617f1..0333ea8a1 100644 --- a/txpipe/extensions/cluster_counts/make_ensemble_profile.py +++ b/txpipe/extensions/cluster_counts/make_ensemble_profile.py @@ -36,6 +36,7 @@ class CLClusterEnsembleProfiles(CLClusterShearCatalogs): "delta_sigma_profile" : True, "shear_profile" : False, "magnification_profile" : False, + "units": "mpc" # options are mpc or arcmin #coordinate_system for shear #"coordinate_system" : 'euclidean' #Must be either 'celestial' or 'euclidean' } @@ -46,14 +47,14 @@ def run(self): import h5py import clmm import clmm.cosmology.ccl - if self.config["shear_profile"]: + if self.config["units"].lower()== "mpc": bin_min = self.config["angle_arcmin_min"] bin_max = self.config["angle_arcmin_max"] else: bin_min = self.config["r_min"] bin_max = self.config["r_max"] - self.radial_bins = clmm.dataops.make_bins(bin_min, bin_max, nbins=self.config["nbins"], method="evenlog10width") - print (self.radial_bins) + self.distance_bins = clmm.dataops.make_bins(bin_min, bin_max, nbins=self.config["nbins"], method="evenlog10width") + print (self.distance_bins) self.cluster_shears_cat, self.coordinate_system = self.load_cluster_shear_catalog() @@ -69,18 +70,10 @@ def run(self): # load cluster catalog as an astropy table #clusters = self.load_cluster_catalog() - if self.config["delta_sigma_profile"]==True: - - cluster_stack_dict = self.load_cluster_catalog_tomography_group() - - pickle.dump(cluster_stack_dict, open(self.get_output("cluster_profiles"), 'wb')) - - #cluster_stack.save(self.get_output("cluster_profiles")) - elif self.config["shear_profile"]==True: - pass - else : - print("Config option not supported, only delta_sigma_profiles and shear_profiles supported") + cluster_stack_dict = self.load_cluster_catalog_tomography_group() + pickle.dump(cluster_stack_dict, open(self.get_output("cluster_profiles"), 'wb')) + print(cluster_stack_dict) def load_cluster_shear_catalog(self) : @@ -96,19 +89,20 @@ def load_cluster_shear_catalog(self) : source_index = g['source_index'][:] weight = g['weight'][:] distance_arcmin = g['distance_arcmin'][:] + profile_type = g.attrs["profile_type"] print(len(cluster_index), len(tangential_comp), len(source_index)) tab = Table({"cluster_index": cluster_index, "cluster_id" : cluster_id, "tangential_comp_clmm": tangential_comp, "cross_comp_clmm": cross_comp, "source_index": source_index, - "weight_clmm": weight, "distance_arcmin": distance_arcmin}) + "weight_clmm": weight, "distance_arcmin": distance_arcmin, "profile_type": profile_type}) return tab, meta_coord_sys - def create_cluster_ensemble(self, cluster_list, cluster_ensemble_id=0): + def create_cluster_ensemble(self, cluster_list, cluster_ensemtble_id=0): import clmm # load cluster shear catalog using similar astropy table set up as cluster catalog @@ -150,17 +144,13 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemble_id=0): gc_object.richness = rich_cl - if (clmm.utils.convert_units(np.max(bg_cat["distance_arcmin"]), 'arcmin', 'Mpc', z_cl, self.clmm_cosmo)< self.radial_bins[-1]): - print ("!!! maximum radial distance of source smaller than radial_bins") + if (clmm.utils.convert_units(np.max(bg_cat["distance_arcmin"]), 'arcmin', 'Mpc', z_cl, self.clmm_cosmo)< self.distance_bins[-1]): + print ("!!! maximum radial distance of source smaller than distance_bins") # Compute radial profile for the current cluster - if self.config["delta_sigma_profile"]: - bin_units = 'Mpc' - elif self.config["shear_profile"]: - bin_units = 'arcmin' gc_object.make_radial_profile( - bin_units, - bins=self.radial_bins, + self.units, + bins=self.distance_bins, cosmo=self.clmm_cosmo, tan_component_in = "tangential_comp_clmm", # name given in the CLClusterShearCatalogs stage cross_component_in = "cross_comp_clmm", # name given in the CLClusterShearCatalogs stage diff --git a/txpipe/extensions/cluster_counts/sources_select_compute.py b/txpipe/extensions/cluster_counts/sources_select_compute.py index d853ace5b..96664a551 100644 --- a/txpipe/extensions/cluster_counts/sources_select_compute.py +++ b/txpipe/extensions/cluster_counts/sources_select_compute.py @@ -31,7 +31,7 @@ class CLClusterShearCatalogs(PipelineStage): "max_radius": 10.0, # Mpc "delta_z": 0.1, "redshift_cut_criterion": "zmode", # pdf / mean / true / median - "redshift_weight_criterion": "zmode", # pdf, point or nz + "redshift_weight_criterion": "zmode", # pdf or point "redshift_cut_criterion_pdf_fraction": 0.9, # pdf / mean / true / median "subtract_mean_shear": False, # Not clear if this is useful for clusters "coordinate_system": "celestial", @@ -124,16 +124,6 @@ def run(self): elif redshift_cut_criterion in ["ztrue", "zmode", "zmean"]: zgal = z_info[0] z_good = zgal > cluster_z + delta_z - elif redshift_cut_criterion == 'nz': - with self.open_input("shear_tomography_catalog") as f: - nbins = f['tomography'].attrs['nbin'] - zbins = [(f['tomography'].attrs[f'zmin_{i}'], f['tomography'].attrs[f'zmax_{i}'])for i in range(nbins)] - cluster_bin = -1 - for i, (zmin, zmax) in enumerate(zbins): - if zmin < cluster_z <= zmax: - cluster_bin = i - bin_gal = data["bin"][gal_index] - z_good = bin_gal > cluster_bin else: raise NotImplementedError("Not implemented other z cuts") @@ -145,6 +135,7 @@ def run(self): # Compute source quantities #weights = self.compute_weights(clmm_cosmo, data, gal_index, cluster_z) + print("cluster_z and type", cluster_z, type(cluster_z)) weights, tangential_comp, cross_comp, g1, g2 = self.compute_sources_quantities(clmm_cosmo, data, gal_index, cluster_z, cluster_ra, cluster_dec) # we want to save the index into the overall shear catalog, # not just into this chunk of data @@ -190,6 +181,10 @@ def run(self): index_group.create_dataset("g1", shape=(total_count,), dtype=np.float64) index_group.create_dataset("g2", shape=(total_count,), dtype=np.float64) index_group.create_dataset("distance_arcmin", shape=(total_count,), dtype=np.float64) + profile_group_name = "reduced_shear" + if self.config['delta_sigma'] == True: + profile_group_name = "delta_sigma" + index_group.attrs["profile_type"] = profile_group_name # Now we loop through each cluster and collect all the galaxies @@ -270,10 +265,9 @@ def run(self): index_group["g1"][start:start + n] = g1 index_group["g2"][start:start + n] = g2 index_group["distance_arcmin"][start:start + n] = np.degrees(distances) * 60 - print(index_group["tangential_comp"][start:start + n]) + print(index_group["tangential_comp"][start:start + n]) start += n - if self.rank == 0: outfile.close() @@ -411,8 +405,6 @@ def compute_sources_quantities(self, clmm_cosmo, data, index, z_cluster, ra_clus z_source = z_info[0] if is_deltasigma: sigma_c = clmm_cosmo.eval_sigma_crit(z_cluster, z_source) - elif criterion == "nz": - pass else: raise NotImplementedError(f"Not implemented {criterion} weighting") @@ -601,8 +593,6 @@ def get_z_gal_good(self, criterion, data, gal_index): zgal = data["redshift"][gal_index] elif criterion == "zmean": zgal = data["zmean"][gal_index] - elif criterion == "nz": - pass else: raise NotImplementedError("Not implemented other z cuts") return (zgal, pdf_z) From 9468ec629c29ea6b0f2cf4241cc321c96f08b4ac Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Thu, 25 Sep 2025 16:11:30 +0200 Subject: [PATCH 04/12] Cleaned and tested reduced shear --- .../tangential_shear_selection.ipynb | 15650 +++++++++++++++- .../cluster_counts/make_ensemble_profile.py | 7 +- 2 files changed, 15616 insertions(+), 41 deletions(-) diff --git a/notebooks/cluster_counts/tangential_shear_selection.ipynb b/notebooks/cluster_counts/tangential_shear_selection.ipynb index 42a82c9d4..bb4d526f1 100644 --- a/notebooks/cluster_counts/tangential_shear_selection.ipynb +++ b/notebooks/cluster_counts/tangential_shear_selection.ipynb @@ -57,7 +57,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/ceci/__init__.py:12: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", + "/sps/lsst/users/ebarroso/conda_envs/txpipe_clp/lib/python3.10/site-packages/ceci/__init__.py:12: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", " from pkg_resources import DistributionNotFound\n" ] } @@ -97,7 +97,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -106,7 +106,7 @@ } ], "source": [ - "my_txpipe_dir = \"/global/u2/e/edujb/TXPipe\"\n", + "my_txpipe_dir = \"/sps/lsst/users/ebarroso/TXPipe\"\n", "os.chdir(my_txpipe_dir)\n", "import importlib\n", "import txpipe\n", @@ -225,7 +225,7 @@ "output_type": "stream", "text": [ "Keys: \n", - "[np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), np.int32(0), 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3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3]\n", "9099\n", "\n", "0.7\n" @@ -374,27 +374,15569 @@ "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "cluster_z and type 0.49929956 \n" - ] - }, - { - "ename": "TypeError", - "evalue": "object of type 'numpy.float32' has no len()", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[11], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m mean_ds \u001b[38;5;241m=\u001b[39m \u001b[43mrun_different_options\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mzmean\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mzmean\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mmean_ds\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2\u001b[0m mode_ds \u001b[38;5;241m=\u001b[39m run_different_options(\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mzmode\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mzmode\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmode_ds\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 3\u001b[0m pdf_ds \u001b[38;5;241m=\u001b[39m run_different_options(\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpdf\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpdf_ds\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", - "Cell \u001b[0;32mIn[10], line 27\u001b[0m, in \u001b[0;36mrun_different_options\u001b[0;34m(delta_sigma, weight_criterion, cut_criterion, name, shape)\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mrun_different_options\u001b[39m(delta_sigma, weight_criterion, cut_criterion, name, shape\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[1;32m 4\u001b[0m step2 \u001b[38;5;241m=\u001b[39m txpipe\u001b[38;5;241m.\u001b[39mextensions\u001b[38;5;241m.\u001b[39mCLClusterShearCatalogs\u001b[38;5;241m.\u001b[39mmake_stage(\n\u001b[1;32m 5\u001b[0m \u001b[38;5;66;03m# Shear catalog, as before\u001b[39;00m\n\u001b[1;32m 6\u001b[0m shear_catalog\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdata/example/inputs/metadetect_shear_catalog.hdf5\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 25\u001b[0m use_shape_noise \u001b[38;5;241m=\u001b[39m shape,\n\u001b[1;32m 26\u001b[0m )\n\u001b[0;32m---> 27\u001b[0m \u001b[43mstep2\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 28\u001b[0m step2\u001b[38;5;241m.\u001b[39mfinalize()\n\u001b[1;32m 29\u001b[0m final_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmy_cluster_shear_catalog_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.hdf5\u001b[39m\u001b[38;5;124m\"\u001b[39m\n", - "File \u001b[0;32m/global/u2/e/edujb/TXPipe/txpipe/extensions/cluster_counts/sources_select_compute.py:139\u001b[0m, in \u001b[0;36mCLClusterShearCatalogs.run\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 136\u001b[0m \u001b[38;5;66;03m# Compute source quantities\u001b[39;00m\n\u001b[1;32m 137\u001b[0m \u001b[38;5;66;03m#weights = self.compute_weights(clmm_cosmo, data, gal_index, cluster_z)\u001b[39;00m\n\u001b[1;32m 138\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcluster_z and type\u001b[39m\u001b[38;5;124m\"\u001b[39m, cluster_z, \u001b[38;5;28mtype\u001b[39m(cluster_z))\n\u001b[0;32m--> 139\u001b[0m weights, tangential_comp, cross_comp, g1, g2 \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompute_sources_quantities\u001b[49m\u001b[43m(\u001b[49m\u001b[43mclmm_cosmo\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mgal_index\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcluster_z\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcluster_ra\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcluster_dec\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 140\u001b[0m \u001b[38;5;66;03m# we want to save the index into the overall shear catalog,\u001b[39;00m\n\u001b[1;32m 141\u001b[0m \u001b[38;5;66;03m# not just into this chunk of data\u001b[39;00m\n\u001b[1;32m 142\u001b[0m global_index \u001b[38;5;241m=\u001b[39m data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124moriginal_index\u001b[39m\u001b[38;5;124m\"\u001b[39m][gal_index]\n", - "File \u001b[0;32m/global/u2/e/edujb/TXPipe/txpipe/extensions/cluster_counts/sources_select_compute.py:407\u001b[0m, in \u001b[0;36mCLClusterShearCatalogs.compute_sources_quantities\u001b[0;34m(self, clmm_cosmo, data, index, z_cluster, ra_cluster, dec_cluster)\u001b[0m\n\u001b[1;32m 405\u001b[0m z_source \u001b[38;5;241m=\u001b[39m z_info[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 406\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_deltasigma:\n\u001b[0;32m--> 407\u001b[0m sigma_c \u001b[38;5;241m=\u001b[39m \u001b[43mclmm_cosmo\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43meval_sigma_crit\u001b[49m\u001b[43m(\u001b[49m\u001b[43mz_cluster\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mz_source\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 408\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 409\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNot implemented \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcriterion\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m weighting\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", - "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/cosmology/parent_class.py:468\u001b[0m, in \u001b[0;36mCLMMCosmology.eval_sigma_crit\u001b[0;34m(self, z_len, z_src)\u001b[0m\n\u001b[1;32m 466\u001b[0m validate_argument(\u001b[38;5;28mlocals\u001b[39m(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mz_len\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28mfloat\u001b[39m, argmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m, eqmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 467\u001b[0m validate_argument(\u001b[38;5;28mlocals\u001b[39m(), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mz_src\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfloat_array\u001b[39m\u001b[38;5;124m\"\u001b[39m, argmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m, eqmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m--> 468\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_eval_sigma_crit\u001b[49m\u001b[43m(\u001b[49m\u001b[43mz_len\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mz_len\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mz_src\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mz_src\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/cosmology/parent_class.py:110\u001b[0m, in \u001b[0;36mCLMMCosmology._eval_sigma_crit\u001b[0;34m(self, z_len, z_src)\u001b[0m\n\u001b[1;32m 105\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m_eval_sigma_crit\u001b[39m(\u001b[38;5;28mself\u001b[39m, z_len, z_src):\n\u001b[1;32m 106\u001b[0m warning_msg \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 107\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mSome source redshifts are lower than the cluster redshift.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 108\u001b[0m \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mSigma_crit = np.inf for those galaxies.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 109\u001b[0m )\n\u001b[0;32m--> 110\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mcompute_for_good_redshifts\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 111\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_eval_sigma_crit_core\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 112\u001b[0m \u001b[43m \u001b[49m\u001b[43mz_len\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 113\u001b[0m \u001b[43m \u001b[49m\u001b[43mz_src\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 114\u001b[0m \u001b[43m \u001b[49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 115\u001b[0m \u001b[43m \u001b[49m\u001b[43mz1_arg_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mz_len\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 116\u001b[0m \u001b[43m \u001b[49m\u001b[43mz2_arg_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mz_src\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 117\u001b[0m \u001b[43m \u001b[49m\u001b[43mwarning_message\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mwarning_msg\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 118\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/redshift/tools.py:119\u001b[0m, in \u001b[0;36mcompute_for_good_redshifts\u001b[0;34m(function, z1, z2, bad_value, warning_message, z1_arg_name, z2_arg_name, r_proj, **kwargs)\u001b[0m\n\u001b[1;32m 117\u001b[0m res \u001b[38;5;241m=\u001b[39m bad_value\n\u001b[1;32m 118\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 119\u001b[0m res \u001b[38;5;241m=\u001b[39m \u001b[43mfunction\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 120\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m res\n", - "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/clmm/cosmology/ccl.py:116\u001b[0m, in \u001b[0;36mCCLCosmology._eval_sigma_crit_core\u001b[0;34m(self, z_len, z_src)\u001b[0m\n\u001b[1;32m 113\u001b[0m a_len \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_a_from_z(z_len)\n\u001b[1;32m 114\u001b[0m a_src \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_a_from_z(z_src)\n\u001b[0;32m--> 116\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbe_cosmo\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msigma_critical\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma_lens\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43ma_len\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43ma_source\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43ma_src\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;241m*\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcor_factor\n", - "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/pyccl/background.py:389\u001b[0m, in \u001b[0;36msigma_critical\u001b[0;34m(cosmo, a_lens, a_source)\u001b[0m\n\u001b[1;32m 368\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Returns the critical surface mass density.\u001b[39;00m\n\u001b[1;32m 369\u001b[0m \n\u001b[1;32m 370\u001b[0m \u001b[38;5;124;03m.. math::\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 386\u001b[0m \u001b[38;5;124;03m of :math:`M_{\\\\odot}/{\\\\rm Mpc}^2`\u001b[39;00m\n\u001b[1;32m 387\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 388\u001b[0m Ds \u001b[38;5;241m=\u001b[39m angular_diameter_distance(cosmo, a_source, a2\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[0;32m--> 389\u001b[0m Dl \u001b[38;5;241m=\u001b[39m \u001b[43mangular_diameter_distance\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcosmo\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43ma_lens\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43ma2\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m 390\u001b[0m Dls \u001b[38;5;241m=\u001b[39m angular_diameter_distance(cosmo, a_lens, a_source)\n\u001b[1;32m 391\u001b[0m A \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 392\u001b[0m physical_constants\u001b[38;5;241m.\u001b[39mCLIGHT\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m2\u001b[39m\n\u001b[1;32m 393\u001b[0m \u001b[38;5;241m*\u001b[39m physical_constants\u001b[38;5;241m.\u001b[39mMPC_TO_METER\n\u001b[1;32m 394\u001b[0m \u001b[38;5;241m/\u001b[39m (\u001b[38;5;241m4.0\u001b[39m \u001b[38;5;241m*\u001b[39m np\u001b[38;5;241m.\u001b[39mpi \u001b[38;5;241m*\u001b[39m physical_constants\u001b[38;5;241m.\u001b[39mGNEWT\n\u001b[1;32m 395\u001b[0m \u001b[38;5;241m*\u001b[39m physical_constants\u001b[38;5;241m.\u001b[39mSOLAR_MASS)\n\u001b[1;32m 396\u001b[0m )\n", - "File \u001b[0;32m/global/cfs/projectdirs/lsst/groups/CL/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.10/site-packages/pyccl/background.py:186\u001b[0m, in \u001b[0;36mangular_diameter_distance\u001b[0;34m(cosmo, a1, a2)\u001b[0m\n\u001b[1;32m 180\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _vectorize_fn5(lib\u001b[38;5;241m.\u001b[39mangular_diameter_distance,\n\u001b[1;32m 181\u001b[0m lib\u001b[38;5;241m.\u001b[39mangular_diameter_distance_vec,\n\u001b[1;32m 182\u001b[0m cosmo, \u001b[38;5;241m1.\u001b[39m, a1)\n\u001b[1;32m 183\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 184\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _vectorize_fn5(lib\u001b[38;5;241m.\u001b[39mangular_diameter_distance,\n\u001b[1;32m 185\u001b[0m lib\u001b[38;5;241m.\u001b[39mangular_diameter_distance_vec,\n\u001b[0;32m--> 186\u001b[0m cosmo, np\u001b[38;5;241m.\u001b[39mones(\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43ma1\u001b[49m\u001b[43m)\u001b[49m), a1)\n", - "\u001b[0;31mTypeError\u001b[0m: object of type 'numpy.float32' has no len()" + "cluster_z and type 0.49929956 \n", + "cluster_z and type 0.64601874 \n", + "cluster_z and type 0.6410095 \n", + "cluster_z and type 0.6587467 \n", + "cluster_z and type 0.8156214 \n", + "cluster_z and type 0.6254669 \n", + "cluster_z and type 0.8727886 \n", + "cluster_z and type 0.5422798 \n", + "cluster_z and type 0.77666825 \n", + "cluster_z and type 0.33334264 \n", + "cluster_z and type 0.72671944 \n", + "cluster_z and type 0.46572214 \n", + "cluster_z and type 1.035111 \n", + "cluster_z and type 0.9868597 \n", + "cluster_z and type 0.48154548 \n", + "cluster_z and type 0.34901306 \n", + "cluster_z and type 0.660803 \n", + "cluster_z and type 0.5489526 \n", + "cluster_z and type 0.5732822 \n", + "cluster_z and type 0.48545152 \n", + "cluster_z and type 0.48073718 \n", + "cluster_z and type 0.5205169 \n", + "cluster_z and type 0.45513922 \n", + "cluster_z and type 0.37233016 \n", + "cluster_z and type 0.72563916 \n", + "cluster_z and type 0.25462273 \n", + "cluster_z and type 0.549555 \n", + "cluster_z and type 0.71684 \n", + "cluster_z and type 0.56993246 \n", + "cluster_z and type 0.6154449 \n", + "cluster_z and type 1.0356219 \n", + "cluster_z and type 1.0020661 \n", + "cluster_z and type 0.23431362 \n", + "cluster_z and type 0.5927657 \n", + "cluster_z and type 0.6087652 \n", + "cluster_z and type 0.6046681 \n", + "cluster_z and type 0.50011617 \n", + "cluster_z and type 0.593976 \n", + "cluster_z and type 0.8731144 \n", + "cluster_z and type 0.592247 \n", + "cluster_z and type 0.43162814 \n", + "cluster_z and type 0.51871866 \n", + "cluster_z and type 0.34493634 \n", + "cluster_z and type 0.43753046 \n", + "cluster_z and type 0.6061629 \n", + "cluster_z and type 0.71660864 \n", + "cluster_z and type 0.8984475 \n", + "cluster_z and type 0.86106193 \n", + "cluster_z and type 0.57198143 \n", + "cluster_z and type 0.48342547 \n", + "cluster_z and type 0.24044088 \n", + "cluster_z and type 0.6384199 \n", + "cluster_z and type 0.45206454 \n", + "cluster_z and type 0.7653682 \n", + "cluster_z and type 0.4100084 \n", + "cluster_z and type 0.9812018 \n", + "cluster_z and type 0.99775815 \n", + "cluster_z and type 0.8671669 \n", + "cluster_z and type 1.0477397 \n", + "cluster_z and type 0.49412334 \n", + "cluster_z and type 0.596166 \n", + "cluster_z and type 0.9101417 \n", + "cluster_z and type 0.5932099 \n", + "cluster_z and type 0.7193937 \n", + "cluster_z and type 0.653051 \n", + "cluster_z and type 0.53016365 \n", + "cluster_z and type 0.46268275 \n", + "cluster_z and type 0.84439105 \n", + "cluster_z and type 1.1292421 \n", + "cluster_z and type 0.28674597 \n", + "cluster_z and type 0.7892001 \n", + "cluster_z and type 0.5305519 \n", + "cluster_z and type 0.62169576 \n", + "cluster_z and type 0.61630654 \n", + "cluster_z and type 1.0183831 \n", + "Process 0 done reading\n", + "Overall pair count = 221371\n", + "Collecting data for cluster 0\n", + "Found 3035 total galaxies in catalog for cluster 11\n", + "[ 8.57795374e+14 3.71745337e+14 1.32789098e+15 ... -4.65330606e+14\n", + " -1.25828866e+14 -4.40769673e+12]\n", + "Found 2765 total galaxies in catalog for cluster 827\n", + "[ 8.56142370e+14 -9.42738317e+14 1.32092850e+15 ... -6.99887821e+13\n", + " -3.98482756e+14 3.04006288e+14]\n", + "Found 2730 total galaxies in catalog for cluster 1985\n", + "[ 2.71510908e+14 -7.21286932e+14 -8.49625088e+13 ... 2.12518402e+14\n", + " -2.80574567e+14 -2.34073629e+14]\n", + "Found 2652 total galaxies in catalog for cluster 1632\n", + "[ 8.86305060e+14 -8.19634621e+14 7.89625557e+14 ... -2.88405112e+14\n", + " -4.13829396e+14 6.79810427e+14]\n", + "Found 1137 total galaxies in catalog for cluster 2453\n", + "[ 5.37435763e+14 -2.44775345e+15 -1.39518706e+15 ... 7.29421042e+14\n", + " 1.63199697e+14 3.56325347e+14]\n", + "Found 4221 total galaxies in catalog for cluster 2678\n", + "[ 3.18819907e+14 -2.32654018e+14 -1.09162785e+14 ... 9.12337650e+13\n", + " 3.34915536e+14 6.85344506e+14]\n", + "Found 1446 total galaxies in catalog for cluster 4643\n", + "[ 2.68890280e+14 1.20340153e+15 -1.05566579e+15 ... -3.51935815e+14\n", + " 1.10045020e+15 -9.99545056e+13]\n", + "Found 677 total galaxies in catalog for cluster 5084\n", + "[-1.03462467e+14 3.86242918e+15 -1.13484013e+15 4.83917451e+14\n", + " 3.46839483e+14 -2.12718738e+15 3.76630282e+14 5.71389075e+14\n", + " 3.20434717e+15 2.39438040e+15 -1.25346653e+15 -1.24333145e+15\n", + " -4.13274078e+15 2.54644526e+15 4.35648498e+14 5.68351082e+15\n", + " -3.99462689e+14 2.30066479e+15 1.17437740e+15 -1.33680000e+15\n", + " -3.30897160e+15 -1.19174401e+15 1.24148868e+15 2.36361082e+15\n", + " -1.57086411e+15 2.59396453e+14 2.47329222e+15 -2.45665453e+15\n", + " -6.22931216e+14 2.27034876e+14 1.81477469e+15 1.91713358e+14\n", + " 3.43342526e+14 5.13742183e+15 -2.02724149e+15 1.07494745e+15\n", + " -1.49762918e+15 2.49155448e+15 -6.83865421e+14 -2.24962712e+15\n", + " 1.74604453e+14 1.29339932e+15 -2.36924063e+15 3.83765125e+15\n", + " 1.46037021e+15 -1.36787140e+15 -5.06117698e+13 -1.88476206e+14\n", + " -1.88283772e+15 3.95011413e+15 4.09063461e+14 3.45312704e+15\n", + " -1.89103538e+15 -6.22075325e+15 -1.01029833e+14 4.45306490e+14\n", + " 3.23567496e+15 3.01938008e+15 -6.24345565e+14 7.07112246e+15\n", + " -2.66677987e+15 2.80130296e+15 2.54046769e+15 -2.41594220e+15\n", + " -2.74688097e+14 7.94165658e+14 3.40426477e+15 -1.29231587e+15\n", + " 8.72896588e+14 3.73590739e+15 -7.31718003e+14 -3.72212668e+13\n", + " 4.93048305e+15 5.21880830e+15 1.41763449e+15 5.48392381e+15\n", + " -3.39818222e+15 -1.94167708e+15 -5.31035788e+14 2.22585510e+15\n", + " 3.84084256e+13 2.84567900e+15 1.30991784e+13 -1.72227481e+15\n", + " -3.58427370e+14 -1.09809623e+15 -2.19418168e+14 -4.53899970e+15\n", + " -4.33683320e+15 -3.88871941e+15 -2.12073990e+14 -1.06340034e+15\n", + " -4.63894429e+15 -8.50033681e+14 3.52741569e+15 -1.19226696e+15\n", + " 9.80077120e+14 4.59198753e+15 -6.59163159e+14 2.03943206e+15\n", + " 1.58945683e+14 -8.64973434e+14 -1.21848917e+14 2.59340906e+15\n", + " -2.81608597e+15 3.02364305e+15 1.58589382e+15 -6.59382467e+14\n", + " 2.33953231e+14 -1.23736709e+15 -4.00352858e+15 -3.09904049e+14\n", + " -2.87814306e+15 -9.91388354e+13 3.99579667e+15 4.28657331e+15\n", + " 1.53172377e+15 9.71456962e+14 2.03359039e+15 -1.51829913e+15\n", + " -6.88125750e+15 -1.73372811e+15 1.81177387e+15 -1.76367999e+15\n", + " -3.13839135e+15 -1.20760047e+15 -3.01650968e+15 6.50944725e+14\n", + " 3.06504120e+14 -1.00464984e+15 -1.20942535e+15 -1.87077004e+15\n", + " -5.14114703e+14 2.19754053e+15 1.91293398e+15 1.12181086e+15\n", + " -1.14424853e+15 7.45046015e+15 -5.78956371e+14 -2.62653637e+15\n", + " -4.27027108e+15 -2.40183463e+15 1.25242922e+15 -1.16232818e+15\n", + " -1.80367379e+15 -7.24843402e+14 6.02643293e+14 -1.09640461e+14\n", + " 1.31908155e+15 1.66905169e+15 -1.67122868e+15 -2.08151214e+15\n", + " -1.76651380e+15 4.03316686e+15 2.42478476e+14 -2.62722483e+15\n", + " 2.74389633e+14 4.83061015e+15 -2.42068201e+13 -2.10447059e+15\n", + " -5.17301439e+15 4.32930361e+14 6.84225005e+14 -5.96152308e+14\n", + " 3.94616555e+14 -2.04062285e+15 2.86448067e+14 5.93788196e+14\n", + " 7.07963448e+13 -7.20003986e+14 4.88839283e+15 1.48476770e+15\n", + " 5.98437907e+14 5.70616647e+14 -8.11737487e+14 1.12159208e+15\n", + " 2.95775751e+15 -8.59938505e+14 8.22307748e+14 -6.33996241e+14\n", + " -2.19160674e+15 7.16330449e+15 2.35565401e+15 -2.07493065e+14\n", + " 5.98504828e+15 2.50111939e+15 1.96630149e+15 -4.37655403e+14\n", + " -7.18301640e+14 9.92550423e+14 -1.47889773e+15 -1.33492991e+15\n", + " -5.69308418e+15 -3.56267895e+15 -2.18391701e+15 6.65184436e+14\n", + " 6.64389198e+14 5.18175617e+13 -1.74681910e+15 1.61908915e+14\n", + " -3.41507994e+14 -4.16469427e+14 2.13989244e+15 4.00881565e+15\n", + " 1.93441264e+15 -2.54590486e+15 4.77297941e+14 7.34078225e+12\n", + " -1.28407443e+14 5.93815814e+15 -5.98423547e+15 -4.74391124e+14\n", + " -6.79413242e+15 1.45438058e+15 1.41077056e+15 2.84844698e+15\n", + " 2.37470996e+15 7.37878361e+14 -6.28794068e+14 7.40889950e+15\n", + " -1.21470935e+15 -6.01283604e+14 -5.50344013e+14 -6.79695138e+14\n", + " 7.41874973e+14 -6.54560387e+14 1.03326848e+15 -8.27374632e+15\n", + " -1.68351500e+15 -1.78248997e+15 6.83235730e+15 -2.68986429e+15\n", + " -1.64252344e+15 -2.11130212e+15 -9.14156859e+14 1.02240468e+15\n", + " -1.58485903e+15 3.38145056e+15 4.27956797e+14 -1.23635453e+15\n", + " 8.47857240e+14 5.21538169e+15 -4.32733831e+15 2.55562843e+15\n", + " 5.96377628e+14 2.97990745e+15 -2.77664799e+15 -1.61807972e+15\n", + " 2.81466277e+15 7.98510116e+14 -8.20037314e+14 2.13709632e+15\n", + " -3.58251833e+14 -4.69637764e+15 -8.26597063e+14 -3.26443777e+15\n", + " -3.15618513e+15 4.27537039e+13 -1.92705112e+14 -2.54876495e+14\n", + " -4.05740135e+15 -3.66986841e+15 7.80723399e+14 -5.55463483e+14\n", + " 2.87713779e+15 -4.31356533e+15 9.18334181e+13 2.00201875e+15\n", + " -1.91638941e+15 -6.68252660e+14 2.63706482e+14 -1.95651104e+15\n", + " 2.50637044e+15 -5.10940516e+13 -9.31030565e+14 6.51997584e+15\n", + " -2.41387235e+15 1.00906694e+15 -4.60621132e+14 -3.28304793e+14\n", + " 1.34603087e+15 8.92971400e+14 4.19494842e+15 -9.20914601e+14\n", + " -1.88595179e+15 -4.05016624e+14 -2.53678476e+15 -5.30146852e+15\n", + " -1.37593933e+15 -2.59593968e+13 1.77196494e+14 -3.56485645e+15\n", + " 8.05286651e+15 2.36052107e+15 3.50073270e+15 -5.84937041e+15\n", + " -8.01096742e+14 9.39104132e+14 -1.50170025e+15 2.81271349e+15\n", + " -1.73995321e+15 2.22255150e+15 1.46509422e+15 2.91416599e+15\n", + " 1.17674885e+14 5.16908406e+15 7.28291784e+14 4.49851961e+14\n", + " 1.82271758e+15 -6.60849533e+15 7.62938301e+14 -3.26558340e+15\n", + " -4.76972490e+14 -2.10899528e+15 -3.54024365e+15 -2.31707859e+15\n", + " -8.22803088e+14 -3.01913744e+15 3.02544314e+15 -2.86327002e+15\n", + " 1.88115958e+15 -2.36089903e+15 7.30855691e+14 3.95212503e+14\n", + " 1.68301213e+15 -3.91758695e+14 1.67533434e+15 7.10382408e+14\n", + " 7.71142204e+14 -1.10013430e+15 1.22452909e+15 -1.55162594e+15\n", + " -3.66641500e+15 1.85756958e+15 3.95071992e+15 -3.02890013e+15\n", + " -1.63042398e+14 -1.52051356e+15 1.82540023e+15 -2.45438420e+14\n", + " -1.18395000e+15 -1.17332282e+15 -1.22354871e+15 3.72951387e+15\n", + " 2.12861048e+15 -1.09399409e+15 2.15415725e+14 5.33181775e+14\n", + " -2.63057691e+15 -4.51477003e+15 1.84452661e+15 1.36719672e+15\n", + " -6.25072529e+15 -1.97831916e+14 -1.78166138e+14 4.85084507e+14\n", + " 1.65529538e+15 -1.73582318e+15 1.03261386e+15 1.89058113e+15\n", + " 3.06559323e+15 2.83716045e+15 -3.68658589e+14 -3.60017109e+15\n", + " 3.02208239e+15 3.87996449e+14 -4.98068734e+14 -9.87368401e+14\n", + " 7.40666932e+15 -2.80712556e+15 -2.31209306e+15 -2.26817203e+15\n", + " -1.55846433e+15 1.93598273e+14 -6.01473208e+14 -4.18906867e+15\n", + " -3.11356756e+15 7.44912841e+15 -2.31529669e+14 -4.97060688e+14\n", + " 1.23003681e+15 -1.69489308e+15 -6.87056466e+14 -1.81039067e+15\n", + " -2.21388568e+15 8.69882740e+14 -9.48089252e+14 6.03420305e+14\n", + " 7.99371755e+14 8.77228676e+14 3.85521611e+15 1.19838712e+14\n", + " -3.70124512e+15 -3.87484921e+15 -1.38499528e+14 4.46821951e+14\n", + " 6.05095411e+15 1.52683713e+15 -1.31115702e+14 1.56230210e+15\n", + " 3.30738785e+15 2.24664659e+15 -4.73652807e+14 3.57227225e+14\n", + " -1.64069313e+15 -1.31163300e+15 2.66596625e+15 8.91257056e+14\n", + " 2.54720881e+15 -4.30367628e+15 5.85472523e+14 -4.67910798e+15\n", + " -3.16584284e+15 -4.82206281e+15 1.78997361e+15 -9.06701611e+14\n", + " 4.47634132e+14 -3.28794449e+14 -1.78233715e+14 -1.08099387e+15\n", + " -9.59265767e+14 1.38414706e+15 -9.69610203e+14 -1.64237608e+15\n", + " -3.94027499e+15 2.14773080e+14 -4.05403057e+14 1.46719854e+15\n", + " 9.68228655e+14 1.18633471e+15 4.77473751e+14 7.78759526e+14\n", + " 2.39526217e+15 7.00199199e+14 2.13407986e+15 -2.08346233e+14\n", + " -1.97361809e+15 -1.64267761e+15 2.97242077e+13 3.13696517e+14\n", + " -3.87399717e+14 2.40883059e+15 1.03279441e+15 -3.39061919e+14\n", + " -2.34073538e+14 1.44588090e+14 -1.30273163e+14 2.86316253e+14\n", + " 2.82888405e+15 2.55774074e+15 -8.38490232e+15 6.25868020e+14\n", + " 8.45148278e+13 -5.18618078e+14 5.39438407e+15 7.69774868e+15\n", + " -2.58407477e+14 -1.12186258e+15 3.35814176e+14 1.52350098e+15\n", + " 1.03621294e+15 -6.67463363e+14 -4.44755130e+14 1.68960151e+14\n", + " -8.03322199e+14 5.29222058e+14 -1.84262529e+14 2.94847500e+15\n", + " 1.57452308e+15 1.44995227e+15 1.52826360e+15 -1.73068608e+15\n", + " -9.11951481e+14 -3.98597357e+15 -8.97289770e+14 -4.64234244e+14\n", + " -1.53745179e+15 5.46588764e+14 2.12078780e+15 1.61521607e+15\n", + " 2.21792035e+15 2.08132310e+15 6.46199528e+14 2.75385906e+15\n", + " -2.56672081e+15 7.78891186e+14 -1.88460056e+15 3.24672998e+14\n", + " 1.00255262e+15 7.03109088e+14 -6.92226446e+14 6.68817836e+14\n", + " -1.04972539e+15 -4.68976882e+14 1.51727242e+14 1.21382721e+15\n", + " -9.35479736e+14 -1.32806803e+14 -6.89123251e+13 1.65210192e+14\n", + " 8.60815603e+14 -1.06850678e+15 1.98192628e+15 -2.34686653e+15\n", + " 1.15908062e+15 5.64793181e+15 6.76999294e+14 -1.16884738e+15\n", + " -2.17865489e+15 1.76007584e+15 -1.48175275e+15 -2.13528765e+14\n", + " -2.57285663e+14 -9.11269990e+14 9.11579612e+14 -1.08389416e+15\n", + " -1.01382263e+15 -1.23671933e+15 7.11652628e+14 -3.33264691e+15\n", + " -1.28525867e+15 8.50271501e+14 3.05409694e+14 1.91045588e+15\n", + " 2.19238651e+15 -1.81231388e+15 -2.03879053e+15 -5.76363002e+14\n", + " 2.80723836e+14 -2.33849525e+15 -1.77754083e+15 4.13310896e+14\n", + " -1.30336163e+15 -6.12287807e+14 -1.35029266e+15 1.97770324e+15\n", + " -2.90668997e+14 -1.82255956e+15 6.98836906e+14 7.13452820e+14\n", + " 1.85638946e+15 -1.54520510e+15 4.07795648e+14 -1.74005959e+15\n", + " -9.58061997e+14 4.38039891e+14 -2.97246297e+14 -2.12340300e+14\n", + " 8.12348076e+14 -8.66095302e+14 -1.38449528e+15 5.02351563e+15\n", + " 4.96212282e+14 -1.50633966e+15 -5.25742844e+14 8.25998701e+14\n", + " 2.39688479e+15 -1.89302625e+15 1.85010554e+15 3.22001047e+15\n", + " -3.92970003e+14 1.15796741e+15 1.80066114e+15 8.54136756e+14\n", + " 9.77218992e+14 7.73446913e+14 -9.45325534e+14 -1.10176534e+15\n", + " 6.14208868e+14 -2.29397382e+15 -5.11416733e+15 -1.52643412e+15\n", + " 1.83951267e+15 -1.05430616e+15 -9.51920383e+14 2.84770395e+14\n", + " -3.03636158e+15 1.42952273e+15 1.72391555e+15 9.15324815e+14\n", + " -1.72362681e+15 5.67689428e+14 1.88753400e+15 2.66208814e+14\n", + " -9.97537277e+14 8.83817851e+14 6.24363045e+14 -2.02302026e+15\n", + " -3.02512745e+14 -8.38675541e+14 -1.04861970e+15 2.83515324e+14\n", + " 5.22725815e+15 3.85822145e+15 8.48691849e+13 -1.19674561e+15\n", + " 3.12949104e+15 1.53651484e+15 -2.47319168e+15 1.05030499e+14\n", + " 5.56888257e+14 1.24174877e+15 -3.44206673e+14 -5.60912880e+14\n", + " 1.40613132e+15 2.46477300e+13 3.61981161e+14 -1.50671267e+15\n", + " -3.27801548e+15 2.49087249e+15 -1.57490428e+15 9.63510396e+14\n", + " 4.89965233e+14 5.90052691e+14 6.84505044e+14 -9.35662160e+14\n", + " -1.11371608e+15 2.04429594e+15 3.63696776e+15 -2.04927635e+15\n", + " -3.07266744e+15 1.57689369e+15 -9.75362621e+14 9.35949781e+14\n", + " -2.35596802e+14 1.55174597e+15 1.12810137e+15 -7.88024990e+14\n", + " -6.72412665e+14 2.74047877e+14 -8.32440537e+14 9.78123481e+14\n", + " -1.17678908e+14 -3.94044865e+14 3.32283185e+14 1.95495862e+15\n", + " -7.90249284e+14 -5.21666119e+14 -6.90579866e+14 -1.05794864e+14\n", + " 1.86541392e+15 -3.29705998e+13 -3.06461271e+14 -6.23003172e+14\n", + " -4.40756543e+14 2.30998487e+14 1.68639199e+15 -5.20775107e+14\n", + " -5.82833758e+13 6.68958601e+14 -2.77634908e+15 1.57174105e+15\n", + " -1.13673912e+15 2.11867960e+15 -1.25017948e+15 3.14079033e+14\n", + " -1.98091395e+15 -5.71269775e+14 -9.95765806e+14 -7.09169240e+14\n", + " 1.48552513e+15 -6.85124127e+14 6.41672328e+14 -4.66821094e+14\n", + " 5.52295524e+12 1.29192901e+15 1.33678499e+15 -9.15755457e+14\n", + " -3.15805070e+14 1.63866706e+14 -1.64088952e+14 9.71116324e+14\n", + " -2.89484151e+14 -1.32849857e+15 -1.44660457e+15 1.03981661e+15\n", + " 1.16686230e+15]\n", + "Found 2384 total galaxies in catalog for cluster 4434\n", + "[ 7.92292580e+14 9.97523022e+14 -1.98444869e+14 ... 1.73661258e+13\n", + " 5.05779998e+14 -6.98695198e+14]\n", + "Found 2343 total galaxies in catalog for cluster 3939\n", + "[ 1.96179895e+15 -9.96102755e+14 1.79249239e+15 ... -6.30138022e+13\n", + " 2.78104560e+13 -3.69392369e+14]\n", + "Found 4589 total galaxies in catalog for cluster 6139\n", + "[-1.12947630e+15 4.54050021e+13 -4.74225208e+14 ... 5.60622681e+14\n", + " 1.45486747e+14 4.33860915e+14]\n", + "Found 1880 total galaxies in catalog for cluster 4709\n", + "[-9.92291435e+13 1.14392134e+14 9.39435151e+14 ... -1.38549880e+14\n", + " -6.18281088e+14 -6.56636351e+14]\n", + "Found 4123 total galaxies in catalog for cluster 7121\n", + "[ 8.11839062e+14 -6.25340750e+14 7.11074827e+14 ... -2.45365083e+14\n", + " -3.96867353e+14 5.96119425e+14]\n", + "Found 3492 total galaxies in catalog for cluster 8547\n", + "[ 7.23489550e+14 1.64220865e+15 -6.86511280e+14 ... -1.72713824e+14\n", + " -2.90455291e+14 4.78255183e+14]\n", + "Found 1273 total galaxies in catalog for cluster 8685\n", + "[ 7.36732275e+14 -9.50039475e+15 3.88458340e+14 ... 1.19257677e+15\n", + " -7.09553461e+14 9.97366385e+14]\n", + "Found 965 total galaxies in catalog for cluster 8995\n", + "[ 1.31121574e+15 2.10959052e+15 4.01162619e+14 -2.49452528e+15\n", + " -7.65314895e+14 4.37626885e+14 -2.21429582e+15 -6.06648290e+14\n", + " -7.79774032e+14 1.94393811e+15 -9.94495477e+14 -1.41155743e+15\n", + " 9.77075249e+14 -3.44922757e+15 -6.87991374e+14 -1.38939817e+15\n", + " -9.46796307e+14 -1.79574058e+15 1.45373094e+15 -1.35290973e+15\n", + " -2.17835499e+14 -2.41503265e+14 -6.78279015e+14 1.80959760e+15\n", + " -9.68898076e+14 3.12929106e+15 -7.13692210e+15 -1.31109055e+15\n", + " -5.61579275e+13 -9.92218028e+14 1.50486545e+15 2.59021871e+13\n", + " -2.18660376e+15 4.81746339e+14 7.08278934e+14 2.50605898e+14\n", + " -2.26738784e+15 1.36680165e+15 9.85745675e+14 -4.73514131e+14\n", + " 2.03730467e+15 1.80014462e+15 -2.17535316e+15 8.95663559e+14\n", + " 4.33585273e+14 -8.68483186e+14 4.15627926e+14 -2.32536278e+14\n", + 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-1.40567614e+15\n", + " -1.95143630e+14 -1.04872346e+15 -5.30961921e+14 -2.87961333e+15\n", + " 2.98367809e+14 -1.20829194e+15 -1.31852268e+15 7.96284849e+13\n", + " -4.12411935e+15 -4.85222850e+14 4.28462347e+14 -1.87490977e+15\n", + " 2.51045897e+14 1.28244871e+15 -1.80956529e+15 -2.12557144e+15\n", + " 4.17575893e+14 -4.95504986e+14 -1.24786699e+15 8.52945668e+14\n", + " 5.18783036e+14 -2.51714128e+15 1.42653683e+15 -3.96190460e+15\n", + " 3.02924694e+14 1.99667878e+15 -5.24053456e+14 -2.07021665e+15\n", + " -4.60071615e+14 6.46326354e+14 -1.64344789e+15 -9.13685004e+14\n", + " -1.15377857e+15 -6.70754121e+14 1.49173007e+14 -6.19821794e+13\n", + " 1.47483768e+15 -4.88977125e+14 9.79907266e+13 -2.05644208e+14\n", + " -8.82105836e+14 2.07310131e+14 1.41555986e+15 8.86938055e+14\n", + " 6.45560868e+14 4.94210145e+15 1.48977181e+15 -1.36421404e+15\n", + " 5.69280383e+14 -1.28260517e+14 1.41414982e+15 5.20930342e+13\n", + " -4.70677982e+14 8.51738925e+14 2.91596424e+15 6.22796434e+14\n", + " 1.41976535e+15 -7.12559718e+14 1.12753914e+15 -1.30186371e+15\n", + " -3.39949953e+14 4.69159183e+14 1.92776867e+15 1.80204078e+15\n", + " -3.10134119e+14 1.18939652e+15 1.32687008e+15 -2.29520310e+14\n", + " 7.80259974e+14 1.73813180e+15 1.86224882e+15 -6.97328611e+15\n", + " -1.94016480e+14 -5.03652017e+14 -2.48704801e+15 4.49696873e+14\n", + " 1.66892952e+13 -1.61078381e+15 1.32469499e+15 -1.27657487e+15\n", + " -5.09878642e+14 9.34808798e+14 1.74861846e+15 -4.35369540e+14\n", + " -1.30304175e+15 6.57753970e+14 -7.80551338e+14 -3.09311202e+14\n", + " 6.46709772e+14 9.67161772e+13 3.49888986e+14 -2.36274420e+15\n", + " 1.30853897e+15 -4.27904767e+14 -7.27187231e+14 -1.01059694e+15\n", + " -7.29486018e+14 -1.34083585e+14 -9.76939907e+13 -4.58755979e+14\n", + " -3.28120243e+14 -9.12114063e+14 8.76589360e+13 -1.56526935e+13\n", + " -2.57187999e+14 5.23741813e+14 5.52404429e+14 -3.39461804e+14\n", + " 1.70087602e+14 -1.75707619e+14 8.22112375e+14 1.57004911e+15\n", + " -6.62206019e+14 2.19651607e+15 7.39441528e+14 -6.57524682e+14\n", + " -4.20813918e+15 -2.58186831e+15 -9.36442529e+14 -1.28586797e+15\n", + " 1.28179648e+14]\n", + "Found 3825 total galaxies in catalog for cluster 7698\n", + "[ 6.67902553e+14 -3.73573567e+14 8.30022763e+13 ... 6.77247135e+14\n", + " -4.03065776e+14 6.91745816e+14]\n", + "Found 6639 total galaxies in catalog for cluster 10999\n", + "[-3.04882630e+15 -1.87920626e+15 5.31469181e+14 ... 4.20114602e+14\n", + " 3.17297914e+14 4.97604958e+14]\n", + "Found 825 total galaxies in catalog for cluster 9029\n", + "[ 1.26530055e+15 -8.92596736e+14 -1.41124939e+14 2.65120056e+14\n", + " 1.30918130e+15 6.95016046e+14 8.96769099e+13 1.74361077e+14\n", + " -2.34274517e+15 5.95637661e+13 -1.34782005e+14 5.37192939e+14\n", + " -4.45808269e+14 3.31081424e+15 4.50956218e+14 1.27932718e+14\n", + " -1.64605473e+14 1.79790207e+14 4.48394699e+14 2.32459938e+15\n", + " -5.85527545e+14 2.16567566e+15 -1.06642216e+15 -1.27072253e+15\n", + " -5.94658882e+15 8.39459991e+14 1.53788623e+15 -1.79921032e+15\n", + " 1.58551820e+15 -5.81482815e+14 -6.75711248e+14 -5.42157273e+14\n", + " 1.27756259e+15 -5.35092315e+15 5.38032970e+15 -1.09805497e+14\n", + " -5.94192662e+12 1.42258663e+15 9.30048918e+14 5.91570035e+14\n", + " 5.92649359e+14 -3.51281306e+14 5.54790647e+14 -8.92918948e+14\n", + " 3.86465281e+13 1.68587298e+15 6.70953588e+14 -8.89970717e+14\n", + " 3.83414749e+14 -7.98752606e+14 3.49708878e+14 -4.95866596e+14\n", + " -6.99285951e+14 -4.20342382e+13 -3.91328379e+14 -4.28731103e+14\n", + " 5.58119514e+13 2.41642273e+15 1.77628390e+15 -4.12855259e+14\n", + " 7.60255805e+14 1.83706911e+15 -1.17509334e+15 -8.91649267e+14\n", + " 1.89514342e+15 6.81136689e+13 -3.24910445e+14 -1.10852557e+15\n", + " 1.85114960e+14 -1.45209180e+15 -1.70528223e+14 4.99075109e+14\n", + " 5.69177081e+13 -1.32180424e+14 4.36501126e+15 3.08940370e+14\n", + " -1.38203733e+14 3.11073121e+14 -1.48337757e+15 1.92323602e+15\n", + " 6.59253045e+14 -5.30234045e+14 1.28070898e+15 -5.77407324e+14\n", + " 1.50693860e+15 -8.46261866e+13 7.86919013e+14 -5.81753164e+14\n", + " 4.91854551e+14 1.97305609e+15 -1.90187935e+15 2.50914438e+15\n", + " -9.89587830e+14 -8.07355804e+14 1.46868429e+15 7.31794523e+14\n", + " 2.94384709e+14 -9.84619603e+14 -2.29468147e+15 2.16828966e+15\n", + " -1.47787598e+15 -6.97885150e+14 5.95593049e+14 -5.89991368e+14\n", + " -1.80564525e+15 1.43370099e+15 -6.75526874e+14 -1.68973497e+15\n", + " -1.27209540e+15 -2.87468469e+15 -1.02496379e+15 -1.06607016e+15\n", + " -1.73753952e+15 3.19993237e+15 -1.02212303e+15 -4.27020599e+14\n", + " -1.49969675e+15 1.00265884e+15 -2.41491182e+15 1.36658872e+15\n", + " 6.73059252e+14 1.39638497e+15 -1.52301983e+15 2.24609288e+15\n", + " -2.29505652e+15 9.61058950e+13 1.75612344e+15 1.72962209e+15\n", + " -6.70287550e+14 -5.41285319e+14 -1.46094138e+15 -1.34337502e+15\n", + " 8.24309682e+14 3.76567431e+15 6.33720164e+14 -1.53986019e+14\n", + " -1.47123057e+14 9.48518925e+14 -6.42483781e+14 -1.55499927e+15\n", + " -1.51286954e+15 -9.61523429e+14 1.06132160e+15 1.12248349e+15\n", + " -1.74153526e+15 6.77347314e+14 1.70956985e+15 1.67039894e+15\n", + " -8.33488635e+14 2.81418568e+14 6.96305705e+14 -3.26873819e+15\n", + " -2.52957074e+15 -9.31791107e+14 1.03372412e+15 -4.52100288e+15\n", + " 2.15880179e+15 -4.13382446e+14 6.31014479e+14 1.15160354e+15\n", + " -1.43454618e+15 -8.83409076e+14 -6.13194811e+15 -8.44053416e+14\n", + " -6.57463969e+15 -5.50283450e+14 1.87003017e+13 -8.58736563e+15\n", + " 1.06549017e+15 -1.85471306e+15 -4.78990403e+14 9.32926235e+14\n", + " 1.19163033e+15 -3.07956278e+15 -1.33726208e+15 -1.02441252e+15\n", + " 2.54488385e+15 -1.38726994e+15 -8.87408304e+13 -2.54725333e+15\n", + " -3.13356652e+15 3.50862032e+15 -8.64835803e+14 -6.36384838e+15\n", + " -7.02582536e+14 -3.21924835e+15 2.32932896e+15 -9.98251863e+14\n", + " 9.41106609e+14 2.17073192e+15 8.56089912e+14 3.11599695e+15\n", + " -1.64934376e+15 -1.11928608e+14 8.52876971e+14 3.29287608e+15\n", + " 2.48932726e+15 1.18090125e+15 -3.22884656e+15 2.61496358e+15\n", + " -2.77970928e+15 5.22501412e+15 -4.59259256e+15 6.28830608e+14\n", + " -1.10082850e+15 -9.09017077e+14 1.33885758e+15 5.41631158e+15\n", + " -5.06974599e+14 -6.69092753e+14 -3.27087621e+14 7.65306953e+14\n", + " -2.05214685e+15 3.78064259e+14 1.94574003e+14 -6.39158810e+14\n", + " -5.59932352e+15 1.83487006e+15 -1.02005179e+15 6.12705216e+14\n", + " -3.81538452e+15 -1.04837581e+15 2.63338095e+15 -5.12331332e+15\n", + " -1.56505170e+14 6.82703874e+13 -2.30962116e+15 8.49003055e+14\n", + " -1.20810431e+15 -3.58066728e+13 -7.04234611e+14 -2.39390886e+15\n", + " 1.70896017e+15 -7.81069928e+14 4.34371587e+15 1.71466358e+15\n", + " -2.98692275e+15 3.98460158e+14 2.57456057e+15 1.31089641e+13\n", + " -1.68516403e+15 7.78781612e+14 1.91829982e+15 6.48938643e+14\n", + " -1.77002473e+14 1.32527067e+15 4.55707583e+14 2.46594867e+15\n", + " 2.52231435e+13 1.97464307e+15 -2.97202704e+15 -1.42274857e+15\n", + 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2.00258621e+15 -3.75881564e+14 -3.36095651e+14 -2.65855590e+14\n", + " 1.12822403e+15 2.55665828e+14 3.93795065e+14 -1.05817614e+15\n", + " 1.23962901e+15 -1.16708061e+14 4.51919404e+14 1.46493880e+15\n", + " -9.72496010e+14 4.27470191e+14 -7.25878685e+14 -1.05385558e+14\n", + " 1.18673943e+15 4.07053833e+14 1.21578968e+15 -1.12785634e+15\n", + " -7.09877237e+13 7.73597489e+14 -1.42916566e+15 -9.29983133e+14\n", + " -7.54121543e+13 7.02480783e+15 5.97779157e+14 -8.87117028e+14\n", + " -5.73175265e+14 -1.54512333e+15 3.22707050e+15 2.06282659e+14\n", + " 6.20894178e+14 -7.26815848e+14 2.15589310e+14 2.12385356e+15\n", + " -3.09222083e+14 1.76297092e+15 5.10730766e+14 4.84475550e+14\n", + " 1.75806029e+15 8.96402229e+14 1.54489328e+15 8.13390861e+12\n", + " -2.05317243e+15 -3.19324320e+15 7.59798928e+12 6.76358249e+14\n", + " -2.34135547e+15 -6.80303727e+15 9.12436510e+13 8.41997713e+14\n", + " 1.79758929e+15 -4.56175914e+14 1.47462455e+15 -4.70508026e+14\n", + " 8.21292311e+14 -1.19258889e+15 3.63046931e+14 5.69335201e+14\n", + " -1.55856913e+14 -7.29183040e+14 1.21811082e+14 -2.66168951e+13\n", + " 8.36777532e+13 -3.14304026e+14 6.63619800e+15 6.03751320e+14\n", + " -1.48450260e+15 4.28596315e+14 7.16615676e+14 1.32312837e+15\n", + " 1.29545514e+15 -1.26495850e+15 2.85015776e+15 -1.55710470e+14\n", + " 6.57810839e+14 -2.81620497e+15 7.83255686e+14 -5.74441484e+14\n", + " -1.11006460e+15 2.98492399e+15 -1.52398854e+15 -9.94125681e+14\n", + " -1.81141437e+15 1.82469777e+15 1.20721833e+15 3.77985076e+14\n", + " 3.18079107e+13 -1.43380928e+15 8.77043797e+14 1.75872693e+15\n", + " 6.31162800e+14 -1.02010456e+15 1.84248610e+15 1.70985028e+15\n", + " -2.71370584e+14 -2.68234569e+15 -1.99835002e+15 5.49440025e+14\n", + " -1.22358386e+15 -2.18767896e+15 7.58950082e+14 -5.40013184e+14\n", + " -1.55138405e+13 1.40361687e+13 -2.15987844e+15 7.97168060e+14\n", + " -2.40684487e+15 1.20443121e+15 -7.16221373e+14 -4.69448222e+14\n", + " 1.42478584e+15 8.47373878e+14 -2.53546846e+14 -1.65139916e+14\n", + " -1.14273191e+15 -2.41341571e+14 8.66485695e+14 -1.22506088e+14\n", + " 6.01055711e+14 -3.09644781e+15 4.25908621e+12 1.19313034e+15\n", + " 4.84172163e+14 -1.22506347e+14 -1.90273176e+15 -1.97731930e+14\n", + " 2.63075359e+14 9.01091149e+14 1.19082891e+15 -1.57823603e+15\n", + " -9.51779351e+14 2.31095443e+15 -6.29016402e+14 -1.88696505e+15\n", + " 4.20568751e+14 3.73872401e+14 -1.63973368e+14 1.87944643e+15\n", + " -3.16332054e+15 -4.83824693e+14 -9.21030508e+14 -1.50504597e+15\n", + " 5.17450021e+14 -4.89729065e+14 -4.52515244e+15 5.81550412e+14\n", + " 2.08440551e+15 -1.00402463e+15 -9.51683671e+14 -1.54349436e+14\n", + " -1.29641717e+15 8.99946640e+14 -1.33249960e+15 -3.96028056e+14\n", + " -1.58761097e+15 2.83733729e+15 4.28690274e+14 -4.19431306e+15\n", + " -3.13719180e+14 -3.75830197e+14 -5.45648574e+14 -7.33865951e+14\n", + " 4.24562447e+14 -5.63033651e+13 3.48867393e+14 -5.05339106e+14\n", + " 1.23732170e+15 6.34581016e+12 1.55971556e+15 -1.39350969e+15\n", + " 1.11390762e+15 -5.83519041e+14 2.29987265e+14 8.21253455e+14\n", + " 1.39415100e+15 9.05478768e+13 -1.82863459e+15 -1.03523546e+14\n", + " -2.74542663e+15 1.04853367e+15 -2.95877281e+14 5.89639524e+14\n", + " 1.10284692e+15 1.31629223e+15 -4.32708059e+13 2.15449981e+15\n", + " -1.81251154e+15 -2.52280490e+14 1.03248574e+15 -7.83925233e+14\n", + " -1.68670314e+15 4.24755101e+14 9.89918240e+14 3.08697486e+15\n", + " 1.33855181e+15 -7.08242198e+14 -2.28278479e+14 -6.21470223e+14\n", + " 4.13681784e+14 5.91523489e+14 2.09465587e+14 7.74942908e+14\n", + " -8.40590658e+14 -2.51600860e+14 -6.76521077e+14 -1.40665046e+15\n", + " -1.06697130e+15 -4.26009311e+14 -1.80513069e+15 -9.99661210e+13\n", + " -9.27587113e+14 9.78478182e+13 -1.28522463e+15 1.40370492e+15\n", + " -2.96427657e+15 2.03904360e+14 5.10258058e+14 -2.99471097e+13\n", + " 1.16527041e+15 -4.59864752e+14 -8.49477423e+13 -1.63082198e+14\n", + " 6.28059770e+14 -1.57081200e+15 -3.52800339e+14 -1.15701404e+14\n", + " 1.63578073e+15 -5.34366592e+14 -6.68949544e+14 -1.54169897e+15\n", + " 2.45162881e+14 1.17784195e+15 -3.20928455e+14 -1.31330056e+15\n", + " 9.23923629e+14 8.35157280e+14 4.95334568e+14 -2.64334707e+14\n", + " 2.32495273e+14 -1.12322744e+15 -5.94715206e+14 4.43777451e+14\n", + " 1.43015992e+15 2.78111034e+14 -8.73633081e+14 2.78297939e+15\n", + " -6.93573060e+14 9.74425676e+14 5.70089215e+13 5.93850035e+14\n", + " 7.00042579e+14 -2.06601353e+14 1.29880874e+15 -1.48218448e+15\n", + " 4.82415421e+14 1.47111029e+15 3.08270243e+14 -8.46826176e+14\n", + " -2.33803501e+14 -1.76853888e+15 4.21562470e+14 -1.07786150e+15\n", + " 2.08527549e+15 2.07982425e+14 -1.23790296e+15 5.14408742e+14\n", + " -6.37870409e+14 -9.86809588e+14 -4.93986723e+14 -1.87019316e+15\n", + " -1.20291211e+15 2.63896104e+13 2.31772222e+14 -1.29013164e+15\n", + " -6.81538081e+13 5.51020157e+14 1.42593871e+15 -1.48285233e+15\n", + " -6.52242275e+14 6.23675723e+14 1.09411312e+15 1.50456216e+15\n", + " 1.23740445e+15 5.46678138e+14 2.83334966e+14 1.06624965e+15\n", + " -4.62483488e+14]\n", + "Found 1450 total galaxies in catalog for cluster 9429\n", + "[-3.83640492e+14 6.93246485e+14 -1.50301423e+15 ... -4.66608608e+14\n", + " -5.77491955e+14 1.57778734e+14]\n", + "Found 2711 total galaxies in catalog for cluster 10146\n", + "[ 1.27023072e+15 2.18264835e+15 -2.52890507e+14 ... 4.19949175e+14\n", + " -5.02619316e+14 -7.12084404e+14]\n", + "Found 3569 total galaxies in catalog for cluster 14476\n", + "[ 7.02195318e+14 1.43742835e+14 7.25663883e+14 ... -7.12366763e+14\n", + " 1.56894282e+14 -4.55715613e+14]\n", + "Found 434 total galaxies in catalog for cluster 8395\n", + "[ 2.78579734e+15 2.77326959e+14 8.92210414e+14 6.53208708e+15\n", + " 7.46806680e+14 -1.25957222e+15 -2.22409947e+15 -1.52181729e+15\n", + " 2.19071219e+15 7.70448553e+15 3.44767685e+14 -2.47808503e+15\n", + " -4.73259694e+14 2.85409854e+15 2.50041473e+15 -3.95351452e+14\n", + " -2.72336000e+14 6.18663845e+14 1.34458245e+15 -3.10507502e+15\n", + " -1.47989350e+15 6.73208127e+14 3.72769531e+15 1.21000845e+15\n", + " 3.27326983e+15 2.18698143e+15 1.33156153e+15 -2.50422929e+15\n", + " -1.06140106e+15 -3.48738701e+15 -1.27829133e+14 -7.34720975e+14\n", + " 1.71034957e+15 -4.41961728e+13 2.69518698e+15 3.04245543e+15\n", + " -2.27666639e+15 6.57275715e+15 -4.60881869e+13 1.70315587e+15\n", + " -4.89987742e+15 5.06692623e+14 -1.25862631e+15 -1.87875915e+15\n", + " 8.79051701e+15 3.11755663e+15 1.19155843e+15 2.99818296e+15\n", + " 2.29436846e+15 -7.06880036e+13 -3.24052812e+15 7.37062610e+14\n", + " -5.73864038e+14 -3.28769078e+15 -7.75310396e+14 3.73136866e+14\n", + " 5.23579637e+14 -6.27830628e+14 -5.43661744e+15 -1.97181136e+15\n", + " 1.04913271e+15 7.67193890e+14 -5.60949131e+14 -1.70991084e+15\n", + " -5.06700981e+15 2.48709045e+15 1.93888691e+15 -4.83712843e+15\n", + " 5.05289845e+15 -3.30138782e+15 -1.70285130e+15 -2.37102553e+15\n", + " -3.80337210e+15 -2.71819979e+15 -5.71540955e+14 -2.79561908e+15\n", + " -7.40362725e+15 -7.16940494e+15 -6.46956225e+15 6.18363190e+14\n", + " -7.61263088e+15 3.24589290e+15 -4.83527924e+15 3.48357888e+15\n", + " 4.74495731e+15 4.29147347e+15 3.29995645e+15 1.96720696e+14\n", + " -1.74750014e+15 2.01179431e+15 2.26391532e+15 -4.95722075e+15\n", + " 3.86525385e+15 3.98367835e+15 3.97031306e+15 -6.43303658e+15\n", + " -3.46786009e+14 1.02855411e+15 -5.23427089e+14 1.67085540e+15\n", + " 4.53832747e+14 6.96911226e+14 9.24623304e+14 7.97711476e+14\n", + " 1.68753532e+15 -1.37340236e+13 1.47581304e+15 -2.84856531e+15\n", + " -2.42276630e+15 -1.23738209e+15 -3.41284579e+14 7.50745311e+13\n", + " 6.78928888e+14 -9.86520895e+14 7.24329187e+14 -1.13182721e+15\n", + " -2.13059982e+15 -6.12921179e+14 -6.61413760e+14 6.08621512e+15\n", + " -4.23333785e+15 -8.65747921e+14 -2.71290301e+15 8.67266615e+14\n", + " -9.06116153e+14 -2.22952948e+15 5.70740678e+14 -9.11689520e+14\n", + " -1.14921112e+15 2.03414605e+15 8.57011846e+13 1.22288929e+13\n", + " -1.12622043e+15 -7.31065321e+14 -2.27859170e+15 -1.96923505e+15\n", + " -1.02223135e+14 2.41125322e+15 3.88353708e+15 1.43288861e+15\n", + " 2.36369763e+15 1.85219692e+15 -9.47281887e+14 -4.02022827e+15\n", + " -1.03364647e+15 -1.61253079e+15 -2.01485357e+15 3.71348002e+14\n", + " -2.68532160e+15 1.35628570e+15 -2.44929178e+14 1.80396588e+15\n", + " -6.12046984e+14 -1.15462066e+14 2.17760987e+15 1.19792455e+15\n", + " -1.02504853e+15 -2.31039999e+15 -1.73466371e+15 -5.06505602e+14\n", + " 7.61648477e+13 -1.02709427e+15 3.06898889e+15 -2.86644900e+14\n", + " 4.56449957e+15 -2.36182777e+15 4.49370443e+15 3.01455708e+15\n", + " -2.16697892e+15 1.25081518e+14 7.76422926e+14 -8.83942476e+13\n", + " 3.15916480e+15 1.80706434e+15 3.22002408e+15 -3.94526100e+15\n", + " -5.54773188e+15 7.83657965e+13 -5.94017750e+14 1.00582945e+15\n", + " -6.10124607e+14 -6.79980759e+14 1.27206390e+15 -7.33859118e+13\n", + " 3.83320287e+15 1.50491640e+15 1.19191600e+15 -1.64707395e+15\n", + " 6.71766275e+14 -1.38615172e+15 -2.47613820e+15 1.52624818e+15\n", + " -1.51881009e+15 1.20680930e+15 -6.94535622e+14 -7.53774077e+14\n", + " 1.76228346e+15 5.86351019e+15 -4.75910172e+14 1.56527385e+15\n", + " 3.87829901e+15 1.33755826e+14 3.27968059e+15 2.81046444e+14\n", + " -5.44715551e+14 1.52210907e+13 -3.02319977e+13 -4.83787135e+15\n", + " 2.17629549e+15 2.02720170e+15 -1.06262796e+15 -2.39936430e+15\n", + " -5.11845254e+14 -1.06438151e+15 7.36874651e+15 -4.16111771e+14\n", + " 5.39563239e+15 -5.81078344e+15 3.67675009e+14 -1.39111295e+16\n", + " -6.43861056e+15 6.13571901e+14 -4.11116211e+15 -3.38999196e+14\n", + " 2.81708107e+15 -1.12535227e+15 -4.89983037e+14 6.53740280e+14\n", + " 2.28154254e+14 1.56301393e+15 -2.37325099e+15 4.76928923e+14\n", + " -2.75796403e+15 4.15135903e+15 1.90491333e+15 -1.05043002e+15\n", + " 2.42154964e+14 -2.75798530e+15 -4.70099415e+14 -4.63632156e+14\n", + " -2.19779726e+14 2.71269231e+14 4.66019558e+15 6.25527724e+14\n", + " 1.62937253e+14 -2.98806002e+15 -3.54152825e+14 2.46269045e+15\n", + " 2.99013651e+14 4.62653170e+15 -1.61918144e+15 8.15648320e+13\n", + " -1.86297511e+13 -1.65776554e+15 4.21677633e+15 -9.45612851e+14\n", + " 5.87570978e+14 1.76551732e+15 -1.11148104e+15 2.87640113e+15\n", + " 3.85543392e+15 7.05322653e+14 2.44293733e+15 3.51165571e+14\n", + " 1.37695385e+15 -1.35233513e+15 1.24702378e+15 -3.14385608e+15\n", + " -1.44473688e+15 -9.53271054e+14 -4.89302270e+15 4.05737416e+15\n", + " -4.00056995e+14 -7.10031949e+14 3.35603805e+14 -5.77632864e+14\n", + " 3.13192357e+14 1.44035429e+15 4.12612008e+15 -3.44131999e+13\n", + " -1.69227911e+15 -4.92723946e+14 1.02811244e+16 1.65775335e+15\n", + " 3.25822354e+15 1.57432694e+14 9.80737512e+14 1.98215300e+15\n", + " 3.64124660e+15 1.39896988e+15 -3.35559727e+14 1.60656723e+15\n", + " -1.64389868e+15 -2.68513525e+15 -8.94604857e+14 6.03229088e+14\n", + " -1.72462097e+15 -1.54731591e+15 -5.42648269e+14 2.40469898e+15\n", + " 2.22842691e+15 -6.01909396e+15 -8.82285782e+14 -1.70185509e+15\n", + " 3.29377026e+15 1.95904400e+15 -9.31011805e+13 7.13561637e+13\n", + " 1.32157306e+15 -5.11115176e+14 -4.12184187e+15 5.23163047e+14\n", + " -1.43031111e+15 -3.38831894e+15 1.75887056e+15 1.86834666e+15\n", + " -3.47401951e+15 4.17968460e+14 -1.82888553e+15 1.54477502e+15\n", + " -3.70726235e+15 1.65166976e+14 5.29335113e+14 -1.26191448e+15\n", + " -4.21121758e+14 2.74860300e+15 1.48145218e+15 -2.61847980e+15\n", + " 2.59157360e+14 -1.25471359e+15 -1.39697724e+15 2.90565590e+15\n", + " 1.48264334e+15 -1.10854354e+15 8.60046552e+14 1.09625304e+15\n", + " 1.89530573e+15 2.45468933e+15 6.97381853e+15 -4.20106614e+15\n", + " 2.23357214e+15 -1.05482604e+15 1.35976455e+15 1.34398010e+15\n", + " 5.09027267e+14 5.54306391e+14 -1.36940242e+15 2.06752385e+15\n", + " 2.11172627e+15 -3.37207565e+14 1.83501272e+15 1.45608061e+15\n", + " -5.44376339e+15 1.11782585e+15 4.25193726e+15 2.17871123e+15\n", + " -7.16282796e+14 4.50811360e+15 -9.95857608e+14 -5.04606556e+14\n", + " -2.75593874e+15 -5.90283352e+14 -1.48310269e+14 3.96646355e+14\n", + " 4.04843940e+15 -2.00702162e+14 2.93245067e+15 8.48504061e+14\n", + " -1.81800171e+15 1.20587525e+15 2.37859460e+15 -1.72844868e+15\n", + " -2.98834772e+15 2.31107196e+15 -1.33465767e+15 -1.14553445e+15\n", + " 1.55479671e+15 -4.08739560e+15 -2.15237351e+15 4.57035646e+14\n", + " 2.37207028e+15 -2.06199999e+15 2.22936928e+15 -2.53561212e+12\n", + " -2.29090886e+15 -6.28287164e+15 -2.62269343e+15 -2.25362281e+15\n", + " 1.25253989e+15 -9.75760476e+14 -3.15582480e+15 -2.01483496e+15\n", + " -5.88650795e+14 4.52729858e+14 1.98449148e+15 2.12229860e+15\n", + " 1.50658099e+15 -6.91965499e+14 -1.72390814e+15 -2.29011706e+15\n", + " -6.07086415e+14 -2.28159210e+15 2.82353473e+15 -1.03947521e+14\n", + " -9.92955435e+14 -3.37189107e+14 2.39370414e+15 -1.52853452e+15\n", + " 9.70145288e+14 1.09131173e+15 -4.68287951e+15 -2.04832312e+15\n", + " -8.89707076e+14 -1.05409288e+15 2.97541054e+14 -3.61776422e+15\n", + " 8.72732604e+14 -1.19417576e+15 -5.03880891e+13 7.14280868e+13\n", + " 4.38653023e+14 -2.25921161e+14 -4.23062096e+14 -3.24215057e+14\n", + " 8.44600777e+14 -4.45022091e+14 1.19000265e+15 2.18709597e+14\n", + " 2.75364504e+14 -9.62194992e+14 2.30724874e+14 1.77072981e+14\n", + " 1.39671386e+15 4.82502969e+13]\n", + "Found 4520 total galaxies in catalog for cluster 16657\n", + "[ 2.25762990e+15 -4.48560630e+14 1.31595740e+15 ... -5.78938470e+14\n", + " -5.52759881e+14 2.82243167e+14]\n", + "Found 3419 total galaxies in catalog for cluster 13039\n", + "[ 6.08493284e+14 -2.61297067e+14 1.62891692e+13 ... 8.47979399e+14\n", + " -5.04465216e+14 5.49733200e+14]\n", + "Found 3478 total galaxies in catalog for cluster 15382\n", + "[ 4.36262098e+14 5.20447584e+14 -4.65032527e+14 ... 2.02600688e+13\n", + " 1.95196506e+14 -3.18147918e+14]\n", + "Found 1652 total galaxies in catalog for cluster 17011\n", + "[-5.07082125e+14 1.28995414e+15 -6.61718951e+14 ... -1.80902372e+14\n", + " -1.54879041e+14 5.15288314e+14]\n", + "Found 6842 total galaxies in catalog for cluster 8523\n", + "[ 3.51760976e+15 1.93898956e+15 -5.01190790e+14 ... 1.92128913e+14\n", + " -2.98446130e+14 4.68778743e+14]\n", + "Found 1652 total galaxies in catalog for cluster 11300\n", + "[-7.73197649e+13 6.62640528e+13 7.15717843e+14 ... 1.36941071e+15\n", + " -5.44412522e+14 -1.20520265e+13]\n", + "Found 6868 total galaxies in catalog for cluster 17462\n", + "[-2.17158756e+15 1.91559546e+15 5.76846431e+14 ... -2.24435643e+13\n", + " 2.86104376e+14 -3.36049001e+14]\n", + "Found 1987 total galaxies in catalog for cluster 13025\n", + "[-4.75552875e+14 6.48658172e+14 -1.25828637e+15 ... -5.77026248e+12\n", + " 4.42262104e+14 -6.42873313e+14]\n", + "Found 3121 total galaxies in catalog for cluster 21385\n", + "[ 9.08320632e+14 -1.17192096e+15 1.44867181e+15 ... 4.66206965e+14\n", + " -2.53778843e+14 -7.71597211e+14]\n", + "Found 3424 total galaxies in catalog for cluster 20888\n", + "[-4.57967582e+14 6.97602831e+14 -1.05455780e+15 ... 1.55576840e+14\n", + " 2.60595475e+14 -7.40031895e+14]\n", + "Found 4303 total galaxies in catalog for cluster 21815\n", + "[ 2.58205150e+15 -5.52149180e+13 -7.46434566e+14 ... 2.71812135e+14\n", + " 4.07787713e+14 7.03573558e+14]\n", + "Found 1483 total galaxies in catalog for cluster 7594\n", + "[-1.61662670e+15 -9.20406369e+15 -5.73723829e+14 ... 6.98680948e+14\n", + " 7.91079299e+14 1.21017382e+15]\n", + "Found 1005 total galaxies in catalog for cluster 21425\n", + "[ 7.43988855e+15 2.98280368e+12 3.06107911e+15 ... 6.33129936e+14\n", + " -6.08355649e+14 -1.10269977e+15]\n", + "Found 8508 total galaxies in catalog for cluster 30553\n", + "[-2.00010568e+15 3.07653415e+14 6.20101312e+14 ... 4.88412965e+14\n", + " -4.06786465e+14 8.91588010e+14]\n", + "Found 2374 total galaxies in catalog for cluster 11651\n", + "[ 1.94976692e+14 -7.61613452e+14 7.25728081e+14 ... 7.74225600e+14\n", + " 2.88401611e+14 -3.46072037e+14]\n", + "Found 3453 total galaxies in catalog for cluster 27728\n", + "[ 3.51252534e+15 -5.53412242e+14 1.47865941e+15 ... -4.85833854e+14\n", + " -5.03781802e+14 1.36077525e+14]\n", + "Found 3657 total galaxies in catalog for cluster 30757\n", + "[ 1.72416104e+15 1.22476640e+15 -7.30186443e+14 ... 3.08817351e+14\n", + " 2.43369931e+14 -4.88166129e+14]\n", + "Found 5863 total galaxies in catalog for cluster 32634\n", + "[-1.71149247e+15 -4.63440553e+14 8.39024117e+14 ... -1.01361979e+15\n", + " -3.59626717e+14 6.45450263e+14]\n", + "Found 3876 total galaxies in catalog for cluster 33429\n", + "[ 2.31553953e+14 -3.22957910e+14 7.17144350e+14 ... -2.18816257e+14\n", + " -1.31031525e+14 -6.15308260e+14]\n", + "Found 2650 total galaxies in catalog for cluster 15656\n", + "[ 1.37903120e+15 2.39715888e+15 -1.05130915e+14 ... 4.80242067e+14\n", + " -5.42685718e+14 -6.66413369e+14]\n", + "Found 1347 total galaxies in catalog for cluster 29784\n", + "[ 2.07789961e+15 6.80345357e+14 9.82326353e+14 ... -2.10338135e+14\n", + " 6.50792151e+14 -8.46331301e+14]\n", + "Found 2554 total galaxies in catalog for cluster 22630\n", + "[ 3.08733063e+15 1.96763064e+14 6.53651497e+14 ... -2.48961430e+14\n", + " 8.26946660e+14 -1.23191573e+14]\n", + "Found 1559 total galaxies in catalog for cluster 17777\n", + "[ 9.04497180e+14 -1.58768679e+15 2.66460134e+15 ... -3.66556562e+14\n", + " -3.15630111e+14 4.76880831e+14]\n", + "Found 2727 total galaxies in catalog for cluster 33569\n", + "[ 2.41948606e+14 -6.03095227e+14 2.84498674e+14 ... -7.63060211e+14\n", + " -1.47137210e+13 3.15798483e+13]\n", + "Found 2392 total galaxies in catalog for cluster 39996\n", + "[ 2.61754318e+14 -1.90038936e+15 1.53579295e+14 ... -5.48212042e+14\n", + " 3.60065878e+14 -7.18001960e+14]\n", + "Found 4344 total galaxies in catalog for cluster 37007\n", + "[ 1.79321846e+15 7.04504401e+14 -1.56200624e+15 ... 3.21477320e+14\n", + " 4.66973621e+14 -1.03028926e+14]\n", + "Found 4941 total galaxies in catalog for cluster 25937\n", + "[-2.73768883e+14 9.24741079e+14 -8.00761968e+14 ... 6.02158626e+13\n", + " -2.80775308e+14 -7.64572033e+14]\n", + "Found 1755 total galaxies in catalog for cluster 24386\n", + "[ 5.87304822e+14 9.99918243e+14 9.84546208e+14 ... -1.59415385e+14\n", + " -9.93159321e+13 4.08516934e+14]\n", + "Found 5448 total galaxies in catalog for cluster 44685\n", + "[ 2.09964660e+15 4.40745282e+14 -1.25140043e+15 ... 3.74458100e+14\n", + " 4.52022654e+14 1.25250322e+14]\n", + "Found 3105 total galaxies in catalog for cluster 48725\n", + "[-5.31125063e+14 1.51039917e+15 2.37660441e+15 ... -6.27298809e+14\n", + " -2.66591313e+14 -3.42914971e+14]\n", + "Found 2631 total galaxies in catalog for cluster 27260\n", + "[ 8.24786731e+14 -1.13891896e+15 9.95067501e+14 ... 1.78399548e+14\n", + " -4.24403852e+14 -2.43697708e+14]\n", + "Found 2108 total galaxies in catalog for cluster 35316\n", + "[-6.23694116e+14 4.77153607e+15 1.51920980e+15 ... -1.10510550e+15\n", + " 3.33323424e+14 -8.21503859e+14]\n", + "Found 1696 total galaxies in catalog for cluster 59428\n", + "[-3.83095497e+14 -2.70746219e+15 1.81364943e+15 ... -6.69963884e+14\n", + " -4.85530127e+14 -7.39169301e+14]\n", + "Found 2574 total galaxies in catalog for cluster 25976\n", + "[ 3.87077723e+14 -8.54519036e+14 -5.15807733e+11 ... -8.44484600e+14\n", + " -2.38282895e+14 -3.71094606e+14]\n", + "Found 3405 total galaxies in catalog for cluster 31596\n", + "[-3.31526461e+14 9.27844708e+14 1.67033459e+15 ... -2.23226929e+14\n", + " -4.04570005e+14 -4.12997037e+14]\n", + "Found 6439 total galaxies in catalog for cluster 26346\n", + "[ 2.52064388e+14 1.93121037e+15 2.03379328e+13 ... -7.08440158e+14\n", + " -6.36408035e+14 -2.71949351e+14]\n", + "Found 3450 total galaxies in catalog for cluster 36608\n", + "[ 4.11901999e+15 -5.92463549e+14 1.02582008e+15 ... -5.27489254e+14\n", + " -4.47093818e+14 3.72500542e+14]\n", + "Found 3956 total galaxies in catalog for cluster 26938\n", + "[ 2.15707056e+15 4.34043857e+14 -1.23388969e+14 ... 3.18810762e+14\n", + " 4.79637325e+13 2.85535505e+14]\n", + "Found 1903 total galaxies in catalog for cluster 74483\n", + "[ 8.31811571e+14 3.33726133e+14 4.87454678e+14 ... -5.61847145e+14\n", + " -5.27888562e+14 1.81681021e+14]\n", + "Found 3107 total galaxies in catalog for cluster 62882\n", + "[-8.85033623e+13 2.17324134e+15 1.48499356e+14 ... 5.04326101e+14\n", + " -6.90668701e+14 6.36519429e+13]\n", + "Found 1008 total galaxies in catalog for cluster 25770\n", + "[ 8.99483894e+14 4.95129088e+15 2.23847505e+15 ... 9.28162228e+14\n", + " -7.22208733e+14 -4.02354992e+13]\n", + "Found 778 total galaxies in catalog for cluster 59302\n", + "[ 1.76779178e+15 1.31066810e+15 8.97967417e+14 -1.61930765e+15\n", + " 1.03645701e+15 -1.08173096e+15 2.06801724e+15 -1.42042358e+15\n", + " 1.34343355e+15 -3.18231189e+15 -9.57834021e+14 -1.51015850e+15\n", + " 9.46986140e+13 2.13521804e+14 -6.11225636e+14 -1.31578318e+15\n", + " -1.45258203e+15 -4.23274063e+15 -1.28535850e+15 4.01715044e+14\n", + " -4.89439063e+14 1.51183378e+15 1.71357826e+14 2.33523095e+15\n", + " 1.01250767e+15 2.13453566e+15 8.78241538e+14 1.80535538e+15\n", + " 2.40931480e+14 1.75886700e+15 -1.76779650e+15 -4.76648363e+14\n", + " 1.59868132e+13 2.46196732e+14 7.56082026e+14 -8.45965308e+14\n", + " -2.87686322e+14 3.51065894e+15 1.44298438e+15 1.85792450e+15\n", + " 1.60049877e+15 -1.72190981e+15 4.37548578e+14 -1.84205646e+15\n", + " -6.65630658e+14 4.92070627e+14 2.53094650e+15 8.83933421e+14\n", + " 1.58208775e+15 2.35449425e+15 3.01514864e+15 -1.03589749e+15\n", + " 1.11557479e+14 3.75620099e+14 7.91899131e+14 5.72033880e+14\n", + " 3.36675176e+15 3.29891398e+15 -1.65115361e+15 -2.22392464e+15\n", + " -9.28948315e+14 2.12866044e+15 5.53240129e+14 6.12742730e+14\n", + " -1.56177346e+15 -1.74919466e+15 -7.48942384e+13 -2.19252719e+15\n", + " -2.63859360e+15 -3.69412319e+14 -1.82980854e+15 -6.63808409e+14\n", + " -1.51873385e+15 2.86518803e+15 -5.87626227e+14 -1.86147337e+15\n", + " -2.60628570e+15 2.70472763e+15 -1.34260594e+15 1.36155949e+15\n", + " -1.37207109e+14 -1.99864870e+14 -1.99634702e+15 3.90740951e+15\n", + " -2.29629177e+15 -1.12012815e+15 -6.23344725e+14 1.83842220e+15\n", + " 1.12974881e+15 -7.10152968e+13 1.00364065e+15 5.70930510e+14\n", + " 1.90108464e+14 -2.41373337e+15 -9.94086736e+14 1.82908180e+14\n", + " 7.02763534e+15 -7.67312312e+14 -2.33736509e+14 -2.66325311e+15\n", + " 5.53423819e+14 2.94102316e+15 -1.47670312e+15 -1.69914519e+15\n", + " 1.48134526e+15 -3.59838752e+14 4.23954339e+14 2.06495826e+15\n", + " -2.74007890e+15 -2.99745769e+15 -1.31494545e+16 1.24184564e+15\n", + " 2.38922961e+15 1.31858137e+15 1.94905921e+13 5.10325613e+14\n", + " -1.62931281e+15 4.61470614e+15 1.29997870e+15 5.31769423e+15\n", + " 6.32722158e+14 1.37076947e+15 1.57519707e+14 -1.56936772e+15\n", + " 6.85341503e+15 1.98471953e+15 1.26049023e+15 -1.45475793e+14\n", + " 1.20485159e+15 9.85456852e+14 -7.23673193e+14 -1.53645861e+15\n", + " 3.92653398e+15 -8.93262550e+14 5.56171800e+14 3.13974974e+15\n", + " -4.06896623e+14 3.63538673e+13 6.51540227e+14 2.78699814e+14\n", + " 2.01342741e+15 -2.12449984e+15 9.21321850e+14 1.93577865e+15\n", + " -1.35287786e+15 -1.10467381e+15 -1.30792673e+15 -2.02990655e+14\n", + " -2.23751080e+15 -3.44395978e+14 -8.86527172e+15 -7.03649292e+14\n", + " 4.33157331e+15 -4.34714179e+14 7.43826515e+14 -1.28419344e+15\n", + " -3.35627826e+15 -1.47612040e+15 -2.86369121e+15 -4.52743561e+14\n", + " -1.53029591e+15 -7.56279063e+15 1.17092405e+15 -1.00420383e+15\n", + " -2.70594341e+15 -5.66721863e+13 -3.11800075e+14 -5.30917400e+15\n", + " 6.35412339e+13 -3.38612624e+15 1.18603081e+15 2.38058316e+15\n", + " -2.28227339e+15 2.66358234e+15 2.95565528e+15 -2.41464844e+15\n", + " -5.44988709e+15 7.62178872e+14 -2.29502546e+15 -1.34944951e+15\n", + " -1.93084777e+14 -3.69310672e+15 1.17293968e+14 -1.84662326e+15\n", + " -2.62065739e+15 1.17700598e+15 8.94616606e+14 -1.10914591e+15\n", + " -7.63870435e+15 -5.23986115e+14 -2.07907584e+15 5.02116174e+13\n", + " 1.13436197e+15 2.28877598e+15 -1.67027215e+15 9.80305118e+14\n", + " -5.22345108e+14 -2.38082056e+15 -8.30293617e+14 9.88585650e+14\n", + " 1.46037332e+15 1.03394113e+15 -4.28394200e+15 -3.21540685e+15\n", + " -1.63692239e+14 1.82065994e+15 -1.09648302e+15 4.49056611e+14\n", + " 1.34487912e+15 -2.38501120e+15 8.23317151e+13 -8.15244538e+14\n", + " -3.93210888e+15 2.24158029e+15 -1.44238321e+14 -1.52658405e+15\n", + " 3.05106772e+15 1.65274861e+15 2.24719402e+14 9.47427672e+13\n", + " 1.49780184e+15 1.94237351e+15 -7.84760076e+15 5.65694365e+15\n", + " -2.29090725e+15 -6.92199055e+15 -9.62109442e+15 1.51079875e+15\n", + " -1.93143589e+15 3.79252939e+15 -3.09909374e+14 2.51211494e+15\n", + " -2.33628738e+15 -1.66671164e+15 3.84367454e+14 6.82279600e+14\n", + " -1.09474321e+15 -1.52794758e+15 -1.39700154e+15 -1.30288519e+15\n", + " 2.76999962e+15 -1.96686441e+15 -4.46855479e+14 -1.66071521e+15\n", + " -1.20359645e+15 -2.85057397e+15 -1.17266360e+15 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-2.51646503e+14 3.08474676e+15 6.87455488e+15\n", + " 1.34752604e+15 -3.45007803e+15 8.12105086e+14 1.15906103e+15\n", + " -8.92189047e+15 3.35593298e+15 8.01756574e+14 4.22161260e+15\n", + " 4.19558331e+15 2.50188546e+15 -2.97256327e+14 3.74394519e+15\n", + " -5.16136466e+14 4.82656800e+14 -6.40148875e+14 -1.62336861e+15\n", + " 4.31622843e+14 -2.74578302e+13 3.16802978e+15 1.48888534e+15\n", + " -4.79396155e+14 -1.19467487e+15 7.06071870e+14 -2.63782154e+14\n", + " 1.68578119e+15 -2.62941337e+15 8.45520586e+14 2.70027545e+14\n", + " -6.24671409e+14 3.38021355e+14 -1.28099626e+15 -3.09607133e+15\n", + " -3.65992182e+14 -3.52588762e+15 1.17746800e+15 1.28715998e+15\n", + " -4.84164231e+15 3.65454279e+15 1.16540905e+15 -6.25605261e+14\n", + " -3.71523581e+13 -2.87491048e+15 7.08809515e+15 3.65014648e+14\n", + " 2.62807915e+15 -4.04095064e+15 1.25078966e+15 -1.57169816e+15\n", + " -9.54362118e+14 2.37342308e+15 5.14071848e+15 -9.23166525e+14\n", + " 1.23902295e+15 -4.03416710e+14 -3.63331113e+15 -2.99699825e+13\n", + " -1.30535503e+15 9.55343145e+14 2.48766908e+15 3.08575003e+15\n", + " -1.94318291e+14 1.24981951e+15 -2.86678448e+15 -4.00719265e+14\n", + " -2.23402398e+15 3.11699772e+15 1.93968025e+14 -1.69661753e+15\n", + " -5.72799104e+15 3.15699493e+15 1.85679613e+15 -4.32756171e+14\n", + " 2.24074505e+15 -9.41205786e+14 2.18311060e+15 -9.07110799e+14\n", + " 2.78395516e+15 -5.99721237e+14 2.48092936e+14 2.67347453e+14\n", + " 9.77819539e+14 -8.23446248e+14 1.74826673e+14 2.43982562e+15\n", + " -5.09234483e+13 2.95910502e+15 -2.34740978e+14 -1.66499563e+15\n", + " -1.35356280e+15 4.25295349e+15 -1.93992825e+15 -1.88165378e+15\n", + " -3.48242747e+13 -2.07982411e+13 -7.45753174e+14 -1.15218678e+15\n", + " 1.33064515e+15 -1.25709168e+15 3.30852970e+15 -2.49757658e+15\n", + " 8.61801891e+13 9.90271996e+14 1.60965853e+15 9.99607090e+14\n", + " 7.06692621e+14 3.26742572e+14 2.40271073e+13 -1.67635588e+15\n", + " 3.15924078e+15 -3.22945593e+15 1.44794871e+15 -3.07107579e+15\n", + " 1.57709239e+15 -7.21109088e+14 7.70258196e+13 -1.92861370e+15\n", + " -8.59222441e+14 7.39182893e+14 1.18794825e+15 1.79312260e+15\n", + " -1.34426994e+15 -1.02586991e+14 2.72372608e+15 -2.57826204e+15\n", + " 1.31040837e+13 1.33654204e+15 -5.40067444e+14 -1.00672424e+15\n", + " -4.17785952e+14 4.60072759e+14 1.33880105e+15 1.65489012e+14\n", + " 3.16572094e+15 -1.01828455e+15 1.98909494e+15 -3.88408439e+15\n", + " -1.02554274e+15 5.22250063e+14 2.17526800e+15 4.37018349e+15\n", + " 1.57534565e+14 4.52966845e+13 3.61634846e+15 -3.84838663e+13\n", + " -1.12915853e+15 2.96574803e+14 -2.19743811e+15 -6.02298345e+14\n", + " 1.30660591e+15 -8.44888779e+14 -3.45530571e+14 -2.06963447e+14\n", + " -1.52651546e+15 -3.04744121e+15 -1.36436450e+15 -4.71820341e+14\n", + " 8.96946783e+14 -1.40749896e+15 -3.07446574e+15 -7.30957734e+14\n", + " -2.61731760e+14 1.17996298e+15 -2.49251622e+15 2.07374290e+15\n", + " 3.17331994e+15 -1.29824282e+15 -6.19434863e+14 -6.23538722e+14\n", + " 2.67689125e+15 1.01841047e+15 -5.84549264e+14 3.29780111e+14\n", + " -2.43047905e+15 -1.14255202e+15 2.59926995e+15 -8.83677580e+14\n", + " 6.61457701e+14 -3.33960413e+14 -4.01836887e+14 3.91843686e+13\n", + " 3.61797180e+15 8.76054935e+14 -3.20916960e+14 -2.29047547e+15\n", + " 4.15126107e+15 -3.48256921e+14 2.49660091e+14 6.96141985e+14\n", + " -2.85765565e+14 -6.37505690e+13 -4.22331765e+14 1.52274463e+15\n", + " -1.93062224e+15 1.40032175e+15 6.87540789e+14 -2.70356051e+15\n", + " 1.61991121e+13 -3.05577598e+14 -3.14563918e+13 1.23408522e+15\n", + " -1.04271582e+15 1.49086897e+15 -2.98412280e+15 4.15507415e+15\n", + " 1.23039905e+15 3.36861786e+15 8.30597261e+13 -3.29401088e+14\n", + " -2.98531762e+15 5.30491937e+13 9.59149367e+14 -5.25341892e+14\n", + " 5.13704595e+14 5.41433835e+15 8.28540668e+14 -6.87532112e+14\n", + " -5.10116858e+14 -1.24700694e+15 1.16648735e+15 -9.91979666e+14\n", + " -4.21046565e+14 2.16547563e+15 -1.48564825e+15 1.94826161e+15\n", + " 2.22074167e+15 3.23279825e+15 -4.65473099e+14 1.04601410e+14\n", + " 5.69304681e+14 -1.59704301e+15 -1.43209579e+15 4.36268304e+14\n", + " 1.00698245e+15 -1.13286619e+15 -2.00372642e+15 1.14530940e+15\n", + " 2.94305901e+14 -2.73344517e+14 8.51981935e+12 -7.05290967e+14\n", + " -1.70415021e+15 1.52839987e+15 -3.54430823e+15 -7.09365417e+14\n", + " 6.51894197e+14 -1.28923047e+15 -1.12512458e+15 1.12656182e+15\n", + " 1.91055864e+15 -7.27191378e+15 4.53118109e+14 -1.29572324e+15\n", + " -5.31561290e+14 -4.70926036e+14 -2.93872208e+13 -1.19841323e+15\n", + " -1.93736251e+14 -1.96969126e+15 -2.35102737e+15 1.77501741e+15\n", + " 6.30466710e+13 -1.91919328e+15 1.29855414e+15 2.08039841e+15\n", + " -1.04251450e+15 1.50891186e+15 1.73306685e+15 2.66171186e+14\n", + " -2.50407556e+15 -1.16178351e+15 9.57123916e+15 3.08662763e+15\n", + " 3.36071155e+13 2.83350374e+14 -2.17445165e+15 4.59897631e+14\n", + " 6.41878845e+14 -1.21258812e+15 2.07222098e+13 -5.39269134e+14\n", + " 1.09483118e+15 -4.71323459e+14 1.89276071e+15 2.76394301e+14\n", + " -3.17815147e+15 -1.63255387e+15 4.30731955e+15 3.04008462e+15\n", + " -1.10728172e+14 8.49829873e+14 -1.35253049e+15 -1.66468485e+15\n", + " -6.90588998e+14 -7.10049860e+14 -4.46634363e+14 -1.09436254e+15\n", + " -2.75013772e+14 5.92339688e+14 4.78878351e+14 2.25202334e+15\n", + " -1.59337689e+15 -1.79020783e+15 5.05179072e+14 6.76973666e+14\n", + " 1.58437916e+14 3.04344055e+14 -8.97961090e+14 7.80693288e+14\n", + " -1.03574929e+15 1.04134576e+15 7.94091946e+13 2.19534395e+15\n", + " -2.41273827e+15 1.07599543e+15 -5.70831059e+14 -1.64218648e+15\n", + " -1.26795021e+15 1.43510437e+14 -2.84718830e+15 -1.57553639e+14\n", + " -2.17165057e+15 -4.69776773e+15 -5.06299495e+14 4.03310717e+14\n", + " -9.12502292e+15 -3.95636695e+15 1.65709310e+15 -1.33921121e+15\n", + " -2.66716187e+15 3.42308237e+14 -1.12745428e+15 -1.38548131e+15\n", + " 2.26499793e+15 -3.64026374e+14 -1.49991018e+15 9.39188058e+14\n", + " -4.51743925e+15 2.87979198e+14 3.78929327e+14 -2.81719691e+14\n", + " -7.76877029e+14 -6.13654008e+14 5.79505758e+14 1.27487944e+15\n", + " -4.14853719e+14 2.00068293e+14 5.92793974e+14 1.98024333e+15\n", + " 1.25619201e+15 3.00275945e+14 -3.26039952e+14 7.14224113e+14\n", + " -2.45908205e+13 8.95142986e+14 -1.60971397e+14 2.06789596e+15\n", + " 1.99533930e+15 1.26588835e+15 1.27614093e+15 7.21002395e+14\n", + " -1.38865560e+15 -1.54907722e+14 1.74152726e+15 -6.48187783e+14\n", + " 4.49392632e+14 3.30886397e+15 -6.92293896e+14 -7.13592803e+14\n", + " 1.11110485e+15 1.18748183e+15 -8.92316521e+14 4.79721985e+14\n", + " 1.97336100e+15 1.95953729e+15 3.21677831e+14 -9.71301241e+14\n", + " 5.54545057e+14 1.28890685e+15 -6.44768343e+14 -7.30964748e+15\n", + " -1.08142532e+15 1.06482972e+15 -2.21659122e+15 -1.56702796e+15\n", + " -1.80025434e+15 4.45981431e+14 -1.30328535e+15 5.72923209e+14\n", + " 6.48394827e+14 3.00817623e+14 -1.08813837e+14 -8.07733736e+14\n", + " 1.21382263e+15 -3.14494736e+14 -1.02615351e+15 -8.76545577e+14\n", + " -9.29254334e+13 1.78193848e+15 8.34266376e+13 -8.24246440e+14\n", + " -2.05882616e+15 -4.83685494e+14 1.92028738e+15 -1.17228875e+15\n", + " 5.88868355e+14 1.30959780e+15 7.42799334e+14 2.32302870e+15\n", + " 9.54800798e+14 -4.39964353e+15 -2.85237454e+15 -4.79446818e+14\n", + " -1.41392273e+15 8.82653682e+14]\n", + "Found 1511 total galaxies in catalog for cluster 53335\n", + "[-7.31829562e+14 2.60484622e+15 1.40355443e+15 ... -9.57777171e+14\n", + " 8.21677733e+13 -3.89387591e+14]\n", + "Found 928 total galaxies in catalog for cluster 23919\n", + "[ 1.78645796e+15 -9.50589979e+15 4.94180812e+14 -2.14383501e+14\n", + " 2.44445080e+15 6.56193345e+14 -6.46979641e+14 -2.03540403e+14\n", + " -8.97788844e+14 -1.14187809e+15 7.08424527e+14 2.25033761e+15\n", + " -2.44847261e+15 -1.07683625e+15 2.01207143e+15 4.04345291e+15\n", + " 1.78850994e+15 -1.61505146e+15 2.54889389e+15 -6.44852962e+14\n", + " -2.80191715e+15 4.37198719e+15 -4.87414587e+14 8.66031257e+14\n", + 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-1.60906120e+15 -2.20550173e+15 -7.21010309e+14 3.59627305e+15\n", + " -1.82349974e+15 -1.21956941e+14 -1.05983758e+15 -1.73141982e+15\n", + " -6.49697258e+14 -6.19109584e+14 -1.68509436e+14 7.79211586e+14\n", + " 1.56390707e+14 6.30240333e+14 -1.41048278e+15 1.17899007e+15\n", + " 1.80530017e+15 -3.28833279e+15 -2.83568613e+15 4.70706166e+14\n", + " -5.28364945e+14 -1.67097177e+14 -2.03422858e+15 1.38788604e+15\n", + " 1.93957835e+15 1.42755246e+15 1.26781789e+15 7.15288939e+14\n", + " 2.98272409e+15 -1.40447399e+15 -4.34493165e+14 7.62531291e+14\n", + " 9.08074051e+14 5.70240466e+13 1.79219368e+15 -1.49683815e+15\n", + " 1.68426348e+15 -1.95006856e+15 -6.62974677e+14 -1.71813588e+15\n", + " 1.89178143e+15 1.30353557e+14 -2.52740600e+14 6.26260382e+14\n", + " -1.60341732e+14 -5.42823564e+14 7.46134933e+14 -5.78032224e+14\n", + " 1.35302762e+15 1.72163476e+14 2.52421638e+15 -3.32468267e+11\n", + " -1.37005834e+15 -1.46434742e+14 5.62837749e+13 7.53408231e+14\n", + " -7.09804761e+14 1.80149808e+14 1.93878264e+15 -7.62267555e+14\n", + " -3.46679635e+14 2.85968967e+14 -4.32929061e+14 -8.95116802e+14\n", + " -4.33051795e+13 1.78168750e+15 -5.65386571e+14 -8.02669709e+14\n", + " 7.76727238e+14 -1.06089574e+15 -7.68559347e+14 8.40284677e+14\n", + " -6.74401018e+14 3.50202913e+14 6.63675455e+14 1.12150149e+15\n", + " 1.56507239e+15 -1.39111059e+15 9.17355114e+14 -2.24675287e+14\n", + " 5.79583231e+14 5.20166043e+14 3.38478813e+14 -1.09754122e+15\n", + " -1.37636485e+14 -1.12013650e+14 -5.14193148e+14 6.62504398e+14\n", + " -1.12776876e+14 -7.34046291e+14 1.31192496e+15 1.39963058e+15\n", + " 7.67350069e+14 -5.71292906e+13 -7.54816658e+14 2.19673248e+14\n", + " 7.29641024e+14 -5.03839384e+14 -6.31459565e+14 3.41045049e+14\n", + " 1.23153014e+15 -1.33826066e+15 8.18746445e+14 -1.48122763e+15\n", + " -1.44889066e+14 -3.70928504e+14 -5.12520195e+14 9.45769177e+14]\n", + "Found 4012 total galaxies in catalog for cluster 16567\n", + "[ 8.33226103e+14 4.16475920e+14 -9.58960965e+14 ... -1.48645954e+14\n", + " 9.27488451e+13 -5.65004360e+14]\n", + "Found 2882 total galaxies in catalog for cluster 41321\n", + "[ 1.49555809e+15 8.19365775e+14 -1.10521613e+15 ... -2.24884495e+14\n", + " 5.63695626e+13 -7.34012298e+14]\n", + "Found 791 total galaxies in catalog for cluster 52141\n", + "[-1.05573932e+15 -4.15894055e+15 2.17158312e+14 4.95354784e+15\n", + " -5.17486277e+15 8.00222610e+14 -4.43052636e+15 -1.62688339e+15\n", + " 2.61090673e+15 -2.08387301e+15 -4.55948450e+14 2.95011569e+15\n", + " 2.46205133e+15 5.75885864e+14 -1.91515753e+15 -2.35296471e+14\n", + " -1.00208226e+15 2.10511066e+14 -7.41863614e+14 -9.99844844e+14\n", + " 3.00880418e+15 -5.91937529e+14 -1.12144810e+15 -8.83383880e+13\n", + " -8.29225249e+14 1.82104082e+15 -2.50671541e+14 8.07853757e+14\n", + " -2.84948891e+14 6.33845118e+14 -4.45665453e+14 1.14104999e+15\n", + " 1.62710910e+15 3.25124203e+14 -1.12374547e+15 5.49387642e+14\n", + " 2.63336163e+15 5.20059893e+14 -2.70009001e+15 -7.46800503e+14\n", + " -1.28514786e+15 3.14875695e+14 1.04283451e+15 -6.20244268e+14\n", + " 1.67341545e+14 9.94134837e+14 2.36240838e+14 -3.94411156e+14\n", + " 1.57085368e+14 -2.19560342e+14 -1.02315474e+14 -2.31201552e+14\n", + " 1.37464128e+15 -1.95152542e+14 -1.60417737e+13 -2.12139607e+15\n", + " -5.83059511e+14 5.64650899e+14 2.69345449e+14 -2.95757594e+14\n", + " -1.59793872e+15 -5.41563914e+14 1.09223283e+15 -4.55267061e+14\n", + " 1.71681028e+14 3.34828272e+14 -8.73829834e+12 -2.78755341e+15\n", + " -3.20474535e+15 -6.95031847e+14 7.48155163e+14 2.07471068e+13\n", + " -1.30829423e+15 -7.02902382e+14 6.12679007e+14 -1.21087807e+15\n", + " 4.83103106e+14 3.46342994e+14 -1.77399726e+14 -4.00244126e+15\n", + " 1.22422753e+15 1.94217054e+15 -1.56495839e+15 9.83738167e+14\n", + " -2.17813682e+15 8.32162900e+14 5.49094716e+14 -4.93167311e+14\n", + " -3.53844570e+15 -6.43939822e+14 3.78116023e+15 1.36724283e+15\n", + " 2.64971320e+14 -1.35677219e+15 1.33870091e+15 -1.01374850e+15\n", + " -1.14028086e+15 -8.53348938e+14 6.78793534e+15 8.72443364e+14\n", + " 1.74144258e+15 1.89644590e+15 -5.80119015e+14 7.78724166e+14\n", + " 6.79835497e+14 -2.42527445e+15 -2.95745375e+15 4.62565869e+14\n", + " 1.51697031e+14 -2.56273885e+15 4.05721705e+15 -1.90888571e+15\n", + " 1.96853376e+15 -9.63709191e+14 -1.03407300e+15 -2.23446362e+14\n", + " 4.21516904e+14 1.48291208e+14 1.49490777e+15 -1.42276868e+15\n", + " -1.73565034e+15 -1.27019853e+15 3.06206737e+15 -2.98280351e+15\n", + " -1.43099380e+15 1.66301102e+15 -3.55201370e+14 3.18972473e+15\n", + " 2.00496900e+15 2.49610952e+14 1.64962805e+15 -1.79122226e+15\n", + " -5.28423325e+15 -7.68888915e+15 6.01329351e+14 2.52519637e+15\n", + " -4.08925937e+14 1.25690150e+15 1.53184405e+14 4.10429532e+14\n", + " 9.25874580e+14 -8.36254958e+13 2.24232002e+14 7.64466488e+13\n", + " -1.16979111e+15 2.70846478e+14 6.98744108e+14 3.57608538e+15\n", + " -5.05729825e+14 5.53725401e+15 -1.06729609e+15 1.04926782e+15\n", + " 2.38469331e+15 -5.05826859e+15 9.84875517e+14 8.68683670e+15\n", + " -1.50865244e+15 -1.25328907e+15 1.77717925e+15 -6.92847969e+13\n", + " 2.46240578e+14 5.16079082e+15 -1.67612411e+15 -8.10193143e+14\n", + " 1.91518604e+13 1.42322053e+15 4.42768720e+14 7.00580021e+15\n", + " -9.63386841e+14 1.65418241e+15 6.04737236e+14 1.10752351e+14\n", + " -4.17285242e+15 -3.94033852e+14 2.51747389e+14 -1.77900085e+15\n", + " -1.94846765e+15 -9.59503800e+14 7.53440437e+14 -4.36345833e+15\n", + " -1.98593487e+15 1.48638939e+15 -4.48697459e+15 5.97344287e+15\n", + " -2.28305063e+15 -4.81348723e+14 -7.24786723e+12 1.82481855e+14\n", + " 1.70441835e+15 3.27465441e+15 -9.79361843e+14 -1.06899142e+14\n", + " 6.96978061e+15 -1.21353108e+14 -3.62469910e+15 2.41880140e+14\n", + " 1.21872309e+15 -5.39951155e+14 1.62578501e+15 -9.54835410e+14\n", + " 1.20973129e+15 7.85449606e+14 3.15348907e+13 -1.19832245e+14\n", + " 1.70621637e+15 1.04749153e+15 3.92287648e+15 2.31317186e+14\n", + " 1.18097947e+15 4.71994303e+15 3.19542583e+15 -2.03216527e+15\n", + " 2.99256121e+15 -3.14219252e+15 1.39528820e+15 -4.84111951e+15\n", + " 2.13297862e+14 4.30565016e+14 7.67108284e+14 -5.30298757e+15\n", + " -7.40716658e+14 -3.40669413e+15 1.13443367e+14 -3.41335244e+14\n", + " -1.93742640e+15 7.12310922e+14 -4.95232259e+14 -3.56339741e+15\n", + " 2.17368005e+15 -1.14086803e+15 -2.84950828e+15 -2.13818858e+15\n", + " 1.15821533e+15 6.06171185e+15 5.33041170e+15 4.60819377e+15\n", + " -1.73684041e+15 1.98333445e+14 8.23386912e+15 -8.17447118e+14\n", + " -2.60170851e+15 -4.50052668e+12 2.27816409e+15 1.30631558e+15\n", + " -5.46998084e+15 2.44929237e+15 4.18156182e+14 8.54368234e+14\n", + " -5.18395636e+15 -5.83824559e+14 2.49481828e+15 3.29044281e+14\n", + " -3.16021317e+15 1.43213775e+15 -2.56131787e+15 -3.20881530e+14\n", + " 8.79154577e+14 6.40782778e+14 -4.34228994e+15 -5.98764028e+15\n", + " -2.06912981e+15 -3.88198953e+15 1.53696603e+15 -4.91422151e+15\n", + " -1.00400131e+15 -1.81911889e+15 2.81709163e+15 -9.24192027e+14\n", + " 3.57571231e+15 5.51077557e+15 3.65563849e+15 1.29000885e+15\n", + " -3.98675015e+14 3.02595040e+15 1.29166073e+15 2.12451551e+15\n", + " -1.08653626e+15 -9.42605234e+14 -1.30273556e+14 1.37579663e+15\n", + " -2.87342829e+15 1.99537351e+14 -7.19246095e+14 -2.86407079e+15\n", + " 2.03481635e+14 6.21286149e+14 -1.94937271e+15 -3.24408465e+15\n", + " -2.73057710e+15 -9.11330587e+14 -3.35393753e+14 8.93762488e+14\n", + " 5.52893428e+14 1.03206271e+15 -1.76346073e+15 1.10444190e+15\n", + " 1.87640890e+15 -3.69395736e+15 -1.46435443e+15 1.27490232e+15\n", + " -4.65725802e+15 3.28455582e+15 -6.47319258e+14 -1.97155562e+15\n", + " -8.04924165e+15 -4.56749127e+14 7.88141503e+15 1.09381948e+15\n", + " 2.26594276e+15 1.85081668e+14 1.16421757e+15 7.82360999e+14\n", + " -1.58510262e+15 -1.23466158e+15 -3.52669304e+14 1.85425231e+13\n", + " -3.13008340e+14 9.12334836e+14 -3.01639123e+15 7.90429851e+14\n", + " 5.56208359e+14 9.50042325e+14 8.78564653e+14 1.36455916e+15\n", + " -1.10950481e+15 2.26237851e+15 6.42444770e+14 -5.38652497e+14\n", + " -5.96475925e+14 -5.37497277e+13 9.70177517e+14 -1.41412452e+15\n", + " -3.80312505e+14 -1.55937257e+15 -4.79072697e+14 1.33810965e+15\n", + " 3.61573097e+14 1.80380803e+15 -3.18888169e+15 -1.99199590e+15\n", + " -6.30682052e+15 2.92203071e+15 2.86176753e+15 1.77321757e+15\n", + " 7.56411605e+15 -2.63914772e+15 7.96101813e+13 5.07876347e+15\n", + " -1.77359099e+14 -2.16433276e+15 1.61344383e+15 -4.16081825e+14\n", + " -1.17974486e+15 -2.18136785e+15 5.14241817e+14 1.37243282e+15\n", + " 1.84796195e+15 -1.47661852e+15 -1.64482027e+11 -3.73499979e+15\n", + " -2.10594661e+14 4.21218404e+15 1.80607959e+15 -7.13875124e+14\n", + " -8.28349011e+13 1.16471186e+15 -2.68549830e+15 1.31174792e+15\n", + " -4.23304257e+15 2.07729626e+15 2.23062536e+15 -3.85846840e+14\n", + " 2.07717539e+15 8.31565786e+14 1.50259913e+15 -1.61650808e+15\n", + " -1.41849486e+15 9.22994577e+14 2.59864839e+15 -6.09430076e+14\n", 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-3.11667961e+14 -4.42965727e+13 5.75782987e+14 1.06975937e+15\n", + " -1.20893401e+15 -9.71795153e+14 1.15515924e+15 2.28315157e+15\n", + " -1.29819329e+14 4.80638412e+14 1.47495264e+15 -1.79218851e+15\n", + " 1.73421236e+15 -2.16903577e+15 1.03131301e+15 -8.21293414e+14\n", + " -2.27042921e+15 1.22285650e+14 6.53386980e+14 -1.93670544e+15\n", + " -1.78263153e+15 2.93880514e+15 2.99925168e+15 2.80427893e+15\n", + " 3.07257841e+15 -7.69458924e+14 6.28378199e+14 5.16639070e+14\n", + " 1.25934310e+15 -6.92365248e+14 -8.31420362e+14 -1.48727325e+15\n", + " 9.14211736e+14 -3.76632766e+14 -1.66043433e+15 4.23500510e+15\n", + " -4.60169938e+14 -2.29293855e+14 7.71561041e+14 5.62685182e+14\n", + " -2.60245080e+15 1.25894988e+15 7.13812080e+14 3.27781471e+15\n", + " -3.95095322e+15 6.77333346e+14 8.43967561e+14 -2.09844182e+14\n", + " 2.29930842e+14 -2.97664232e+14 6.94677266e+13 1.19721736e+15\n", + " 8.68938725e+14 3.88952933e+15 1.51476112e+15 2.90343578e+15\n", + " -7.66466195e+14 -1.98984327e+15 -2.04705303e+15 2.01198338e+15\n", + " 9.78143492e+14 4.38413752e+14 3.62455062e+14 -1.38295950e+15\n", + " -4.23867045e+13 1.51659099e+15 1.38653355e+15 9.01922383e+14\n", + " 1.22498565e+15 1.17158926e+15 6.13398703e+13 -7.65247665e+14\n", + " 2.44578779e+15 -9.20217305e+14 4.33761878e+14 -5.22339296e+15\n", + " 1.60401434e+15 1.12125283e+15 2.44914654e+15 3.31762541e+14\n", + " -1.06950133e+15 1.03098653e+15 4.39077123e+14 -1.88466239e+15\n", + " 3.94486744e+14 3.86665995e+14 1.16937314e+15 1.62992697e+15\n", + " 1.65093383e+14 9.23527133e+14 -1.03492958e+15 -1.91447720e+15\n", + " -6.52098913e+14 -1.20190534e+15 6.95971704e+14 1.13292771e+15\n", + " -7.77772733e+14 3.45769822e+14 4.70114483e+14 3.71331356e+15\n", + " 1.72844390e+15 2.26719667e+15 -8.33049720e+14 -6.89694634e+14\n", + " 2.22200442e+15 -6.81101702e+14 -6.62831069e+14 -7.21675759e+14\n", + " 4.88159094e+14 2.78715154e+15 1.05837920e+15 4.57841126e+14\n", + " -2.29785824e+15 -6.75953948e+13 4.17423638e+14 2.41941842e+14\n", + " -4.37728026e+15 -2.62595194e+14 -1.79558838e+14 -5.72337926e+14\n", + " 1.47117968e+15 -5.42844731e+14 -1.89688221e+15 -8.55143541e+14\n", + " -4.66269752e+15 1.27203245e+15 8.70064233e+14 2.14507934e+15\n", + " -2.12050880e+14 -4.12535219e+13 2.07613025e+15 6.33264929e+14\n", + " 3.27000200e+14 -1.02767850e+15 -3.34952214e+14 1.00385769e+14\n", + " -2.96592727e+14 2.13767872e+14 -6.46606060e+14 2.96279404e+15\n", + " 2.15244276e+15 -2.17948869e+15 -1.59968377e+15 1.89945817e+15\n", + " 2.60485102e+15 9.26668003e+14 1.06780494e+15 1.87897190e+15\n", + " -9.19143487e+14 1.01318347e+15 8.17496698e+14 -8.64217775e+13\n", + " 8.78208694e+14 2.68260101e+14 3.22450976e+14 7.09758805e+14\n", + " -3.57034437e+14 2.20391226e+15 1.40459195e+15 1.61581322e+15\n", + " 2.61719724e+15 1.16956506e+15 -6.12130887e+14 8.62660604e+14\n", + " -1.07596607e+15 -2.32866531e+14 5.35415231e+13 -1.25472860e+15\n", + " -9.42087239e+14 3.12672918e+15 -1.22840391e+15 -1.61783932e+14\n", + " -2.23136007e+15 -6.99586839e+14 -1.71058799e+15 -2.08954966e+15\n", + " 1.25514186e+15 -1.96062641e+13 -8.08381861e+14 2.81464721e+15\n", + " 1.03835345e+15 3.63048237e+15 -1.06907703e+15 -1.45881219e+15\n", + " 6.18775975e+14 7.73494014e+14 2.22838421e+14 -1.90470829e+15\n", + " 3.50517166e+14 -1.21367455e+15 1.44968204e+15 -3.28224863e+14\n", + " -1.28316552e+15 -1.83303440e+15 6.14037220e+14 2.32141559e+15\n", + " 1.25560181e+15 7.03600777e+14 9.80233642e+14 -1.98904529e+15\n", + " -3.03238731e+15 -3.11761304e+15 1.88320965e+15 7.92011292e+14\n", + " -1.31509821e+15 -5.73352788e+14 7.95811235e+14 -6.61512553e+13\n", + " -5.84329090e+14 1.78169346e+14 -1.17458161e+15 4.07207935e+15\n", + " -1.21819686e+15 -7.23584896e+14 1.81748088e+14 -3.68984688e+14\n", + " -7.32232630e+14 1.12067628e+15 -2.31139275e+15 -2.89105565e+14\n", + " 9.18349481e+14 -8.77144547e+14 -8.80502794e+14 -3.72827533e+14\n", + " -4.21201249e+14 -1.45980983e+15 1.27247581e+15 -5.17263100e+13\n", + " 1.52422799e+15 1.37932996e+14 1.40981144e+15 -2.20217997e+15\n", + " -2.24231890e+15 5.46818505e+14 1.53493571e+14 -1.37467894e+15\n", + " -1.59021655e+15 -2.39323101e+15 1.16947525e+15 5.29174688e+14\n", + " 2.07440012e+15 -5.48722295e+14 -1.05961144e+13 4.07250518e+14\n", + " -2.95236609e+15 2.59898013e+15 -1.17798128e+14 -9.07663397e+13\n", + " 2.06724071e+15 -1.78575925e+15 2.79084576e+14 7.47127786e+14\n", + " -2.43052722e+15 3.01710440e+15 -3.93688911e+14 -1.63637203e+15\n", + " 1.25284502e+15 -2.77530622e+15 -6.14963239e+14 -1.17909781e+15\n", + " -1.58328069e+15 -2.70748193e+14 1.27050707e+15 2.36824386e+15\n", + " 1.04553053e+15 1.94175455e+15 8.97906452e+14 2.29460988e+15\n", + " 8.66302370e+14 -1.19801348e+14 1.86707323e+12 -4.29191287e+13\n", + " 8.80392934e+14 -9.81671708e+14 -7.31073026e+13 2.60760429e+15\n", + " 1.17786205e+15 -1.83314790e+15 -1.91289887e+15 7.13319584e+14\n", + " 3.06719421e+13 -2.82100377e+14 9.78989502e+14 1.50687962e+15\n", + " 1.10237323e+15 1.81974784e+15 1.51081710e+15 1.52223476e+14\n", + " 7.18447895e+14 4.77540016e+14 -5.92338717e+14 2.69240089e+14\n", + " -3.78661752e+14 -3.38452945e+15 2.11617230e+15 9.36179786e+14\n", + " 5.89149923e+14 8.54039196e+14 -1.03358501e+15 -1.96700231e+15\n", + " -9.24163661e+14 1.40521730e+15 -2.06074755e+15 2.50674679e+15\n", + " 5.26268380e+14 1.92034352e+15 -1.81692656e+14 -1.12013446e+14\n", + " -3.09821316e+15 -5.70689819e+14 6.85155251e+14 -4.40591874e+14\n", + " 1.44034826e+13 -6.03432209e+14 1.69416625e+14 -1.33475279e+14\n", + " -7.39080365e+14 -1.09039420e+15 6.56487610e+14 -5.15724894e+15\n", + " -6.45590111e+14 -3.54727104e+13 1.25865851e+15 -2.62357263e+14\n", + " -1.02533371e+15 4.85354073e+14 6.85972045e+13 -5.55285265e+14\n", + " 5.24885777e+14 1.12166356e+15 5.38609994e+14 2.62132521e+14\n", + " -2.11340702e+14 7.58383039e+14 -1.33079877e+15 -1.02105892e+15\n", + " -6.82283591e+14 -1.27290069e+15 -9.43179650e+14 4.62616676e+13\n", + " 6.16171729e+14 6.31456232e+14 1.10113582e+15 -4.25226427e+13\n", + " 6.27937056e+14 -1.58295375e+14 2.65243473e+15 1.07490484e+15\n", + " 9.54096276e+14 5.34331986e+14 -8.20115915e+14 5.16300307e+13\n", + " 1.36679001e+14 -6.51799877e+14 -6.12094126e+13]\n", + "Found 3045 total galaxies in catalog for cluster 52451\n", + "[ 3.04693807e+15 7.07067008e+14 1.87915907e+14 ... -9.65256746e+13\n", + " 1.89603870e+14 2.65603224e+14]\n", + "Found 1697 total galaxies in catalog for cluster 51057\n", + "[ 7.28980276e+14 -3.73087099e+15 -4.87428420e+14 ... 4.88558592e+14\n", + " 8.94190415e+14 -4.07892435e+14]\n", + "Found 2968 total galaxies in catalog for cluster 14210\n", + "[ 7.91970374e+14 6.20359566e+14 1.15626788e+15 ... -5.68323675e+14\n", + " 4.03226077e+14 -2.12972159e+14]\n", + "Found 3194 total galaxies in catalog for cluster 33410\n", + "[-2.26554926e+15 -4.44020068e+14 9.36153893e+14 ... -8.34256174e+14\n", + " 3.08709511e+14 -6.68186244e+14]\n", + "Found 3816 total galaxies in catalog for cluster 78132\n", + "[-1.80128580e+15 -7.97308676e+14 2.68151324e+14 ... -5.75719005e+14\n", + " 3.92844454e+14 -7.02247444e+14]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "cluster_z and type 0.49929956 \n", + "cluster_z and type 0.64601874 \n", + "cluster_z and type 0.6410095 \n", + "cluster_z and type 0.6587467 \n", + "cluster_z and type 0.8156214 \n", + "cluster_z and type 0.6254669 \n", + "cluster_z and type 0.8727886 \n", + "cluster_z and type 0.5422798 \n", + "cluster_z and type 0.77666825 \n", + "cluster_z and type 0.33334264 \n", + "cluster_z and type 0.72671944 \n", + "cluster_z and type 0.46572214 \n", + "cluster_z and type 1.035111 \n", + "cluster_z and type 0.9868597 \n", + "cluster_z and type 0.48154548 \n", + "cluster_z and type 0.34901306 \n", + "cluster_z and type 0.660803 \n", + "cluster_z and type 0.5489526 \n", + "cluster_z and type 0.5732822 \n", + "cluster_z and type 0.48545152 \n", + "cluster_z and type 0.48073718 \n", + "cluster_z and type 0.5205169 \n", + "cluster_z and type 0.45513922 \n", + "cluster_z and type 0.37233016 \n", + "cluster_z and type 0.72563916 \n", + "cluster_z and type 0.25462273 \n", + "cluster_z and type 0.549555 \n", + "cluster_z and type 0.71684 \n", + "cluster_z and type 0.56993246 \n", + "cluster_z and type 0.6154449 \n", + "cluster_z and type 1.0356219 \n", + "cluster_z and type 1.0020661 \n", + "cluster_z and type 0.23431362 \n", + "cluster_z and type 0.5927657 \n", + "cluster_z and type 0.6087652 \n", + "cluster_z and type 0.6046681 \n", + "cluster_z and type 0.50011617 \n", + "cluster_z and type 0.593976 \n", + "cluster_z and type 0.8731144 \n", + "cluster_z and type 0.592247 \n", + "cluster_z and type 0.43162814 \n", + "cluster_z and type 0.51871866 \n", + "cluster_z and type 0.34493634 \n", + "cluster_z and type 0.43753046 \n", + "cluster_z and type 0.6061629 \n", + "cluster_z and type 0.71660864 \n", + "cluster_z and type 0.8984475 \n", + "cluster_z and type 0.86106193 \n", + "cluster_z and type 0.57198143 \n", + "cluster_z and type 0.48342547 \n", + "cluster_z and type 0.24044088 \n", + "cluster_z and type 0.6384199 \n", + "cluster_z and type 0.45206454 \n", + "cluster_z and type 0.7653682 \n", + "cluster_z and type 0.4100084 \n", + "cluster_z and type 0.9812018 \n", + "cluster_z and type 0.99775815 \n", + "cluster_z and type 0.8671669 \n", + "cluster_z and type 1.0477397 \n", + "cluster_z and type 0.49412334 \n", + "cluster_z and type 0.596166 \n", + "cluster_z and type 0.9101417 \n", + "cluster_z and type 0.5932099 \n", + "cluster_z and type 0.7193937 \n", + "cluster_z and type 0.653051 \n", + "cluster_z and type 0.53016365 \n", + "cluster_z and type 0.46268275 \n", + "cluster_z and type 0.84439105 \n", + "cluster_z and type 1.1292421 \n", + "cluster_z and type 0.28674597 \n", + "cluster_z and type 0.7892001 \n", + "cluster_z and type 0.5305519 \n", + "cluster_z and type 0.62169576 \n", + "cluster_z and type 0.61630654 \n", + "cluster_z and type 1.0183831 \n", + "Process 0 done reading\n", + "Overall pair count = 200603\n", + "Collecting data for cluster 0\n", + "Found 2851 total galaxies in catalog for cluster 11\n", + "[-3.04929547e+15 3.58125685e+14 3.34425660e+15 ... -4.50544427e+14\n", + " -1.14579928e+14 -4.62921605e+12]\n", + "Found 2456 total galaxies in catalog for cluster 827\n", + "[-1.33703882e+15 5.80446548e+14 -4.81580384e+14 ... -1.75084206e+14\n", + " -8.41406706e+14 5.36018298e+14]\n", + "Found 2413 total galaxies in catalog for cluster 1985\n", + "[-1.01339609e+15 -2.22736476e+14 -4.40678920e+13 ... -8.07182716e+14\n", + " -1.06925627e+15 9.91306476e+13]\n", + "Found 2346 total galaxies in catalog for cluster 1632\n", + "[-1.19264261e+15 -2.29808619e+15 -2.10041674e+14 ... -3.43920385e+14\n", + " -2.29902410e+14 7.11126982e+14]\n", + "Found 891 total galaxies in catalog for cluster 2453\n", + "[-9.61039928e+13 -7.67394904e+14 -1.43719223e+14 -8.22134461e+14\n", + " -2.90735736e+14 -4.93221770e+14 2.45026692e+14 -1.93210914e+15\n", + " -1.89443268e+15 5.83861530e+14 -1.14858122e+15 -2.43468498e+15\n", + " 3.18216393e+14 -1.23393815e+15 2.86750359e+15 1.98407861e+15\n", + " 2.16578425e+15 -7.47102584e+14 -3.08259379e+15 1.04433379e+15\n", + " 1.76687222e+15 -7.66530205e+14 3.04549404e+15 1.28145207e+15\n", + " 9.73727917e+14 2.04229355e+15 5.70245086e+14 -1.79868550e+14\n", + " -7.16426904e+14 4.96627755e+15 2.18333092e+15 6.14631093e+14\n", + " -7.02431550e+14 -5.33236840e+14 8.85895442e+14 -4.75481875e+15\n", + " 2.79294809e+15 6.51824220e+15 -3.44246822e+15 -1.27476972e+15\n", + " 8.60152329e+15 1.72866376e+15 -2.66049176e+15 -1.66133025e+15\n", + " -1.38791323e+14 -1.50850604e+15 5.80586154e+14 6.51746223e+14\n", + " 1.45400749e+15 4.14502361e+15 -5.45506875e+14 1.55249336e+15\n", + " 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4.48462257e+13 -2.23502558e+13 -8.92537464e+14\n", + " -6.73379783e+14 -1.69016898e+14 -3.08999442e+14 7.10477363e+14\n", + " -7.00707623e+14 6.51777200e+14 9.51545754e+14 -1.71465708e+14\n", + " 4.63152259e+14 -8.43886194e+13 -3.27077527e+14 -1.36970578e+15\n", + " 4.07937924e+14 -1.12983563e+15 8.79570520e+14 -3.13753948e+13\n", + " -2.55674543e+14 -1.11047442e+15 1.01700943e+14 1.22730558e+14\n", + " 2.19407517e+13 -7.94221148e+14 -1.53985690e+15 2.52870781e+14\n", + " 5.44114750e+14 -1.07285672e+15 -4.51169494e+13 1.02605235e+15\n", + " -9.35629142e+13 1.55953458e+15 -3.23563771e+14 -2.89894436e+15\n", + " -2.90402274e+14 5.59153315e+14 1.45705887e+14 -2.10788275e+14\n", + " 6.10550063e+14 1.86927613e+14 3.31809619e+14]\n", + "Found 3782 total galaxies in catalog for cluster 2678\n", + "[ 9.25944092e+14 -1.88387943e+14 1.91406216e+15 ... 5.15689713e+14\n", + " -2.05381872e+14 3.60051216e+14]\n", + "Found 1069 total galaxies in catalog for cluster 4643\n", + "[-5.99630745e+13 -7.36530050e+14 2.36650839e+14 ... 1.95681960e+13\n", + " -2.83152979e+14 1.11416530e+15]\n", + "Found 432 total galaxies in catalog for cluster 5084\n", + "[-5.15901487e+14 1.17142820e+15 -5.82578956e+14 -1.38432340e+15\n", + " -1.39679767e+14 7.19948795e+14 -6.83185214e+14 -1.25042296e+13\n", + " 1.56953218e+15 -1.30269512e+14 3.00169261e+14 4.88160414e+12\n", + " -4.54343393e+15 -1.18176245e+15 -1.67578529e+15 2.12006805e+15\n", + " -4.08701942e+15 -9.09413912e+15 2.71568862e+14 4.84152276e+15\n", + " -2.06626547e+15 -5.99072528e+14 5.97204342e+14 1.00159122e+15\n", + " 5.40954505e+15 3.00027873e+14 -6.35487576e+14 -2.13133405e+15\n", + " -6.38313336e+14 6.49081957e+15 1.33458525e+15 -2.72701761e+15\n", + " -2.03551424e+14 2.44767416e+15 2.03212715e+15 -8.51492266e+14\n", + " -5.73593096e+15 2.01841519e+15 -2.20554086e+15 4.18610703e+14\n", + " -4.23650801e+14 2.21816217e+15 6.20406881e+14 1.50206083e+15\n", + " -2.54962453e+15 8.43501008e+12 -1.31374189e+14 5.91765058e+15\n", + " -6.14085344e+15 -4.75441240e+14 -5.11006951e+15 1.49314128e+15\n", + " -5.74678991e+15 1.23005028e+15 -6.28620248e+14 7.53364476e+15\n", + " 1.65377922e+15 5.00341493e+14 9.53580226e+14 -6.56735959e+15\n", + " -1.68220493e+15 -1.78629458e+15 6.58981296e+15 -2.73866058e+15\n", + " -5.42392945e+15 -2.14153047e+15 -2.07268244e+15 -4.74128775e+15\n", + " 8.84364026e+14 -1.57013163e+15 3.46594797e+15 1.48384352e+15\n", + " 1.31731791e+15 4.77787781e+15 -4.38462338e+15 2.53359983e+15\n", + " -4.16829196e+15 4.94253133e+14 2.94845031e+15 -4.68482027e+15\n", + " -2.90604490e+15 -1.60265388e+15 2.82378338e+15 2.75676101e+15\n", + " -5.01903093e+14 3.57873309e+15 -4.60873973e+15 -1.24552792e+15\n", + " -6.08167162e+15 -3.32749667e+15 -2.57489844e+15 7.46613580e+13\n", + " -4.04219881e+15 3.51772382e+15 -3.68701813e+15 7.77632013e+14\n", + " -5.47089063e+14 3.93537610e+15 -2.30952735e+15 -4.27426658e+15\n", + " 9.27766882e+13 3.37851842e+15 -1.34251359e+15 3.29700128e+15\n", + " -1.23350615e+15 6.35981434e+15 9.89177345e+14 -2.98655473e+14\n", + " -3.30505750e+14 8.81298933e+14 3.57613572e+15 -5.98283214e+14\n", + " -1.61188455e+15 -2.36347299e+14 -1.79160088e+15 -3.36122693e+15\n", + " 7.31400455e+15 2.41956856e+15 3.99765442e+15 -5.66064399e+15\n", + " -8.41026718e+14 -1.51561768e+15 2.56587007e+15 -2.18788506e+15\n", + " 2.73629619e+15 1.29958687e+15 4.55866671e+15 1.18101934e+14\n", + " 4.35343308e+15 7.08147418e+14 4.62196897e+14 -6.90247737e+15\n", + " 7.59026683e+14 -3.87295570e+15 -2.92656219e+14 -3.85606099e+15\n", + " -3.53783182e+15 -2.29787583e+15 -1.39273408e+15 -3.17720245e+15\n", + " 3.21630355e+15 -2.91882203e+15 1.74279887e+15 -2.37021906e+15\n", + " 7.22841233e+14 3.77532382e+14 1.80074415e+15 -3.64116188e+14\n", + " 1.28560855e+15 -1.36095067e+15 6.58110276e+14 7.46784722e+14\n", + " -1.76135916e+15 1.28189007e+15 -1.53279147e+15 -3.02732467e+15\n", + " 1.88680297e+15 4.75873967e+15 -3.11763476e+15 -1.13986327e+14\n", + " -1.57930691e+15 1.78820640e+15 -8.88293065e+14 -1.18653215e+15\n", + " -1.22444689e+15 3.82270558e+15 2.16797704e+15 -1.11308935e+15\n", + " 2.13509785e+14 8.87945894e+14 -2.83871003e+15 -4.40436949e+15\n", + " 1.91556312e+15 8.38658131e+14 3.01353302e+14 1.04964051e+15\n", + " -2.22038317e+15 6.30789305e+14 2.05916481e+15 3.12404758e+15\n", + " 2.74174348e+15 -3.76128730e+15 2.01698483e+15 -4.96740100e+14\n", + " -9.79742998e+14 7.58511586e+15 -2.92037974e+15 -1.64953727e+15\n", + " -2.38698055e+15 -1.55954023e+15 -4.01866698e+15 7.38442557e+15\n", + " -2.29876092e+14 -6.61905051e+14 1.22648329e+15 -1.69936002e+15\n", + " -7.13624769e+14 -1.90332642e+15 -1.58065886e+15 7.64765074e+14\n", + " -9.99972753e+14 6.04872495e+14 8.77827738e+14 1.26267601e+14\n", + " -3.17510164e+15 -3.57176311e+15 -2.45926951e+14 4.91173000e+14\n", + " -1.38463976e+14 2.11423243e+15 3.24845997e+15 2.27662673e+15\n", + " -5.19092437e+14 3.50085368e+14 -1.71460702e+15 -1.30911972e+15\n", + " 2.64560141e+15 1.18012733e+15 2.58562096e+15 -4.58593012e+15\n", + " 1.07981875e+15 -4.58600369e+15 -2.92982035e+15 -4.78472387e+15\n", + " 1.73997524e+15 -1.46995949e+15 4.72596536e+14 -3.34917847e+14\n", + " -2.26777384e+14 -1.37460822e+15 -9.35259527e+14 1.38566258e+15\n", + " -7.72099738e+14 -1.57834205e+15 -3.66141173e+15 2.41528298e+14\n", + " -3.94592432e+14 1.44930947e+15 1.15728851e+15 4.46839290e+14\n", + " 8.00040101e+14 3.63779170e+15 7.01409245e+14 2.30333140e+15\n", + " -2.03840729e+14 -2.20652400e+15 -1.66005712e+15 2.92769861e+13\n", + " 3.13893528e+14 -7.38509846e+14 2.45611336e+15 8.30851037e+14\n", + " -3.27142446e+14 -2.32072878e+14 2.59501271e+14 -2.02684689e+14\n", + " 2.87041068e+14 1.84141466e+15 2.55115524e+15 6.26129921e+14\n", + " 8.09249765e+13 -4.79337100e+14 -3.35078644e+14 -1.13140609e+15\n", + " 2.97499528e+14 2.30369841e+15 9.59882972e+14 -5.41151143e+14\n", + " -4.22865423e+14 1.59064249e+14 -1.33916013e+15 4.20759663e+14\n", + " -1.87034434e+14 3.00769756e+15 1.50089061e+15 1.45878941e+15\n", + " 1.51022046e+15 -2.42061025e+15 -9.11990304e+14 -1.16869453e+15\n", + " -3.64460496e+14 -1.46214458e+15 9.95917386e+14 1.84370973e+15\n", + " 1.61191523e+15 2.67572361e+15 2.08151228e+15 6.17833917e+14\n", + " 2.77000871e+15 -2.53826455e+15 9.36006933e+14 -2.24931513e+15\n", + " 3.04811189e+14 8.23339520e+14 7.31658094e+14 -6.98643896e+14\n", + " 6.68545663e+14 -5.11585204e+14 1.51436068e+14 8.28988759e+14\n", + " -9.45031274e+14 -1.19527432e+14 1.66665442e+14 -1.06184994e+15\n", + " 1.82325601e+15 -2.45382063e+15 5.39916306e+14 5.05105105e+15\n", + " 6.55859293e+14 -9.69691447e+14 1.52805828e+15 -1.51034309e+15\n", + " -3.10074770e+14 -2.60686900e+14 9.47399235e+14 -1.10513995e+15\n", + " -9.60395703e+14 -1.51495784e+15 5.98104706e+14 -3.09768668e+15\n", + " -1.28030683e+15 1.03149516e+15 3.22173443e+14 1.92028186e+15\n", + " -1.53492480e+15 -2.36350128e+15 -2.36617553e+15 -1.94319900e+15\n", + " 4.02420076e+14 -1.41598583e+15 -5.95477209e+14 -1.36805815e+15\n", + " 1.51610377e+15 -2.76220987e+14 -2.13731697e+15 6.32469568e+14\n", + " 7.29731995e+14 1.52773155e+15 -2.01556932e+15 4.01856561e+14\n", + " -9.97949155e+14 4.36314421e+14 -2.70537723e+14 -3.77778760e+14\n", + " 8.82907710e+14 4.96418148e+15 4.55107251e+14 -1.85607406e+15\n", + " -5.14789157e+14 8.47084019e+14 2.88566735e+15 -1.56155696e+15\n", + " 1.10001976e+15 2.10085329e+15 1.09229599e+15 -1.19195671e+15\n", + " -1.21793207e+15 1.29871352e+15 1.86721407e+15 -1.78226153e+15\n", + " 1.36578500e+15 1.86855221e+15 1.02627173e+15 -2.79908201e+15\n", + " 1.81978380e+15 3.40409141e+14 -1.01129158e+15 8.85859388e+14\n", + " -1.99735549e+15 -2.94171854e+14 -8.46105077e+14 2.64722808e+14\n", + " 5.14257675e+15 1.15586899e+15 -2.46504825e+15 1.44058140e+14\n", + " 9.03646150e+14 -3.45794941e+14 -1.00300474e+15 1.35846633e+15\n", + " 2.45443722e+13 -1.24317622e+15 4.71165345e+14 -1.15106149e+15\n", + " 2.06319282e+15 3.51437571e+15 -3.45357969e+15 -7.09353223e+14\n", + " 7.94842479e+14 -1.72744655e+14 1.59566293e+15 7.89181732e+14\n", + " -7.87030466e+14 -6.63350873e+14 1.96211926e+14 3.21757749e+15\n", + " 7.96268696e+14 -1.19901843e+14 -4.02021719e+14 1.89065923e+15\n", + " -5.33385428e+14 -4.80253561e+14 -9.45903991e+13 1.96828060e+15\n", + " -2.79331144e+13 -2.78711018e+14 -5.93826545e+14 3.22537925e+14\n", + " 1.78621381e+15 -4.50335588e+14 -5.99328759e+13 5.79517759e+14\n", + " -1.00814868e+15 1.40240961e+15 -9.86918021e+14 3.08146990e+14\n", + " -2.29900348e+15 -5.77319943e+14 -9.40411054e+14 1.38990429e+15\n", + " -6.86808690e+14 5.89611592e+14 -4.10960280e+14 4.38114217e+12\n", + " 1.75718365e+15 -4.28775905e+14 1.66450018e+14 -1.30672418e+14\n", + " 1.22471521e+15 -2.26846335e+14 -1.49107848e+15 1.04019695e+15]\n", + "Found 2149 total galaxies in catalog for cluster 4434\n", + "[-3.58023393e+14 1.30607695e+15 -1.08175630e+15 ... -8.69230062e+14\n", + " 1.37952325e+15 -7.48411916e+14]\n", + "Found 1830 total galaxies in catalog for cluster 3939\n", + "[-4.44881446e+14 -1.09379331e+15 -8.99975438e+14 ... -3.87649513e+14\n", + " -7.13205168e+13 2.32983673e+13]\n", + "Found 4496 total galaxies in catalog for cluster 6139\n", + "[-1.14152640e+15 2.16065938e+15 -1.91014153e+14 ... 5.50144037e+14\n", + " 1.37525512e+14 4.45825489e+14]\n", + "Found 1511 total galaxies in catalog for cluster 4709\n", + "[-8.77950940e+14 -1.02066315e+15 -2.51338506e+14 ... -1.30756040e+14\n", + " -5.27086192e+14 -7.24151444e+14]\n", + "Found 3903 total galaxies in catalog for cluster 7121\n", + "[-7.24692277e+14 -4.09548471e+15 -1.10981752e+15 ... -3.99494831e+14\n", + " -1.92432930e+14 6.87788183e+14]\n", + "Found 3294 total galaxies in catalog for cluster 8547\n", + "[-7.94004692e+14 -3.47063827e+15 -1.05108819e+15 ... -5.59177887e+14\n", + " -1.57847543e+14 5.30097072e+14]\n", + "Found 819 total galaxies in catalog for cluster 8685\n", + "[-8.69700884e+13 2.19842138e+14 1.17135093e+15 -1.92833768e+15\n", + " 4.41988934e+14 -5.97902411e+14 1.37330315e+15 6.09548427e+12\n", 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2.59692803e+14 2.98084365e+14 2.50814913e+14\n", + " -8.38591568e+14 -1.84057301e+14 -6.19944997e+14 -1.45881190e+15\n", + " 2.55468327e+14 -1.33187485e+14 8.25177850e+14 3.69597471e+14\n", + " 1.32057484e+14 1.21314576e+15 8.86641017e+14]\n", + "Found 626 total galaxies in catalog for cluster 8995\n", + "[-6.81421407e+14 -6.78131153e+14 1.09081744e+15 8.68477306e+14\n", + " 1.15290118e+15 1.79202973e+14 5.38153343e+14 -1.01196924e+12\n", + " 7.06103116e+14 -1.14362223e+16 2.13259006e+15 5.77405564e+14\n", + " -2.22498618e+15 -3.12580357e+12 -1.12357406e+15 2.26188570e+15\n", + " -7.37593956e+13 -5.03350514e+15 1.25013839e+14 2.95544462e+15\n", + " -1.41003121e+15 7.83353883e+14 -2.28311482e+15 -5.64101499e+15\n", + " -8.17283351e+14 -2.23812214e+15 -2.65149094e+15 -5.88321883e+15\n", + " -3.74142490e+15 -2.69264024e+15 -3.09086226e+15 3.41756769e+15\n", + " -1.92080018e+15 -1.78835920e+15 1.36073722e+15 2.85926986e+15\n", + " 8.06536230e+15 2.50730489e+15 1.91472746e+15 9.85213781e+14\n", + " -1.30102234e+15 -1.58154310e+15 -7.43456894e+14 1.74391731e+15\n", + " 1.32154824e+14 -2.44987231e+14 -5.23366279e+14 -8.58801931e+14\n", + " -9.51457499e+14 6.47617982e+14 1.66574543e+15 -3.44502533e+14\n", + " -7.70675451e+15 -2.77764602e+15 7.29350552e+15 3.99226568e+15\n", + " 3.80559298e+15 3.70695901e+15 -5.07810416e+14 1.73409056e+15\n", + " -1.55980612e+14 -1.39536850e+15 3.78537049e+15 7.99913429e+14\n", + " 3.57676629e+15 -2.32787036e+14 1.30664870e+15 3.47227302e+14\n", + " -3.83582809e+15 -3.24665969e+13 -1.24430910e+15 1.65338366e+15\n", + " -2.72065647e+15 7.19415608e+14 1.60210549e+15 -2.44914643e+15\n", + " 1.58250120e+15 1.23719295e+15 -1.25950622e+15 4.20207355e+15\n", + " 2.52473379e+14 5.92211201e+13 3.22092785e+15 1.51109448e+15\n", + " 1.48037547e+15 1.32742625e+15 -7.10581540e+15 2.45101772e+15\n", + " -2.08124198e+15 -6.51722728e+15 -1.51547912e+15 -2.44737353e+15\n", + " 1.68638564e+15 9.33533806e+14 3.86539482e+15 2.92326279e+14\n", + " -3.37143796e+15 1.19051057e+15 -1.27396611e+15 2.26795350e+15\n", + " -4.22510122e+15 -1.50258592e+15 -6.15347433e+15 -2.25358678e+15\n", + " -6.91657688e+14 -1.99840239e+15 -1.86863020e+14 1.84278486e+14\n", + " -1.81254303e+15 -7.84076649e+13 -9.60542101e+13 3.25169685e+14\n", + " -9.65885161e+14 4.62024358e+15 1.69440428e+15 2.51196556e+15\n", + " 2.02164882e+15 7.06060693e+14 -1.77389127e+15 6.78452996e+14\n", + " 2.72383110e+15 1.04636368e+15 2.91958018e+15 2.55637418e+15\n", + " -1.10980259e+15 3.31690151e+15 -8.38225508e+14 -1.81800488e+15\n", + " 1.45473938e+15 -4.20593383e+13 1.48851977e+15 2.45304777e+15\n", + " 1.30813770e+15 -1.66322020e+15 -5.21648389e+13 -2.95442296e+15\n", + " 2.00792722e+15 1.12214861e+15 1.24423253e+15 -1.38877015e+15\n", + " 1.34401163e+14 -1.06123087e+15 1.59453064e+15 1.00450754e+15\n", + " -3.26246902e+14 2.70622099e+15 1.28385675e+14 3.45208256e+15\n", + " 2.50340552e+15 3.23300856e+14 1.79153176e+15 -3.51836630e+15\n", + " 1.10506060e+14 -9.48599308e+15 1.17969819e+15 1.01074741e+15\n", + " -2.21371217e+15 8.86238895e+14 -6.75116403e+14 -6.79333786e+14\n", + " 1.80850565e+15 1.40563757e+15 -6.72606125e+14 2.56127850e+15\n", + " 3.35182835e+15 3.71255353e+15 1.65022545e+15 5.26817901e+14\n", + " 3.35535923e+15 5.61422889e+14 3.24812498e+15 -3.54589748e+15\n", + " -1.44749000e+14 -2.02056706e+15 -9.49682720e+14 1.12255768e+15\n", + " -3.86129021e+15 -9.90596727e+13 -2.43539275e+15 -1.93319933e+15\n", + " -7.80350749e+14 3.90452474e+15 -8.23973139e+14 -6.95021481e+14\n", + " 6.92375660e+13 -2.57741036e+14 -7.97431619e+14 -1.00213690e+15\n", + " 4.05768733e+14 -1.63601830e+14 -3.93103632e+15 -6.15623427e+14\n", + " -8.15607090e+14 -1.37065293e+15 -1.72663334e+14 6.73464936e+14\n", + " 1.24507091e+15 1.63244038e+15 -3.07988762e+15 5.57532220e+15\n", + " -2.75606508e+15 1.54743953e+14 -4.24901665e+15 -1.74509703e+15\n", + " -5.45810580e+14 -9.96395841e+14 -1.44914877e+15 5.49661821e+15\n", + " -2.13111396e+15 -2.56173666e+15 -2.99102444e+12 1.82139647e+15\n", + " -2.41393724e+15 -2.04641259e+15 4.62844165e+14 6.05205970e+14\n", + " 1.44746138e+15 -2.21565351e+14 -1.27372560e+15 -2.42405467e+15\n", + " 1.30166579e+15 -4.08865956e+14 7.38955070e+15 -2.59955931e+15\n", + " -5.23952488e+15 -8.31914988e+14 -3.51655204e+15 1.84456551e+15\n", + " -7.23954261e+14 6.77002432e+13 -5.04683649e+15 1.87962324e+15\n", + " 5.92288237e+15 1.85846483e+15 -1.50741996e+15 2.01102751e+15\n", + " -8.25080637e+14 3.30338838e+15 2.34869429e+15 6.20349038e+15\n", + " 1.03848380e+15 -3.34235043e+15 -4.42700257e+14 -2.35826474e+15\n", + " 2.32886452e+15 2.72386734e+15 6.95863304e+14 7.46951840e+14\n", + " 4.59206749e+13 -5.03806578e+14 -3.45199830e+15 3.01449718e+15\n", + " 9.82696356e+13 -7.02608515e+15 -1.79487805e+14 9.50184567e+14\n", + " -2.32690348e+15 -4.28593847e+14 -2.27069083e+15 -1.27805953e+14\n", + " 7.27933953e+13 1.82794834e+15 -2.68546234e+15 -3.32027909e+14\n", + " -1.50237344e+15 2.84099448e+15 5.58290980e+14 3.23602357e+15\n", + " -8.19596701e+14 1.92131016e+15 -2.99265878e+14 1.61056282e+15\n", + " 7.03987103e+14 -2.48696353e+15 6.60840655e+15 -1.11540424e+15\n", + " -2.88044305e+14 -5.41195598e+13 -6.15055744e+14 -2.27663981e+15\n", + " -9.51964267e+14 2.64448948e+13 -8.18870643e+14 -9.59441396e+13\n", + " 4.78387806e+14 7.49110313e+14 1.29308707e+15 4.68642345e+14\n", + " -7.47035830e+14 -3.65565205e+13 -1.35976345e+15 1.25769671e+15\n", + " 6.48062245e+15 -8.11472507e+14 3.48699766e+15 1.00511771e+15\n", + " 1.13913198e+15 -1.64144831e+15 2.12521347e+15 1.68588622e+15\n", + " 2.39446382e+15 -1.28192900e+15 -1.00772523e+15 -1.80757112e+15\n", + " 1.07144782e+15 -1.08981177e+15 2.01124831e+15 2.11244726e+15\n", + " -9.71179125e+14 6.61909481e+14 7.41257485e+14 -1.32707051e+15\n", + " 1.44697044e+15 -6.85085681e+14 1.79368526e+15 -9.65516004e+14\n", + " -6.32817629e+14 3.68923504e+12 2.47844413e+15 -2.17207141e+15\n", + " 9.86387658e+14 1.28545827e+15 3.75628149e+15 5.48880538e+14\n", + " -2.04357181e+15 1.58371158e+15 -2.82698375e+15 1.84182279e+15\n", + " -2.47698525e+15 8.86646411e+14 1.20279093e+15 3.94530329e+14\n", + " -4.10575895e+15 -1.93103686e+15 -1.23802315e+15 2.04829577e+14\n", + " 9.59118354e+14 2.72105405e+15 -1.15384151e+15 1.88619924e+15\n", + " 9.80982814e+14 1.90427018e+15 -9.72675148e+14 -3.83781290e+14\n", + " -9.10296726e+14 8.11694919e+13 4.48552009e+14 8.03567992e+14\n", + " 1.28971931e+15 -1.21286694e+15 1.04969645e+15 -4.10196477e+15\n", + " -2.77357373e+15 7.17251380e+14 8.20613282e+13 1.74449486e+15\n", + " -2.79296787e+15 2.86701103e+14 -1.10328695e+15 -7.30755353e+14\n", + " -6.71740895e+14 -1.45243018e+15 -7.80686130e+14 8.01618927e+14\n", + " 2.01297805e+15 -2.38295285e+15 -1.54338133e+14 -1.17103173e+15\n", + " 1.04804579e+14 1.80288133e+15 -2.51164600e+13 2.16697868e+14\n", + " 2.57534500e+15 -5.02762348e+15 -4.45604628e+14 -1.60752906e+15\n", + " 5.90042853e+14 8.96377260e+14 -8.70712937e+14 1.74318136e+15\n", + " -2.68838745e+15 2.08800327e+15 -5.86955624e+14 3.54598289e+15\n", + " 1.03845861e+14 5.59879202e+13 3.50265478e+15 -3.76225474e+13\n", + " -1.56021653e+15 -1.36598652e+15 1.79646516e+14 -1.98263181e+15\n", + " -4.93211774e+14 -3.85625707e+14 8.72797299e+14 -9.88670663e+14\n", + " 6.36023729e+12 -1.46948682e+15 1.61711254e+15 -1.45884864e+15\n", + " -3.48836345e+15 -4.02773464e+15 -5.14104391e+14 4.13177050e+14\n", + " -1.45276481e+15 -9.09778220e+14 -5.21979881e+14 1.85358129e+14\n", + " 1.07971453e+15 -2.26509456e+15 3.58020018e+15 4.40678253e+14\n", + " -1.13983959e+15 4.61544229e+14 1.86692516e+15 1.23739678e+14\n", + " -2.48793754e+14 1.14624298e+15 1.91894075e+14 -8.61935688e+14\n", + " -6.17823057e+14 1.30130634e+14 -1.83338984e+15 -3.48289920e+15\n", + " -1.77768703e+15 2.04835943e+15 -2.41808776e+15 -2.19145373e+15\n", + " 1.10600372e+15 3.62100276e+15 4.94726776e+14 1.17290838e+15\n", + " 1.21471519e+14 -1.87505724e+15 -4.18228694e+14 -1.05748637e+15\n", + " 9.24068920e+14 1.08291143e+15 -1.17024111e+15 9.16918206e+14\n", + " 9.61709030e+14 9.29999527e+14 3.27101592e+13 1.26198208e+15\n", + " 6.51720924e+14 -2.94517456e+15 -1.12545167e+15 -3.87566546e+14\n", + " 6.18303628e+14 -8.41106389e+14 3.96692775e+14 1.31651817e+15\n", + " -8.90865864e+14 1.13192167e+15 2.52810910e+15 -1.25186281e+14\n", + " 5.26638933e+14 6.31023994e+14 -1.60010840e+14 6.65543126e+14\n", + " 1.00542867e+15 2.11631920e+13 -2.53097060e+15 -2.17647684e+14\n", + " 4.09594395e+15 2.30060626e+15 -2.20006816e+14 -7.51452742e+14\n", + " -1.31248242e+15 8.07429336e+14 3.48332876e+15 6.30435221e+14\n", + " 5.62100191e+14 -1.66337813e+15 -4.22160429e+12 7.41470236e+13\n", + " -7.30274756e+14 -3.30803349e+14 2.48774647e+14 2.29354571e+15\n", + " -3.14887334e+15 1.52891741e+15 -4.47415721e+15 -1.72910225e+15\n", + " 4.93855632e+14 -1.20612484e+15 -2.23576302e+15 2.43523083e+15\n", + " -4.76712662e+14 1.28965662e+15 2.13588812e+15 4.04566022e+14\n", + " 2.02912410e+15 -8.09177381e+14 4.87975330e+14 -1.36596440e+15\n", + " 3.11524302e+15 2.58858794e+14 -8.24146731e+14 2.36171085e+14\n", + " -6.24672272e+13 6.36290674e+14 -3.83494316e+14 1.09055701e+15\n", + " -9.19483539e+14 -2.75629232e+15 1.83175853e+15 -1.42663823e+15\n", + " 4.96426327e+15 -1.36409279e+14 2.90302958e+15 -2.36245294e+14\n", + " 2.62695225e+14 -2.09849152e+14 1.37814102e+14 -1.90738431e+15\n", + " -9.33346328e+14 -2.90894449e+14 6.08100955e+14 8.03595456e+14\n", + " -1.35817673e+15 1.41991580e+14 -2.09899333e+15 3.64399655e+14\n", + " 1.14849461e+15 -1.00137669e+15 1.43928516e+15 1.76924095e+14\n", + " -4.12730188e+14 -1.54085639e+15 -1.84966699e+14 -1.73899725e+15\n", + " -6.71256492e+14 2.93285953e+14 -1.17147635e+15 -2.49643648e+15\n", + " 7.81680468e+13 -3.67722240e+14 2.17943680e+14 1.35217918e+15\n", + " -2.12038895e+15 3.95662994e+14 -8.14559942e+14 5.11721963e+14\n", + " 1.47754354e+15 2.07822272e+14 3.64285739e+15 -5.22544350e+14\n", + " -1.87811600e+15 -4.59482484e+14 7.46764144e+14 -9.30737265e+14\n", + " -1.15505228e+15 -9.70825848e+14 1.05281322e+14 -4.93972864e+13\n", + " 1.66114700e+15 -4.30348682e+14 1.10077368e+14 -1.87759249e+14\n", + " -8.70114602e+14 2.84773473e+14 1.44098846e+15 8.81320765e+14\n", + " 7.71032863e+14 5.20330222e+15 1.21208546e+15 -1.32999579e+15\n", + " 5.66998677e+14 -1.29307135e+14 1.29085200e+15 5.46625332e+13\n", + " -4.22415509e+14 9.41764344e+14 7.20371440e+14 1.40161076e+15\n", + " -7.25738309e+14 8.63683225e+14 -1.62201027e+15 -4.04821826e+14\n", + " 4.65165850e+14 1.75766909e+15 -2.36091060e+14 1.17724329e+15\n", + " 1.29076172e+15 -2.42976977e+14 1.04870402e+15 1.77631033e+15\n", + " 1.84472376e+15 -3.87030483e+14 4.55803740e+14 1.67996593e+13\n", + " -1.44589725e+15 9.70917774e+14 -1.26734854e+15 -4.76261980e+14\n", + " 9.26337683e+14 1.06920381e+15 -8.07061187e+14 6.54623545e+14\n", + " 3.48892973e+14 -2.28819301e+15 1.01990677e+15 -5.10726555e+14\n", + " -6.35313718e+14 -8.78327239e+14 -6.14249195e+14 -1.56942744e+14\n", + " -7.30267619e+14 -4.47042634e+14 -9.12574419e+14 9.51502150e+13\n", + " -1.23377914e+13 5.26443808e+14 5.52178972e+14 -2.66208142e+14\n", + " 2.34979215e+14 -1.20691527e+14 1.40850446e+15 -6.69403091e+14\n", + " 2.04660930e+15 1.20564022e+15 -5.17563593e+14 -6.14216909e+15\n", + " -9.22223491e+14 1.30265378e+14]\n", + "Found 3589 total galaxies in catalog for cluster 7698\n", + "[-4.37621971e+14 -4.79387104e+15 7.25711994e+14 ... 1.08222274e+15\n", + " 7.83338228e+14 7.17610298e+14]\n", + "Found 6508 total galaxies in catalog for cluster 10999\n", + "[-3.08697592e+15 -2.17206412e+15 -6.63042611e+14 ... -5.82673028e+13\n", + " 9.31960139e+14 3.26618087e+14]\n", + "Found 645 total galaxies in catalog for cluster 9029\n", + "[-8.14898081e+14 -8.95429281e+14 -3.67118202e+14 -2.00607185e+14\n", + " 1.27760584e+15 1.01822586e+14 6.68429158e+14 1.14703143e+15\n", + " -1.64373408e+15 -2.27772636e+15 1.72481998e+15 1.86018864e+15\n", + " -1.49666230e+15 1.07236066e+15 7.12295069e+14 -3.30303151e+15\n", + " -2.56954558e+15 -9.11939058e+14 1.02721765e+15 -4.37540318e+15\n", + " 2.14356277e+15 5.39587940e+14 1.14451294e+15 -5.98369253e+15\n", + " -8.23959494e+14 -6.60824267e+15 1.21692996e+15 1.39266792e+15\n", + " -1.88340924e+15 -4.79125511e+14 -2.24182788e+15 -3.11556844e+15\n", + " 2.89721786e+15 -8.95140411e+14 -7.20915606e+15 -3.12453033e+15\n", + " 2.25509693e+15 -9.97542756e+14 7.86062258e+14 8.51959003e+14\n", + " 3.14244011e+15 -1.58719095e+15 -1.46424990e+14 6.50585355e+14\n", + " 3.36755827e+15 2.45395370e+15 1.15672364e+15 -3.28155755e+15\n", + " 2.64207865e+15 -2.82690141e+15 5.22347045e+15 -4.43430129e+15\n", + " 6.39647044e+14 -1.31853760e+15 5.34084570e+15 1.20964640e+15\n", + " 5.38985204e+15 4.58289315e+15 -1.06044881e+15 -3.35219292e+14\n", + " 7.71541227e+14 -2.19591869e+15 4.25756528e+14 2.37717425e+14\n", + " -6.51521714e+14 -5.50817182e+15 -2.07750669e+15 6.05186752e+14\n", + " -3.84921159e+15 2.66908545e+15 -5.09039382e+15 -1.51034346e+14\n", + " -2.48584560e+15 1.22830565e+15 -1.20556654e+15 -7.12812362e+14\n", + " -2.33470872e+15 3.68289527e+15 -7.66446814e+14 4.27608185e+15\n", + " 1.64572376e+15 -2.94235150e+15 5.01922533e+14 1.49144293e+13\n", + " -4.16007252e+15 8.17983801e+14 1.93148926e+15 6.24130494e+14\n", + " -1.84206161e+14 4.89011802e+14 2.03167682e+15 2.76914186e+13\n", + " 2.01836677e+15 -3.12289407e+15 -1.46026285e+15 2.49168914e+15\n", + " 6.14957754e+15 1.20966575e+15 1.54149334e+13 3.75459414e+14\n", + " -2.36034545e+15 -1.33510108e+15 2.01665603e+15 -2.04300525e+14\n", + " -1.63600995e+15 -1.84386337e+15 -2.83970561e+15 -1.69540940e+14\n", + " -1.38110267e+15 2.44589370e+15 -2.65720770e+15 -2.09867806e+15\n", + " -2.50283790e+15 1.91070262e+15 -2.58210963e+15 2.03219556e+13\n", + " -5.53353708e+14 5.26676707e+15 -2.61311585e+15 -3.72309133e+15\n", + " 3.75138069e+13 1.91005903e+15 -1.15944666e+15 -1.13068270e+15\n", + " -9.62581732e+14 8.11042546e+14 -3.22005720e+15 -2.06869162e+15\n", + " -1.21007774e+15 -4.36625656e+15 6.45616173e+15 8.80193861e+14\n", + " 1.79481630e+15 -2.60316198e+15 -5.26076653e+14 2.17481300e+15\n", + " 3.92344836e+15 3.54986293e+15 6.02358716e+15 -4.34462270e+14\n", + " 8.41263164e+13 -4.30026363e+14 -9.01744062e+14 -3.99356899e+15\n", + " -1.96063840e+15 8.82630949e+14 -1.32036864e+15 4.22326366e+14\n", + " -2.42821368e+15 4.99953947e+15 1.53771930e+15 3.76049524e+13\n", + " -3.44734490e+14 -1.37426890e+15 4.80538576e+14 4.36076575e+14\n", + " 1.03927409e+15 2.12066540e+15 4.36554527e+14 2.48840130e+15\n", + " 3.53535525e+14 -9.28775828e+14 -9.57292835e+13 -5.68918857e+15\n", + " -2.58714168e+15 1.35574299e+15 9.76206657e+14 2.04463011e+15\n", + " -1.01969080e+15 -9.05019929e+14 3.74731965e+15 1.68917854e+15\n", + " 1.19300087e+15 3.96248027e+14 -6.03600997e+15 -4.22178679e+14\n", + " -1.29217432e+15 1.58944002e+15 3.22913376e+15 -2.79803688e+15\n", + " 1.25549702e+14 2.29066127e+15 1.15510791e+15 6.12167349e+14\n", + " 1.52522821e+15 -1.64025671e+15 -1.80257814e+15 -9.28964056e+13\n", + " 1.96855821e+15 8.56138276e+14 -1.13468409e+15 5.18161082e+12\n", + " 2.03192099e+15 -9.83807155e+14 2.41301775e+15 7.83739120e+14\n", + " 5.97349469e+14 -8.94171095e+14 -8.26587807e+14 -4.14190758e+14\n", + " 3.52700072e+14 -3.82266595e+14 3.87902104e+14 -7.00740769e+14\n", + " 1.47176024e+15 -2.49210544e+15 -2.03195011e+15 8.24322992e+14\n", + " 8.03916757e+14 -3.48348846e+15 7.45401047e+14 -3.46543109e+14\n", + " 1.20431667e+15 3.18638410e+15 3.13844537e+13 2.71338507e+15\n", + " -8.16315826e+14 -8.43650780e+15 3.57225575e+15 -1.27061083e+15\n", + " 1.66499726e+15 3.55783789e+14 -2.54157619e+15 -2.74523198e+15\n", + " 3.04903557e+14 3.61612157e+15 1.24627409e+15 -2.64439663e+14\n", + " -8.64535216e+14 2.14522847e+15 1.63727698e+15 -9.86115010e+14\n", + " 1.97143311e+15 -2.71727416e+14 -8.18083085e+14 -1.79582002e+14\n", + " -1.17441621e+15 4.96233966e+15 -5.68710310e+14 8.96617589e+14\n", + " -1.01137897e+15 -1.78180387e+15 2.13261154e+14 1.09391267e+15\n", + " 1.83707003e+15 -1.92538072e+15 9.43121616e+14 6.29049644e+14\n", + " -1.65533642e+15 -1.25596081e+15 -1.82511492e+15 -6.48064562e+13\n", + " 8.43633124e+14 4.85242383e+14 -2.36753543e+14 5.11388296e+14\n", + " 1.47485826e+15 1.85553625e+14 1.45657031e+15 1.32893426e+15\n", + " -2.36088172e+14 -1.34043491e+14 2.56960423e+15 1.07825984e+15\n", + " -1.30956891e+15 -2.20824286e+14 1.17554848e+15 6.65212695e+13\n", + " -1.87603452e+15 1.53445742e+15 2.49905617e+15 -2.63025553e+14\n", + " -1.95033072e+14 -2.22836836e+15 -3.45675687e+14 -5.16172388e+14\n", + " -6.83074812e+14 -1.04857555e+15 1.18434694e+15 2.32583742e+14\n", + " -7.34713026e+14 1.06597118e+14 -4.01712536e+15 -2.16172225e+15\n", + " -9.42010827e+13 2.68392621e+15 -3.21139599e+13 7.56260083e+14\n", + " 3.89612799e+14 -1.27329867e+15 2.28812305e+15 -1.55786377e+14\n", + " 5.47171212e+14 2.24398861e+14 1.02151485e+14 7.45882242e+14\n", + " 1.01122083e+15 -2.64126064e+15 1.71365831e+15 6.74169223e+13\n", + " 3.70657106e+15 1.14646374e+15 -3.44310271e+14 -5.45103737e+15\n", + " 1.38121000e+15 2.27742690e+15 -3.30209858e+15 -1.29957989e+15\n", + " 1.17228115e+15 -2.34800623e+15 7.01306758e+14 1.76524381e+15\n", + " 1.03810849e+15 -5.82205059e+14 6.85442740e+13 -2.58445330e+14\n", + " -1.93309609e+15 -1.27252469e+14 2.26418056e+14 -1.73155048e+15\n", + " -2.77874937e+15 -1.88794335e+14 2.43158957e+14 -1.63298055e+15\n", + " -9.85081482e+14 5.40227084e+14 -5.57223820e+14 2.83863858e+14\n", + " 5.62532454e+13 -1.73623646e+15 -6.56332834e+14 1.52118076e+14\n", + " -9.72623774e+14 -1.66565770e+15 -4.90717111e+15 -6.95444921e+14\n", + " -5.74858976e+14 -1.22759356e+15 -7.57981768e+14 -1.46922084e+15\n", + " -5.29710287e+14 -2.54418499e+15 2.09547157e+15 -1.10976719e+14\n", + " -1.21332876e+15 1.35482523e+14 -8.89892187e+14 1.01073523e+15\n", + " 1.64852725e+15 -2.49104262e+14 2.39334538e+14 1.36102697e+15\n", + " 2.85981381e+14 -4.37575958e+14 -2.63096079e+15 7.57568237e+14\n", + " -2.20367167e+14 -3.41463207e+15 8.58226250e+14 1.55444803e+15\n", + " -2.12534178e+15 2.22825775e+15 7.59424145e+14 3.07113887e+15\n", + " 1.49564531e+15 -3.82006501e+15 -1.43054123e+15 -3.75898579e+14\n", + " -2.41441017e+15 1.22054645e+15 -1.04426964e+15 -1.76597589e+15\n", + " 7.10277718e+14 2.25056664e+15 -6.24374501e+14 -2.95198104e+14\n", + " -2.73688263e+14 1.10226049e+15 2.43367202e+14 4.53438427e+14\n", + " -1.27766188e+15 1.22890636e+15 -1.15676204e+14 6.05908055e+14\n", + " 1.41764608e+15 -1.01008995e+15 4.24879379e+14 -5.94508491e+14\n", + " -8.60681497e+13 1.10085302e+15 3.98558474e+14 1.21481266e+15\n", + " -1.11485769e+15 -6.75754066e+13 6.82596379e+14 -1.40836754e+15\n", + " -9.29446629e+14 -9.48768022e+13 6.04237879e+15 5.91671381e+14\n", + " -1.00482722e+15 -8.14594101e+14 -1.25966444e+15 3.16917997e+15\n", + " 1.85759075e+14 4.65223660e+14 -7.29622109e+14 2.15009748e+14\n", + " 1.99455802e+15 -2.83948341e+14 3.93278258e+15 4.47707049e+14\n", + " 5.82076254e+14 1.77146322e+15 8.90664847e+14 1.62720542e+15\n", + " 8.23318128e+12 -4.12353675e+15 -3.14162261e+15 7.54626527e+12\n", + " 6.71122487e+14 -2.16879712e+15 9.29946279e+13 8.56161594e+14\n", + " 1.95500279e+15 -4.55919364e+14 1.33025008e+15 -4.67904133e+14\n", + " 8.22674645e+14 -1.58341599e+15 6.31657086e+14 5.34806715e+14\n", + " -1.53218254e+14 -7.31740323e+14 1.22035462e+14 -3.90680012e+13\n", + " 7.95942621e+13 -3.49154053e+14 6.79896995e+15 6.03558143e+14\n", + " -1.86264244e+15 3.94522483e+14 7.16164459e+14 1.32256726e+15\n", + " 1.29536370e+15 -1.26484991e+15 2.86781115e+15 -1.57760211e+14\n", + " 5.08145354e+14 -2.81573103e+15 7.10122815e+14 -5.42931251e+14\n", + " -1.11221283e+15 2.63554733e+15 -1.52876166e+15 -8.64808321e+14\n", + " -2.64067720e+15 1.82767907e+15 1.20095586e+15 3.30632460e+14\n", + " 3.21378285e+13 -1.42830040e+15 1.08884288e+15 4.90654727e+15\n", + " 7.09088398e+14 -1.14105614e+15 1.84893306e+15 1.72109011e+15\n", + " -2.89986500e+14 -2.73200121e+15 -2.01457006e+15 5.14322064e+14\n", + " -1.21697719e+15 -1.87535608e+15 8.51052121e+14 -5.37917604e+14\n", + " -1.45867005e+13 1.39781921e+13 -2.13263313e+15 7.85684108e+14\n", + " -2.38005262e+15 1.20928705e+15 -7.23555878e+14 -4.70458375e+14\n", + " 1.17149333e+15 7.53552257e+14 -7.74526327e+14 -4.70547776e+14\n", + " -1.33754943e+15 -2.95085175e+14 8.19352929e+14 -9.78306173e+13\n", + " -5.84464557e+15 8.75181838e+12 1.18467083e+15 4.12667977e+14\n", + " -1.23312282e+14 -1.58334248e+15 -1.94829285e+14 8.49562995e+14\n", + " 2.96537128e+15 -3.21929965e+15 2.27004193e+15 -5.84841272e+14\n", + " -1.93407012e+15 3.54689654e+14 3.71972930e+14 -1.64798682e+14\n", + " 6.65052783e+15 -3.14266430e+15 -4.19413664e+14 -8.79223963e+14\n", + " -4.65119246e+15 4.45114336e+14 -4.80211164e+14 -6.34492226e+15\n", + " 6.23115392e+14 -3.00964928e+15 -2.42395617e+15 -1.53214066e+14\n", + " -3.73288815e+15 -1.36794544e+15 -4.01943135e+14 -1.59467695e+15\n", + " 4.01274477e+14 -4.38836124e+15 -3.70268989e+14 -6.84958704e+14\n", + " -6.05455538e+14 -6.71875197e+14 1.12558521e+15 3.48553366e+14\n", + " -9.37123061e+14 1.23250460e+15 6.13427205e+12 1.68414794e+15\n", + " -4.33893450e+15 1.11928118e+15 -4.97245449e+14 3.66102777e+14\n", + " 4.35059046e+15 8.99354418e+13 -1.81213804e+15 -4.79056209e+14\n", + " 5.77824209e+14 3.22932395e+15 3.73041387e+15 2.23928865e+15\n", + " -1.65210097e+15 -4.64966134e+14 1.82875494e+15 -2.13719956e+15\n", + " -1.71924658e+15 4.23528802e+14 2.63114400e+15 3.83372002e+15\n", + " 1.34275707e+15 -2.32070556e+15 -2.31343708e+14 -1.87985107e+15\n", + " 4.14393760e+14 1.69640351e+15 6.56064783e+14 2.15730880e+15\n", + " -2.31883943e+15 -2.64559531e+14 -1.89039112e+15 -3.33446022e+15\n", + " -2.10564831e+15 -1.09562221e+15 -3.45702340e+15 -1.15261901e+14\n", + " -9.16464916e+14 1.23517776e+14 -1.85979862e+15 1.94788165e+15\n", + " -2.74292631e+15 2.11044387e+14 1.63045493e+15 -3.64419516e+13\n", + " 1.16632883e+15 -4.59071546e+14 -8.18017340e+13 -2.17645252e+14\n", + " 2.07812038e+15 -2.26567503e+15 -1.19436521e+15 -1.14687226e+14\n", + " 5.22410108e+15 -5.48119145e+14 -9.94625911e+14 -2.19030784e+15\n", + " 2.44664636e+14 1.11669498e+15 -3.20635077e+14 -3.92221338e+15\n", + " 9.36179236e+14 8.35804682e+14 6.38811753e+14 -2.03360358e+14\n", + " 1.96865624e+14 -1.21245833e+15 -5.88995867e+14 5.44346639e+14\n", + " 1.44841956e+15 2.76864956e+14 -9.82985744e+14 2.86723725e+15\n", + " -5.95900871e+14 9.55996657e+14 5.73395582e+13 5.55865398e+14\n", + " 6.46145429e+14 -2.22156599e+14 -1.60284616e+15 3.94079545e+14\n", + " 1.70409062e+15 3.02701666e+14 -8.32153431e+14 -2.87150082e+14\n", + " -1.79567213e+15 4.19538061e+14 -8.82107174e+14 1.92516154e+14\n", + " -1.23129141e+15 4.88862302e+14 -6.33791031e+14 -2.48036019e+15\n", + " -4.93028384e+14 -1.82945042e+15 -1.08714499e+15 2.37585997e+13\n", + " 1.88110725e+14 -1.59445122e+15 -7.19444711e+13 1.69737338e+15\n", + " 1.42555805e+15 -1.80693175e+15 5.20018136e+14 1.01219090e+15\n", + " 1.51639896e+15 1.01770834e+15 7.48324241e+14 2.80007231e+14\n", + " 1.07868784e+15]\n", + "Found 1219 total galaxies in catalog for cluster 9429\n", + "[-1.17103417e+15 1.63639003e+15 4.85963103e+14 ... -6.38253315e+13\n", + " 2.29763277e+14 -4.69512736e+14]\n", + "Found 2477 total galaxies in catalog for cluster 10146\n", + "[ 7.33518086e+15 -4.65022765e+14 1.49999566e+15 ... -9.43055302e+14\n", + " 1.11866592e+15 -5.39063693e+14]\n", + "Found 3236 total galaxies in catalog for cluster 14476\n", + "[ 9.23642267e+14 1.69263772e+15 2.20182647e+15 ... -4.86362026e+14\n", + " -4.59216931e+14 -7.16649836e+14]\n", + "Found 267 total galaxies in catalog for cluster 8395\n", + "[ 1.89670019e+15 -9.74594305e+14 -3.99707466e+14 -3.07024388e+13\n", + " -5.96802863e+14 -4.19431388e+14 -1.53799861e+13 9.35534628e+14\n", + " 1.92537820e+14 -8.43179162e+14 4.57422853e+14 -2.43608300e+15\n", + " -1.32254456e+15 -1.00310660e+15 3.99747786e+14 -8.68362597e+14\n", + " 8.42397889e+15 8.66904659e+14 1.23680300e+15 -2.25186185e+15\n", + " -3.71892141e+15 -1.13354514e+14 2.36007913e+15 3.90490466e+15\n", + " 5.36121636e+15 -5.78800966e+15 -3.95483733e+15 -1.57114554e+15\n", + " -1.43737765e+14 9.18019461e+14 2.81309947e+15 -3.04287967e+15\n", + " 1.32534330e+15 -1.04532116e+15 -3.19412928e+15 -2.32603578e+15\n", + " 7.67331086e+13 -1.08984056e+15 3.03970941e+15 -2.84477389e+14\n", + " 4.48688926e+15 2.96124370e+15 -2.44802717e+15 1.30483948e+14\n", + " 7.83584932e+14 -8.64014377e+13 3.65113432e+15 1.69221273e+15\n", + " 4.34495993e+15 3.13966687e+15 -4.07775602e+15 -5.92750160e+15\n", + " 5.05346861e+13 -6.47688043e+14 9.71030371e+14 -4.79232702e+14\n", + " 1.30262454e+15 -7.34659535e+13 3.97894745e+15 -5.62743314e+14\n", + " 8.18422786e+14 3.71712154e+14 -7.85754888e+14 -3.95118829e+15\n", + " 8.24782600e+14 -1.82030656e+15 -2.56917893e+15 -6.86566034e+14\n", + " -4.98493507e+14 1.76397797e+15 -4.70897230e+14 1.55597712e+15\n", + " 4.22873552e+15 1.49041401e+14 -1.47933213e+15 3.28428517e+15\n", + " 3.16276516e+14 -4.41108444e+15 -3.64012934e+13 -5.32457324e+15\n", + " 2.09657814e+15 2.07943300e+15 -1.02449277e+15 -2.39207344e+15\n", + " -8.99491178e+14 -1.08983547e+15 8.27726154e+15 -1.19826757e+15\n", + " 5.62659200e+15 -5.58754123e+15 -1.47940660e+16 -4.96189774e+15\n", + " -6.34488470e+15 6.09519039e+14 -3.85551997e+15 -7.57844024e+14\n", + " 2.92494263e+15 -1.60605616e+15 -4.76709808e+14 6.54788582e+14\n", + " 1.72896040e+14 1.46637434e+15 -2.07175153e+15 -2.65906908e+15\n", + " 3.60377550e+15 -1.05298252e+15 2.34485683e+14 -3.33058298e+15\n", + " -4.77092900e+14 -4.57796087e+14 -2.14535829e+14 6.95893041e+14\n", + " 4.82439774e+15 4.80215244e+14 1.56086184e+14 -2.94221538e+15\n", + " -8.11562422e+14 4.91989142e+15 3.00475179e+14 4.60283983e+15\n", + " -4.34267637e+15 8.16056560e+13 -1.71421420e+13 -1.45371630e+15\n", + " -1.45009615e+15 5.80805151e+14 2.67024677e+15 -1.12925601e+15\n", + " 5.57940985e+15 3.32153685e+15 5.46235750e+14 9.25497322e+15\n", + " 2.27274927e+15 7.14736228e+14 1.04155031e+15 -1.35555407e+15\n", + " 1.28069774e+15 -3.25495059e+15 -1.32345742e+15 -9.62484637e+14\n", + " -4.78701744e+15 2.89498691e+15 -6.99864956e+14 -7.10067946e+14\n", + " 4.77648798e+14 -4.29729255e+14 2.86203378e+14 3.61310015e+15\n", + " 3.11271043e+15 -3.43108883e+13 -2.17067701e+15 -4.92789101e+14\n", + " 9.40975741e+15 1.67189655e+15 1.51859704e+15 1.54695280e+14\n", + " 1.28481464e+15 2.64466038e+15 3.22249069e+15 1.10174994e+15\n", + " -3.55024313e+14 1.63277038e+15 -1.64292544e+15 -2.67606968e+15\n", + " -9.06894336e+14 4.86769716e+14 -1.74672141e+15 -1.53143641e+15\n", + " -4.80585157e+14 2.57657536e+15 -1.45167593e+15 2.11929253e+15\n", + " -4.55397249e+15 -5.63597314e+14 -2.92212105e+15 3.35235411e+15\n", + " 2.01993935e+15 -1.21473025e+14 7.09201895e+13 1.82719577e+15\n", + " -5.56133911e+14 -4.16179483e+15 5.27480842e+14 -1.13576741e+15\n", + " 2.03285593e+15 1.79624510e+15 -3.96185821e+15 4.02189521e+14\n", + " -1.86491645e+15 1.43919511e+15 -4.81303873e+15 1.43844910e+14\n", + " 5.46906418e+14 -1.87107545e+15 -4.12688575e+14 9.09055880e+14\n", + " -2.59996491e+15 2.18189995e+14 4.65688135e+15 -1.23967159e+15\n", + " 3.95276716e+15 -1.11213265e+15 8.35505496e+14 1.14172973e+15\n", + " 2.49520872e+15 1.68314425e+15 -9.76973941e+14 5.89943724e+14\n", + " -1.56430740e+15 1.87350148e+15 4.81143156e+15 2.58860648e+15\n", + " -1.42250459e+15 -2.70805468e+15 -5.68523077e+14 -1.50418534e+14\n", + " 3.60907605e+14 -1.19349533e+15 1.88237884e+15 -1.12724859e+15\n", + " -3.00684089e+15 -1.25506305e+15 -1.13907140e+15 -1.58694209e+15\n", + " 2.25175875e+15 -2.65038643e+12 -2.31897750e+15 -5.92888954e+15\n", + " -2.08474602e+15 8.43764311e+14 -7.83693119e+14 -2.03018701e+15\n", + " -2.09062878e+15 -3.49921607e+14 3.00510165e+14 7.89421055e+14\n", + " 1.58189047e+15 -7.09441730e+14 -1.55520619e+15 -2.35064516e+15\n", + " -5.81963695e+14 -1.33351544e+15 3.05487453e+15 -8.36590721e+13\n", + " -8.78095422e+14 -3.24181575e+14 2.58203441e+15 -1.60084198e+15\n", + " 8.04445800e+14 1.07430744e+15 -7.66278877e+14 -1.28258005e+15\n", + " 2.77520943e+14 7.99870901e+14 -1.19780641e+15 -3.75625085e+13\n", + " 1.10516784e+14 3.73748378e+14 -1.68440971e+14 -3.02721086e+14\n", + " 1.78291574e+15 2.22960617e+14 4.41815720e+14 -7.21888999e+14\n", + " 3.10586422e+14 1.46051385e+15 4.82716860e+13]\n", + "Found 4237 total galaxies in catalog for cluster 16657\n", + "[ 1.73061757e+14 2.54954210e+15 -1.30578956e+15 ... -4.65637669e+14\n", + " -5.28987223e+14 -5.79295625e+14]\n", + "Found 3203 total galaxies in catalog for cluster 13039\n", + "[-3.05921230e+14 -4.29091973e+15 7.14590922e+14 ... -9.74309726e+14\n", + " 9.39140385e+14 7.74731174e+14]\n", + "Found 3217 total galaxies in catalog for cluster 15382\n", + "[-6.91633283e+14 -2.89381603e+15 -9.20324067e+14 ... 1.95773893e+13\n", + " 1.76797044e+14 -3.35284475e+14]\n", + "Found 1554 total galaxies in catalog for cluster 17011\n", + "[ 3.70514641e+13 -1.23831223e+15 6.19817175e+14 ... -1.78269311e+14\n", + " -1.50546472e+14 5.37619798e+14]\n", + "Found 6645 total galaxies in catalog for cluster 8523\n", + "[ 3.57477667e+15 6.22531234e+14 1.12825151e+15 ... -4.53005420e+14\n", + " 5.02165819e+14 -3.08044824e+14]\n", + "Found 1321 total galaxies in catalog for cluster 11300\n", + "[ 1.64712540e+14 -1.02292532e+15 -2.64211571e+14 ... 1.18093279e+15\n", + " -6.07487087e+14 -1.13757536e+13]\n", + "Found 6793 total galaxies in catalog for cluster 17462\n", + "[-2.18307330e+15 3.57293877e+15 1.35011546e+15 ... -6.60280862e+14\n", + " 3.34865265e+14 2.91652392e+14]\n", + "Found 1814 total galaxies in catalog for cluster 13025\n", + "[-8.75999474e+14 -1.63349074e+15 5.70566324e+15 ... -1.99552053e+14\n", + " -1.78807497e+14 -6.89566394e+14]\n", + "Found 2637 total galaxies in catalog for cluster 21385\n", + "[-2.00723354e+15 2.60224895e+15 -6.97323129e+14 ... 5.20291779e+14\n", + " 6.41510127e+14 3.98758821e+14]\n", + "Found 3100 total galaxies in catalog for cluster 20888\n", + "[8.84525124e+14 9.86846013e+14 1.31469738e+15 ... 1.26856737e+14\n", + " 1.67536999e+14 2.32972147e+14]\n", + "Found 3863 total galaxies in catalog for cluster 21815\n", + "[-7.84039083e+14 -7.74464851e+14 -9.51865359e+14 ... 4.93512637e+14\n", + " 2.44911134e+14 4.37453004e+14]\n", + "Found 956 total galaxies in catalog for cluster 7594\n", + "[ 7.67810564e+14 -8.89300112e+14 -1.19219233e+15 4.12480510e+14\n", + " -6.46250821e+14 4.82479966e+14 8.06601527e+14 7.94222824e+14\n", + " 2.04493920e+14 -3.85598312e+14 8.66889713e+14 6.64292546e+14\n", + " 2.63817001e+14 2.64913897e+13 1.00641614e+14 3.60545892e+13\n", + " -2.80763048e+15 4.56733580e+15 -5.33129154e+15 -1.89180463e+15\n", + " -5.42661724e+15 -4.41289366e+14 7.40797958e+14 -3.94785342e+14\n", + " -9.73547239e+14 -3.48706031e+15 5.58559706e+14 3.47519619e+15\n", + " -2.86223521e+15 1.21900110e+14 -4.89046285e+14 2.22005982e+15\n", + " -5.41409543e+14 6.53211250e+15 -1.07061031e+16 -1.47900052e+15\n", + " 2.11470851e+15 -1.02730898e+15 -2.81018712e+15 5.06801585e+14\n", + " 1.10589868e+16 7.17138569e+14 6.76886361e+15 9.58500278e+15\n", + " 6.21341933e+15 6.24521264e+15 5.52153408e+14 -5.07209346e+15\n", + " -2.13518390e+14 8.46773365e+13 -3.86224290e+14 -3.03811053e+15\n", + " 2.73019104e+15 4.11625713e+14 3.44301416e+15 3.98101366e+14\n", + " 1.53860466e+15 2.13215244e+15 -9.75642272e+14 -7.92930303e+15\n", + " 4.91971396e+14 -5.65996983e+15 -8.48705620e+14 -9.08912238e+14\n", + " -1.01739769e+15 1.64759903e+15 -2.12258112e+15 -2.73207031e+15\n", + " 5.41557261e+14 6.96068752e+13 7.91249596e+14 -2.41896380e+15\n", + " 4.24133387e+14 -2.40135186e+15 -1.50327794e+15 -7.73606554e+15\n", + " 2.37855439e+15 3.39307200e+15 -2.27770776e+15 -2.82256673e+14\n", + " -2.72263134e+15 -1.05371000e+15 -2.46932345e+15 -1.86606628e+13\n", + " -1.14863700e+15 -2.29197530e+15 3.04598414e+15 1.22274355e+15\n", + " 5.54930053e+15 -6.76834510e+14 4.43635727e+14 3.19781766e+15\n", + " -5.65626642e+15 2.30834298e+15 -1.71594553e+15 -2.37918006e+15\n", + " 3.22783827e+15 -1.43233678e+15 1.38180576e+15 -1.27002186e+15\n", + " -4.91547994e+15 -1.42176244e+15 6.19067570e+14 7.56927250e+15\n", + " 3.71714891e+14 -1.78473938e+15 1.39147109e+14 -4.69752297e+14\n", + " 7.32265867e+15 2.19395519e+15 2.01638215e+15 -3.06709184e+14\n", + " -6.79543390e+15 6.36584260e+14 3.00085784e+15 2.47193981e+15\n", + " -2.00072227e+15 -4.13137984e+15 7.35229969e+15 -5.04881245e+15\n", + " -4.92642386e+14 6.95939249e+14 7.87861109e+14 -1.28875167e+15\n", + " -4.08513830e+15 -6.30389489e+14 -1.91323777e+15 -6.96059015e+14\n", + " -4.60564979e+14 -5.62564003e+15 -1.38559496e+15 4.50962705e+14\n", + " 1.38627097e+15 -6.93833331e+14 2.16311490e+14 3.18076923e+15\n", + " 1.06424593e+15 -5.43029665e+14 -5.49933182e+14 5.34748766e+15\n", + " -2.84716714e+15 -5.61970074e+14 -5.46554351e+15 -5.46930064e+15\n", + " 1.04416899e+16 -1.09428791e+15 1.00081615e+14 6.71497685e+14\n", + " -2.17271486e+15 6.74461138e+14 -2.14692655e+15 -1.37113150e+15\n", + " -1.79610028e+15 -6.04600271e+15 -1.68804243e+15 -6.36754385e+14\n", + " 2.97396039e+15 -3.02588173e+15 8.73552610e+14 -1.99522866e+15\n", + " -4.42353202e+15 -2.89987814e+15 1.05182949e+16 -1.61085330e+15\n", + " -1.10675169e+15 6.17433243e+15 1.83999374e+15 3.28439237e+13\n", + " 3.80256833e+15 -3.51741425e+14 1.97593368e+15 5.08977460e+14\n", + " 6.66063285e+15 2.14818620e+15 1.97827361e+14 3.98424055e+14\n", + " 2.31568561e+15 6.37602971e+14 5.06309677e+15 -3.61730353e+14\n", + " 1.10252620e+15 -4.10105814e+15 -1.06992666e+14 -2.14213253e+15\n", + " -5.79864275e+15 6.50064225e+15 8.17704069e+13 -6.59716183e+15\n", + " -1.41289178e+15 -1.01874888e+15 2.49716800e+15 -3.57068866e+14\n", + " -7.52041756e+15 -2.79106354e+15 -8.74569932e+15 -3.73311621e+14\n", + " -3.06476883e+15 6.07698319e+15 -3.07557264e+14 -2.33518115e+15\n", + " -1.08013421e+14 -3.36579379e+14 4.01272995e+14 1.06729149e+15\n", + " -2.52239900e+15 -3.62688815e+14 2.22797122e+15 7.28029255e+15\n", + " -1.72415280e+14 -3.52506716e+15 8.99428734e+14 1.20898921e+14\n", + " -3.68833369e+15 -8.83667712e+14 -2.28152340e+15 -6.54544299e+14\n", + " 3.25821535e+15 3.24516714e+15 -5.04049261e+14 -4.34020520e+15\n", + " 3.53166891e+15 1.04238748e+14 4.47660569e+14 -5.50151331e+15\n", + " -1.98352108e+15 -1.95093684e+15 -3.39575345e+15 7.91865486e+14\n", + " 8.38832365e+14 -1.23882267e+15 7.18888634e+14 -3.48500433e+14\n", + " -1.26672818e+15 -5.08808362e+15 -1.67348609e+15 1.50102132e+14\n", + " 1.50589844e+15 5.31218004e+15 -6.92899491e+15 2.37057961e+15\n", + " 5.16687199e+14 1.63163257e+15 -9.89372260e+14 -1.41967920e+15\n", + " 3.18165795e+14 -6.86885746e+14 -4.80213704e+15 -3.84544621e+15\n", + " -4.50821365e+15 3.50267121e+15 -1.31637567e+14 -1.87217078e+14\n", + " -8.18848577e+13 1.66805413e+14 1.05997242e+15 8.52030308e+14\n", + " 1.89855569e+15 -3.21418461e+15 1.46472171e+15 1.74213601e+14\n", + " -6.83515475e+14 3.81508824e+14 -2.33683198e+15 1.58896988e+14\n", + " -4.65182426e+15 -2.42617866e+15 8.64150355e+14 4.76740746e+14\n", + " 4.60476535e+15 -1.60806232e+15 -1.77465562e+13 -1.94554742e+15\n", + " 2.26707955e+15 -2.33284722e+14 -2.68854956e+15 1.19427129e+15\n", + " 2.14567259e+15 -7.78350418e+14 1.98805843e+15 -1.12209910e+15\n", + " 3.22861357e+15 -4.37747116e+15 7.96461175e+14 2.11316173e+14\n", + " 2.32347288e+15 2.54051788e+15 -8.60298421e+14 -2.02990176e+15\n", + " 2.13961363e+15 8.54078298e+14 5.33674097e+15 5.89494933e+14\n", + " 1.19457256e+15 4.54423532e+14 -4.93369572e+15 5.39214962e+15\n", + " -3.80064334e+15 1.51323376e+15 -1.36847951e+15 1.81927446e+15\n", + " -5.16113371e+15 -5.40525076e+14 2.07996167e+15 -2.15016726e+14\n", + " 1.08237451e+15 -5.91418136e+13 -4.66331873e+15 4.59128562e+15\n", + " 7.20248954e+14 9.58323349e+14 -6.60467345e+15 -4.07336184e+15\n", + " 2.81693134e+15 -1.60346718e+13 -6.93172948e+15 -2.17710052e+14\n", + " -8.96823335e+14 9.21587150e+12 -1.46534291e+15 -1.60905331e+15\n", + " 2.86988431e+15 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1.99327468e+15 -1.00233891e+15 -3.10502583e+15\n", + " -2.63374505e+15 -2.22950789e+15 5.30809362e+14 -2.30936233e+15\n", + " 1.31183154e+15 -7.90881835e+13 -2.46161988e+15 -1.37410232e+15\n", + " -3.77351971e+14 3.24484595e+13 2.18162739e+15 -6.20931199e+14\n", + " -1.09659910e+15 -2.06356201e+15 9.58613678e+14 -6.84201976e+14\n", + " 6.68061197e+14 -1.34704983e+15 2.05014536e+15 2.31178065e+15\n", + " -2.21153054e+15 2.22191724e+15 -1.37676842e+15 -1.28924766e+15\n", + " 7.17162342e+14 1.53859780e+15 4.69818411e+14 -5.26291984e+14\n", + " 1.58090988e+15 -7.96291828e+15 -1.48862682e+15 1.61609188e+13\n", + " -9.11047744e+14 -2.75414674e+14 3.15500815e+14 2.69346287e+15\n", + " -6.32711205e+14 3.73542946e+14 3.63947166e+14 -2.82544049e+15\n", + " -2.63365535e+15 -1.05913642e+14 3.30918512e+14 1.06854405e+14\n", + " -5.20271352e+14 4.21957061e+14 4.85449082e+14 1.30211637e+15\n", + " 1.01313183e+15 3.68614348e+14 1.17782832e+15 -3.32930954e+14\n", + " -1.28497030e+15 -1.74182435e+15 -1.88156989e+15 1.05503113e+15\n", + " -5.98649170e+15 -1.17627158e+15 -3.24341782e+14 -1.54012169e+13\n", + " 1.07777239e+15 -1.37904124e+15 -9.15530770e+14 1.37384550e+14\n", + " -7.62232858e+14 -1.03150034e+15 2.03474544e+13 -1.70728815e+15\n", + " -3.36227830e+14 -2.38362606e+15 -4.04459683e+14 -4.45382969e+15\n", + " 1.63058651e+15 -1.64458652e+15 -2.77105921e+15 -3.50344013e+14\n", + " -3.35231314e+14 4.93775448e+14 -2.46456398e+14 -3.01895006e+15\n", + " -8.08915221e+14 6.51683058e+14 -5.33548219e+14 -1.73656802e+15\n", + " -3.40057209e+15 1.15202807e+15 -3.68066519e+15 2.19402661e+15\n", + " -3.79945186e+15 -5.40270790e+14 -3.07192403e+14 -3.60779784e+15\n", + " 1.40364890e+15 2.19696803e+14 -9.24159285e+14 -6.34231679e+14\n", + " 1.98446080e+15 1.02804845e+15 -2.92419295e+13 -5.84307430e+15\n", + " 3.96008641e+14 -1.60577427e+15 4.03187079e+14 -6.43684833e+14\n", + " 1.53552525e+14 -9.47971824e+14 3.39794491e+14 -2.04579163e+14\n", + " -2.73702319e+14 -9.24098081e+14 1.66753519e+15 -7.64337904e+14\n", + " -4.67912433e+14 1.96071466e+14 -2.53708783e+14 -4.85776787e+14\n", + " 3.81057217e+13 4.33737017e+14 -6.00703607e+14 1.76500928e+15\n", + " 4.71693868e+13 6.43567520e+14 -4.19093030e+14 -1.17011285e+15\n", + " -1.16774864e+15 -8.76122052e+14 1.03374110e+15 -9.12460936e+14\n", + " 5.28595272e+14 -1.79897756e+15 7.68487239e+14 -1.02009344e+15\n", + " 2.84485330e+15 1.16559292e+14 3.51129095e+14 -3.11205063e+15\n", + " 1.20628986e+13 -1.47381226e+14 -6.33738832e+14 2.12924961e+14\n", + " 4.73041770e+14 -3.97143143e+14 -1.43008236e+15 1.51317217e+15\n", + " -1.85441999e+15 8.77825403e+13 2.18512368e+14 -5.05895567e+14\n", + " 7.14422917e+13 -1.63275876e+15 -2.74071042e+14 -9.03810029e+14\n", + " 2.31622046e+14 -5.71255106e+14 -8.56952311e+14 -4.04830642e+14\n", + " 9.15255347e+14 1.66781969e+15 1.28565044e+15 2.55144992e+14\n", + " -3.78000835e+14 -2.39853470e+14 -1.99156973e+15 -3.38847273e+14\n", + " 1.90845357e+14 -1.13147685e+15 2.84937261e+14 -9.66751259e+14\n", + " 1.58732431e+15 9.47341887e+14 1.34602884e+15 5.78514422e+14\n", + " -2.96606013e+15 -5.02622823e+14 8.77751014e+14 5.90369374e+14]\n", + "Found 632 total galaxies in catalog for cluster 21425\n", + "[-7.66201385e+14 1.08024346e+15 -5.47279263e+14 9.78755357e+14\n", + " -1.03959464e+15 3.44917244e+13 1.34788796e+12 5.92352395e+14\n", + " 7.71051398e+14 2.63896193e+14 7.23006750e+14 -2.70497149e+14\n", + " 3.69533920e+14 3.88753567e+14 -4.24147287e+15 -2.10903245e+15\n", + " -2.22900922e+15 3.28221571e+15 2.98141534e+15 -1.73861827e+15\n", + " 2.36975877e+15 -5.68349848e+15 6.89698477e+14 -2.43213604e+15\n", + " -5.15468066e+14 3.43418940e+14 -1.95600823e+15 5.25629529e+14\n", + " 3.10658223e+15 3.62208310e+15 -5.03471340e+15 -8.72599189e+13\n", + " -3.79325157e+14 5.52966021e+14 -6.48070106e+14 -3.08909860e+15\n", + " 4.58298588e+14 -2.10980458e+15 1.96805956e+15 -1.07919532e+16\n", + " -7.04092663e+15 -5.10741801e+15 3.46191467e+15 -9.87941243e+14\n", + " 3.91614703e+15 -4.21243987e+15 -5.83710099e+15 7.38030258e+14\n", + " -5.66598067e+15 -5.42063504e+14 -5.66488455e+14 1.50472217e+15\n", + " -3.90248485e+14 -3.17934072e+15 3.31504215e+15 -1.31618913e+14\n", + " -5.32391417e+15 -1.08831057e+15 1.65179718e+15 -1.82137507e+15\n", + " 1.05904027e+16 -5.28040956e+14 2.13727457e+15 1.51924007e+15\n", + " 9.94793725e+14 -2.78964674e+15 -1.46271567e+15 -1.84629116e+15\n", + " -1.77378137e+15 -1.10024331e+15 5.29929593e+15 3.33894319e+15\n", + " 1.88688554e+15 -1.60920577e+14 4.76074050e+14 -4.81044148e+15\n", + " -5.17604574e+14 -8.93483923e+14 3.30220544e+14 2.08978433e+15\n", + " 4.81025559e+14 6.02784900e+15 -4.88211653e+15 -3.34172102e+15\n", + " 7.09063952e+14 4.86269521e+15 -1.54057895e+15 -1.30410938e+15\n", + " -2.23557686e+15 4.64646378e+14 3.32475645e+15 1.76842957e+15\n", + " 2.41624892e+15 2.34062769e+15 3.51384755e+15 -7.69713497e+14\n", + " 6.23239948e+14 1.69322572e+15 2.42669183e+15 -4.08798829e+14\n", + " 2.38062681e+15 1.32955817e+14 -4.88856792e+15 8.33348338e+14\n", + " -2.79373518e+14 -5.19805976e+14 2.52049720e+15 2.72068161e+15\n", + " 5.46661388e+15 4.97035055e+14 -1.63662916e+14 -3.20169012e+15\n", + " -3.25476216e+15 -1.65054436e+15 3.54350337e+15 1.68659190e+15\n", + " 1.65657466e+15 9.82027578e+14 2.26199135e+15 5.31616502e+14\n", + " 5.24889783e+15 -5.15500462e+15 -2.20321248e+14 7.80397289e+14\n", + " 4.77072400e+14 1.71463142e+15 4.11275528e+15 -6.02138907e+15\n", + " 8.16471672e+14 9.43241185e+14 3.33179088e+14 1.83643902e+15\n", + " 1.53625037e+15 2.86755228e+15 2.51339113e+15 3.20112832e+15\n", + " -1.71507973e+15 -1.22380577e+15 1.18135451e+15 7.50497323e+14\n", + " 9.92468364e+15 4.06552174e+14 -1.94117635e+15 -1.14727050e+15\n", + " -2.02709293e+15 -1.91670948e+15 3.56866105e+14 1.89094840e+15\n", + " 2.32977188e+14 7.93810381e+14 -8.25237704e+14 -5.86059699e+15\n", + " 2.50961390e+14 -1.53507142e+15 4.00858375e+14 1.76527054e+15\n", + " 2.07805644e+15 1.58630842e+15 4.45016744e+15 -1.98700001e+14\n", + " 5.60756509e+15 -1.35086856e+15 4.50296798e+15 -8.71269669e+14\n", + " 2.49201056e+15 -5.05112563e+14 2.42427057e+15 2.14440808e+15\n", + " 1.23787973e+15 1.95708291e+15 1.63194574e+15 1.90521719e+15\n", + " 6.75100599e+15 4.49657794e+15 -8.21992479e+13 9.42845760e+14\n", + " -2.55637328e+14 -6.07211514e+14 3.58512867e+14 -7.01394834e+14\n", + " 1.49392687e+15 -4.50894942e+15 -5.30937801e+15 -1.53928492e+15\n", + " -5.61448751e+15 5.36079553e+15 8.17414254e+15 3.60571337e+15\n", + " 1.24458741e+15 1.04931575e+14 9.25969526e+14 -4.84731950e+14\n", + " 4.44652133e+15 -4.63677820e+14 -1.17564076e+15 6.90027080e+14\n", + " -3.24886378e+14 2.32400144e+15 -6.07826859e+14 -7.63301708e+14\n", + " -9.53992933e+14 1.96028244e+15 1.01914344e+15 -1.08450331e+15\n", + " -1.98158377e+15 5.74268977e+14 -5.42586190e+15 9.73730783e+14\n", + " -2.64394450e+15 -1.77147601e+15 1.78357794e+15 3.53199094e+14\n", + " 4.76206322e+13 -3.51017895e+15 2.34559156e+15 2.24079464e+14\n", + " 4.87459306e+13 -1.27169554e+15 -1.04099952e+15 -2.99787911e+15\n", + " 4.43355509e+15 1.76879456e+15 -1.39513459e+15 -7.80359297e+14\n", + " 1.53717335e+15 -3.17402729e+14 1.43396431e+15 -1.24465172e+14\n", + " 4.24860296e+14 -2.07463106e+14 4.74341285e+14 -2.56174257e+15\n", + " 1.57704571e+15 1.29901732e+15 7.66463478e+14 -7.05536021e+14\n", + " -1.05191219e+14 -6.09660656e+14 1.79392171e+15 5.45925635e+13\n", + " 3.63657866e+15 -2.18027794e+15 -7.78551707e+14 4.01878625e+14\n", + " -1.41972891e+16 -2.39524583e+15 5.18102906e+15 -2.94052145e+15\n", + " 1.49201850e+15 1.79824932e+14 5.88821845e+15 -2.90486048e+15\n", + " -2.51034924e+15 1.08774504e+14 5.71402819e+15 -3.22801465e+14\n", + " 1.30268756e+15 2.63974226e+15 -2.12904736e+14 3.86083678e+15\n", + " 1.70276566e+15 2.15531586e+14 -8.10703328e+14 -1.18298462e+15\n", + " 1.69394851e+15 8.23157905e+14 -1.19507226e+15 3.98108796e+15\n", + " 2.52361582e+15 -2.52968843e+14 -1.44486541e+15 3.32754562e+15\n", + " 1.51148871e+15 7.48948616e+14 -4.21389133e+15 -1.18492547e+15\n", + " -9.30864035e+13 2.15313444e+15 -1.62686637e+15 -4.09723284e+15\n", + " 2.50304304e+14 1.61922282e+15 3.13208813e+15 2.51576512e+15\n", + " 1.62150260e+15 1.33381261e+15 2.65632924e+15 -2.52338496e+14\n", + " -1.12568250e+15 2.26424343e+15 2.76519582e+15 1.37996464e+15\n", + " -2.00211971e+15 -4.06467141e+14 -3.30897904e+14 -8.82156602e+14\n", + " 3.42183455e+14 4.02164625e+14 2.59709013e+15 1.53954382e+15\n", + " 7.94086300e+14 1.49764722e+15 5.04640494e+14 -9.69057574e+14\n", + " -1.65188625e+14 3.45065204e+15 -1.53889957e+15 6.62027363e+14\n", + " -4.28378431e+14 2.71642980e+15 -6.44881703e+14 1.09639505e+15\n", + " 1.69615004e+15 1.27167255e+15 5.55532059e+14 -1.52132770e+15\n", + " 1.49481602e+15 -4.11621720e+15 -5.18322745e+14 -3.61172930e+14\n", + " 1.09363694e+15 -7.70650498e+14 -3.51344692e+14 -2.81085467e+14\n", + " -1.06316811e+15 1.40198717e+15 -1.54715329e+15 -1.39283955e+15\n", + " 2.20340171e+14 7.11670037e+14 5.20784661e+14 -9.93534392e+14\n", + " -3.41314432e+14 1.09657174e+15 -4.80755909e+15 -7.89046432e+14\n", + " -1.79034230e+15 8.98951228e+14 4.98297589e+15 -1.69734136e+15\n", + " 1.95235304e+14 -2.09007897e+14 5.53334252e+14 7.75459153e+14\n", + " 1.05286259e+15 -4.70424013e+13 -6.46199602e+14 -1.49765113e+15\n", + " -2.03940237e+15 5.10657356e+13 -8.70801103e+14 5.22079400e+15\n", + " 7.29301591e+14 4.42614055e+14 4.95528428e+14 2.92277897e+15\n", + " 2.10694515e+15 -8.36035302e+14 -1.42331389e+15 6.65687960e+14\n", + " -2.39051187e+15 -3.09723940e+15 3.70963019e+15 -5.51528824e+14\n", + " -4.18945610e+14 -7.19374314e+14 6.86220143e+15 -1.89894883e+15\n", + " -1.41566124e+15 -2.49545861e+15 -1.45448376e+15 1.88103783e+15\n", + " -9.16767004e+14 1.41103660e+15 1.65386239e+15 5.26197253e+13\n", + " 1.30055201e+15 1.16903074e+15 2.12103381e+14 1.57866124e+14\n", + " 1.28763297e+15 1.09468834e+15 -1.22230882e+14 1.05355879e+15\n", + " -1.69314047e+15 6.66278642e+14 -1.60511793e+15 -1.24312900e+15\n", + " 1.38043527e+14 -9.39478608e+14 -6.70230749e+14 5.33574543e+13\n", + " -9.52975766e+14 -3.60001497e+14 1.00616005e+14 -1.70236385e+15\n", + " -1.11868778e+15 -1.85520802e+15 7.37532691e+14 -3.21306952e+14\n", + " -2.43423555e+14 1.20009389e+15 -2.46031571e+15 1.30497859e+15\n", + " -2.24462534e+15 1.87023138e+15 2.99917209e+15 1.21119264e+15\n", + " 7.02076095e+14 -1.31530892e+15 -4.42623753e+12 6.51624524e+14\n", + " 8.12428044e+14 3.42843924e+14 4.87518799e+14 -4.85026728e+14\n", + " 3.60716648e+15 2.44081711e+15 5.23330058e+14 6.27645323e+14\n", + " 2.64803977e+15 -3.95339088e+14 2.00265366e+14 2.08459615e+15\n", + " -2.15944450e+15 5.46665747e+14 -1.65761856e+15 8.44731419e+13\n", + " 1.04549483e+15 1.65852056e+15 -2.25386446e+15 1.72887853e+15\n", + " -1.84242002e+15 -1.04272791e+15 -7.03459052e+14 6.11487658e+14\n", + " -1.80929982e+15 -1.25317486e+15 -1.43208106e+15 8.14323926e+14\n", + " 3.27878088e+13 1.67309840e+15 5.29802508e+14 4.73937054e+15\n", + " 3.30773557e+14 1.33537006e+15 2.70900322e+15 9.74262249e+14\n", + " 1.03862948e+15 -3.63455323e+14 4.16902334e+15 -4.90655154e+14\n", + " 1.32451638e+14 3.51777550e+13 4.63698050e+15 -1.71738527e+15\n", + " -1.32238388e+15 -3.22814557e+14 -1.37586285e+15 -7.68364822e+14\n", + " 1.70053378e+15 1.14823757e+15 -1.51399469e+15 8.66084414e+14\n", + " -1.59824125e+15 2.54712218e+15 1.47802936e+15 -5.84138540e+14\n", + " 2.04833143e+14 -1.60032546e+14 -1.29315618e+15 7.48722910e+14\n", + " -1.56426870e+15 1.24095134e+15 -3.99756627e+14 7.62457698e+14\n", + " 8.19680867e+14 -2.15119947e+15 3.94805841e+15 7.21645699e+14\n", + " 8.76095846e+14 -2.38877059e+15 -2.59934702e+14 2.91764600e+15\n", + " 1.15619196e+15 1.47990721e+15 -1.63997182e+15 -2.34310861e+15\n", + " 1.25362571e+15 1.38773481e+15 -1.50552769e+14 1.81796314e+15\n", + " -4.23355723e+14 -5.01405651e+15 1.63486819e+15 -1.18104887e+15\n", + " 9.16487748e+13 3.74043765e+14 -6.11127467e+14 -2.73223566e+15\n", + " -1.49513512e+15 2.01278805e+15 9.66155431e+14 -2.57917496e+15\n", + " 5.35582491e+14 7.94554973e+13 4.81578853e+14 2.30345554e+14\n", + " 1.19936045e+15 -2.08321134e+15 -7.24717796e+14 1.63662668e+14\n", + " -3.63870195e+14 1.89733369e+15 -1.21950895e+15 -1.13376878e+15\n", + " 3.13808554e+15 -3.89374808e+14 -1.71448936e+15 1.87820348e+15\n", + " -1.13490532e+15 -2.75604885e+14 -6.46331931e+14 -1.16698038e+15\n", + " -4.02933726e+15 2.29761525e+15 2.43482987e+15 1.78288662e+15\n", + " 8.73262046e+14 -1.02561076e+15 2.87468095e+15 -2.65847562e+14\n", + " 2.83299903e+15 -6.47329553e+14 6.46275703e+14 -1.85331394e+15\n", + " 8.76833092e+14 -5.19812893e+14 -2.21618571e+15 -1.70048993e+15\n", + " 1.69579216e+15 -2.71928084e+15 2.66944898e+15 -7.44892732e+13\n", + " 7.35532728e+14 4.54763001e+14 2.48226995e+15 1.85911487e+15\n", + " 1.28263997e+15 -1.63261721e+14 1.87430506e+15 4.54447722e+14\n", + " 1.03148974e+15 -2.16346449e+15 -3.92120833e+14 -2.68656770e+14\n", + " 1.12848422e+15 1.67580448e+15 4.33268260e+15 1.43176101e+15\n", + " -2.37400438e+15 6.46061575e+14 -8.72591600e+14 -8.64490722e+12\n", + " -4.32446827e+13 -4.05463884e+14 2.23403957e+15 4.59967192e+15\n", + " -3.73404449e+14 3.58644291e+14 2.41062670e+15 9.08906223e+13\n", + " -1.01933997e+14 3.40608408e+14 1.82689380e+13 4.05019325e+14\n", + " -6.27765807e+14 3.22189307e+14 -6.66810821e+14 -1.00601072e+15\n", + " -2.20274557e+15 -3.08694854e+14 1.94605672e+15 1.53642866e+15\n", + " -5.04321756e+14 -4.78974734e+14 -3.45763670e+13 -1.69022393e+14\n", + " 1.15279892e+14 -5.69941027e+14 7.85125408e+15 -9.90928501e+14\n", + " -1.85811567e+15 -4.91435775e+13 -5.18727584e+14 3.42158074e+13\n", + " -5.63303959e+14 -1.75660176e+14 1.29470760e+15 -3.29202969e+14\n", + " 1.03920657e+15 -2.23313337e+14 2.99444936e+15 8.87389295e+14\n", + " -4.17135520e+14 4.25939303e+14 -7.08393254e+14 -1.38196942e+15\n", + " 1.77445942e+14 8.42373060e+14 3.83247411e+14 -2.38731989e+15\n", + " -1.72717805e+15 8.52919288e+13 -1.67387325e+13 1.29775955e+15\n", + " -6.34146135e+14 1.40814382e+14 6.14634127e+14 1.25438316e+15\n", + " 2.72239898e+14 -2.65667275e+14 1.77645184e+15 1.96969069e+15\n", + " 4.06279636e+14 -2.18148574e+14 2.82706150e+14 -3.74454922e+14\n", + " -7.33560703e+13 -1.35477631e+15 -1.09659547e+15 -7.50862573e+14]\n", + "Found 8401 total galaxies in catalog for cluster 30553\n", + "[-2.00902972e+15 5.22447123e+14 1.88753044e+14 ... 3.91307255e+14\n", + " 1.11724912e+15 -4.13898443e+14]\n", + "Found 2161 total galaxies in catalog for cluster 11651\n", + "[ 9.46130667e+14 -2.53725026e+15 4.16707461e+14 ... -4.22919477e+14\n", + " 7.68795874e+14 2.90226771e+14]\n", + "Found 3115 total galaxies in catalog for cluster 27728\n", + "[ 5.82231868e+14 4.64159384e+15 -1.15803762e+15 ... -4.79678298e+14\n", + " -4.29645752e+14 -5.39675432e+14]\n", + "Found 3282 total galaxies in catalog for cluster 30757\n", + "[ 1.13187556e+15 5.91684397e+14 2.03716561e+15 ... -1.04884830e+14\n", + " 3.34916985e+14 2.15475801e+14]\n", + "Found 5806 total galaxies in catalog for cluster 32634\n", + "[-3.85403326e+15 -4.65747763e+14 4.62048495e+14 ... 8.37594176e+14\n", + " 5.74685593e+14 -1.01602446e+15]\n", + "Found 3646 total galaxies in catalog for cluster 33429\n", + "[ 8.51724799e+14 5.31710842e+15 1.18921704e+15 ... -6.89263869e+14\n", + " -4.14237145e+14 -2.19892036e+14]\n", + "Found 2372 total galaxies in catalog for cluster 15656\n", + "[-2.25161265e+14 1.87328190e+15 -4.10281523e+15 ... -7.90215627e+14\n", + " 1.20114901e+15 -5.87244033e+14]\n", + "Found 963 total galaxies in catalog for cluster 29784\n", + "[-7.37958337e+14 -1.82281581e+14 1.84488277e+14 -1.14754893e+14\n", + " -3.92016457e+14 9.30436452e+14 -5.50306683e+14 9.49667153e+14\n", + " -3.74492977e+14 3.69776921e+14 2.69399851e+14 -9.51997055e+14\n", + " -2.60472841e+14 -2.25308115e+15 1.12893246e+15 -4.62341815e+14\n", + " 1.63869570e+15 -2.18755381e+14 7.77059112e+14 -9.83719805e+14\n", + " -2.70360130e+15 2.38110888e+15 1.05692727e+15 7.85875555e+13\n", + " 1.84108669e+15 1.10795717e+15 8.95663309e+14 -3.59965844e+14\n", + " 5.03403317e+15 -1.22862492e+15 -3.40971953e+15 2.54092857e+15\n", + " 2.60918301e+15 -1.63817255e+15 3.85544364e+15 -1.18822315e+15\n", + " 1.86378333e+15 -2.01619030e+15 -2.46103599e+14 1.88383362e+15\n", + " -3.38504600e+14 3.58214422e+15 5.71948888e+15 2.15057959e+15\n", + " -1.61762861e+15 -1.64259308e+15 1.13321119e+15 -2.56043258e+15\n", + " 1.52121266e+14 -1.51798225e+15 3.86974454e+15 4.95182580e+14\n", + " 2.66851345e+13 -8.40736957e+14 1.28357656e+15 9.33265932e+14\n", + " 2.06325822e+15 -8.86832195e+15 -1.24141058e+15 -2.74945343e+15\n", + " 2.47478522e+15 3.84164350e+15 1.86732612e+15 -2.89440565e+15\n", + " 3.24176677e+15 -2.39658372e+15 -9.89001730e+14 -1.89738986e+14\n", + " -1.47038218e+15 1.38767784e+15 6.13353932e+14 1.18558750e+16\n", + " 5.56774768e+13 1.80535391e+14 3.65081805e+14 2.92734375e+15\n", + " 7.32909435e+14 2.45656882e+14 -4.43864036e+14 -5.21975165e+14\n", + " -3.64159528e+14 -2.58876049e+15 -2.00669854e+15 -3.29735893e+15\n", + " 6.54713570e+14 2.15713701e+15 -1.05385127e+15 2.26230930e+15\n", + " 4.97727623e+15 5.06951537e+14 1.62298968e+15 -8.34491759e+12\n", + " -7.22901432e+14 -2.97815251e+15 3.07264565e+15 -1.27988706e+15\n", + " 3.76618080e+15 1.51746149e+15 -1.01121612e+15 -3.16293704e+15\n", + " -2.44128393e+15 -7.14228816e+14 -6.69521889e+15 4.79163851e+15\n", + " -4.40933628e+15 -5.83170798e+15 -2.99728267e+14 4.85113151e+14\n", + " 3.01468150e+15 -1.97751155e+14 -5.27449310e+15 2.40878141e+14\n", + " -2.33691484e+15 -9.65772621e+14 2.13887406e+15 -1.63809279e+15\n", + " -2.78274087e+15 -9.10391433e+14 -1.29475288e+14 3.12072211e+15\n", + " 1.37796709e+15 1.81657180e+15 -6.50014617e+14 -4.49123935e+15\n", + " -1.34302475e+15 -5.16172632e+15 -1.02667771e+14 2.51824703e+15\n", + " -2.88251075e+15 6.66610088e+15 -2.94423388e+15 3.20802313e+14\n", + " 7.94637815e+14 8.52491277e+14 3.28387772e+15 6.63786626e+15\n", + " 2.12460282e+15 -2.26584774e+15 -2.60032544e+15 9.56075501e+14\n", + " 2.98316823e+15 3.93041194e+15 -1.02248708e+15 -3.51821601e+15\n", + " -2.78764093e+14 -2.80638486e+15 -2.10369059e+15 -1.60497116e+14\n", + " 7.92190492e+14 -8.90918017e+13 -5.36620156e+15 -1.07371383e+15\n", + " -9.65279578e+14 -1.42522722e+15 -5.21644779e+15 -1.59700966e+14\n", + " -1.24507211e+15 -1.40324393e+15 -1.99904903e+15 -2.93016991e+15\n", + " -5.50241982e+15 -2.58274401e+14 -3.14265041e+15 -9.02075157e+14\n", + " 5.56868784e+13 -1.49442816e+15 8.69838779e+14 2.81196332e+14\n", + " -1.58796503e+15 1.42419782e+15 1.37705216e+15 -3.64840987e+15\n", + " -7.45217985e+14 1.19968480e+15 2.34916439e+15 -2.50369510e+14\n", + " -3.11443142e+15 -7.08395324e+15 -1.92047473e+15 -6.23424178e+14\n", + " -1.26156361e+15 3.91570850e+14 -3.78468877e+15 -2.05290379e+15\n", + " -2.98014929e+15 4.50905311e+15 -1.67864863e+15 1.24387627e+15\n", + " -1.63195678e+15 -1.40310549e+14 5.73463479e+14 6.76024875e+13\n", + " -2.70253205e+15 -4.60619232e+14 3.21308388e+14 8.73984513e+13\n", + " -1.31499893e+15 -3.34249687e+14 5.06843806e+15 -3.28758500e+15\n", + " -2.53973072e+15 -3.47462713e+15 -1.97421404e+15 1.42791630e+15\n", + " 1.90060640e+15 5.63293465e+15 1.17544735e+14 -3.62461229e+15\n", + " -1.02837574e+15 2.02948394e+15 1.46360453e+15 -1.52433861e+15\n", + " -7.44003721e+14 1.16494675e+15 -1.79541310e+15 -2.15692022e+15\n", + " 6.97686353e+14 4.11714854e+14 1.03252777e+14 2.63901548e+15\n", + " -7.26664500e+14 6.93323330e+13 -8.66745620e+14 1.55587433e+15\n", + " 3.01599138e+14 1.32183934e+15 -4.70893489e+14 1.96780611e+15\n", + " 2.15045782e+15 -8.03854753e+14 -5.03516159e+13 1.85075881e+15\n", + " 2.16502721e+14 2.13707197e+15 -7.53957824e+15 2.61358188e+15\n", + " -9.30372859e+14 8.85617934e+14 3.17901685e+15 -1.83894123e+15\n", + " -1.74696607e+14 -2.67098226e+15 -2.75382778e+14 9.43476516e+14\n", + " -3.02968124e+15 1.07673237e+15 -1.73758201e+15 -4.10241165e+14\n", + " -2.29658283e+15 2.17597974e+15 4.18723452e+14 -6.53305943e+15\n", + " 3.51074887e+14 2.59715819e+15 1.37414542e+15 -2.89790189e+15\n", + " -2.96872164e+15 5.52977019e+14 -1.19267828e+15 3.50347243e+14\n", + " 4.65710193e+14 -4.24772193e+14 2.97426460e+14 1.95400837e+15\n", + " -3.18622638e+15 4.27742126e+15 1.04456665e+15 1.43033233e+15\n", + " 2.65186820e+14 -9.94854084e+14 2.40347180e+15 2.30891798e+15\n", + " -1.03852936e+15 1.06934412e+15 1.93712956e+15 -5.38494411e+14\n", + " 1.18996652e+15 4.94295275e+14 -1.33562490e+15 -2.85912024e+14\n", + " -5.10340744e+15 -1.00450091e+15 2.79332373e+14 2.62138063e+15\n", + " -8.76618948e+14 -1.76530339e+15 -2.46371878e+15 -2.90735962e+15\n", + " 1.62816141e+14 -2.25196423e+15 1.65384038e+15 -9.81660312e+14\n", + " -3.95920390e+15 -9.78590298e+13 1.30219373e+15 1.70229525e+15\n", + " 1.29840364e+15 -4.38145388e+14 -1.58415215e+15 6.79505539e+14\n", + " 8.48934527e+14 5.18928863e+15 4.37081626e+15 3.72923415e+14\n", + " -1.38186495e+15 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5.12662723e+14 -4.83769779e+14\n", + " 1.32523564e+15 7.51554383e+14 2.11903843e+14 7.29242850e+14\n", + " -1.05063585e+15 -2.98497987e+14 8.85218040e+14 1.70333438e+15\n", + " 4.31317349e+15 8.08948363e+14 -7.07068797e+14 8.51156202e+14\n", + " -1.09050886e+14 -1.15263328e+15 -1.02546299e+14 -5.78255962e+14\n", + " 2.70825784e+15 -1.65303667e+15 -3.98452121e+15 -1.82836821e+15\n", + " 8.85296459e+14 -7.49123184e+12 3.92980357e+14 -1.16443195e+15\n", + " 6.41285576e+14 6.95186011e+14 6.03067961e+13 6.23215635e+14\n", + " -1.46823160e+15 2.38357886e+15 -3.71273846e+14 -5.26577355e+14\n", + " -3.09964096e+14 -2.07880462e+15 3.11960979e+15 2.37007706e+15\n", + " -1.12117054e+15 2.76490257e+15 7.34668228e+14 -1.36880864e+15\n", + " -1.20352678e+15 1.50257603e+15 -4.00403127e+14 -1.39930662e+15\n", + " 1.01849969e+15 -1.23042225e+15 7.97908198e+14 -5.39901852e+14\n", + " 1.61044725e+15 -2.07638364e+15 7.58494840e+14 1.11724737e+14\n", + " -4.09143371e+15 -4.60524773e+14 -2.82564088e+15 -3.99369807e+14\n", + " -1.95943788e+13 1.10798669e+15 5.36544601e+14 -1.37384550e+15\n", + " -2.15820593e+15 -1.64634877e+15 -1.56043551e+15 8.86100304e+13\n", + " -1.85016463e+15 3.21168358e+14 -4.85467145e+14 6.68101061e+14\n", + " -5.68638433e+14 1.68728448e+15 7.04091691e+14 4.87304252e+14\n", + " -3.27739101e+15 1.50643416e+14 5.33254461e+14 -1.86674471e+15\n", + " 4.01316942e+14 -1.21059600e+15 -5.16094343e+14 2.86228690e+15\n", + " -6.94667743e+14 -9.90314746e+14 -4.56874725e+13 3.09268003e+13\n", + " 1.03495802e+15 1.66152242e+15 8.98453494e+14 1.67029318e+13\n", + " -6.39870041e+13 -5.38835962e+14 -1.34440893e+15 4.94582678e+14\n", + " 1.13122278e+14 2.51666185e+15 8.93091375e+14 4.18567154e+15\n", + " 9.30939934e+14 -3.29180114e+15 -2.37984564e+15 1.41747686e+15\n", + " 1.05188960e+15 1.68699574e+15 -4.03014820e+14 1.55273326e+15\n", + " -5.02090862e+14 2.11089183e+15 -2.01621993e+15 2.10338950e+15\n", + " 3.33344728e+14 1.64103632e+15 -1.03139250e+15 -5.23720020e+14\n", + " -2.53374103e+15 -8.93721688e+14 -1.25149875e+14 1.75700611e+15\n", + " -2.86995903e+15 -3.75297259e+15 -2.66098090e+14 -1.61045540e+15\n", + " -9.23788167e+14 -7.57193697e+14 4.24616397e+14 3.41292031e+14\n", + " 4.43665463e+14 -1.62684938e+15 -5.81010727e+14 1.94203470e+15\n", + " 5.97101225e+14 6.54571567e+13 -3.11065701e+14 1.16196466e+15\n", + " 4.90967557e+14 2.61297108e+15 2.37980730e+14 1.11433930e+15\n", + " -2.10765032e+15 -9.80279995e+14 8.44054974e+13 -2.80623311e+14\n", + " -3.17314096e+15 -1.17598730e+15 -8.89960631e+14 -1.23757013e+13\n", + " 2.78945891e+15 -1.48084969e+15 -7.56690188e+15 -4.95437804e+14\n", + " 6.06932037e+14 -1.46200112e+15 -6.00517553e+14 -3.28224042e+14\n", + " -1.34015593e+15 -1.68585001e+15 1.71390071e+15 1.11862980e+15\n", + " 7.73033027e+14 -1.01454313e+15 1.06188119e+14 5.92474531e+14\n", + " 9.74112576e+14 -8.03576897e+14 1.07666254e+15 -2.22899933e+15\n", + " 1.17026426e+15 -2.68675098e+15 2.93950875e+14 4.50497590e+14\n", + " -3.73470479e+14 -2.70113446e+15 1.32383495e+15 -1.96878787e+15\n", + " -1.64729551e+15 1.55055672e+15 5.04359576e+14 3.94997776e+14\n", + " -1.69621829e+15 1.45061932e+14 3.42513567e+14 2.19679454e+15\n", + " 2.27903119e+15 8.00942897e+14 -9.06790704e+14 3.22160433e+14\n", + " -2.23649902e+15 1.44703559e+15 8.83796235e+14 1.09604458e+15\n", + " -7.60451048e+14 -2.06775333e+14 1.45332612e+15 -2.14779069e+15\n", + " 7.19178597e+14 -2.27538252e+15 9.05416276e+14 -7.59628431e+14\n", + " 8.68835807e+14 -4.76219302e+14 -3.60276068e+14 1.19869162e+15\n", + " -2.13042984e+15 1.20870362e+14 -1.64044137e+15 -4.02687531e+15\n", + " -3.19441757e+14 -4.11080355e+14 8.17541759e+14 -3.98687096e+14\n", + " 4.55355246e+14 -4.17688896e+14 3.77167224e+13 -3.36063099e+15\n", + " 5.25411372e+14 -3.35316282e+13 -1.15799032e+15 2.22108506e+15\n", + " 1.05136860e+15 3.26144972e+15 -2.71529405e+15 -8.24904953e+14\n", + " 3.84006541e+14 2.75983348e+13 2.32740765e+15 1.83277291e+13\n", + " -2.46545108e+15 -8.62943482e+14 -2.40959848e+14 5.08688984e+14\n", + " 2.96781690e+14 -1.19863854e+15 4.18923711e+14 1.67861062e+14\n", + " 1.58366209e+15 -2.20586728e+14 1.50465539e+15 8.74203006e+14\n", + " -1.09489140e+15 4.83354145e+15 1.31994656e+15 -2.08023928e+14\n", + " 2.25401920e+15 -4.08390982e+14 1.29964730e+15 6.56452287e+14\n", + " 2.34829914e+15 2.21480407e+15 4.25107996e+15 2.32919815e+15\n", + " -9.24561434e+14 -1.13951757e+15 1.12014545e+15 -5.11682283e+14\n", + " -1.59828919e+15 3.83458124e+14 -1.66625544e+15 -5.86321029e+15\n", + " 3.53823589e+15 8.07558226e+14 -2.22147506e+15 -6.83087952e+14\n", + " -3.10591049e+15 -1.80196097e+15 6.95061181e+14 3.47490871e+14\n", + " 1.22214427e+15 -7.77292734e+13 -1.80213755e+14 1.76067338e+14\n", + " -2.57554679e+13 3.17248024e+15 -4.23809064e+14 3.00203097e+13\n", + " -5.99637405e+15 1.94297923e+14 -3.12039513e+15 2.03147943e+15\n", + " -3.94911738e+14 5.43276193e+14 1.10355661e+15 1.13994815e+14\n", + " 3.53941224e+14 -7.97341321e+14 5.03010661e+14 1.06894277e+15\n", + " 9.61913635e+14 2.66796317e+15 -1.23713834e+15 3.53963952e+14\n", + " 1.64172907e+15 -6.56502429e+13 2.91691634e+13 1.57643655e+15\n", + " -3.01465109e+15 -3.04643403e+14 6.68337619e+14 -4.39134237e+14\n", + " 6.08978656e+14 -2.04231388e+15 9.85500598e+14 5.44960291e+14\n", + " -1.87125496e+14 3.26273553e+14 -2.57237319e+14 8.25314824e+14\n", + " 1.54813681e+15 1.93426772e+14 4.32952255e+14 3.78071043e+13\n", + " 1.78994756e+15 1.17746471e+15 -4.31795126e+14 -3.17885558e+14\n", + " -3.56266406e+15 -9.20230247e+14 1.17472608e+14 1.84889038e+14\n", + " -5.01088543e+14 -2.10332139e+13 -6.93280903e+14 3.55752742e+15\n", + " -1.45142846e+14 -7.08976031e+14 -1.15392874e+15 2.24914884e+15\n", + " -3.33593907e+14 -1.15547066e+15 9.60462421e+14 6.08069859e+14\n", + " -9.79263050e+14 -9.08093299e+14 -5.16395774e+14 -8.11236668e+13\n", + " -7.51517300e+12 8.10113998e+14 -5.17157116e+14 8.58028225e+14\n", + " 4.89807371e+14 -3.91216576e+14 4.67785344e+14 -4.96779252e+14\n", + " -4.23073919e+14 -1.10894043e+15 1.20753722e+15 1.30571434e+14\n", + " 4.40773722e+14 -2.20789266e+15 8.67048686e+13 1.83894059e+14\n", + " -2.00189544e+15 -1.49816986e+15 3.49702748e+13 1.04085073e+14\n", + " 2.11330528e+13 7.34210122e+14 -1.10070252e+15 4.24907683e+14\n", + " 1.97548141e+14 2.97848838e+14 -9.37138584e+14 -2.19835282e+14\n", + " -6.08809436e+14 -6.91748422e+14 4.43205550e+14 1.15955809e+15\n", + " 1.14659256e+15 -1.13732284e+14 6.32665997e+14 3.05902098e+14\n", + " 6.36552740e+14 -1.32676481e+15 -9.88541035e+14]\n", + "Found 2313 total galaxies in catalog for cluster 22630\n", + "[ 8.51587648e+14 -3.75245908e+14 -1.16964224e+14 ... -3.01910259e+14\n", + " -2.20834296e+14 8.32172945e+14]\n", + "Found 1247 total galaxies in catalog for cluster 17777\n", + "[-3.38649869e+14 1.00347783e+15 -1.05884567e+15 ... 3.44799419e+14\n", + " -8.41254526e+14 -3.66644610e+14]\n", + "Found 2529 total galaxies in catalog for cluster 33569\n", + "[-7.34770010e+14 -1.96768705e+15 -1.29612553e+15 ... -2.19398739e+14\n", + " -2.44285906e+14 -7.63164626e+14]\n", + "Found 2263 total galaxies in catalog for cluster 39996\n", + "[ 1.08947369e+14 -2.22168887e+14 -8.97323670e+14 ... 2.15614881e+14\n", + " -4.66746134e+14 -7.54631133e+14]\n", + "Found 4094 total galaxies in catalog for cluster 37007\n", + "[ 2.80323801e+14 2.84900887e+15 1.10051822e+15 ... -5.22372778e+14\n", + " -5.08101342e+12 4.91980157e+14]\n", + "Found 4852 total galaxies in catalog for cluster 25937\n", + "[ 9.32515588e+14 -2.66318830e+15 -1.35879702e+15 ... -8.62793903e+14\n", + " -3.32732966e+14 6.03956029e+13]\n", + "Found 1586 total galaxies in catalog for cluster 24386\n", + "[-2.58084442e+15 -1.66103277e+15 8.15287526e+14 ... 1.38022693e+14\n", + " 3.57097229e+14 -1.59442426e+14]\n", + "Found 5253 total galaxies in catalog for cluster 44685\n", + "[-3.78521169e+15 1.31152833e+15 -1.35952846e+14 ... -5.25520983e+14\n", + " 7.00188343e+14 4.70455524e+14]\n", + "Found 2779 total galaxies in catalog for cluster 48725\n", + "[ 1.02052727e+15 -9.63890073e+14 1.47725352e+15 ... -5.57637538e+14\n", + " -6.80528600e+14 -2.35934934e+14]\n", + "Found 2228 total galaxies in catalog for cluster 27260\n", + "[-1.94903228e+15 3.19466292e+15 -7.03903015e+14 ... -8.62062889e+14\n", + " -1.10085016e+15 3.90708812e+14]\n", + "Found 1532 total galaxies in catalog for cluster 35316\n", + "[ 1.40483938e+15 -4.22730440e+14 -4.15287838e+14 ... -7.46857530e+14\n", + " -5.12594365e+13 -1.11972633e+15]\n", + "Found 1270 total galaxies in catalog for cluster 59428\n", + "[ 5.13761286e+14 -1.73517981e+14 5.17088313e+14 ... -6.18984581e+14\n", + " -3.93720568e+14 -8.56817007e+14]\n", + "Found 2305 total galaxies in catalog for cluster 25976\n", + "[ 4.91943669e+14 7.04918950e+14 5.21084442e+14 ... 8.15161939e+14\n", + " -8.04345228e+14 -8.44612378e+14]\n", + "Found 3178 total galaxies in catalog for cluster 31596\n", + "[ 2.10463620e+15 -3.05129080e+15 7.16253721e+14 ... -7.50774970e+14\n", + " -2.16445397e+14 -3.69846487e+14]\n", + "Found 6358 total galaxies in catalog for cluster 26346\n", + "[ 2.53248222e+14 3.36816763e+15 -2.55684344e+15 ... 8.78047968e+13\n", + " -6.81770617e+14 -6.47895833e+14]\n", + "Found 3056 total galaxies in catalog for cluster 36608\n", + "[ 3.50688162e+14 5.54681910e+15 -1.44819393e+15 ... -5.31466731e+14\n", + " -4.62455074e+14 -4.82025990e+14]\n", + "Found 3770 total galaxies in catalog for cluster 26938\n", + "[-1.26838485e+14 4.46916397e+14 2.49215718e+15 ... -5.26948581e+14\n", + " 3.20170912e+14 2.97780184e+14]\n", + "Found 1528 total galaxies in catalog for cluster 74483\n", + "[ 1.44343591e+14 7.73215843e+14 -5.05798053e+14 ... 2.95719215e+14\n", + " -4.72604858e+14 -5.33003924e+14]\n", + "Found 2946 total galaxies in catalog for cluster 62882\n", + "[ 2.08367134e+15 -1.96036108e+15 2.73727766e+14 ... 1.18877851e+15\n", + " -7.23494022e+14 6.21026242e+13]\n", + "Found 626 total galaxies in catalog for cluster 25770\n", + "[ 1.00415764e+15 1.66860757e+14 2.12551529e+14 -1.06726456e+15\n", + " -9.71950716e+14 -1.00337046e+15 -5.67707070e+14 1.65377774e+15\n", + " -2.19069392e+14 -3.88872077e+15 1.24575643e+15 1.55120180e+15\n", + " 3.45378324e+15 -3.45072873e+14 5.53660330e+15 6.24205520e+14\n", + " 1.53493882e+15 1.26933127e+15 2.48106887e+15 -1.70511260e+15\n", + " 1.08016354e+15 -3.52821530e+15 -5.69558906e+14 -4.58708619e+15\n", + " 4.43989357e+15 6.63825842e+15 5.87793653e+15 2.02293235e+15\n", + " 1.93698106e+15 3.49166171e+15 -4.65770950e+15 -5.87428793e+15\n", + " -3.82593312e+15 3.74970907e+14 -1.09855887e+15 -1.76164047e+14\n", + " -3.26332434e+15 -3.28749614e+14 -3.24802374e+15 -7.50343915e+14\n", + " 9.68252183e+15 5.79235415e+15 -1.17853018e+15 -1.63747522e+14\n", + " 1.61553348e+15 1.60241511e+15 -1.10643821e+14 -1.13170627e+14\n", + " -5.31372264e+15 -5.54681217e+15 -3.69800434e+15 -1.12531097e+15\n", + " 6.98270653e+13 -2.93749864e+15 -3.21491284e+15 -8.86529164e+14\n", + " 1.39186623e+15 -2.89046182e+15 2.45024874e+15 -3.28498646e+15\n", + " -7.10018466e+14 5.30634266e+14 -9.71072955e+14 -2.97020862e+15\n", + " -5.84777755e+15 -3.06293851e+15 1.59144088e+15 7.87109242e+14\n", + " -2.98991069e+14 1.16446497e+15 -3.72199941e+15 -7.69705680e+15\n", + " 2.91783622e+14 2.77596792e+15 -8.16801139e+14 -1.04626332e+15\n", + " -9.13882398e+13 -5.88886437e+14 1.34079445e+15 -9.37068806e+13\n", + " 1.69289650e+15 -3.97338278e+14 2.08955600e+15 -2.70922727e+14\n", + " -4.79034301e+15 2.54118914e+15 2.00042477e+15 1.04675095e+15\n", + " 2.41317051e+14 -1.62017761e+15 1.62974196e+15 1.31322846e+15\n", + " -1.09564470e+15 -5.70694335e+14 -5.09310494e+14 -5.01334490e+14\n", + " 9.90072735e+14 -2.49676228e+15 6.40947098e+15 1.74375255e+15\n", + " 2.13778358e+15 -1.25308279e+15 4.63964712e+15 -1.41001995e+15\n", + " 2.43243230e+15 1.62002521e+15 -1.23169709e+15 1.20924929e+15\n", + " -1.19050081e+15 3.04741958e+15 4.76251465e+15 7.55061241e+14\n", + " -3.68452316e+15 6.40129778e+14 -4.77139519e+14 3.45160488e+15\n", + " 2.07970098e+15 2.20284044e+15 4.55247924e+15 4.12383506e+15\n", + " 1.43462770e+15 3.55220855e+15 -1.47500744e+15 1.03804589e+16\n", + " -2.46277834e+15 -1.66422653e+15 1.84993715e+14 1.80893453e+15\n", + " -1.03803252e+15 4.08136892e+15 -5.73425184e+15 6.26376052e+14\n", + " 2.03495508e+15 -2.95094452e+15 9.12311930e+14 -2.30886271e+14\n", + " 2.04654641e+15 -1.04528042e+14 -1.46089962e+15 -2.14337620e+15\n", + " -2.66216322e+14 2.32418631e+15 1.65913575e+15 1.26587052e+15\n", + " -1.14660212e+15 -1.46441284e+15 -1.06264442e+14 1.49384809e+15\n", + " 7.72275354e+15 2.25999002e+15 -1.68147435e+14 6.26536132e+14\n", + " -4.49417484e+14 2.31169887e+15 -4.21329376e+14 -1.50636225e+14\n", + " 2.59614323e+15 -7.02255995e+14 2.52852557e+15 -6.76027233e+14\n", + " -1.47043518e+15 7.65497536e+15 1.40018108e+15 -1.70344944e+15\n", + " 2.64816122e+15 -2.63319921e+15 -2.45937767e+14 1.92254224e+15\n", + " -3.90868148e+14 -6.38180887e+14 9.13719809e+12 -2.26469522e+14\n", + " 2.03750762e+15 2.37634358e+15 -4.06913970e+15 -1.26935069e+15\n", + " -2.02296789e+15 1.70846003e+14 -1.03018041e+15 -4.19456397e+15\n", + " -3.14341861e+15 -1.33783735e+15 -7.02149225e+14 -3.16550792e+15\n", + " 1.93461703e+15 2.25083067e+14 -5.16079105e+15 -3.10547029e+15\n", + " -7.90611171e+14 -1.06705929e+15 2.42371875e+15 9.18177701e+14\n", + " 5.70231334e+15 2.50874678e+15 -6.54331677e+14 -2.54892729e+14\n", + " 2.80813602e+15 4.51900448e+15 2.28177129e+14 8.49396290e+14\n", + " -1.31778642e+15 3.23295688e+14 1.17818158e+15 -6.92978527e+14\n", + " -3.24848898e+15 -2.55805724e+12 1.03327531e+15 8.81966033e+14\n", + " -1.14117810e+15 -1.38171082e+15 5.84986575e+14 -2.97650978e+15\n", + " 9.25179578e+14 -2.67238426e+15 4.66402978e+14 -1.18940387e+15\n", + " -1.17694053e+15 -2.06561028e+15 8.97340386e+13 8.19393787e+14\n", + " -4.92086625e+14 2.76417257e+15 3.51137882e+15 -2.01878868e+15\n", + " 3.87646767e+14 -5.55992780e+14 2.71340777e+14 1.95915175e+15\n", + " 1.35500368e+15 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-1.06908399e+14 -8.33403037e+14\n", + " 9.46160103e+14 -1.58721707e+15 5.00616923e+15 -1.67163790e+15\n", + " 2.61504805e+14 -1.72264469e+15 -1.29867418e+15 -1.26749772e+15\n", + " -6.17493068e+14 -3.71280222e+14 -1.52198705e+15 1.36479484e+15\n", + " 4.09812318e+15 -2.60881882e+15 -6.77556658e+14 -1.12157804e+15\n", + " 1.67891902e+15 2.18227554e+15 -1.11466030e+15 1.11836073e+15\n", + " 2.05134153e+15 -2.73345615e+14 9.60808710e+13 1.37947430e+15\n", + " 4.71181372e+14 1.93624344e+15 -1.95667247e+15 -1.16471340e+15\n", + " -1.27619644e+15 -1.02470009e+15 1.23759987e+15 1.60379151e+15\n", + " 4.05966191e+14 1.27533460e+15 2.40805548e+15 -5.52294673e+14\n", + " 1.39943707e+14 -3.64978474e+14 -7.65648182e+14 5.99988193e+14\n", + " 1.29699271e+15 1.49038889e+15 4.19795425e+14 -5.02043774e+14\n", + " -1.06949443e+15 -1.05802603e+14 -1.59520572e+14 -1.11300138e+15\n", + " -6.50313648e+14 4.95504868e+14 3.77780756e+14 1.50984167e+13\n", + " 2.82260341e+15 6.91024564e+14 8.81679463e+14 7.83825406e+14\n", + " -1.32816702e+15 1.10322843e+15 -2.64140843e+14 -4.79400558e+14\n", + " 1.21601975e+14 -1.18726791e+15 5.38519491e+14 -1.12022196e+14\n", + " 6.52237636e+14 3.01924039e+15 -6.69356710e+14 3.32777552e+13\n", + " -3.68144629e+14 5.26313683e+13 -3.57111976e+14 -5.23279867e+14\n", + " -8.68679349e+14 1.24085827e+14 1.11155595e+15 1.24583227e+15\n", + " -9.27933619e+14 1.70311788e+15 -2.92927463e+15 -6.16772898e+14\n", + " 3.98366216e+15 -7.87875225e+15 -8.14619153e+14 2.15055772e+15\n", + " -1.62496532e+15 -5.39470555e+15 -1.20650134e+15 -1.61349251e+15\n", + " -3.23555900e+14 -2.49279441e+14 -4.73562962e+14 -2.32909188e+15\n", + " 3.22259435e+13 5.29419473e+15 3.33890794e+15 4.62466663e+14\n", + " -3.49169699e+13 8.73642906e+14 1.44862736e+15 1.01514521e+15\n", + " 3.39175066e+13 1.39788557e+14 -9.14049513e+14 -1.19358895e+14\n", + " -2.23596432e+15 9.70020632e+13 -1.32551814e+15 1.13394750e+15\n", + " -6.50676474e+14 -5.02428048e+13]\n", + "Found 514 total galaxies in catalog for cluster 59302\n", + "[-1.43878407e+15 -6.11090128e+14 1.91456142e+14 1.41168715e+14\n", + " 1.29116400e+15 -3.17365182e+13 -2.99089642e+14 9.83851146e+14\n", + " -1.28703786e+16 2.28767883e+15 1.51843708e+15 -2.86218168e+15\n", + " -7.98641772e+14 3.75113099e+15 -8.71407787e+15 -3.52462694e+15\n", + " 4.27997819e+15 -7.35576944e+14 -2.41992140e+15 -1.54411479e+15\n", + " -5.81570735e+15 -1.88886600e+15 -6.39398263e+15 -2.14065002e+15\n", + " 1.81624691e+15 2.40297790e+15 2.99810423e+15 4.85725545e+15\n", + " -2.41439402e+15 -1.37673433e+15 1.59514315e+14 -1.94106937e+14\n", + " -3.77260875e+15 -2.48833435e+15 1.26242186e+15 -1.10381711e+15\n", + " -9.24791956e+15 -6.29779876e+14 1.04292064e+16 3.24630378e+15\n", + " -1.72526400e+15 3.72238798e+15 -5.26285957e+14 -3.19385787e+15\n", + " -8.22144784e+14 -4.14678229e+15 1.38492944e+15 6.50214223e+14\n", + " -4.10852735e+15 -1.61915904e+14 -1.58651560e+15 1.26381211e+15\n", + " -1.07665623e+15 4.49839279e+14 1.25256305e+15 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7.88401961e+13\n", + " 8.38688015e+14 1.56857737e+15 9.98859326e+14 6.93451744e+14\n", + " 4.05289050e+14 4.19582212e+13 -1.27514825e+15 3.06081220e+15\n", + " -2.75183146e+15 8.59811370e+14 -3.09208532e+15 1.56958045e+15\n", + " -6.44120295e+14 6.65427576e+13 -9.46518732e+14 5.71916868e+14\n", + " 1.54609647e+15 1.81443254e+15 -1.32902523e+15 -1.04855344e+14\n", + " -2.50275180e+15 1.29885739e+13 1.31839719e+15 -4.77715398e+14\n", + " -4.32311062e+14 4.73645433e+14 1.54440674e+15 1.65368151e+14\n", + " 2.66035081e+15 -1.01001001e+15 2.06997042e+15 -3.89579355e+15\n", + " -1.63442807e+15 1.96860803e+15 4.39706227e+15 1.58014244e+14\n", + " 8.95575627e+13 3.42737575e+15 -3.55419224e+13 -1.37612731e+15\n", + " 2.61913642e+14 -3.11625112e+15 -5.28670694e+14 1.30554064e+15\n", + " -8.44296503e+14 -3.67626703e+14 -2.06940673e+14 -1.74425576e+15\n", + " -3.04703342e+15 -1.37833356e+15 -4.81947460e+14 5.94562774e+14\n", + " -1.45191947e+15 -3.07365919e+15 -6.42458597e+14 -2.40319332e+14\n", + " 1.12975036e+15 -2.29569515e+15 2.08058804e+15 2.53418150e+15\n", + " -1.29122158e+15 -6.22328339e+14 -5.02567342e+14 2.68393337e+15\n", + " 1.00961346e+15 -4.89984424e+14 3.34881621e+14 -2.41612018e+15\n", + " -1.96183458e+15 -1.06534848e+15 8.07132761e+14 -3.35853552e+14\n", + " -4.05954613e+14 3.19536100e+13 3.72791212e+15 7.92819728e+14\n", + " -3.18072625e+14 -1.80277910e+15 5.56719009e+15 -3.46260667e+14\n", + " 2.26718061e+14 6.91932056e+14 -2.79137154e+14 -6.22435402e+13\n", + " -4.19556574e+14 -1.89601903e+15 1.40863574e+15 6.98367055e+14\n", + " -2.71304609e+15 1.19040680e+13 -2.38053297e+14 -2.60271038e+13\n", + " 1.27298442e+15 -1.90761516e+15 1.19208893e+15 1.56241717e+15\n", + " 1.15497625e+14 -2.57111468e+14 3.72163811e+13 6.66561429e+14\n", + " 6.70801447e+14 -6.94771794e+14 -3.84017882e+14 -1.21803229e+15\n", + " -9.08442884e+14 -6.07260227e+15 1.94440662e+15 3.37900598e+15\n", + " -3.33376068e+14 1.03750797e+14 5.73465937e+14 -1.41614524e+15\n", + " 3.55595843e+14 9.48059241e+14 -1.61276702e+15 1.94434549e+14\n", + " -2.65421341e+14 9.51270355e+12 -7.01896894e+14 -1.17459852e+15\n", + " 1.13535509e+15 1.71915433e+15 -8.13496643e+15 -1.52729147e+15\n", + " -4.65436754e+14 -1.89336427e+15 -1.93510654e+14 1.68706031e+15\n", + " 7.50399560e+13 1.30933351e+15 1.54619249e+15 -2.46824573e+15\n", + " 2.63851359e+14 -2.46812339e+15 2.93585363e+14 6.25269557e+14\n", + " 1.79695875e+13 -4.06298909e+14 -3.31585072e+15 4.57683508e+15\n", + " 3.03394743e+15 -1.10824634e+14 8.45774156e+14 -7.14045338e+14\n", + " -1.12846080e+15 -2.80468444e+14 6.21900973e+14 -1.70638034e+15\n", + " 5.06448494e+14 1.65206502e+14 -1.06996137e+15 1.13540703e+15\n", + " -1.80594321e+15 -2.16543934e+15 1.83292758e+14 -1.54795438e+14\n", + " -4.24506689e+15 -3.80084743e+14 -3.40761741e+15 1.75052135e+15\n", + " -2.66048090e+15 3.23849259e+14 -1.89940047e+15 -3.58888701e+14\n", + " 9.73633254e+14 1.95920270e+14 7.11929599e+14 -2.80886035e+14\n", + " -7.00936182e+14 -6.12847384e+14 6.71984533e+14 -4.22804678e+14\n", + " 2.00295361e+14 8.67629611e+14 1.38705886e+15 9.95681047e+14\n", + " 3.39707667e+14 -2.85994175e+14 8.05024606e+14 -2.23982630e+13\n", + " 8.82641457e+14 -2.23743819e+14 2.10604309e+15 1.98235621e+15\n", + " 1.52101376e+15 1.34699143e+15 5.83749543e+14 -1.35307648e+15\n", + " -1.56205819e+14 1.58604870e+15 -5.80271902e+14 4.98160445e+14\n", + " -8.07626898e+14 -7.27145858e+14 8.46353516e+14 1.49028402e+15\n", + " -1.06878532e+15 4.75477356e+14 1.91013179e+15 3.12589875e+14\n", + " -1.02978151e+15 7.51786662e+14 1.31802795e+15 -6.38300743e+14\n", + " -8.26503368e+14 -1.98405050e+15 -1.55543868e+15 -1.67900321e+15\n", + " 4.41828445e+14 9.52405084e+14 6.56496137e+14 -1.08494466e+14\n", + " -7.81489397e+14 9.41253995e+14 -3.77123653e+14 -8.93842079e+14\n", + " -7.59461501e+14 -1.09208882e+14 2.45089860e+15 9.08114834e+13\n", + " -2.05795623e+15 -3.77422832e+14 2.68988483e+15 1.17152292e+15\n", + " 7.51075719e+14 2.16046590e+15 1.58560230e+15 -7.18515913e+15\n", + " -4.72026867e+14 8.97391096e+14]\n", + "Found 1152 total galaxies in catalog for cluster 53335\n", + "[ 1.55123140e+15 -7.51104264e+14 -5.46312239e+14 ... 7.71472114e+14\n", + " -7.72421473e+14 8.31785284e+13]\n", + "Found 609 total galaxies in catalog for cluster 23919\n", + "[-2.50147292e+14 1.23403085e+15 -8.96202417e+14 5.14111945e+14\n", + " -9.24603135e+14 -1.32907261e+15 -1.41266526e+14 1.75240690e+15\n", + " -4.24101912e+14 -9.94320329e+14 4.37276059e+14 -5.22456396e+14\n", + " -2.15295858e+14 -7.06328314e+14 8.17417112e+14 4.09469241e+14\n", + " -1.51709841e+14 -4.92928424e+14 -8.57928548e+14 -1.54569732e+14\n", + " 1.80266008e+15 1.39009509e+15 -8.08012213e+15 -1.45191660e+15\n", + " 8.09385942e+14 -3.75176507e+14 -1.92747236e+15 -1.84412061e+14\n", + " 1.04749220e+15 -6.15617072e+13 -7.10198229e+15 8.18386398e+14\n", + " -3.74606835e+14 1.33018840e+15 -3.37865628e+13 -2.96232289e+15\n", + " 2.49826081e+15 -2.21470610e+15 -4.08634347e+15 -1.99420898e+15\n", + " 4.01422042e+14 4.20351839e+15 -1.82234184e+14 -8.56338592e+14\n", + " 2.48856620e+15 4.57906921e+15 7.13919255e+15 -5.23470498e+14\n", + " -2.34667197e+15 1.12023012e+15 -4.57561873e+15 5.52296863e+14\n", + " 4.43223131e+13 -1.35623082e+14 4.07071951e+15 1.87048067e+15\n", + " 2.48523955e+15 -1.91016615e+15 3.17351097e+15 4.36023989e+15\n", + " -5.83578718e+14 5.33759633e+15 -1.52523320e+15 -8.47747551e+15\n", + " -3.65658169e+15 2.20141245e+15 1.60896415e+15 -1.97759311e+15\n", + " 5.23711645e+15 -9.68489202e+13 -8.69057066e+14 -1.90511866e+14\n", + " 4.41773922e+15 5.14777866e+15 4.57071223e+15 -2.01950939e+15\n", + " -4.22679006e+14 2.07571569e+15 -1.62312763e+15 4.28880007e+15\n", + " 5.50179012e+15 -9.92982959e+14 -1.52241894e+15 2.29902596e+15\n", + " -2.12406680e+15 1.08327105e+15 -8.06442533e+15 -4.12421845e+14\n", + " 3.43895349e+15 2.33324819e+15 -5.18917796e+15 1.74064036e+15\n", + " -6.84602616e+15 5.48064106e+15 1.59330999e+15 3.67978775e+15\n", + " 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-1.07565583e+15\n", + " -4.38712269e+14 5.91917912e+14 1.80780701e+14 -1.24244771e+15\n", + " 1.96834836e+15 -3.52207300e+15 1.73320443e+14 -2.70835312e+15\n", + " -1.45940087e+15 -6.93871905e+15 4.29467419e+15 -1.84182058e+15\n", + " -5.17574847e+15 4.18336884e+15 -1.45068455e+15 -1.00897469e+16\n", + " -3.31960969e+15 -5.55233196e+15 4.07595390e+15 6.29842164e+15\n", + " -2.04995762e+14 6.31481395e+15 4.54519828e+14 -2.68646344e+15\n", + " -6.65676401e+13 3.02398449e+15 -3.16426504e+14 9.53665356e+14\n", + " 7.98497699e+14 3.90028235e+14 -1.29589684e+15 4.92741026e+14\n", + " 1.33618776e+15 2.67419346e+15 3.62362170e+14 9.67128581e+14\n", + " -1.50118402e+14 1.65925083e+15 4.21546070e+14 1.54399273e+15\n", + " -4.18676736e+15 7.12207314e+14 -2.41336351e+15 8.88039593e+14\n", + " 1.93605570e+15 8.44298928e+13 1.79530915e+15 4.40222564e+15\n", + " 6.36208421e+14 3.02062647e+15 4.97049173e+14 -5.15048215e+13\n", + " -1.74990696e+14 1.75979030e+15 -6.35632346e+14 1.79826386e+15\n", + " 8.07613301e+14 -5.47333532e+14 6.27880613e+13 1.78187833e+15\n", + " -5.80932925e+14 -1.12385603e+15 -3.58777004e+15 -8.56267923e+14\n", + " 9.05281804e+13 8.42763100e+13 -4.29580807e+14 -1.08283293e+15\n", + " 1.01052637e+15 -1.42681809e+14 -1.37064094e+15 -2.20204328e+14\n", + " -1.49441901e+15 4.62333361e+14 1.83901540e+15 2.05089975e+15\n", + " -2.77252842e+15 -1.70245129e+15 6.42466262e+14 1.08652964e+14\n", + " 1.40716889e+14 2.68543403e+15 9.30416379e+13 -3.91041203e+14\n", + " -2.52092475e+15 6.58475844e+14 -2.18828503e+14 -1.28849611e+15\n", + " 2.96805416e+14 1.25395332e+15 1.26021380e+14 7.70398631e+14\n", + " 1.71680031e+15 3.78667990e+15 6.60287797e+14 2.69779133e+13\n", + " 5.47324791e+15 -2.28433912e+15 -6.55909621e+14 -2.54299965e+14\n", + " -1.28479551e+15 -2.04742383e+15 -3.95754919e+14 -2.07126724e+15\n", + " 2.05978101e+15 8.31477791e+13 3.63465201e+14 1.73857653e+15\n", + " -1.05470355e+15 -5.36044589e+14 -7.90831148e+13 -2.17840834e+15\n", + " -1.03413914e+14 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6.81668111e+15 -7.02147566e+14\n", + " -1.75645411e+15 8.54229315e+14 6.69556778e+14 -4.19469732e+14\n", + " -4.11595019e+14 -1.66625311e+15 -9.84913693e+14 3.10684655e+15\n", + " 6.67615770e+14 -6.32276429e+14 -1.68535366e+14 2.08600020e+15\n", + " -6.73917355e+14 4.30928093e+14 -6.63348059e+14 5.31800096e+14\n", + " 1.98885520e+15 -1.26031945e+15 -9.32249690e+14 7.82929457e+14\n", + " -6.90299698e+14 1.69924398e+15 1.12021807e+15 -4.15485865e+15\n", + " -2.14039855e+15 2.02263765e+15 -7.92575935e+14 -3.85611501e+15\n", + " 2.35913910e+15 9.89924393e+14 -2.24569791e+15 5.19509620e+15\n", + " 4.47957647e+14 -1.39135052e+13 -1.06439767e+15 7.52904038e+14\n", + " 4.68313006e+14 2.35298833e+14 -2.43170591e+15 -3.03407111e+15\n", + " 1.53395673e+15 1.93768746e+14 1.12857575e+15 -4.84178400e+15\n", + " 3.29043450e+15 6.90138401e+15 -6.33847820e+14 -1.93377255e+15\n", + " 8.53976424e+14 -3.83734160e+14 1.45525124e+14 2.52821485e+15\n", + " -2.06010048e+14 -6.43070889e+14 -1.03384140e+15 2.49063699e+15\n", + " 1.15410094e+15 1.50072478e+14 -8.51359301e+14 7.05696507e+13\n", + " 1.06096380e+15 -5.61703928e+15 -9.38588349e+14 -1.11822252e+15\n", + " 9.53740274e+14 3.34677776e+15 8.50034541e+14 -3.77666670e+13\n", + " -2.59919052e+14 -1.93308277e+15 4.39202994e+14 -8.59156326e+14\n", + " 1.92354284e+15 -8.98547348e+14 -2.33903927e+15 1.78572368e+15\n", + " 1.62652788e+15 1.18710318e+15 1.35551281e+15 1.31224208e+15\n", + " -1.95613488e+15 5.79748786e+14 -1.61368364e+15 9.16612308e+14\n", + " 7.75106737e+14 -2.51091065e+15 -3.52434207e+15 -1.65430494e+15\n", + " 1.12930018e+15 2.14427249e+15 -1.39470080e+15 -1.41632473e+15\n", + " -1.01612733e+15 -5.51323242e+14 8.07432685e+14 1.57945545e+14\n", + " 6.06238623e+14 1.10021731e+15 1.70700383e+15 -3.21714626e+15\n", + " -3.24550610e+15 -5.43663242e+14 -1.57916850e+14 -1.45207235e+15\n", + " 1.16362784e+15 1.94640617e+15 1.01711966e+15 1.30643484e+15\n", + " 7.35610243e+14 4.40984656e+15 -9.48732950e+14 -4.33912491e+14\n", + " 7.51498993e+14 8.99512342e+14 4.00751684e+13 3.47764348e+15\n", + " 1.76620695e+15 1.34492946e+15 -6.76471280e+14 -1.58470753e+15\n", + " 1.93282589e+15 -2.43909485e+14 -1.64360409e+14 -3.63825327e+14\n", + " 9.85848666e+14 -5.13641036e+14 1.19361728e+15 2.32556925e+14\n", + " 2.67777345e+15 -2.78306415e+11 -1.31976157e+15 -1.32296616e+14\n", + " 5.34870142e+13 -6.88420476e+14 2.63375705e+14 2.06229361e+15\n", + " -6.53057441e+14 -3.57764977e+14 2.45201672e+14 -4.27056127e+14\n", + " -9.47454521e+14 -7.06808634e+14 5.01280052e+14 -8.24066685e+14\n", + " -7.52915556e+14 8.30296440e+14 4.10940755e+14 -1.30973261e+15\n", + " 6.77880164e+14 5.39661361e+14 5.21519037e+14 2.62727830e+14\n", + " -1.65626107e+15 -1.25801812e+14 -1.59713747e+14 -4.49102434e+14\n", + " -8.81406337e+13 1.88600751e+15 -4.10778676e+13 -1.04852689e+15\n", + " 2.23334174e+14 1.05902216e+15 -3.95513637e+14 -8.08816943e+14\n", + " 2.63672014e+14 9.22942233e+14 8.46442224e+14 -1.53146432e+15\n", + " -1.44944854e+14]\n", + "Found 3765 total galaxies in catalog for cluster 16567\n", + "[-6.11875650e+14 -1.82453438e+15 -7.34214802e+14 ... -1.43990858e+14\n", + " 8.45657844e+13 -5.92919349e+14]\n", + "Found 2588 total galaxies in catalog for cluster 41321\n", + "[ 1.07302003e+15 9.63527021e+14 1.89720172e+15 ... -1.08809502e+14\n", + " -2.43459056e+14 5.00291826e+13]\n", + "Found 558 total galaxies in catalog for cluster 52141\n", + "[ 4.94817024e+14 2.21749393e+14 -5.64387637e+14 5.50945138e+14\n", + " 1.43851782e+13 4.58784295e+14 -2.81188864e+14 3.46070609e+14\n", + " -1.53633996e+15 -5.08553282e+14 -1.35686664e+15 -3.55836255e+14\n", + " 1.98595065e+15 2.56335547e+15 1.01272354e+14 5.94687840e+14\n", + " 3.08596351e+15 8.40223057e+15 -3.23050055e+15 5.06601601e+15\n", + " -1.73360137e+15 1.45737893e+15 7.30503979e+15 -1.61903695e+15\n", + " -3.93446730e+15 -3.95063257e+14 3.40830233e+14 -1.69818677e+15\n", + " -2.08555754e+15 7.51273641e+14 -1.97728472e+15 -2.71454416e+15\n", + " -4.39862286e+14 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-1.19751745e+15 2.85542765e+15\n", + " -9.28309702e+14 3.70127699e+15 5.54495208e+15 3.61511408e+15\n", + " 1.29718020e+15 -1.35612481e+15 1.31511045e+15 2.05715345e+15\n", + " -7.26971986e+14 -1.76835335e+15 -1.31671711e+14 1.41717015e+15\n", + " -2.87003156e+15 2.00175213e+14 -7.03176565e+14 -3.01699229e+15\n", + " 2.01363975e+14 1.75559431e+15 -1.73208323e+15 -3.46822403e+15\n", + " -2.72988410e+15 -7.78781193e+14 -3.33430808e+14 8.86996407e+14\n", + " 1.62382781e+15 1.31312604e+15 -1.50814834e+15 1.42092155e+15\n", + " 1.83088345e+15 -4.06183118e+15 -2.08720622e+15 1.65555813e+15\n", + " -3.45016005e+15 -9.58038618e+14 -1.96021822e+15 -8.46415563e+15\n", + " -5.74736408e+14 8.03098455e+15 1.09025034e+15 2.26226363e+15\n", + " 1.85054422e+14 1.16736985e+15 -1.35332854e+15 -2.38191751e+15\n", + " -5.43524476e+14 2.55045552e+13 -3.57650557e+14 3.08899799e+15\n", + " -3.22008188e+15 2.52848671e+15 5.81238604e+14 1.32886454e+15\n", + " 1.15213470e+15 -1.17818821e+15 2.07247137e+15 6.52205746e+14\n", + " -4.44572168e+14 -4.22084426e+14 -1.77785112e+14 7.02659705e+14\n", + " -1.49458067e+15 -3.80068231e+14 -1.44613146e+15 -5.26498591e+14\n", + " 1.14539346e+15 3.72334768e+14 1.36265120e+15 -3.07458199e+15\n", + " -2.37195511e+15 -6.31386978e+15 2.97474759e+15 3.38153786e+15\n", + " 1.78694887e+15 7.64703171e+15 -2.60893093e+15 6.05576894e+13\n", + " 5.37139984e+15 -1.16266429e+14 -2.31798682e+15 1.67962757e+15\n", + " -4.14450977e+14 -9.97389729e+14 -2.65495294e+15 3.71244924e+14\n", + " 3.37050046e+15 -1.31500500e+15 -1.06451639e+11 -3.58031624e+15\n", + " -5.50922977e+14 4.19722743e+15 1.49782191e+15 -7.07941920e+14\n", + " -8.31873025e+13 1.14540999e+15 -2.76687610e+15 -4.24358009e+15\n", + " 2.06960934e+15 2.23944371e+15 -3.92070731e+14 2.28374462e+15\n", + " 7.24700020e+14 1.49741509e+15 -1.61769816e+15 -1.40722862e+15\n", + " 9.18366364e+14 2.67073379e+15 -6.09417303e+14 -9.93467603e+14\n", + " -1.31423217e+15 1.53716396e+15 -1.73302537e+12 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1.07920282e+15 -5.46001038e+14 -1.80429988e+15\n", + " -8.59683826e+14 1.26469812e+15 8.01311659e+14 2.67484992e+15\n", + " -2.11528174e+14 -3.85769739e+13 2.33287088e+15 5.20691700e+14\n", + " 2.95835015e+14 -9.47763324e+14 -3.75384532e+14 9.83585718e+13\n", + " -2.81184163e+14 2.21399655e+14 -5.45341051e+14 2.46696667e+15\n", + " -2.16470160e+15 -1.62421902e+15 1.89250738e+15 9.31425274e+14\n", + " 7.44096880e+14 1.95797144e+15 -9.23604827e+14 9.95964289e+14\n", + " 7.81199366e+14 -8.11149060e+13 9.05473630e+14 3.99085851e+14\n", + " 3.51130544e+14 1.19555753e+15 2.23263802e+15 1.05287553e+15\n", + " 1.73072445e+15 2.35975892e+15 -6.12638792e+14 6.57408225e+14\n", + " -1.03059931e+15 -2.27909854e+14 5.58444665e+13 -1.36859374e+15\n", + " -9.56450917e+14 2.92620626e+15 -1.20086378e+15 -1.26292262e+14\n", + " -2.24414083e+15 -7.08363581e+14 -2.11285779e+15 1.22828080e+15\n", + " -1.62736495e+13 -8.67623151e+14 2.86867457e+15 9.23366290e+14\n", + " -1.01011563e+15 -1.31449586e+15 4.77070661e+14 8.58815815e+14\n", + " 2.30948415e+14 -1.50159916e+15 3.60601741e+14 -1.22248210e+15\n", + " 1.42977921e+15 -3.27350980e+14 -1.24259399e+15 6.00558823e+14\n", + " 1.07114772e+15 7.00623278e+14 -1.98834910e+15 -2.94834725e+15\n", + " 1.90848706e+15 7.32710501e+14 -1.26875632e+15 -4.09351560e+14\n", + " 7.66019386e+14 -6.52007032e+13 1.78628741e+14 -1.17893292e+15\n", + " -1.72251843e+15 1.52333381e+14 -3.05824924e+14 9.02111251e+14\n", + " -2.23266011e+15 9.17357030e+14 -8.71886059e+14 -8.92248993e+14\n", + " -4.20514849e+14 -3.79646598e+14 -1.52275817e+15 1.30081164e+15\n", + " -5.15251605e+13 1.40455248e+15 1.13272484e+14 1.16064636e+15\n", + " -1.78353330e+15 -2.27560330e+15 1.35226946e+14 -1.42865946e+15\n", + " 1.16570339e+15 2.09744276e+15 -5.43986591e+14 -1.25412038e+13\n", + " -2.45133592e+15 -1.18677052e+14 -8.97541834e+13 2.99107935e+15\n", + " -3.72871184e+15 2.81197844e+14 7.46433015e+14 2.49497437e+15\n", + " -3.92516119e+14 1.27182759e+15 -1.18223514e+15 -1.82557014e+15\n", + " -2.65060021e+14 1.21188080e+15 2.40902340e+15 1.03024346e+15\n", + " 1.09467831e+15 2.24064476e+15 8.67705656e+14 1.60424948e+12\n", + " -4.69284121e+13 8.70542551e+14 -1.21855307e+15 -7.59478451e+13\n", + " 9.89478009e+14 -2.47175941e+15 -2.87153678e+15 7.14927347e+14\n", + " 3.42019591e+13 -3.92954136e+14 9.76154349e+14 1.67194885e+15\n", + " 1.24347141e+15 1.81583389e+15 1.32611464e+14 4.13697792e+14\n", + " 2.11159986e+15 8.34206904e+14 -9.93529660e+14 -7.67236704e+14\n", + " 2.91825775e+15 4.38170043e+14 -1.78519315e+14 -1.13758727e+14\n", + " 8.18178298e+14 -4.02029904e+14 1.20203032e+13 -6.91076158e+14\n", + " 1.63044640e+14 -2.01764131e+14 -7.69845236e+14 -1.13219840e+15\n", + " -6.71251150e+15 -5.75074308e+14 -4.86481055e+13 1.28433634e+15\n", + " -5.07990987e+14 -1.06701434e+15 5.12893751e+14 -5.57591586e+14\n", + " 4.10658528e+14 1.12357949e+15 5.55483044e+14 2.16317451e+14\n", + " -1.69602827e+14 6.30051125e+14 -1.11489193e+15 -6.87774310e+14\n", + " -1.45357344e+15 -7.32013545e+14 3.67603888e+13 5.08678684e+14\n", + " 4.76026215e+14 1.22918208e+15 -9.10510522e+13 -1.56539325e+14\n", + " 1.31550465e+15 1.00255099e+15 5.33713859e+14 -8.16858365e+14\n", + " 4.54536309e+13 1.38208091e+14]\n", + "Found 2760 total galaxies in catalog for cluster 52451\n", + "[ 2.45128276e+14 2.00120927e+15 -4.41800020e+14 ... -4.67031181e+14\n", + " -9.71372487e+13 2.83629274e+14]\n", + "Found 1560 total galaxies in catalog for cluster 51057\n", + "[-3.86458630e+15 -7.62503584e+14 -7.26616929e+14 ... 3.63125652e+14\n", + " 4.84944480e+14 9.00204181e+14]\n", + "Found 2515 total galaxies in catalog for cluster 14210\n", + "[ 1.07282677e+15 1.36081640e+15 7.89133688e+14 ... -5.08209881e+14\n", + " -4.53824030e+14 -5.73258115e+14]\n", + "Found 2800 total galaxies in catalog for cluster 33410\n", + "[ 1.34620362e+15 1.41804474e+15 2.22767332e+15 ... -7.63726236e+14\n", + " -2.74473231e+14 -8.40412813e+14]\n", + "Found 3542 total galaxies in catalog for cluster 78132\n", + "[ 3.26582435e+14 4.97642363e+15 5.65817042e+14 ... 1.58793556e+14\n", + " -6.28049053e+14 -5.78799102e+14]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "cluster_z and type 0.49929956 \n", + "cluster_z and type 0.64601874 \n", + "cluster_z and type 0.6410095 \n", + "cluster_z and type 0.6587467 \n", + "cluster_z and type 0.8156214 \n", + "cluster_z and type 0.6254669 \n", + "cluster_z and type 0.8727886 \n", + "cluster_z and type 0.5422798 \n", + "cluster_z and type 0.77666825 \n", + "cluster_z and type 0.33334264 \n", + "cluster_z and type 0.72671944 \n", + "cluster_z and type 0.46572214 \n", + "cluster_z and type 1.035111 \n", + "cluster_z and type 0.9868597 \n", + "cluster_z and type 0.48154548 \n", + "cluster_z and type 0.34901306 \n", + "cluster_z and type 0.660803 \n", + "cluster_z and type 0.5489526 \n", + "cluster_z and type 0.5732822 \n", + "cluster_z and type 0.48545152 \n", + "cluster_z and type 0.48073718 \n", + "cluster_z and type 0.5205169 \n", + "cluster_z and type 0.45513922 \n", + "cluster_z and type 0.37233016 \n", + "cluster_z and type 0.72563916 \n", + "cluster_z and type 0.25462273 \n", + "cluster_z and type 0.549555 \n", + "cluster_z and type 0.71684 \n", + "cluster_z and type 0.56993246 \n", + "cluster_z and type 0.6154449 \n", + "cluster_z and type 1.0356219 \n", + "cluster_z and type 1.0020661 \n", + "cluster_z and type 0.23431362 \n", + "cluster_z and type 0.5927657 \n", + "cluster_z and type 0.6087652 \n", + "cluster_z and type 0.6046681 \n", + "cluster_z and type 0.50011617 \n", + "cluster_z and type 0.593976 \n", + "cluster_z and type 0.8731144 \n", + "cluster_z and type 0.592247 \n", + "cluster_z and type 0.43162814 \n", + "cluster_z and type 0.51871866 \n", + "cluster_z and type 0.34493634 \n", + "cluster_z and type 0.43753046 \n", + "cluster_z and type 0.6061629 \n", + "cluster_z and type 0.71660864 \n", + "cluster_z and type 0.8984475 \n", + "cluster_z and type 0.86106193 \n", + "cluster_z and type 0.57198143 \n", + "cluster_z and type 0.48342547 \n", + "cluster_z and type 0.24044088 \n", + "cluster_z and type 0.6384199 \n", + "cluster_z and type 0.45206454 \n", + "cluster_z and type 0.7653682 \n", + "cluster_z and type 0.4100084 \n", + "cluster_z and type 0.9812018 \n", + "cluster_z and type 0.99775815 \n", + "cluster_z and type 0.8671669 \n", + "cluster_z and type 1.0477397 \n", + "cluster_z and type 0.49412334 \n", + "cluster_z and type 0.596166 \n", + "cluster_z and type 0.9101417 \n", + "cluster_z and type 0.5932099 \n", + "cluster_z and type 0.7193937 \n", + "cluster_z and type 0.653051 \n", + "cluster_z and type 0.53016365 \n", + "cluster_z and type 0.46268275 \n", + "cluster_z and type 0.84439105 \n", + "cluster_z and type 1.1292421 \n", + "cluster_z and type 0.28674597 \n", + "cluster_z and type 0.7892001 \n", + "cluster_z and type 0.5305519 \n", + "cluster_z and type 0.62169576 \n", + "cluster_z and type 0.61630654 \n", + "cluster_z and type 1.0183831 \n", + "Process 0 done reading\n", + "Overall pair count = 168710\n", + "Collecting data for cluster 0\n", + "Found 2416 total galaxies in catalog for cluster 11\n", + "[-7.84078591e+13 -1.00634301e+14 -3.19048159e+15 ... 7.20812384e+14\n", + " -4.77552103e+14 -4.47345378e+12]\n", + "Found 1982 total galaxies in catalog for cluster 827\n", + "[-8.46831090e+14 5.15085280e+14 -1.85691178e+15 ... -8.03486220e+14\n", + " -8.42444951e+14 -4.19608013e+14]\n", + "Found 1929 total galaxies in catalog for cluster 1985\n", + "[ 4.00798096e+14 -1.82269476e+15 9.61865720e+14 ... -7.99938076e+14\n", + " -1.07058421e+15 -2.95530953e+14]\n", + "Found 1887 total galaxies in catalog for cluster 1632\n", + "[-8.94770475e+14 4.96600824e+14 -1.86244835e+15 ... -3.54982182e+14\n", + " -2.30181381e+14 -4.35457154e+14]\n", + "Found 639 total galaxies in catalog for cluster 2453\n", + "[ 3.17901539e+14 -1.20173834e+15 1.96521915e+15 -7.65320022e+14\n", + " 2.15408572e+15 -6.83488687e+14 -1.66360820e+15 -1.38111094e+14\n", + " 6.09073706e+14 6.55727956e+14 1.50203827e+15 4.23140019e+15\n", + " -5.48812825e+15 -1.41933357e+15 2.65259082e+15 -1.36075730e+15\n", + " 2.51354537e+15 -5.91932694e+15 -3.62016948e+14 -8.16175853e+15\n", + " 1.22788868e+15 1.60257479e+15 1.08473754e+15 1.23446796e+14\n", + " -3.76759600e+15 1.34063631e+14 -3.05603404e+15 -2.83929091e+15\n", + " 8.06540128e+14 1.65371572e+14 2.11301947e+15 -1.50320952e+15\n", + " -1.76033451e+15 -3.70423259e+15 -5.06373053e+15 -1.53819805e+15\n", + " 7.37449815e+15 -2.89862043e+15 5.94223200e+15 2.25060088e+13\n", + " -3.32195612e+14 5.77637401e+15 -6.26074231e+15 -1.16156410e+15\n", + " 4.06447428e+15 4.44855940e+14 2.83914646e+14 8.51787090e+14\n", + " 1.21466035e+15 4.49690122e+14 -2.68145478e+15 -2.21506749e+15\n", + " 4.51329810e+14 1.14068697e+15 -1.94813624e+15 -1.09527766e+15\n", + " -4.53310308e+14 -1.16718374e+15 1.50873649e+15 -3.35997006e+15\n", + " -2.94346967e+15 6.94644019e+14 1.74857083e+15 2.71994900e+15\n", + " -1.76904857e+15 -3.56103624e+14 -3.59296928e+15 -4.08083870e+14\n", + " -3.21530685e+15 -5.57444454e+15 -7.19877849e+14 1.03309420e+13\n", + " 2.89153414e+15 -9.60957431e+14 -3.44345143e+15 -1.69587965e+15\n", + " -3.18230545e+15 -2.11982864e+14 1.64596726e+15 -1.99841567e+15\n", + " -2.05610536e+15 2.16831686e+15 -1.14003166e+15 1.56920741e+15\n", + " 2.30552185e+15 9.83585081e+13 1.12396846e+15 1.29592296e+15\n", + " 1.51524584e+15 3.30626740e+14 -1.05094797e+14 -1.71804680e+15\n", + " 1.09111833e+14 -1.97289682e+15 -1.34911972e+15 -2.71216543e+15\n", + " -3.29391976e+15 -6.28314706e+14 9.42407938e+14 -1.35834594e+15\n", + " 5.80514552e+14 2.59735166e+15 1.23947238e+15 1.77355355e+15\n", + " 7.29983171e+14 -5.00624799e+14 -9.02730373e+14 7.63249970e+14\n", + " -2.56076590e+14 -3.35993119e+14 -3.16141345e+15 2.46189192e+15\n", + " -4.02419287e+15 -8.89363815e+14 -7.05752539e+14 6.59502403e+13\n", + " -1.67366257e+15 -2.16298170e+15 -3.42405617e+15 8.35578347e+14\n", + " -5.96303311e+13 -1.59689110e+14 -1.35082449e+15 -3.87497362e+14\n", + " 5.50280707e+14 1.85121736e+15 4.67120886e+14 1.35374176e+15\n", + " -1.26081605e+15 -3.85066534e+15 -4.21222994e+14 4.60391053e+13\n", + " 1.89467221e+15 8.67177129e+14 -1.91674534e+14 5.09806188e+15\n", + " 1.61333721e+15 -5.79645383e+14 6.60516740e+14 1.10927757e+14\n", + " -2.38653505e+14 -4.92644451e+14 4.45286382e+15 5.71960863e+14\n", + " -2.63779287e+15 3.30507492e+14 8.78262269e+14 -1.65849555e+15\n", + " -7.37026761e+14 -6.29092214e+14 -3.11201838e+14 -9.81315916e+14\n", + " 3.32410833e+15 -1.79930247e+13 1.14407770e+15 -1.88759613e+15\n", + " -4.08723033e+14 -2.03281387e+15 -1.90174364e+15 1.01606769e+15\n", + " 4.57213571e+15 -2.65686708e+15 1.36298087e+15 8.68339402e+13\n", + " -4.60943633e+15 1.81132810e+15 -4.56649642e+14 1.71075540e+15\n", + " -1.28405594e+15 -9.62428151e+14 -1.41755799e+15 9.02281896e+14\n", + " 4.56743566e+14 3.41017502e+15 -3.86419442e+14 1.46078389e+15\n", + " -1.40713306e+15 2.18044487e+15 -9.12795621e+14 1.01553405e+15\n", + " -1.03536770e+15 2.63984577e+15 6.33249633e+14 -1.96702180e+15\n", + " -6.87113687e+14 2.49930036e+15 2.17765001e+15 -6.33195295e+14\n", + " -1.40489587e+15 1.93602775e+15 8.17263355e+14 3.49042718e+13\n", + " 2.79030537e+15 -1.82997685e+14 -3.26489921e+14 -8.28150969e+13\n", + " -1.11757535e+15 -8.79819999e+14 1.13948017e+14 -1.79165795e+15\n", + " 3.36076905e+12 2.20260733e+13 -1.84266162e+15 -2.07262153e+15\n", + " -7.37642481e+14 -1.06571681e+15 -3.00187944e+15 1.03982045e+14\n", + " -1.36346297e+15 -1.38197027e+15 -1.21625909e+15 5.29766268e+14\n", + " -1.65365613e+15 2.08930634e+13 -1.18651860e+15 -7.94514531e+13\n", + " 9.49320728e+14 -4.94329971e+14 2.58309699e+14 4.58150328e+14\n", + " -3.10536721e+14 4.74319720e+14 -1.54883538e+15 2.54635494e+15\n", + " 2.15953113e+15 2.38621086e+15 2.10617078e+13 2.05174258e+15\n", + " 4.53480123e+14 -2.02138343e+15 -1.23301246e+15 4.54723966e+14\n", + " -4.80958006e+14 1.40822052e+15 5.10546470e+14 1.30598866e+15\n", + " 2.36197537e+15 -1.92914820e+15 -1.60485731e+15 2.92246258e+15\n", + " -1.40487226e+15 -3.48068166e+14 1.94948340e+14 1.14923866e+15\n", + " 1.10098925e+15 1.42969683e+14 -1.44051918e+15 -9.62204424e+14\n", + " 9.81542242e+14 1.17378936e+15 1.32032863e+15 9.81885769e+14\n", + " 6.57858627e+14 -2.28605690e+15 -3.55167889e+14 1.17248971e+15\n", + " 8.11217925e+14 -2.28251269e+15 1.44264651e+14 5.42073330e+14\n", + " -2.87516135e+14 -2.18638038e+14 3.51969297e+14 4.23690110e+14\n", + " 1.82139997e+15 1.49341608e+15 -8.73027336e+14 8.44449204e+14\n", + " -4.43634265e+14 -6.49633848e+14 -4.72082058e+14 -4.36307345e+14\n", + " -7.39596100e+14 -1.99532934e+15 8.61670109e+14 -1.44966116e+15\n", + " -2.27667065e+15 2.42734140e+14 -1.12296065e+15 1.78950596e+15\n", + " -4.58266804e+14 9.34550075e+14 -1.19039198e+13 -9.71408451e+14\n", + " 1.13377602e+15 9.76683316e+14 1.47579514e+15 1.31055898e+15\n", + " 1.03599217e+15 1.03278429e+15 1.68868116e+15 1.15162694e+15\n", + " 2.18727096e+15 1.27019642e+15 2.76455879e+14 -1.71263771e+15\n", + " -1.60943475e+15 1.88834956e+15 -2.98389921e+14 -4.68090438e+14\n", + " 5.44568085e+14 6.89213988e+13 1.19688930e+15 -8.41089453e+14\n", + " -6.69864475e+14 -1.84403336e+14 9.04632311e+14 -3.99702513e+14\n", + " 9.82490585e+14 -3.82881759e+14 -6.61603299e+14 9.59592161e+14\n", + " 2.46458091e+14 -1.55033450e+15 3.35024475e+14 8.33522802e+14\n", + " 3.03599381e+13 -4.75820953e+14 -1.70970343e+15 -4.05721294e+14\n", + " -9.44792866e+13 3.30889184e+15 7.30861193e+14 -1.71951963e+15\n", + " -6.00140014e+14 -1.08944730e+15 -4.32754270e+14 -2.94193905e+15\n", + " 9.28343207e+14 -1.98901719e+15 -6.95849482e+14 -4.50983140e+14\n", + " 5.50370422e+14 1.50952648e+15 3.16201945e+15 -8.57304737e+14\n", + " 1.44509419e+15 1.57581047e+15 -2.11311205e+15 -7.08982762e+14\n", + " -1.36717262e+15 1.33265145e+15 1.59210551e+15 1.57195031e+15\n", + " 9.26595564e+14 8.62271983e+13 1.84046703e+15 -2.45686580e+14\n", + " 7.57490925e+14 -1.72289997e+15 2.03289221e+15 1.26104006e+15\n", + " 4.35246408e+14 2.17447330e+15 2.03664175e+14 -1.78811620e+14\n", + " -5.72884569e+14 -1.05692048e+14 -6.88761063e+14 1.62409826e+15\n", + " 3.76614423e+14 1.09046348e+15 -1.67783438e+14 -1.37224173e+15\n", + " -8.30372881e+13 1.11725024e+15 -7.54221482e+14 -2.36951309e+15\n", + " -1.20614090e+15 -6.44226310e+14 2.09273455e+14 -7.02744206e+14\n", + " -5.41392168e+14 3.92339653e+15 6.53481727e+14 -4.58804115e+14\n", + " 1.64998551e+15 -4.41414866e+14 -2.55415219e+14 -1.25722703e+15\n", + " 1.41706853e+14 1.34657520e+15 2.78118572e+14 1.10129971e+15\n", + " 1.27606414e+15 -3.86279380e+14 2.32801423e+15 1.14420332e+15\n", + " -1.12650816e+15 5.39549464e+14 5.27734351e+14 -1.76664377e+15\n", + " 1.29430727e+15 2.89985455e+14 2.39379810e+15 2.43301966e+14\n", + " 2.45970092e+15 1.63084861e+14 2.51439141e+14 -1.12189316e+14\n", + " -1.55112280e+15 -1.79386074e+15 3.03017002e+14 1.96171667e+15\n", + " 8.69354571e+14 1.22259831e+14 -1.66942716e+14 7.41026746e+14\n", + " 3.50317717e+15 6.14497906e+14 -5.88305747e+14 -4.27336291e+14\n", + " -2.27051324e+15 2.00377415e+15 -1.60505553e+15 2.36651626e+14\n", + " 4.26135654e+14 -1.67028361e+14 9.30556581e+14 2.60111221e+14\n", + " -1.47223732e+14 5.84663523e+14 -1.53702328e+15 6.63610826e+14\n", + " 1.00045288e+15 6.68046977e+14 1.38462293e+14 -1.28879078e+14\n", + " -6.84225624e+14 -1.11967933e+14 -7.88279089e+14 6.31104124e+14\n", + " 3.17021497e+15 4.86026129e+14 9.28988570e+14 2.73849089e+14\n", + " 2.50180090e+14 -8.85974548e+14 -2.08576403e+15 7.08567387e+13\n", + " -1.22932812e+15 3.98435552e+14 5.47090106e+15 -1.89622308e+15\n", + " 7.34317002e+14 -8.91693210e+14 1.22787472e+15 -4.55544577e+14\n", + " -1.30215313e+14 4.74352311e+14 1.40814279e+14 6.42429277e+14\n", + " -5.31846100e+14 8.16767707e+14 2.30602500e+15 1.07043385e+15\n", + " -1.87081473e+14 7.91942305e+14 1.29630758e+15 -2.64228469e+14\n", + " -6.99536678e+14 -3.31283322e+14 -4.03972321e+15 2.26353796e+14\n", + " -2.38836304e+14 1.31547830e+15 5.37671217e+14 -1.38118905e+15\n", + " -1.65260350e+15 2.17497562e+14 -1.87679638e+14 -2.74295065e+14\n", + " 1.46249084e+15 1.31420385e+14 1.57365826e+15 -8.21463698e+14\n", + " 5.39205401e+14 8.27528329e+13 1.37654260e+15 -1.47843783e+15\n", + " 2.89295196e+13 9.62796078e+14 2.57329998e+15 6.82260944e+14\n", + " -7.60769086e+14 1.40476887e+15 1.14093203e+15 1.85964728e+15\n", + " -6.70013767e+14 -5.23207485e+14 -3.76569373e+13 4.25998535e+13\n", + " -9.34815926e+14 -1.50673269e+14 2.31212558e+15 -6.49583083e+14\n", + " 2.22253001e+15 8.78288859e+14 1.81076917e+15 3.79056268e+14\n", + " -1.23340360e+15 -7.62565244e+14 1.18313002e+15 5.05693592e+14\n", + " -1.01760072e+14 1.23468256e+15 1.30220671e+15 -2.94620567e+14\n", + " 1.15416770e+15 -8.35207373e+14 -8.71891115e+14 -9.12556412e+14\n", + " 6.69788826e+13 1.92822832e+15 -1.94321995e+15 3.89301920e+14\n", + " 2.27497581e+15 -6.79603187e+14 3.60929369e+14 9.38393551e+14\n", + " -1.95890905e+15 1.71727120e+15 -6.57467277e+14 5.41077175e+14\n", + " 6.34385933e+14 -3.36460861e+15 -2.25600400e+14 -1.01726521e+15\n", + " 4.94108517e+13 -1.89436267e+14 5.10039592e+14 2.10030902e+14\n", + " 1.66102020e+15 -6.72974464e+14 -2.07785601e+14 9.39568817e+14\n", + " 5.04948403e+14 1.90947893e+15 8.49930318e+14 -7.98066615e+13\n", + " 4.96423129e+14 1.04497661e+15 -6.84682004e+14 -1.72394986e+14\n", + " 1.88508675e+15 5.21609702e+14 1.15892448e+15 -1.55968053e+15\n", + " 1.48685914e+15 -1.11923016e+15 -1.56648493e+15 7.07432260e+14\n", + " 7.64340128e+14 6.97831894e+14 -1.98922771e+15 8.71545649e+14\n", + " 2.11845561e+15 1.54964365e+15 -1.27938452e+15 -6.07543926e+14\n", + " 2.30350720e+13 -1.47199996e+15 -8.42501281e+14 -2.24123896e+15\n", + " 1.14374472e+15 5.51674780e+14 1.62689147e+15 -1.58582331e+15\n", + " 5.97023010e+15 -2.05880191e+15 -7.67832354e+14 3.19590359e+14\n", + " -2.09085350e+14 1.35105747e+15 1.23162513e+14 4.91217882e+14\n", + " 6.50929742e+14 1.42705206e+15 -2.52809008e+14 -1.48196424e+15\n", + " 9.94581272e+13 1.18841728e+15 1.74721806e+15 6.36321918e+14\n", + " 1.61968443e+13 -8.80048703e+14 1.71384917e+14 -1.33669647e+14\n", + " -1.03218369e+15 -7.64195644e+14 9.73266696e+14 -2.13680406e+14\n", + " -1.81436486e+15 -1.53566688e+15 -8.26534543e+13 1.14758055e+15\n", + " -5.33214995e+14 1.96703311e+15 1.15572648e+15 1.04728711e+14\n", + " -9.69652004e+14 3.03590649e+14 -1.27206660e+14 -6.47700645e+14\n", + " -2.57283683e+15 6.74687622e+14 -2.11664923e+14 3.80625611e+15\n", + " -2.13390734e+14 1.27075750e+15 1.38327904e+15 4.25220492e+13\n", + " -2.19473690e+13 -8.78522344e+14 -6.72903341e+14 -1.45062657e+14\n", + " 7.13939778e+14 -7.21557115e+14 8.23849186e+14 9.25285927e+14\n", + " -1.59616819e+14 5.13961107e+14 -8.43742776e+13 -2.85905432e+14\n", + " -1.35925750e+15 4.40641253e+14 -1.22775857e+15 1.08794357e+14\n", + " 1.30499440e+14 -7.42688889e+14 -1.05241816e+15 2.55494869e+14\n", + " -9.85172249e+14 -3.68551689e+13 -9.44230082e+13 1.56873065e+15\n", + " -3.24017305e+14 1.69380869e+14 3.78109943e+14]\n", + "Found 3068 total galaxies in catalog for cluster 2678\n", + "[-2.48291919e+15 3.58325592e+15 1.98706130e+14 ... 4.70434671e+14\n", + " 9.61785497e+13 3.42119433e+14]\n", + "Found 722 total galaxies in catalog for cluster 4643\n", + "[-6.10171816e+14 -1.08471463e+15 -2.21196630e+15 2.00353886e+15\n", + " -6.10463193e+15 8.96564122e+14 8.82717452e+14 -4.00409096e+14\n", + " -4.54966709e+15 6.87843518e+14 -3.88795067e+15 -1.92027011e+15\n", + " 1.49151429e+15 4.40400089e+15 2.41060522e+13 3.52704706e+15\n", + " -7.23279933e+14 -2.26818932e+15 1.82940062e+14 2.88046176e+15\n", + " 1.79265489e+15 -1.99801446e+15 -5.35236018e+14 -4.82349822e+15\n", + " -1.19599143e+15 -1.33250602e+15 -3.25056303e+15 3.07437935e+15\n", + " -1.81715063e+15 4.68151992e+15 -1.33677818e+15 -1.25807045e+15\n", + " -1.23057604e+15 5.58586572e+15 -1.43414895e+15 3.16999863e+15\n", + " -2.12840059e+14 -7.89501606e+14 -1.65979310e+15 -5.30716123e+14\n", + " 7.92322156e+14 -9.62513250e+14 1.51281106e+15 9.36904275e+14\n", + " -4.49879190e+15 3.41453603e+14 1.51880042e+15 1.67663310e+15\n", + " 2.57652204e+15 -2.92769625e+15 1.79833944e+15 -1.73138475e+15\n", + " 3.43100651e+14 1.52361154e+15 -1.92158566e+15 8.29461390e+14\n", + " -1.57158307e+15 -2.68199833e+15 -1.14063062e+13 2.82190151e+15\n", + " -3.75295604e+15 1.35087680e+15 6.70298466e+14 1.83640603e+15\n", + " 5.34641976e+14 -1.65946638e+15 1.74073099e+15 8.36185756e+14\n", + " -4.94088507e+14 -2.33821985e+13 -2.57056140e+15 6.02531444e+14\n", + " 5.25729104e+15 7.77598973e+14 -1.80934426e+15 -2.55683802e+15\n", + " -9.60039994e+14 -8.50041618e+14 9.43869425e+13 3.03281283e+15\n", + " 3.66218118e+15 -4.22080188e+15 -2.72988538e+14 1.53257881e+12\n", + " -6.09067213e+14 -3.19336741e+15 -2.41396150e+15 4.68515442e+14\n", + " 1.38067990e+15 -4.87259767e+15 -1.38243616e+15 -6.29314397e+14\n", + " 1.01082350e+15 1.25548263e+15 -2.42722638e+15 5.96116228e+14\n", + " -2.78051975e+15 4.51725483e+15 7.81208004e+14 -3.19516206e+14\n", + " -1.22785733e+15 2.40122914e+15 1.13536927e+15 -2.18815096e+15\n", + " -4.88382310e+14 -7.58336683e+13 -2.32149521e+15 8.90218899e+14\n", + " -6.06503664e+14 -5.15922356e+14 1.43274187e+15 1.15170039e+15\n", + " -1.51447401e+15 -1.93626571e+15 4.84160665e+14 2.62131970e+14\n", + " -1.86907316e+15 -5.99413809e+15 1.05448405e+15 1.72864933e+15\n", + " 2.53896533e+15 1.45773802e+14 -1.59281153e+13 -1.17244931e+15\n", + " 1.20455185e+15 9.33679093e+14 1.29939541e+15 -5.05628958e+15\n", + " -1.33978575e+15 -3.51518404e+15 2.21778160e+15 -3.28125404e+15\n", + " -1.53317872e+15 -2.32414920e+15 -3.17075771e+14 -1.95033025e+15\n", + " 1.04259446e+15 1.99467725e+15 2.67727940e+15 -6.23329482e+14\n", + " -2.13960360e+15 -8.07775344e+14 1.93542365e+15 -2.23948222e+15\n", + " -3.24970406e+15 -2.51974828e+15 -4.67961265e+15 -1.30306755e+15\n", + " 4.49609527e+15 -1.11607106e+15 1.66287996e+15 2.15205271e+15\n", + " 2.73521965e+15 2.06628703e+15 -1.91329093e+14 6.40587205e+14\n", + " -2.57213384e+15 -6.21462534e+14 -1.25480711e+15 -2.95696102e+15\n", + " 1.11513858e+15 -7.42542724e+14 1.16756191e+15 1.44080276e+15\n", + " 4.03308486e+14 9.24311691e+14 -3.68271973e+14 4.18441316e+14\n", + " 1.64394850e+14 1.24963154e+15 -1.24272243e+15 -5.01353757e+14\n", + " 1.63303245e+15 9.38378378e+14 -3.32025389e+14 -3.43720115e+14\n", + " -9.89568860e+13 3.47360087e+15 1.07009748e+15 2.20958447e+15\n", + " 2.04962531e+15 -8.29401494e+13 -1.95689454e+15 1.37007611e+14\n", + " 7.39601755e+14 2.33228742e+15 -4.04714408e+15 2.16882754e+14\n", + " 4.29963517e+15 1.42877282e+15 1.96737949e+14 6.06840901e+15\n", + " 3.05204733e+15 5.12059162e+15 2.39372070e+15 2.30033424e+15\n", + " -4.81098150e+15 -1.27724947e+15 1.36042088e+15 1.52593534e+15\n", + " -1.27256812e+15 1.75087816e+15 1.44697377e+15 -9.30403791e+14\n", + " 2.23843598e+15 2.40996670e+15 1.62968569e+15 3.66491617e+15\n", + " 2.13750801e+14 -5.59995149e+14 -1.91049114e+15 1.44818352e+15\n", + " 8.40498635e+14 -1.63104880e+15 -1.09714638e+15 -9.38301616e+14\n", + " -1.10475765e+15 -7.10873370e+14 4.97310150e+14 -8.01792175e+14\n", + " -5.40529512e+15 8.55805227e+14 -8.55092597e+14 -1.82298607e+14\n", + " 1.28935640e+15 4.35216561e+14 1.70917530e+15 -1.22232233e+15\n", + " 3.39615621e+14 -9.96514136e+13 4.35742564e+13 -1.04156211e+15\n", + " 1.71571219e+15 7.43916595e+14 1.28803122e+15 -7.26037886e+14\n", + " 2.20804984e+15 -1.26523899e+15 1.06156916e+15 -1.23419199e+15\n", + " 8.83043245e+14 -9.81001288e+13 -2.39662121e+15 -1.37623535e+15\n", + " -2.67959935e+15 -1.98440974e+15 2.66850971e+14 -9.14946745e+14\n", + " -5.44104189e+14 -1.64151264e+15 -4.22614466e+15 1.27533431e+15\n", + " -1.26058291e+15 3.33460115e+15 -9.70999654e+14 1.01683379e+14\n", + " 4.38238760e+13 -3.19361020e+14 -9.05996476e+14 1.17808428e+15\n", + " -1.20452004e+15 -3.99329972e+14 1.61246119e+15 -1.63867372e+15\n", + " -5.72979319e+14 9.29042916e+14 1.71775006e+15 1.42408706e+15\n", + " -1.61103081e+15 2.18380727e+15 -1.03396192e+15 -2.62572208e+14\n", + " 9.85110838e+13 -3.86564704e+14 -1.31252518e+15 -7.62247230e+14\n", + " -2.45289604e+14 2.92885156e+13 2.78115558e+15 3.33863921e+15\n", + " -9.74223702e+14 1.02680972e+15 1.66286797e+14 -7.29148393e+13\n", + " -1.32211223e+15 3.51581177e+13 -4.97696372e+14 -6.99808117e+13\n", + " 6.62980927e+14 5.15869878e+14 -4.14868108e+14 -3.15953671e+13\n", + " -1.80669927e+15 9.97804087e+14 -1.50838623e+15 5.21316603e+13\n", + " -4.81142648e+14 8.94411617e+14 5.44014511e+13 1.72674302e+15\n", + " -6.95474256e+14 1.94680585e+15 -2.19005490e+15 2.14581732e+15\n", + " -3.16503548e+14 -2.20650315e+15 3.82262167e+14 -2.40358316e+14\n", + " -2.73591565e+14 -1.24637362e+15 -4.80994330e+15 -1.81874876e+15\n", + " 1.92003407e+15 -6.94007235e+14 6.19330555e+14 -1.74450350e+15\n", + " 2.56667559e+15 1.76225977e+15 7.38915917e+14 6.76417450e+15\n", + " -7.61654987e+13 5.68552820e+13 -1.05232801e+15 1.24570219e+15\n", + " -4.19403190e+14 -1.50965974e+15 8.25224393e+14 1.71066577e+15\n", + " 1.07911116e+15 -1.98158738e+15 -3.15614705e+14 -1.32649305e+15\n", + " -1.47868117e+15 6.69050843e+14 -1.09919004e+15 1.36832990e+15\n", + " -1.68168194e+15 -1.97764306e+15 2.30544065e+15 1.28035487e+15\n", + " -5.58106683e+14 5.05489210e+14 1.25118535e+15 -2.70144452e+15\n", + " -2.16699956e+15 1.07240469e+15 -8.77768710e+13 7.97135571e+14\n", + " -2.17435260e+15 -6.82175495e+13 2.19171768e+14 -1.73075008e+15\n", + " 6.17899860e+14 1.16398056e+15 3.13033384e+14 7.27978292e+14\n", + " -8.00887204e+14 -2.58576606e+14 -2.48990328e+14 -9.16175722e+14\n", + " -1.41391028e+14 -1.85863783e+15 -1.37234943e+15 1.95971283e+15\n", + " -3.12918133e+14 -2.69082318e+15 1.37917374e+15 -1.72231923e+14\n", + " 5.03265979e+15 6.12902791e+14 -8.11879206e+14 1.94063319e+15\n", + " 1.72005676e+15 6.14154190e+14 -2.49839439e+15 -1.05544535e+15\n", + " -9.42714566e+14 5.57231070e+14 2.26330608e+15 -7.72836473e+14\n", + " 1.51545354e+15 2.96387376e+15 -3.89184182e+14 -1.31708035e+15\n", + " 1.46746251e+14 -1.37742216e+15 -4.26953222e+14 -6.39999851e+14\n", + " 9.05467547e+14 -2.58968225e+14 3.87870517e+15 1.85809886e+15\n", + " 1.37958297e+15 2.84994382e+15 1.03458317e+14 7.45855080e+14\n", + " 1.04967819e+15 2.91838682e+14 -6.93211021e+14 -8.90319069e+14\n", + " 1.27625908e+15 1.33045159e+15 8.65209142e+14 3.61102363e+15\n", + " 1.54096472e+15 1.18819904e+15 5.00619568e+14 1.60933437e+15\n", + " -2.08563616e+15 1.66438454e+15 2.62860289e+15 -5.72268379e+14\n", + " -2.72770010e+14 -3.94916758e+14 -4.03196525e+14 2.49167076e+15\n", + " 1.65909275e+15 -1.17520805e+15 -3.99671775e+14 -2.09825461e+14\n", + " -9.28415852e+14 3.12163119e+14 4.25002558e+14 7.04000768e+14\n", + " -3.47936590e+14 -9.38290548e+14 -2.01453703e+14 3.59214184e+14\n", + " -8.22556654e+14 5.59928017e+14 2.10286462e+15 9.09638837e+13\n", + " -7.76107214e+14 -3.72005817e+13 -1.33992815e+15 1.21063419e+15\n", + " 1.90943916e+15 2.52443434e+15 -1.19303154e+14 -7.50433235e+14\n", + " -7.69984586e+14 1.72814764e+15 -1.67281009e+15 1.21396812e+15\n", + " 2.82238578e+15 1.34450944e+15 4.87818602e+14 -4.00007377e+15\n", + " 3.69575440e+14 -8.37766177e+14 -8.76601048e+14 3.58275717e+14\n", + " 1.37921712e+15 1.93358361e+14 8.59069761e+14 8.01518537e+14\n", + " 2.75702985e+14 8.79326284e+14 -6.00249846e+14 -7.33962473e+14\n", + " 2.08849120e+14 3.51831406e+14 -5.02582479e+14 -1.44601339e+15\n", + " 1.06268060e+15 9.73420530e+14 -6.70398338e+14 -1.16492834e+15\n", + " -9.30065683e+14 1.28462902e+15 -2.26048007e+15 3.15062455e+14\n", + " -5.55316780e+14 3.72890320e+14 -5.55320115e+14 -3.73432286e+14\n", + " -1.66677180e+15 -9.89935520e+14 6.03225500e+14 -1.64231361e+15\n", + " -1.82506378e+15 -1.69247357e+15 7.10129033e+13 -2.30473695e+14\n", + " -1.06826208e+15 2.90212089e+14 -1.46280552e+15 -3.40864582e+13\n", + " 9.42184147e+14 1.36728391e+15 -1.71794556e+15 -2.84921864e+14\n", + " 4.87993725e+14 4.04428354e+14 1.38685807e+14 2.46317312e+14\n", + " 1.44788119e+15 -1.03371247e+15 4.23751357e+14 -2.23146602e+14\n", + " -1.80909561e+15 -2.66319736e+14 1.86164831e+15 1.15851737e+14\n", + " 1.43828212e+15 1.03201557e+15 -8.51335424e+13 4.37619352e+14\n", + " -1.69531418e+15 8.73962931e+13 -1.57076816e+15 -3.00962084e+14\n", + " 6.79398606e+14 1.22308222e+15 -5.88985873e+14 1.63054809e+15\n", + " 8.07522868e+14 -2.99355756e+13 -5.93451359e+13 -3.13695688e+15\n", + " -3.00666129e+14 -5.65966433e+14 1.93984570e+14 -2.78477900e+15\n", + " 1.65734926e+14 1.62538367e+14 8.41490768e+14 2.58337098e+15\n", + " 1.85470153e+15 -3.94960748e+14 -7.38198076e+13 1.00962049e+15\n", + " -3.69322574e+14 9.43153962e+14 1.25857530e+14 -7.18333234e+14\n", + " -7.83902223e+13 -1.96738804e+15 -1.66043815e+15 -1.41822576e+15\n", + " 1.39163960e+15 -1.47420436e+15 -1.00149238e+15 -1.12171602e+15\n", + " 1.43397402e+15 -2.46251551e+15 -7.58172774e+14 -1.70479403e+15\n", + " -9.73547128e+14 -9.67759936e+13 6.04785097e+14 5.26430411e+14\n", + " -9.59457734e+14 9.97965317e+13 -4.39424418e+14 5.81766943e+14\n", + " 1.23169946e+14 1.76628818e+15 1.13287651e+15 3.25804794e+14\n", + " -2.32938704e+15 1.01506361e+15 -1.21294797e+15 -4.16970089e+14\n", + " 3.08722200e+14 6.33877842e+13 -1.40404661e+15 -1.41798410e+15\n", + " 1.80342839e+15 2.94688411e+14 -8.44557615e+14 2.80207297e+14\n", + " -7.72326106e+14 6.05637627e+14 -5.97337970e+14 -1.06116541e+15\n", + " 1.18564096e+14 -1.83503111e+15 2.03686477e+15 -2.25859798e+15\n", + " -1.49096174e+15 5.11438145e+14 3.33919432e+15 -2.72990044e+14\n", + " 1.06559124e+14 -3.54047470e+14 -2.25738869e+15 4.09777485e+14\n", + " 2.26778225e+15 7.44000240e+14 2.19794673e+15 1.33955029e+15\n", + " -1.90484374e+15 1.39134958e+15 -1.36589026e+15 -1.18953912e+15\n", + " -1.88920258e+15 9.96856561e+14 -4.32179539e+14 -1.40346029e+15\n", + " 7.56600501e+14 2.39397554e+15 2.24143513e+14 1.93444037e+15\n", + " -3.55760543e+14 -6.89350185e+14 1.96863763e+15 -4.47767581e+15\n", + " 2.28614187e+14 1.28647030e+14 1.33705497e+14 6.76044519e+14\n", + " -1.82702021e+14 8.16658888e+14 1.18525752e+15 -1.36453536e+15\n", + " -6.68968415e+14 -1.20788858e+15 7.72577185e+14 9.54465629e+14\n", + " -9.02033284e+14 -8.72092743e+13 -8.36068282e+14 -4.36167493e+12\n", + " -1.36564958e+15 -1.79180924e+15 -1.71032979e+14 6.72630326e+12\n", + " 4.85116291e+14 -1.00098343e+15 -6.30808252e+13 -1.31794089e+15\n", + " 1.49336232e+15 5.72800810e+14 8.46817337e+14 -6.69984561e+14\n", + " 1.08209706e+15 -4.46591529e+14 1.41847242e+14 3.12324652e+14\n", + " -1.31585196e+15 1.52962789e+14 -5.64004498e+14 -1.45109991e+15\n", + " -8.61813099e+14 -8.27299478e+14 1.02039831e+15 3.00140350e+14\n", + " -7.74362480e+14 9.40462698e+14 -1.78103336e+15 6.17533292e+14\n", + " 4.91194477e+14 2.98732274e+14 1.84479624e+14 7.01264123e+14\n", + " 1.26539724e+15 9.37891868e+14 -4.34006644e+14 -1.48679120e+15\n", + " -4.39692316e+14 5.74177055e+14 5.43614540e+14 6.45304104e+14\n", + " -9.33395688e+14 1.47084968e+14 1.08237551e+15 4.82538496e+14\n", + " 1.01906656e+15 -1.68919274e+15 5.30058248e+14 -5.28034876e+13\n", + " 4.27585338e+15 -8.13039732e+14 -2.03172032e+13 -1.29927138e+13\n", + " 3.64000689e+14 -4.19760646e+14 1.00263868e+15 8.24888793e+14\n", + " -3.04695557e+14 6.50702053e+14 -1.65031491e+15 2.97327022e+14\n", + " -5.75991579e+14 4.04025879e+14 7.79213634e+14 6.11299109e+14\n", + " 7.22579134e+14 2.21614114e+15 4.04469065e+13 6.56458127e+14\n", + " -2.30879040e+15 6.32056868e+14 2.38060280e+14 -9.20937936e+14\n", + " 7.31873793e+14 2.93191363e+14 6.49263523e+14 8.52751632e+14\n", + " -5.68761344e+14 5.80190518e+14 2.42825277e+14 -1.86174136e+15\n", + " 3.84752036e+13 2.58855333e+14 -9.56027500e+14 3.56907899e+13\n", + " -4.37072648e+14 -1.60137043e+15 -3.27940497e+14 4.25741025e+13\n", + " 5.95415482e+14 1.67674460e+15 -1.32474466e+15 1.05423277e+15\n", + " -8.75740120e+14 9.73746189e+14 8.19309470e+14 -1.42952341e+15\n", + " 1.99841970e+13 -1.03667909e+14]\n", + "Found 244 total galaxies in catalog for cluster 5084\n", + "[-4.54034882e+15 -1.20974714e+15 2.74449519e+14 4.83128128e+15\n", + " -2.10497943e+15 -5.96236435e+14 5.93828650e+14 -6.34118364e+14\n", + " -2.07572675e+14 2.50177998e+15 1.96726361e+15 -5.69940521e+15\n", + " -2.18491693e+15 -4.16719182e+14 2.14305897e+15 -2.54694871e+15\n", + " 7.38553554e+12 -1.28543908e+14 5.94969311e+15 -5.99268918e+15\n", + " -4.74406047e+14 1.45605106e+15 1.42886542e+15 -1.78940143e+15\n", + " -2.69067411e+15 -2.11233151e+15 -1.58527535e+15 3.39436584e+15\n", + " -4.33211449e+15 2.55686359e+15 -2.78808638e+15 -1.61877323e+15\n", + " 2.81518079e+15 -4.70001360e+15 -3.26539127e+15 -4.06215303e+15\n", + " -3.67488586e+15 -5.55650062e+14 -4.31765591e+15 9.20273553e+13\n", + " 6.54821682e+15 1.01067807e+15 8.93122816e+14 -3.58965634e+15\n", + " 2.36494748e+15 3.53051480e+15 -5.91976316e+15 -8.05646059e+14\n", + " -1.50201745e+15 1.17699364e+14 7.29473751e+14 4.50244333e+14\n", + " 7.62978453e+14 -3.54077021e+15 -2.31926582e+15 -3.02594435e+15\n", + " 3.03088672e+15 -2.89012508e+15 -2.36205048e+15 7.31681772e+14\n", + " 3.99427603e+14 1.69487244e+15 7.21321651e+14 8.05439316e+14\n", + " -1.55210575e+15 1.85799370e+15 -3.03215730e+15 -1.52289012e+15\n", + " -1.17369766e+15 -1.22363897e+15 3.73993511e+15 2.13042989e+15\n", + " -1.09452375e+15 2.15478829e+14 -2.63654050e+15 -4.52639481e+15\n", + " 1.85930252e+15 1.91007904e+15 3.07905605e+15 2.84104238e+15\n", + " -3.79044592e+15 -4.99967039e+14 -9.87510270e+14 7.42451572e+15\n", + " -2.82017705e+15 -2.27374647e+15 -1.55860027e+15 -4.20902160e+15\n", + " 7.46805452e+15 -2.31542366e+14 1.23014288e+15 -1.69496203e+15\n", + " -6.89830365e+14 -1.83579799e+15 6.03441446e+14 8.77455039e+14\n", + " 1.21139428e+14 4.57041895e+14 -1.33411770e+14 1.69221846e+15\n", + " 3.32424658e+15 2.24750473e+15 -4.81064155e+14 3.58151543e+14\n", + " -1.66907513e+15 -1.31253584e+15 2.68274024e+15 2.55610256e+15\n", + " -4.36310232e+15 -4.77042566e+15 -5.02996691e+15 4.48808985e+14\n", + " -3.32511665e+14 -1.24970621e+15 -9.60514916e+14 1.38421511e+15\n", + " -1.11426154e+15 -1.68092858e+15 -4.06415438e+15 2.25763300e+14\n", + " 1.46758324e+15 1.18770998e+15 4.78510911e+14 7.00408000e+14\n", + " 2.16488283e+15 -2.09316457e+14 -1.64304365e+15 3.04360606e+13\n", + " 3.13707028e+14 -4.68639470e+14 2.53064946e+15 1.17622950e+15\n", + " -3.51481324e+14 -2.34476335e+14 1.71724986e+14 2.86384805e+14\n", + " 6.25887781e+14 8.63265171e+13 -5.37861583e+14 -1.12205497e+15\n", + " 3.67759506e+14 1.78528528e+15 1.04216243e+15 -7.81718433e+14\n", + " -4.51075610e+14 1.78476428e+14 -9.52637925e+14 6.09688594e+14\n", + " -1.84465126e+14 2.95301562e+15 1.46669710e+15 1.52982570e+15\n", + " -9.11984710e+14 -1.56226636e+15 6.44253069e+14 1.61529426e+15\n", + " 2.08140762e+15 6.58333111e+14 2.75402656e+15 -2.57226013e+15\n", + " 8.79787082e+14 1.13622885e+15 7.04701529e+14 -6.98421764e+14\n", + " 6.68832885e+14 -4.79582868e+14 1.51816184e+14 -9.36120375e+14\n", + " -1.33570433e+14 1.66402979e+14 -1.06870212e+15 -2.36454597e+15\n", + " 5.83415727e+15 6.79714814e+14 -1.48383447e+15 -2.57677867e+14\n", + " 9.12700978e+14 -1.08496777e+15 -1.02331202e+15 -1.34287229e+15\n", + " 7.27546751e+14 -1.28571202e+15 8.94933635e+14 1.91113903e+15\n", + " -2.35026686e+15 4.19103260e+14 -6.12991611e+14 -1.35465318e+15\n", + " 7.19498121e+14 4.07929602e+14 -9.60869686e+14 4.38416613e+14\n", + " 8.17085884e+14 -5.26744140e+14 8.26610385e+14 9.94255118e+14\n", + " -1.13093817e+15 1.85847882e+15 1.74595912e+15 9.28162102e+14\n", + " 1.89937284e+15 2.78164208e+14 -9.99438360e+14 8.84581052e+14\n", + " -2.02589834e+15 -3.08269712e+14 -8.40551055e+14 5.24487086e+15\n", + " -2.47523148e+15 1.09283198e+14 -3.48604615e+14 1.42430044e+15\n", + " 2.46541354e+13 4.96518808e+14 -1.13609606e+15 2.04558124e+15\n", + " 3.67541340e+15 1.56239803e+15 -7.88180052e+14 -6.78137782e+14\n", + " -1.19469142e+14 -3.94182386e+14 1.98456307e+15 -5.24369240e+14\n", + " -1.09728957e+14 1.86943251e+15 -6.58611917e+14 1.69979856e+15\n", + " -5.96301722e+13 -1.22088587e+15 3.16095965e+14 -2.07147054e+15\n", + " -5.73344817e+14 -1.01620468e+15 1.50257804e+15 -6.85237707e+14\n", + " 6.85760195e+14 -4.96746644e+14 1.39258883e+15 -3.68363340e+14\n", + " 1.64407272e+14 9.91819750e+14 -1.45172355e+15 1.04068623e+15]\n", + "Found 1803 total galaxies in catalog for cluster 4434\n", + "[-1.57890522e+15 -3.17177467e+15 -1.41479950e+15 ... 4.14418180e+14\n", + " 1.45062278e+15 -7.13722766e+14]\n", + "Found 1408 total galaxies in catalog for cluster 3939\n", + "[ 5.34008102e+14 -1.61782718e+15 -5.30107907e+14 ... -7.44420051e+14\n", + " 1.38793598e+13 -6.52196899e+13]\n", + "Found 4123 total galaxies in catalog for cluster 6139\n", + "[-1.12985380e+15 2.23087137e+15 -1.89662924e+14 ... 7.26301945e+14\n", + " 5.69075393e+14 4.37631211e+14]\n", + "Found 1196 total galaxies in catalog for cluster 4709\n", + "[ 2.88226834e+15 3.90421346e+15 -3.37213732e+15 ... -3.17756142e+14\n", + " -1.45303612e+14 -6.75438890e+14]\n", + "Found 3401 total galaxies in catalog for cluster 7121\n", + "[-9.57281308e+14 -1.14890803e+15 -5.26311601e+14 ... -5.09348451e+14\n", + " -1.92720361e+14 -4.21603958e+14]\n", + "Found 2874 total galaxies in catalog for cluster 8547\n", + "[ 3.67050207e+14 -2.17500419e+15 -5.52108051e+14 ... -6.26864844e+14\n", + " -1.58083935e+14 -3.08599408e+14]\n", + "Found 448 total galaxies in catalog for cluster 8685\n", + "[-1.00729843e+15 4.97332346e+15 -4.48123100e+15 -5.72075790e+14\n", + " -1.87400672e+15 -2.43585869e+15 7.19596906e+14 6.31408541e+14\n", + " 1.30950348e+15 -4.11486278e+15 1.23991564e+14 7.05954286e+13\n", + " -4.73929684e+14 9.51941528e+14 -2.76261187e+15 1.08703907e+15\n", + " 9.99677885e+14 2.84365317e+14 -1.15272885e+13 2.40356748e+15\n", + " 1.31185929e+14 7.01546462e+15 2.34319633e+14 1.21093105e+15\n", + " -4.31491722e+14 6.96579444e+14 9.17273539e+14 -1.93368020e+15\n", + " -1.26718379e+15 4.32683775e+15 -3.52269278e+15 7.61907348e+14\n", + " -2.94941136e+15 6.71632869e+15 -4.55375497e+15 -8.05293578e+14\n", + " -6.30850540e+15 2.55515816e+15 -1.32356996e+14 9.41989024e+14\n", + " 2.20268633e+15 -3.60927892e+15 -5.40561878e+15 -1.85235720e+15\n", + " -3.20095260e+15 3.20776191e+15 2.39134797e+15 -1.12916917e+15\n", + " -1.84899572e+15 -3.49713185e+13 5.64009275e+15 2.17443422e+15\n", + " -3.47089974e+15 7.48718153e+15 3.40355703e+14 5.27408718e+15\n", + " -1.87945574e+15 1.72050946e+15 -5.54786214e+15 -7.82189384e+15\n", + " 2.66741179e+15 -6.29871502e+14 -5.33170491e+13 -1.23553054e+15\n", + " -4.05163773e+15 -5.98794922e+15 -2.59031652e+14 -1.26846479e+14\n", + " 1.27641924e+15 -3.38105448e+13 -2.34760556e+15 -7.88140016e+14\n", + " 1.26619904e+15 -2.00826989e+15 -3.23104126e+15 -1.82677292e+14\n", + " 2.81518766e+14 8.39381810e+15 6.08853449e+15 1.88151274e+15\n", + " 5.04931096e+15 2.18032882e+14 2.93129031e+15 2.11575925e+15\n", + " -2.52672889e+15 6.61510322e+15 -8.37528402e+14 -3.90366281e+14\n", + " -3.53580415e+14 -3.63401519e+15 -8.89612918e+14 -2.06013187e+15\n", + " 2.83869253e+15 2.40035022e+15 4.32681080e+14 5.17945906e+14\n", + " -1.96085795e+15 4.32007370e+15 3.19725098e+15 -3.66517996e+15\n", + " -2.33348027e+15 3.82551701e+14 -1.70250413e+15 6.11351625e+14\n", + " 2.08982938e+15 -4.43383211e+13 -3.29448996e+15 -9.45999082e+14\n", + " 3.02431266e+15 9.16700732e+14 -1.01002755e+15 6.01258201e+15\n", + " -4.57231368e+14 -5.41697971e+14 -2.57775308e+15 -3.52656855e+14\n", + " 1.67847951e+15 7.06157147e+15 5.30570335e+15 3.95381778e+14\n", + " 2.04924589e+14 -4.62403119e+15 9.82266775e+13 -2.24398496e+14\n", + " 2.72309440e+15 1.32223203e+15 1.54847144e+15 6.77184162e+14\n", + " 1.90934826e+14 -1.07654326e+15 2.01516130e+15 7.36543655e+14\n", + " 9.26655867e+14 1.87719425e+15 2.10611615e+15 3.01485982e+14\n", + " -2.73891540e+15 -4.81959949e+14 6.95857354e+14 -6.01252534e+14\n", + " -2.90730786e+15 2.38107656e+14 -1.17697639e+16 -1.58575665e+15\n", + " -2.27375102e+15 -1.45079038e+15 -3.68831762e+14 -3.31143169e+14\n", + " 3.87210595e+14 -1.55997372e+14 -1.78737585e+15 -3.36403711e+15\n", + " -2.06812407e+14 -3.55321286e+14 2.87032680e+13 -9.94225492e+14\n", + " 2.78500937e+14 -9.87630471e+14 1.85186874e+15 -1.96889546e+14\n", + " -3.35157357e+15 1.74269613e+15 2.69270200e+15 -2.06808887e+15\n", + " 1.80160087e+15 -1.84073779e+14 -1.69065676e+15 -3.06663913e+15\n", + " 1.76113802e+15 -2.71147887e+14 -9.22223634e+14 -1.98118869e+15\n", + " -5.28913784e+14 1.22658149e+15 -3.89633932e+15 1.84071178e+15\n", + " -1.04781552e+15 -1.32243522e+15 1.90598049e+14 1.53223979e+15\n", + " -2.52964703e+15 3.33145937e+15 2.00805075e+15 3.79500322e+15\n", + " 1.24902644e+15 -2.64362841e+15 -1.34401250e+15 -2.00343090e+15\n", + " -1.42027273e+15 1.37836322e+15 -3.34942437e+14 2.67201219e+15\n", + " 1.69754765e+15 -8.51561108e+14 2.65099799e+14 2.57012444e+15\n", + " 1.18221349e+15 -9.18099583e+13 -1.38984521e+15 1.32619386e+15\n", + " 1.32736309e+15 -2.92714366e+15 -1.53382773e+15 1.49867012e+15\n", + " -4.25610188e+15 1.24997251e+15 1.35125425e+15 -1.92313301e+15\n", + " -8.23160571e+14 1.28447197e+15 -2.78113711e+15 -8.74406291e+14\n", + " 9.44429880e+14 9.18214925e+14 -4.45570938e+14 4.43235583e+14\n", + " 1.35439184e+15 2.14306061e+15 -1.32758758e+15 2.85165635e+13\n", + " -1.15563379e+15 -5.22568805e+14 -4.45537186e+14 -3.46842986e+15\n", + " 4.61377088e+14 2.39770671e+15 -2.13598357e+13 -7.02057949e+14\n", + " -1.41174531e+14 -1.99932957e+15 1.21288209e+15 4.10578455e+15\n", + " -2.00614743e+14 -3.17126883e+15 3.24821158e+15 -3.81906731e+14\n", + " 7.28671040e+14 -4.04207672e+14 2.33301527e+15 -2.56190103e+15\n", + " -1.12935471e+15 -2.30221517e+15 2.36924266e+15 -8.77069793e+14\n", + " -4.01538066e+14 -4.38444757e+14 6.59577435e+13 1.79560830e+14\n", + " -2.20684457e+15 -2.90797275e+14 1.07430457e+15 8.50848569e+13\n", + " -3.37410866e+14 -2.14458330e+15 7.88994506e+14 4.49504279e+14\n", + " -2.28075526e+15 1.05594174e+15 4.95931237e+14 5.53436164e+13\n", + " -2.36575128e+15 3.05918928e+14 -4.36818970e+15 6.98676139e+14\n", + " 3.56922247e+15 1.34417262e+15 3.09422286e+14 2.21920803e+15\n", + " 6.63800060e+13 1.68155614e+15 1.67902434e+15 3.08721619e+15\n", + " -1.07821915e+15 -6.46929396e+14 -9.36208143e+14 1.06911925e+14\n", + " -4.03697405e+15 -6.87392146e+14 2.38625678e+15 1.36039637e+15\n", + " -3.59620519e+14 -5.01178766e+14 -5.25666262e+14 -1.20048509e+15\n", + " -1.97869643e+15 -5.63292535e+14 -1.67725759e+15 -6.23112781e+14\n", + " 4.21153221e+14 2.70864826e+14 8.07189603e+14 1.00719436e+15\n", + " 2.40264637e+14 8.80635496e+14 1.56133178e+15 1.78605667e+15\n", + " -2.42035047e+15 -1.44738785e+15 2.63249979e+15 1.13890131e+15\n", + " -3.18545427e+14 -4.64684960e+14 -2.09850226e+15 -1.30044744e+15\n", + " -8.63453314e+14 -1.56350711e+15 -5.90651833e+13 -1.45359407e+15\n", + " -7.58591943e+14 4.67705095e+14 -3.61962983e+14 4.93701835e+15\n", + " -6.97556853e+13 2.30745175e+15 6.14902659e+14 -3.37723332e+13\n", + " 2.43984815e+15 3.04058120e+15 -2.05669604e+15 4.71001118e+14\n", + " -2.47230010e+15 -2.63988529e+15 3.77104698e+14 -1.28718326e+15\n", + " -1.16919935e+15 7.57883055e+14 3.36178729e+14 -1.81998805e+15\n", + " 1.48047245e+15 -1.49843665e+15 1.92386514e+15 1.00129698e+15\n", + " -3.80004795e+15 6.03155313e+14 -9.00011693e+14 2.42776925e+15\n", + " -2.23090141e+15 -8.40516908e+14 2.21494126e+15 -1.35293176e+15\n", + " -5.52330619e+14 -2.64533186e+14 1.46873914e+15 -1.02972558e+15\n", + " 1.76481919e+15 1.62258325e+15 2.41330973e+14 1.54936952e+14\n", + " 8.95205249e+14 1.07860640e+15 -4.08641264e+14 -1.13428123e+15\n", + " 1.20347615e+15 4.26406874e+14 2.09877588e+15 -2.99741205e+15\n", + " 2.76383836e+14 1.19677611e+15 -5.18037061e+13 3.40120081e+15\n", + " 8.55080261e+14 2.33657601e+14 1.12854953e+14 1.32417067e+14\n", + " -3.40375549e+15 -7.98438603e+14 1.07263563e+15 -4.20137075e+14\n", + " -2.35815972e+15 9.61755457e+14 4.69381219e+14 4.04964284e+14\n", + " -3.35408529e+15 2.31323417e+15 1.05781822e+15 -9.51033852e+14\n", + " -1.41612379e+15 2.58755800e+15 -8.09052766e+14 5.81973241e+14\n", + " -4.62413778e+14 -1.40800500e+15 1.84616532e+15 5.10545601e+14\n", + " -5.56657863e+15 -3.37666580e+14 4.76455735e+14 -4.12905625e+14\n", + " 6.61101919e+14 -1.97471221e+14 2.20071997e+15 -1.59451515e+14\n", + " -2.04747657e+15 -1.47183491e+15 -1.97771869e+15 -1.81985132e+15\n", + " 1.33270843e+15 7.97078683e+14 2.41907553e+15 -1.22249781e+15\n", + " -3.10713941e+14 1.54095509e+15 9.38122274e+14 1.75776143e+14\n", + " -3.85956855e+15 1.07979122e+14 -3.15483208e+14 -9.06474537e+14\n", + " 9.39765815e+14 6.07559627e+14 2.43052102e+15 3.98782837e+14\n", + " 1.63118982e+15 2.97446095e+14 4.52549682e+14 -5.20985574e+14\n", + " -4.51072932e+13 -1.13628268e+15 1.10320424e+15 8.48584930e+14\n", + " 1.04630262e+15 -1.27043653e+15 6.90257359e+14 -1.29064732e+15\n", + " 5.60467489e+14 3.42497753e+14 -7.37891104e+14 -5.95754115e+14\n", + " -1.51608856e+15 7.72271704e+14 2.49635819e+15 9.63270514e+14\n", + " -6.79286946e+14 -6.42313809e+13 -1.75799819e+15 2.29259299e+14\n", + " 1.36521966e+15 1.19245434e+15 -5.14929907e+14 2.81894904e+14\n", + " -3.24822514e+14 2.33133164e+14 -7.15342865e+14 -1.81661591e+14\n", + " -1.17198672e+15 8.02781789e+14 3.59301528e+14 1.21366252e+15]\n", + "Found 354 total galaxies in catalog for cluster 8995\n", + "[-5.61856096e+14 2.22290898e+15 -2.29108211e+15 -4.82773058e+15\n", + " 1.26603576e+14 -5.70686032e+15 -2.55147544e+15 -2.45225648e+15\n", + " 2.83926157e+15 2.47501574e+15 9.77457792e+14 -1.24399118e+15\n", + " -1.55220042e+15 1.31498207e+14 -2.40538550e+14 -5.44444179e+14\n", + " -8.67306726e+14 -1.00097043e+15 6.07072064e+14 1.67836825e+15\n", + " -3.44488549e+14 3.69980455e+15 -5.04699505e+14 -1.57460917e+14\n", + " -2.34819029e+14 -3.90415704e+15 -3.38567344e+13 -1.24252839e+15\n", + " 1.82095039e+15 -2.73715484e+15 1.67660686e+15 -2.50009134e+15\n", + " 1.22474903e+15 4.18956854e+15 2.79724303e+14 5.92004011e+13\n", + " 1.54857593e+15 1.33775671e+15 -1.53457474e+15 -2.51983778e+15\n", + " 1.70083469e+15 3.78252508e+15 2.30019495e+15 -4.23899407e+15\n", + " -2.26608937e+15 -7.14172050e+14 -9.89442254e+13 4.50089762e+15\n", + " 1.70455956e+15 2.43929968e+15 7.20616506e+14 1.04874147e+15\n", + " 2.93750572e+15 -1.10430838e+15 -4.23687409e+13 -1.67929571e+15\n", + " -5.21190846e+13 2.02664471e+15 1.34426221e+14 3.16677285e+14\n", + " 1.85468882e+15 -3.50113622e+15 1.07576882e+14 1.16355872e+15\n", + " 1.03122175e+15 9.34895023e+14 -6.78800580e+14 1.81375844e+15\n", + " 1.56962389e+15 -6.59182338e+14 2.59500556e+15 1.70184806e+15\n", + " 6.27678166e+14 3.25562676e+15 -3.60056166e+15 -1.43397309e+14\n", + " -1.99527653e+15 -1.02413489e+15 1.12870043e+15 -3.80176267e+15\n", + " -9.99460833e+13 -1.91392398e+15 -7.94776350e+14 3.85268696e+15\n", + " -2.54179172e+14 -1.00833403e+15 4.14925783e+14 -1.38792597e+15\n", + " -1.63392890e+14 1.57645776e+15 -2.71628848e+15 -1.00399921e+15\n", + " -1.44662518e+15 5.59967465e+15 -2.48504124e+15 -2.44506305e+15\n", + " -2.05094746e+15 4.62122851e+14 5.94592170e+14 1.44311811e+15\n", + " -2.15440218e+14 -1.27492864e+15 -4.05262275e+14 -2.67924501e+15\n", + " -3.51806158e+15 1.87730087e+15 6.95100572e+13 1.78080288e+15\n", + " 5.64019105e+15 1.96536539e+15 3.43208246e+15 1.04434893e+15\n", + " -3.39034254e+15 -4.45765299e+14 2.33385736e+15 6.71226090e+14\n", + " 6.14991831e+14 4.64069724e+13 -5.05224938e+14 -3.34605445e+15\n", + " 2.98127484e+15 9.85281510e+13 9.39461665e+14 -2.23429518e+15\n", + " -4.09076181e+14 -2.17018193e+15 -2.65520853e+15 -3.23454982e+14\n", + " -1.44870144e+15 2.79620370e+15 5.93593715e+14 -3.08752574e+14\n", + " 1.56038776e+15 -9.08625016e+14 -2.86748829e+14 -5.45100768e+13\n", + " -6.14379921e+14 -9.43338050e+14 2.64994988e+13 5.38825204e+14\n", + " 4.70779995e+14 -1.64899375e+15 1.90802646e+15 1.78378081e+15\n", + " -9.31916273e+14 -1.90187463e+15 -1.07213011e+15 2.11781080e+15\n", + " 1.45613020e+15 -5.19674659e+14 1.60839284e+15 -9.17003838e+14\n", + " 3.99144530e+12 -2.00681127e+15 8.72460948e+14 1.28573660e+15\n", + " 3.54958563e+15 4.89864603e+14 -2.07556220e+15 1.61529580e+15\n", + " 1.96804307e+15 -2.37781227e+15 1.30102164e+15 1.22709003e+15\n", + " -1.29681627e+15 2.05045575e+14 9.92068708e+14 1.29929568e+15\n", + " 2.00717618e+15 -9.73402015e+14 -3.84816580e+14 -9.07688198e+14\n", + " 8.27666153e+13 4.35525513e+14 9.27211554e+14 -1.87168289e+15\n", + " 9.72735835e+14 -4.35178979e+15 8.16501080e+13 1.75272397e+15\n", + " 3.32853754e+14 -8.56741132e+14 -6.99704780e+14 -7.88746082e+14\n", + " 7.08659346e+14 1.99149541e+15 -1.53339442e+14 9.43166815e+13\n", + " 1.92616237e+15 -2.55603191e+13 2.24939313e+14 -4.39787533e+14\n", + " -1.59945281e+15 5.90484363e+14 1.68558369e+15 -2.68195413e+15\n", + " 1.58014766e+15 -6.61424979e+14 3.53018837e+15 1.03565676e+14\n", + " 3.77784304e+15 -4.12014952e+13 -1.32084477e+15 -1.46699207e+15\n", + " -1.64711079e+15 -3.93674134e+14 8.73520858e+14 -9.89463307e+14\n", + " -1.46967078e+15 1.62953775e+15 -3.48888095e+15 -4.02042309e+15\n", + " -5.03982744e+14 -1.41134156e+15 -9.10038671e+14 -6.57292813e+14\n", + " 2.06573527e+14 1.12896259e+15 3.57723139e+15 -1.15347889e+15\n", + " 4.84287679e+14 1.85890333e+15 1.26674464e+14 1.14631548e+15\n", + " 1.93597188e+14 -8.52314129e+14 1.28229305e+14 -1.84470915e+15\n", + " 1.94632861e+15 -2.40678253e+15 -2.17572420e+15 3.65676103e+15\n", + " 1.18336407e+15 -4.20676961e+14 9.29719446e+14 1.08712283e+15\n", + " -1.20359944e+15 9.39763456e+14 9.68131343e+14 9.51637400e+14\n", + " 3.25431070e+13 1.25668779e+15 7.80115298e+14 -2.93851469e+15\n", + " -3.90045530e+14 8.14745715e+14 3.96303574e+14 1.35735966e+15\n", + " -5.86913125e+14 2.11457193e+15 9.59954228e+14 -2.23099296e+14\n", + " -1.32480114e+15 8.02356376e+14 3.52241426e+15 7.66490983e+13\n", + " -6.61590769e+14 -3.34713788e+14 2.54200277e+14 2.27774077e+15\n", + " -3.19574139e+15 -1.84206279e+15 2.49397977e+15 -4.78451454e+14\n", + " 1.40197955e+15 4.01505402e+14 4.99203764e+14 -1.38686202e+15\n", + " 3.42850134e+15 2.50855900e+14 2.16218827e+14 -6.62646637e+13\n", + " 6.55065112e+14 -7.97326548e+14 -2.67805196e+15 -1.35209794e+15\n", + " 2.90954647e+15 -2.36099202e+14 2.69781443e+14 -1.84688258e+14\n", + " 1.37412653e+14 -1.89807243e+15 -9.07602788e+14 -2.93079437e+14\n", + " 6.02311984e+14 8.84951354e+14 -1.30037602e+15 1.41663673e+14\n", + " -1.65311871e+15 3.52052470e+14 1.12656555e+15 -8.79461406e+14\n", + " 1.41483127e+15 1.85471281e+14 -4.05258264e+14 -1.44953295e+15\n", + " -1.98282233e+14 -1.20144139e+15 8.03570994e+13 1.29933078e+15\n", + " -2.12738449e+15 5.19260753e+14 1.43250933e+15 -5.24383578e+14\n", + " -4.61446894e+14 6.56232319e+14 -9.14466959e+14 -1.15444883e+15\n", + " -7.14918235e+14 1.54727995e+15 9.94139888e+13 -8.82489161e+14\n", + " 8.87179046e+14 5.04868654e+15 -1.37116794e+15 5.69553860e+14\n", + " -1.28296014e+14 -4.97871397e+14 8.66596470e+14 6.43096989e+14\n", + " 1.42674916e+15 -7.12821513e+14 -3.79002441e+14 4.71007309e+14\n", + " 1.81813391e+15 1.19010956e+15 1.33054622e+15 8.17356977e+14\n", + " 1.75600738e+15 1.90791475e+15 4.50535010e+14 1.67112242e+13\n", + " 1.53291138e+15 -1.27699342e+15 -5.41491453e+14 9.35079925e+14\n", + " -7.81328952e+14 6.47178600e+14 3.50391809e+14 -2.37093822e+15\n", + " -4.85656473e+14 -7.83642377e+14 -1.40425270e+14 -4.95421603e+14\n", + " -3.43050322e+14 -9.12261666e+14 8.94951857e+13 5.26022085e+14\n", + " 5.52764468e+14 1.85529063e+14 -7.02817571e+14 2.20893865e+15\n", + " 7.76665775e+14 -9.41021070e+14]\n", + "Found 3085 total galaxies in catalog for cluster 7698\n", + "[-2.46739241e+15 1.44888168e+15 -1.02704537e+15 ... 1.08381682e+15\n", + " 6.89982225e+14 -4.27895076e+14]\n", + "Found 5985 total galaxies in catalog for cluster 10999\n", + "[-3.05001878e+15 -2.24331085e+15 -6.57589382e+14 ... 1.04084770e+15\n", + " 4.48371987e+14 3.20214091e+14]\n", + "Found 444 total galaxies in catalog for cluster 9029\n", + "[-2.30410452e+15 1.75727402e+15 -1.51311670e+15 1.06163162e+15\n", + " -3.26951013e+15 -9.32363580e+14 1.03398760e+15 -4.52410295e+15\n", + " 2.16057800e+15 1.15240461e+15 -6.13527899e+15 -8.44495648e+14\n", + " -6.57815553e+15 -1.85513385e+15 -3.13735467e+15 -8.66511431e+14\n", + " -3.22285661e+15 2.33063973e+15 -9.98537410e+14 8.56317687e+14\n", + " -1.65137478e+15 -1.25804106e+14 3.29451680e+15 -3.23021119e+15\n", + " 2.61629839e+15 6.29497163e+14 1.35036429e+15 5.41998788e+15\n", + " -3.27646332e+14 7.65790736e+14 4.03454651e+14 -6.41030138e+14\n", + " -1.58703316e+14 -2.39625580e+15 -7.81622795e+14 4.34780889e+15\n", + " 1.74080256e+15 -2.99459602e+15 1.32281276e+13 7.82465582e+14\n", + " 1.91871688e+15 6.49211521e+14 -1.77422682e+14 2.57775892e+13\n", + " 2.01110606e+15 -2.98714527e+15 -1.42519034e+15 2.50438768e+15\n", + " 1.53655271e+13 3.46997093e+14 -2.34252558e+15 -2.04895446e+14\n", + " -1.62677174e+15 -1.83045721e+15 -2.11117981e+15 -1.71239611e+14\n", + " -1.39541690e+15 2.44559012e+15 -2.10566484e+15 -2.28012945e+15\n", + " 1.89762962e+15 -2.53629030e+15 1.98873915e+13 -2.35712636e+15\n", + " -3.68339655e+15 3.78335078e+13 1.81485159e+15 -9.67222221e+14\n", + " -2.11898685e+15 -1.20158442e+15 -4.40505976e+15 6.30215937e+15\n", + " 9.08740030e+14 1.74806607e+15 -6.47942731e+14 2.19273957e+15\n", + " -4.66749319e+14 8.43433173e+13 -9.04474994e+14 -4.05147435e+15\n", + " -1.97783872e+15 8.93375243e+14 -1.31368979e+15 -2.37151084e+15\n", + " 4.87548179e+15 1.54779334e+15 3.95722050e+13 -3.44664783e+14\n", + " 1.10963199e+15 4.81581401e+14 -9.42294437e+14 -9.25371084e+13\n", + " -5.67088378e+15 1.36423894e+15 9.92368586e+14 2.05399772e+15\n", + " -8.97259966e+14 3.74625817e+15 4.04219716e+14 -1.10515733e+15\n", + " 1.59158664e+15 -2.81094945e+15 1.09317425e+14 1.09425278e+15\n", + " 1.16215507e+15 6.13443430e+14 1.55148388e+15 -1.68501609e+15\n", + " -9.94330026e+14 -1.06928034e+14 8.68283963e+14 -1.12156639e+15\n", + " 5.19797771e+12 1.99947553e+15 -9.66722545e+14 7.69572209e+14\n", + " 5.98108415e+14 -8.97015780e+14 -8.24081707e+14 -4.14810336e+14\n", + " -3.83834951e+14 8.28604821e+14 8.04491144e+14 -3.57637817e+15\n", + " -3.74126120e+14 2.12937943e+15 3.31674274e+15 2.65396365e+15\n", + " -8.46943677e+15 6.17822416e+14 3.02302830e+14 3.68013856e+15\n", + " 1.24309593e+15 -2.30167597e+14 -8.74832283e+14 2.11900447e+15\n", + " 1.57449237e+15 -9.79937392e+14 1.99298899e+15 -2.78116622e+14\n", + " -8.06365230e+14 -1.84281404e+14 -1.11089773e+15 -5.76813165e+14\n", + " 8.37180815e+14 -1.01102132e+15 -1.78473177e+15 2.25931845e+14\n", + " 9.60566411e+14 -2.12161622e+15 1.37557540e+15 6.31958517e+14\n", + " -1.68118517e+15 -1.25753985e+15 -1.83779798e+15 -6.44665108e+13\n", + " 8.37848486e+14 5.04804514e+14 5.13834779e+14 1.46681188e+15\n", + " 1.87051326e+14 1.44771738e+15 -2.50096732e+14 -1.34584547e+14\n", + " -1.43334980e+15 -2.22331647e+14 1.14520105e+15 6.13202612e+13\n", + " -1.97348680e+15 1.45301469e+15 2.43679386e+15 -2.60828430e+14\n", + " -3.29202603e+14 -2.05315771e+15 -3.29548888e+14 -8.69176837e+14\n", + " -6.86017261e+14 -1.04738677e+15 1.19404101e+15 2.36255254e+14\n", + " -7.22565553e+14 1.60741152e+14 -3.58354699e+15 -2.17968886e+15\n", + " -9.41045809e+13 2.65845398e+15 -3.20701299e+13 7.44011146e+14\n", + " -1.29212939e+15 5.53597402e+14 2.41572358e+14 1.03116738e+14\n", + " 1.14056671e+15 1.01253813e+15 -2.51291509e+15 1.74334783e+15\n", + " 6.01533109e+13 3.61794616e+15 1.15689430e+15 -3.77022265e+14\n", + " -5.43831165e+15 2.32185541e+15 -1.30338398e+15 1.15877021e+15\n", + " -1.73165466e+15 6.88327044e+14 1.77597323e+15 1.10647222e+15\n", + " 6.72655365e+13 -2.27680118e+14 -1.99438500e+15 -1.28092354e+14\n", + " 2.26884546e+14 -1.70280730e+15 -2.65253703e+15 -2.05597905e+14\n", + " 2.43856802e+14 -1.59743937e+15 -8.81840278e+14 5.26736933e+14\n", + " -8.51987402e+14 5.56241325e+13 -1.70921420e+15 -6.78507980e+14\n", + " 1.62125469e+14 -2.08554625e+15 -4.89940261e+15 -7.07107902e+14\n", + " -5.36062126e+14 -1.20676432e+15 -7.25218863e+14 -1.44898731e+15\n", + " -5.13266167e+14 2.00464455e+15 -1.11367707e+14 -9.13773080e+14\n", + " 1.34718263e+14 9.22017179e+14 1.75597310e+15 -1.84798897e+14\n", + " 1.27599308e+15 2.83774639e+14 -4.38897776e+14 -2.58108337e+15\n", + " 8.10843766e+14 -2.24448592e+14 7.96883079e+14 1.55866198e+15\n", + " -1.76506160e+15 2.06449763e+15 7.27200263e+14 1.54030919e+15\n", + " -2.73439794e+15 -1.51925940e+15 1.15993991e+15 -1.77372606e+15\n", + " 5.97231368e+14 2.10794256e+15 -3.65844651e+14 -3.13147751e+14\n", + " 1.12916507e+15 2.56173512e+14 -1.18518526e+15 1.23985381e+15\n", + " -1.17040715e+14 1.47232820e+15 -9.86056655e+14 4.30044319e+14\n", + " -8.28163175e+14 -1.11051572e+14 1.27175858e+15 4.16177420e+14\n", + " 1.21581511e+15 -1.13738142e+15 -7.25516738e+13 8.44486399e+14\n", + " -1.45330218e+15 -9.29992002e+14 -7.76567491e+13 7.14022168e+15\n", + " 5.98285103e+14 -9.72646071e+14 -6.66839271e+14 -1.75412859e+15\n", + " 3.28418496e+15 6.62143133e+14 -7.27458033e+14 2.15607849e+14\n", + " 2.18515159e+15 -3.10877516e+14 5.40667347e+14 5.35124766e+14\n", + " 1.75888076e+15 9.40229941e+14 1.65552196e+15 8.20224965e+12\n", + " -3.26555304e+15 7.65070135e+12 6.86263862e+14 -2.46357182e+15\n", + " 9.22877818e+13 8.53622538e+14 2.00576393e+15 -4.56186872e+14\n", + " 1.54188330e+15 -5.49027677e+14 8.21522082e+14 -1.33495919e+15\n", + " 3.78608767e+14 5.78301903e+14 -1.57394957e+14 -7.29793843e+14\n", + " 1.21828239e+14 8.44369359e+13 -3.18279369e+14 6.63952201e+15\n", + " 6.03767003e+14 -1.65582814e+15 7.16631229e+14 1.32323436e+15\n", + " 1.29547168e+15 -1.26497478e+15 2.86453617e+15 -1.55768436e+14\n", + " -2.81626652e+15 8.48135757e+14 -5.91918523e+14 -1.11176338e+15\n", + " 3.10705152e+15 -1.52422073e+15 1.82775417e+15 1.20759304e+15\n", + " 4.23187464e+14 3.18121600e+13 -1.43421044e+15 9.68174129e+14\n", + " 6.87917575e+14 -1.10848934e+15 1.84338844e+15 1.71287811e+15\n", + " -2.93067183e+14 -2.76651482e+15 -1.99959964e+15 5.75821174e+14\n", + " -1.22382079e+15 7.69126806e+14 -5.40107233e+14 1.40381069e+13\n", + " -2.16882337e+15 7.99962903e+14 -2.41542282e+15 1.20496706e+15\n", + " -7.25748262e+14 -4.69780638e+14 9.25072584e+14 -1.18613911e+15\n", + " -2.57049427e+14 1.21123791e+15 5.44555109e+14 -1.22601657e+14\n", + " -1.97898508e+14 -2.03139072e+15 2.36426709e+15 -6.50865235e+14\n", + " -1.99917353e+15 4.39524434e+14 3.74226115e+14 -1.64064887e+14\n", + " -3.16412892e+15 -9.93045740e+14 -4.91283969e+14 5.84481191e+14\n", + " -1.54508195e+14 -1.39310261e+15 -3.97946324e+14 -1.58810744e+15\n", + " 4.88112799e+14 3.49552881e+14 1.23858832e+15 6.62439746e+12\n", + " 1.67160464e+15 1.11413078e+15 -6.15328081e+14 9.15616174e+13\n", + " -1.83008603e+15 -3.09749799e+14 6.05254640e+14 -1.88570816e+15\n", + " -1.69624971e+15 4.30642347e+14 1.33891464e+15 -2.33966946e+14\n", + " 4.13719721e+14 -2.62811887e+14 -1.21274485e+15 -1.07434846e+14\n", + " 1.02948360e+14 -1.43027189e+15 -3.07128958e+15 2.05657456e+14\n", + " -4.60142116e+14 -1.76050990e+14 -1.15769702e+14 -5.36232721e+14\n", + " -1.70658621e+15 2.45271833e+14 1.20480488e+15 -3.21867480e+14\n", + " 9.26539092e+14 8.35498263e+14 5.25621845e+14 -1.15887357e+15\n", + " -5.94897455e+14 5.24726558e+14 2.78164471e+14 2.81881073e+15\n", + " 9.83863142e+14 5.70201772e+13 7.39912259e+14 -2.11213210e+14\n", + " -1.50890833e+15 5.34619014e+14 3.10271651e+14 -8.48303758e+14\n", + " -2.44667488e+14 -1.78128741e+15 4.27010061e+14 2.19009285e+14\n", + " -1.23820262e+15 5.40983364e+14 -6.38000801e+14 -4.94470023e+14\n", + " -1.87462227e+15 -1.29537726e+15 2.84498837e+13 -1.34611844e+15\n", + " -6.91026831e+13 1.42654686e+15 -1.56994964e+15 1.60678143e+15\n", + " 1.34821397e+15 5.78716964e+14 2.86015418e+14 -4.80736115e+14]\n", + "Found 996 total galaxies in catalog for cluster 9429\n", + "[-2.01362261e+15 -3.71655025e+15 -1.67198813e+15 -1.87747895e+14\n", + " -1.05549369e+15 -2.04914014e+15 -3.37411796e+15 -2.55969826e+14\n", + " 2.62301557e+15 1.78304075e+15 1.87292648e+15 4.68976771e+14\n", + " 1.53293325e+15 2.80322810e+15 1.26615141e+15 -3.33616266e+14\n", + " 1.37606466e+15 8.10327564e+14 9.47994093e+14 1.92517356e+15\n", + " 8.97797598e+14 -2.80249402e+15 -1.66875969e+15 8.50207914e+14\n", + " -7.77829332e+14 -7.84173909e+13 1.28933629e+15 3.69973043e+15\n", + " -1.05660503e+15 -3.39019839e+15 -8.04234791e+14 -1.39609608e+15\n", + " -1.95564247e+15 -2.43336008e+15 9.70324119e+14 -3.09734389e+15\n", + " 2.90865234e+14 2.61775499e+14 7.53390440e+14 1.73005955e+15\n", + " 2.08755664e+14 -9.46310327e+14 1.30333842e+15 -6.62367133e+14\n", + " 1.14377733e+15 2.65153327e+15 2.92361735e+15 -8.30764155e+14\n", + " -1.66440496e+15 4.92721215e+14 1.59947580e+15 1.81316623e+15\n", + " -1.28505960e+15 -2.24416837e+15 3.42728790e+15 -9.64809554e+14\n", + " 5.86119132e+15 2.89780205e+15 1.65882078e+14 4.08661042e+14\n", + " 2.94791594e+15 2.71839125e+15 1.01073733e+15 -1.40386749e+15\n", + " -6.20973273e+15 3.87488199e+14 1.39785412e+15 -1.17335169e+15\n", + " -2.10642197e+15 6.78837773e+14 -6.62155771e+14 -2.64309195e+15\n", + " -9.74402288e+14 3.00930175e+14 -1.85756563e+15 2.43343232e+15\n", + " 2.88891652e+15 1.89298490e+15 3.16998031e+15 1.34191805e+15\n", + " 2.26624238e+15 -1.26248509e+15 6.57029815e+14 -3.11850147e+15\n", + " -1.89317684e+15 -2.47133672e+15 -1.85779391e+15 -2.01791735e+15\n", + " -2.92396809e+15 1.09080368e+14 -8.21504021e+14 -1.22681008e+15\n", + " -5.76103256e+15 -5.63331143e+14 2.71120856e+15 8.94320286e+14\n", + " 1.85170562e+15 -2.35439915e+15 2.78507175e+15 -1.06265764e+15\n", + " 3.24254228e+14 -3.02412642e+15 -3.24934445e+15 -2.25446573e+15\n", 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7.14251720e+14 2.34098702e+14\n", + " -1.26577370e+14 -1.95482165e+15 1.26377624e+15 4.93677736e+13\n", + " 3.94972334e+14 3.01385787e+14 -5.60152836e+14 -2.13379167e+15\n", + " 8.11963476e+14 1.05179193e+15 -7.99803130e+14 -1.32197760e+15\n", + " -3.54954860e+14 -1.03588808e+15 -1.80554774e+15 -1.65696134e+15\n", + " 1.11339306e+14 8.31937976e+14 5.83515645e+13 5.94880691e+14\n", + " 4.49787010e+14 -1.23385929e+14 3.94666739e+14 3.41361383e+14\n", + " 2.21008142e+14 2.77595748e+14 -9.94160842e+14 -4.19108955e+14\n", + " -4.86373765e+14 -7.19310724e+14 -5.78410990e+14 -3.18077698e+13\n", + " 3.33531593e+14 1.98734621e+15 -2.01938616e+15 1.35279945e+14\n", + " -4.78671053e+14 -2.40794457e+15 1.75260458e+15 -2.17392893e+15\n", + " -5.34309770e+14 -1.12438759e+15 -8.42826243e+14 8.05286050e+14\n", + " 1.95532047e+14 4.76416330e+14 1.52673338e+15 -1.61798482e+14\n", + " 1.15085174e+15 7.51573323e+14 2.56928232e+15 6.55947940e+14\n", + " -1.56050908e+15 2.43528580e+14 9.64967540e+14 4.40678279e+14\n", + " 7.44223542e+14 4.04482070e+14 3.90289391e+14 -2.57673028e+15\n", + " 8.46912944e+14 2.77489627e+14 8.81302172e+14 -8.85689473e+14\n", + " 4.15719112e+14 5.40599465e+14 1.01237954e+15 1.20988517e+15\n", + " 1.08337319e+15 9.04890768e+14 -1.13905112e+15 -1.88332207e+14\n", + " 6.83885873e+14 -1.13099901e+15 -7.31973040e+14 9.34413137e+14\n", + " -8.21078085e+13 -5.01056831e+14 -4.48354750e+14 2.18417675e+15\n", + " -7.26514544e+14 4.11609419e+14 7.18922875e+14 -1.10578314e+15\n", + " -1.05729796e+15 2.19708828e+15 8.38213454e+14 -3.90660504e+14\n", + " -5.43621777e+14 2.78913802e+15 3.59452071e+13 1.57020331e+15\n", + " -9.07010221e+14 -6.20586984e+14 -1.08026248e+15 -8.27472805e+13\n", + " -7.25136389e+14 -8.77278446e+14 4.51341669e+14 -1.16992710e+15\n", + " 3.89563744e+14 1.42223901e+14 -7.83940284e+14 -1.25123797e+15\n", + " 8.74537044e+14 1.09148814e+15 -1.21531118e+15 6.89299291e+14\n", + " 1.39422834e+14 6.14543288e+14 1.00492931e+15 -6.90806101e+14\n", + " 1.29981191e+15 3.78593090e+14 6.12076676e+14 -1.13748628e+15\n", + " -3.89943175e+14 -2.47888639e+14 5.66574275e+14 9.49527977e+13\n", + " 7.09567917e+14 2.46781780e+15 -6.48161239e+14 2.40762393e+14\n", + " 8.63018913e+14 -1.39793772e+15 -1.00525889e+14 4.71480458e+14\n", + " -1.81452888e+15 2.65423799e+14 -4.52212714e+14 -6.06190512e+14\n", + " 9.38668432e+12 -5.16905254e+14 1.64466248e+14 9.20619673e+14\n", + " -1.46573965e+15 -2.20630430e+14 -3.61975428e+14 -1.02683367e+15\n", + " -1.74344660e+14 -1.17340894e+15 -5.68570597e+14 -3.74447636e+14\n", + " -3.50589440e+14 2.08036742e+14 -1.14696492e+15 -3.66619616e+14\n", + " -1.57715516e+15 4.93012308e+14 -6.42486832e+14 5.77036252e+14\n", + " 6.99562153e+14 5.86916216e+14 -3.81459850e+14 2.43823267e+14\n", + " 7.62109436e+14 1.02288924e+15 -3.01036703e+14 -2.85397684e+12\n", + " 1.35943359e+15 1.15942729e+15 -5.25455523e+14 1.23576514e+15\n", + " 2.42457045e+14 -8.35439313e+14 -1.88165267e+15 1.36536902e+15\n", + " 2.36110202e+15 -3.11646717e+14 2.25039318e+15 1.00722248e+15\n", + " -2.12201620e+15 3.18663290e+14 1.04431690e+15 -1.35734042e+15\n", + " -4.20335515e+14 -1.29490553e+15 1.36718464e+14 -9.39044831e+14\n", + " 8.82261976e+14 6.33659928e+14 1.06147942e+15 -3.92869430e+12\n", + " 2.23686342e+14 -6.71067410e+14 1.35878340e+15 4.66759485e+14\n", + " 1.58693198e+14 -4.28091729e+14 3.72362031e+14 -1.19911589e+15\n", + " 7.04707399e+13 -3.71664897e+14 9.79408485e+14 -7.21681042e+14\n", + " -1.51190693e+15 4.07439468e+14 -3.19559187e+15 6.25684257e+13\n", + " -6.02370093e+13 2.40220583e+14 7.16858988e+14 8.76610125e+14\n", + " 8.62540624e+14 1.03629212e+15 6.55189390e+14 -2.82402953e+13\n", + " -4.04514691e+14 1.53862991e+15 9.98975308e+14 -1.08853850e+15\n", + " 1.20306973e+15 7.71141212e+14 4.14361700e+14 3.56490973e+14\n", + " -2.77189852e+14 -1.61972391e+15 2.70006263e+14 1.52254936e+15\n", + " 1.14944015e+14 1.23518686e+15 5.66248114e+14 -1.80751082e+14\n", + " -2.01330930e+15 -1.07536455e+15 3.77304300e+14 -2.60921435e+14\n", + " 1.33117681e+14 1.25585455e+13 -1.35851397e+14 2.27780857e+14\n", + " -3.91155168e+14 -1.28514691e+15 -4.11039690e+14 -5.56636727e+14\n", + " -1.61852350e+14 1.26304903e+15 5.93192037e+13 -1.05896400e+14\n", + " -8.68954605e+14 1.47315235e+14 4.70377788e+14 3.40889701e+14\n", + " 3.49363864e+13 7.47028386e+13 3.68278458e+14 -9.31053110e+14\n", + " -6.47673080e+14 -3.43357399e+14 -1.44126665e+14 -9.74795605e+14\n", + " -7.19403427e+14 -9.89298665e+14 6.20501998e+14 3.25488912e+14\n", + " -2.97829962e+14 4.36908377e+14 1.00119696e+15 -9.17604364e+13\n", + " 1.15543960e+15 2.16255803e+14 -6.39739874e+13 2.52242491e+14]\n", + "Found 2072 total galaxies in catalog for cluster 10146\n", + "[-8.16437221e+14 -1.30462868e+15 -8.55348742e+14 ... -9.44357198e+14\n", + " 1.17540428e+15 -5.13587247e+14]\n", + "Found 2695 total galaxies in catalog for cluster 14476\n", + "[-1.49188377e+14 2.71529167e+15 3.94872742e+15 ... -1.38469383e+15\n", + " -1.34403821e+14 1.65845973e+14]\n", + "Found 119 total galaxies in catalog for cluster 8395\n", + "[ 4.53875001e+14 -1.23858503e+15 -9.87282188e+14 -8.65784735e+14\n", + " 3.88474540e+15 -4.02161651e+15 2.21151177e+15 -1.02550476e+15\n", + " 7.61972248e+13 -1.02902611e+15 3.06934342e+15 -2.86667066e+14\n", + " 4.49518834e+15 3.02069083e+15 -2.17453279e+15 -8.86022454e+13\n", + " 3.22209532e+15 -3.94714615e+15 1.27291920e+15 -7.33939173e+13\n", + " 3.83981389e+15 -6.94684125e+14 1.76249681e+15 -4.75948567e+14\n", + " 1.56555055e+15 3.28141623e+15 2.02867731e+15 -1.06765473e+15\n", + " -2.40198595e+15 -1.07023521e+15 6.16069286e+14 -4.91250258e+14\n", + " 6.53787024e+14 2.68719601e+14 -2.76270304e+15 -1.05086979e+15\n", + " 2.43827232e+14 -4.70245910e+14 -4.63767300e+14 1.70181313e+14\n", + " -2.99736419e+15 2.99151310e+14 8.15678959e+13 5.93999889e+14\n", + " -1.11183581e+15 3.63989203e+15 2.60098811e+15 1.24945744e+15\n", + " -3.15225544e+15 -9.70663343e+14 -4.90229659e+15 -7.10062623e+14\n", + " -3.44156101e+13 -4.92752829e+14 1.65789891e+15 1.57414343e+14\n", + " 1.61997659e+15 -3.36197780e+14 1.63035750e+15 -1.64395175e+15\n", + " -2.68790764e+15 -8.95426152e+14 -1.74272170e+15 -1.54778281e+15\n", + " 2.43253315e+15 2.23518737e+15 3.30049775e+15 1.96208753e+15\n", + " -1.03506345e+14 7.13961348e+13 -4.12904554e+15 5.23462063e+14\n", + " 1.88008797e+15 4.18636276e+14 -1.83768549e+15 5.35818653e+14\n", + " -4.21312888e+14 -2.62253559e+15 -1.10876130e+15 8.62308983e+14\n", + " 1.09755202e+15 5.20641321e+14 -1.41712940e+15 1.86131552e+15\n", + " 4.33414023e+15 2.22375983e+15 -1.04556212e+15 -2.76133599e+15\n", + " -6.00585525e+14 -1.48840287e+14 1.27115438e+15 -3.03969696e+15\n", + " -1.30091267e+15 -1.14593521e+15 2.40226119e+15 -2.59377541e+12\n", + " -2.29281196e+15 -6.38229566e+15 -2.26973170e+15 -2.03309281e+15\n", + " -7.02129931e+14 -1.74105869e+15 -2.28003544e+15 -6.18803395e+14\n", + " 2.83235573e+15 -3.38237072e+14 2.41860060e+15 -1.58428754e+15\n", + " 1.09519475e+15 -9.72532406e+14 -1.09367022e+15 3.05060595e+14\n", + " 8.64935027e+14 -1.19442014e+15 2.19029886e+14 2.88628836e+14\n", + " 2.36864595e+14 1.40396366e+15 4.82791105e+13]\n", + "Found 3612 total galaxies in catalog for cluster 16657\n", + "[-2.17725923e+15 -1.16750706e+15 -2.85590454e+15 ... 2.26005148e+13\n", + " -4.92417004e+14 -5.60669353e+14]\n", + "Found 2732 total galaxies in catalog for cluster 13039\n", + "[-2.90981308e+15 1.87069973e+15 4.10177497e+14 ... 6.89724844e+14\n", + " 7.90522998e+14 9.40524713e+14]\n", + "Found 2714 total galaxies in catalog for cluster 15382\n", + "[ 1.47818379e+15 -2.41636882e+15 -2.46170016e+15 ... 4.42426728e+14\n", + " 2.08263868e+13 -3.23203672e+14]\n", + "Found 1343 total galaxies in catalog for cluster 17011\n", + "[-1.25403142e+15 -2.08500662e+15 -2.31812709e+15 ... -1.91565487e+14\n", + " -1.58434640e+14 5.22007185e+14]\n", + "Found 6019 total galaxies in catalog for cluster 8523\n", + "[ 3.51938929e+15 6.43269036e+14 1.11640860e+15 ... 5.61544289e+14\n", + " 2.04873661e+14 -3.01420189e+14]\n", + "Found 1038 total galaxies in catalog for cluster 11300\n", + "[ 3.04645753e+15 2.05269775e+15 -2.99115596e+15 ... 1.50529574e+15\n", + " -5.61595715e+14 -1.26378865e+13]\n", + "Found 6292 total galaxies in catalog for cluster 17462\n", + "[-2.17195034e+15 -1.86146695e+15 3.90145855e+14 ... 3.71105397e+14\n", + " -2.40313755e+13 2.87933609e+14]\n", + "Found 1520 total galaxies in catalog for cluster 13025\n", + "[-1.45825817e+15 -2.49161191e+15 -1.22299287e+15 ... -4.10609107e+14\n", + " 1.27612757e+14 -6.56920107e+14]\n", + "Found 2090 total galaxies in catalog for cluster 21385\n", + "[ 7.98406172e+15 -3.94685504e+14 3.00031821e+14 ... -7.85945086e+14\n", + " 5.94093371e+14 -2.66124074e+14]\n", + "Found 2591 total galaxies in catalog for cluster 20888\n", + "[ 2.78334585e+15 -4.60573483e+13 -7.01669475e+14 ... -8.55590134e+14\n", + " 1.95762544e+14 1.59128639e+14]\n", + "Found 3139 total galaxies in catalog for cluster 21815\n", + "[ 5.58671252e+14 -1.74314505e+14 8.05977964e+14 ... -2.74973235e+14\n", + " 2.86697717e+14 4.16313103e+14]\n", + "Found 528 total galaxies in catalog for cluster 7594\n", + "[ 7.74739874e+14 4.69310523e+15 -4.46591269e+14 -3.92152082e+14\n", + " -9.94229644e+14 5.68597985e+14 -2.33601669e+15 2.38158082e+15\n", + " -5.55395001e+14 6.62833908e+15 1.87767147e+15 -1.02094730e+15\n", + " 5.09409818e+14 7.10102530e+14 9.51740440e+15 6.14358899e+15\n", + " 8.88028646e+13 -2.86540046e+15 2.76999337e+15 4.02714766e+14\n", + " 1.42272368e+15 -9.81711677e+14 4.78856947e+14 -8.48664890e+14\n", + " -8.85464888e+14 -1.00906063e+15 1.64428023e+15 5.36817367e+14\n", + " 6.98372551e+13 7.94654154e+14 -2.45006496e+15 -7.75117563e+15\n", + " 2.40993981e+15 3.32673662e+15 -2.24435293e+15 -2.84799187e+14\n", + " -2.72402421e+15 -1.21492158e+15 -2.29131307e+15 3.04040815e+15\n", + " 1.23560045e+15 -6.71476303e+14 4.50834714e+14 3.38756283e+15\n", + " -5.57864060e+15 -2.40306288e+15 -1.21316620e+15 -4.89626453e+15\n", + " 6.17904106e+14 1.43242045e+14 3.04908589e+15 2.49681424e+15\n", + " -1.97960406e+15 -4.16861089e+15 -5.06622049e+15 -4.92800027e+14\n", + " 6.91154321e+14 7.84977661e+14 -1.28530522e+15 -4.15714135e+15\n", + " -6.30133311e+14 -7.03778586e+14 -5.69077414e+15 3.23799208e+15\n", + " -2.89213589e+15 -5.50135326e+15 1.03727594e+16 -6.35134436e+15\n", + " 3.27212973e+13 -3.55058867e+14 5.15288717e+14 2.16339725e+15\n", + " 1.97873232e+14 6.41115797e+14 6.81109662e+15 8.00147625e+13\n", + " -1.46184369e+15 -1.02972814e+15 -2.64462610e+15 -3.70229583e+14\n", + " -3.08658586e+15 6.29809557e+15 -3.06974389e+14 -2.32168509e+15\n", + " -2.53885751e+15 2.25444238e+15 7.17597763e+15 -3.55150080e+15\n", + " 1.21761685e+14 -3.70194588e+15 -9.56246057e+14 3.24226091e+15\n", + " 3.21117674e+15 3.49164200e+15 4.41064517e+14 -1.97813408e+15\n", + " -3.50098016e+15 8.73432442e+14 -5.30080298e+15 5.39951905e+15\n", + " 2.38805857e+15 1.63450264e+15 -9.50372311e+14 3.40572943e+14\n", + " -3.77431017e+15 -1.69732197e+14 -8.41495916e+13 1.89866094e+15\n", + " -3.09934692e+15 1.44732330e+15 -4.67371046e+15 8.25601976e+14\n", + " -1.60202989e+15 -1.90796909e+15 2.27924885e+15 -2.65385572e+15\n", + " 2.10742480e+15 -7.71816630e+14 7.98760160e+14 2.14339532e+15\n", + " 2.53185116e+15 -8.59793603e+14 -2.03235494e+15 8.44304232e+14\n", + " 1.15582919e+15 -4.98922957e+15 5.41521091e+15 -1.36474247e+15\n", + " 1.96905574e+15 1.91492502e+15 -2.23810638e+14 1.08302797e+15\n", + " 9.23467189e+14 -6.61020049e+15 -4.11341184e+15 -1.57604619e+13\n", + " -6.89488079e+15 -2.19433144e+14 -9.03720194e+14 4.43231824e+14\n", + " -1.25857628e+15 -2.39388492e+15 -1.40600857e+15 -1.84942641e+15\n", + " 3.49877405e+14 -1.65283434e+15 -1.24546863e+14 -1.43534499e+15\n", + " 6.02464957e+15 -1.42371568e+15 5.65060318e+14 -1.49977105e+15\n", + " -1.62982117e+14 -5.05916295e+14 4.63665727e+15 2.54758049e+15\n", + " 2.84778647e+15 1.68553378e+16 -1.50853773e+15 3.15459958e+15\n", + " -2.30894768e+15 9.32214365e+14 -1.27704793e+15 -2.08418086e+15\n", + " 1.00651130e+14 -3.58064242e+15 2.12135283e+13 5.39882848e+15\n", + " 2.19299140e+15 2.90425293e+14 -1.95279908e+15 1.75892689e+14\n", + " 1.97146151e+15 -1.02402209e+15 -8.16431587e+14 5.26767593e+14\n", + " 3.13394814e+14 -1.84613340e+15 2.07543158e+15 -1.07343037e+14\n", + " -1.76530578e+15 1.56063528e+15 -6.11826203e+15 -4.86123435e+14\n", + " 2.72930140e+14 -5.38353198e+14 -2.57114239e+14 -3.58114631e+15\n", + " 2.34140021e+15 2.39909253e+15 -2.57712418e+15 1.42253355e+15\n", + " 1.18663412e+15 -1.97891937e+14 -1.98035917e+15 6.91948182e+15\n", + " -5.66605779e+14 3.05614001e+14 -3.42613043e+14 3.67875781e+15\n", + " -3.07224488e+15 1.61924614e+15 -9.31138893e+14 1.76899970e+14\n", + " -1.73855686e+15 4.10818165e+14 7.41034810e+15 8.67107215e+14\n", + " 8.14087629e+14 -1.98333039e+15 5.45397443e+14 -1.35501402e+15\n", + " 7.29060390e+14 -2.88231574e+14 -1.26154209e+15 5.99586102e+14\n", + " -5.27566036e+15 -9.10979642e+14 1.45487909e+15 -2.35914881e+14\n", + " -1.16280631e+15 1.05667354e+15 1.84806146e+15 -5.70916540e+14\n", + " -1.72479500e+15 6.23759365e+14 -2.13920707e+15 1.18052147e+14\n", + " 1.08392809e+15 4.72531169e+13 1.39851633e+15 -1.43873629e+15\n", + " 1.93680919e+15 4.97309877e+14 4.70354899e+14 -2.15542972e+14\n", + " -8.47633835e+14 1.24960148e+15 -9.29061122e+14 1.79664482e+15\n", + " 8.92613428e+14 -6.10868181e+13 -1.46486672e+14 -1.96041922e+15\n", + " -2.05452891e+15 2.60270237e+14 6.31633636e+14 -1.60943491e+14\n", + " -1.64643006e+14 2.85391302e+14 8.79683733e+14 -8.51143511e+14\n", + " -1.31588028e+15 1.77188319e+14 -9.94130423e+14 -6.49824155e+14\n", + " 8.74740297e+12 -1.40403637e+15 1.68247899e+15 -2.71262392e+15\n", + " -5.28759993e+15 9.28470268e+14 -2.79027550e+15 -1.47870298e+15\n", + " -3.59833586e+15 1.71078945e+15 1.12100126e+15 1.80890347e+15\n", + " -6.89702276e+14 1.48686563e+15 -1.36927000e+15 8.87207793e+14\n", + " 1.16012171e+15 9.05814522e+14 -2.29723993e+15 -2.73376649e+15\n", + " 1.61270554e+15 -1.13766747e+15 8.92330991e+14 2.57895148e+15\n", + " -3.20178842e+15 1.12997036e+15 -4.04212355e+14 5.16045014e+14\n", + " -1.19691707e+14 4.16578414e+14 1.39813798e+14 -9.83050412e+14\n", + " 2.18928549e+14 3.48729741e+15 1.63308084e+14 1.23140723e+15\n", + " -4.99728181e+14 4.82736018e+13 1.98040197e+15 2.43998062e+14\n", + " 1.84845162e+14 -3.80273113e+14 1.70902163e+15 2.06692744e+15\n", + " 1.71842717e+15 2.04792134e+15 -3.14072923e+14 1.96240622e+15\n", + " -2.04452495e+15 -2.70734466e+14 2.61229938e+15 2.44674023e+14\n", + " -1.20074445e+14 -8.27614186e+14 1.95680662e+15 2.18497201e+15\n", + " -2.02481235e+15 4.53684445e+15 -3.01397939e+15 1.42541678e+15\n", + " -1.33904059e+15 -1.50142540e+15 -6.29320825e+15 3.50479776e+15\n", + " -2.54739395e+14 8.83331542e+14 -2.02626873e+15 1.65651444e+14\n", + " -1.24854472e+15 -1.06610120e+15 -2.34193925e+15 -5.70133314e+14\n", + " 6.81814088e+14 -5.81126302e+15 -1.33654888e+14 -1.69228937e+15\n", + " -5.57504053e+14 2.37925890e+14 -1.12234370e+15 7.64453203e+13\n", + " 6.43654615e+14 -1.46997325e+15 1.82126602e+13 2.20033968e+15\n", + " -9.14866662e+14 2.80849921e+15 1.16491049e+15 1.03440140e+15\n", + " 2.57287226e+14 -1.54120602e+15 -4.35891029e+13 4.02172514e+14\n", + " -8.69097353e+14 -1.85473751e+15 -2.63384228e+15 1.34018116e+15\n", + " 2.99754790e+15 -2.49980463e+14 -2.36785358e+15 7.11122232e+14\n", + " 1.89179528e+15 2.00819134e+15 1.37960440e+14 1.51701568e+15\n", + " -1.92770715e+15 4.10631557e+14 3.46043004e+14 1.69152175e+14\n", + " 3.89419811e+14 1.06695175e+15 1.62679198e+15 -9.73860116e+14\n", + " 1.48862105e+15 -1.39689166e+15 -1.13745263e+15 -2.76090696e+15\n", + " -1.69952623e+15 3.29220361e+14 1.11470510e+14 1.47960391e+15\n", + " 2.57797335e+15 -1.03471201e+15 3.18586314e+15 1.76711847e+15\n", + " -9.37156743e+14 6.91221736e+14 3.08569948e+15 4.08267323e+15\n", + " -1.01311476e+15 -9.55843840e+13 2.28465291e+14 -1.09408693e+15\n", + " -6.17789055e+14 -3.80693629e+15 2.21224140e+15 -7.88212931e+13\n", + " -2.29870571e+15 -4.17648047e+14 3.02734636e+14 3.19516015e+14\n", + " -4.49057184e+14 1.52144297e+15 -1.61268497e+15 -8.94975563e+13\n", + " -1.64288008e+15 1.85463452e+15 1.09298191e+15 1.57385277e+14\n", + " 1.56964556e+14 -5.39989926e+14 1.29529997e+15 -7.75280446e+14\n", + " -1.33996309e+15 3.00617134e+15 -1.09880632e+14 -1.24740596e+14\n", + " 2.04867603e+14 -6.72736369e+14 -1.91203727e+15 3.75932105e+15\n", + " -1.57818626e+15 9.03719798e+14 2.62949035e+15 -3.18833484e+15\n", + " -6.54174775e+14 1.28062858e+15 8.51972752e+13 -2.88063030e+14\n", + " -3.23617697e+15 -2.20739864e+15 -2.59761488e+15 1.23977167e+15\n", + " 3.30726272e+13 2.18688550e+15 -5.59028224e+14 -1.13513318e+15\n", + " 1.01070947e+15 -1.36299594e+15 2.05371549e+15 1.87976236e+15\n", + " 6.73077764e+14 -5.38051338e+14 1.56336662e+15 -1.40951248e+15\n", + " 1.59946062e+13 3.17232151e+14 2.69873810e+15 -5.15273102e+14\n", + " 3.98923456e+14 4.06575020e+14 -2.21291106e+15 -2.75839109e+15\n", + " -1.04597581e+14 1.08455897e+14 4.26979586e+14 3.64787026e+14\n", + " 1.32457652e+15 7.66586686e+14 3.49577310e+14 -3.78517494e+14\n", + " -1.88596104e+15 1.05693307e+15 -3.07066795e+15 -1.14960169e+15\n", + " -3.30035945e+14 -1.38207224e+15 -3.39084275e+14 -2.16488395e+15\n", + " -4.03519552e+14 -1.61110123e+15 -2.78172331e+15 -3.12013306e+14\n", + " -2.49582947e+14 -3.11931462e+15 6.67531650e+14 -5.49742701e+14\n", + " -1.86700356e+15 -3.54010107e+15 1.19131818e+15 -3.78285119e+15\n", + " -3.06954498e+14 -1.12644013e+15 2.20028694e+14 -9.34143731e+14\n", + " 2.01167723e+15 3.94225137e+14 -1.65161378e+15 3.95932330e+14\n", + " 3.96088893e+14 -2.19599165e+14 1.48483445e+15 -4.92253770e+14\n", + " 2.77991418e+14 -2.31998710e+14 4.82810370e+14 -5.84451643e+14\n", + " 1.71807264e+15 -1.16374049e+15 -8.78075249e+14 -8.80850962e+14\n", + " 4.97513285e+14 -1.54342650e+15 7.78581093e+14 2.63250019e+15\n", + " 1.18313869e+14 -3.14614536e+15 2.18879241e+14 4.29510297e+14\n", + " -1.26014827e+15 1.55236884e+15 -1.87732166e+15 -6.13424482e+14\n", + " -5.20354692e+14 -1.15451740e+15 -3.20087954e+14 -9.97652854e+14\n", + " 2.48246413e+14 -5.07914601e+14 -8.09572689e+14 -4.12331024e+14\n", + " 9.11963698e+14 1.36996296e+15 8.67058322e+14 1.59072024e+14\n", + " -3.77858364e+14 -2.43651641e+14 -1.55696539e+15 1.88356894e+14\n", + " -9.40463738e+14 9.70412515e+14 1.34660035e+15 7.40251342e+14]\n", + "Found 363 total galaxies in catalog for cluster 21425\n", + "[ 2.35826638e+14 -4.23888659e+15 -2.17077980e+15 6.96261773e+14\n", + " -5.13287140e+14 -2.08500305e+15 5.36977969e+14 3.13187200e+15\n", + " -5.09342535e+15 -3.44524238e+14 5.49973280e+14 -5.29004319e+14\n", + " -3.05823154e+15 -6.96457207e+15 -9.63965429e+14 -4.19546781e+15\n", + " -5.45046123e+15 1.56967569e+15 -4.02793560e+14 -3.21822285e+15\n", + " 3.30900131e+15 -1.32978447e+14 -5.33224785e+15 -1.11679206e+15\n", + " 1.07469923e+16 -5.15744697e+14 2.10933498e+15 1.48975836e+15\n", + " 9.94760488e+14 -1.45298494e+15 -1.84314602e+15 -1.75899829e+15\n", + " -1.58420655e+14 -4.82307528e+15 -5.15218030e+14 -8.96567470e+14\n", + " 3.45100879e+14 2.12460366e+15 6.03730873e+15 7.09369045e+14\n", + " 4.86160954e+15 -1.31574478e+15 4.70679554e+14 3.28935583e+15\n", + " 2.43672512e+15 -5.24899656e+14 2.53932719e+15 5.48214178e+15\n", + " 4.97168855e+14 -1.62734301e+14 -3.19210224e+15 -1.66520641e+15\n", + " -2.23202656e+14 4.13187046e+15 -5.98912892e+15 3.34219937e+14\n", + " -2.03927874e+15 -6.34561774e+15 3.93694792e+14 1.75420633e+15\n", + " 2.13788778e+15 1.51706783e+15 -1.97345893e+14 5.64066815e+15\n", + " -1.34857520e+15 4.48119812e+15 2.50549606e+15 -5.04741936e+14\n", + " 2.44056819e+15 2.15690618e+15 1.33041089e+15 -5.37471274e+14\n", + " 1.55363907e+15 -4.57032755e+15 -1.63912636e+15 5.22442706e+15\n", + " 9.66642046e+13 -4.62731638e+14 -1.18257929e+15 2.33318846e+15\n", + " -5.83251096e+14 1.92896360e+15 1.00827873e+15 -1.95049000e+15\n", + " 5.70167047e+14 -2.46949753e+15 -1.76645604e+15 1.78270922e+15\n", + " 4.71322090e+13 -3.60224236e+15 2.31496506e+15 2.31377138e+14\n", + " 4.87722467e+13 -1.01147115e+15 4.47035655e+15 -7.86224203e+14\n", + " 1.51115877e+15 -3.12801302e+14 1.40610333e+15 -1.25253101e+14\n", + " 4.13364491e+14 -2.13619844e+14 4.86304092e+14 -2.44997908e+15\n", + " 7.76531188e+14 -1.00137377e+14 1.68964440e+15 5.44419406e+13\n", + " -2.15093950e+15 -7.79757698e+14 4.02460088e+14 -1.41348704e+16\n", + " -2.93329760e+15 1.55577457e+15 -2.49774560e+15 -3.22076536e+14\n", + " 2.62730409e+15 -2.13391273e+14 -1.09015679e+15 7.50478449e+14\n", + " -1.21668350e+15 3.64944090e+15 2.53519278e+15 -2.80506003e+14\n", + " -1.17295707e+15 3.48617160e+15 1.58042044e+15 7.54576992e+14\n", + " 2.14133185e+15 -1.49902078e+15 2.52831126e+14 1.63046200e+15\n", + " 2.50447376e+15 1.61024732e+15 1.35845450e+15 2.83871082e+15\n", + " -2.50348451e+14 -1.17321874e+15 3.10814915e+15 9.93929066e+14\n", + " -1.99932280e+15 -8.69728249e+14 3.48875044e+14 4.01272150e+14\n", + " 1.53927933e+15 7.89141687e+14 1.46024473e+15 5.06010274e+14\n", + " -8.85970917e+14 -1.73067676e+14 3.48522956e+15 -1.57831806e+15\n", + " 6.66471459e+14 -4.30017820e+14 -6.54261078e+14 1.26584293e+15\n", + " 1.74500288e+15 8.50828642e+14 1.40450436e+15 -5.56919213e+14\n", + " -3.87936268e+14 -7.70118072e+14 -3.54502320e+14 1.41881348e+15\n", + " -1.73888305e+15 -1.22502073e+15 2.39991377e+14 7.66780122e+14\n", + " -1.43978114e+15 -3.46383775e+14 6.23482920e+14 -3.10138056e+15\n", + " -7.54843122e+14 1.87260012e+14 -1.56642296e+14 5.51426959e+14\n", + " 7.75010478e+14 1.09845581e+15 -6.48547363e+14 -2.23227844e+15\n", + " 5.11119526e+13 -8.77540484e+14 5.31995804e+15 4.94693502e+14\n", + " 3.26913402e+15 2.07829993e+15 -9.44494390e+14 6.36597029e+14\n", + " -3.10888295e+15 3.66734209e+15 -5.51192250e+14 -4.26979016e+14\n", + " -7.43862223e+14 -1.98117193e+15 -1.49457051e+15 -2.46607516e+15\n", + " -1.46622310e+15 -9.15791926e+14 1.40120393e+15 1.77290233e+15\n", + " 5.22822391e+13 1.18177317e+15 2.06066968e+14 1.93544460e+14\n", + " 1.10084380e+15 -1.22686760e+14 1.11157335e+15 1.69595282e+14\n", + " -4.80157988e+14 5.41317472e+13 -9.80075629e+14 -3.51599032e+14\n", + " 1.02775763e+14 -1.85286153e+15 -1.54898297e+15 -1.83186885e+15\n", + " -4.63967018e+14 -2.45332602e+14 -2.43325344e+15 -2.26763404e+15\n", + " 1.84691717e+15 3.02799402e+15 1.21721018e+15 8.47747480e+14\n", + " 3.53126680e+14 -5.74709576e+14 2.84860783e+15 5.77473675e+14\n", + " 6.94218907e+14 2.55183024e+15 -2.58288028e+14 1.25117538e+15\n", + " 5.41192328e+14 -1.63057021e+15 1.93632951e+15 1.79959215e+15\n", + " -9.81347599e+14 -7.02816649e+14 -1.88601483e+15 -1.36252870e+15\n", + " -1.47445116e+15 8.56819458e+14 3.11771666e+13 1.58939736e+15\n", + " 5.21624463e+14 5.40989980e+15 3.45759606e+14 2.68914281e+15\n", + " 9.58372353e+14 1.14030752e+15 -3.96432579e+14 4.11275103e+15\n", + " 3.34406673e+13 4.52643992e+15 -2.04889133e+15 -1.35330665e+15\n", + " 1.69762731e+15 1.10197976e+15 8.35820311e+14 -1.58432943e+15\n", + " 2.62201105e+15 1.57215181e+15 -5.88475584e+14 -1.64915696e+14\n", + " -1.44754297e+15 9.00655237e+14 -1.65185013e+15 1.71748294e+15\n", + " -4.01656646e+14 7.70261460e+14 3.88793129e+15 8.31976914e+14\n", + " -2.55801395e+15 3.11069218e+15 1.15232562e+15 1.47611616e+15\n", + " -1.65129276e+14 1.63771727e+15 -1.19045239e+15 9.01331874e+13\n", + " -2.58948598e+15 -1.49218728e+15 9.41970833e+14 5.38473991e+14\n", + " 9.05580556e+13 -2.04558729e+15 -6.99218405e+14 1.63933944e+14\n", + " -1.13883225e+15 3.09133669e+15 -3.93805195e+14 -1.12691406e+15\n", + " -2.85699164e+14 -6.51463860e+14 2.41359595e+15 8.74352717e+14\n", + " -9.74625912e+14 -2.66891188e+14 2.83925521e+15 -6.43100101e+14\n", + " -1.85627368e+15 -4.84115225e+14 -2.20869337e+15 -1.51144824e+15\n", + " -2.72380607e+15 2.90669322e+15 -7.97060346e+13 7.18894912e+14\n", + " 4.87003423e+14 1.99907703e+15 1.93475267e+15 1.28089072e+15\n", + " 1.77157860e+15 3.51727769e+14 1.04772730e+15 -1.75705371e+15\n", + " -3.74015761e+14 -3.02571127e+14 4.41173545e+15 9.57602099e+14\n", + " -1.36068167e+15 6.44419471e+14 -8.75994063e+14 -4.07001974e+14\n", + " 2.05001081e+15 3.18532279e+14 2.41883360e+15 3.44598755e+14\n", + " 1.83637702e+13 4.16892159e+14 -6.72039031e+14 -1.02763118e+15\n", + " -2.23185595e+15 1.57637881e+15 -4.96274126e+14 -4.02987857e+14\n", + " -3.99319175e+13 -2.33841441e+14 1.01014340e+14 -6.30023126e+14\n", + " -9.67075569e+14 -1.81478679e+15 -5.64999858e+14 -1.70581301e+14\n", + " 1.25391018e+15 -3.11708604e+14 1.03296601e+15 3.02289323e+15\n", + " -5.70588532e+14 -6.51599493e+14 -1.41748505e+15 4.33130790e+14\n", + " -2.37155754e+15 -6.96141457e+14 1.50695885e+14 1.12601699e+15\n", + " 2.76838125e+14 -2.69529812e+14 1.42498805e+15 4.07203349e+14\n", + " -2.19449665e+14 -1.09715762e+15 -6.42083863e+14]\n", + "Found 7786 total galaxies in catalog for cluster 30553\n", + "[-2.00038808e+15 -1.61432167e+15 -4.27233604e+14 ... 1.23490548e+15\n", + " 5.23307589e+14 -4.09167959e+14]\n", + "Found 1777 total galaxies in catalog for cluster 11651\n", + "[-5.07091138e+14 1.54531258e+15 -4.27403478e+14 ... -4.22919088e+14\n", + " 7.86431363e+14 -3.65456810e+14]\n", + "Found 2526 total galaxies in catalog for cluster 27728\n", + "[ 1.20300936e+15 7.58824966e+14 1.55598455e+15 ... -6.60988443e+14\n", + " -5.18842165e+14 -5.14115941e+14]\n", + "Found 2665 total galaxies in catalog for cluster 30757\n", + "[1.19098068e+15 3.09320332e+14 1.82900278e+15 ... 1.29979633e+12\n", + " 5.18837261e+13 3.16407664e+14]\n", + "Found 5370 total galaxies in catalog for cluster 32634\n", + "[-4.63561677e+14 4.65507674e+14 8.81484145e+14 ... 8.22746549e+14\n", + " -1.12974491e+15 -3.84659016e+14]\n", + "Found 3080 total galaxies in catalog for cluster 33429\n", + "[ 1.29281734e+15 2.68602323e+14 -1.41552024e+15 ... -1.38007526e+15\n", + " 5.42277393e+14 -1.38988568e+14]\n", + "Found 1942 total galaxies in catalog for cluster 15656\n", + "[ 9.75905244e+13 -6.57837207e+14 -8.08925941e+14 ... -7.91254452e+14\n", + " 1.25502312e+15 -5.55726150e+14]\n", + "Found 662 total galaxies in catalog for cluster 29784\n", + "[-8.50512752e+14 -2.29020804e+14 7.76015830e+14 -2.67040069e+15\n", + " 2.45687303e+15 8.47445496e+13 2.61491092e+15 3.91169063e+15\n", + " 1.81528636e+15 -1.97947119e+15 -1.80897464e+15 -1.58805551e+15\n", + " 3.85653393e+15 2.70017475e+13 -8.27354675e+14 1.28854653e+15\n", + " 2.03091673e+15 -2.76585739e+15 3.26146805e+15 1.43247339e+15\n", + " 1.70539434e+14 7.30394772e+14 -4.41764765e+14 -4.62855543e+14\n", + " -1.99540155e+15 2.22333372e+15 5.09725295e+15 1.57862329e+15\n", + " 3.04618225e+15 1.34272299e+15 -1.02564876e+15 -3.14863272e+15\n", + " -2.66096785e+15 4.70144237e+15 -2.95120540e+14 4.93281595e+14\n", + " 3.08458581e+15 -1.94493839e+14 -5.23917599e+15 -2.33240984e+15\n", + " -9.38191192e+14 2.18242921e+15 -2.92176544e+15 3.11048883e+15\n", + " 1.46179708e+15 1.83340712e+15 -6.47379065e+14 -1.38110940e+15\n", + " 2.36694878e+15 6.17819322e+15 -2.99431202e+15 8.06277827e+14\n", + " 8.33472836e+14 3.24603028e+15 2.13955225e+15 -2.68329968e+15\n", + " 9.62494485e+14 3.06418479e+15 3.92719947e+15 -1.03528574e+15\n", + " -3.54521325e+15 -2.80686620e+14 -2.80854024e+15 -2.05790812e+15\n", + " -1.62211695e+14 8.34678300e+14 -1.16005307e+15 -1.40479937e+15\n", + " -5.31280369e+15 -1.42038241e+15 -2.06778150e+15 -2.93450259e+15\n", + " -5.53983686e+15 5.47874501e+13 -1.31373691e+15 2.79181148e+14\n", + " 1.44886641e+15 1.36453637e+15 -7.45200336e+14 2.32533612e+15\n", + " -2.49475076e+14 -3.03545813e+15 -7.05411802e+15 -1.93727075e+15\n", + " -6.22802135e+14 -1.25652087e+15 -3.73663098e+15 -2.03656640e+15\n", + " -1.39114237e+14 6.02747706e+14 -2.70618035e+15 -4.59602722e+14\n", + " 3.28431595e+14 8.45596663e+13 -1.32704836e+15 -3.31782837e+15\n", + " 1.42827214e+15 1.90039911e+15 -3.70510620e+15 -1.03379261e+15\n", + " 1.87033066e+15 -7.49047339e+14 -1.80890103e+15 6.17624072e+14\n", + " 9.53750641e+13 6.31106825e+13 1.58763973e+15 3.19900651e+14\n", + " 1.84081474e+15 -7.06110567e+14 -5.03974574e+13 2.03821509e+15\n", + " 2.14779600e+15 -7.29078490e+15 2.62141557e+15 8.47661435e+14\n", + " -1.81391594e+15 -1.75216191e+14 -2.67518135e+15 -2.75425760e+14\n", + " 9.40503677e+14 -3.02473138e+15 -1.59631865e+15 -4.81683088e+14\n", + " 1.97922159e+15 4.20669232e+14 -5.56450440e+15 3.43953139e+14\n", + " -4.39486741e+14 4.22421995e+15 1.05220831e+15 1.41620536e+15\n", + " -1.77934428e+15 2.39846913e+15 2.31442772e+15 1.06626949e+15\n", + " 1.82730903e+15 -9.00695304e+14 1.28212293e+15 4.95121087e+14\n", + " -2.66897949e+14 -1.04127948e+15 2.62281255e+15 -8.61687561e+14\n", + " -2.86495872e+15 -2.31759147e+15 -9.86208242e+14 -3.95631734e+15\n", + " 1.28686620e+15 1.66402360e+15 1.29740599e+15 -4.36433336e+14\n", + " -1.60701944e+15 9.05240002e+14 5.19649843e+15 4.20916967e+15\n", + " -3.99197045e+15 6.17338923e+15 9.08392926e+14 1.32279092e+15\n", + " 1.72751730e+15 -2.46845481e+15 6.06051637e+14 6.88070750e+14\n", + " -1.18138141e+15 1.76259097e+14 -1.46050598e+15 2.44911050e+15\n", + " -7.74371989e+14 5.26459621e+14 1.27925171e+15 -1.29894408e+14\n", + " 3.15570841e+15 1.71858806e+15 3.13125129e+15 4.82612208e+13\n", + " 4.77852208e+15 3.79951528e+15 -1.70768772e+15 1.81669920e+15\n", + " 2.53547580e+15 -9.45336982e+13 1.38752565e+15 1.66822297e+14\n", + " 4.02556130e+14 -1.20013575e+15 2.49249256e+15 1.72903224e+15\n", + " -1.90559218e+14 -6.98829883e+14 2.93279644e+15 -1.27189098e+15\n", + " 1.18575191e+14 -7.47312386e+14 -7.22970318e+14 -4.87468622e+14\n", + " -2.60005271e+14 7.00965838e+14 6.45734322e+14 9.89822235e+14\n", + " 1.40595260e+15 -1.38009719e+15 4.20071518e+14 1.12355417e+15\n", + " -1.39907566e+14 -2.02440182e+15 -2.18293216e+15 1.70111130e+15\n", + " -2.98598925e+15 2.09496401e+15 -5.73894506e+14 -1.27944389e+15\n", + " -2.48875856e+15 -6.30436414e+14 -1.31438513e+15 -1.53064297e+15\n", + " -7.69574146e+14 7.61146169e+14 2.09948906e+14 -5.55957401e+15\n", + " -1.67119692e+15 2.69557128e+15 9.68268173e+14 1.84928838e+15\n", + " 9.29494622e+14 -4.32714295e+15 -1.45777059e+15 1.62930061e+15\n", + " -1.24487150e+15 -1.02970750e+15 -1.16358676e+15 -1.90796800e+15\n", + " 1.02473533e+15 2.36717445e+15 5.97641179e+14 -1.41080037e+15\n", + " 1.83656417e+15 2.11792596e+12 1.97004654e+15 1.81058421e+15\n", + " 4.88923503e+14 -1.25454453e+15 6.90373100e+14 1.19762345e+15\n", + " 9.77882219e+14 7.88826958e+14 7.07819476e+14 1.04617733e+15\n", + " -1.98358504e+15 -2.46698422e+15 1.85196222e+15 2.78599413e+15\n", + " -1.06751790e+15 8.93728197e+14 8.23931108e+14 7.83680059e+14\n", + " -1.60629860e+15 3.73465464e+15 2.94408802e+14 -2.54737692e+14\n", + " -2.37839339e+13 -2.29594248e+14 5.04111956e+14 5.28755853e+14\n", + " -2.38183128e+14 -6.29349915e+14 1.02437572e+15 -1.21155793e+15\n", + " 1.12721376e+15 8.12964284e+14 -3.52657034e+14 1.38292929e+15\n", + " -6.84705224e+14 2.30255424e+15 6.45768489e+14 -1.56766198e+15\n", + " 1.77575822e+15 -1.13524614e+15 2.20797990e+15 -7.10061241e+15\n", + " -1.89144189e+14 5.65846764e+14 -1.42391157e+15 -1.91783697e+15\n", + " -8.73653143e+14 -2.18305842e+15 2.93255789e+14 -1.21240270e+15\n", + " 3.53721501e+15 -2.80792461e+15 -8.48046757e+14 -2.12046888e+14\n", + " 1.18914314e+15 1.85980148e+15 3.34864358e+14 -6.94985927e+14\n", + " 2.14587378e+15 3.03612197e+13 5.52300569e+14 1.67922218e+15\n", + " -1.91078661e+14 2.33927357e+14 -2.58040508e+14 -1.20515782e+15\n", + " -8.53153693e+14 -3.64737552e+14 -1.37128076e+15 1.13272716e+15\n", + " -9.01464043e+14 2.09662682e+15 3.62352531e+15 9.91556675e+14\n", + " -2.59129614e+15 -4.97937840e+14 1.59426632e+14 3.15769478e+15\n", + " -6.38383406e+14 -7.70087339e+14 -6.18007335e+14 2.59466617e+14\n", + " -2.12238605e+15 -2.28321419e+14 -4.19911807e+15 -1.84735352e+15\n", + " 1.13104956e+15 -3.94717690e+14 -9.67687072e+14 -2.35843950e+15\n", + " 1.22083294e+15 -7.59398312e+14 -2.93637688e+14 -4.42563304e+14\n", + " 1.03938629e+15 8.88822058e+14 -6.83513889e+14 1.37786560e+15\n", + " -1.91648254e+15 8.76167296e+14 8.37963613e+14 1.17074876e+14\n", + " -1.04663561e+15 -5.59783703e+15 -1.11815631e+15 8.63844479e+14\n", + " -1.80009715e+15 -1.44428631e+14 -1.04089868e+15 -7.29433304e+14\n", + " -2.27319071e+14 9.92078350e+14 -6.36264446e+14 1.58602614e+14\n", + " -1.61909078e+15 -5.55958994e+15 6.99482173e+14 -6.44992461e+14\n", + " -3.95810094e+15 -1.46544651e+15 -1.09937652e+15 -4.42773975e+13\n", + " 5.66875090e+14 1.17549582e+15 7.95977918e+14 -3.22872539e+15\n", + " 3.81807744e+14 -1.74314660e+15 2.65108653e+15 3.83046840e+14\n", + " -8.98318916e+13 6.29920545e+14 3.93845755e+14 1.40628652e+15\n", + " 6.13071630e+15 2.77326700e+15 2.77825629e+15 1.95443936e+14\n", + " 1.38550127e+15 1.47308534e+15 1.52060174e+15 -3.10960587e+14\n", + " 9.74342528e+14 1.86325147e+15 -5.33388855e+14 -3.33133863e+14\n", + " 4.63926668e+14 7.45359338e+13 5.33093988e+14 -8.34570528e+14\n", + " -8.30241839e+14 2.55894571e+14 -1.79918638e+15 -1.03172387e+15\n", + " -1.54065964e+14 -1.54103875e+15 -2.77202641e+14 -1.22680645e+15\n", + " -2.03862260e+15 -3.99606205e+14 4.56632057e+14 8.67114638e+14\n", + " 5.29299845e+14 -4.84472117e+14 6.02239328e+14 2.07627615e+14\n", + " 6.01729354e+14 -1.04808304e+15 -2.98478447e+14 1.75062947e+15\n", + " 4.39124900e+15 8.10956526e+14 8.53300977e+14 -1.29265754e+14\n", + " -1.22490755e+15 -1.02621233e+14 -5.81440889e+14 2.73186228e+15\n", + " -4.12438217e+15 -1.90786070e+15 9.63368022e+14 4.20810367e+14\n", + " -1.15339567e+15 6.92341881e+14 7.51499119e+14 5.92175980e+13\n", + " 6.73335715e+14 -1.47205960e+15 2.36487650e+15 -3.71116632e+14\n", + " -5.33431138e+14 -3.16200031e+14 -1.86490785e+15 2.43050630e+15\n", + " -1.16080021e+15 2.78372867e+15 7.29518562e+14 -1.37568295e+15\n", + " -1.21212391e+15 -4.00061489e+14 -1.39312128e+15 1.06744422e+15\n", + " -1.30612994e+15 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-3.47150614e+14\n", + " 1.17770015e+15 1.21339059e+14 -1.83825490e+15 -3.98446634e+14\n", + " -3.94066142e+14 4.55836339e+14 -5.32424911e+14 -3.47765670e+15\n", + " -3.35025625e+13 2.54067028e+15 1.05467149e+15 -2.55367194e+15\n", + " -7.57102818e+14 3.80395531e+14 2.78215767e+13 -8.58930356e+14\n", + " -2.48192760e+14 5.11486438e+14 -9.30191835e+14 1.64740723e+14\n", + " -2.19347557e+14 1.50023922e+15 8.74951846e+14 -1.05696865e+15\n", + " 1.73007094e+15 -2.08612301e+14 2.25761681e+15 -4.06771744e+14\n", + " 6.57212084e+14 -9.23208835e+14 -1.06091338e+15 1.14228905e+15\n", + " -1.59986462e+15 4.08258823e+14 3.29265574e+15 8.66688911e+14\n", + " -2.19653043e+15 -7.13892817e+14 -1.56864462e+15 7.12242861e+14\n", + " 4.26527259e+14 1.17931383e+15 -6.53140991e+13 -1.82239744e+14\n", + " 1.53275667e+14 -2.49549124e+13 -4.63217341e+14 1.63463547e+15\n", + " -2.87296277e+14 5.42365718e+14 2.83014491e+14 -7.99552553e+14\n", + " 9.07901033e+14 -1.58912427e+15 3.32480089e+14 1.64538614e+15\n", + " 1.71498541e+15 6.74061940e+14 -9.39035935e+14 -1.87748192e+14\n", + " -2.63895140e+14 8.71708544e+14 1.77881758e+14 1.19920376e+15\n", + " -4.27257319e+14 -8.18762137e+14 1.31489324e+14 2.36242051e+14\n", + " -1.90983882e+13 -7.49211556e+14 2.70481878e+15 -1.42821721e+14\n", + " -6.30138602e+14 -1.13860613e+15 1.98427517e+15 1.27806746e+15\n", + " 6.09035169e+14 -9.28328079e+14 -7.62158056e+13 -7.37199587e+12\n", + " 7.92389463e+14 -4.98954075e+14 8.56232497e+14 4.03736149e+14\n", + " 4.70541739e+14 -5.46980410e+14 -1.06258224e+15 1.11084119e+15\n", + " 1.76051289e+14 8.15891264e+13 2.05121412e+14 -1.99232117e+15\n", + " -1.47954708e+15 -1.18599281e+15 4.52577591e+14 2.75535583e+14\n", + " -2.22478581e+14 -5.43565293e+14 4.47891853e+14 1.00218191e+15\n", + " 1.16159555e+15 -1.13911713e+14 6.35281077e+14 3.60183290e+14\n", + " 7.91043363e+14 -8.82339697e+14]\n", + "Found 1912 total galaxies in catalog for cluster 22630\n", + "[-5.91176269e+14 -1.11716751e+15 3.12038296e+15 ... -1.87750310e+15\n", + " -3.08836601e+14 -1.30095451e+14]\n", + "Found 942 total galaxies in catalog for cluster 17777\n", + "[-1.98072402e+15 -7.36460273e+13 8.82990760e+14 -2.22119563e+15\n", + " -3.30053367e+15 -1.55939047e+15 6.50048087e+14 -4.36850875e+15\n", + " 3.89918132e+15 -7.84338304e+14 -7.06539384e+14 5.02631975e+14\n", + " 1.46766485e+15 1.07445510e+15 -1.42627855e+15 -5.78211816e+15\n", + " -1.88993248e+14 -1.48187733e+15 9.58664860e+14 5.95374840e+14\n", + " -2.57472364e+15 1.83478092e+15 1.22654058e+15 -2.31659825e+15\n", + " 2.98323583e+15 1.69219885e+15 9.29484423e+14 1.33037952e+15\n", + " 1.15680280e+15 -2.94807020e+14 -1.93582814e+15 5.10403187e+15\n", + " -2.73042393e+15 -2.44092987e+14 5.39226750e+14 3.99715740e+14\n", + " -2.74995834e+15 1.40129277e+15 -3.25628660e+14 -9.19731781e+14\n", + " 9.96370777e+14 -4.18263382e+13 1.19873516e+15 -8.90609309e+13\n", + " 1.33779971e+15 -5.84208536e+15 -2.39549095e+15 1.82190923e+15\n", + " 9.18113006e+14 1.69431747e+15 -1.36321448e+15 1.90171649e+14\n", + " 2.98210483e+15 -2.20420926e+15 1.11569580e+15 2.44276146e+15\n", + " 2.01581514e+15 4.17110047e+15 -1.49342066e+14 4.05252915e+15\n", + " -3.98176828e+15 2.41164168e+15 -1.75065315e+15 1.16596601e+15\n", + " 6.34532099e+13 -1.93701947e+15 3.99323819e+15 -2.38509612e+15\n", + " -4.57655274e+14 -1.64511841e+15 -1.24972846e+15 6.51299798e+14\n", + " 1.60904442e+15 4.38263174e+15 1.19863660e+15 -2.93715614e+15\n", + " -3.47300983e+14 2.49410066e+15 2.32424446e+15 -6.23438206e+14\n", + " 3.13448956e+14 1.12297986e+15 -2.54426670e+15 9.55469731e+14\n", + " 2.51980984e+15 -2.90723013e+15 -1.32117140e+15 2.73345029e+15\n", + " -2.95289637e+14 -1.63053664e+15 -3.59540737e+14 -1.11121821e+15\n", + " -3.27686953e+15 -1.77905690e+15 -1.45477675e+14 -1.17614369e+15\n", + " 2.25897726e+15 4.34247188e+14 -3.22671777e+14 -8.49433628e+14\n", + " -3.67859539e+15 -4.70709405e+15 -2.94280704e+14 -1.54994630e+15\n", + " -2.03151199e+13 1.32156731e+15 5.05577177e+13 4.21433539e+13\n", + " -9.26865430e+14 1.61359658e+15 6.89366207e+14 1.21006802e+15\n", + " -6.29126909e+14 -1.71702450e+12 -2.08551326e+15 3.62040680e+15\n", + " 1.98441310e+15 2.40495944e+15 1.71222257e+15 -6.74271605e+14\n", + " -2.91720485e+14 5.30368355e+14 1.55199110e+15 -9.95715671e+14\n", + " -6.86429275e+14 -3.97338504e+14 5.31113950e+14 4.06108102e+15\n", + " -2.70709706e+15 3.43774586e+15 -2.59566194e+15 -5.33288375e+14\n", + " -4.69241416e+14 -7.56760790e+14 -1.67462340e+14 7.45000597e+14\n", + " -1.44033965e+15 -5.45614422e+14 1.16212438e+15 2.31108101e+15\n", + " 2.32801228e+15 1.43011498e+15 7.14814814e+14 -1.78173628e+15\n", + " 8.99903556e+14 -7.34525013e+14 3.77375163e+14 -3.00424547e+15\n", + " -2.70546511e+15 -9.03896748e+14 4.01239361e+14 1.81809383e+15\n", + " 2.57803230e+15 3.83409851e+14 -1.03084019e+14 -5.57051107e+14\n", + " -4.22033505e+14 3.19715572e+15 -1.36845480e+15 1.03500730e+15\n", + " -9.79584913e+14 5.54917646e+15 -1.10688109e+14 4.78035252e+14\n", + 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-8.78799307e+14\n", + " 4.91049406e+14 -8.66888121e+14 8.76579147e+14 -8.77219333e+14\n", + " 3.35156383e+14 -3.83104941e+15 1.32477418e+15 3.25735087e+12\n", + " -2.29185060e+15 7.59115552e+14 -7.07291334e+14 1.71894874e+15\n", + " -4.36290750e+15 -1.49748799e+15 2.63085520e+15 3.06510063e+15\n", + " -2.04382819e+13 2.74145777e+15 -7.64903228e+14 -1.16801477e+15\n", + " -3.82281239e+14 1.36188237e+15 -2.72864595e+14 1.45616407e+15\n", + " 9.42650551e+12 1.72017004e+14 -8.07385100e+14 1.76322011e+15\n", + " 1.97107210e+14 -2.11698295e+14 8.53509786e+14 7.04621570e+14\n", + " 1.01742069e+15 -7.93217332e+13 1.07010524e+15 1.76940188e+15\n", + " 8.28207424e+14 -2.66221499e+15 5.58671133e+14 1.90711319e+15\n", + " 7.56572082e+14 1.10290039e+15 8.56585557e+14 9.55059169e+14\n", + " -6.29624305e+14 -2.06779943e+15 1.45736601e+15 -1.37140607e+14\n", + " 5.22525039e+14 -6.60271081e+14 2.98635521e+14 -1.47084038e+14\n", + " -1.59822830e+15 -4.24414831e+14 3.11489395e+14 -4.12845694e+14\n", + " 8.76009801e+14 6.97435756e+14 1.19596148e+14 -7.99409649e+13\n", + " 8.72492779e+14 -3.99812907e+14 -6.49633746e+14 -1.75572778e+15\n", + " -7.11182503e+12 9.13436574e+14 2.69028740e+15 2.96626295e+14\n", + " -1.94855224e+14 -4.43128385e+14 2.50029561e+15 1.90141156e+14\n", + " -1.88034391e+14 1.23527305e+15 1.62318159e+15 -7.70245389e+14\n", + " -3.36669715e+14 -1.55408581e+15 -9.20215752e+14 1.59996865e+14\n", + " -5.10247428e+14 8.48227990e+14 -1.67837567e+15 -9.51171628e+14\n", + " 2.47541443e+14 3.21293136e+13 -1.41948478e+14 1.38818422e+15\n", + " -1.68628918e+15 1.21140968e+15 -1.85540299e+14 -1.44556079e+14\n", + " -1.70144562e+15 9.09759488e+14 1.16973115e+15 -1.82255690e+14\n", + " -4.87382873e+14 9.62770092e+14 -2.85112525e+13 1.05568070e+15\n", + " 8.45300853e+14 1.81125914e+15 9.89216000e+14 7.65070075e+14\n", + " 2.50062738e+15 7.54628572e+12 -2.14028614e+15 -2.08155041e+15\n", + " -5.22858476e+14 4.52695424e+13 -7.99909566e+14 -1.06904586e+15\n", + " -1.67129762e+15 9.89897870e+14 -1.21223246e+15 5.80496712e+14\n", + " -1.36727093e+15 2.09829028e+14 -8.86560453e+14 3.87127920e+14\n", + " 1.65193464e+15 1.36958070e+15 -7.84483416e+14 2.06591699e+14\n", + " 1.94160457e+14 -1.88364065e+15 -1.06278785e+15 -1.15665774e+13\n", + " 2.73910099e+15 -6.81174815e+14 -6.93189962e+14 -4.44835747e+14\n", + " -5.36626621e+14 1.82130226e+15 2.51492793e+14 1.51437748e+15\n", + " 4.82043593e+14 9.14186679e+14 1.29600187e+15 6.86161090e+14\n", + " -2.32386518e+15 -1.98670292e+14 6.94126102e+14 4.87153704e+14\n", + " 1.31555113e+15 2.58059295e+15 -2.65311917e+14 3.11660374e+14\n", + " 4.46012936e+14 -3.99922608e+14 4.20339158e+14 4.11977482e+12\n", + " 5.09009664e+14 5.91344749e+14 -5.80173775e+15 1.13407604e+15\n", + " 1.25019431e+15 -4.51020814e+14 -1.17520023e+14 -7.25919049e+14\n", + " 9.65869873e+14 -9.33708560e+13 -1.14283839e+15 -8.80869085e+14\n", + " -8.99712488e+14 -6.94447694e+14 -2.20681132e+14 1.70842215e+14\n", + " -7.21541116e+14 2.00471114e+14 1.81087276e+15 -2.20215138e+15\n", + " 1.59761959e+14 -1.39787219e+15 -5.98719239e+14 1.04708440e+15\n", + " 1.47712665e+15 -5.45060302e+14 -2.81804946e+15 -1.32872234e+15\n", + " -2.71963375e+14 -6.98163438e+13 -1.06802778e+15 -3.75341526e+14\n", + " -1.05608675e+15 -4.80222781e+14 -4.13210237e+14 -6.90626571e+14\n", + " -2.04345680e+15 2.31679373e+15 6.04810264e+14 6.30144947e+14\n", + " 2.40928147e+14 -4.89887661e+13 7.94579594e+14 4.99101679e+14\n", + " 2.62776694e+15 -1.82260975e+15 2.58843913e+14 -1.03806316e+15\n", + " 4.88557365e+14 -2.43119577e+15 3.17173235e+14 -7.99758217e+14\n", + " 1.24043629e+15 -6.62121079e+14 5.50338407e+14 7.67143432e+14\n", + " 3.39012454e+14 -2.54530757e+14 1.84140720e+15 7.76476251e+14\n", + " 1.01292496e+15 -1.78829059e+15 -5.11503543e+14 1.13936005e+14\n", + " 1.71491894e+15 -9.38589811e+14 -9.19234307e+14 1.04728969e+14\n", + " -1.09532771e+15 -2.31689598e+15 1.59729388e+15 1.60352778e+15\n", + " 1.36589047e+15 -6.88785087e+14 1.52160306e+15 4.91078728e+14\n", + " 2.30865592e+15 -2.82569294e+14 2.73518040e+14 1.66408908e+15\n", + " -1.54105154e+13 -1.89562510e+14 4.61945831e+14 -5.31069716e+14\n", + " 2.11864661e+14 -7.35464642e+14 2.26316063e+14 -9.26622096e+14\n", + " -1.16026906e+15 1.58815742e+15 -3.42756350e+15 9.58522038e+14\n", + " 1.61429109e+15 -5.69008922e+14 -8.74616356e+14 5.03714148e+14\n", + " -1.04992034e+13 1.42105099e+15 -1.65371427e+14 4.39449950e+14\n", + " -1.53405042e+14 -1.08907274e+15 8.19674149e+14 -7.03396692e+14\n", + " 6.09389372e+14 -5.26642104e+14 6.22354240e+14 1.60677263e+15\n", + " -2.51941315e+15 7.59919050e+14 -6.75092307e+14 1.30003475e+15\n", + " -5.07715154e+14 1.76544986e+15 -2.32747888e+15 -4.40375822e+13\n", + " 4.26428039e+14 -5.94087387e+13 -1.84554305e+15 3.43491599e+14\n", + " 1.13000424e+15 8.24295514e+14 1.49031849e+15 1.84194720e+15\n", + " 1.12483176e+15 1.41699558e+15 7.26808819e+14 2.50399391e+15\n", + " 6.99054237e+14 2.00031932e+14 1.66539239e+15 4.45104745e+14\n", + " 9.19860455e+14 -1.35612852e+15 7.61061310e+14 1.18923123e+15\n", + " 1.00714240e+15 -1.68024028e+15 -1.31355005e+14 -3.46335838e+14\n", + " 8.13200706e+14 1.30625215e+15 -2.56655251e+15 -7.04709610e+14\n", + " 2.83142602e+14 3.83588640e+12 1.81304284e+15 -6.66930725e+14\n", + " 9.34135120e+13 8.83297948e+14 2.64133238e+14 -9.34901806e+14\n", + " -7.82962306e+14 8.08916778e+14 -1.96537629e+15 -6.43056303e+14\n", + " -1.04915424e+15 7.52068689e+13 -3.58603637e+14 -1.68975209e+15\n", + " 9.96994035e+14 2.04667251e+14 -5.28735640e+14 6.41760067e+14\n", + " -1.46534885e+15 -1.17378566e+15 1.35137093e+15 -9.13204068e+14\n", + " -2.68757048e+13 -4.34805032e+14 4.54047552e+14 5.99925073e+14\n", + " 1.99907373e+14 -1.52169841e+15 1.00018201e+15 9.10996337e+14\n", + " 1.31172947e+15 3.67905469e+15 -1.57892117e+15 3.91809183e+14\n", + " 3.97757098e+14 -9.55936484e+14 -4.84002630e+14 -1.24465410e+15\n", + " 5.35066619e+14 1.72923785e+15 -8.89981536e+14 3.68557726e+14\n", + " -9.81703667e+13 -1.05819919e+15 4.94665278e+14 -4.71623833e+14\n", + " 1.55308885e+14 1.16148593e+15 -1.53520816e+15 -4.76271536e+14\n", + " 9.46864337e+13 1.08314051e+15 -6.08425361e+14 -5.92703427e+14\n", + " 1.48237288e+13 -4.91184908e+14 -9.04264635e+14 7.31952868e+13\n", + " -7.17798529e+14 1.11983391e+15 7.63826416e+14 2.99041674e+14\n", + " 1.09266281e+15 1.27316872e+15 4.33834837e+14 -9.10839498e+14\n", + " -5.76676623e+14 -5.94671979e+13 -1.73327017e+14 -5.58768080e+14\n", + " 1.03655890e+15 3.73904788e+14 1.64486357e+14 5.23721437e+14\n", + " 7.65951194e+14 4.90391216e+14 3.41709447e+14 -8.29877974e+14\n", + " -3.67005239e+14 -3.29413005e+14]\n", + "Found 2126 total galaxies in catalog for cluster 33569\n", + "[-2.84261504e+15 1.60573858e+14 3.95545615e+15 ... -2.42692387e+14\n", + " -7.64237988e+14 -1.55854189e+13]\n", + "Found 1969 total galaxies in catalog for cluster 39996\n", + "[-1.96607851e+14 -4.49030264e+14 1.45237847e+15 ... 2.26368561e+14\n", + " -5.21978404e+14 -7.30040820e+14]\n", + "Found 3464 total galaxies in catalog for cluster 37007\n", + "[ 2.71421785e+15 -1.43301458e+15 1.15003338e+15 ... -5.79480946e+14\n", + " 3.40710498e+14 4.74355030e+14]\n", + "Found 4503 total galaxies in catalog for cluster 25937\n", + "[ 9.25147277e+14 -2.69775671e+15 -1.34482615e+15 ... 7.80236091e+14\n", + " 6.74363482e+13 -2.99705283e+14]\n", + "Found 1258 total galaxies in catalog for cluster 24386\n", + "[ 1.95778387e+15 1.61987255e+15 5.60387397e+14 ... 3.54061937e+14\n", + " -1.59645279e+14 -1.04719978e+14]\n", + "Found 4662 total galaxies in catalog for cluster 44685\n", + "[ 1.28177060e+15 -3.59470002e+14 2.58305350e+15 ... -6.69270800e+14\n", + " 3.98270037e+14 4.57600305e+14]\n", + "Found 2258 total galaxies in catalog for cluster 48725\n", + "[ 7.23120955e+14 1.64556902e+15 2.61582601e+15 ... 1.36560454e+15\n", + " 1.08082426e+15 -6.42765631e+14]\n", + "Found 1761 total galaxies in catalog for cluster 27260\n", + "[ 6.21959487e+14 -1.30428875e+15 1.61828069e+15 ... -8.52518552e+14\n", + " -1.10207881e+15 -4.45055628e+14]\n", + "Found 1011 total galaxies in catalog for cluster 35316\n", + "[ 3.01106793e+14 4.25032009e+15 -1.27573569e+15 ... 2.84972609e+15\n", + " -7.78603282e+14 3.44976559e+14]\n", + "Found 872 total galaxies in catalog for cluster 59428\n", + "[ 1.02594081e+15 -9.90036417e+14 -2.32862261e+15 -3.22695346e+15\n", + " 1.19827245e+15 -3.16520558e+14 1.43518292e+15 -1.69115617e+15\n", + " -5.61455311e+15 -4.44474700e+14 8.10253496e+14 4.70868435e+14\n", + " -7.95107655e+15 -3.38539757e+15 -2.50960756e+14 6.91010131e+14\n", + " -2.15743200e+15 1.69773835e+15 -3.78139857e+14 1.41326490e+15\n", + " -1.78096924e+15 3.20911883e+15 -3.22654863e+15 3.32620298e+15\n", + " 4.07664052e+15 -1.20065782e+14 -3.05387814e+15 1.51852667e+15\n", + " -1.87719772e+15 -2.62331868e+15 -3.11513808e+14 -3.95097642e+14\n", + " -6.63047355e+15 7.62684077e+15 -2.58217751e+15 -3.88609343e+15\n", + " 5.36307857e+14 2.26076302e+15 1.21742627e+15 1.29530969e+15\n", + " 1.93310164e+15 2.35866327e+15 -2.57205490e+15 4.64205298e+14\n", + " -3.49805417e+14 9.76820625e+14 -3.38751944e+15 5.21536038e+14\n", + " -2.58549377e+15 -4.02563069e+15 -1.91991835e+15 -1.02182866e+15\n", + " -2.99521896e+15 -3.68780852e+14 6.00385620e+14 5.38749303e+15\n", + " -3.14683846e+15 -2.01946477e+15 1.03909940e+15 -5.80255368e+15\n", + " 5.46307155e+15 -2.07428061e+15 -2.48586686e+15 2.14231080e+14\n", + " 5.69889948e+14 2.61201309e+15 5.54339803e+14 5.24095313e+15\n", + " 5.83071100e+15 2.72662116e+15 2.71916843e+15 3.61730068e+15\n", + " -1.45097297e+15 8.79487762e+14 -3.49853858e+14 -5.70572721e+14\n", + " 1.45513114e+15 -4.12640553e+13 -2.87998183e+15 3.47426350e+14\n", + " -1.82278636e+15 -9.68281647e+13 -1.07037189e+15 1.22118059e+15\n", + " 1.23828522e+15 -3.91885146e+15 -1.21424569e+14 -3.14673034e+14\n", + " -2.10617145e+15 -3.00579848e+15 -6.64354954e+14 -4.17893112e+14\n", + " 1.04789652e+15 -3.46522413e+15 -2.01177478e+15 -1.46316937e+15\n", + " -6.16825711e+14 2.63034190e+15 2.36645862e+14 1.28422638e+15\n", + " -2.02455417e+14 1.15797202e+15 3.28766880e+15 -2.25879421e+15\n", + " -3.47940286e+14 1.11813951e+15 4.88355436e+14 1.77837559e+15\n", + " -2.55567953e+15 2.84872245e+15 3.64085568e+14 5.45090722e+14\n", + " -1.95354593e+13 7.86184869e+14 9.88693304e+14 -3.07101017e+15\n", + " -1.41358994e+15 -4.26997480e+15 -8.46322983e+14 6.11218084e+14\n", + " 2.69171427e+15 -4.50070669e+13 -4.29317913e+14 -4.26326441e+14\n", + " -9.54896326e+13 -1.79500989e+15 -4.25737920e+14 -1.33527259e+15\n", + " 8.80462800e+14 -2.73243469e+14 5.88439568e+14 -1.16303864e+15\n", + " -1.20575987e+15 -3.45990801e+15 -1.93193682e+15 1.07962810e+15\n", + " -1.51075858e+15 1.35560613e+15 4.27280524e+15 -5.81721581e+14\n", + " 8.09648853e+14 3.46054243e+15 3.24425194e+14 -1.07660836e+15\n", + " 2.06783400e+14 2.92755041e+14 2.17401835e+15 2.71311943e+13\n", + " -2.70111866e+15 -2.23559113e+15 5.28498268e+14 -1.55599171e+15\n", + " 1.80528153e+14 1.38058935e+15 3.92914017e+15 1.05515911e+15\n", + " -2.17061498e+15 2.02697331e+15 -5.72193609e+14 -3.92090589e+15\n", + " 8.26436627e+14 7.93779004e+14 1.92601734e+15 2.37174074e+15\n", + " 1.97919452e+14 -5.78039699e+14 1.41820372e+15 -3.34497170e+14\n", + " -3.15143330e+15 5.41855616e+13 -6.26847974e+13 -4.15377329e+14\n", + " 1.09530781e+15 -3.12711223e+15 -1.01580772e+15 1.78985795e+15\n", + " 3.25574395e+14 -1.68690130e+15 -3.44034821e+15 1.33485523e+15\n", + " 2.23788758e+15 6.77197164e+15 -9.66681591e+14 -1.72506076e+15\n", + " -1.94546344e+15 -9.59503761e+14 5.17374475e+14 -3.69491778e+15\n", + " -1.76951722e+14 1.97017640e+15 -3.10671195e+15 1.67110026e+15\n", + " -5.50800055e+15 6.52196584e+14 -1.31185952e+15 3.23812547e+14\n", + " -2.11282841e+14 -4.44809543e+14 -6.46676606e+14 -4.15184998e+14\n", + " 6.56737416e+14 6.38576094e+14 1.64428486e+15 -6.69329032e+14\n", + " -2.28307618e+14 -9.23638324e+13 -2.70804714e+14 1.34923359e+14\n", + " -1.87177880e+14 3.08813176e+14 -5.38355666e+15 -5.36310884e+13\n", + " 2.46607743e+15 6.65620229e+14 -4.33046645e+14 -2.16552385e+15\n", + " -3.13490730e+15 -2.98750688e+14 -1.01109004e+15 -3.33051873e+15\n", + " 5.68808595e+14 1.23824969e+15 1.29277882e+15 9.23569548e+14\n", + " 3.01217399e+14 -8.74852939e+13 -1.92909935e+15 -2.85147787e+15\n", + " -2.83998311e+15 9.23969312e+13 -3.21239415e+14 1.61789537e+15\n", + " -1.22865724e+15 -1.73579485e+15 2.26041745e+14 1.02223015e+15\n", + " 3.77469438e+14 -1.84034673e+15 -1.69827278e+15 -3.08628015e+15\n", + " 2.41429903e+15 2.00684996e+14 1.38096431e+15 -1.53184150e+14\n", + " -4.65757810e+14 1.68938046e+15 -5.26468568e+14 -1.60983416e+15\n", + " 2.07070829e+15 7.38005524e+14 -2.00396696e+14 2.86821948e+14\n", + " 1.49577306e+15 -7.01757037e+14 1.25391857e+15 -8.63429902e+14\n", + " 1.75595052e+15 -9.22486254e+14 2.04584311e+15 2.13566770e+15\n", + " -4.81240361e+14 -6.68528693e+14 1.63319597e+15 -1.25103349e+15\n", + " -1.53365788e+15 -1.90251033e+15 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-2.36228169e+15\n", + " -1.59715962e+15 5.89140418e+14 -1.12374745e+15 3.99694292e+14\n", + " 1.17566919e+15 -5.88624206e+14 1.98150072e+15 -7.82103513e+14\n", + " 6.53052251e+14 -1.25600803e+15 -1.12884202e+15 -1.94838285e+15\n", + " 2.29746791e+14 -2.81040517e+15 -4.49014063e+14 -2.19836576e+15\n", + " 8.51482899e+14 8.30391547e+14 1.97442171e+15 1.73337602e+15\n", + " -1.28403635e+15 2.69432479e+15 2.74528742e+14 -1.12177177e+14\n", + " 1.37045827e+14 7.40683829e+14 -7.18929600e+14 2.12323896e+14\n", + " -1.33842857e+13 2.10183158e+15 -5.58518246e+14 3.56610966e+14\n", + " -1.03061530e+15 2.99684576e+15 -2.00695924e+15 -1.24774250e+15\n", + " -1.01488945e+15 -3.58559758e+14 -1.30163720e+15 1.48895067e+15\n", + " -8.67339865e+14 -2.02351308e+14 2.36885419e+15 -2.66760585e+15\n", + " 1.29671059e+15 -1.71924434e+15 -1.48382110e+15 1.97625256e+14\n", + " 8.57507378e+14 2.28760798e+14 1.05798912e+15 1.20270206e+15\n", + " 2.36984330e+15 -7.32802954e+14 1.47056239e+15 9.36210736e+14\n", + " -3.92018611e+14 -9.93717753e+14 6.26392880e+13 1.76104998e+15\n", + " 2.78388957e+15 -2.30871876e+14 -5.97647148e+14 4.23887219e+14\n", + " 3.04255070e+14 -3.24287241e+15 -2.00711865e+15 1.62194781e+14\n", + " -6.45885048e+14 -4.32035103e+13 9.55025752e+13 2.49843964e+15\n", + " 8.11611987e+14 5.41150669e+14 -8.45677629e+14 2.61403053e+15\n", + " 5.25611294e+14 7.16158896e+14 -5.06196120e+14 -3.30622053e+14\n", + " 2.35165148e+15 -5.04592946e+15 -1.48287115e+15 -9.92127168e+14\n", + " -4.04188358e+14 -2.90723390e+14 6.67898571e+14 -4.52586354e+15\n", + " -2.11286743e+15 -8.72499596e+14 -9.22581918e+14 8.92073200e+14\n", + " 4.55344731e+14 1.61299946e+15 1.93766061e+15 -1.68411047e+15\n", + " 1.54111444e+14 2.98042324e+15 2.31946924e+14 -4.30996588e+14\n", + " -6.66475233e+14 5.12780796e+14 -9.43306661e+14 -2.55001228e+15\n", + " -4.43469960e+14 5.76131119e+13 -6.28984136e+14 1.94471193e+14\n", + " -5.58552916e+14 -4.32723732e+15 1.67450366e+15 -4.68597971e+14\n", + " -1.35735709e+15 1.08040767e+15 6.17678685e+14 6.66165178e+14\n", + " -1.41196703e+15 5.24275806e+14 9.63056141e+14 4.23366849e+14\n", + " 8.31108235e+14 -1.16492450e+15 7.43656964e+14 -2.15825325e+15\n", + " -1.79596056e+14 2.85049048e+14 1.67386469e+15 1.44373478e+15\n", + " 8.66648765e+14 -2.13780292e+15 1.07821388e+15 3.24648459e+14\n", + " -9.66404408e+13 -1.39637275e+15 5.33357111e+14 6.14316904e+14\n", + " 1.05076688e+15 -6.88527427e+13 2.13791952e+15 4.66283028e+14\n", + " 1.23802919e+14 2.22825343e+14 2.95551722e+14 9.65441343e+13\n", + " 7.98662589e+13 1.38308503e+14 -3.93746846e+15 -6.32243598e+14\n", + " 7.23403249e+14 -4.83267483e+15 -5.46362456e+13 7.50265159e+14\n", + " -2.68418433e+15 -1.44692092e+15 -5.49160856e+14 3.89361738e+15\n", + " 1.94141895e+15 -1.79840864e+15 -9.20466606e+14 -9.15938548e+13\n", + " -8.21671859e+14 1.19283983e+15 1.59686383e+15 -2.73511340e+14\n", + " 2.26825393e+14 1.72302780e+15 4.33136495e+14 2.53048573e+15\n", + " 4.19936875e+14 7.58242048e+14 -2.15271227e+15 3.15610838e+14\n", + " 1.94366608e+15 -1.99756834e+15 4.88956886e+14 1.55723071e+15\n", + " 2.18061301e+14 -2.19906433e+14 1.02497483e+15 -6.70224864e+14\n", + " 1.57473109e+15 -3.42120835e+15 -1.91050176e+14 -1.11718919e+15\n", + " 6.38297920e+14 1.41820714e+15 -9.92807497e+14 -2.67431455e+14\n", + " 1.40130770e+14 -2.51079980e+14 2.60456835e+14 2.37952766e+15\n", + " 1.57550736e+14 1.51760486e+15 -1.88982705e+15 -1.69227456e+15\n", + " 9.73349134e+14 1.13056226e+15 1.54142960e+15 5.08681861e+13\n", + " 3.58773605e+14 -2.66416695e+14 -7.71172474e+14 8.53408540e+13\n", + " 1.99387556e+13 -1.38719665e+15 -1.78812363e+15 -9.19950600e+14\n", + " -1.97579399e+15 -1.28236279e+15 -2.34410507e+15 1.39541235e+14\n", + " 9.43678091e+14 -1.48735532e+15 2.80831657e+14 2.94795373e+14\n", + " 2.36101632e+15 5.90419468e+14 -1.08744728e+15 1.57402501e+15\n", + " -7.98444568e+14 -2.07854548e+15 1.85767205e+15 -1.29785296e+15\n", + " 6.72320302e+14 4.93025120e+14 -1.31957833e+14 6.83719587e+13\n", + " 6.55584933e+14 -1.31557346e+15 2.05096853e+15 -7.69449034e+14\n", + " -9.21719436e+13 2.34791169e+15 -6.84776987e+14 -7.16526200e+14\n", + " -4.61452401e+15 -4.11454882e+14 -1.71848490e+14 7.68726435e+12\n", + " 1.42645995e+15 3.28751976e+15 6.55386724e+13 1.05673020e+15\n", + " 2.19294707e+14 -3.87350079e+14 1.60379530e+15 -1.76629784e+15\n", + " -1.92652768e+15 2.43269253e+15 -1.27779223e+15 3.55393053e+14\n", + " 2.39760571e+14 1.75904130e+15 1.10781455e+15 5.45269696e+14\n", + " -1.42750361e+14 -1.62788983e+15 2.70735453e+15 2.08886549e+14\n", + " -8.93136353e+14 -9.49527018e+14 5.04846088e+14 3.20616870e+15\n", + " 5.42526843e+14 1.41519012e+15 1.07910821e+15 -2.75352949e+14\n", + " -3.50593381e+14 -1.38209058e+15 -1.44319732e+14 -6.89398405e+14\n", + " -1.72698249e+15 1.24627497e+15 -7.97230956e+14 1.56221463e+15\n", + " 1.51248814e+15 -1.14284883e+15 1.06317147e+14 2.20862236e+14\n", + " 6.44362305e+14 -7.57435427e+14 -7.50342783e+13 9.59955781e+14\n", + " -2.56795398e+14 3.65225561e+14 3.77465260e+14 -1.18338753e+14\n", + " 8.73549429e+13 7.54803439e+14 -6.49078693e+14 1.34210521e+15\n", + " -1.58135796e+15 -7.02016646e+14 1.77134322e+15 -6.01228625e+14\n", + " -1.17643627e+15 4.21597291e+14 9.70247201e+14 1.14878363e+14\n", + " -3.34231536e+14 -1.87498338e+15 -9.01404685e+14 -1.00599572e+15\n", + " 1.42261394e+15 -4.38336807e+14 1.05512035e+15 -5.76248591e+14\n", + " 9.46903246e+14 4.17393018e+14 1.91986157e+15 -8.68366516e+14\n", + " 1.67762227e+15 -3.73957583e+14 -1.43473168e+15 -1.41106748e+14\n", + " -1.14513074e+15 6.26599594e+14 -2.98120199e+14 -1.67624643e+15\n", + " 1.01845088e+15 -5.81842298e+14 -1.48993333e+15 -6.82721520e+14\n", + " 6.07029665e+14 -1.52842758e+15 1.41165124e+14 2.04529385e+15\n", + " -1.40538123e+14 1.03539913e+15 -3.74401715e+14 -5.42733185e+14\n", + " -3.27781390e+14 1.75723185e+15 1.74615749e+15 -2.29011725e+15\n", + " 8.58727960e+14 -2.23984309e+14 -2.69014972e+14 -1.28339793e+15\n", + " -1.06870693e+15 2.86196716e+15 -1.05382591e+15 -5.44931380e+14\n", + " 1.17955891e+14 -5.70951160e+14 -1.24516330e+14 2.83390148e+15\n", + " 3.61494055e+14 2.35476554e+15 2.39991551e+14 -1.61399729e+15\n", + " -1.60538825e+15 -1.70004183e+15 2.39946915e+14 8.09538269e+14\n", + " 1.03964457e+15 -3.29990992e+15 3.10003150e+14 2.99124149e+14\n", + " 5.05157979e+14 7.16051201e+14 -1.43232796e+15 1.77766590e+14\n", + " 4.49402995e+14 -1.31992087e+15 6.90258299e+14 -9.18236673e+14\n", + " 9.13141415e+14 -2.57850106e+15 9.34334950e+14 1.17864321e+15\n", + " -4.46895439e+14 -1.54447720e+15 8.89809718e+14 1.51471714e+15\n", + " 3.51475668e+15 -1.41107172e+15 -6.30527486e+14 8.95046520e+14\n", + " 9.42270772e+14 -7.21492037e+14 -4.77333736e+13 -7.91809665e+14\n", + " 9.88405164e+14 -1.05934768e+15 1.21472151e+15 -1.08687085e+15\n", + " -2.72646689e+14 -2.35862486e+14 -1.72868178e+15 7.07012269e+14\n", + " -2.42835051e+15 1.51686204e+15 6.25738194e+14 -1.00891405e+15\n", + " 3.68937341e+14 1.87332952e+15 -3.25486178e+14 -1.37314019e+15\n", + " 7.18986460e+14 -7.50068306e+14 1.49359553e+15 -8.49179573e+13\n", + " 4.34300510e+14 2.86319038e+14 1.65703627e+15 -7.65065608e+13\n", + " 3.54773484e+14 -2.84543254e+14 -3.37479719e+14 1.59183814e+15\n", + " 7.88309546e+14 6.31320819e+14 1.55939364e+15 3.22197998e+14\n", + " 3.55112970e+14 1.67944734e+15 -2.53639776e+15 2.18124280e+15\n", + " 1.08168602e+15 4.30768842e+13 -6.45790543e+14 9.92072985e+14\n", + " -1.02511384e+15 8.73128590e+14 3.33882128e+14 -7.67578208e+14\n", + " 5.47375748e+14 1.02364106e+15 2.63161365e+15 -5.61190657e+14\n", + " -2.28064341e+14 6.49124984e+14 -4.42284923e+14 3.91309087e+14\n", + " 6.98036494e+14 -9.69678248e+14 5.43592391e+14 9.10066701e+14\n", + " 7.11327738e+13 6.21908320e+14 2.38459877e+14 1.10187237e+15\n", + " 1.40740779e+13 -2.52787503e+14 -3.83874707e+14 1.67141447e+15\n", + " 4.26088302e+14 3.49667683e+14 4.24039068e+14 -7.95320732e+14\n", + " 1.11058858e+15 -5.36165761e+14 1.24731626e+14 -2.98583580e+14\n", + " -3.82168139e+13 6.97414217e+13 -1.60241225e+15 1.23389223e+15\n", + " -2.41402310e+14 1.02964636e+15 -2.91011089e+14 6.97969852e+14\n", + " 3.86516235e+14 -6.93766332e+14 -1.01558820e+15 -9.34917187e+13\n", + " 9.72039332e+14 4.72622020e+14 7.12196792e+14 -6.60686137e+14\n", + " 8.38401704e+13 -1.41898555e+15 -4.43609258e+14 6.87841148e+14\n", + " 2.20115921e+15 5.89358653e+14 -4.94061482e+14 -5.33583811e+15\n", + " -2.18946875e+15 3.28151599e+15 2.14098444e+15 5.50510595e+14\n", + " -3.19870866e+14 4.08631832e+14 8.53198822e+14 1.47266771e+15\n", + " -7.09367538e+14 8.11101174e+14 -7.15912390e+14 -7.70447465e+14]\n", + "Found 1944 total galaxies in catalog for cluster 25976\n", + "[ 1.46330369e+15 5.31906593e+14 -2.36226372e+15 ... 2.30798721e+14\n", + " 8.09153116e+14 -8.45750270e+14]\n", + "Found 2708 total galaxies in catalog for cluster 31596\n", + "[-1.75198766e+15 6.58028574e+14 -1.82279525e+15 ... 1.41756701e+15\n", + " -7.21696010e+14 -2.28817482e+14]\n", + "Found 5886 total galaxies in catalog for cluster 26346\n", + "[ 2.52101828e+14 1.00649324e+15 6.95556809e+14 ... -5.87070202e+14\n", + " 8.98217200e+13 -6.40236000e+14]\n", + "Found 2469 total galaxies in catalog for cluster 36608\n", + "[ 4.12733679e+14 1.82342631e+15 3.24769572e+15 ... -3.95295027e+14\n", + " -5.78446398e+14 -4.57069921e+14]\n", + "Found 3301 total galaxies in catalog for cluster 26938\n", + "[-1.23476143e+14 1.85387579e+15 1.53596313e+15 ... -8.03528296e+14\n", + " 5.09828712e+13 2.89223175e+14]\n", + "Found 1179 total galaxies in catalog for cluster 74483\n", + "[-4.18983372e+14 1.75639781e+15 -3.08770818e+15 ... -1.61973657e+15\n", + " 3.35109685e+14 1.89923858e+14]\n", + "Found 2586 total galaxies in catalog for cluster 62882\n", + "[ 2.15561461e+15 -2.49249593e+15 -2.56813815e+15 ... 1.40122868e+15\n", + " -7.01672491e+14 6.49148325e+13]\n", + "Found 366 total galaxies in catalog for cluster 25770\n", + "[-4.12401251e+15 -3.43488632e+14 5.39775185e+15 6.50407308e+14\n", + " 1.54851767e+15 1.08419896e+15 -1.81104642e+15 1.09150899e+15\n", + " -3.56440261e+15 -5.69175646e+14 -4.60884603e+15 6.05653945e+15\n", + " 2.02554834e+15 1.91959995e+15 -5.84696589e+15 -3.76241075e+15\n", + " 3.84857362e+14 -3.55095744e+15 9.85849554e+15 -1.15886313e+15\n", + " -1.63494271e+14 -1.12950879e+14 -1.16947577e+15 -2.90704002e+15\n", + " 5.31177081e+14 -1.01575298e+15 -2.98390646e+15 1.57692151e+15\n", + " -3.72678052e+15 -7.79493342e+15 2.65786924e+15 -8.41381928e+14\n", + " -1.09156586e+15 -9.12450510e+13 -5.90105945e+14 1.45753960e+15\n", + " 1.69068549e+15 -3.93897615e+14 2.11956689e+15 -3.12946133e+14\n", + " -4.81697169e+15 2.32077118e+15 1.98050395e+15 1.06672681e+15\n", + " 2.41711124e+14 -1.61193203e+15 1.62265321e+15 -5.71873441e+14\n", + " -5.06376397e+14 -2.51305388e+15 6.37477641e+15 1.85162710e+15\n", + " -1.25378740e+15 -1.38533676e+15 2.44238421e+15 1.64483652e+15\n", + " -1.24117900e+15 1.20348463e+15 8.11198538e+14 -3.78191519e+15\n", + " 6.44007028e+14 -4.80913717e+14 3.57376916e+15 3.98750727e+15\n", + " -5.83971359e+15 -1.24549794e+14 2.22047853e+15 1.66957919e+15\n", + " -1.13780738e+15 -1.46873231e+15 1.49081610e+15 2.29880354e+15\n", + " -1.51310235e+14 6.30642826e+14 2.23838284e+15 -4.36835848e+14\n", + " 2.62789273e+15 2.67618809e+15 -6.77023792e+14 -1.70352173e+15\n", + " 2.57759112e+15 -6.40233693e+14 2.01801437e+15 2.36809551e+15\n", + " -1.26109315e+15 1.82451385e+14 -1.02788113e+15 -3.21442631e+15\n", + " -1.33513624e+15 -2.92870317e+15 -3.20380035e+15 -1.06537668e+15\n", + " 2.39177865e+15 5.67988472e+15 -2.60148819e+14 3.10207006e+15\n", + " 8.39058038e+14 1.16676683e+15 -2.54273063e+12 1.03339177e+15\n", + " 8.83626470e+14 -1.13840426e+15 6.27069531e+14 -2.98040818e+15\n", + " 9.18811626e+14 -2.67494431e+15 -1.18491613e+15 -2.18025132e+15\n", + " 8.92374098e+13 8.21793883e+14 -4.85730810e+14 2.82541375e+15\n", + " 3.74019913e+15 6.88096572e+14 1.06809696e+15 -1.13321428e+15\n", + " 7.52128373e+14 -1.55883885e+15 -5.18384374e+13 3.74992979e+15\n", + " 5.28935939e+15 1.73645279e+15 8.55024507e+14 -8.99282671e+13\n", + " 1.05219805e+14 -1.41447312e+15 -2.06176207e+15 3.48423826e+14\n", + " 1.71962586e+15 7.91103221e+14 1.08138704e+15 3.30597284e+15\n", + " 1.39825662e+15 -2.82674144e+15 2.80107624e+15 -1.42354235e+14\n", + " -2.68571029e+15 2.06321072e+15 1.34598194e+15 -2.29221931e+14\n", + " -1.01436171e+15 1.28551565e+15 8.70266026e+14 -9.67802641e+14\n", + " -4.65287375e+15 -3.08902668e+14 1.67050061e+14 3.89537303e+15\n", + " -1.74041794e+14 4.14520566e+15 6.76477226e+14 2.26447671e+14\n", + " 2.20279420e+14 3.19627290e+14 4.75401756e+14 -4.31176937e+14\n", + " -4.86152741e+14 -5.25699135e+14 -1.78168513e+15 5.80042250e+14\n", + " -2.32093911e+15 6.97779371e+14 1.38338237e+15 6.02357370e+13\n", + " 1.22978104e+15 -1.39444899e+15 9.78510686e+14 -2.54840229e+15\n", + " 1.25535218e+15 -2.15335405e+15 -3.59073850e+15 1.24063368e+15\n", + " -1.00497067e+15 -3.52606388e+14 2.13214766e+15 -8.37104120e+14\n", + " 9.71628242e+14 3.76468827e+14 3.52083070e+14 -6.63194835e+14\n", + " 2.68011927e+15 -2.89341258e+15 2.28775454e+15 -4.07333786e+14\n", + " 3.51770172e+15 1.51477757e+15 1.07987845e+15 1.34384485e+15\n", + " -4.82559231e+14 2.65444107e+14 -7.47153396e+14 -5.18829682e+14\n", + " 9.96045803e+14 3.76430719e+14 -4.33931568e+14 1.68533645e+14\n", + " 1.49287409e+14 3.51672755e+14 1.07000289e+15 -8.72758446e+14\n", + " -1.39475110e+15 -2.39265628e+15 -3.27618859e+14 -2.65802872e+15\n", + " -2.90488686e+15 -8.31780434e+14 -2.24743069e+15 4.00708108e+14\n", + " 1.40166188e+15 4.82746983e+14 7.21026631e+14 -2.39287245e+14\n", + " -8.47854941e+14 2.87223370e+15 1.23148418e+15 2.45480311e+14\n", + " -1.36126533e+15 2.85563848e+15 9.17329230e+14 4.17824021e+14\n", + " 7.11275796e+14 3.71149385e+14 -7.37911664e+14 9.56762445e+14\n", + " 2.84300806e+15 -2.34559438e+15 -1.73461704e+15 -1.14942339e+15\n", + " 3.10465484e+14 -9.21764859e+14 4.83866530e+15 -2.58546086e+13\n", + " -8.17837439e+14 -2.55339706e+13 3.89231925e+14 -2.66515273e+15\n", + " -1.31668507e+14 5.69726653e+14 -4.27246031e+14 4.85190851e+14\n", + " -1.87850022e+15 -7.04762243e+14 1.06108064e+15 5.91703115e+14\n", + " 3.86326988e+14 1.02502819e+15 2.25965695e+15 6.24028281e+14\n", + " -9.33809057e+14 1.72453124e+15 8.06385615e+14 1.71877949e+15\n", + " 5.13012987e+14 1.76238435e+15 -3.95061312e+14 1.18402170e+15\n", + " 1.06002847e+14 1.70148994e+15 -8.83115348e+14 6.99047950e+14\n", + " 3.56436044e+15 -3.28085585e+14 -7.84272371e+14 -6.38521662e+14\n", + " -2.65178665e+15 1.57110224e+15 1.08449786e+15 1.48768859e+15\n", + " 2.11809459e+15 1.35032381e+15 1.47347649e+13 5.84450165e+14\n", + " -6.44754112e+13 -4.84322790e+14 1.00009986e+15 5.83417096e+14\n", + " -1.17129697e+15 -1.62423565e+14 -3.11812667e+14 1.38005607e+15\n", + " 2.59789659e+15 -1.09739397e+15 2.76748128e+15 -4.08959054e+14\n", + " 1.20713266e+15 -7.52821257e+14 9.87392417e+13 -2.71370083e+15\n", + " -5.66743114e+14 1.21113786e+15 1.97453207e+15 7.71064807e+14\n", + " 5.82444665e+14 9.41781755e+14 -2.19368531e+15 8.95781774e+14\n", + " -1.09905906e+15 2.04091416e+15 7.16301970e+14 -1.47091110e+15\n", + " -1.65293765e+15 -1.16605573e+15 4.22758439e+14 -1.80797343e+15\n", + " -1.05064181e+14 8.78033125e+14 2.49347367e+14 -1.71774262e+15\n", + " -1.00200553e+15 -3.73051153e+14 -1.52429211e+15 1.39976875e+15\n", + " -2.50932486e+15 -5.85839893e+14 -1.20130718e+15 1.98330058e+15\n", + " -1.05821581e+15 1.75592959e+15 -2.61546507e+14 9.31539547e+13\n", + " 4.70066400e+14 -1.16695031e+15 1.47997620e+15 4.05141263e+14\n", + " 1.14571810e+15 2.41567587e+15 -5.52187459e+14 -3.09220512e+14\n", + " -7.74168349e+14 7.71430835e+14 -4.16630159e+14 -1.06013189e+14\n", + " -1.46475061e+14 -1.08329005e+15 -6.32730071e+14 4.35448599e+14\n", + " 1.52213283e+13 2.84725036e+15 9.36176862e+14 7.69705259e+14\n", + " 7.26421234e+14 -1.18956152e+15 1.03773902e+15 -2.97838925e+14\n", + " -4.79266784e+14 9.91822235e+13 7.20606343e+14 5.23368405e+13\n", + " -3.81840693e+14 -7.41381030e+14 1.43838563e+14 7.96209711e+14\n", + " -9.40735946e+14 1.73002336e+15 -2.93790538e+15 -6.25232385e+14\n", + " -8.93267751e+14 3.33477445e+15 4.09154448e+14 -3.22485031e+13\n", + " 9.08668427e+14 1.15507700e+15 1.04100843e+15 -9.34282154e+14\n", + " 9.77432725e+14 -4.27354863e+13]\n", + "Found 280 total galaxies in catalog for cluster 59302\n", + "[-5.06316085e+14 2.39305853e+15 4.33443331e+15 -1.48019945e+15\n", + " -1.71198728e+15 2.38496279e+15 2.95698477e+15 -2.30261556e+15\n", + " -1.34971732e+15 -1.93107071e+14 -3.69728369e+15 -2.62765376e+15\n", + " 1.18016107e+15 -1.11293122e+15 -5.22820355e+14 -8.30466549e+14\n", + " -1.63338166e+14 -1.09738583e+15 4.49161147e+14 1.38174479e+15\n", + " -2.39438014e+15 -3.93717288e+15 -1.44383429e+14 3.05130609e+15\n", + " 1.65364775e+15 9.47799740e+13 1.49906118e+15 1.94315548e+15\n", + " 1.51147494e+15 -1.93775591e+15 3.79297824e+15 2.51347997e+15\n", + " 2.77769483e+15 -1.97061598e+15 -2.88132266e+15 1.83866093e+15\n", + " 4.80682362e+15 1.12275959e+15 3.36704398e+15 7.17607956e+14\n", + " 1.08630363e+15 2.17630631e+15 -5.45173035e+14 -3.91519538e+14\n", + " -9.69228629e+12 1.86221482e+15 1.85641995e+14 -1.09536529e+15\n", + " 5.37922214e+15 -3.63590705e+15 2.45186920e+15 -6.09956520e+14\n", + " 3.36225609e+15 -2.73091204e+14 -1.66569278e+15 -1.89041899e+14\n", + " 1.40530676e+15 -7.48097672e+14 3.07446537e+15 8.88902047e+14\n", + " 1.65246634e+15 -3.44712005e+15 -1.77608932e+15 -2.92466968e+15\n", + " -2.10801809e+14 8.41308147e+14 1.88103252e+15 1.89872571e+15\n", + " -3.27392969e+14 4.21323883e+15 -1.99881682e+15 -4.66796809e+13\n", + " 1.39015140e+14 -1.57388982e+15 1.60438058e+15 -1.82765420e+15\n", + " -1.08828708e+15 -1.61807686e+15 6.04952097e+15 -1.99494037e+15\n", + " -3.78723262e+15 -1.32538389e+14 -1.12005864e+15 2.82469511e+15\n", + " 6.36792362e+14 -3.63754713e+15 2.40039097e+15 3.08598219e+15\n", + " 1.35800270e+15 8.20347644e+14 3.37516241e+15 4.23574478e+15\n", + " -2.97313110e+14 3.75267730e+15 -5.16188880e+14 -1.66612188e+15\n", + " 5.08591582e+14 -2.76042096e+13 3.16905742e+15 1.49027246e+15\n", + " -4.79995726e+14 -1.20324496e+15 7.06150037e+14 1.68707828e+15\n", + " -2.63712205e+15 2.70645371e+14 -3.09683271e+15 -3.67681875e+14\n", + " -3.53629963e+15 1.20433772e+15 1.17466966e+15 -6.28084774e+14\n", + " 3.66311551e+14 1.25171355e+15 -4.03432865e+14 -1.94389026e+14\n", + " 1.47082573e+15 -4.05239890e+14 -2.28939148e+15 -1.71152360e+15\n", + " 1.86335099e+15 2.18410766e+15 -1.00074162e+15 2.98923792e+15\n", + " 2.78188187e+14 9.79114510e+14 -9.54241882e+14 1.75387104e+14\n", + " -6.01605413e+13 3.16873634e+15 -2.34819422e+14 -1.67339187e+15\n", + " 4.29307182e+15 -1.98471337e+15 -1.90132248e+15 -1.16761411e+15\n", + " 1.33068097e+15 -1.27599730e+15 1.11744026e+15 1.65685277e+15\n", + " 9.99619156e+14 7.07799161e+14 -1.98455134e+15 3.25450825e+15\n", + " -3.07587027e+15 1.57733197e+15 7.77586318e+13 1.36132294e+15\n", + " 1.79442096e+15 -1.04143608e+14 -2.68101278e+15 1.32222783e+13\n", + " 1.37058091e+15 -4.26394015e+14 4.71126521e+14 1.65494126e+14\n", + " 1.99875424e+15 -3.88602545e+15 -1.22228766e+15 2.22770116e+15\n", + " 4.37658731e+15 1.57571100e+14 3.69856330e+15 -3.90503190e+13\n", + " -1.15433463e+15 -2.57035096e+15 1.30664225e+15 -8.45000141e+14\n", + " -2.06967449e+14 -3.04750063e+15 -1.37573271e+15 -4.72104178e+14\n", + " -1.40898706e+15 -3.07456879e+15 -8.12506900e+14 -2.68081062e+14\n", + " 1.18337636e+15 2.07838282e+15 -1.30674092e+15 -6.19575107e+14\n", + " 2.68410931e+15 1.01893809e+15 -6.80012996e+14 3.29845332e+14\n", + " -2.43152569e+15 7.64818120e+14 -3.34224685e+14 -4.02942961e+14\n", + " 3.76274463e+15 -3.21019126e+14 -3.48346519e+14 6.96282685e+14\n", + " -2.87396624e+14 -6.38416646e+13 -4.22431473e+14 -1.94180115e+15\n", + " 1.40123701e+15 6.94797465e+14 -2.70667744e+15 -3.16628843e+14\n", + " 1.31183805e+15 -1.23704258e+15 1.29924094e+15 9.08881006e+13\n", + " 9.74925353e+14 -6.88384913e+14 -1.24868441e+15 1.04760323e+14\n", + " 5.69764937e+14 -1.43272201e+15 -2.74653593e+14 8.58718953e+12\n", + " -7.10413253e+14 -1.20008925e+15 1.12717689e+15 -1.94229065e+14\n", + " 1.83418841e+15 1.29899938e+15 2.70031170e+14 -2.50725593e+15\n", + " 2.84266256e+14 6.63894643e+14 -3.21298870e+15 3.04108495e+15\n", + " -1.10754174e+14 8.69515988e+14 -7.10393259e+14 -1.09620080e+15\n", + " -2.82450916e+14 6.15642819e+14 -1.62399385e+15 5.05246429e+14\n", + " 1.59463216e+14 -9.35228132e+14 1.11416289e+15 -1.69519834e+15\n", + " 1.67967985e+15 -2.66949929e+15 -3.64374139e+14 9.43179462e+14\n", + " -2.81902066e+14 -6.15491986e+14 5.88597052e+14 -4.15133098e+14\n", + " 2.00187775e+14 6.32051062e+14 3.15565407e+14 7.24884598e+14\n", + " 8.95542754e+14 1.99589634e+15 1.30466087e+15 -1.39517700e+15\n", + " -1.54951735e+14 -6.85626961e+14 4.57035278e+14 -7.16036843e+14\n", + " -7.13861888e+14 -9.98283997e+14 4.81687368e+14 1.97747084e+15\n", + " 3.22604138e+14 5.80952976e+14 1.30253715e+15 -1.56755376e+15\n", + " -1.91342407e+15 4.46114374e+14 6.48874636e+14 -1.08975086e+14\n", + " -8.10621367e+14 -3.58127664e+14 -1.10568593e+15 -9.73308692e+13\n", + " 1.86336403e+15 8.52329522e+13 -2.06021534e+15 2.10108218e+15\n", + " 7.87902375e+14 2.33371611e+15 1.00209483e+15 -4.81605135e+14]\n", + "Found 776 total galaxies in catalog for cluster 53335\n", + "[-4.52585143e+14 -9.23697746e+14 -2.60548238e+15 1.47483300e+15\n", + " -1.45765463e+15 -5.15539765e+15 5.80396091e+14 2.86861338e+14\n", + " -4.85834990e+13 -4.16938633e+15 2.94086866e+15 4.42425469e+15\n", + " 1.66282236e+15 2.73774114e+15 -4.58793963e+15 4.63625405e+15\n", + " -2.01934387e+14 -9.76300311e+14 -1.09112456e+15 -3.06841741e+14\n", + " -6.48466340e+14 -1.77259593e+15 4.59318442e+14 2.23854964e+15\n", + " 5.00865018e+14 -3.83228046e+13 3.57684859e+15 2.15211342e+14\n", + " -4.35532345e+15 1.32943361e+15 -9.47377513e+14 -3.54360077e+15\n", + " 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-1.47332757e+15\n", + " -7.89775815e+14 7.08202238e+14 2.57051319e+15 -1.08860487e+15\n", + " 3.10233501e+15 -2.47888690e+15 7.76739698e+14 -6.82402682e+14\n", + " 8.29823359e+14 -1.41147461e+15 -8.84469415e+14 3.15795632e+14\n", + " -6.82880724e+14 -4.64146239e+14 9.90188240e+14 -1.59166043e+15\n", + " -2.35160672e+15 1.20235590e+15 -9.82082374e+14 1.92107905e+15\n", + " 9.71975589e+14 -1.00306942e+15 -1.36036380e+15 -6.72253873e+14\n", + " -1.86256083e+15 -9.85500008e+14 -8.31083074e+14 -6.66219158e+14\n", + " 1.21811146e+14 3.63483346e+14 -1.14814293e+15 7.33635826e+14\n", + " -8.37514560e+14 -5.17176231e+14 -5.41086190e+14 -9.34616048e+14\n", + " 4.88970407e+14 6.81322164e+14 1.50405373e+15 -1.35709124e+15\n", + " 2.25099666e+15 8.08629760e+13 1.42010628e+15 8.72568487e+14\n", + " -6.34217118e+14 2.20218564e+15 6.29473941e+14 -1.51145563e+13\n", + " 5.80070978e+13 -2.77240706e+15 2.63214047e+14 1.40086597e+15\n", + " 1.45563147e+15 2.10014659e+15 1.66481442e+15 9.25397842e+14\n", + " -9.16324433e+14 -1.31485183e+15 -1.49743640e+15 4.20466094e+13\n", + " -1.59983016e+15 -1.38139884e+15 1.31890994e+15 -5.46758860e+14\n", + " 7.66463614e+14 -1.72038073e+15 -5.35009272e+14 5.78433594e+14\n", + " -3.80956572e+14 1.96832141e+14 1.02836109e+15 -5.88603714e+13\n", + " -3.90769725e+14 -4.60773691e+14 -1.87085253e+15 -3.60278175e+12\n", + " -7.46645689e+14 -2.36614524e+15 -7.63720313e+14 -6.16400027e+14\n", + " -2.80281071e+14 1.23695222e+15 -1.73479197e+15 -1.23512962e+14\n", + " -4.66219490e+14 -2.12502317e+14 -3.18576966e+13 2.51640318e+14\n", + " -3.73313347e+14 6.64843587e+14 1.16041145e+14 -1.36717894e+14\n", + " 7.39832514e+14 -1.91187414e+15 1.19103594e+15 -5.83711525e+14\n", + " 5.46322948e+14 -2.14791129e+15 3.68831454e+14 1.10765502e+15\n", + " 7.93107020e+14 1.42192140e+15 -6.66088114e+14 -1.05602473e+15\n", + " 1.31617102e+15 -1.89501575e+14 -2.30563729e+15 7.32256958e+14\n", + " 9.43548800e+14 -1.17137129e+15 -5.25449821e+14 -5.87917168e+14\n", + " 3.85444339e+14 -2.22857391e+13 -2.66038512e+15 3.55494808e+14\n", + " -5.35375698e+14 5.10116710e+14 -2.86586789e+14 4.24536598e+14\n", + " -8.07641522e+14 8.10010401e+13 1.58001524e+14 3.43811130e+12\n", + " -6.47120682e+14 1.15829032e+15 1.65114973e+15 5.25022303e+14\n", + " 3.25301438e+13 -1.62274196e+15 4.10759580e+14 -2.86973189e+15\n", + " 6.92278464e+14 1.58680193e+14 1.06355165e+15 -6.21550733e+14\n", + " -1.13946598e+15 1.43751017e+15 -3.10990076e+14 1.68428988e+14\n", + " -9.76845242e+14 -2.08045898e+15 -1.66865805e+13 -6.47218061e+14\n", + " -3.06951252e+13 -1.75915432e+15 -1.10904676e+15 -9.40369141e+14\n", + " 3.45244681e+14 6.78234955e+14 6.91466155e+14 -1.36533695e+14\n", + " 1.60955398e+15 1.90594306e+15 1.27160779e+15 8.41844800e+14\n", + " 8.63960049e+14 1.28196476e+14 -4.88582951e+14 1.68729421e+15\n", + " 6.24328160e+14 1.31374668e+15 -9.06783898e+14 1.77081864e+14\n", + " 1.11863684e+15 -7.52372595e+13 -1.09219210e+15 5.83603686e+14\n", + " -5.55444928e+14 5.50474708e+14 3.36252222e+14 -4.69285729e+14\n", + " -1.76747615e+14 3.93514528e+14 7.87903592e+14 -4.04035642e+14]\n", + "Found 342 total galaxies in catalog for cluster 23919\n", + "[ 4.09123800e+14 -1.56409940e+14 1.40845956e+15 -8.05862423e+15\n", + " 8.28310303e+14 -3.82639733e+14 -1.83314798e+14 -6.11844615e+13\n", + " 8.13053238e+14 -3.76618784e+14 1.32676288e+15 -3.46017285e+13\n", + " -3.04410602e+15 2.40529706e+15 -1.97310243e+15 -1.84438701e+14\n", + " 2.48539030e+15 3.90950155e+15 7.18863008e+15 -5.22236644e+14\n", + " 1.08879913e+15 2.49692786e+15 -1.94326046e+15 5.34822451e+15\n", + " -1.54697898e+15 -3.57896055e+15 2.16745889e+15 -8.78794599e+14\n", + " -1.88922803e+14 4.30353863e+15 -4.16236180e+14 2.09796877e+15\n", + " -1.61626426e+15 5.66978234e+15 -1.44911485e+15 -2.14947323e+15\n", + " 1.07953252e+15 -5.31468910e+15 5.35674425e+15 3.14120137e+15\n", + " -2.88890967e+14 -2.72717939e+15 2.33435011e+15 -1.28594220e+15\n", + " -4.32965272e+15 4.68447150e+14 -2.08070643e+15 2.76456992e+15\n", + " 3.82548633e+15 3.12002715e+15 4.40040787e+14 1.65623382e+14\n", + " 4.65893551e+15 3.67963904e+15 1.62365139e+15 1.89486189e+15\n", + " 2.13798892e+15 -7.51084959e+14 -2.18309148e+15 1.26510108e+14\n", + " 2.04612874e+15 -1.04526810e+15 -8.21194082e+14 -5.96198530e+14\n", + " 6.71182861e+13 -1.25920726e+15 -2.19353002e+15 2.45795342e+15\n", + " 4.17074296e+14 -3.53506837e+15 1.78989180e+15 2.65509957e+15\n", + " 2.17348269e+15 -1.96980641e+15 1.76967471e+15 7.92928421e+14\n", + " -2.27612424e+15 -2.17379507e+15 -9.00202570e+14 -1.70205042e+15\n", + " -1.11203634e+15 -1.06321015e+15 4.97920375e+15 1.09655457e+15\n", + " -2.20008821e+15 -6.38559823e+14 -1.59262183e+15 -1.04757658e+15\n", + " 3.43382199e+14 5.62287895e+15 -1.65419465e+15 3.09517790e+15\n", + " 7.63196224e+14 2.96824918e+15 4.89961158e+15 2.61117834e+15\n", + " 3.33556158e+14 4.55547075e+15 7.77901291e+15 -4.17837310e+14\n", + " -3.10034173e+14 1.28128177e+15 2.75864736e+15 -2.44929198e+15\n", + " 2.68265608e+15 1.65255223e+15 -2.45906628e+15 1.97963834e+15\n", + " 6.11693099e+15 6.51428268e+14 -6.57619923e+15 -5.59422420e+14\n", + " 6.60393830e+14 -3.23012366e+15 -3.46095774e+15 -2.37692253e+15\n", + " 4.19597341e+14 3.52143884e+15 2.60325939e+14 -2.23402269e+14\n", + " 3.13768301e+15 1.79607528e+14 -1.11377534e+15 6.14521940e+14\n", + " -5.27231380e+14 7.46100778e+14 -3.48692078e+15 -7.98754870e+14\n", + " 1.24911155e+15 -2.70312265e+15 1.67863121e+15 -1.05972790e+15\n", + " 6.07586852e+14 1.75265060e+14 -1.24607388e+15 2.00005280e+15\n", + " 1.71110926e+14 -2.55746057e+15 -6.84495634e+15 -5.40280242e+15\n", + " -1.45242976e+15 -9.81067821e+15 -2.06313680e+14 4.89600239e+14\n", + " -6.26737814e+13 2.99730293e+15 3.50480002e+14 -1.32757630e+15\n", + " 5.07414021e+14 1.33465273e+15 5.33074681e+14 1.12185157e+15\n", + " -1.49346620e+14 1.77936449e+15 1.42629699e+15 7.22041784e+14\n", + " -2.45729298e+15 1.99217385e+15 9.15314344e+13 6.35218534e+14\n", + " 2.79507540e+15 5.11773052e+14 -5.25394176e+13 1.74014849e+15\n", + " -6.41961428e+14 1.79301373e+15 8.70553095e+14 -5.41672053e+14\n", + " 6.55213661e+13 -5.80571047e+14 -1.11981326e+15 -3.75893591e+15\n", + " 1.21499770e+14 -4.63236529e+14 -1.09569331e+15 1.01343666e+15\n", + " -9.03472538e+13 -2.34975251e+14 -1.52472718e+15 4.61107628e+14\n", + " -2.79010380e+15 6.42205554e+14 1.16944725e+14 1.59718420e+14\n", + " 8.07653291e+13 -3.98815062e+14 -2.53696603e+15 -1.27621590e+15\n", + " 3.71152181e+14 1.24884778e+15 5.77582318e+14 3.48523605e+15\n", + " 7.26403554e+14 3.97107003e+13 -2.57689346e+15 -4.50139863e+14\n", + " -3.75574791e+14 -2.01528172e+15 -3.87567376e+14 2.07225678e+15\n", + " 8.43911020e+13 3.63237782e+14 -1.20340101e+15 -7.90826026e+13\n", + " 5.22696549e+14 1.49926516e+15 1.82161461e+15 2.41671242e+15\n", + " -3.86441564e+15 2.90645523e+15 1.20976208e+15 -9.62919538e+14\n", + " 5.19381999e+14 3.50262273e+14 6.56968153e+14 1.44335056e+15\n", + " -1.30118897e+15 6.36858693e+14 -1.83423962e+15 1.83342872e+15\n", + " -1.49008601e+15 1.22280168e+15 -9.83937123e+14 1.74297284e+13\n", + " 1.11826904e+14 1.54851487e+14 -3.87056680e+15 8.72865710e+14\n", + " -2.77570158e+15 -9.95341453e+14 2.54458735e+15 -9.73658000e+14\n", + " -1.98144132e+15 7.15584552e+13 -4.24762134e+14 -2.85275614e+15\n", + " 9.28655306e+14 4.91643184e+14 -3.57244154e+13 -9.29405741e+14\n", + " 1.50918194e+15 1.30089520e+15 -7.65037076e+14 -1.76474956e+15\n", + " 7.25499217e+14 -4.17436464e+14 -4.09399803e+14 -9.27113424e+14\n", + " 6.82803181e+14 -7.02608657e+14 -6.84562330e+14 5.26047990e+14\n", + " -9.12383101e+14 7.48106397e+14 1.71557841e+15 2.01805864e+15\n", + " -7.80385858e+14 1.06242100e+15 4.55309572e+14 -1.33414931e+13\n", + " 7.54402336e+14 4.70898443e+14 -2.74239645e+15 3.43918841e+15\n", + " -6.32341157e+14 8.75508933e+14 -3.73343866e+14 -2.10018023e+14\n", + " -6.79499515e+14 1.04301570e+15 -7.86049302e+14 1.05556694e+15\n", + " -8.70404599e+14 -1.00048768e+15 3.51480038e+15 6.79066372e+14\n", + " -3.72772947e+13 -2.59502365e+14 -1.96305339e+15 4.61103940e+14\n", + " -6.38001842e+14 1.90940187e+15 1.82776114e+15 1.63036807e+15\n", + " 1.18930949e+15 1.32337106e+15 -1.96513517e+15 -1.19332833e+15\n", + " -2.53292723e+15 -1.73169010e+15 1.13475258e+15 -1.07388556e+15\n", + " 7.95380213e+14 1.56496382e+14 6.37754319e+14 1.18574808e+15\n", + " 1.83818736e+15 -3.35534213e+15 -1.67952667e+14 1.94479733e+15\n", + " 1.27716948e+15 7.16324195e+14 -4.34583683e+14 7.69175935e+14\n", + " 9.09479071e+14 1.79076899e+15 -6.72979966e+14 -1.73137426e+15\n", + " 1.89031362e+15 -2.56819199e+14 -1.61266835e+14 -6.00830249e+14\n", + " 1.84903278e+14 2.53018407e+15 -1.38993763e+15 5.96958629e+13\n", + " -7.11511564e+14 1.95530968e+15 -3.55690922e+14 -4.34266865e+14\n", + " -9.13484391e+14 -8.65972646e+14 -7.72478419e+14 8.40871600e+14\n", + " 3.65542861e+14 6.53348588e+14 -1.42128529e+15 5.83448829e+14\n", + " 5.20257225e+14 -1.15541098e+15 -1.47358693e+14 -1.32947252e+14\n", + " -5.46727946e+14 1.45952740e+15 -8.89299537e+14 2.20298674e+14\n", + " 7.65729226e+14 -6.45733658e+14 8.22389791e+14 -1.48699405e+15\n", + " -1.45001629e+14 -5.22772162e+14]\n", + "Found 3197 total galaxies in catalog for cluster 16567\n", + "[-2.36266547e+13 5.21019880e+14 -2.85781557e+15 ... 4.14583250e+14\n", + " -1.52490291e+14 -5.73303462e+14]\n", + "Found 2110 total galaxies in catalog for cluster 41321\n", + "[-1.02981895e+15 1.31090672e+14 -6.39731487e+14 ... -8.73243562e+14\n", + " 7.98076633e+14 -2.30313459e+14]\n", + "Found 368 total galaxies in catalog for cluster 52141\n", + "[ 3.09201316e+14 -1.43405231e+15 -3.55235079e+14 2.52552207e+15\n", + " 5.16403238e+15 -1.67720545e+15 1.42442142e+15 -3.94063757e+14\n", + " -1.78481702e+15 7.61675086e+14 -1.98646670e+15 -1.05969642e+15\n", + " -1.06906908e+14 -3.62738675e+15 2.78538233e+14 2.32009586e+14\n", + " 4.72172994e+15 2.99376401e+15 -3.16207128e+15 4.30976385e+14\n", + " 7.68965962e+14 -5.30439363e+15 -7.41151921e+14 -3.41080258e+15\n", + " -3.56638146e+15 2.19036058e+15 1.15909294e+15 1.98435636e+14\n", + " 8.23858960e+15 -8.17557321e+14 -4.50214618e+12 2.27950771e+15\n", + " 2.45004390e+15 4.22576237e+14 8.64188780e+14 -5.84935183e+14\n", + " 2.49667473e+15 8.79710808e+14 -6.04648696e+15 -2.06933460e+15\n", + " -3.88446990e+15 1.53756891e+15 -1.00409364e+15 2.81830270e+15\n", + " -9.24422900e+14 3.57838343e+15 5.51241535e+15 1.29097078e+15\n", + " 1.30168698e+15 -1.30361708e+14 1.49912089e+15 -2.87461129e+15\n", + " 1.99645985e+14 -7.21757583e+14 2.03516082e+14 -3.26148121e+15\n", + " -2.73066896e+15 -3.35449170e+14 8.94082802e+14 1.13480947e+15\n", + " 1.27541405e+15 1.87735140e+15 -3.72281576e+15 1.41808717e+15\n", + " -1.97185419e+15 -8.09931910e+15 7.88506953e+15 1.09426442e+15\n", + " 2.26640642e+15 1.85087733e+14 1.16514159e+15 6.44190550e+14\n", + " 1.22496071e+15 -1.62633932e+15 -3.80813008e+14 -4.81242439e+14\n", + " 3.64263040e+14 -3.19396883e+15 -6.30769479e+15 2.93081136e+15\n", + " 3.28358803e+15 1.78528479e+15 -2.65419375e+15 5.11870589e+15\n", + " -4.16142953e+14 -3.75482757e+15 -7.14641866e+14 -8.28460658e+13\n", + " 1.16698254e+15 -2.68917496e+15 -4.25858339e+15 2.07757303e+15\n", + " 2.23228146e+15 -3.90040534e+14 2.10558279e+15 1.50269795e+15\n", + " -1.61692330e+15 -1.42077819e+15 9.23030099e+14 2.60756745e+15\n", + " -6.10318093e+14 -1.30166803e+15 1.78769932e+15 -3.88180061e+14\n", + " -8.00404697e+14 8.01385405e+14 -8.83125929e+14 -3.22071401e+15\n", + " -3.36744645e+15 1.16338410e+15 -6.04727478e+14 6.60752202e+14\n", + " 1.73679750e+15 1.01887049e+15 5.48630436e+14 -8.64100399e+14\n", + " -1.02666403e+15 -8.15849362e+13 -2.24586751e+14 -1.42048300e+15\n", + " 3.17559827e+15 -1.66535555e+15 -1.26337814e+15 2.47818129e+15\n", + " 8.06227681e+14 2.12375579e+15 -9.55749454e+14 4.57663101e+14\n", + " -1.31505164e+15 -3.04953133e+14 -1.62380836e+15 2.53934231e+15\n", + " 1.20981686e+15 1.15748086e+15 2.84559309e+11 2.40165135e+14\n", + " -1.37085708e+15 -9.19332053e+14 -3.15069506e+14 -4.46340457e+13\n", + " 7.04247388e+14 1.07449162e+15 -1.21993190e+15 -9.72944803e+14\n", + " 1.16946039e+15 -1.30860920e+14 4.80730679e+14 1.48943861e+15\n", + " 1.74122980e+15 -2.16909979e+15 -8.28504557e+14 -2.30174264e+15\n", + " 1.47661740e+14 6.54206311e+14 -1.98093961e+15 -1.82350457e+15\n", + " 2.99363914e+15 3.03796290e+15 2.82554870e+15 3.09896403e+15\n", + " -7.70879787e+14 6.38306925e+14 -8.31465441e+14 -8.55822632e+14\n", + " -1.49844124e+15 1.03924182e+15 -4.27435854e+14 -1.66284245e+15\n", + " 4.28586236e+15 -4.69745733e+14 -2.33934801e+14 7.78000044e+14\n", + " 5.62898315e+14 -2.65829440e+15 1.29994868e+15 3.30047985e+15\n", + " -4.04382553e+15 7.01476567e+14 8.44137302e+14 -2.12134233e+14\n", + " 6.95092822e+13 1.19789195e+15 8.72725395e+14 3.94361869e+15\n", + " 1.52133050e+15 -7.67713836e+14 -2.03062952e+15 -2.07221699e+15\n", + " 2.31640463e+15 1.09723600e+15 4.44917470e+14 3.67707484e+14\n", + " -1.38559950e+15 -4.23883775e+13 1.54276040e+15 1.39053962e+15\n", + " 9.01997525e+14 1.22572553e+15 1.17171959e+15 -7.80807706e+14\n", + " 2.45058539e+15 -9.21075230e+14 4.35514973e+14 1.73494923e+15\n", + " 1.12219990e+15 2.52647212e+15 3.79420971e+14 -1.28385052e+15\n", + " 1.05476652e+15 5.44823156e+14 -1.88614034e+15 3.95960589e+14\n", + " 1.17936992e+15 1.64470156e+15 1.87245177e+14 9.33372913e+14\n", + " -1.17184436e+15 -2.24742027e+15 -6.64364763e+14 -9.38446120e+14\n", + " 3.61380475e+14 4.70163650e+14 1.74052418e+15 -8.56268035e+14\n", + " -6.89746331e+14 2.22378257e+15 -7.11737445e+14 -7.38976094e+14\n", + " 2.85706945e+15 1.05851659e+15 4.82299646e+14 -2.29809087e+15\n", + " -6.75966925e+13 4.18217570e+14 2.42655220e+14 -2.63922344e+14\n", + " -1.92652399e+14 -5.81770604e+14 -5.43271122e+14 -1.90121602e+15\n", + " -8.55728355e+14 1.27475799e+15 9.52472825e+14 2.51114089e+15\n", + " -2.12073463e+14 -4.33765900e+13 3.52011919e+14 -3.81404653e+14\n", + " 1.00467654e+14 -2.97783473e+14 2.15852230e+14 -7.17458950e+14\n", + " -2.18150682e+15 -1.60875079e+15 1.90578408e+15 9.34807786e+14\n", + " -9.59573302e+14 8.49799066e+14 -8.75253424e+13 8.80196276e+14\n", + " 2.92146258e+14 3.75937329e+14 8.20484190e+14 2.20658696e+15\n", + " 1.76035216e+15 2.63505338e+15 -6.12243254e+14 -1.09498985e+15\n", + " -2.33166487e+14 5.38005201e+13 -1.31761250e+15 -9.45060791e+14\n", + " 3.19100881e+15 -1.24941004e+15 -2.23158749e+15 -6.99913492e+14\n", + " -2.09171435e+15 1.31073434e+15 -8.34260914e+14 2.81628730e+15\n", + " 1.04870909e+15 8.60701623e+14 2.24064854e+14 3.50836092e+14\n", + " -1.21387892e+15 1.46549050e+15 -3.29434355e+14 -1.34585693e+15\n", + " 6.14841636e+14 1.40889933e+15 7.05994436e+14 1.88649274e+15\n", + " -1.32982317e+15 7.99839487e+14 -6.98227443e+13 1.78174919e+14\n", + " -1.17681068e+15 -2.34579173e+15 9.18616378e+14 -8.81253324e+14\n", + " -1.46139387e+15 1.27563440e+15 -5.17445511e+13 1.58430761e+15\n", + " 1.45155419e+14 -2.24584931e+15 1.75430745e+14 1.16974542e+15\n", + " 2.07510870e+15 -5.48830742e+14 -1.18058577e+14 -9.26282713e+13\n", + " 2.19933714e+15 2.79417348e+14 7.47143098e+14 -3.93734221e+14\n", + " 1.26606696e+15 -1.18012628e+15 -1.68166386e+15 -2.71436818e+14\n", + " 1.30049943e+15 2.37683457e+15 1.08277964e+15 9.35418278e+14\n", + " 2.30390062e+15 8.66827455e+14 -4.50724719e+13 8.81304365e+14\n", + " -1.04350917e+15 -7.33143658e+13 -1.91682482e+15 -1.98773620e+15\n", + " 7.13584152e+14 -3.01799913e+14 9.79113723e+14 1.56753038e+15\n", + " 1.15303297e+15 1.82037649e+15 2.11952864e+15 8.56552730e+14\n", + " -1.05295304e+15 2.64423763e+15 -1.82148818e+14 -1.12418135e+14\n", + " 7.18207781e+14 -4.53765788e+14 1.56795223e+13 -6.21842221e+14\n", + " 1.77242050e+14 -7.56068122e+14 -1.11429194e+15 1.30689593e+15\n", + " -1.04406769e+15 4.92471133e+14 -5.55869105e+14 1.13110582e+15\n", + " 2.84010129e+14 -2.33091171e+14 -1.03076889e+15 -6.84170040e+14\n", + " -1.42807213e+15 1.12836125e+15 -1.58610718e+14 1.11637880e+15\n", + " 1.00940984e+15 5.34646331e+14 -8.20598704e+14 5.44021919e+13]\n", + "Found 2288 total galaxies in catalog for cluster 52451\n", + "[-1.99855724e+14 5.74977704e+14 2.51711568e+15 ... 5.13582265e+14\n", + " 2.00219716e+14 2.70815168e+14]\n", + "Found 1273 total galaxies in catalog for cluster 51057\n", + "[-5.77592599e+14 1.19695330e+15 9.35335302e+14 ... 3.29000665e+14\n", + " 4.96010217e+14 -4.30210659e+14]\n", + "Found 1986 total galaxies in catalog for cluster 14210\n", + "[ 3.66732523e+14 -5.42778432e+14 -7.57968585e+14 ... -7.38945616e+14\n", + " -4.70407093e+14 4.22774185e+14]\n", + "Found 2256 total galaxies in catalog for cluster 33410\n", + "[-2.11907885e+13 -1.40875028e+15 -3.36843615e+14 ... 9.48029406e+14\n", + " -2.44515092e+14 3.24947825e+14]\n", + "Found 2978 total galaxies in catalog for cluster 78132\n", + "[-1.10794332e+15 1.89498600e+15 -3.70788096e+15 ... -9.53738310e+14\n", + " 1.62484604e+14 4.16125663e+14]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "cluster_z and type 0.49929956 \n", + "cluster_z and type 0.64601874 \n", + "cluster_z and type 0.6410095 \n", + "cluster_z and type 0.6587467 \n", + "cluster_z and type 0.8156214 \n", + "cluster_z and type 0.6254669 \n", + "cluster_z and type 0.8727886 \n", + "cluster_z and type 0.5422798 \n", + "cluster_z and type 0.77666825 \n", + "cluster_z and type 0.33334264 \n", + "cluster_z and type 0.72671944 \n", + "cluster_z and type 0.46572214 \n", + "cluster_z and type 1.035111 \n", + "cluster_z and type 0.9868597 \n", + "cluster_z and type 0.48154548 \n", + "cluster_z and type 0.34901306 \n", + "cluster_z and type 0.660803 \n", + "cluster_z and type 0.5489526 \n", + "cluster_z and type 0.5732822 \n", + "cluster_z and type 0.48545152 \n", + "cluster_z and type 0.48073718 \n", + "cluster_z and type 0.5205169 \n", + "cluster_z and type 0.45513922 \n", + "cluster_z and type 0.37233016 \n", + "cluster_z and type 0.72563916 \n", + "cluster_z and type 0.25462273 \n", + "cluster_z and type 0.549555 \n", + "cluster_z and type 0.71684 \n", + "cluster_z and type 0.56993246 \n", + "cluster_z and type 0.6154449 \n", + "cluster_z and type 1.0356219 \n", + "cluster_z and type 1.0020661 \n", + "cluster_z and type 0.23431362 \n", + "cluster_z and type 0.5927657 \n", + "cluster_z and type 0.6087652 \n", + "cluster_z and type 0.6046681 \n", + "cluster_z and type 0.50011617 \n", + "cluster_z and type 0.593976 \n", + "cluster_z and type 0.8731144 \n", + "cluster_z and type 0.592247 \n", + "cluster_z and type 0.43162814 \n", + "cluster_z and type 0.51871866 \n", + "cluster_z and type 0.34493634 \n", + "cluster_z and type 0.43753046 \n", + "cluster_z and type 0.6061629 \n", + "cluster_z and type 0.71660864 \n", + "cluster_z and type 0.8984475 \n", + "cluster_z and type 0.86106193 \n", + "cluster_z and type 0.57198143 \n", + "cluster_z and type 0.48342547 \n", + "cluster_z and type 0.24044088 \n", + "cluster_z and type 0.6384199 \n", + "cluster_z and type 0.45206454 \n", + "cluster_z and type 0.7653682 \n", + "cluster_z and type 0.4100084 \n", + "cluster_z and type 0.9812018 \n", + "cluster_z and type 0.99775815 \n", + "cluster_z and type 0.8671669 \n", + "cluster_z and type 1.0477397 \n", + "cluster_z and type 0.49412334 \n", + "cluster_z and type 0.596166 \n", + "cluster_z and type 0.9101417 \n", + "cluster_z and type 0.5932099 \n", + "cluster_z and type 0.7193937 \n", + "cluster_z and type 0.653051 \n", + "cluster_z and type 0.53016365 \n", + "cluster_z and type 0.46268275 \n", + "cluster_z and type 0.84439105 \n", + "cluster_z and type 1.1292421 \n", + "cluster_z and type 0.28674597 \n", + "cluster_z and type 0.7892001 \n", + "cluster_z and type 0.5305519 \n", + "cluster_z and type 0.62169576 \n", + "cluster_z and type 0.61630654 \n", + "cluster_z and type 1.0183831 \n", + "Process 0 done reading\n", + "Overall pair count = 168710\n", + "Collecting data for cluster 0\n", + "Found 2416 total galaxies in catalog for cluster 11\n", + "[-7.84078591e+13 -1.00634301e+14 -3.19048159e+15 ... 7.20812384e+14\n", + " -4.77552103e+14 -4.47345378e+12]\n", + "Found 1982 total galaxies in catalog for cluster 827\n", + "[-8.46831090e+14 5.15085280e+14 -1.85691178e+15 ... -8.03486220e+14\n", + " -8.42444951e+14 -4.19608013e+14]\n", + "Found 1929 total galaxies in catalog for cluster 1985\n", + "[ 4.00798096e+14 -1.82269476e+15 9.61865720e+14 ... -7.99938076e+14\n", + " -1.07058421e+15 -2.95530953e+14]\n", + "Found 1887 total galaxies in catalog for cluster 1632\n", + "[-8.94770475e+14 4.96600824e+14 -1.86244835e+15 ... -3.54982182e+14\n", + " -2.30181381e+14 -4.35457154e+14]\n", + "Found 639 total galaxies in catalog for cluster 2453\n", + "[ 3.17901539e+14 -1.20173834e+15 1.96521915e+15 -7.65320022e+14\n", + " 2.15408572e+15 -6.83488687e+14 -1.66360820e+15 -1.38111094e+14\n", + " 6.09073706e+14 6.55727956e+14 1.50203827e+15 4.23140019e+15\n", + " -5.48812825e+15 -1.41933357e+15 2.65259082e+15 -1.36075730e+15\n", + " 2.51354537e+15 -5.91932694e+15 -3.62016948e+14 -8.16175853e+15\n", + " 1.22788868e+15 1.60257479e+15 1.08473754e+15 1.23446796e+14\n", + " -3.76759600e+15 1.34063631e+14 -3.05603404e+15 -2.83929091e+15\n", + " 8.06540128e+14 1.65371572e+14 2.11301947e+15 -1.50320952e+15\n", + " -1.76033451e+15 -3.70423259e+15 -5.06373053e+15 -1.53819805e+15\n", + " 7.37449815e+15 -2.89862043e+15 5.94223200e+15 2.25060088e+13\n", + " -3.32195612e+14 5.77637401e+15 -6.26074231e+15 -1.16156410e+15\n", + " 4.06447428e+15 4.44855940e+14 2.83914646e+14 8.51787090e+14\n", + " 1.21466035e+15 4.49690122e+14 -2.68145478e+15 -2.21506749e+15\n", + " 4.51329810e+14 1.14068697e+15 -1.94813624e+15 -1.09527766e+15\n", + " -4.53310308e+14 -1.16718374e+15 1.50873649e+15 -3.35997006e+15\n", + " -2.94346967e+15 6.94644019e+14 1.74857083e+15 2.71994900e+15\n", + " -1.76904857e+15 -3.56103624e+14 -3.59296928e+15 -4.08083870e+14\n", + " -3.21530685e+15 -5.57444454e+15 -7.19877849e+14 1.03309420e+13\n", + " 2.89153414e+15 -9.60957431e+14 -3.44345143e+15 -1.69587965e+15\n", + " -3.18230545e+15 -2.11982864e+14 1.64596726e+15 -1.99841567e+15\n", + " -2.05610536e+15 2.16831686e+15 -1.14003166e+15 1.56920741e+15\n", + " 2.30552185e+15 9.83585081e+13 1.12396846e+15 1.29592296e+15\n", + " 1.51524584e+15 3.30626740e+14 -1.05094797e+14 -1.71804680e+15\n", + " 1.09111833e+14 -1.97289682e+15 -1.34911972e+15 -2.71216543e+15\n", + " -3.29391976e+15 -6.28314706e+14 9.42407938e+14 -1.35834594e+15\n", + " 5.80514552e+14 2.59735166e+15 1.23947238e+15 1.77355355e+15\n", + " 7.29983171e+14 -5.00624799e+14 -9.02730373e+14 7.63249970e+14\n", + " -2.56076590e+14 -3.35993119e+14 -3.16141345e+15 2.46189192e+15\n", + " -4.02419287e+15 -8.89363815e+14 -7.05752539e+14 6.59502403e+13\n", + " -1.67366257e+15 -2.16298170e+15 -3.42405617e+15 8.35578347e+14\n", + " -5.96303311e+13 -1.59689110e+14 -1.35082449e+15 -3.87497362e+14\n", + " 5.50280707e+14 1.85121736e+15 4.67120886e+14 1.35374176e+15\n", + " -1.26081605e+15 -3.85066534e+15 -4.21222994e+14 4.60391053e+13\n", + " 1.89467221e+15 8.67177129e+14 -1.91674534e+14 5.09806188e+15\n", + " 1.61333721e+15 -5.79645383e+14 6.60516740e+14 1.10927757e+14\n", + " -2.38653505e+14 -4.92644451e+14 4.45286382e+15 5.71960863e+14\n", + " -2.63779287e+15 3.30507492e+14 8.78262269e+14 -1.65849555e+15\n", + " -7.37026761e+14 -6.29092214e+14 -3.11201838e+14 -9.81315916e+14\n", + " 3.32410833e+15 -1.79930247e+13 1.14407770e+15 -1.88759613e+15\n", + " -4.08723033e+14 -2.03281387e+15 -1.90174364e+15 1.01606769e+15\n", + " 4.57213571e+15 -2.65686708e+15 1.36298087e+15 8.68339402e+13\n", + " -4.60943633e+15 1.81132810e+15 -4.56649642e+14 1.71075540e+15\n", + " -1.28405594e+15 -9.62428151e+14 -1.41755799e+15 9.02281896e+14\n", + " 4.56743566e+14 3.41017502e+15 -3.86419442e+14 1.46078389e+15\n", + " -1.40713306e+15 2.18044487e+15 -9.12795621e+14 1.01553405e+15\n", + " -1.03536770e+15 2.63984577e+15 6.33249633e+14 -1.96702180e+15\n", + " -6.87113687e+14 2.49930036e+15 2.17765001e+15 -6.33195295e+14\n", + " -1.40489587e+15 1.93602775e+15 8.17263355e+14 3.49042718e+13\n", + " 2.79030537e+15 -1.82997685e+14 -3.26489921e+14 -8.28150969e+13\n", + " -1.11757535e+15 -8.79819999e+14 1.13948017e+14 -1.79165795e+15\n", + " 3.36076905e+12 2.20260733e+13 -1.84266162e+15 -2.07262153e+15\n", + " -7.37642481e+14 -1.06571681e+15 -3.00187944e+15 1.03982045e+14\n", + " -1.36346297e+15 -1.38197027e+15 -1.21625909e+15 5.29766268e+14\n", + " -1.65365613e+15 2.08930634e+13 -1.18651860e+15 -7.94514531e+13\n", + " 9.49320728e+14 -4.94329971e+14 2.58309699e+14 4.58150328e+14\n", + " -3.10536721e+14 4.74319720e+14 -1.54883538e+15 2.54635494e+15\n", + " 2.15953113e+15 2.38621086e+15 2.10617078e+13 2.05174258e+15\n", + " 4.53480123e+14 -2.02138343e+15 -1.23301246e+15 4.54723966e+14\n", + " -4.80958006e+14 1.40822052e+15 5.10546470e+14 1.30598866e+15\n", + " 2.36197537e+15 -1.92914820e+15 -1.60485731e+15 2.92246258e+15\n", + " -1.40487226e+15 -3.48068166e+14 1.94948340e+14 1.14923866e+15\n", + " 1.10098925e+15 1.42969683e+14 -1.44051918e+15 -9.62204424e+14\n", + " 9.81542242e+14 1.17378936e+15 1.32032863e+15 9.81885769e+14\n", + " 6.57858627e+14 -2.28605690e+15 -3.55167889e+14 1.17248971e+15\n", + " 8.11217925e+14 -2.28251269e+15 1.44264651e+14 5.42073330e+14\n", + " -2.87516135e+14 -2.18638038e+14 3.51969297e+14 4.23690110e+14\n", + " 1.82139997e+15 1.49341608e+15 -8.73027336e+14 8.44449204e+14\n", + " -4.43634265e+14 -6.49633848e+14 -4.72082058e+14 -4.36307345e+14\n", + " -7.39596100e+14 -1.99532934e+15 8.61670109e+14 -1.44966116e+15\n", + " -2.27667065e+15 2.42734140e+14 -1.12296065e+15 1.78950596e+15\n", + " -4.58266804e+14 9.34550075e+14 -1.19039198e+13 -9.71408451e+14\n", + " 1.13377602e+15 9.76683316e+14 1.47579514e+15 1.31055898e+15\n", + " 1.03599217e+15 1.03278429e+15 1.68868116e+15 1.15162694e+15\n", + " 2.18727096e+15 1.27019642e+15 2.76455879e+14 -1.71263771e+15\n", + " -1.60943475e+15 1.88834956e+15 -2.98389921e+14 -4.68090438e+14\n", + " 5.44568085e+14 6.89213988e+13 1.19688930e+15 -8.41089453e+14\n", + " -6.69864475e+14 -1.84403336e+14 9.04632311e+14 -3.99702513e+14\n", + " 9.82490585e+14 -3.82881759e+14 -6.61603299e+14 9.59592161e+14\n", + " 2.46458091e+14 -1.55033450e+15 3.35024475e+14 8.33522802e+14\n", + " 3.03599381e+13 -4.75820953e+14 -1.70970343e+15 -4.05721294e+14\n", + " -9.44792866e+13 3.30889184e+15 7.30861193e+14 -1.71951963e+15\n", + " -6.00140014e+14 -1.08944730e+15 -4.32754270e+14 -2.94193905e+15\n", + " 9.28343207e+14 -1.98901719e+15 -6.95849482e+14 -4.50983140e+14\n", + " 5.50370422e+14 1.50952648e+15 3.16201945e+15 -8.57304737e+14\n", + " 1.44509419e+15 1.57581047e+15 -2.11311205e+15 -7.08982762e+14\n", + " -1.36717262e+15 1.33265145e+15 1.59210551e+15 1.57195031e+15\n", + " 9.26595564e+14 8.62271983e+13 1.84046703e+15 -2.45686580e+14\n", + " 7.57490925e+14 -1.72289997e+15 2.03289221e+15 1.26104006e+15\n", + " 4.35246408e+14 2.17447330e+15 2.03664175e+14 -1.78811620e+14\n", + " -5.72884569e+14 -1.05692048e+14 -6.88761063e+14 1.62409826e+15\n", + " 3.76614423e+14 1.09046348e+15 -1.67783438e+14 -1.37224173e+15\n", + " -8.30372881e+13 1.11725024e+15 -7.54221482e+14 -2.36951309e+15\n", + " -1.20614090e+15 -6.44226310e+14 2.09273455e+14 -7.02744206e+14\n", + " -5.41392168e+14 3.92339653e+15 6.53481727e+14 -4.58804115e+14\n", + " 1.64998551e+15 -4.41414866e+14 -2.55415219e+14 -1.25722703e+15\n", + " 1.41706853e+14 1.34657520e+15 2.78118572e+14 1.10129971e+15\n", + " 1.27606414e+15 -3.86279380e+14 2.32801423e+15 1.14420332e+15\n", + " -1.12650816e+15 5.39549464e+14 5.27734351e+14 -1.76664377e+15\n", + " 1.29430727e+15 2.89985455e+14 2.39379810e+15 2.43301966e+14\n", + " 2.45970092e+15 1.63084861e+14 2.51439141e+14 -1.12189316e+14\n", + " -1.55112280e+15 -1.79386074e+15 3.03017002e+14 1.96171667e+15\n", + " 8.69354571e+14 1.22259831e+14 -1.66942716e+14 7.41026746e+14\n", + " 3.50317717e+15 6.14497906e+14 -5.88305747e+14 -4.27336291e+14\n", + " -2.27051324e+15 2.00377415e+15 -1.60505553e+15 2.36651626e+14\n", + " 4.26135654e+14 -1.67028361e+14 9.30556581e+14 2.60111221e+14\n", + " -1.47223732e+14 5.84663523e+14 -1.53702328e+15 6.63610826e+14\n", + " 1.00045288e+15 6.68046977e+14 1.38462293e+14 -1.28879078e+14\n", + " -6.84225624e+14 -1.11967933e+14 -7.88279089e+14 6.31104124e+14\n", + " 3.17021497e+15 4.86026129e+14 9.28988570e+14 2.73849089e+14\n", + " 2.50180090e+14 -8.85974548e+14 -2.08576403e+15 7.08567387e+13\n", + " -1.22932812e+15 3.98435552e+14 5.47090106e+15 -1.89622308e+15\n", + " 7.34317002e+14 -8.91693210e+14 1.22787472e+15 -4.55544577e+14\n", + " -1.30215313e+14 4.74352311e+14 1.40814279e+14 6.42429277e+14\n", + " -5.31846100e+14 8.16767707e+14 2.30602500e+15 1.07043385e+15\n", + " -1.87081473e+14 7.91942305e+14 1.29630758e+15 -2.64228469e+14\n", + " -6.99536678e+14 -3.31283322e+14 -4.03972321e+15 2.26353796e+14\n", + " -2.38836304e+14 1.31547830e+15 5.37671217e+14 -1.38118905e+15\n", + " -1.65260350e+15 2.17497562e+14 -1.87679638e+14 -2.74295065e+14\n", + " 1.46249084e+15 1.31420385e+14 1.57365826e+15 -8.21463698e+14\n", + " 5.39205401e+14 8.27528329e+13 1.37654260e+15 -1.47843783e+15\n", + " 2.89295196e+13 9.62796078e+14 2.57329998e+15 6.82260944e+14\n", + " -7.60769086e+14 1.40476887e+15 1.14093203e+15 1.85964728e+15\n", + " -6.70013767e+14 -5.23207485e+14 -3.76569373e+13 4.25998535e+13\n", + " -9.34815926e+14 -1.50673269e+14 2.31212558e+15 -6.49583083e+14\n", + " 2.22253001e+15 8.78288859e+14 1.81076917e+15 3.79056268e+14\n", + " -1.23340360e+15 -7.62565244e+14 1.18313002e+15 5.05693592e+14\n", + " -1.01760072e+14 1.23468256e+15 1.30220671e+15 -2.94620567e+14\n", + " 1.15416770e+15 -8.35207373e+14 -8.71891115e+14 -9.12556412e+14\n", + " 6.69788826e+13 1.92822832e+15 -1.94321995e+15 3.89301920e+14\n", + " 2.27497581e+15 -6.79603187e+14 3.60929369e+14 9.38393551e+14\n", + " -1.95890905e+15 1.71727120e+15 -6.57467277e+14 5.41077175e+14\n", + " 6.34385933e+14 -3.36460861e+15 -2.25600400e+14 -1.01726521e+15\n", + " 4.94108517e+13 -1.89436267e+14 5.10039592e+14 2.10030902e+14\n", + " 1.66102020e+15 -6.72974464e+14 -2.07785601e+14 9.39568817e+14\n", + " 5.04948403e+14 1.90947893e+15 8.49930318e+14 -7.98066615e+13\n", + " 4.96423129e+14 1.04497661e+15 -6.84682004e+14 -1.72394986e+14\n", + " 1.88508675e+15 5.21609702e+14 1.15892448e+15 -1.55968053e+15\n", + " 1.48685914e+15 -1.11923016e+15 -1.56648493e+15 7.07432260e+14\n", + " 7.64340128e+14 6.97831894e+14 -1.98922771e+15 8.71545649e+14\n", + " 2.11845561e+15 1.54964365e+15 -1.27938452e+15 -6.07543926e+14\n", + " 2.30350720e+13 -1.47199996e+15 -8.42501281e+14 -2.24123896e+15\n", + " 1.14374472e+15 5.51674780e+14 1.62689147e+15 -1.58582331e+15\n", + " 5.97023010e+15 -2.05880191e+15 -7.67832354e+14 3.19590359e+14\n", + " -2.09085350e+14 1.35105747e+15 1.23162513e+14 4.91217882e+14\n", + " 6.50929742e+14 1.42705206e+15 -2.52809008e+14 -1.48196424e+15\n", + " 9.94581272e+13 1.18841728e+15 1.74721806e+15 6.36321918e+14\n", + " 1.61968443e+13 -8.80048703e+14 1.71384917e+14 -1.33669647e+14\n", + " -1.03218369e+15 -7.64195644e+14 9.73266696e+14 -2.13680406e+14\n", + " -1.81436486e+15 -1.53566688e+15 -8.26534543e+13 1.14758055e+15\n", + " -5.33214995e+14 1.96703311e+15 1.15572648e+15 1.04728711e+14\n", + " -9.69652004e+14 3.03590649e+14 -1.27206660e+14 -6.47700645e+14\n", + " -2.57283683e+15 6.74687622e+14 -2.11664923e+14 3.80625611e+15\n", + " -2.13390734e+14 1.27075750e+15 1.38327904e+15 4.25220492e+13\n", + " -2.19473690e+13 -8.78522344e+14 -6.72903341e+14 -1.45062657e+14\n", + " 7.13939778e+14 -7.21557115e+14 8.23849186e+14 9.25285927e+14\n", + " -1.59616819e+14 5.13961107e+14 -8.43742776e+13 -2.85905432e+14\n", + " -1.35925750e+15 4.40641253e+14 -1.22775857e+15 1.08794357e+14\n", + " 1.30499440e+14 -7.42688889e+14 -1.05241816e+15 2.55494869e+14\n", + " -9.85172249e+14 -3.68551689e+13 -9.44230082e+13 1.56873065e+15\n", + " -3.24017305e+14 1.69380869e+14 3.78109943e+14]\n", + "Found 3068 total galaxies in catalog for cluster 2678\n", + "[-2.48291919e+15 3.58325592e+15 1.98706130e+14 ... 4.70434671e+14\n", + " 9.61785497e+13 3.42119433e+14]\n", + "Found 722 total galaxies in catalog for cluster 4643\n", + "[-6.10171816e+14 -1.08471463e+15 -2.21196630e+15 2.00353886e+15\n", + " -6.10463193e+15 8.96564122e+14 8.82717452e+14 -4.00409096e+14\n", + " -4.54966709e+15 6.87843518e+14 -3.88795067e+15 -1.92027011e+15\n", + " 1.49151429e+15 4.40400089e+15 2.41060522e+13 3.52704706e+15\n", + " -7.23279933e+14 -2.26818932e+15 1.82940062e+14 2.88046176e+15\n", + " 1.79265489e+15 -1.99801446e+15 -5.35236018e+14 -4.82349822e+15\n", + " -1.19599143e+15 -1.33250602e+15 -3.25056303e+15 3.07437935e+15\n", + " -1.81715063e+15 4.68151992e+15 -1.33677818e+15 -1.25807045e+15\n", + " -1.23057604e+15 5.58586572e+15 -1.43414895e+15 3.16999863e+15\n", + " -2.12840059e+14 -7.89501606e+14 -1.65979310e+15 -5.30716123e+14\n", + " 7.92322156e+14 -9.62513250e+14 1.51281106e+15 9.36904275e+14\n", + " -4.49879190e+15 3.41453603e+14 1.51880042e+15 1.67663310e+15\n", + " 2.57652204e+15 -2.92769625e+15 1.79833944e+15 -1.73138475e+15\n", + " 3.43100651e+14 1.52361154e+15 -1.92158566e+15 8.29461390e+14\n", + " -1.57158307e+15 -2.68199833e+15 -1.14063062e+13 2.82190151e+15\n", + " -3.75295604e+15 1.35087680e+15 6.70298466e+14 1.83640603e+15\n", + " 5.34641976e+14 -1.65946638e+15 1.74073099e+15 8.36185756e+14\n", + " -4.94088507e+14 -2.33821985e+13 -2.57056140e+15 6.02531444e+14\n", + " 5.25729104e+15 7.77598973e+14 -1.80934426e+15 -2.55683802e+15\n", + " -9.60039994e+14 -8.50041618e+14 9.43869425e+13 3.03281283e+15\n", + " 3.66218118e+15 -4.22080188e+15 -2.72988538e+14 1.53257881e+12\n", + " -6.09067213e+14 -3.19336741e+15 -2.41396150e+15 4.68515442e+14\n", + " 1.38067990e+15 -4.87259767e+15 -1.38243616e+15 -6.29314397e+14\n", + " 1.01082350e+15 1.25548263e+15 -2.42722638e+15 5.96116228e+14\n", + " -2.78051975e+15 4.51725483e+15 7.81208004e+14 -3.19516206e+14\n", + " -1.22785733e+15 2.40122914e+15 1.13536927e+15 -2.18815096e+15\n", + " -4.88382310e+14 -7.58336683e+13 -2.32149521e+15 8.90218899e+14\n", + " -6.06503664e+14 -5.15922356e+14 1.43274187e+15 1.15170039e+15\n", + " -1.51447401e+15 -1.93626571e+15 4.84160665e+14 2.62131970e+14\n", + " -1.86907316e+15 -5.99413809e+15 1.05448405e+15 1.72864933e+15\n", + " 2.53896533e+15 1.45773802e+14 -1.59281153e+13 -1.17244931e+15\n", + " 1.20455185e+15 9.33679093e+14 1.29939541e+15 -5.05628958e+15\n", + " -1.33978575e+15 -3.51518404e+15 2.21778160e+15 -3.28125404e+15\n", + " -1.53317872e+15 -2.32414920e+15 -3.17075771e+14 -1.95033025e+15\n", + " 1.04259446e+15 1.99467725e+15 2.67727940e+15 -6.23329482e+14\n", + " -2.13960360e+15 -8.07775344e+14 1.93542365e+15 -2.23948222e+15\n", + " -3.24970406e+15 -2.51974828e+15 -4.67961265e+15 -1.30306755e+15\n", + " 4.49609527e+15 -1.11607106e+15 1.66287996e+15 2.15205271e+15\n", + " 2.73521965e+15 2.06628703e+15 -1.91329093e+14 6.40587205e+14\n", + " -2.57213384e+15 -6.21462534e+14 -1.25480711e+15 -2.95696102e+15\n", + " 1.11513858e+15 -7.42542724e+14 1.16756191e+15 1.44080276e+15\n", + " 4.03308486e+14 9.24311691e+14 -3.68271973e+14 4.18441316e+14\n", + " 1.64394850e+14 1.24963154e+15 -1.24272243e+15 -5.01353757e+14\n", + " 1.63303245e+15 9.38378378e+14 -3.32025389e+14 -3.43720115e+14\n", + " -9.89568860e+13 3.47360087e+15 1.07009748e+15 2.20958447e+15\n", + " 2.04962531e+15 -8.29401494e+13 -1.95689454e+15 1.37007611e+14\n", + " 7.39601755e+14 2.33228742e+15 -4.04714408e+15 2.16882754e+14\n", + " 4.29963517e+15 1.42877282e+15 1.96737949e+14 6.06840901e+15\n", + " 3.05204733e+15 5.12059162e+15 2.39372070e+15 2.30033424e+15\n", + " -4.81098150e+15 -1.27724947e+15 1.36042088e+15 1.52593534e+15\n", + " -1.27256812e+15 1.75087816e+15 1.44697377e+15 -9.30403791e+14\n", + " 2.23843598e+15 2.40996670e+15 1.62968569e+15 3.66491617e+15\n", + " 2.13750801e+14 -5.59995149e+14 -1.91049114e+15 1.44818352e+15\n", + " 8.40498635e+14 -1.63104880e+15 -1.09714638e+15 -9.38301616e+14\n", + " -1.10475765e+15 -7.10873370e+14 4.97310150e+14 -8.01792175e+14\n", + " -5.40529512e+15 8.55805227e+14 -8.55092597e+14 -1.82298607e+14\n", + " 1.28935640e+15 4.35216561e+14 1.70917530e+15 -1.22232233e+15\n", + " 3.39615621e+14 -9.96514136e+13 4.35742564e+13 -1.04156211e+15\n", + " 1.71571219e+15 7.43916595e+14 1.28803122e+15 -7.26037886e+14\n", + " 2.20804984e+15 -1.26523899e+15 1.06156916e+15 -1.23419199e+15\n", + " 8.83043245e+14 -9.81001288e+13 -2.39662121e+15 -1.37623535e+15\n", + " -2.67959935e+15 -1.98440974e+15 2.66850971e+14 -9.14946745e+14\n", + " -5.44104189e+14 -1.64151264e+15 -4.22614466e+15 1.27533431e+15\n", + " -1.26058291e+15 3.33460115e+15 -9.70999654e+14 1.01683379e+14\n", + " 4.38238760e+13 -3.19361020e+14 -9.05996476e+14 1.17808428e+15\n", + " -1.20452004e+15 -3.99329972e+14 1.61246119e+15 -1.63867372e+15\n", + " -5.72979319e+14 9.29042916e+14 1.71775006e+15 1.42408706e+15\n", + " -1.61103081e+15 2.18380727e+15 -1.03396192e+15 -2.62572208e+14\n", + " 9.85110838e+13 -3.86564704e+14 -1.31252518e+15 -7.62247230e+14\n", + " -2.45289604e+14 2.92885156e+13 2.78115558e+15 3.33863921e+15\n", + " -9.74223702e+14 1.02680972e+15 1.66286797e+14 -7.29148393e+13\n", + " -1.32211223e+15 3.51581177e+13 -4.97696372e+14 -6.99808117e+13\n", + " 6.62980927e+14 5.15869878e+14 -4.14868108e+14 -3.15953671e+13\n", + " -1.80669927e+15 9.97804087e+14 -1.50838623e+15 5.21316603e+13\n", + " -4.81142648e+14 8.94411617e+14 5.44014511e+13 1.72674302e+15\n", + " -6.95474256e+14 1.94680585e+15 -2.19005490e+15 2.14581732e+15\n", + " -3.16503548e+14 -2.20650315e+15 3.82262167e+14 -2.40358316e+14\n", + " -2.73591565e+14 -1.24637362e+15 -4.80994330e+15 -1.81874876e+15\n", + " 1.92003407e+15 -6.94007235e+14 6.19330555e+14 -1.74450350e+15\n", + " 2.56667559e+15 1.76225977e+15 7.38915917e+14 6.76417450e+15\n", + " -7.61654987e+13 5.68552820e+13 -1.05232801e+15 1.24570219e+15\n", + " -4.19403190e+14 -1.50965974e+15 8.25224393e+14 1.71066577e+15\n", + " 1.07911116e+15 -1.98158738e+15 -3.15614705e+14 -1.32649305e+15\n", + " -1.47868117e+15 6.69050843e+14 -1.09919004e+15 1.36832990e+15\n", + " -1.68168194e+15 -1.97764306e+15 2.30544065e+15 1.28035487e+15\n", + " -5.58106683e+14 5.05489210e+14 1.25118535e+15 -2.70144452e+15\n", + " -2.16699956e+15 1.07240469e+15 -8.77768710e+13 7.97135571e+14\n", + " -2.17435260e+15 -6.82175495e+13 2.19171768e+14 -1.73075008e+15\n", + " 6.17899860e+14 1.16398056e+15 3.13033384e+14 7.27978292e+14\n", + " -8.00887204e+14 -2.58576606e+14 -2.48990328e+14 -9.16175722e+14\n", + " -1.41391028e+14 -1.85863783e+15 -1.37234943e+15 1.95971283e+15\n", + " -3.12918133e+14 -2.69082318e+15 1.37917374e+15 -1.72231923e+14\n", + " 5.03265979e+15 6.12902791e+14 -8.11879206e+14 1.94063319e+15\n", + " 1.72005676e+15 6.14154190e+14 -2.49839439e+15 -1.05544535e+15\n", + " -9.42714566e+14 5.57231070e+14 2.26330608e+15 -7.72836473e+14\n", + " 1.51545354e+15 2.96387376e+15 -3.89184182e+14 -1.31708035e+15\n", + " 1.46746251e+14 -1.37742216e+15 -4.26953222e+14 -6.39999851e+14\n", + " 9.05467547e+14 -2.58968225e+14 3.87870517e+15 1.85809886e+15\n", + " 1.37958297e+15 2.84994382e+15 1.03458317e+14 7.45855080e+14\n", + " 1.04967819e+15 2.91838682e+14 -6.93211021e+14 -8.90319069e+14\n", + " 1.27625908e+15 1.33045159e+15 8.65209142e+14 3.61102363e+15\n", + " 1.54096472e+15 1.18819904e+15 5.00619568e+14 1.60933437e+15\n", + " -2.08563616e+15 1.66438454e+15 2.62860289e+15 -5.72268379e+14\n", + " -2.72770010e+14 -3.94916758e+14 -4.03196525e+14 2.49167076e+15\n", + " 1.65909275e+15 -1.17520805e+15 -3.99671775e+14 -2.09825461e+14\n", + " -9.28415852e+14 3.12163119e+14 4.25002558e+14 7.04000768e+14\n", + " -3.47936590e+14 -9.38290548e+14 -2.01453703e+14 3.59214184e+14\n", + " -8.22556654e+14 5.59928017e+14 2.10286462e+15 9.09638837e+13\n", + " -7.76107214e+14 -3.72005817e+13 -1.33992815e+15 1.21063419e+15\n", + " 1.90943916e+15 2.52443434e+15 -1.19303154e+14 -7.50433235e+14\n", + " -7.69984586e+14 1.72814764e+15 -1.67281009e+15 1.21396812e+15\n", + " 2.82238578e+15 1.34450944e+15 4.87818602e+14 -4.00007377e+15\n", + " 3.69575440e+14 -8.37766177e+14 -8.76601048e+14 3.58275717e+14\n", + " 1.37921712e+15 1.93358361e+14 8.59069761e+14 8.01518537e+14\n", + " 2.75702985e+14 8.79326284e+14 -6.00249846e+14 -7.33962473e+14\n", + " 2.08849120e+14 3.51831406e+14 -5.02582479e+14 -1.44601339e+15\n", + " 1.06268060e+15 9.73420530e+14 -6.70398338e+14 -1.16492834e+15\n", + " -9.30065683e+14 1.28462902e+15 -2.26048007e+15 3.15062455e+14\n", + " -5.55316780e+14 3.72890320e+14 -5.55320115e+14 -3.73432286e+14\n", + " -1.66677180e+15 -9.89935520e+14 6.03225500e+14 -1.64231361e+15\n", + " -1.82506378e+15 -1.69247357e+15 7.10129033e+13 -2.30473695e+14\n", + " -1.06826208e+15 2.90212089e+14 -1.46280552e+15 -3.40864582e+13\n", + " 9.42184147e+14 1.36728391e+15 -1.71794556e+15 -2.84921864e+14\n", + " 4.87993725e+14 4.04428354e+14 1.38685807e+14 2.46317312e+14\n", + " 1.44788119e+15 -1.03371247e+15 4.23751357e+14 -2.23146602e+14\n", + " -1.80909561e+15 -2.66319736e+14 1.86164831e+15 1.15851737e+14\n", + " 1.43828212e+15 1.03201557e+15 -8.51335424e+13 4.37619352e+14\n", + " -1.69531418e+15 8.73962931e+13 -1.57076816e+15 -3.00962084e+14\n", + " 6.79398606e+14 1.22308222e+15 -5.88985873e+14 1.63054809e+15\n", + " 8.07522868e+14 -2.99355756e+13 -5.93451359e+13 -3.13695688e+15\n", + " -3.00666129e+14 -5.65966433e+14 1.93984570e+14 -2.78477900e+15\n", + " 1.65734926e+14 1.62538367e+14 8.41490768e+14 2.58337098e+15\n", + " 1.85470153e+15 -3.94960748e+14 -7.38198076e+13 1.00962049e+15\n", + " -3.69322574e+14 9.43153962e+14 1.25857530e+14 -7.18333234e+14\n", + " -7.83902223e+13 -1.96738804e+15 -1.66043815e+15 -1.41822576e+15\n", + " 1.39163960e+15 -1.47420436e+15 -1.00149238e+15 -1.12171602e+15\n", + " 1.43397402e+15 -2.46251551e+15 -7.58172774e+14 -1.70479403e+15\n", + " -9.73547128e+14 -9.67759936e+13 6.04785097e+14 5.26430411e+14\n", + " -9.59457734e+14 9.97965317e+13 -4.39424418e+14 5.81766943e+14\n", + " 1.23169946e+14 1.76628818e+15 1.13287651e+15 3.25804794e+14\n", + " -2.32938704e+15 1.01506361e+15 -1.21294797e+15 -4.16970089e+14\n", + " 3.08722200e+14 6.33877842e+13 -1.40404661e+15 -1.41798410e+15\n", + " 1.80342839e+15 2.94688411e+14 -8.44557615e+14 2.80207297e+14\n", + " -7.72326106e+14 6.05637627e+14 -5.97337970e+14 -1.06116541e+15\n", + " 1.18564096e+14 -1.83503111e+15 2.03686477e+15 -2.25859798e+15\n", + " -1.49096174e+15 5.11438145e+14 3.33919432e+15 -2.72990044e+14\n", + " 1.06559124e+14 -3.54047470e+14 -2.25738869e+15 4.09777485e+14\n", + " 2.26778225e+15 7.44000240e+14 2.19794673e+15 1.33955029e+15\n", + " -1.90484374e+15 1.39134958e+15 -1.36589026e+15 -1.18953912e+15\n", + " -1.88920258e+15 9.96856561e+14 -4.32179539e+14 -1.40346029e+15\n", + " 7.56600501e+14 2.39397554e+15 2.24143513e+14 1.93444037e+15\n", + " -3.55760543e+14 -6.89350185e+14 1.96863763e+15 -4.47767581e+15\n", + " 2.28614187e+14 1.28647030e+14 1.33705497e+14 6.76044519e+14\n", + " -1.82702021e+14 8.16658888e+14 1.18525752e+15 -1.36453536e+15\n", + " -6.68968415e+14 -1.20788858e+15 7.72577185e+14 9.54465629e+14\n", + " -9.02033284e+14 -8.72092743e+13 -8.36068282e+14 -4.36167493e+12\n", + " -1.36564958e+15 -1.79180924e+15 -1.71032979e+14 6.72630326e+12\n", + " 4.85116291e+14 -1.00098343e+15 -6.30808252e+13 -1.31794089e+15\n", + " 1.49336232e+15 5.72800810e+14 8.46817337e+14 -6.69984561e+14\n", + " 1.08209706e+15 -4.46591529e+14 1.41847242e+14 3.12324652e+14\n", + " -1.31585196e+15 1.52962789e+14 -5.64004498e+14 -1.45109991e+15\n", + " -8.61813099e+14 -8.27299478e+14 1.02039831e+15 3.00140350e+14\n", + " -7.74362480e+14 9.40462698e+14 -1.78103336e+15 6.17533292e+14\n", + " 4.91194477e+14 2.98732274e+14 1.84479624e+14 7.01264123e+14\n", + " 1.26539724e+15 9.37891868e+14 -4.34006644e+14 -1.48679120e+15\n", + " -4.39692316e+14 5.74177055e+14 5.43614540e+14 6.45304104e+14\n", + " -9.33395688e+14 1.47084968e+14 1.08237551e+15 4.82538496e+14\n", + " 1.01906656e+15 -1.68919274e+15 5.30058248e+14 -5.28034876e+13\n", + " 4.27585338e+15 -8.13039732e+14 -2.03172032e+13 -1.29927138e+13\n", + " 3.64000689e+14 -4.19760646e+14 1.00263868e+15 8.24888793e+14\n", + " -3.04695557e+14 6.50702053e+14 -1.65031491e+15 2.97327022e+14\n", + " -5.75991579e+14 4.04025879e+14 7.79213634e+14 6.11299109e+14\n", + " 7.22579134e+14 2.21614114e+15 4.04469065e+13 6.56458127e+14\n", + " -2.30879040e+15 6.32056868e+14 2.38060280e+14 -9.20937936e+14\n", + " 7.31873793e+14 2.93191363e+14 6.49263523e+14 8.52751632e+14\n", + " -5.68761344e+14 5.80190518e+14 2.42825277e+14 -1.86174136e+15\n", + " 3.84752036e+13 2.58855333e+14 -9.56027500e+14 3.56907899e+13\n", + " -4.37072648e+14 -1.60137043e+15 -3.27940497e+14 4.25741025e+13\n", + " 5.95415482e+14 1.67674460e+15 -1.32474466e+15 1.05423277e+15\n", + " -8.75740120e+14 9.73746189e+14 8.19309470e+14 -1.42952341e+15\n", + " 1.99841970e+13 -1.03667909e+14]\n", + "Found 244 total galaxies in catalog for cluster 5084\n", + "[-4.54034882e+15 -1.20974714e+15 2.74449519e+14 4.83128128e+15\n", + " -2.10497943e+15 -5.96236435e+14 5.93828650e+14 -6.34118364e+14\n", + " -2.07572675e+14 2.50177998e+15 1.96726361e+15 -5.69940521e+15\n", + " -2.18491693e+15 -4.16719182e+14 2.14305897e+15 -2.54694871e+15\n", + " 7.38553554e+12 -1.28543908e+14 5.94969311e+15 -5.99268918e+15\n", + " -4.74406047e+14 1.45605106e+15 1.42886542e+15 -1.78940143e+15\n", + " -2.69067411e+15 -2.11233151e+15 -1.58527535e+15 3.39436584e+15\n", + " -4.33211449e+15 2.55686359e+15 -2.78808638e+15 -1.61877323e+15\n", + " 2.81518079e+15 -4.70001360e+15 -3.26539127e+15 -4.06215303e+15\n", + " -3.67488586e+15 -5.55650062e+14 -4.31765591e+15 9.20273553e+13\n", + " 6.54821682e+15 1.01067807e+15 8.93122816e+14 -3.58965634e+15\n", + " 2.36494748e+15 3.53051480e+15 -5.91976316e+15 -8.05646059e+14\n", + " -1.50201745e+15 1.17699364e+14 7.29473751e+14 4.50244333e+14\n", + " 7.62978453e+14 -3.54077021e+15 -2.31926582e+15 -3.02594435e+15\n", + " 3.03088672e+15 -2.89012508e+15 -2.36205048e+15 7.31681772e+14\n", + " 3.99427603e+14 1.69487244e+15 7.21321651e+14 8.05439316e+14\n", + " -1.55210575e+15 1.85799370e+15 -3.03215730e+15 -1.52289012e+15\n", + " -1.17369766e+15 -1.22363897e+15 3.73993511e+15 2.13042989e+15\n", + " -1.09452375e+15 2.15478829e+14 -2.63654050e+15 -4.52639481e+15\n", + " 1.85930252e+15 1.91007904e+15 3.07905605e+15 2.84104238e+15\n", + " -3.79044592e+15 -4.99967039e+14 -9.87510270e+14 7.42451572e+15\n", + " -2.82017705e+15 -2.27374647e+15 -1.55860027e+15 -4.20902160e+15\n", + " 7.46805452e+15 -2.31542366e+14 1.23014288e+15 -1.69496203e+15\n", + " -6.89830365e+14 -1.83579799e+15 6.03441446e+14 8.77455039e+14\n", + " 1.21139428e+14 4.57041895e+14 -1.33411770e+14 1.69221846e+15\n", + " 3.32424658e+15 2.24750473e+15 -4.81064155e+14 3.58151543e+14\n", + " -1.66907513e+15 -1.31253584e+15 2.68274024e+15 2.55610256e+15\n", + " -4.36310232e+15 -4.77042566e+15 -5.02996691e+15 4.48808985e+14\n", + " -3.32511665e+14 -1.24970621e+15 -9.60514916e+14 1.38421511e+15\n", + " -1.11426154e+15 -1.68092858e+15 -4.06415438e+15 2.25763300e+14\n", + " 1.46758324e+15 1.18770998e+15 4.78510911e+14 7.00408000e+14\n", + " 2.16488283e+15 -2.09316457e+14 -1.64304365e+15 3.04360606e+13\n", + " 3.13707028e+14 -4.68639470e+14 2.53064946e+15 1.17622950e+15\n", + " -3.51481324e+14 -2.34476335e+14 1.71724986e+14 2.86384805e+14\n", + " 6.25887781e+14 8.63265171e+13 -5.37861583e+14 -1.12205497e+15\n", + " 3.67759506e+14 1.78528528e+15 1.04216243e+15 -7.81718433e+14\n", + " -4.51075610e+14 1.78476428e+14 -9.52637925e+14 6.09688594e+14\n", + " -1.84465126e+14 2.95301562e+15 1.46669710e+15 1.52982570e+15\n", + " -9.11984710e+14 -1.56226636e+15 6.44253069e+14 1.61529426e+15\n", + " 2.08140762e+15 6.58333111e+14 2.75402656e+15 -2.57226013e+15\n", + " 8.79787082e+14 1.13622885e+15 7.04701529e+14 -6.98421764e+14\n", + " 6.68832885e+14 -4.79582868e+14 1.51816184e+14 -9.36120375e+14\n", + " -1.33570433e+14 1.66402979e+14 -1.06870212e+15 -2.36454597e+15\n", + " 5.83415727e+15 6.79714814e+14 -1.48383447e+15 -2.57677867e+14\n", + " 9.12700978e+14 -1.08496777e+15 -1.02331202e+15 -1.34287229e+15\n", + " 7.27546751e+14 -1.28571202e+15 8.94933635e+14 1.91113903e+15\n", + " -2.35026686e+15 4.19103260e+14 -6.12991611e+14 -1.35465318e+15\n", + " 7.19498121e+14 4.07929602e+14 -9.60869686e+14 4.38416613e+14\n", + " 8.17085884e+14 -5.26744140e+14 8.26610385e+14 9.94255118e+14\n", + " -1.13093817e+15 1.85847882e+15 1.74595912e+15 9.28162102e+14\n", + " 1.89937284e+15 2.78164208e+14 -9.99438360e+14 8.84581052e+14\n", + " -2.02589834e+15 -3.08269712e+14 -8.40551055e+14 5.24487086e+15\n", + " -2.47523148e+15 1.09283198e+14 -3.48604615e+14 1.42430044e+15\n", + " 2.46541354e+13 4.96518808e+14 -1.13609606e+15 2.04558124e+15\n", + " 3.67541340e+15 1.56239803e+15 -7.88180052e+14 -6.78137782e+14\n", + " -1.19469142e+14 -3.94182386e+14 1.98456307e+15 -5.24369240e+14\n", + " -1.09728957e+14 1.86943251e+15 -6.58611917e+14 1.69979856e+15\n", + " -5.96301722e+13 -1.22088587e+15 3.16095965e+14 -2.07147054e+15\n", + " -5.73344817e+14 -1.01620468e+15 1.50257804e+15 -6.85237707e+14\n", + " 6.85760195e+14 -4.96746644e+14 1.39258883e+15 -3.68363340e+14\n", + " 1.64407272e+14 9.91819750e+14 -1.45172355e+15 1.04068623e+15]\n", + "Found 1803 total galaxies in catalog for cluster 4434\n", + "[-1.57890522e+15 -3.17177467e+15 -1.41479950e+15 ... 4.14418180e+14\n", + " 1.45062278e+15 -7.13722766e+14]\n", + "Found 1408 total galaxies in catalog for cluster 3939\n", + "[ 5.34008102e+14 -1.61782718e+15 -5.30107907e+14 ... -7.44420051e+14\n", + " 1.38793598e+13 -6.52196899e+13]\n", + "Found 4123 total galaxies in catalog for cluster 6139\n", + "[-1.12985380e+15 2.23087137e+15 -1.89662924e+14 ... 7.26301945e+14\n", + " 5.69075393e+14 4.37631211e+14]\n", + "Found 1196 total galaxies in catalog for cluster 4709\n", + "[ 2.88226834e+15 3.90421346e+15 -3.37213732e+15 ... -3.17756142e+14\n", + " -1.45303612e+14 -6.75438890e+14]\n", + "Found 3401 total galaxies in catalog for cluster 7121\n", + "[-9.57281308e+14 -1.14890803e+15 -5.26311601e+14 ... -5.09348451e+14\n", + " -1.92720361e+14 -4.21603958e+14]\n", + "Found 2874 total galaxies in catalog for cluster 8547\n", + "[ 3.67050207e+14 -2.17500419e+15 -5.52108051e+14 ... -6.26864844e+14\n", + " -1.58083935e+14 -3.08599408e+14]\n", + "Found 448 total galaxies in catalog for cluster 8685\n", + "[-1.00729843e+15 4.97332346e+15 -4.48123100e+15 -5.72075790e+14\n", + " -1.87400672e+15 -2.43585869e+15 7.19596906e+14 6.31408541e+14\n", + " 1.30950348e+15 -4.11486278e+15 1.23991564e+14 7.05954286e+13\n", + " -4.73929684e+14 9.51941528e+14 -2.76261187e+15 1.08703907e+15\n", + " 9.99677885e+14 2.84365317e+14 -1.15272885e+13 2.40356748e+15\n", + " 1.31185929e+14 7.01546462e+15 2.34319633e+14 1.21093105e+15\n", + " -4.31491722e+14 6.96579444e+14 9.17273539e+14 -1.93368020e+15\n", + " -1.26718379e+15 4.32683775e+15 -3.52269278e+15 7.61907348e+14\n", + " -2.94941136e+15 6.71632869e+15 -4.55375497e+15 -8.05293578e+14\n", + " -6.30850540e+15 2.55515816e+15 -1.32356996e+14 9.41989024e+14\n", + " 2.20268633e+15 -3.60927892e+15 -5.40561878e+15 -1.85235720e+15\n", + " -3.20095260e+15 3.20776191e+15 2.39134797e+15 -1.12916917e+15\n", + " -1.84899572e+15 -3.49713185e+13 5.64009275e+15 2.17443422e+15\n", + " -3.47089974e+15 7.48718153e+15 3.40355703e+14 5.27408718e+15\n", + " -1.87945574e+15 1.72050946e+15 -5.54786214e+15 -7.82189384e+15\n", + " 2.66741179e+15 -6.29871502e+14 -5.33170491e+13 -1.23553054e+15\n", + " -4.05163773e+15 -5.98794922e+15 -2.59031652e+14 -1.26846479e+14\n", + " 1.27641924e+15 -3.38105448e+13 -2.34760556e+15 -7.88140016e+14\n", + " 1.26619904e+15 -2.00826989e+15 -3.23104126e+15 -1.82677292e+14\n", + " 2.81518766e+14 8.39381810e+15 6.08853449e+15 1.88151274e+15\n", + " 5.04931096e+15 2.18032882e+14 2.93129031e+15 2.11575925e+15\n", + " -2.52672889e+15 6.61510322e+15 -8.37528402e+14 -3.90366281e+14\n", + " -3.53580415e+14 -3.63401519e+15 -8.89612918e+14 -2.06013187e+15\n", + " 2.83869253e+15 2.40035022e+15 4.32681080e+14 5.17945906e+14\n", + " -1.96085795e+15 4.32007370e+15 3.19725098e+15 -3.66517996e+15\n", + " -2.33348027e+15 3.82551701e+14 -1.70250413e+15 6.11351625e+14\n", + " 2.08982938e+15 -4.43383211e+13 -3.29448996e+15 -9.45999082e+14\n", + " 3.02431266e+15 9.16700732e+14 -1.01002755e+15 6.01258201e+15\n", + " -4.57231368e+14 -5.41697971e+14 -2.57775308e+15 -3.52656855e+14\n", + " 1.67847951e+15 7.06157147e+15 5.30570335e+15 3.95381778e+14\n", + " 2.04924589e+14 -4.62403119e+15 9.82266775e+13 -2.24398496e+14\n", + " 2.72309440e+15 1.32223203e+15 1.54847144e+15 6.77184162e+14\n", + " 1.90934826e+14 -1.07654326e+15 2.01516130e+15 7.36543655e+14\n", + " 9.26655867e+14 1.87719425e+15 2.10611615e+15 3.01485982e+14\n", + " -2.73891540e+15 -4.81959949e+14 6.95857354e+14 -6.01252534e+14\n", + " -2.90730786e+15 2.38107656e+14 -1.17697639e+16 -1.58575665e+15\n", + " -2.27375102e+15 -1.45079038e+15 -3.68831762e+14 -3.31143169e+14\n", + " 3.87210595e+14 -1.55997372e+14 -1.78737585e+15 -3.36403711e+15\n", + " -2.06812407e+14 -3.55321286e+14 2.87032680e+13 -9.94225492e+14\n", + " 2.78500937e+14 -9.87630471e+14 1.85186874e+15 -1.96889546e+14\n", + " -3.35157357e+15 1.74269613e+15 2.69270200e+15 -2.06808887e+15\n", + " 1.80160087e+15 -1.84073779e+14 -1.69065676e+15 -3.06663913e+15\n", + " 1.76113802e+15 -2.71147887e+14 -9.22223634e+14 -1.98118869e+15\n", + " -5.28913784e+14 1.22658149e+15 -3.89633932e+15 1.84071178e+15\n", + " -1.04781552e+15 -1.32243522e+15 1.90598049e+14 1.53223979e+15\n", + " -2.52964703e+15 3.33145937e+15 2.00805075e+15 3.79500322e+15\n", + " 1.24902644e+15 -2.64362841e+15 -1.34401250e+15 -2.00343090e+15\n", + " -1.42027273e+15 1.37836322e+15 -3.34942437e+14 2.67201219e+15\n", + " 1.69754765e+15 -8.51561108e+14 2.65099799e+14 2.57012444e+15\n", + " 1.18221349e+15 -9.18099583e+13 -1.38984521e+15 1.32619386e+15\n", + " 1.32736309e+15 -2.92714366e+15 -1.53382773e+15 1.49867012e+15\n", + " -4.25610188e+15 1.24997251e+15 1.35125425e+15 -1.92313301e+15\n", + " -8.23160571e+14 1.28447197e+15 -2.78113711e+15 -8.74406291e+14\n", + " 9.44429880e+14 9.18214925e+14 -4.45570938e+14 4.43235583e+14\n", + " 1.35439184e+15 2.14306061e+15 -1.32758758e+15 2.85165635e+13\n", + " -1.15563379e+15 -5.22568805e+14 -4.45537186e+14 -3.46842986e+15\n", + " 4.61377088e+14 2.39770671e+15 -2.13598357e+13 -7.02057949e+14\n", + " -1.41174531e+14 -1.99932957e+15 1.21288209e+15 4.10578455e+15\n", + " -2.00614743e+14 -3.17126883e+15 3.24821158e+15 -3.81906731e+14\n", + " 7.28671040e+14 -4.04207672e+14 2.33301527e+15 -2.56190103e+15\n", + " -1.12935471e+15 -2.30221517e+15 2.36924266e+15 -8.77069793e+14\n", + " -4.01538066e+14 -4.38444757e+14 6.59577435e+13 1.79560830e+14\n", + " -2.20684457e+15 -2.90797275e+14 1.07430457e+15 8.50848569e+13\n", + " -3.37410866e+14 -2.14458330e+15 7.88994506e+14 4.49504279e+14\n", + " -2.28075526e+15 1.05594174e+15 4.95931237e+14 5.53436164e+13\n", + " -2.36575128e+15 3.05918928e+14 -4.36818970e+15 6.98676139e+14\n", + " 3.56922247e+15 1.34417262e+15 3.09422286e+14 2.21920803e+15\n", + " 6.63800060e+13 1.68155614e+15 1.67902434e+15 3.08721619e+15\n", + " -1.07821915e+15 -6.46929396e+14 -9.36208143e+14 1.06911925e+14\n", + " -4.03697405e+15 -6.87392146e+14 2.38625678e+15 1.36039637e+15\n", + " -3.59620519e+14 -5.01178766e+14 -5.25666262e+14 -1.20048509e+15\n", + " -1.97869643e+15 -5.63292535e+14 -1.67725759e+15 -6.23112781e+14\n", + " 4.21153221e+14 2.70864826e+14 8.07189603e+14 1.00719436e+15\n", + " 2.40264637e+14 8.80635496e+14 1.56133178e+15 1.78605667e+15\n", + " -2.42035047e+15 -1.44738785e+15 2.63249979e+15 1.13890131e+15\n", + " -3.18545427e+14 -4.64684960e+14 -2.09850226e+15 -1.30044744e+15\n", + " -8.63453314e+14 -1.56350711e+15 -5.90651833e+13 -1.45359407e+15\n", + " -7.58591943e+14 4.67705095e+14 -3.61962983e+14 4.93701835e+15\n", + " -6.97556853e+13 2.30745175e+15 6.14902659e+14 -3.37723332e+13\n", + " 2.43984815e+15 3.04058120e+15 -2.05669604e+15 4.71001118e+14\n", + " -2.47230010e+15 -2.63988529e+15 3.77104698e+14 -1.28718326e+15\n", + " -1.16919935e+15 7.57883055e+14 3.36178729e+14 -1.81998805e+15\n", + " 1.48047245e+15 -1.49843665e+15 1.92386514e+15 1.00129698e+15\n", + " -3.80004795e+15 6.03155313e+14 -9.00011693e+14 2.42776925e+15\n", + " -2.23090141e+15 -8.40516908e+14 2.21494126e+15 -1.35293176e+15\n", + " -5.52330619e+14 -2.64533186e+14 1.46873914e+15 -1.02972558e+15\n", + " 1.76481919e+15 1.62258325e+15 2.41330973e+14 1.54936952e+14\n", + " 8.95205249e+14 1.07860640e+15 -4.08641264e+14 -1.13428123e+15\n", + " 1.20347615e+15 4.26406874e+14 2.09877588e+15 -2.99741205e+15\n", + " 2.76383836e+14 1.19677611e+15 -5.18037061e+13 3.40120081e+15\n", + " 8.55080261e+14 2.33657601e+14 1.12854953e+14 1.32417067e+14\n", + " -3.40375549e+15 -7.98438603e+14 1.07263563e+15 -4.20137075e+14\n", + " -2.35815972e+15 9.61755457e+14 4.69381219e+14 4.04964284e+14\n", + " -3.35408529e+15 2.31323417e+15 1.05781822e+15 -9.51033852e+14\n", + " -1.41612379e+15 2.58755800e+15 -8.09052766e+14 5.81973241e+14\n", + " -4.62413778e+14 -1.40800500e+15 1.84616532e+15 5.10545601e+14\n", + " -5.56657863e+15 -3.37666580e+14 4.76455735e+14 -4.12905625e+14\n", + " 6.61101919e+14 -1.97471221e+14 2.20071997e+15 -1.59451515e+14\n", + " -2.04747657e+15 -1.47183491e+15 -1.97771869e+15 -1.81985132e+15\n", + " 1.33270843e+15 7.97078683e+14 2.41907553e+15 -1.22249781e+15\n", + " -3.10713941e+14 1.54095509e+15 9.38122274e+14 1.75776143e+14\n", + " -3.85956855e+15 1.07979122e+14 -3.15483208e+14 -9.06474537e+14\n", + " 9.39765815e+14 6.07559627e+14 2.43052102e+15 3.98782837e+14\n", + " 1.63118982e+15 2.97446095e+14 4.52549682e+14 -5.20985574e+14\n", + " -4.51072932e+13 -1.13628268e+15 1.10320424e+15 8.48584930e+14\n", + " 1.04630262e+15 -1.27043653e+15 6.90257359e+14 -1.29064732e+15\n", + " 5.60467489e+14 3.42497753e+14 -7.37891104e+14 -5.95754115e+14\n", + " -1.51608856e+15 7.72271704e+14 2.49635819e+15 9.63270514e+14\n", + " -6.79286946e+14 -6.42313809e+13 -1.75799819e+15 2.29259299e+14\n", + " 1.36521966e+15 1.19245434e+15 -5.14929907e+14 2.81894904e+14\n", + " -3.24822514e+14 2.33133164e+14 -7.15342865e+14 -1.81661591e+14\n", + " -1.17198672e+15 8.02781789e+14 3.59301528e+14 1.21366252e+15]\n", + "Found 354 total galaxies in catalog for cluster 8995\n", + "[-5.61856096e+14 2.22290898e+15 -2.29108211e+15 -4.82773058e+15\n", + " 1.26603576e+14 -5.70686032e+15 -2.55147544e+15 -2.45225648e+15\n", + " 2.83926157e+15 2.47501574e+15 9.77457792e+14 -1.24399118e+15\n", + " -1.55220042e+15 1.31498207e+14 -2.40538550e+14 -5.44444179e+14\n", + " -8.67306726e+14 -1.00097043e+15 6.07072064e+14 1.67836825e+15\n", + " -3.44488549e+14 3.69980455e+15 -5.04699505e+14 -1.57460917e+14\n", + " -2.34819029e+14 -3.90415704e+15 -3.38567344e+13 -1.24252839e+15\n", + " 1.82095039e+15 -2.73715484e+15 1.67660686e+15 -2.50009134e+15\n", + " 1.22474903e+15 4.18956854e+15 2.79724303e+14 5.92004011e+13\n", + " 1.54857593e+15 1.33775671e+15 -1.53457474e+15 -2.51983778e+15\n", + " 1.70083469e+15 3.78252508e+15 2.30019495e+15 -4.23899407e+15\n", + " -2.26608937e+15 -7.14172050e+14 -9.89442254e+13 4.50089762e+15\n", + " 1.70455956e+15 2.43929968e+15 7.20616506e+14 1.04874147e+15\n", + " 2.93750572e+15 -1.10430838e+15 -4.23687409e+13 -1.67929571e+15\n", + " -5.21190846e+13 2.02664471e+15 1.34426221e+14 3.16677285e+14\n", + " 1.85468882e+15 -3.50113622e+15 1.07576882e+14 1.16355872e+15\n", + " 1.03122175e+15 9.34895023e+14 -6.78800580e+14 1.81375844e+15\n", + " 1.56962389e+15 -6.59182338e+14 2.59500556e+15 1.70184806e+15\n", + " 6.27678166e+14 3.25562676e+15 -3.60056166e+15 -1.43397309e+14\n", + " -1.99527653e+15 -1.02413489e+15 1.12870043e+15 -3.80176267e+15\n", + " -9.99460833e+13 -1.91392398e+15 -7.94776350e+14 3.85268696e+15\n", + " -2.54179172e+14 -1.00833403e+15 4.14925783e+14 -1.38792597e+15\n", + " -1.63392890e+14 1.57645776e+15 -2.71628848e+15 -1.00399921e+15\n", + " -1.44662518e+15 5.59967465e+15 -2.48504124e+15 -2.44506305e+15\n", + " -2.05094746e+15 4.62122851e+14 5.94592170e+14 1.44311811e+15\n", + " -2.15440218e+14 -1.27492864e+15 -4.05262275e+14 -2.67924501e+15\n", + " -3.51806158e+15 1.87730087e+15 6.95100572e+13 1.78080288e+15\n", + " 5.64019105e+15 1.96536539e+15 3.43208246e+15 1.04434893e+15\n", + " -3.39034254e+15 -4.45765299e+14 2.33385736e+15 6.71226090e+14\n", + " 6.14991831e+14 4.64069724e+13 -5.05224938e+14 -3.34605445e+15\n", + " 2.98127484e+15 9.85281510e+13 9.39461665e+14 -2.23429518e+15\n", + " -4.09076181e+14 -2.17018193e+15 -2.65520853e+15 -3.23454982e+14\n", + " -1.44870144e+15 2.79620370e+15 5.93593715e+14 -3.08752574e+14\n", + " 1.56038776e+15 -9.08625016e+14 -2.86748829e+14 -5.45100768e+13\n", + " -6.14379921e+14 -9.43338050e+14 2.64994988e+13 5.38825204e+14\n", + " 4.70779995e+14 -1.64899375e+15 1.90802646e+15 1.78378081e+15\n", + " -9.31916273e+14 -1.90187463e+15 -1.07213011e+15 2.11781080e+15\n", + " 1.45613020e+15 -5.19674659e+14 1.60839284e+15 -9.17003838e+14\n", + " 3.99144530e+12 -2.00681127e+15 8.72460948e+14 1.28573660e+15\n", + " 3.54958563e+15 4.89864603e+14 -2.07556220e+15 1.61529580e+15\n", + " 1.96804307e+15 -2.37781227e+15 1.30102164e+15 1.22709003e+15\n", + " -1.29681627e+15 2.05045575e+14 9.92068708e+14 1.29929568e+15\n", + " 2.00717618e+15 -9.73402015e+14 -3.84816580e+14 -9.07688198e+14\n", + " 8.27666153e+13 4.35525513e+14 9.27211554e+14 -1.87168289e+15\n", + " 9.72735835e+14 -4.35178979e+15 8.16501080e+13 1.75272397e+15\n", + " 3.32853754e+14 -8.56741132e+14 -6.99704780e+14 -7.88746082e+14\n", + " 7.08659346e+14 1.99149541e+15 -1.53339442e+14 9.43166815e+13\n", + " 1.92616237e+15 -2.55603191e+13 2.24939313e+14 -4.39787533e+14\n", + " -1.59945281e+15 5.90484363e+14 1.68558369e+15 -2.68195413e+15\n", + " 1.58014766e+15 -6.61424979e+14 3.53018837e+15 1.03565676e+14\n", + " 3.77784304e+15 -4.12014952e+13 -1.32084477e+15 -1.46699207e+15\n", + " -1.64711079e+15 -3.93674134e+14 8.73520858e+14 -9.89463307e+14\n", + " -1.46967078e+15 1.62953775e+15 -3.48888095e+15 -4.02042309e+15\n", + " -5.03982744e+14 -1.41134156e+15 -9.10038671e+14 -6.57292813e+14\n", + " 2.06573527e+14 1.12896259e+15 3.57723139e+15 -1.15347889e+15\n", + " 4.84287679e+14 1.85890333e+15 1.26674464e+14 1.14631548e+15\n", + " 1.93597188e+14 -8.52314129e+14 1.28229305e+14 -1.84470915e+15\n", + " 1.94632861e+15 -2.40678253e+15 -2.17572420e+15 3.65676103e+15\n", + " 1.18336407e+15 -4.20676961e+14 9.29719446e+14 1.08712283e+15\n", + " -1.20359944e+15 9.39763456e+14 9.68131343e+14 9.51637400e+14\n", + " 3.25431070e+13 1.25668779e+15 7.80115298e+14 -2.93851469e+15\n", + " -3.90045530e+14 8.14745715e+14 3.96303574e+14 1.35735966e+15\n", + " -5.86913125e+14 2.11457193e+15 9.59954228e+14 -2.23099296e+14\n", + " -1.32480114e+15 8.02356376e+14 3.52241426e+15 7.66490983e+13\n", + " -6.61590769e+14 -3.34713788e+14 2.54200277e+14 2.27774077e+15\n", + " -3.19574139e+15 -1.84206279e+15 2.49397977e+15 -4.78451454e+14\n", + " 1.40197955e+15 4.01505402e+14 4.99203764e+14 -1.38686202e+15\n", + " 3.42850134e+15 2.50855900e+14 2.16218827e+14 -6.62646637e+13\n", + " 6.55065112e+14 -7.97326548e+14 -2.67805196e+15 -1.35209794e+15\n", + " 2.90954647e+15 -2.36099202e+14 2.69781443e+14 -1.84688258e+14\n", + " 1.37412653e+14 -1.89807243e+15 -9.07602788e+14 -2.93079437e+14\n", + " 6.02311984e+14 8.84951354e+14 -1.30037602e+15 1.41663673e+14\n", + " -1.65311871e+15 3.52052470e+14 1.12656555e+15 -8.79461406e+14\n", + " 1.41483127e+15 1.85471281e+14 -4.05258264e+14 -1.44953295e+15\n", + " -1.98282233e+14 -1.20144139e+15 8.03570994e+13 1.29933078e+15\n", + " -2.12738449e+15 5.19260753e+14 1.43250933e+15 -5.24383578e+14\n", + " -4.61446894e+14 6.56232319e+14 -9.14466959e+14 -1.15444883e+15\n", + " -7.14918235e+14 1.54727995e+15 9.94139888e+13 -8.82489161e+14\n", + " 8.87179046e+14 5.04868654e+15 -1.37116794e+15 5.69553860e+14\n", + " -1.28296014e+14 -4.97871397e+14 8.66596470e+14 6.43096989e+14\n", + " 1.42674916e+15 -7.12821513e+14 -3.79002441e+14 4.71007309e+14\n", + " 1.81813391e+15 1.19010956e+15 1.33054622e+15 8.17356977e+14\n", + " 1.75600738e+15 1.90791475e+15 4.50535010e+14 1.67112242e+13\n", + " 1.53291138e+15 -1.27699342e+15 -5.41491453e+14 9.35079925e+14\n", + " -7.81328952e+14 6.47178600e+14 3.50391809e+14 -2.37093822e+15\n", + " -4.85656473e+14 -7.83642377e+14 -1.40425270e+14 -4.95421603e+14\n", + " -3.43050322e+14 -9.12261666e+14 8.94951857e+13 5.26022085e+14\n", + " 5.52764468e+14 1.85529063e+14 -7.02817571e+14 2.20893865e+15\n", + " 7.76665775e+14 -9.41021070e+14]\n", + "Found 3085 total galaxies in catalog for cluster 7698\n", + "[-2.46739241e+15 1.44888168e+15 -1.02704537e+15 ... 1.08381682e+15\n", + " 6.89982225e+14 -4.27895076e+14]\n", + "Found 5985 total galaxies in catalog for cluster 10999\n", + "[-3.05001878e+15 -2.24331085e+15 -6.57589382e+14 ... 1.04084770e+15\n", + " 4.48371987e+14 3.20214091e+14]\n", + "Found 444 total galaxies in catalog for cluster 9029\n", + "[-2.30410452e+15 1.75727402e+15 -1.51311670e+15 1.06163162e+15\n", + " -3.26951013e+15 -9.32363580e+14 1.03398760e+15 -4.52410295e+15\n", + " 2.16057800e+15 1.15240461e+15 -6.13527899e+15 -8.44495648e+14\n", + " -6.57815553e+15 -1.85513385e+15 -3.13735467e+15 -8.66511431e+14\n", + " -3.22285661e+15 2.33063973e+15 -9.98537410e+14 8.56317687e+14\n", + " -1.65137478e+15 -1.25804106e+14 3.29451680e+15 -3.23021119e+15\n", + " 2.61629839e+15 6.29497163e+14 1.35036429e+15 5.41998788e+15\n", + " -3.27646332e+14 7.65790736e+14 4.03454651e+14 -6.41030138e+14\n", + " -1.58703316e+14 -2.39625580e+15 -7.81622795e+14 4.34780889e+15\n", + " 1.74080256e+15 -2.99459602e+15 1.32281276e+13 7.82465582e+14\n", + " 1.91871688e+15 6.49211521e+14 -1.77422682e+14 2.57775892e+13\n", + " 2.01110606e+15 -2.98714527e+15 -1.42519034e+15 2.50438768e+15\n", + " 1.53655271e+13 3.46997093e+14 -2.34252558e+15 -2.04895446e+14\n", + " -1.62677174e+15 -1.83045721e+15 -2.11117981e+15 -1.71239611e+14\n", + " -1.39541690e+15 2.44559012e+15 -2.10566484e+15 -2.28012945e+15\n", + " 1.89762962e+15 -2.53629030e+15 1.98873915e+13 -2.35712636e+15\n", + " -3.68339655e+15 3.78335078e+13 1.81485159e+15 -9.67222221e+14\n", + " -2.11898685e+15 -1.20158442e+15 -4.40505976e+15 6.30215937e+15\n", + " 9.08740030e+14 1.74806607e+15 -6.47942731e+14 2.19273957e+15\n", + " -4.66749319e+14 8.43433173e+13 -9.04474994e+14 -4.05147435e+15\n", + " -1.97783872e+15 8.93375243e+14 -1.31368979e+15 -2.37151084e+15\n", + " 4.87548179e+15 1.54779334e+15 3.95722050e+13 -3.44664783e+14\n", + " 1.10963199e+15 4.81581401e+14 -9.42294437e+14 -9.25371084e+13\n", + " -5.67088378e+15 1.36423894e+15 9.92368586e+14 2.05399772e+15\n", + " -8.97259966e+14 3.74625817e+15 4.04219716e+14 -1.10515733e+15\n", + " 1.59158664e+15 -2.81094945e+15 1.09317425e+14 1.09425278e+15\n", + " 1.16215507e+15 6.13443430e+14 1.55148388e+15 -1.68501609e+15\n", + " -9.94330026e+14 -1.06928034e+14 8.68283963e+14 -1.12156639e+15\n", + " 5.19797771e+12 1.99947553e+15 -9.66722545e+14 7.69572209e+14\n", + " 5.98108415e+14 -8.97015780e+14 -8.24081707e+14 -4.14810336e+14\n", + " -3.83834951e+14 8.28604821e+14 8.04491144e+14 -3.57637817e+15\n", + " -3.74126120e+14 2.12937943e+15 3.31674274e+15 2.65396365e+15\n", + " -8.46943677e+15 6.17822416e+14 3.02302830e+14 3.68013856e+15\n", + " 1.24309593e+15 -2.30167597e+14 -8.74832283e+14 2.11900447e+15\n", + " 1.57449237e+15 -9.79937392e+14 1.99298899e+15 -2.78116622e+14\n", + " -8.06365230e+14 -1.84281404e+14 -1.11089773e+15 -5.76813165e+14\n", + " 8.37180815e+14 -1.01102132e+15 -1.78473177e+15 2.25931845e+14\n", + " 9.60566411e+14 -2.12161622e+15 1.37557540e+15 6.31958517e+14\n", + " -1.68118517e+15 -1.25753985e+15 -1.83779798e+15 -6.44665108e+13\n", + " 8.37848486e+14 5.04804514e+14 5.13834779e+14 1.46681188e+15\n", + " 1.87051326e+14 1.44771738e+15 -2.50096732e+14 -1.34584547e+14\n", + " -1.43334980e+15 -2.22331647e+14 1.14520105e+15 6.13202612e+13\n", + " -1.97348680e+15 1.45301469e+15 2.43679386e+15 -2.60828430e+14\n", + " -3.29202603e+14 -2.05315771e+15 -3.29548888e+14 -8.69176837e+14\n", + " -6.86017261e+14 -1.04738677e+15 1.19404101e+15 2.36255254e+14\n", + " -7.22565553e+14 1.60741152e+14 -3.58354699e+15 -2.17968886e+15\n", + " -9.41045809e+13 2.65845398e+15 -3.20701299e+13 7.44011146e+14\n", + " -1.29212939e+15 5.53597402e+14 2.41572358e+14 1.03116738e+14\n", + " 1.14056671e+15 1.01253813e+15 -2.51291509e+15 1.74334783e+15\n", + " 6.01533109e+13 3.61794616e+15 1.15689430e+15 -3.77022265e+14\n", + " -5.43831165e+15 2.32185541e+15 -1.30338398e+15 1.15877021e+15\n", + " -1.73165466e+15 6.88327044e+14 1.77597323e+15 1.10647222e+15\n", + " 6.72655365e+13 -2.27680118e+14 -1.99438500e+15 -1.28092354e+14\n", + " 2.26884546e+14 -1.70280730e+15 -2.65253703e+15 -2.05597905e+14\n", + " 2.43856802e+14 -1.59743937e+15 -8.81840278e+14 5.26736933e+14\n", + " -8.51987402e+14 5.56241325e+13 -1.70921420e+15 -6.78507980e+14\n", + " 1.62125469e+14 -2.08554625e+15 -4.89940261e+15 -7.07107902e+14\n", + " -5.36062126e+14 -1.20676432e+15 -7.25218863e+14 -1.44898731e+15\n", + " -5.13266167e+14 2.00464455e+15 -1.11367707e+14 -9.13773080e+14\n", + " 1.34718263e+14 9.22017179e+14 1.75597310e+15 -1.84798897e+14\n", + " 1.27599308e+15 2.83774639e+14 -4.38897776e+14 -2.58108337e+15\n", + " 8.10843766e+14 -2.24448592e+14 7.96883079e+14 1.55866198e+15\n", + " -1.76506160e+15 2.06449763e+15 7.27200263e+14 1.54030919e+15\n", + " -2.73439794e+15 -1.51925940e+15 1.15993991e+15 -1.77372606e+15\n", + " 5.97231368e+14 2.10794256e+15 -3.65844651e+14 -3.13147751e+14\n", + " 1.12916507e+15 2.56173512e+14 -1.18518526e+15 1.23985381e+15\n", + " -1.17040715e+14 1.47232820e+15 -9.86056655e+14 4.30044319e+14\n", + " -8.28163175e+14 -1.11051572e+14 1.27175858e+15 4.16177420e+14\n", + " 1.21581511e+15 -1.13738142e+15 -7.25516738e+13 8.44486399e+14\n", + " -1.45330218e+15 -9.29992002e+14 -7.76567491e+13 7.14022168e+15\n", + " 5.98285103e+14 -9.72646071e+14 -6.66839271e+14 -1.75412859e+15\n", + " 3.28418496e+15 6.62143133e+14 -7.27458033e+14 2.15607849e+14\n", + " 2.18515159e+15 -3.10877516e+14 5.40667347e+14 5.35124766e+14\n", + " 1.75888076e+15 9.40229941e+14 1.65552196e+15 8.20224965e+12\n", + " -3.26555304e+15 7.65070135e+12 6.86263862e+14 -2.46357182e+15\n", + " 9.22877818e+13 8.53622538e+14 2.00576393e+15 -4.56186872e+14\n", + " 1.54188330e+15 -5.49027677e+14 8.21522082e+14 -1.33495919e+15\n", + " 3.78608767e+14 5.78301903e+14 -1.57394957e+14 -7.29793843e+14\n", + " 1.21828239e+14 8.44369359e+13 -3.18279369e+14 6.63952201e+15\n", + " 6.03767003e+14 -1.65582814e+15 7.16631229e+14 1.32323436e+15\n", + " 1.29547168e+15 -1.26497478e+15 2.86453617e+15 -1.55768436e+14\n", + " -2.81626652e+15 8.48135757e+14 -5.91918523e+14 -1.11176338e+15\n", + " 3.10705152e+15 -1.52422073e+15 1.82775417e+15 1.20759304e+15\n", + " 4.23187464e+14 3.18121600e+13 -1.43421044e+15 9.68174129e+14\n", + " 6.87917575e+14 -1.10848934e+15 1.84338844e+15 1.71287811e+15\n", + " -2.93067183e+14 -2.76651482e+15 -1.99959964e+15 5.75821174e+14\n", + " -1.22382079e+15 7.69126806e+14 -5.40107233e+14 1.40381069e+13\n", + " -2.16882337e+15 7.99962903e+14 -2.41542282e+15 1.20496706e+15\n", + " -7.25748262e+14 -4.69780638e+14 9.25072584e+14 -1.18613911e+15\n", + " -2.57049427e+14 1.21123791e+15 5.44555109e+14 -1.22601657e+14\n", + " -1.97898508e+14 -2.03139072e+15 2.36426709e+15 -6.50865235e+14\n", + " -1.99917353e+15 4.39524434e+14 3.74226115e+14 -1.64064887e+14\n", + " -3.16412892e+15 -9.93045740e+14 -4.91283969e+14 5.84481191e+14\n", + " -1.54508195e+14 -1.39310261e+15 -3.97946324e+14 -1.58810744e+15\n", + " 4.88112799e+14 3.49552881e+14 1.23858832e+15 6.62439746e+12\n", + " 1.67160464e+15 1.11413078e+15 -6.15328081e+14 9.15616174e+13\n", + " -1.83008603e+15 -3.09749799e+14 6.05254640e+14 -1.88570816e+15\n", + " -1.69624971e+15 4.30642347e+14 1.33891464e+15 -2.33966946e+14\n", + " 4.13719721e+14 -2.62811887e+14 -1.21274485e+15 -1.07434846e+14\n", + " 1.02948360e+14 -1.43027189e+15 -3.07128958e+15 2.05657456e+14\n", + " -4.60142116e+14 -1.76050990e+14 -1.15769702e+14 -5.36232721e+14\n", + " -1.70658621e+15 2.45271833e+14 1.20480488e+15 -3.21867480e+14\n", + " 9.26539092e+14 8.35498263e+14 5.25621845e+14 -1.15887357e+15\n", + " -5.94897455e+14 5.24726558e+14 2.78164471e+14 2.81881073e+15\n", + " 9.83863142e+14 5.70201772e+13 7.39912259e+14 -2.11213210e+14\n", + " -1.50890833e+15 5.34619014e+14 3.10271651e+14 -8.48303758e+14\n", + " -2.44667488e+14 -1.78128741e+15 4.27010061e+14 2.19009285e+14\n", + " -1.23820262e+15 5.40983364e+14 -6.38000801e+14 -4.94470023e+14\n", + " -1.87462227e+15 -1.29537726e+15 2.84498837e+13 -1.34611844e+15\n", + " -6.91026831e+13 1.42654686e+15 -1.56994964e+15 1.60678143e+15\n", + " 1.34821397e+15 5.78716964e+14 2.86015418e+14 -4.80736115e+14]\n", + "Found 996 total galaxies in catalog for cluster 9429\n", + "[-2.01362261e+15 -3.71655025e+15 -1.67198813e+15 -1.87747895e+14\n", + " -1.05549369e+15 -2.04914014e+15 -3.37411796e+15 -2.55969826e+14\n", + " 2.62301557e+15 1.78304075e+15 1.87292648e+15 4.68976771e+14\n", + " 1.53293325e+15 2.80322810e+15 1.26615141e+15 -3.33616266e+14\n", + " 1.37606466e+15 8.10327564e+14 9.47994093e+14 1.92517356e+15\n", + " 8.97797598e+14 -2.80249402e+15 -1.66875969e+15 8.50207914e+14\n", + " -7.77829332e+14 -7.84173909e+13 1.28933629e+15 3.69973043e+15\n", + " -1.05660503e+15 -3.39019839e+15 -8.04234791e+14 -1.39609608e+15\n", + " -1.95564247e+15 -2.43336008e+15 9.70324119e+14 -3.09734389e+15\n", + " 2.90865234e+14 2.61775499e+14 7.53390440e+14 1.73005955e+15\n", + " 2.08755664e+14 -9.46310327e+14 1.30333842e+15 -6.62367133e+14\n", + " 1.14377733e+15 2.65153327e+15 2.92361735e+15 -8.30764155e+14\n", + " -1.66440496e+15 4.92721215e+14 1.59947580e+15 1.81316623e+15\n", + " -1.28505960e+15 -2.24416837e+15 3.42728790e+15 -9.64809554e+14\n", + " 5.86119132e+15 2.89780205e+15 1.65882078e+14 4.08661042e+14\n", + " 2.94791594e+15 2.71839125e+15 1.01073733e+15 -1.40386749e+15\n", + " -6.20973273e+15 3.87488199e+14 1.39785412e+15 -1.17335169e+15\n", + " -2.10642197e+15 6.78837773e+14 -6.62155771e+14 -2.64309195e+15\n", + " -9.74402288e+14 3.00930175e+14 -1.85756563e+15 2.43343232e+15\n", + " 2.88891652e+15 1.89298490e+15 3.16998031e+15 1.34191805e+15\n", + " 2.26624238e+15 -1.26248509e+15 6.57029815e+14 -3.11850147e+15\n", + " -1.89317684e+15 -2.47133672e+15 -1.85779391e+15 -2.01791735e+15\n", + " -2.92396809e+15 1.09080368e+14 -8.21504021e+14 -1.22681008e+15\n", + " -5.76103256e+15 -5.63331143e+14 2.71120856e+15 8.94320286e+14\n", + " 1.85170562e+15 -2.35439915e+15 2.78507175e+15 -1.06265764e+15\n", + " 3.24254228e+14 -3.02412642e+15 -3.24934445e+15 -2.25446573e+15\n", + " -8.78780226e+14 1.63073675e+15 4.93979296e+14 1.68302914e+15\n", + " 1.31931393e+15 2.11953377e+15 -1.12661663e+15 1.37385444e+15\n", + " -7.84919906e+14 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-1.94616652e+14 2.31405623e+14\n", + " -3.87880738e+14 9.86423680e+14 2.17497235e+13 -4.61341851e+14\n", + " -8.84338834e+14 7.17570866e+14 -7.21689176e+14 4.30910126e+14\n", + " 2.48935517e+15 5.60776715e+14 -1.09670939e+15 -2.66900359e+14\n", + " -3.71718743e+14 5.24487976e+13 2.47943444e+14 -1.88661554e+15\n", + " 3.06073947e+14 5.62775944e+14 1.78065669e+15 -2.35144981e+15\n", + " 7.04556622e+14 6.70288710e+12 -6.07000307e+14 1.21922822e+14\n", + " 1.94671963e+13 -8.26061232e+14 -1.29485616e+14 1.75340351e+14\n", + " 5.41738921e+14 -2.11873444e+14 3.97454840e+14 2.56595040e+15\n", + " 4.24656626e+14 -2.80833404e+15 1.15745861e+15 -9.42481790e+14\n", + " -1.24410078e+15 -6.61254131e+13 -3.57392294e+14 -8.10530185e+14\n", + " 1.91482167e+15 -7.17170841e+14 7.09395262e+14 4.18118616e+14\n", + " 4.51948221e+14 -1.17264863e+15 -5.25766544e+14 4.21839074e+14\n", + " 2.01965681e+14 7.77387355e+14 6.24360170e+14 -4.23042072e+14\n", + " 7.46881146e+14 -4.71507424e+14 1.64449223e+15 8.91048488e+14\n", + " 6.71452598e+14 -7.53942341e+14 1.69810968e+15 -1.18410761e+15\n", + " -3.31968118e+15 2.16855114e+15 1.00169610e+14 1.41259580e+15\n", + " 1.36289495e+15 -2.89972786e+13 -6.49440664e+14 1.19192117e+15\n", + " -1.27411140e+14 -1.45891319e+15 4.57279285e+14 2.71092656e+14\n", + " 5.20962605e+14 -1.09200421e+15 1.11722119e+15 -3.74601180e+14\n", + " -1.30253445e+15 4.53243052e+14 2.62029593e+14 -2.07949857e+15\n", + " -3.97492347e+14 -2.46437510e+13 4.93352349e+14 -4.64105601e+14\n", + " -2.47567782e+14 -3.66006353e+14 2.41273054e+14 -1.48187198e+13\n", + " -2.98011181e+14 1.45056973e+15 1.27792389e+15 2.52629749e+15\n", + " 1.11440932e+15 1.53193752e+15 -4.96142385e+14 -4.51460636e+14\n", + " 8.30473611e+14 -6.03542358e+14 -1.00643785e+15 1.37292832e+14\n", + " 2.54386490e+14 1.44273665e+15 7.14251720e+14 2.34098702e+14\n", + " -1.26577370e+14 -1.95482165e+15 1.26377624e+15 4.93677736e+13\n", + " 3.94972334e+14 3.01385787e+14 -5.60152836e+14 -2.13379167e+15\n", + " 8.11963476e+14 1.05179193e+15 -7.99803130e+14 -1.32197760e+15\n", + " -3.54954860e+14 -1.03588808e+15 -1.80554774e+15 -1.65696134e+15\n", + " 1.11339306e+14 8.31937976e+14 5.83515645e+13 5.94880691e+14\n", + " 4.49787010e+14 -1.23385929e+14 3.94666739e+14 3.41361383e+14\n", + " 2.21008142e+14 2.77595748e+14 -9.94160842e+14 -4.19108955e+14\n", + " -4.86373765e+14 -7.19310724e+14 -5.78410990e+14 -3.18077698e+13\n", + " 3.33531593e+14 1.98734621e+15 -2.01938616e+15 1.35279945e+14\n", + " -4.78671053e+14 -2.40794457e+15 1.75260458e+15 -2.17392893e+15\n", + " -5.34309770e+14 -1.12438759e+15 -8.42826243e+14 8.05286050e+14\n", + " 1.95532047e+14 4.76416330e+14 1.52673338e+15 -1.61798482e+14\n", + " 1.15085174e+15 7.51573323e+14 2.56928232e+15 6.55947940e+14\n", + " -1.56050908e+15 2.43528580e+14 9.64967540e+14 4.40678279e+14\n", + " 7.44223542e+14 4.04482070e+14 3.90289391e+14 -2.57673028e+15\n", + " 8.46912944e+14 2.77489627e+14 8.81302172e+14 -8.85689473e+14\n", + " 4.15719112e+14 5.40599465e+14 1.01237954e+15 1.20988517e+15\n", + " 1.08337319e+15 9.04890768e+14 -1.13905112e+15 -1.88332207e+14\n", + " 6.83885873e+14 -1.13099901e+15 -7.31973040e+14 9.34413137e+14\n", + " -8.21078085e+13 -5.01056831e+14 -4.48354750e+14 2.18417675e+15\n", + " -7.26514544e+14 4.11609419e+14 7.18922875e+14 -1.10578314e+15\n", + " -1.05729796e+15 2.19708828e+15 8.38213454e+14 -3.90660504e+14\n", + " -5.43621777e+14 2.78913802e+15 3.59452071e+13 1.57020331e+15\n", + " -9.07010221e+14 -6.20586984e+14 -1.08026248e+15 -8.27472805e+13\n", + " -7.25136389e+14 -8.77278446e+14 4.51341669e+14 -1.16992710e+15\n", + " 3.89563744e+14 1.42223901e+14 -7.83940284e+14 -1.25123797e+15\n", + " 8.74537044e+14 1.09148814e+15 -1.21531118e+15 6.89299291e+14\n", + " 1.39422834e+14 6.14543288e+14 1.00492931e+15 -6.90806101e+14\n", + " 1.29981191e+15 3.78593090e+14 6.12076676e+14 -1.13748628e+15\n", + " -3.89943175e+14 -2.47888639e+14 5.66574275e+14 9.49527977e+13\n", + " 7.09567917e+14 2.46781780e+15 -6.48161239e+14 2.40762393e+14\n", + " 8.63018913e+14 -1.39793772e+15 -1.00525889e+14 4.71480458e+14\n", + " -1.81452888e+15 2.65423799e+14 -4.52212714e+14 -6.06190512e+14\n", + " 9.38668432e+12 -5.16905254e+14 1.64466248e+14 9.20619673e+14\n", + " -1.46573965e+15 -2.20630430e+14 -3.61975428e+14 -1.02683367e+15\n", + " -1.74344660e+14 -1.17340894e+15 -5.68570597e+14 -3.74447636e+14\n", + " -3.50589440e+14 2.08036742e+14 -1.14696492e+15 -3.66619616e+14\n", + " -1.57715516e+15 4.93012308e+14 -6.42486832e+14 5.77036252e+14\n", + " 6.99562153e+14 5.86916216e+14 -3.81459850e+14 2.43823267e+14\n", + " 7.62109436e+14 1.02288924e+15 -3.01036703e+14 -2.85397684e+12\n", + " 1.35943359e+15 1.15942729e+15 -5.25455523e+14 1.23576514e+15\n", + " 2.42457045e+14 -8.35439313e+14 -1.88165267e+15 1.36536902e+15\n", + " 2.36110202e+15 -3.11646717e+14 2.25039318e+15 1.00722248e+15\n", + " -2.12201620e+15 3.18663290e+14 1.04431690e+15 -1.35734042e+15\n", + " -4.20335515e+14 -1.29490553e+15 1.36718464e+14 -9.39044831e+14\n", + " 8.82261976e+14 6.33659928e+14 1.06147942e+15 -3.92869430e+12\n", + " 2.23686342e+14 -6.71067410e+14 1.35878340e+15 4.66759485e+14\n", + " 1.58693198e+14 -4.28091729e+14 3.72362031e+14 -1.19911589e+15\n", + " 7.04707399e+13 -3.71664897e+14 9.79408485e+14 -7.21681042e+14\n", + " -1.51190693e+15 4.07439468e+14 -3.19559187e+15 6.25684257e+13\n", + " -6.02370093e+13 2.40220583e+14 7.16858988e+14 8.76610125e+14\n", + " 8.62540624e+14 1.03629212e+15 6.55189390e+14 -2.82402953e+13\n", + " -4.04514691e+14 1.53862991e+15 9.98975308e+14 -1.08853850e+15\n", + " 1.20306973e+15 7.71141212e+14 4.14361700e+14 3.56490973e+14\n", + " -2.77189852e+14 -1.61972391e+15 2.70006263e+14 1.52254936e+15\n", + " 1.14944015e+14 1.23518686e+15 5.66248114e+14 -1.80751082e+14\n", + " -2.01330930e+15 -1.07536455e+15 3.77304300e+14 -2.60921435e+14\n", + " 1.33117681e+14 1.25585455e+13 -1.35851397e+14 2.27780857e+14\n", + " -3.91155168e+14 -1.28514691e+15 -4.11039690e+14 -5.56636727e+14\n", + " -1.61852350e+14 1.26304903e+15 5.93192037e+13 -1.05896400e+14\n", + " -8.68954605e+14 1.47315235e+14 4.70377788e+14 3.40889701e+14\n", + " 3.49363864e+13 7.47028386e+13 3.68278458e+14 -9.31053110e+14\n", + " -6.47673080e+14 -3.43357399e+14 -1.44126665e+14 -9.74795605e+14\n", + " -7.19403427e+14 -9.89298665e+14 6.20501998e+14 3.25488912e+14\n", + " -2.97829962e+14 4.36908377e+14 1.00119696e+15 -9.17604364e+13\n", + " 1.15543960e+15 2.16255803e+14 -6.39739874e+13 2.52242491e+14]\n", + "Found 2072 total galaxies in catalog for cluster 10146\n", + "[-8.16437221e+14 -1.30462868e+15 -8.55348742e+14 ... -9.44357198e+14\n", + " 1.17540428e+15 -5.13587247e+14]\n", + "Found 2695 total galaxies in catalog for cluster 14476\n", + "[-1.49188377e+14 2.71529167e+15 3.94872742e+15 ... -1.38469383e+15\n", + " -1.34403821e+14 1.65845973e+14]\n", + "Found 119 total galaxies in catalog for cluster 8395\n", + "[ 4.53875001e+14 -1.23858503e+15 -9.87282188e+14 -8.65784735e+14\n", + " 3.88474540e+15 -4.02161651e+15 2.21151177e+15 -1.02550476e+15\n", + " 7.61972248e+13 -1.02902611e+15 3.06934342e+15 -2.86667066e+14\n", + " 4.49518834e+15 3.02069083e+15 -2.17453279e+15 -8.86022454e+13\n", + " 3.22209532e+15 -3.94714615e+15 1.27291920e+15 -7.33939173e+13\n", + " 3.83981389e+15 -6.94684125e+14 1.76249681e+15 -4.75948567e+14\n", + " 1.56555055e+15 3.28141623e+15 2.02867731e+15 -1.06765473e+15\n", + " -2.40198595e+15 -1.07023521e+15 6.16069286e+14 -4.91250258e+14\n", + " 6.53787024e+14 2.68719601e+14 -2.76270304e+15 -1.05086979e+15\n", + " 2.43827232e+14 -4.70245910e+14 -4.63767300e+14 1.70181313e+14\n", + " -2.99736419e+15 2.99151310e+14 8.15678959e+13 5.93999889e+14\n", + " -1.11183581e+15 3.63989203e+15 2.60098811e+15 1.24945744e+15\n", + " -3.15225544e+15 -9.70663343e+14 -4.90229659e+15 -7.10062623e+14\n", + " -3.44156101e+13 -4.92752829e+14 1.65789891e+15 1.57414343e+14\n", + " 1.61997659e+15 -3.36197780e+14 1.63035750e+15 -1.64395175e+15\n", + " -2.68790764e+15 -8.95426152e+14 -1.74272170e+15 -1.54778281e+15\n", + " 2.43253315e+15 2.23518737e+15 3.30049775e+15 1.96208753e+15\n", + " -1.03506345e+14 7.13961348e+13 -4.12904554e+15 5.23462063e+14\n", + " 1.88008797e+15 4.18636276e+14 -1.83768549e+15 5.35818653e+14\n", + " -4.21312888e+14 -2.62253559e+15 -1.10876130e+15 8.62308983e+14\n", + " 1.09755202e+15 5.20641321e+14 -1.41712940e+15 1.86131552e+15\n", + " 4.33414023e+15 2.22375983e+15 -1.04556212e+15 -2.76133599e+15\n", + " -6.00585525e+14 -1.48840287e+14 1.27115438e+15 -3.03969696e+15\n", + " -1.30091267e+15 -1.14593521e+15 2.40226119e+15 -2.59377541e+12\n", + " -2.29281196e+15 -6.38229566e+15 -2.26973170e+15 -2.03309281e+15\n", + " -7.02129931e+14 -1.74105869e+15 -2.28003544e+15 -6.18803395e+14\n", + " 2.83235573e+15 -3.38237072e+14 2.41860060e+15 -1.58428754e+15\n", + " 1.09519475e+15 -9.72532406e+14 -1.09367022e+15 3.05060595e+14\n", + " 8.64935027e+14 -1.19442014e+15 2.19029886e+14 2.88628836e+14\n", + " 2.36864595e+14 1.40396366e+15 4.82791105e+13]\n", + "Found 3612 total galaxies in catalog for cluster 16657\n", + "[-2.17725923e+15 -1.16750706e+15 -2.85590454e+15 ... 2.26005148e+13\n", + " -4.92417004e+14 -5.60669353e+14]\n", + "Found 2732 total galaxies in catalog for cluster 13039\n", + "[-2.90981308e+15 1.87069973e+15 4.10177497e+14 ... 6.89724844e+14\n", + " 7.90522998e+14 9.40524713e+14]\n", + "Found 2714 total galaxies in catalog for cluster 15382\n", + "[ 1.47818379e+15 -2.41636882e+15 -2.46170016e+15 ... 4.42426728e+14\n", + " 2.08263868e+13 -3.23203672e+14]\n", + "Found 1343 total galaxies in catalog for cluster 17011\n", + "[-1.25403142e+15 -2.08500662e+15 -2.31812709e+15 ... -1.91565487e+14\n", + " -1.58434640e+14 5.22007185e+14]\n", + "Found 6019 total galaxies in catalog for cluster 8523\n", + "[ 3.51938929e+15 6.43269036e+14 1.11640860e+15 ... 5.61544289e+14\n", + " 2.04873661e+14 -3.01420189e+14]\n", + "Found 1038 total galaxies in catalog for cluster 11300\n", + "[ 3.04645753e+15 2.05269775e+15 -2.99115596e+15 ... 1.50529574e+15\n", + " -5.61595715e+14 -1.26378865e+13]\n", + "Found 6292 total galaxies in catalog for cluster 17462\n", + "[-2.17195034e+15 -1.86146695e+15 3.90145855e+14 ... 3.71105397e+14\n", + " -2.40313755e+13 2.87933609e+14]\n", + "Found 1520 total galaxies in catalog for cluster 13025\n", + "[-1.45825817e+15 -2.49161191e+15 -1.22299287e+15 ... -4.10609107e+14\n", + " 1.27612757e+14 -6.56920107e+14]\n", + "Found 2090 total galaxies in catalog for cluster 21385\n", + "[ 7.98406172e+15 -3.94685504e+14 3.00031821e+14 ... -7.85945086e+14\n", + " 5.94093371e+14 -2.66124074e+14]\n", + "Found 2591 total galaxies in catalog for cluster 20888\n", + "[ 2.78334585e+15 -4.60573483e+13 -7.01669475e+14 ... -8.55590134e+14\n", + " 1.95762544e+14 1.59128639e+14]\n", + "Found 3139 total galaxies in catalog for cluster 21815\n", + "[ 5.58671252e+14 -1.74314505e+14 8.05977964e+14 ... -2.74973235e+14\n", + " 2.86697717e+14 4.16313103e+14]\n", + "Found 528 total galaxies in catalog for cluster 7594\n", + "[ 7.74739874e+14 4.69310523e+15 -4.46591269e+14 -3.92152082e+14\n", + " -9.94229644e+14 5.68597985e+14 -2.33601669e+15 2.38158082e+15\n", + " -5.55395001e+14 6.62833908e+15 1.87767147e+15 -1.02094730e+15\n", + " 5.09409818e+14 7.10102530e+14 9.51740440e+15 6.14358899e+15\n", + " 8.88028646e+13 -2.86540046e+15 2.76999337e+15 4.02714766e+14\n", + " 1.42272368e+15 -9.81711677e+14 4.78856947e+14 -8.48664890e+14\n", + " -8.85464888e+14 -1.00906063e+15 1.64428023e+15 5.36817367e+14\n", + " 6.98372551e+13 7.94654154e+14 -2.45006496e+15 -7.75117563e+15\n", + " 2.40993981e+15 3.32673662e+15 -2.24435293e+15 -2.84799187e+14\n", + " -2.72402421e+15 -1.21492158e+15 -2.29131307e+15 3.04040815e+15\n", + " 1.23560045e+15 -6.71476303e+14 4.50834714e+14 3.38756283e+15\n", + " -5.57864060e+15 -2.40306288e+15 -1.21316620e+15 -4.89626453e+15\n", + " 6.17904106e+14 1.43242045e+14 3.04908589e+15 2.49681424e+15\n", + " -1.97960406e+15 -4.16861089e+15 -5.06622049e+15 -4.92800027e+14\n", + " 6.91154321e+14 7.84977661e+14 -1.28530522e+15 -4.15714135e+15\n", + " -6.30133311e+14 -7.03778586e+14 -5.69077414e+15 3.23799208e+15\n", + " -2.89213589e+15 -5.50135326e+15 1.03727594e+16 -6.35134436e+15\n", + " 3.27212973e+13 -3.55058867e+14 5.15288717e+14 2.16339725e+15\n", + " 1.97873232e+14 6.41115797e+14 6.81109662e+15 8.00147625e+13\n", + " -1.46184369e+15 -1.02972814e+15 -2.64462610e+15 -3.70229583e+14\n", + " -3.08658586e+15 6.29809557e+15 -3.06974389e+14 -2.32168509e+15\n", + " -2.53885751e+15 2.25444238e+15 7.17597763e+15 -3.55150080e+15\n", + " 1.21761685e+14 -3.70194588e+15 -9.56246057e+14 3.24226091e+15\n", + " 3.21117674e+15 3.49164200e+15 4.41064517e+14 -1.97813408e+15\n", + " -3.50098016e+15 8.73432442e+14 -5.30080298e+15 5.39951905e+15\n", + " 2.38805857e+15 1.63450264e+15 -9.50372311e+14 3.40572943e+14\n", + " -3.77431017e+15 -1.69732197e+14 -8.41495916e+13 1.89866094e+15\n", + " -3.09934692e+15 1.44732330e+15 -4.67371046e+15 8.25601976e+14\n", + " -1.60202989e+15 -1.90796909e+15 2.27924885e+15 -2.65385572e+15\n", + " 2.10742480e+15 -7.71816630e+14 7.98760160e+14 2.14339532e+15\n", + " 2.53185116e+15 -8.59793603e+14 -2.03235494e+15 8.44304232e+14\n", + " 1.15582919e+15 -4.98922957e+15 5.41521091e+15 -1.36474247e+15\n", + " 1.96905574e+15 1.91492502e+15 -2.23810638e+14 1.08302797e+15\n", + " 9.23467189e+14 -6.61020049e+15 -4.11341184e+15 -1.57604619e+13\n", + " -6.89488079e+15 -2.19433144e+14 -9.03720194e+14 4.43231824e+14\n", + " -1.25857628e+15 -2.39388492e+15 -1.40600857e+15 -1.84942641e+15\n", + " 3.49877405e+14 -1.65283434e+15 -1.24546863e+14 -1.43534499e+15\n", + " 6.02464957e+15 -1.42371568e+15 5.65060318e+14 -1.49977105e+15\n", + " -1.62982117e+14 -5.05916295e+14 4.63665727e+15 2.54758049e+15\n", + " 2.84778647e+15 1.68553378e+16 -1.50853773e+15 3.15459958e+15\n", + " -2.30894768e+15 9.32214365e+14 -1.27704793e+15 -2.08418086e+15\n", + " 1.00651130e+14 -3.58064242e+15 2.12135283e+13 5.39882848e+15\n", + " 2.19299140e+15 2.90425293e+14 -1.95279908e+15 1.75892689e+14\n", + " 1.97146151e+15 -1.02402209e+15 -8.16431587e+14 5.26767593e+14\n", + " 3.13394814e+14 -1.84613340e+15 2.07543158e+15 -1.07343037e+14\n", + " -1.76530578e+15 1.56063528e+15 -6.11826203e+15 -4.86123435e+14\n", + " 2.72930140e+14 -5.38353198e+14 -2.57114239e+14 -3.58114631e+15\n", + " 2.34140021e+15 2.39909253e+15 -2.57712418e+15 1.42253355e+15\n", + " 1.18663412e+15 -1.97891937e+14 -1.98035917e+15 6.91948182e+15\n", + " -5.66605779e+14 3.05614001e+14 -3.42613043e+14 3.67875781e+15\n", + " -3.07224488e+15 1.61924614e+15 -9.31138893e+14 1.76899970e+14\n", + " -1.73855686e+15 4.10818165e+14 7.41034810e+15 8.67107215e+14\n", + " 8.14087629e+14 -1.98333039e+15 5.45397443e+14 -1.35501402e+15\n", + " 7.29060390e+14 -2.88231574e+14 -1.26154209e+15 5.99586102e+14\n", + " -5.27566036e+15 -9.10979642e+14 1.45487909e+15 -2.35914881e+14\n", + " -1.16280631e+15 1.05667354e+15 1.84806146e+15 -5.70916540e+14\n", + " -1.72479500e+15 6.23759365e+14 -2.13920707e+15 1.18052147e+14\n", + " 1.08392809e+15 4.72531169e+13 1.39851633e+15 -1.43873629e+15\n", + " 1.93680919e+15 4.97309877e+14 4.70354899e+14 -2.15542972e+14\n", + " -8.47633835e+14 1.24960148e+15 -9.29061122e+14 1.79664482e+15\n", + " 8.92613428e+14 -6.10868181e+13 -1.46486672e+14 -1.96041922e+15\n", + " -2.05452891e+15 2.60270237e+14 6.31633636e+14 -1.60943491e+14\n", + " -1.64643006e+14 2.85391302e+14 8.79683733e+14 -8.51143511e+14\n", + " -1.31588028e+15 1.77188319e+14 -9.94130423e+14 -6.49824155e+14\n", + " 8.74740297e+12 -1.40403637e+15 1.68247899e+15 -2.71262392e+15\n", + " -5.28759993e+15 9.28470268e+14 -2.79027550e+15 -1.47870298e+15\n", + " -3.59833586e+15 1.71078945e+15 1.12100126e+15 1.80890347e+15\n", + " -6.89702276e+14 1.48686563e+15 -1.36927000e+15 8.87207793e+14\n", + " 1.16012171e+15 9.05814522e+14 -2.29723993e+15 -2.73376649e+15\n", + " 1.61270554e+15 -1.13766747e+15 8.92330991e+14 2.57895148e+15\n", + " -3.20178842e+15 1.12997036e+15 -4.04212355e+14 5.16045014e+14\n", + " -1.19691707e+14 4.16578414e+14 1.39813798e+14 -9.83050412e+14\n", + " 2.18928549e+14 3.48729741e+15 1.63308084e+14 1.23140723e+15\n", + " -4.99728181e+14 4.82736018e+13 1.98040197e+15 2.43998062e+14\n", + " 1.84845162e+14 -3.80273113e+14 1.70902163e+15 2.06692744e+15\n", + " 1.71842717e+15 2.04792134e+15 -3.14072923e+14 1.96240622e+15\n", + " -2.04452495e+15 -2.70734466e+14 2.61229938e+15 2.44674023e+14\n", + " -1.20074445e+14 -8.27614186e+14 1.95680662e+15 2.18497201e+15\n", + " -2.02481235e+15 4.53684445e+15 -3.01397939e+15 1.42541678e+15\n", + " -1.33904059e+15 -1.50142540e+15 -6.29320825e+15 3.50479776e+15\n", + " -2.54739395e+14 8.83331542e+14 -2.02626873e+15 1.65651444e+14\n", + " -1.24854472e+15 -1.06610120e+15 -2.34193925e+15 -5.70133314e+14\n", + " 6.81814088e+14 -5.81126302e+15 -1.33654888e+14 -1.69228937e+15\n", + " -5.57504053e+14 2.37925890e+14 -1.12234370e+15 7.64453203e+13\n", + " 6.43654615e+14 -1.46997325e+15 1.82126602e+13 2.20033968e+15\n", + " -9.14866662e+14 2.80849921e+15 1.16491049e+15 1.03440140e+15\n", + " 2.57287226e+14 -1.54120602e+15 -4.35891029e+13 4.02172514e+14\n", + " -8.69097353e+14 -1.85473751e+15 -2.63384228e+15 1.34018116e+15\n", + " 2.99754790e+15 -2.49980463e+14 -2.36785358e+15 7.11122232e+14\n", + " 1.89179528e+15 2.00819134e+15 1.37960440e+14 1.51701568e+15\n", + " -1.92770715e+15 4.10631557e+14 3.46043004e+14 1.69152175e+14\n", + " 3.89419811e+14 1.06695175e+15 1.62679198e+15 -9.73860116e+14\n", + " 1.48862105e+15 -1.39689166e+15 -1.13745263e+15 -2.76090696e+15\n", + " -1.69952623e+15 3.29220361e+14 1.11470510e+14 1.47960391e+15\n", + " 2.57797335e+15 -1.03471201e+15 3.18586314e+15 1.76711847e+15\n", + " -9.37156743e+14 6.91221736e+14 3.08569948e+15 4.08267323e+15\n", + " -1.01311476e+15 -9.55843840e+13 2.28465291e+14 -1.09408693e+15\n", + " -6.17789055e+14 -3.80693629e+15 2.21224140e+15 -7.88212931e+13\n", + " -2.29870571e+15 -4.17648047e+14 3.02734636e+14 3.19516015e+14\n", + " -4.49057184e+14 1.52144297e+15 -1.61268497e+15 -8.94975563e+13\n", + " -1.64288008e+15 1.85463452e+15 1.09298191e+15 1.57385277e+14\n", + " 1.56964556e+14 -5.39989926e+14 1.29529997e+15 -7.75280446e+14\n", + " -1.33996309e+15 3.00617134e+15 -1.09880632e+14 -1.24740596e+14\n", + " 2.04867603e+14 -6.72736369e+14 -1.91203727e+15 3.75932105e+15\n", + " -1.57818626e+15 9.03719798e+14 2.62949035e+15 -3.18833484e+15\n", + " -6.54174775e+14 1.28062858e+15 8.51972752e+13 -2.88063030e+14\n", + " -3.23617697e+15 -2.20739864e+15 -2.59761488e+15 1.23977167e+15\n", + " 3.30726272e+13 2.18688550e+15 -5.59028224e+14 -1.13513318e+15\n", + " 1.01070947e+15 -1.36299594e+15 2.05371549e+15 1.87976236e+15\n", + " 6.73077764e+14 -5.38051338e+14 1.56336662e+15 -1.40951248e+15\n", + " 1.59946062e+13 3.17232151e+14 2.69873810e+15 -5.15273102e+14\n", + " 3.98923456e+14 4.06575020e+14 -2.21291106e+15 -2.75839109e+15\n", + " -1.04597581e+14 1.08455897e+14 4.26979586e+14 3.64787026e+14\n", + " 1.32457652e+15 7.66586686e+14 3.49577310e+14 -3.78517494e+14\n", + " -1.88596104e+15 1.05693307e+15 -3.07066795e+15 -1.14960169e+15\n", + " -3.30035945e+14 -1.38207224e+15 -3.39084275e+14 -2.16488395e+15\n", + " -4.03519552e+14 -1.61110123e+15 -2.78172331e+15 -3.12013306e+14\n", + " -2.49582947e+14 -3.11931462e+15 6.67531650e+14 -5.49742701e+14\n", + " -1.86700356e+15 -3.54010107e+15 1.19131818e+15 -3.78285119e+15\n", + " -3.06954498e+14 -1.12644013e+15 2.20028694e+14 -9.34143731e+14\n", + " 2.01167723e+15 3.94225137e+14 -1.65161378e+15 3.95932330e+14\n", + " 3.96088893e+14 -2.19599165e+14 1.48483445e+15 -4.92253770e+14\n", + " 2.77991418e+14 -2.31998710e+14 4.82810370e+14 -5.84451643e+14\n", + " 1.71807264e+15 -1.16374049e+15 -8.78075249e+14 -8.80850962e+14\n", + " 4.97513285e+14 -1.54342650e+15 7.78581093e+14 2.63250019e+15\n", + " 1.18313869e+14 -3.14614536e+15 2.18879241e+14 4.29510297e+14\n", + " -1.26014827e+15 1.55236884e+15 -1.87732166e+15 -6.13424482e+14\n", + " -5.20354692e+14 -1.15451740e+15 -3.20087954e+14 -9.97652854e+14\n", + " 2.48246413e+14 -5.07914601e+14 -8.09572689e+14 -4.12331024e+14\n", + " 9.11963698e+14 1.36996296e+15 8.67058322e+14 1.59072024e+14\n", + " -3.77858364e+14 -2.43651641e+14 -1.55696539e+15 1.88356894e+14\n", + " -9.40463738e+14 9.70412515e+14 1.34660035e+15 7.40251342e+14]\n", + "Found 363 total galaxies in catalog for cluster 21425\n", + "[ 2.35826638e+14 -4.23888659e+15 -2.17077980e+15 6.96261773e+14\n", + " -5.13287140e+14 -2.08500305e+15 5.36977969e+14 3.13187200e+15\n", + " -5.09342535e+15 -3.44524238e+14 5.49973280e+14 -5.29004319e+14\n", + " -3.05823154e+15 -6.96457207e+15 -9.63965429e+14 -4.19546781e+15\n", + " -5.45046123e+15 1.56967569e+15 -4.02793560e+14 -3.21822285e+15\n", + " 3.30900131e+15 -1.32978447e+14 -5.33224785e+15 -1.11679206e+15\n", + " 1.07469923e+16 -5.15744697e+14 2.10933498e+15 1.48975836e+15\n", + " 9.94760488e+14 -1.45298494e+15 -1.84314602e+15 -1.75899829e+15\n", + " -1.58420655e+14 -4.82307528e+15 -5.15218030e+14 -8.96567470e+14\n", + " 3.45100879e+14 2.12460366e+15 6.03730873e+15 7.09369045e+14\n", + " 4.86160954e+15 -1.31574478e+15 4.70679554e+14 3.28935583e+15\n", + " 2.43672512e+15 -5.24899656e+14 2.53932719e+15 5.48214178e+15\n", + " 4.97168855e+14 -1.62734301e+14 -3.19210224e+15 -1.66520641e+15\n", + " -2.23202656e+14 4.13187046e+15 -5.98912892e+15 3.34219937e+14\n", + " -2.03927874e+15 -6.34561774e+15 3.93694792e+14 1.75420633e+15\n", + " 2.13788778e+15 1.51706783e+15 -1.97345893e+14 5.64066815e+15\n", + " -1.34857520e+15 4.48119812e+15 2.50549606e+15 -5.04741936e+14\n", + " 2.44056819e+15 2.15690618e+15 1.33041089e+15 -5.37471274e+14\n", + " 1.55363907e+15 -4.57032755e+15 -1.63912636e+15 5.22442706e+15\n", + " 9.66642046e+13 -4.62731638e+14 -1.18257929e+15 2.33318846e+15\n", + " -5.83251096e+14 1.92896360e+15 1.00827873e+15 -1.95049000e+15\n", + " 5.70167047e+14 -2.46949753e+15 -1.76645604e+15 1.78270922e+15\n", + " 4.71322090e+13 -3.60224236e+15 2.31496506e+15 2.31377138e+14\n", + " 4.87722467e+13 -1.01147115e+15 4.47035655e+15 -7.86224203e+14\n", + " 1.51115877e+15 -3.12801302e+14 1.40610333e+15 -1.25253101e+14\n", + " 4.13364491e+14 -2.13619844e+14 4.86304092e+14 -2.44997908e+15\n", + " 7.76531188e+14 -1.00137377e+14 1.68964440e+15 5.44419406e+13\n", + " -2.15093950e+15 -7.79757698e+14 4.02460088e+14 -1.41348704e+16\n", + " -2.93329760e+15 1.55577457e+15 -2.49774560e+15 -3.22076536e+14\n", + " 2.62730409e+15 -2.13391273e+14 -1.09015679e+15 7.50478449e+14\n", + " -1.21668350e+15 3.64944090e+15 2.53519278e+15 -2.80506003e+14\n", + " -1.17295707e+15 3.48617160e+15 1.58042044e+15 7.54576992e+14\n", + " 2.14133185e+15 -1.49902078e+15 2.52831126e+14 1.63046200e+15\n", + " 2.50447376e+15 1.61024732e+15 1.35845450e+15 2.83871082e+15\n", + " -2.50348451e+14 -1.17321874e+15 3.10814915e+15 9.93929066e+14\n", + " -1.99932280e+15 -8.69728249e+14 3.48875044e+14 4.01272150e+14\n", + " 1.53927933e+15 7.89141687e+14 1.46024473e+15 5.06010274e+14\n", + " 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-1.22686760e+14 1.11157335e+15 1.69595282e+14\n", + " -4.80157988e+14 5.41317472e+13 -9.80075629e+14 -3.51599032e+14\n", + " 1.02775763e+14 -1.85286153e+15 -1.54898297e+15 -1.83186885e+15\n", + " -4.63967018e+14 -2.45332602e+14 -2.43325344e+15 -2.26763404e+15\n", + " 1.84691717e+15 3.02799402e+15 1.21721018e+15 8.47747480e+14\n", + " 3.53126680e+14 -5.74709576e+14 2.84860783e+15 5.77473675e+14\n", + " 6.94218907e+14 2.55183024e+15 -2.58288028e+14 1.25117538e+15\n", + " 5.41192328e+14 -1.63057021e+15 1.93632951e+15 1.79959215e+15\n", + " -9.81347599e+14 -7.02816649e+14 -1.88601483e+15 -1.36252870e+15\n", + " -1.47445116e+15 8.56819458e+14 3.11771666e+13 1.58939736e+15\n", + " 5.21624463e+14 5.40989980e+15 3.45759606e+14 2.68914281e+15\n", + " 9.58372353e+14 1.14030752e+15 -3.96432579e+14 4.11275103e+15\n", + " 3.34406673e+13 4.52643992e+15 -2.04889133e+15 -1.35330665e+15\n", + " 1.69762731e+15 1.10197976e+15 8.35820311e+14 -1.58432943e+15\n", + " 2.62201105e+15 1.57215181e+15 -5.88475584e+14 -1.64915696e+14\n", + " -1.44754297e+15 9.00655237e+14 -1.65185013e+15 1.71748294e+15\n", + " -4.01656646e+14 7.70261460e+14 3.88793129e+15 8.31976914e+14\n", + " -2.55801395e+15 3.11069218e+15 1.15232562e+15 1.47611616e+15\n", + " -1.65129276e+14 1.63771727e+15 -1.19045239e+15 9.01331874e+13\n", + " -2.58948598e+15 -1.49218728e+15 9.41970833e+14 5.38473991e+14\n", + " 9.05580556e+13 -2.04558729e+15 -6.99218405e+14 1.63933944e+14\n", + " -1.13883225e+15 3.09133669e+15 -3.93805195e+14 -1.12691406e+15\n", + " -2.85699164e+14 -6.51463860e+14 2.41359595e+15 8.74352717e+14\n", + " -9.74625912e+14 -2.66891188e+14 2.83925521e+15 -6.43100101e+14\n", + " -1.85627368e+15 -4.84115225e+14 -2.20869337e+15 -1.51144824e+15\n", + " -2.72380607e+15 2.90669322e+15 -7.97060346e+13 7.18894912e+14\n", + " 4.87003423e+14 1.99907703e+15 1.93475267e+15 1.28089072e+15\n", + " 1.77157860e+15 3.51727769e+14 1.04772730e+15 -1.75705371e+15\n", + " -3.74015761e+14 -3.02571127e+14 4.41173545e+15 9.57602099e+14\n", + " -1.36068167e+15 6.44419471e+14 -8.75994063e+14 -4.07001974e+14\n", + " 2.05001081e+15 3.18532279e+14 2.41883360e+15 3.44598755e+14\n", + " 1.83637702e+13 4.16892159e+14 -6.72039031e+14 -1.02763118e+15\n", + " -2.23185595e+15 1.57637881e+15 -4.96274126e+14 -4.02987857e+14\n", + " -3.99319175e+13 -2.33841441e+14 1.01014340e+14 -6.30023126e+14\n", + " -9.67075569e+14 -1.81478679e+15 -5.64999858e+14 -1.70581301e+14\n", + " 1.25391018e+15 -3.11708604e+14 1.03296601e+15 3.02289323e+15\n", + " -5.70588532e+14 -6.51599493e+14 -1.41748505e+15 4.33130790e+14\n", + " -2.37155754e+15 -6.96141457e+14 1.50695885e+14 1.12601699e+15\n", + " 2.76838125e+14 -2.69529812e+14 1.42498805e+15 4.07203349e+14\n", + " -2.19449665e+14 -1.09715762e+15 -6.42083863e+14]\n", + "Found 7786 total galaxies in catalog for cluster 30553\n", + "[-2.00038808e+15 -1.61432167e+15 -4.27233604e+14 ... 1.23490548e+15\n", + " 5.23307589e+14 -4.09167959e+14]\n", + "Found 1777 total galaxies in catalog for cluster 11651\n", + "[-5.07091138e+14 1.54531258e+15 -4.27403478e+14 ... -4.22919088e+14\n", + " 7.86431363e+14 -3.65456810e+14]\n", + "Found 2526 total galaxies in catalog for cluster 27728\n", + "[ 1.20300936e+15 7.58824966e+14 1.55598455e+15 ... -6.60988443e+14\n", + " -5.18842165e+14 -5.14115941e+14]\n", + "Found 2665 total galaxies in catalog for cluster 30757\n", + "[1.19098068e+15 3.09320332e+14 1.82900278e+15 ... 1.29979633e+12\n", + " 5.18837261e+13 3.16407664e+14]\n", + "Found 5370 total galaxies in catalog for cluster 32634\n", + "[-4.63561677e+14 4.65507674e+14 8.81484145e+14 ... 8.22746549e+14\n", + " -1.12974491e+15 -3.84659016e+14]\n", + "Found 3080 total galaxies in catalog for cluster 33429\n", + "[ 1.29281734e+15 2.68602323e+14 -1.41552024e+15 ... -1.38007526e+15\n", + " 5.42277393e+14 -1.38988568e+14]\n", + "Found 1942 total galaxies in catalog for cluster 15656\n", + "[ 9.75905244e+13 -6.57837207e+14 -8.08925941e+14 ... -7.91254452e+14\n", + " 1.25502312e+15 -5.55726150e+14]\n", + "Found 662 total galaxies in catalog for cluster 29784\n", + "[-8.50512752e+14 -2.29020804e+14 7.76015830e+14 -2.67040069e+15\n", + " 2.45687303e+15 8.47445496e+13 2.61491092e+15 3.91169063e+15\n", + " 1.81528636e+15 -1.97947119e+15 -1.80897464e+15 -1.58805551e+15\n", + " 3.85653393e+15 2.70017475e+13 -8.27354675e+14 1.28854653e+15\n", + " 2.03091673e+15 -2.76585739e+15 3.26146805e+15 1.43247339e+15\n", + " 1.70539434e+14 7.30394772e+14 -4.41764765e+14 -4.62855543e+14\n", + " -1.99540155e+15 2.22333372e+15 5.09725295e+15 1.57862329e+15\n", + " 3.04618225e+15 1.34272299e+15 -1.02564876e+15 -3.14863272e+15\n", + " -2.66096785e+15 4.70144237e+15 -2.95120540e+14 4.93281595e+14\n", + " 3.08458581e+15 -1.94493839e+14 -5.23917599e+15 -2.33240984e+15\n", + " -9.38191192e+14 2.18242921e+15 -2.92176544e+15 3.11048883e+15\n", + " 1.46179708e+15 1.83340712e+15 -6.47379065e+14 -1.38110940e+15\n", + " 2.36694878e+15 6.17819322e+15 -2.99431202e+15 8.06277827e+14\n", + " 8.33472836e+14 3.24603028e+15 2.13955225e+15 -2.68329968e+15\n", + " 9.62494485e+14 3.06418479e+15 3.92719947e+15 -1.03528574e+15\n", + " -3.54521325e+15 -2.80686620e+14 -2.80854024e+15 -2.05790812e+15\n", + " -1.62211695e+14 8.34678300e+14 -1.16005307e+15 -1.40479937e+15\n", + " -5.31280369e+15 -1.42038241e+15 -2.06778150e+15 -2.93450259e+15\n", + " -5.53983686e+15 5.47874501e+13 -1.31373691e+15 2.79181148e+14\n", + " 1.44886641e+15 1.36453637e+15 -7.45200336e+14 2.32533612e+15\n", + " -2.49475076e+14 -3.03545813e+15 -7.05411802e+15 -1.93727075e+15\n", + " -6.22802135e+14 -1.25652087e+15 -3.73663098e+15 -2.03656640e+15\n", + " -1.39114237e+14 6.02747706e+14 -2.70618035e+15 -4.59602722e+14\n", + " 3.28431595e+14 8.45596663e+13 -1.32704836e+15 -3.31782837e+15\n", + " 1.42827214e+15 1.90039911e+15 -3.70510620e+15 -1.03379261e+15\n", + " 1.87033066e+15 -7.49047339e+14 -1.80890103e+15 6.17624072e+14\n", + " 9.53750641e+13 6.31106825e+13 1.58763973e+15 3.19900651e+14\n", + " 1.84081474e+15 -7.06110567e+14 -5.03974574e+13 2.03821509e+15\n", + " 2.14779600e+15 -7.29078490e+15 2.62141557e+15 8.47661435e+14\n", + " -1.81391594e+15 -1.75216191e+14 -2.67518135e+15 -2.75425760e+14\n", + " 9.40503677e+14 -3.02473138e+15 -1.59631865e+15 -4.81683088e+14\n", + " 1.97922159e+15 4.20669232e+14 -5.56450440e+15 3.43953139e+14\n", + " -4.39486741e+14 4.22421995e+15 1.05220831e+15 1.41620536e+15\n", + " -1.77934428e+15 2.39846913e+15 2.31442772e+15 1.06626949e+15\n", + " 1.82730903e+15 -9.00695304e+14 1.28212293e+15 4.95121087e+14\n", + " -2.66897949e+14 -1.04127948e+15 2.62281255e+15 -8.61687561e+14\n", + " -2.86495872e+15 -2.31759147e+15 -9.86208242e+14 -3.95631734e+15\n", + " 1.28686620e+15 1.66402360e+15 1.29740599e+15 -4.36433336e+14\n", + " -1.60701944e+15 9.05240002e+14 5.19649843e+15 4.20916967e+15\n", + " -3.99197045e+15 6.17338923e+15 9.08392926e+14 1.32279092e+15\n", + " 1.72751730e+15 -2.46845481e+15 6.06051637e+14 6.88070750e+14\n", + " -1.18138141e+15 1.76259097e+14 -1.46050598e+15 2.44911050e+15\n", + " -7.74371989e+14 5.26459621e+14 1.27925171e+15 -1.29894408e+14\n", + " 3.15570841e+15 1.71858806e+15 3.13125129e+15 4.82612208e+13\n", + " 4.77852208e+15 3.79951528e+15 -1.70768772e+15 1.81669920e+15\n", + " 2.53547580e+15 -9.45336982e+13 1.38752565e+15 1.66822297e+14\n", + " 4.02556130e+14 -1.20013575e+15 2.49249256e+15 1.72903224e+15\n", + " -1.90559218e+14 -6.98829883e+14 2.93279644e+15 -1.27189098e+15\n", + " 1.18575191e+14 -7.47312386e+14 -7.22970318e+14 -4.87468622e+14\n", + " -2.60005271e+14 7.00965838e+14 6.45734322e+14 9.89822235e+14\n", + " 1.40595260e+15 -1.38009719e+15 4.20071518e+14 1.12355417e+15\n", + " -1.39907566e+14 -2.02440182e+15 -2.18293216e+15 1.70111130e+15\n", + " -2.98598925e+15 2.09496401e+15 -5.73894506e+14 -1.27944389e+15\n", + " -2.48875856e+15 -6.30436414e+14 -1.31438513e+15 -1.53064297e+15\n", + " -7.69574146e+14 7.61146169e+14 2.09948906e+14 -5.55957401e+15\n", + " -1.67119692e+15 2.69557128e+15 9.68268173e+14 1.84928838e+15\n", + " 9.29494622e+14 -4.32714295e+15 -1.45777059e+15 1.62930061e+15\n", + " -1.24487150e+15 -1.02970750e+15 -1.16358676e+15 -1.90796800e+15\n", + " 1.02473533e+15 2.36717445e+15 5.97641179e+14 -1.41080037e+15\n", + " 1.83656417e+15 2.11792596e+12 1.97004654e+15 1.81058421e+15\n", + " 4.88923503e+14 -1.25454453e+15 6.90373100e+14 1.19762345e+15\n", + " 9.77882219e+14 7.88826958e+14 7.07819476e+14 1.04617733e+15\n", + " -1.98358504e+15 -2.46698422e+15 1.85196222e+15 2.78599413e+15\n", + " -1.06751790e+15 8.93728197e+14 8.23931108e+14 7.83680059e+14\n", + " -1.60629860e+15 3.73465464e+15 2.94408802e+14 -2.54737692e+14\n", + " -2.37839339e+13 -2.29594248e+14 5.04111956e+14 5.28755853e+14\n", + " -2.38183128e+14 -6.29349915e+14 1.02437572e+15 -1.21155793e+15\n", + " 1.12721376e+15 8.12964284e+14 -3.52657034e+14 1.38292929e+15\n", + " -6.84705224e+14 2.30255424e+15 6.45768489e+14 -1.56766198e+15\n", + " 1.77575822e+15 -1.13524614e+15 2.20797990e+15 -7.10061241e+15\n", + " -1.89144189e+14 5.65846764e+14 -1.42391157e+15 -1.91783697e+15\n", + " -8.73653143e+14 -2.18305842e+15 2.93255789e+14 -1.21240270e+15\n", + " 3.53721501e+15 -2.80792461e+15 -8.48046757e+14 -2.12046888e+14\n", + " 1.18914314e+15 1.85980148e+15 3.34864358e+14 -6.94985927e+14\n", + " 2.14587378e+15 3.03612197e+13 5.52300569e+14 1.67922218e+15\n", + " -1.91078661e+14 2.33927357e+14 -2.58040508e+14 -1.20515782e+15\n", + " -8.53153693e+14 -3.64737552e+14 -1.37128076e+15 1.13272716e+15\n", + " -9.01464043e+14 2.09662682e+15 3.62352531e+15 9.91556675e+14\n", + " -2.59129614e+15 -4.97937840e+14 1.59426632e+14 3.15769478e+15\n", + " -6.38383406e+14 -7.70087339e+14 -6.18007335e+14 2.59466617e+14\n", + " -2.12238605e+15 -2.28321419e+14 -4.19911807e+15 -1.84735352e+15\n", + " 1.13104956e+15 -3.94717690e+14 -9.67687072e+14 -2.35843950e+15\n", + " 1.22083294e+15 -7.59398312e+14 -2.93637688e+14 -4.42563304e+14\n", + " 1.03938629e+15 8.88822058e+14 -6.83513889e+14 1.37786560e+15\n", + " -1.91648254e+15 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-1.53809491e+15\n", + " 1.04211460e+14 -2.04151167e+15 2.57386022e+14 -4.92943811e+14\n", + " 6.80959377e+14 -5.60393034e+14 1.44691536e+15 7.14342988e+14\n", + " 5.12228725e+14 -3.21577546e+15 1.94467141e+14 5.29259545e+14\n", + " -1.62421865e+15 -1.61446613e+15 -5.19337895e+14 -6.92101995e+14\n", + " -9.84680931e+14 -4.85935752e+13 3.11425956e+13 1.02607471e+15\n", + " 1.67188091e+15 9.01354137e+14 1.69329095e+13 -6.47897505e+13\n", + " -1.43702681e+15 9.01023114e+14 3.97017539e+15 9.65344442e+14\n", + " -3.35467796e+15 -2.85488114e+15 1.57655823e+15 9.08599692e+14\n", + " 1.83236577e+15 -4.36064257e+14 -5.37605659e+14 2.05768369e+15\n", + " -2.01295931e+15 1.59442412e+15 3.55552996e+14 1.17297245e+15\n", + " -9.72223881e+14 -5.20472176e+14 -2.50762935e+15 -1.27277189e+14\n", + " 1.79005542e+15 -3.16343635e+15 -2.65515123e+14 -1.58361388e+15\n", + " 4.30726871e+14 3.41098074e+14 -1.67766076e+15 -6.13072805e+14\n", + " 1.98267002e+15 3.66925999e+14 6.77622264e+13 -3.00884885e+14\n", + " 1.12303546e+15 4.85681339e+14 2.81480293e+15 2.46732872e+14\n", + " -2.09702872e+15 -9.69882272e+14 9.15260215e+13 -2.98125070e+14\n", + " -3.14478989e+15 -1.24617709e+15 -1.19435882e+13 2.74350724e+15\n", + " -1.65782467e+15 -1.45236408e+15 -1.34361822e+15 -1.64101503e+15\n", + " 1.68524112e+15 7.54077330e+14 -1.00798608e+15 1.08669821e+14\n", + " 5.96010883e+14 1.05463896e+15 1.09989053e+15 -2.39900471e+15\n", + " 1.51047325e+15 -2.65678392e+15 2.94962411e+14 4.53575336e+14\n", + " 1.31542558e+15 -1.75564169e+15 1.53450018e+15 3.81587631e+14\n", + " -1.76721912e+15 3.41692723e+14 2.27316348e+15 2.44071830e+15\n", + " 7.99112183e+14 -9.05356302e+14 8.79366830e+14 1.17790091e+15\n", + " -2.62490865e+14 -2.23916098e+15 7.20077376e+14 -2.32285041e+15\n", + " -7.51256970e+14 9.15628250e+14 -5.61717969e+14 -3.47150614e+14\n", + " 1.17770015e+15 1.21339059e+14 -1.83825490e+15 -3.98446634e+14\n", + " -3.94066142e+14 4.55836339e+14 -5.32424911e+14 -3.47765670e+15\n", + " -3.35025625e+13 2.54067028e+15 1.05467149e+15 -2.55367194e+15\n", + " -7.57102818e+14 3.80395531e+14 2.78215767e+13 -8.58930356e+14\n", + " -2.48192760e+14 5.11486438e+14 -9.30191835e+14 1.64740723e+14\n", + " -2.19347557e+14 1.50023922e+15 8.74951846e+14 -1.05696865e+15\n", + " 1.73007094e+15 -2.08612301e+14 2.25761681e+15 -4.06771744e+14\n", + " 6.57212084e+14 -9.23208835e+14 -1.06091338e+15 1.14228905e+15\n", + " -1.59986462e+15 4.08258823e+14 3.29265574e+15 8.66688911e+14\n", + " -2.19653043e+15 -7.13892817e+14 -1.56864462e+15 7.12242861e+14\n", + " 4.26527259e+14 1.17931383e+15 -6.53140991e+13 -1.82239744e+14\n", + " 1.53275667e+14 -2.49549124e+13 -4.63217341e+14 1.63463547e+15\n", + " -2.87296277e+14 5.42365718e+14 2.83014491e+14 -7.99552553e+14\n", + " 9.07901033e+14 -1.58912427e+15 3.32480089e+14 1.64538614e+15\n", + " 1.71498541e+15 6.74061940e+14 -9.39035935e+14 -1.87748192e+14\n", + " -2.63895140e+14 8.71708544e+14 1.77881758e+14 1.19920376e+15\n", + " -4.27257319e+14 -8.18762137e+14 1.31489324e+14 2.36242051e+14\n", + " -1.90983882e+13 -7.49211556e+14 2.70481878e+15 -1.42821721e+14\n", + " -6.30138602e+14 -1.13860613e+15 1.98427517e+15 1.27806746e+15\n", + " 6.09035169e+14 -9.28328079e+14 -7.62158056e+13 -7.37199587e+12\n", + " 7.92389463e+14 -4.98954075e+14 8.56232497e+14 4.03736149e+14\n", + " 4.70541739e+14 -5.46980410e+14 -1.06258224e+15 1.11084119e+15\n", + " 1.76051289e+14 8.15891264e+13 2.05121412e+14 -1.99232117e+15\n", + " -1.47954708e+15 -1.18599281e+15 4.52577591e+14 2.75535583e+14\n", + " -2.22478581e+14 -5.43565293e+14 4.47891853e+14 1.00218191e+15\n", + " 1.16159555e+15 -1.13911713e+14 6.35281077e+14 3.60183290e+14\n", + " 7.91043363e+14 -8.82339697e+14]\n", + "Found 1912 total galaxies in catalog for cluster 22630\n", + "[-5.91176269e+14 -1.11716751e+15 3.12038296e+15 ... -1.87750310e+15\n", + " -3.08836601e+14 -1.30095451e+14]\n", + "Found 942 total galaxies in catalog for cluster 17777\n", + "[-1.98072402e+15 -7.36460273e+13 8.82990760e+14 -2.22119563e+15\n", + " -3.30053367e+15 -1.55939047e+15 6.50048087e+14 -4.36850875e+15\n", + " 3.89918132e+15 -7.84338304e+14 -7.06539384e+14 5.02631975e+14\n", + " 1.46766485e+15 1.07445510e+15 -1.42627855e+15 -5.78211816e+15\n", + " -1.88993248e+14 -1.48187733e+15 9.58664860e+14 5.95374840e+14\n", + " -2.57472364e+15 1.83478092e+15 1.22654058e+15 -2.31659825e+15\n", + " 2.98323583e+15 1.69219885e+15 9.29484423e+14 1.33037952e+15\n", + " 1.15680280e+15 -2.94807020e+14 -1.93582814e+15 5.10403187e+15\n", + " -2.73042393e+15 -2.44092987e+14 5.39226750e+14 3.99715740e+14\n", + " -2.74995834e+15 1.40129277e+15 -3.25628660e+14 -9.19731781e+14\n", + " 9.96370777e+14 -4.18263382e+13 1.19873516e+15 -8.90609309e+13\n", + " 1.33779971e+15 -5.84208536e+15 -2.39549095e+15 1.82190923e+15\n", + " 9.18113006e+14 1.69431747e+15 -1.36321448e+15 1.90171649e+14\n", + " 2.98210483e+15 -2.20420926e+15 1.11569580e+15 2.44276146e+15\n", + " 2.01581514e+15 4.17110047e+15 -1.49342066e+14 4.05252915e+15\n", + " -3.98176828e+15 2.41164168e+15 -1.75065315e+15 1.16596601e+15\n", + " 6.34532099e+13 -1.93701947e+15 3.99323819e+15 -2.38509612e+15\n", + " -4.57655274e+14 -1.64511841e+15 -1.24972846e+15 6.51299798e+14\n", + " 1.60904442e+15 4.38263174e+15 1.19863660e+15 -2.93715614e+15\n", + " -3.47300983e+14 2.49410066e+15 2.32424446e+15 -6.23438206e+14\n", + " 3.13448956e+14 1.12297986e+15 -2.54426670e+15 9.55469731e+14\n", + " 2.51980984e+15 -2.90723013e+15 -1.32117140e+15 2.73345029e+15\n", + " -2.95289637e+14 -1.63053664e+15 -3.59540737e+14 -1.11121821e+15\n", + " -3.27686953e+15 -1.77905690e+15 -1.45477675e+14 -1.17614369e+15\n", + " 2.25897726e+15 4.34247188e+14 -3.22671777e+14 -8.49433628e+14\n", + " -3.67859539e+15 -4.70709405e+15 -2.94280704e+14 -1.54994630e+15\n", + " -2.03151199e+13 1.32156731e+15 5.05577177e+13 4.21433539e+13\n", + " -9.26865430e+14 1.61359658e+15 6.89366207e+14 1.21006802e+15\n", + " -6.29126909e+14 -1.71702450e+12 -2.08551326e+15 3.62040680e+15\n", + " 1.98441310e+15 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3.93449625e+15 -8.26174318e+14\n", + " 1.50458885e+15 7.40029410e+12 -1.14605239e+15 -3.14356896e+15\n", + " -1.93500856e+15 -2.98393415e+15 -5.92045094e+14 1.01624543e+15\n", + " -1.18447088e+15 2.77852307e+15 -3.96466496e+14 1.92763364e+15\n", + " 9.44844405e+14 -2.32543348e+14 -7.38707497e+13 2.03587232e+15\n", + " 4.30601368e+14 9.80884339e+14 -1.96661640e+14 1.44713233e+15\n", + " -4.39573581e+14 2.72642166e+15 1.21521040e+15 -4.74290512e+14\n", + " -1.01734720e+15 1.02047323e+15 -1.35631210e+15 3.67443175e+15\n", + " -9.07291877e+14 1.07148112e+15 -8.07306865e+13 2.28652193e+15\n", + " 1.79760168e+15 2.79876364e+13 -1.10551003e+15 -2.31877916e+15\n", + " -8.86119827e+14 2.18625367e+15 -1.54322498e+15 2.28321887e+15\n", + " 5.21119326e+14 2.75841315e+14 -3.04946875e+15 7.94724910e+14\n", + " -9.69045902e+14 1.46892938e+15 8.87060070e+14 -4.10750608e+14\n", + " -3.35856018e+14 -6.14049900e+14 -1.33344703e+15 -2.57544779e+15\n", + " -2.01489507e+14 1.12218897e+15 4.22072723e+15 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7.59115552e+14 -7.07291334e+14 1.71894874e+15\n", + " -4.36290750e+15 -1.49748799e+15 2.63085520e+15 3.06510063e+15\n", + " -2.04382819e+13 2.74145777e+15 -7.64903228e+14 -1.16801477e+15\n", + " -3.82281239e+14 1.36188237e+15 -2.72864595e+14 1.45616407e+15\n", + " 9.42650551e+12 1.72017004e+14 -8.07385100e+14 1.76322011e+15\n", + " 1.97107210e+14 -2.11698295e+14 8.53509786e+14 7.04621570e+14\n", + " 1.01742069e+15 -7.93217332e+13 1.07010524e+15 1.76940188e+15\n", + " 8.28207424e+14 -2.66221499e+15 5.58671133e+14 1.90711319e+15\n", + " 7.56572082e+14 1.10290039e+15 8.56585557e+14 9.55059169e+14\n", + " -6.29624305e+14 -2.06779943e+15 1.45736601e+15 -1.37140607e+14\n", + " 5.22525039e+14 -6.60271081e+14 2.98635521e+14 -1.47084038e+14\n", + " -1.59822830e+15 -4.24414831e+14 3.11489395e+14 -4.12845694e+14\n", + " 8.76009801e+14 6.97435756e+14 1.19596148e+14 -7.99409649e+13\n", + " 8.72492779e+14 -3.99812907e+14 -6.49633746e+14 -1.75572778e+15\n", + " -7.11182503e+12 9.13436574e+14 2.69028740e+15 2.96626295e+14\n", + " -1.94855224e+14 -4.43128385e+14 2.50029561e+15 1.90141156e+14\n", + " -1.88034391e+14 1.23527305e+15 1.62318159e+15 -7.70245389e+14\n", + " -3.36669715e+14 -1.55408581e+15 -9.20215752e+14 1.59996865e+14\n", + " -5.10247428e+14 8.48227990e+14 -1.67837567e+15 -9.51171628e+14\n", + " 2.47541443e+14 3.21293136e+13 -1.41948478e+14 1.38818422e+15\n", + " -1.68628918e+15 1.21140968e+15 -1.85540299e+14 -1.44556079e+14\n", + " -1.70144562e+15 9.09759488e+14 1.16973115e+15 -1.82255690e+14\n", + " -4.87382873e+14 9.62770092e+14 -2.85112525e+13 1.05568070e+15\n", + " 8.45300853e+14 1.81125914e+15 9.89216000e+14 7.65070075e+14\n", + " 2.50062738e+15 7.54628572e+12 -2.14028614e+15 -2.08155041e+15\n", + " -5.22858476e+14 4.52695424e+13 -7.99909566e+14 -1.06904586e+15\n", + " -1.67129762e+15 9.89897870e+14 -1.21223246e+15 5.80496712e+14\n", + " -1.36727093e+15 2.09829028e+14 -8.86560453e+14 3.87127920e+14\n", + " 1.65193464e+15 1.36958070e+15 -7.84483416e+14 2.06591699e+14\n", + " 1.94160457e+14 -1.88364065e+15 -1.06278785e+15 -1.15665774e+13\n", + " 2.73910099e+15 -6.81174815e+14 -6.93189962e+14 -4.44835747e+14\n", + " -5.36626621e+14 1.82130226e+15 2.51492793e+14 1.51437748e+15\n", + " 4.82043593e+14 9.14186679e+14 1.29600187e+15 6.86161090e+14\n", + " -2.32386518e+15 -1.98670292e+14 6.94126102e+14 4.87153704e+14\n", + " 1.31555113e+15 2.58059295e+15 -2.65311917e+14 3.11660374e+14\n", + " 4.46012936e+14 -3.99922608e+14 4.20339158e+14 4.11977482e+12\n", + " 5.09009664e+14 5.91344749e+14 -5.80173775e+15 1.13407604e+15\n", + " 1.25019431e+15 -4.51020814e+14 -1.17520023e+14 -7.25919049e+14\n", + " 9.65869873e+14 -9.33708560e+13 -1.14283839e+15 -8.80869085e+14\n", + " -8.99712488e+14 -6.94447694e+14 -2.20681132e+14 1.70842215e+14\n", + " -7.21541116e+14 2.00471114e+14 1.81087276e+15 -2.20215138e+15\n", + " 1.59761959e+14 -1.39787219e+15 -5.98719239e+14 1.04708440e+15\n", + " 1.47712665e+15 -5.45060302e+14 -2.81804946e+15 -1.32872234e+15\n", + " -2.71963375e+14 -6.98163438e+13 -1.06802778e+15 -3.75341526e+14\n", + " -1.05608675e+15 -4.80222781e+14 -4.13210237e+14 -6.90626571e+14\n", + " -2.04345680e+15 2.31679373e+15 6.04810264e+14 6.30144947e+14\n", + " 2.40928147e+14 -4.89887661e+13 7.94579594e+14 4.99101679e+14\n", + " 2.62776694e+15 -1.82260975e+15 2.58843913e+14 -1.03806316e+15\n", + " 4.88557365e+14 -2.43119577e+15 3.17173235e+14 -7.99758217e+14\n", + " 1.24043629e+15 -6.62121079e+14 5.50338407e+14 7.67143432e+14\n", + " 3.39012454e+14 -2.54530757e+14 1.84140720e+15 7.76476251e+14\n", + " 1.01292496e+15 -1.78829059e+15 -5.11503543e+14 1.13936005e+14\n", + " 1.71491894e+15 -9.38589811e+14 -9.19234307e+14 1.04728969e+14\n", + " -1.09532771e+15 -2.31689598e+15 1.59729388e+15 1.60352778e+15\n", + " 1.36589047e+15 -6.88785087e+14 1.52160306e+15 4.91078728e+14\n", + " 2.30865592e+15 -2.82569294e+14 2.73518040e+14 1.66408908e+15\n", + " -1.54105154e+13 -1.89562510e+14 4.61945831e+14 -5.31069716e+14\n", + " 2.11864661e+14 -7.35464642e+14 2.26316063e+14 -9.26622096e+14\n", + " -1.16026906e+15 1.58815742e+15 -3.42756350e+15 9.58522038e+14\n", + " 1.61429109e+15 -5.69008922e+14 -8.74616356e+14 5.03714148e+14\n", + " -1.04992034e+13 1.42105099e+15 -1.65371427e+14 4.39449950e+14\n", + " -1.53405042e+14 -1.08907274e+15 8.19674149e+14 -7.03396692e+14\n", + " 6.09389372e+14 -5.26642104e+14 6.22354240e+14 1.60677263e+15\n", + " -2.51941315e+15 7.59919050e+14 -6.75092307e+14 1.30003475e+15\n", + " -5.07715154e+14 1.76544986e+15 -2.32747888e+15 -4.40375822e+13\n", + " 4.26428039e+14 -5.94087387e+13 -1.84554305e+15 3.43491599e+14\n", + " 1.13000424e+15 8.24295514e+14 1.49031849e+15 1.84194720e+15\n", + " 1.12483176e+15 1.41699558e+15 7.26808819e+14 2.50399391e+15\n", + " 6.99054237e+14 2.00031932e+14 1.66539239e+15 4.45104745e+14\n", + " 9.19860455e+14 -1.35612852e+15 7.61061310e+14 1.18923123e+15\n", + " 1.00714240e+15 -1.68024028e+15 -1.31355005e+14 -3.46335838e+14\n", + " 8.13200706e+14 1.30625215e+15 -2.56655251e+15 -7.04709610e+14\n", + " 2.83142602e+14 3.83588640e+12 1.81304284e+15 -6.66930725e+14\n", + " 9.34135120e+13 8.83297948e+14 2.64133238e+14 -9.34901806e+14\n", + " -7.82962306e+14 8.08916778e+14 -1.96537629e+15 -6.43056303e+14\n", + " -1.04915424e+15 7.52068689e+13 -3.58603637e+14 -1.68975209e+15\n", + " 9.96994035e+14 2.04667251e+14 -5.28735640e+14 6.41760067e+14\n", + " -1.46534885e+15 -1.17378566e+15 1.35137093e+15 -9.13204068e+14\n", + " -2.68757048e+13 -4.34805032e+14 4.54047552e+14 5.99925073e+14\n", + " 1.99907373e+14 -1.52169841e+15 1.00018201e+15 9.10996337e+14\n", + " 1.31172947e+15 3.67905469e+15 -1.57892117e+15 3.91809183e+14\n", + " 3.97757098e+14 -9.55936484e+14 -4.84002630e+14 -1.24465410e+15\n", + " 5.35066619e+14 1.72923785e+15 -8.89981536e+14 3.68557726e+14\n", + " -9.81703667e+13 -1.05819919e+15 4.94665278e+14 -4.71623833e+14\n", + " 1.55308885e+14 1.16148593e+15 -1.53520816e+15 -4.76271536e+14\n", + " 9.46864337e+13 1.08314051e+15 -6.08425361e+14 -5.92703427e+14\n", + " 1.48237288e+13 -4.91184908e+14 -9.04264635e+14 7.31952868e+13\n", + " -7.17798529e+14 1.11983391e+15 7.63826416e+14 2.99041674e+14\n", + " 1.09266281e+15 1.27316872e+15 4.33834837e+14 -9.10839498e+14\n", + " -5.76676623e+14 -5.94671979e+13 -1.73327017e+14 -5.58768080e+14\n", + " 1.03655890e+15 3.73904788e+14 1.64486357e+14 5.23721437e+14\n", + " 7.65951194e+14 4.90391216e+14 3.41709447e+14 -8.29877974e+14\n", + " -3.67005239e+14 -3.29413005e+14]\n", + "Found 2126 total galaxies in catalog for cluster 33569\n", + "[-2.84261504e+15 1.60573858e+14 3.95545615e+15 ... -2.42692387e+14\n", + " -7.64237988e+14 -1.55854189e+13]\n", + "Found 1969 total galaxies in catalog for cluster 39996\n", + "[-1.96607851e+14 -4.49030264e+14 1.45237847e+15 ... 2.26368561e+14\n", + " -5.21978404e+14 -7.30040820e+14]\n", + "Found 3464 total galaxies in catalog for cluster 37007\n", + "[ 2.71421785e+15 -1.43301458e+15 1.15003338e+15 ... -5.79480946e+14\n", + " 3.40710498e+14 4.74355030e+14]\n", + "Found 4503 total galaxies in catalog for cluster 25937\n", + "[ 9.25147277e+14 -2.69775671e+15 -1.34482615e+15 ... 7.80236091e+14\n", + " 6.74363482e+13 -2.99705283e+14]\n", + "Found 1258 total galaxies in catalog for cluster 24386\n", + "[ 1.95778387e+15 1.61987255e+15 5.60387397e+14 ... 3.54061937e+14\n", + " -1.59645279e+14 -1.04719978e+14]\n", + "Found 4662 total galaxies in catalog for cluster 44685\n", + "[ 1.28177060e+15 -3.59470002e+14 2.58305350e+15 ... -6.69270800e+14\n", + " 3.98270037e+14 4.57600305e+14]\n", + "Found 2258 total galaxies in catalog for cluster 48725\n", + "[ 7.23120955e+14 1.64556902e+15 2.61582601e+15 ... 1.36560454e+15\n", + " 1.08082426e+15 -6.42765631e+14]\n", + "Found 1761 total galaxies in catalog for cluster 27260\n", + "[ 6.21959487e+14 -1.30428875e+15 1.61828069e+15 ... -8.52518552e+14\n", + " -1.10207881e+15 -4.45055628e+14]\n", + "Found 1011 total galaxies in catalog for cluster 35316\n", + "[ 3.01106793e+14 4.25032009e+15 -1.27573569e+15 ... 2.84972609e+15\n", + " -7.78603282e+14 3.44976559e+14]\n", + "Found 872 total galaxies in catalog for cluster 59428\n", + "[ 1.02594081e+15 -9.90036417e+14 -2.32862261e+15 -3.22695346e+15\n", + " 1.19827245e+15 -3.16520558e+14 1.43518292e+15 -1.69115617e+15\n", + " -5.61455311e+15 -4.44474700e+14 8.10253496e+14 4.70868435e+14\n", + " -7.95107655e+15 -3.38539757e+15 -2.50960756e+14 6.91010131e+14\n", + " -2.15743200e+15 1.69773835e+15 -3.78139857e+14 1.41326490e+15\n", + " -1.78096924e+15 3.20911883e+15 -3.22654863e+15 3.32620298e+15\n", + " 4.07664052e+15 -1.20065782e+14 -3.05387814e+15 1.51852667e+15\n", + " -1.87719772e+15 -2.62331868e+15 -3.11513808e+14 -3.95097642e+14\n", + " -6.63047355e+15 7.62684077e+15 -2.58217751e+15 -3.88609343e+15\n", + " 5.36307857e+14 2.26076302e+15 1.21742627e+15 1.29530969e+15\n", + " 1.93310164e+15 2.35866327e+15 -2.57205490e+15 4.64205298e+14\n", + " -3.49805417e+14 9.76820625e+14 -3.38751944e+15 5.21536038e+14\n", + " -2.58549377e+15 -4.02563069e+15 -1.91991835e+15 -1.02182866e+15\n", + " -2.99521896e+15 -3.68780852e+14 6.00385620e+14 5.38749303e+15\n", + " -3.14683846e+15 -2.01946477e+15 1.03909940e+15 -5.80255368e+15\n", + " 5.46307155e+15 -2.07428061e+15 -2.48586686e+15 2.14231080e+14\n", + " 5.69889948e+14 2.61201309e+15 5.54339803e+14 5.24095313e+15\n", + " 5.83071100e+15 2.72662116e+15 2.71916843e+15 3.61730068e+15\n", + " -1.45097297e+15 8.79487762e+14 -3.49853858e+14 -5.70572721e+14\n", + " 1.45513114e+15 -4.12640553e+13 -2.87998183e+15 3.47426350e+14\n", + " -1.82278636e+15 -9.68281647e+13 -1.07037189e+15 1.22118059e+15\n", + " 1.23828522e+15 -3.91885146e+15 -1.21424569e+14 -3.14673034e+14\n", + " -2.10617145e+15 -3.00579848e+15 -6.64354954e+14 -4.17893112e+14\n", + " 1.04789652e+15 -3.46522413e+15 -2.01177478e+15 -1.46316937e+15\n", + " -6.16825711e+14 2.63034190e+15 2.36645862e+14 1.28422638e+15\n", + " -2.02455417e+14 1.15797202e+15 3.28766880e+15 -2.25879421e+15\n", + " -3.47940286e+14 1.11813951e+15 4.88355436e+14 1.77837559e+15\n", + " -2.55567953e+15 2.84872245e+15 3.64085568e+14 5.45090722e+14\n", + " -1.95354593e+13 7.86184869e+14 9.88693304e+14 -3.07101017e+15\n", + " -1.41358994e+15 -4.26997480e+15 -8.46322983e+14 6.11218084e+14\n", + " 2.69171427e+15 -4.50070669e+13 -4.29317913e+14 -4.26326441e+14\n", + " -9.54896326e+13 -1.79500989e+15 -4.25737920e+14 -1.33527259e+15\n", + " 8.80462800e+14 -2.73243469e+14 5.88439568e+14 -1.16303864e+15\n", + " -1.20575987e+15 -3.45990801e+15 -1.93193682e+15 1.07962810e+15\n", + " -1.51075858e+15 1.35560613e+15 4.27280524e+15 -5.81721581e+14\n", + " 8.09648853e+14 3.46054243e+15 3.24425194e+14 -1.07660836e+15\n", + " 2.06783400e+14 2.92755041e+14 2.17401835e+15 2.71311943e+13\n", + " -2.70111866e+15 -2.23559113e+15 5.28498268e+14 -1.55599171e+15\n", + " 1.80528153e+14 1.38058935e+15 3.92914017e+15 1.05515911e+15\n", + " -2.17061498e+15 2.02697331e+15 -5.72193609e+14 -3.92090589e+15\n", + " 8.26436627e+14 7.93779004e+14 1.92601734e+15 2.37174074e+15\n", + " 1.97919452e+14 -5.78039699e+14 1.41820372e+15 -3.34497170e+14\n", + " -3.15143330e+15 5.41855616e+13 -6.26847974e+13 -4.15377329e+14\n", + " 1.09530781e+15 -3.12711223e+15 -1.01580772e+15 1.78985795e+15\n", + " 3.25574395e+14 -1.68690130e+15 -3.44034821e+15 1.33485523e+15\n", + " 2.23788758e+15 6.77197164e+15 -9.66681591e+14 -1.72506076e+15\n", + " -1.94546344e+15 -9.59503761e+14 5.17374475e+14 -3.69491778e+15\n", + " -1.76951722e+14 1.97017640e+15 -3.10671195e+15 1.67110026e+15\n", + " -5.50800055e+15 6.52196584e+14 -1.31185952e+15 3.23812547e+14\n", + " -2.11282841e+14 -4.44809543e+14 -6.46676606e+14 -4.15184998e+14\n", + " 6.56737416e+14 6.38576094e+14 1.64428486e+15 -6.69329032e+14\n", + " -2.28307618e+14 -9.23638324e+13 -2.70804714e+14 1.34923359e+14\n", + " -1.87177880e+14 3.08813176e+14 -5.38355666e+15 -5.36310884e+13\n", + " 2.46607743e+15 6.65620229e+14 -4.33046645e+14 -2.16552385e+15\n", + " -3.13490730e+15 -2.98750688e+14 -1.01109004e+15 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2.65941711e+14\n", + " -8.72193377e+14 -1.37882830e+14 -4.27312282e+13 3.67964275e+14\n", + " 1.09676274e+15 1.89124456e+15 -3.67216460e+14 -5.54887961e+14\n", + " 3.59354500e+14 -2.62695000e+14 -8.21084637e+14 -2.22625081e+14\n", + " -3.02109262e+15 -2.03741621e+15 -1.95633307e+15 2.97059544e+15\n", + " -6.59411301e+14 -1.11587746e+15 -1.43465521e+15 -9.36041178e+14\n", + " -9.14391271e+14 -1.73071196e+15 -1.72377693e+15 6.70420697e+14\n", + " -3.71738605e+14 -2.11769622e+15 4.02715616e+14 -6.04168329e+12\n", + " 1.53763170e+14 -3.47163980e+14 -3.19389766e+14 1.71590789e+15\n", + " -1.32411241e+15 -8.25060656e+14 -2.12710307e+14 1.42754968e+15\n", + " -1.40002099e+15 2.20560961e+15 2.61430464e+15 -3.19787190e+14\n", + " 2.71471254e+14 6.68560626e+14 1.06510895e+15 7.25834057e+14\n", + " 3.19095787e+15 7.22192907e+13 9.01824838e+14 -2.36228169e+15\n", + " -1.59715962e+15 5.89140418e+14 -1.12374745e+15 3.99694292e+14\n", + " 1.17566919e+15 -5.88624206e+14 1.98150072e+15 -7.82103513e+14\n", + " 6.53052251e+14 -1.25600803e+15 -1.12884202e+15 -1.94838285e+15\n", + " 2.29746791e+14 -2.81040517e+15 -4.49014063e+14 -2.19836576e+15\n", + " 8.51482899e+14 8.30391547e+14 1.97442171e+15 1.73337602e+15\n", + " -1.28403635e+15 2.69432479e+15 2.74528742e+14 -1.12177177e+14\n", + " 1.37045827e+14 7.40683829e+14 -7.18929600e+14 2.12323896e+14\n", + " -1.33842857e+13 2.10183158e+15 -5.58518246e+14 3.56610966e+14\n", + " -1.03061530e+15 2.99684576e+15 -2.00695924e+15 -1.24774250e+15\n", + " -1.01488945e+15 -3.58559758e+14 -1.30163720e+15 1.48895067e+15\n", + " -8.67339865e+14 -2.02351308e+14 2.36885419e+15 -2.66760585e+15\n", + " 1.29671059e+15 -1.71924434e+15 -1.48382110e+15 1.97625256e+14\n", + " 8.57507378e+14 2.28760798e+14 1.05798912e+15 1.20270206e+15\n", + " 2.36984330e+15 -7.32802954e+14 1.47056239e+15 9.36210736e+14\n", + " -3.92018611e+14 -9.93717753e+14 6.26392880e+13 1.76104998e+15\n", + " 2.78388957e+15 -2.30871876e+14 -5.97647148e+14 4.23887219e+14\n", + " 3.04255070e+14 -3.24287241e+15 -2.00711865e+15 1.62194781e+14\n", + " -6.45885048e+14 -4.32035103e+13 9.55025752e+13 2.49843964e+15\n", + " 8.11611987e+14 5.41150669e+14 -8.45677629e+14 2.61403053e+15\n", + " 5.25611294e+14 7.16158896e+14 -5.06196120e+14 -3.30622053e+14\n", + " 2.35165148e+15 -5.04592946e+15 -1.48287115e+15 -9.92127168e+14\n", + " -4.04188358e+14 -2.90723390e+14 6.67898571e+14 -4.52586354e+15\n", + " -2.11286743e+15 -8.72499596e+14 -9.22581918e+14 8.92073200e+14\n", + " 4.55344731e+14 1.61299946e+15 1.93766061e+15 -1.68411047e+15\n", + " 1.54111444e+14 2.98042324e+15 2.31946924e+14 -4.30996588e+14\n", + " -6.66475233e+14 5.12780796e+14 -9.43306661e+14 -2.55001228e+15\n", + " -4.43469960e+14 5.76131119e+13 -6.28984136e+14 1.94471193e+14\n", + " -5.58552916e+14 -4.32723732e+15 1.67450366e+15 -4.68597971e+14\n", + " -1.35735709e+15 1.08040767e+15 6.17678685e+14 6.66165178e+14\n", + " -1.41196703e+15 5.24275806e+14 9.63056141e+14 4.23366849e+14\n", + " 8.31108235e+14 -1.16492450e+15 7.43656964e+14 -2.15825325e+15\n", + " -1.79596056e+14 2.85049048e+14 1.67386469e+15 1.44373478e+15\n", + " 8.66648765e+14 -2.13780292e+15 1.07821388e+15 3.24648459e+14\n", + " -9.66404408e+13 -1.39637275e+15 5.33357111e+14 6.14316904e+14\n", + " 1.05076688e+15 -6.88527427e+13 2.13791952e+15 4.66283028e+14\n", + " 1.23802919e+14 2.22825343e+14 2.95551722e+14 9.65441343e+13\n", + " 7.98662589e+13 1.38308503e+14 -3.93746846e+15 -6.32243598e+14\n", + " 7.23403249e+14 -4.83267483e+15 -5.46362456e+13 7.50265159e+14\n", + " -2.68418433e+15 -1.44692092e+15 -5.49160856e+14 3.89361738e+15\n", + " 1.94141895e+15 -1.79840864e+15 -9.20466606e+14 -9.15938548e+13\n", + " -8.21671859e+14 1.19283983e+15 1.59686383e+15 -2.73511340e+14\n", + " 2.26825393e+14 1.72302780e+15 4.33136495e+14 2.53048573e+15\n", + " 4.19936875e+14 7.58242048e+14 -2.15271227e+15 3.15610838e+14\n", + " 1.94366608e+15 -1.99756834e+15 4.88956886e+14 1.55723071e+15\n", + " 2.18061301e+14 -2.19906433e+14 1.02497483e+15 -6.70224864e+14\n", + " 1.57473109e+15 -3.42120835e+15 -1.91050176e+14 -1.11718919e+15\n", + " 6.38297920e+14 1.41820714e+15 -9.92807497e+14 -2.67431455e+14\n", + " 1.40130770e+14 -2.51079980e+14 2.60456835e+14 2.37952766e+15\n", + " 1.57550736e+14 1.51760486e+15 -1.88982705e+15 -1.69227456e+15\n", + " 9.73349134e+14 1.13056226e+15 1.54142960e+15 5.08681861e+13\n", + " 3.58773605e+14 -2.66416695e+14 -7.71172474e+14 8.53408540e+13\n", + " 1.99387556e+13 -1.38719665e+15 -1.78812363e+15 -9.19950600e+14\n", + " -1.97579399e+15 -1.28236279e+15 -2.34410507e+15 1.39541235e+14\n", + " 9.43678091e+14 -1.48735532e+15 2.80831657e+14 2.94795373e+14\n", + " 2.36101632e+15 5.90419468e+14 -1.08744728e+15 1.57402501e+15\n", + " -7.98444568e+14 -2.07854548e+15 1.85767205e+15 -1.29785296e+15\n", + " 6.72320302e+14 4.93025120e+14 -1.31957833e+14 6.83719587e+13\n", + " 6.55584933e+14 -1.31557346e+15 2.05096853e+15 -7.69449034e+14\n", + " -9.21719436e+13 2.34791169e+15 -6.84776987e+14 -7.16526200e+14\n", + " -4.61452401e+15 -4.11454882e+14 -1.71848490e+14 7.68726435e+12\n", + " 1.42645995e+15 3.28751976e+15 6.55386724e+13 1.05673020e+15\n", + " 2.19294707e+14 -3.87350079e+14 1.60379530e+15 -1.76629784e+15\n", + " -1.92652768e+15 2.43269253e+15 -1.27779223e+15 3.55393053e+14\n", + " 2.39760571e+14 1.75904130e+15 1.10781455e+15 5.45269696e+14\n", + " -1.42750361e+14 -1.62788983e+15 2.70735453e+15 2.08886549e+14\n", + " -8.93136353e+14 -9.49527018e+14 5.04846088e+14 3.20616870e+15\n", + " 5.42526843e+14 1.41519012e+15 1.07910821e+15 -2.75352949e+14\n", + " -3.50593381e+14 -1.38209058e+15 -1.44319732e+14 -6.89398405e+14\n", + " -1.72698249e+15 1.24627497e+15 -7.97230956e+14 1.56221463e+15\n", + " 1.51248814e+15 -1.14284883e+15 1.06317147e+14 2.20862236e+14\n", + " 6.44362305e+14 -7.57435427e+14 -7.50342783e+13 9.59955781e+14\n", + " -2.56795398e+14 3.65225561e+14 3.77465260e+14 -1.18338753e+14\n", + " 8.73549429e+13 7.54803439e+14 -6.49078693e+14 1.34210521e+15\n", + " -1.58135796e+15 -7.02016646e+14 1.77134322e+15 -6.01228625e+14\n", + " -1.17643627e+15 4.21597291e+14 9.70247201e+14 1.14878363e+14\n", + " -3.34231536e+14 -1.87498338e+15 -9.01404685e+14 -1.00599572e+15\n", + " 1.42261394e+15 -4.38336807e+14 1.05512035e+15 -5.76248591e+14\n", + " 9.46903246e+14 4.17393018e+14 1.91986157e+15 -8.68366516e+14\n", + " 1.67762227e+15 -3.73957583e+14 -1.43473168e+15 -1.41106748e+14\n", + " -1.14513074e+15 6.26599594e+14 -2.98120199e+14 -1.67624643e+15\n", + " 1.01845088e+15 -5.81842298e+14 -1.48993333e+15 -6.82721520e+14\n", + " 6.07029665e+14 -1.52842758e+15 1.41165124e+14 2.04529385e+15\n", + " -1.40538123e+14 1.03539913e+15 -3.74401715e+14 -5.42733185e+14\n", + " -3.27781390e+14 1.75723185e+15 1.74615749e+15 -2.29011725e+15\n", + " 8.58727960e+14 -2.23984309e+14 -2.69014972e+14 -1.28339793e+15\n", + " -1.06870693e+15 2.86196716e+15 -1.05382591e+15 -5.44931380e+14\n", + " 1.17955891e+14 -5.70951160e+14 -1.24516330e+14 2.83390148e+15\n", + " 3.61494055e+14 2.35476554e+15 2.39991551e+14 -1.61399729e+15\n", + " -1.60538825e+15 -1.70004183e+15 2.39946915e+14 8.09538269e+14\n", + " 1.03964457e+15 -3.29990992e+15 3.10003150e+14 2.99124149e+14\n", + " 5.05157979e+14 7.16051201e+14 -1.43232796e+15 1.77766590e+14\n", + " 4.49402995e+14 -1.31992087e+15 6.90258299e+14 -9.18236673e+14\n", + " 9.13141415e+14 -2.57850106e+15 9.34334950e+14 1.17864321e+15\n", + " -4.46895439e+14 -1.54447720e+15 8.89809718e+14 1.51471714e+15\n", + " 3.51475668e+15 -1.41107172e+15 -6.30527486e+14 8.95046520e+14\n", + " 9.42270772e+14 -7.21492037e+14 -4.77333736e+13 -7.91809665e+14\n", + " 9.88405164e+14 -1.05934768e+15 1.21472151e+15 -1.08687085e+15\n", + " -2.72646689e+14 -2.35862486e+14 -1.72868178e+15 7.07012269e+14\n", + " -2.42835051e+15 1.51686204e+15 6.25738194e+14 -1.00891405e+15\n", + " 3.68937341e+14 1.87332952e+15 -3.25486178e+14 -1.37314019e+15\n", + " 7.18986460e+14 -7.50068306e+14 1.49359553e+15 -8.49179573e+13\n", + " 4.34300510e+14 2.86319038e+14 1.65703627e+15 -7.65065608e+13\n", + " 3.54773484e+14 -2.84543254e+14 -3.37479719e+14 1.59183814e+15\n", + " 7.88309546e+14 6.31320819e+14 1.55939364e+15 3.22197998e+14\n", + " 3.55112970e+14 1.67944734e+15 -2.53639776e+15 2.18124280e+15\n", + " 1.08168602e+15 4.30768842e+13 -6.45790543e+14 9.92072985e+14\n", + " -1.02511384e+15 8.73128590e+14 3.33882128e+14 -7.67578208e+14\n", + " 5.47375748e+14 1.02364106e+15 2.63161365e+15 -5.61190657e+14\n", + " -2.28064341e+14 6.49124984e+14 -4.42284923e+14 3.91309087e+14\n", + " 6.98036494e+14 -9.69678248e+14 5.43592391e+14 9.10066701e+14\n", + " 7.11327738e+13 6.21908320e+14 2.38459877e+14 1.10187237e+15\n", + " 1.40740779e+13 -2.52787503e+14 -3.83874707e+14 1.67141447e+15\n", + " 4.26088302e+14 3.49667683e+14 4.24039068e+14 -7.95320732e+14\n", + " 1.11058858e+15 -5.36165761e+14 1.24731626e+14 -2.98583580e+14\n", + " -3.82168139e+13 6.97414217e+13 -1.60241225e+15 1.23389223e+15\n", + " -2.41402310e+14 1.02964636e+15 -2.91011089e+14 6.97969852e+14\n", + " 3.86516235e+14 -6.93766332e+14 -1.01558820e+15 -9.34917187e+13\n", + " 9.72039332e+14 4.72622020e+14 7.12196792e+14 -6.60686137e+14\n", + " 8.38401704e+13 -1.41898555e+15 -4.43609258e+14 6.87841148e+14\n", + " 2.20115921e+15 5.89358653e+14 -4.94061482e+14 -5.33583811e+15\n", + " -2.18946875e+15 3.28151599e+15 2.14098444e+15 5.50510595e+14\n", + " -3.19870866e+14 4.08631832e+14 8.53198822e+14 1.47266771e+15\n", + " -7.09367538e+14 8.11101174e+14 -7.15912390e+14 -7.70447465e+14]\n", + "Found 1944 total galaxies in catalog for cluster 25976\n", + "[ 1.46330369e+15 5.31906593e+14 -2.36226372e+15 ... 2.30798721e+14\n", + " 8.09153116e+14 -8.45750270e+14]\n", + "Found 2708 total galaxies in catalog for cluster 31596\n", + "[-1.75198766e+15 6.58028574e+14 -1.82279525e+15 ... 1.41756701e+15\n", + " -7.21696010e+14 -2.28817482e+14]\n", + "Found 5886 total galaxies in catalog for cluster 26346\n", + "[ 2.52101828e+14 1.00649324e+15 6.95556809e+14 ... -5.87070202e+14\n", + " 8.98217200e+13 -6.40236000e+14]\n", + "Found 2469 total galaxies in catalog for cluster 36608\n", + "[ 4.12733679e+14 1.82342631e+15 3.24769572e+15 ... -3.95295027e+14\n", + " -5.78446398e+14 -4.57069921e+14]\n", + "Found 3301 total galaxies in catalog for cluster 26938\n", + "[-1.23476143e+14 1.85387579e+15 1.53596313e+15 ... -8.03528296e+14\n", + " 5.09828712e+13 2.89223175e+14]\n", + "Found 1179 total galaxies in catalog for cluster 74483\n", + "[-4.18983372e+14 1.75639781e+15 -3.08770818e+15 ... -1.61973657e+15\n", + " 3.35109685e+14 1.89923858e+14]\n", + "Found 2586 total galaxies in catalog for cluster 62882\n", + "[ 2.15561461e+15 -2.49249593e+15 -2.56813815e+15 ... 1.40122868e+15\n", + " -7.01672491e+14 6.49148325e+13]\n", + "Found 366 total galaxies in catalog for cluster 25770\n", + "[-4.12401251e+15 -3.43488632e+14 5.39775185e+15 6.50407308e+14\n", + " 1.54851767e+15 1.08419896e+15 -1.81104642e+15 1.09150899e+15\n", + " -3.56440261e+15 -5.69175646e+14 -4.60884603e+15 6.05653945e+15\n", + " 2.02554834e+15 1.91959995e+15 -5.84696589e+15 -3.76241075e+15\n", + " 3.84857362e+14 -3.55095744e+15 9.85849554e+15 -1.15886313e+15\n", + " -1.63494271e+14 -1.12950879e+14 -1.16947577e+15 -2.90704002e+15\n", + " 5.31177081e+14 -1.01575298e+15 -2.98390646e+15 1.57692151e+15\n", + " -3.72678052e+15 -7.79493342e+15 2.65786924e+15 -8.41381928e+14\n", + " -1.09156586e+15 -9.12450510e+13 -5.90105945e+14 1.45753960e+15\n", + " 1.69068549e+15 -3.93897615e+14 2.11956689e+15 -3.12946133e+14\n", + " -4.81697169e+15 2.32077118e+15 1.98050395e+15 1.06672681e+15\n", + " 2.41711124e+14 -1.61193203e+15 1.62265321e+15 -5.71873441e+14\n", + " -5.06376397e+14 -2.51305388e+15 6.37477641e+15 1.85162710e+15\n", + " -1.25378740e+15 -1.38533676e+15 2.44238421e+15 1.64483652e+15\n", + " -1.24117900e+15 1.20348463e+15 8.11198538e+14 -3.78191519e+15\n", + " 6.44007028e+14 -4.80913717e+14 3.57376916e+15 3.98750727e+15\n", + " -5.83971359e+15 -1.24549794e+14 2.22047853e+15 1.66957919e+15\n", + " -1.13780738e+15 -1.46873231e+15 1.49081610e+15 2.29880354e+15\n", + " -1.51310235e+14 6.30642826e+14 2.23838284e+15 -4.36835848e+14\n", + " 2.62789273e+15 2.67618809e+15 -6.77023792e+14 -1.70352173e+15\n", + " 2.57759112e+15 -6.40233693e+14 2.01801437e+15 2.36809551e+15\n", + " -1.26109315e+15 1.82451385e+14 -1.02788113e+15 -3.21442631e+15\n", + " -1.33513624e+15 -2.92870317e+15 -3.20380035e+15 -1.06537668e+15\n", + " 2.39177865e+15 5.67988472e+15 -2.60148819e+14 3.10207006e+15\n", + " 8.39058038e+14 1.16676683e+15 -2.54273063e+12 1.03339177e+15\n", + " 8.83626470e+14 -1.13840426e+15 6.27069531e+14 -2.98040818e+15\n", + " 9.18811626e+14 -2.67494431e+15 -1.18491613e+15 -2.18025132e+15\n", + " 8.92374098e+13 8.21793883e+14 -4.85730810e+14 2.82541375e+15\n", + " 3.74019913e+15 6.88096572e+14 1.06809696e+15 -1.13321428e+15\n", + " 7.52128373e+14 -1.55883885e+15 -5.18384374e+13 3.74992979e+15\n", + " 5.28935939e+15 1.73645279e+15 8.55024507e+14 -8.99282671e+13\n", + " 1.05219805e+14 -1.41447312e+15 -2.06176207e+15 3.48423826e+14\n", + " 1.71962586e+15 7.91103221e+14 1.08138704e+15 3.30597284e+15\n", + " 1.39825662e+15 -2.82674144e+15 2.80107624e+15 -1.42354235e+14\n", + " -2.68571029e+15 2.06321072e+15 1.34598194e+15 -2.29221931e+14\n", + " -1.01436171e+15 1.28551565e+15 8.70266026e+14 -9.67802641e+14\n", + " -4.65287375e+15 -3.08902668e+14 1.67050061e+14 3.89537303e+15\n", + " -1.74041794e+14 4.14520566e+15 6.76477226e+14 2.26447671e+14\n", + " 2.20279420e+14 3.19627290e+14 4.75401756e+14 -4.31176937e+14\n", + " -4.86152741e+14 -5.25699135e+14 -1.78168513e+15 5.80042250e+14\n", + " -2.32093911e+15 6.97779371e+14 1.38338237e+15 6.02357370e+13\n", + " 1.22978104e+15 -1.39444899e+15 9.78510686e+14 -2.54840229e+15\n", + " 1.25535218e+15 -2.15335405e+15 -3.59073850e+15 1.24063368e+15\n", + " -1.00497067e+15 -3.52606388e+14 2.13214766e+15 -8.37104120e+14\n", + " 9.71628242e+14 3.76468827e+14 3.52083070e+14 -6.63194835e+14\n", + " 2.68011927e+15 -2.89341258e+15 2.28775454e+15 -4.07333786e+14\n", + " 3.51770172e+15 1.51477757e+15 1.07987845e+15 1.34384485e+15\n", + " -4.82559231e+14 2.65444107e+14 -7.47153396e+14 -5.18829682e+14\n", + " 9.96045803e+14 3.76430719e+14 -4.33931568e+14 1.68533645e+14\n", + " 1.49287409e+14 3.51672755e+14 1.07000289e+15 -8.72758446e+14\n", + " -1.39475110e+15 -2.39265628e+15 -3.27618859e+14 -2.65802872e+15\n", + " -2.90488686e+15 -8.31780434e+14 -2.24743069e+15 4.00708108e+14\n", + " 1.40166188e+15 4.82746983e+14 7.21026631e+14 -2.39287245e+14\n", + " -8.47854941e+14 2.87223370e+15 1.23148418e+15 2.45480311e+14\n", + " -1.36126533e+15 2.85563848e+15 9.17329230e+14 4.17824021e+14\n", + " 7.11275796e+14 3.71149385e+14 -7.37911664e+14 9.56762445e+14\n", + " 2.84300806e+15 -2.34559438e+15 -1.73461704e+15 -1.14942339e+15\n", + " 3.10465484e+14 -9.21764859e+14 4.83866530e+15 -2.58546086e+13\n", + " -8.17837439e+14 -2.55339706e+13 3.89231925e+14 -2.66515273e+15\n", + " -1.31668507e+14 5.69726653e+14 -4.27246031e+14 4.85190851e+14\n", + " -1.87850022e+15 -7.04762243e+14 1.06108064e+15 5.91703115e+14\n", + " 3.86326988e+14 1.02502819e+15 2.25965695e+15 6.24028281e+14\n", + " -9.33809057e+14 1.72453124e+15 8.06385615e+14 1.71877949e+15\n", + " 5.13012987e+14 1.76238435e+15 -3.95061312e+14 1.18402170e+15\n", + " 1.06002847e+14 1.70148994e+15 -8.83115348e+14 6.99047950e+14\n", + " 3.56436044e+15 -3.28085585e+14 -7.84272371e+14 -6.38521662e+14\n", + " -2.65178665e+15 1.57110224e+15 1.08449786e+15 1.48768859e+15\n", + " 2.11809459e+15 1.35032381e+15 1.47347649e+13 5.84450165e+14\n", + " -6.44754112e+13 -4.84322790e+14 1.00009986e+15 5.83417096e+14\n", + " -1.17129697e+15 -1.62423565e+14 -3.11812667e+14 1.38005607e+15\n", + " 2.59789659e+15 -1.09739397e+15 2.76748128e+15 -4.08959054e+14\n", + " 1.20713266e+15 -7.52821257e+14 9.87392417e+13 -2.71370083e+15\n", + " -5.66743114e+14 1.21113786e+15 1.97453207e+15 7.71064807e+14\n", + " 5.82444665e+14 9.41781755e+14 -2.19368531e+15 8.95781774e+14\n", + " -1.09905906e+15 2.04091416e+15 7.16301970e+14 -1.47091110e+15\n", + " -1.65293765e+15 -1.16605573e+15 4.22758439e+14 -1.80797343e+15\n", + " -1.05064181e+14 8.78033125e+14 2.49347367e+14 -1.71774262e+15\n", + " -1.00200553e+15 -3.73051153e+14 -1.52429211e+15 1.39976875e+15\n", + " -2.50932486e+15 -5.85839893e+14 -1.20130718e+15 1.98330058e+15\n", + " -1.05821581e+15 1.75592959e+15 -2.61546507e+14 9.31539547e+13\n", + " 4.70066400e+14 -1.16695031e+15 1.47997620e+15 4.05141263e+14\n", + " 1.14571810e+15 2.41567587e+15 -5.52187459e+14 -3.09220512e+14\n", + " -7.74168349e+14 7.71430835e+14 -4.16630159e+14 -1.06013189e+14\n", + " -1.46475061e+14 -1.08329005e+15 -6.32730071e+14 4.35448599e+14\n", + " 1.52213283e+13 2.84725036e+15 9.36176862e+14 7.69705259e+14\n", + " 7.26421234e+14 -1.18956152e+15 1.03773902e+15 -2.97838925e+14\n", + " -4.79266784e+14 9.91822235e+13 7.20606343e+14 5.23368405e+13\n", + " -3.81840693e+14 -7.41381030e+14 1.43838563e+14 7.96209711e+14\n", + " -9.40735946e+14 1.73002336e+15 -2.93790538e+15 -6.25232385e+14\n", + " -8.93267751e+14 3.33477445e+15 4.09154448e+14 -3.22485031e+13\n", + " 9.08668427e+14 1.15507700e+15 1.04100843e+15 -9.34282154e+14\n", + " 9.77432725e+14 -4.27354863e+13]\n", + "Found 280 total galaxies in catalog for cluster 59302\n", + "[-5.06316085e+14 2.39305853e+15 4.33443331e+15 -1.48019945e+15\n", + " -1.71198728e+15 2.38496279e+15 2.95698477e+15 -2.30261556e+15\n", + " -1.34971732e+15 -1.93107071e+14 -3.69728369e+15 -2.62765376e+15\n", + " 1.18016107e+15 -1.11293122e+15 -5.22820355e+14 -8.30466549e+14\n", + " -1.63338166e+14 -1.09738583e+15 4.49161147e+14 1.38174479e+15\n", + " -2.39438014e+15 -3.93717288e+15 -1.44383429e+14 3.05130609e+15\n", + " 1.65364775e+15 9.47799740e+13 1.49906118e+15 1.94315548e+15\n", + " 1.51147494e+15 -1.93775591e+15 3.79297824e+15 2.51347997e+15\n", + " 2.77769483e+15 -1.97061598e+15 -2.88132266e+15 1.83866093e+15\n", + " 4.80682362e+15 1.12275959e+15 3.36704398e+15 7.17607956e+14\n", + " 1.08630363e+15 2.17630631e+15 -5.45173035e+14 -3.91519538e+14\n", + " -9.69228629e+12 1.86221482e+15 1.85641995e+14 -1.09536529e+15\n", + " 5.37922214e+15 -3.63590705e+15 2.45186920e+15 -6.09956520e+14\n", + " 3.36225609e+15 -2.73091204e+14 -1.66569278e+15 -1.89041899e+14\n", + " 1.40530676e+15 -7.48097672e+14 3.07446537e+15 8.88902047e+14\n", + " 1.65246634e+15 -3.44712005e+15 -1.77608932e+15 -2.92466968e+15\n", + " -2.10801809e+14 8.41308147e+14 1.88103252e+15 1.89872571e+15\n", + " -3.27392969e+14 4.21323883e+15 -1.99881682e+15 -4.66796809e+13\n", + " 1.39015140e+14 -1.57388982e+15 1.60438058e+15 -1.82765420e+15\n", + " -1.08828708e+15 -1.61807686e+15 6.04952097e+15 -1.99494037e+15\n", + " -3.78723262e+15 -1.32538389e+14 -1.12005864e+15 2.82469511e+15\n", + " 6.36792362e+14 -3.63754713e+15 2.40039097e+15 3.08598219e+15\n", + " 1.35800270e+15 8.20347644e+14 3.37516241e+15 4.23574478e+15\n", + " -2.97313110e+14 3.75267730e+15 -5.16188880e+14 -1.66612188e+15\n", + " 5.08591582e+14 -2.76042096e+13 3.16905742e+15 1.49027246e+15\n", + " -4.79995726e+14 -1.20324496e+15 7.06150037e+14 1.68707828e+15\n", + " -2.63712205e+15 2.70645371e+14 -3.09683271e+15 -3.67681875e+14\n", + " -3.53629963e+15 1.20433772e+15 1.17466966e+15 -6.28084774e+14\n", + " 3.66311551e+14 1.25171355e+15 -4.03432865e+14 -1.94389026e+14\n", + " 1.47082573e+15 -4.05239890e+14 -2.28939148e+15 -1.71152360e+15\n", + " 1.86335099e+15 2.18410766e+15 -1.00074162e+15 2.98923792e+15\n", + " 2.78188187e+14 9.79114510e+14 -9.54241882e+14 1.75387104e+14\n", + " -6.01605413e+13 3.16873634e+15 -2.34819422e+14 -1.67339187e+15\n", + " 4.29307182e+15 -1.98471337e+15 -1.90132248e+15 -1.16761411e+15\n", + " 1.33068097e+15 -1.27599730e+15 1.11744026e+15 1.65685277e+15\n", + " 9.99619156e+14 7.07799161e+14 -1.98455134e+15 3.25450825e+15\n", + " -3.07587027e+15 1.57733197e+15 7.77586318e+13 1.36132294e+15\n", + " 1.79442096e+15 -1.04143608e+14 -2.68101278e+15 1.32222783e+13\n", + " 1.37058091e+15 -4.26394015e+14 4.71126521e+14 1.65494126e+14\n", + " 1.99875424e+15 -3.88602545e+15 -1.22228766e+15 2.22770116e+15\n", + " 4.37658731e+15 1.57571100e+14 3.69856330e+15 -3.90503190e+13\n", + " -1.15433463e+15 -2.57035096e+15 1.30664225e+15 -8.45000141e+14\n", + " -2.06967449e+14 -3.04750063e+15 -1.37573271e+15 -4.72104178e+14\n", + " -1.40898706e+15 -3.07456879e+15 -8.12506900e+14 -2.68081062e+14\n", + " 1.18337636e+15 2.07838282e+15 -1.30674092e+15 -6.19575107e+14\n", + " 2.68410931e+15 1.01893809e+15 -6.80012996e+14 3.29845332e+14\n", + " -2.43152569e+15 7.64818120e+14 -3.34224685e+14 -4.02942961e+14\n", + " 3.76274463e+15 -3.21019126e+14 -3.48346519e+14 6.96282685e+14\n", + " -2.87396624e+14 -6.38416646e+13 -4.22431473e+14 -1.94180115e+15\n", + " 1.40123701e+15 6.94797465e+14 -2.70667744e+15 -3.16628843e+14\n", + " 1.31183805e+15 -1.23704258e+15 1.29924094e+15 9.08881006e+13\n", + " 9.74925353e+14 -6.88384913e+14 -1.24868441e+15 1.04760323e+14\n", + " 5.69764937e+14 -1.43272201e+15 -2.74653593e+14 8.58718953e+12\n", + " -7.10413253e+14 -1.20008925e+15 1.12717689e+15 -1.94229065e+14\n", + " 1.83418841e+15 1.29899938e+15 2.70031170e+14 -2.50725593e+15\n", + " 2.84266256e+14 6.63894643e+14 -3.21298870e+15 3.04108495e+15\n", + " -1.10754174e+14 8.69515988e+14 -7.10393259e+14 -1.09620080e+15\n", + " -2.82450916e+14 6.15642819e+14 -1.62399385e+15 5.05246429e+14\n", + " 1.59463216e+14 -9.35228132e+14 1.11416289e+15 -1.69519834e+15\n", + " 1.67967985e+15 -2.66949929e+15 -3.64374139e+14 9.43179462e+14\n", + " -2.81902066e+14 -6.15491986e+14 5.88597052e+14 -4.15133098e+14\n", + " 2.00187775e+14 6.32051062e+14 3.15565407e+14 7.24884598e+14\n", + " 8.95542754e+14 1.99589634e+15 1.30466087e+15 -1.39517700e+15\n", + " -1.54951735e+14 -6.85626961e+14 4.57035278e+14 -7.16036843e+14\n", + " -7.13861888e+14 -9.98283997e+14 4.81687368e+14 1.97747084e+15\n", + " 3.22604138e+14 5.80952976e+14 1.30253715e+15 -1.56755376e+15\n", + " -1.91342407e+15 4.46114374e+14 6.48874636e+14 -1.08975086e+14\n", + " -8.10621367e+14 -3.58127664e+14 -1.10568593e+15 -9.73308692e+13\n", + " 1.86336403e+15 8.52329522e+13 -2.06021534e+15 2.10108218e+15\n", + " 7.87902375e+14 2.33371611e+15 1.00209483e+15 -4.81605135e+14]\n", + "Found 776 total galaxies in catalog for cluster 53335\n", + "[-4.52585143e+14 -9.23697746e+14 -2.60548238e+15 1.47483300e+15\n", + " -1.45765463e+15 -5.15539765e+15 5.80396091e+14 2.86861338e+14\n", + " -4.85834990e+13 -4.16938633e+15 2.94086866e+15 4.42425469e+15\n", + " 1.66282236e+15 2.73774114e+15 -4.58793963e+15 4.63625405e+15\n", + " -2.01934387e+14 -9.76300311e+14 -1.09112456e+15 -3.06841741e+14\n", + " -6.48466340e+14 -1.77259593e+15 4.59318442e+14 2.23854964e+15\n", + " 5.00865018e+14 -3.83228046e+13 3.57684859e+15 2.15211342e+14\n", + " -4.35532345e+15 1.32943361e+15 -9.47377513e+14 -3.54360077e+15\n", + " 2.75066876e+15 1.04548172e+15 1.23765979e+14 2.81973183e+15\n", + " 6.48870577e+15 -3.11632846e+15 2.11532355e+15 1.42640451e+15\n", + " -7.15594496e+14 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-8.84469415e+14 3.15795632e+14\n", + " -6.82880724e+14 -4.64146239e+14 9.90188240e+14 -1.59166043e+15\n", + " -2.35160672e+15 1.20235590e+15 -9.82082374e+14 1.92107905e+15\n", + " 9.71975589e+14 -1.00306942e+15 -1.36036380e+15 -6.72253873e+14\n", + " -1.86256083e+15 -9.85500008e+14 -8.31083074e+14 -6.66219158e+14\n", + " 1.21811146e+14 3.63483346e+14 -1.14814293e+15 7.33635826e+14\n", + " -8.37514560e+14 -5.17176231e+14 -5.41086190e+14 -9.34616048e+14\n", + " 4.88970407e+14 6.81322164e+14 1.50405373e+15 -1.35709124e+15\n", + " 2.25099666e+15 8.08629760e+13 1.42010628e+15 8.72568487e+14\n", + " -6.34217118e+14 2.20218564e+15 6.29473941e+14 -1.51145563e+13\n", + " 5.80070978e+13 -2.77240706e+15 2.63214047e+14 1.40086597e+15\n", + " 1.45563147e+15 2.10014659e+15 1.66481442e+15 9.25397842e+14\n", + " -9.16324433e+14 -1.31485183e+15 -1.49743640e+15 4.20466094e+13\n", + " -1.59983016e+15 -1.38139884e+15 1.31890994e+15 -5.46758860e+14\n", + " 7.66463614e+14 -1.72038073e+15 -5.35009272e+14 5.78433594e+14\n", + " -3.80956572e+14 1.96832141e+14 1.02836109e+15 -5.88603714e+13\n", + " -3.90769725e+14 -4.60773691e+14 -1.87085253e+15 -3.60278175e+12\n", + " -7.46645689e+14 -2.36614524e+15 -7.63720313e+14 -6.16400027e+14\n", + " -2.80281071e+14 1.23695222e+15 -1.73479197e+15 -1.23512962e+14\n", + " -4.66219490e+14 -2.12502317e+14 -3.18576966e+13 2.51640318e+14\n", + " -3.73313347e+14 6.64843587e+14 1.16041145e+14 -1.36717894e+14\n", + " 7.39832514e+14 -1.91187414e+15 1.19103594e+15 -5.83711525e+14\n", + " 5.46322948e+14 -2.14791129e+15 3.68831454e+14 1.10765502e+15\n", + " 7.93107020e+14 1.42192140e+15 -6.66088114e+14 -1.05602473e+15\n", + " 1.31617102e+15 -1.89501575e+14 -2.30563729e+15 7.32256958e+14\n", + " 9.43548800e+14 -1.17137129e+15 -5.25449821e+14 -5.87917168e+14\n", + " 3.85444339e+14 -2.22857391e+13 -2.66038512e+15 3.55494808e+14\n", + " -5.35375698e+14 5.10116710e+14 -2.86586789e+14 4.24536598e+14\n", + " -8.07641522e+14 8.10010401e+13 1.58001524e+14 3.43811130e+12\n", + " -6.47120682e+14 1.15829032e+15 1.65114973e+15 5.25022303e+14\n", + " 3.25301438e+13 -1.62274196e+15 4.10759580e+14 -2.86973189e+15\n", + " 6.92278464e+14 1.58680193e+14 1.06355165e+15 -6.21550733e+14\n", + " -1.13946598e+15 1.43751017e+15 -3.10990076e+14 1.68428988e+14\n", + " -9.76845242e+14 -2.08045898e+15 -1.66865805e+13 -6.47218061e+14\n", + " -3.06951252e+13 -1.75915432e+15 -1.10904676e+15 -9.40369141e+14\n", + " 3.45244681e+14 6.78234955e+14 6.91466155e+14 -1.36533695e+14\n", + " 1.60955398e+15 1.90594306e+15 1.27160779e+15 8.41844800e+14\n", + " 8.63960049e+14 1.28196476e+14 -4.88582951e+14 1.68729421e+15\n", + " 6.24328160e+14 1.31374668e+15 -9.06783898e+14 1.77081864e+14\n", + " 1.11863684e+15 -7.52372595e+13 -1.09219210e+15 5.83603686e+14\n", + " -5.55444928e+14 5.50474708e+14 3.36252222e+14 -4.69285729e+14\n", + " -1.76747615e+14 3.93514528e+14 7.87903592e+14 -4.04035642e+14]\n", + "Found 342 total galaxies in catalog for cluster 23919\n", + "[ 4.09123800e+14 -1.56409940e+14 1.40845956e+15 -8.05862423e+15\n", + " 8.28310303e+14 -3.82639733e+14 -1.83314798e+14 -6.11844615e+13\n", + " 8.13053238e+14 -3.76618784e+14 1.32676288e+15 -3.46017285e+13\n", + " -3.04410602e+15 2.40529706e+15 -1.97310243e+15 -1.84438701e+14\n", + " 2.48539030e+15 3.90950155e+15 7.18863008e+15 -5.22236644e+14\n", + " 1.08879913e+15 2.49692786e+15 -1.94326046e+15 5.34822451e+15\n", + " -1.54697898e+15 -3.57896055e+15 2.16745889e+15 -8.78794599e+14\n", + " -1.88922803e+14 4.30353863e+15 -4.16236180e+14 2.09796877e+15\n", + " -1.61626426e+15 5.66978234e+15 -1.44911485e+15 -2.14947323e+15\n", + " 1.07953252e+15 -5.31468910e+15 5.35674425e+15 3.14120137e+15\n", + " -2.88890967e+14 -2.72717939e+15 2.33435011e+15 -1.28594220e+15\n", + " -4.32965272e+15 4.68447150e+14 -2.08070643e+15 2.76456992e+15\n", + " 3.82548633e+15 3.12002715e+15 4.40040787e+14 1.65623382e+14\n", + " 4.65893551e+15 3.67963904e+15 1.62365139e+15 1.89486189e+15\n", + " 2.13798892e+15 -7.51084959e+14 -2.18309148e+15 1.26510108e+14\n", + " 2.04612874e+15 -1.04526810e+15 -8.21194082e+14 -5.96198530e+14\n", + " 6.71182861e+13 -1.25920726e+15 -2.19353002e+15 2.45795342e+15\n", + " 4.17074296e+14 -3.53506837e+15 1.78989180e+15 2.65509957e+15\n", + " 2.17348269e+15 -1.96980641e+15 1.76967471e+15 7.92928421e+14\n", + " -2.27612424e+15 -2.17379507e+15 -9.00202570e+14 -1.70205042e+15\n", + " -1.11203634e+15 -1.06321015e+15 4.97920375e+15 1.09655457e+15\n", + " -2.20008821e+15 -6.38559823e+14 -1.59262183e+15 -1.04757658e+15\n", + " 3.43382199e+14 5.62287895e+15 -1.65419465e+15 3.09517790e+15\n", + " 7.63196224e+14 2.96824918e+15 4.89961158e+15 2.61117834e+15\n", + " 3.33556158e+14 4.55547075e+15 7.77901291e+15 -4.17837310e+14\n", + " -3.10034173e+14 1.28128177e+15 2.75864736e+15 -2.44929198e+15\n", + " 2.68265608e+15 1.65255223e+15 -2.45906628e+15 1.97963834e+15\n", + " 6.11693099e+15 6.51428268e+14 -6.57619923e+15 -5.59422420e+14\n", + " 6.60393830e+14 -3.23012366e+15 -3.46095774e+15 -2.37692253e+15\n", + " 4.19597341e+14 3.52143884e+15 2.60325939e+14 -2.23402269e+14\n", + " 3.13768301e+15 1.79607528e+14 -1.11377534e+15 6.14521940e+14\n", + " -5.27231380e+14 7.46100778e+14 -3.48692078e+15 -7.98754870e+14\n", + " 1.24911155e+15 -2.70312265e+15 1.67863121e+15 -1.05972790e+15\n", + " 6.07586852e+14 1.75265060e+14 -1.24607388e+15 2.00005280e+15\n", + " 1.71110926e+14 -2.55746057e+15 -6.84495634e+15 -5.40280242e+15\n", + " -1.45242976e+15 -9.81067821e+15 -2.06313680e+14 4.89600239e+14\n", + " -6.26737814e+13 2.99730293e+15 3.50480002e+14 -1.32757630e+15\n", + " 5.07414021e+14 1.33465273e+15 5.33074681e+14 1.12185157e+15\n", + " -1.49346620e+14 1.77936449e+15 1.42629699e+15 7.22041784e+14\n", + " -2.45729298e+15 1.99217385e+15 9.15314344e+13 6.35218534e+14\n", + " 2.79507540e+15 5.11773052e+14 -5.25394176e+13 1.74014849e+15\n", + " -6.41961428e+14 1.79301373e+15 8.70553095e+14 -5.41672053e+14\n", + " 6.55213661e+13 -5.80571047e+14 -1.11981326e+15 -3.75893591e+15\n", + " 1.21499770e+14 -4.63236529e+14 -1.09569331e+15 1.01343666e+15\n", + " -9.03472538e+13 -2.34975251e+14 -1.52472718e+15 4.61107628e+14\n", + " -2.79010380e+15 6.42205554e+14 1.16944725e+14 1.59718420e+14\n", + " 8.07653291e+13 -3.98815062e+14 -2.53696603e+15 -1.27621590e+15\n", + " 3.71152181e+14 1.24884778e+15 5.77582318e+14 3.48523605e+15\n", + " 7.26403554e+14 3.97107003e+13 -2.57689346e+15 -4.50139863e+14\n", + " -3.75574791e+14 -2.01528172e+15 -3.87567376e+14 2.07225678e+15\n", + " 8.43911020e+13 3.63237782e+14 -1.20340101e+15 -7.90826026e+13\n", + " 5.22696549e+14 1.49926516e+15 1.82161461e+15 2.41671242e+15\n", + " -3.86441564e+15 2.90645523e+15 1.20976208e+15 -9.62919538e+14\n", + " 5.19381999e+14 3.50262273e+14 6.56968153e+14 1.44335056e+15\n", + " -1.30118897e+15 6.36858693e+14 -1.83423962e+15 1.83342872e+15\n", + " -1.49008601e+15 1.22280168e+15 -9.83937123e+14 1.74297284e+13\n", + " 1.11826904e+14 1.54851487e+14 -3.87056680e+15 8.72865710e+14\n", + " -2.77570158e+15 -9.95341453e+14 2.54458735e+15 -9.73658000e+14\n", + " -1.98144132e+15 7.15584552e+13 -4.24762134e+14 -2.85275614e+15\n", + " 9.28655306e+14 4.91643184e+14 -3.57244154e+13 -9.29405741e+14\n", + " 1.50918194e+15 1.30089520e+15 -7.65037076e+14 -1.76474956e+15\n", + " 7.25499217e+14 -4.17436464e+14 -4.09399803e+14 -9.27113424e+14\n", + " 6.82803181e+14 -7.02608657e+14 -6.84562330e+14 5.26047990e+14\n", + " -9.12383101e+14 7.48106397e+14 1.71557841e+15 2.01805864e+15\n", + " -7.80385858e+14 1.06242100e+15 4.55309572e+14 -1.33414931e+13\n", + " 7.54402336e+14 4.70898443e+14 -2.74239645e+15 3.43918841e+15\n", + " -6.32341157e+14 8.75508933e+14 -3.73343866e+14 -2.10018023e+14\n", + " -6.79499515e+14 1.04301570e+15 -7.86049302e+14 1.05556694e+15\n", + " -8.70404599e+14 -1.00048768e+15 3.51480038e+15 6.79066372e+14\n", + " -3.72772947e+13 -2.59502365e+14 -1.96305339e+15 4.61103940e+14\n", + " -6.38001842e+14 1.90940187e+15 1.82776114e+15 1.63036807e+15\n", + " 1.18930949e+15 1.32337106e+15 -1.96513517e+15 -1.19332833e+15\n", + " -2.53292723e+15 -1.73169010e+15 1.13475258e+15 -1.07388556e+15\n", + " 7.95380213e+14 1.56496382e+14 6.37754319e+14 1.18574808e+15\n", + " 1.83818736e+15 -3.35534213e+15 -1.67952667e+14 1.94479733e+15\n", + " 1.27716948e+15 7.16324195e+14 -4.34583683e+14 7.69175935e+14\n", + " 9.09479071e+14 1.79076899e+15 -6.72979966e+14 -1.73137426e+15\n", + " 1.89031362e+15 -2.56819199e+14 -1.61266835e+14 -6.00830249e+14\n", + " 1.84903278e+14 2.53018407e+15 -1.38993763e+15 5.96958629e+13\n", + " -7.11511564e+14 1.95530968e+15 -3.55690922e+14 -4.34266865e+14\n", + " -9.13484391e+14 -8.65972646e+14 -7.72478419e+14 8.40871600e+14\n", + " 3.65542861e+14 6.53348588e+14 -1.42128529e+15 5.83448829e+14\n", + " 5.20257225e+14 -1.15541098e+15 -1.47358693e+14 -1.32947252e+14\n", + " -5.46727946e+14 1.45952740e+15 -8.89299537e+14 2.20298674e+14\n", + " 7.65729226e+14 -6.45733658e+14 8.22389791e+14 -1.48699405e+15\n", + " -1.45001629e+14 -5.22772162e+14]\n", + "Found 3197 total galaxies in catalog for cluster 16567\n", + "[-2.36266547e+13 5.21019880e+14 -2.85781557e+15 ... 4.14583250e+14\n", + " -1.52490291e+14 -5.73303462e+14]\n", + "Found 2110 total galaxies in catalog for cluster 41321\n", + "[-1.02981895e+15 1.31090672e+14 -6.39731487e+14 ... -8.73243562e+14\n", + " 7.98076633e+14 -2.30313459e+14]\n", + "Found 368 total galaxies in catalog for cluster 52141\n", + "[ 3.09201316e+14 -1.43405231e+15 -3.55235079e+14 2.52552207e+15\n", + " 5.16403238e+15 -1.67720545e+15 1.42442142e+15 -3.94063757e+14\n", + " -1.78481702e+15 7.61675086e+14 -1.98646670e+15 -1.05969642e+15\n", + " -1.06906908e+14 -3.62738675e+15 2.78538233e+14 2.32009586e+14\n", + " 4.72172994e+15 2.99376401e+15 -3.16207128e+15 4.30976385e+14\n", + " 7.68965962e+14 -5.30439363e+15 -7.41151921e+14 -3.41080258e+15\n", + " -3.56638146e+15 2.19036058e+15 1.15909294e+15 1.98435636e+14\n", + " 8.23858960e+15 -8.17557321e+14 -4.50214618e+12 2.27950771e+15\n", + " 2.45004390e+15 4.22576237e+14 8.64188780e+14 -5.84935183e+14\n", + " 2.49667473e+15 8.79710808e+14 -6.04648696e+15 -2.06933460e+15\n", + " -3.88446990e+15 1.53756891e+15 -1.00409364e+15 2.81830270e+15\n", + " -9.24422900e+14 3.57838343e+15 5.51241535e+15 1.29097078e+15\n", + " 1.30168698e+15 -1.30361708e+14 1.49912089e+15 -2.87461129e+15\n", + " 1.99645985e+14 -7.21757583e+14 2.03516082e+14 -3.26148121e+15\n", + " -2.73066896e+15 -3.35449170e+14 8.94082802e+14 1.13480947e+15\n", + " 1.27541405e+15 1.87735140e+15 -3.72281576e+15 1.41808717e+15\n", + " -1.97185419e+15 -8.09931910e+15 7.88506953e+15 1.09426442e+15\n", + " 2.26640642e+15 1.85087733e+14 1.16514159e+15 6.44190550e+14\n", + " 1.22496071e+15 -1.62633932e+15 -3.80813008e+14 -4.81242439e+14\n", + " 3.64263040e+14 -3.19396883e+15 -6.30769479e+15 2.93081136e+15\n", + " 3.28358803e+15 1.78528479e+15 -2.65419375e+15 5.11870589e+15\n", + " -4.16142953e+14 -3.75482757e+15 -7.14641866e+14 -8.28460658e+13\n", + " 1.16698254e+15 -2.68917496e+15 -4.25858339e+15 2.07757303e+15\n", + " 2.23228146e+15 -3.90040534e+14 2.10558279e+15 1.50269795e+15\n", + " -1.61692330e+15 -1.42077819e+15 9.23030099e+14 2.60756745e+15\n", + " -6.10318093e+14 -1.30166803e+15 1.78769932e+15 -3.88180061e+14\n", + " -8.00404697e+14 8.01385405e+14 -8.83125929e+14 -3.22071401e+15\n", + " -3.36744645e+15 1.16338410e+15 -6.04727478e+14 6.60752202e+14\n", + " 1.73679750e+15 1.01887049e+15 5.48630436e+14 -8.64100399e+14\n", + " -1.02666403e+15 -8.15849362e+13 -2.24586751e+14 -1.42048300e+15\n", + " 3.17559827e+15 -1.66535555e+15 -1.26337814e+15 2.47818129e+15\n", + " 8.06227681e+14 2.12375579e+15 -9.55749454e+14 4.57663101e+14\n", + " -1.31505164e+15 -3.04953133e+14 -1.62380836e+15 2.53934231e+15\n", + " 1.20981686e+15 1.15748086e+15 2.84559309e+11 2.40165135e+14\n", + " -1.37085708e+15 -9.19332053e+14 -3.15069506e+14 -4.46340457e+13\n", + " 7.04247388e+14 1.07449162e+15 -1.21993190e+15 -9.72944803e+14\n", + " 1.16946039e+15 -1.30860920e+14 4.80730679e+14 1.48943861e+15\n", + " 1.74122980e+15 -2.16909979e+15 -8.28504557e+14 -2.30174264e+15\n", + " 1.47661740e+14 6.54206311e+14 -1.98093961e+15 -1.82350457e+15\n", + " 2.99363914e+15 3.03796290e+15 2.82554870e+15 3.09896403e+15\n", + " -7.70879787e+14 6.38306925e+14 -8.31465441e+14 -8.55822632e+14\n", + " -1.49844124e+15 1.03924182e+15 -4.27435854e+14 -1.66284245e+15\n", + " 4.28586236e+15 -4.69745733e+14 -2.33934801e+14 7.78000044e+14\n", + " 5.62898315e+14 -2.65829440e+15 1.29994868e+15 3.30047985e+15\n", + " -4.04382553e+15 7.01476567e+14 8.44137302e+14 -2.12134233e+14\n", + " 6.95092822e+13 1.19789195e+15 8.72725395e+14 3.94361869e+15\n", + " 1.52133050e+15 -7.67713836e+14 -2.03062952e+15 -2.07221699e+15\n", + " 2.31640463e+15 1.09723600e+15 4.44917470e+14 3.67707484e+14\n", + " -1.38559950e+15 -4.23883775e+13 1.54276040e+15 1.39053962e+15\n", + " 9.01997525e+14 1.22572553e+15 1.17171959e+15 -7.80807706e+14\n", + " 2.45058539e+15 -9.21075230e+14 4.35514973e+14 1.73494923e+15\n", + " 1.12219990e+15 2.52647212e+15 3.79420971e+14 -1.28385052e+15\n", + " 1.05476652e+15 5.44823156e+14 -1.88614034e+15 3.95960589e+14\n", + " 1.17936992e+15 1.64470156e+15 1.87245177e+14 9.33372913e+14\n", + " -1.17184436e+15 -2.24742027e+15 -6.64364763e+14 -9.38446120e+14\n", + " 3.61380475e+14 4.70163650e+14 1.74052418e+15 -8.56268035e+14\n", + " -6.89746331e+14 2.22378257e+15 -7.11737445e+14 -7.38976094e+14\n", + " 2.85706945e+15 1.05851659e+15 4.82299646e+14 -2.29809087e+15\n", + " -6.75966925e+13 4.18217570e+14 2.42655220e+14 -2.63922344e+14\n", + " -1.92652399e+14 -5.81770604e+14 -5.43271122e+14 -1.90121602e+15\n", + " -8.55728355e+14 1.27475799e+15 9.52472825e+14 2.51114089e+15\n", + " -2.12073463e+14 -4.33765900e+13 3.52011919e+14 -3.81404653e+14\n", + " 1.00467654e+14 -2.97783473e+14 2.15852230e+14 -7.17458950e+14\n", + " -2.18150682e+15 -1.60875079e+15 1.90578408e+15 9.34807786e+14\n", + " -9.59573302e+14 8.49799066e+14 -8.75253424e+13 8.80196276e+14\n", + " 2.92146258e+14 3.75937329e+14 8.20484190e+14 2.20658696e+15\n", + " 1.76035216e+15 2.63505338e+15 -6.12243254e+14 -1.09498985e+15\n", + " -2.33166487e+14 5.38005201e+13 -1.31761250e+15 -9.45060791e+14\n", + " 3.19100881e+15 -1.24941004e+15 -2.23158749e+15 -6.99913492e+14\n", + " -2.09171435e+15 1.31073434e+15 -8.34260914e+14 2.81628730e+15\n", + " 1.04870909e+15 8.60701623e+14 2.24064854e+14 3.50836092e+14\n", + " -1.21387892e+15 1.46549050e+15 -3.29434355e+14 -1.34585693e+15\n", + " 6.14841636e+14 1.40889933e+15 7.05994436e+14 1.88649274e+15\n", + " -1.32982317e+15 7.99839487e+14 -6.98227443e+13 1.78174919e+14\n", + " -1.17681068e+15 -2.34579173e+15 9.18616378e+14 -8.81253324e+14\n", + " -1.46139387e+15 1.27563440e+15 -5.17445511e+13 1.58430761e+15\n", + " 1.45155419e+14 -2.24584931e+15 1.75430745e+14 1.16974542e+15\n", + " 2.07510870e+15 -5.48830742e+14 -1.18058577e+14 -9.26282713e+13\n", + " 2.19933714e+15 2.79417348e+14 7.47143098e+14 -3.93734221e+14\n", + " 1.26606696e+15 -1.18012628e+15 -1.68166386e+15 -2.71436818e+14\n", + " 1.30049943e+15 2.37683457e+15 1.08277964e+15 9.35418278e+14\n", + " 2.30390062e+15 8.66827455e+14 -4.50724719e+13 8.81304365e+14\n", + " -1.04350917e+15 -7.33143658e+13 -1.91682482e+15 -1.98773620e+15\n", + " 7.13584152e+14 -3.01799913e+14 9.79113723e+14 1.56753038e+15\n", + " 1.15303297e+15 1.82037649e+15 2.11952864e+15 8.56552730e+14\n", + " -1.05295304e+15 2.64423763e+15 -1.82148818e+14 -1.12418135e+14\n", + " 7.18207781e+14 -4.53765788e+14 1.56795223e+13 -6.21842221e+14\n", + " 1.77242050e+14 -7.56068122e+14 -1.11429194e+15 1.30689593e+15\n", + " -1.04406769e+15 4.92471133e+14 -5.55869105e+14 1.13110582e+15\n", + " 2.84010129e+14 -2.33091171e+14 -1.03076889e+15 -6.84170040e+14\n", + " -1.42807213e+15 1.12836125e+15 -1.58610718e+14 1.11637880e+15\n", + " 1.00940984e+15 5.34646331e+14 -8.20598704e+14 5.44021919e+13]\n", + "Found 2288 total galaxies in catalog for cluster 52451\n", + "[-1.99855724e+14 5.74977704e+14 2.51711568e+15 ... 5.13582265e+14\n", + " 2.00219716e+14 2.70815168e+14]\n", + "Found 1273 total galaxies in catalog for cluster 51057\n", + "[-5.77592599e+14 1.19695330e+15 9.35335302e+14 ... 3.29000665e+14\n", + " 4.96010217e+14 -4.30210659e+14]\n", + "Found 1986 total galaxies in catalog for cluster 14210\n", + "[ 3.66732523e+14 -5.42778432e+14 -7.57968585e+14 ... -7.38945616e+14\n", + " -4.70407093e+14 4.22774185e+14]\n", + "Found 2256 total galaxies in catalog for cluster 33410\n", + "[-2.11907885e+13 -1.40875028e+15 -3.36843615e+14 ... 9.48029406e+14\n", + " -2.44515092e+14 3.24947825e+14]\n", + "Found 2978 total galaxies in catalog for cluster 78132\n", + "[-1.10794332e+15 1.89498600e+15 -3.70788096e+15 ... -9.53738310e+14\n", + " 1.62484604e+14 4.16125663e+14]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "cluster_z and type 0.49929956 \n", + "cluster_z and type 0.64601874 \n", + "cluster_z and type 0.6410095 \n", + "cluster_z and type 0.6587467 \n", + "cluster_z and type 0.8156214 \n", + "cluster_z and type 0.6254669 \n", + "cluster_z and type 0.8727886 \n", + "cluster_z and type 0.5422798 \n", + "cluster_z and type 0.77666825 \n", + "cluster_z and type 0.33334264 \n", + "cluster_z and type 0.72671944 \n", + "cluster_z and type 0.46572214 \n", + "cluster_z and type 1.035111 \n", + "cluster_z and type 0.9868597 \n", + "cluster_z and type 0.48154548 \n", + "cluster_z and type 0.34901306 \n", + "cluster_z and type 0.660803 \n", + "cluster_z and type 0.5489526 \n", + "cluster_z and type 0.5732822 \n", + "cluster_z and type 0.48545152 \n", + "cluster_z and type 0.48073718 \n", + "cluster_z and type 0.5205169 \n", + "cluster_z and type 0.45513922 \n", + "cluster_z and type 0.37233016 \n", + "cluster_z and type 0.72563916 \n", + "cluster_z and type 0.25462273 \n", + "cluster_z and type 0.549555 \n", + "cluster_z and type 0.71684 \n", + "cluster_z and type 0.56993246 \n", + "cluster_z and type 0.6154449 \n", + "cluster_z and type 1.0356219 \n", + "cluster_z and type 1.0020661 \n", + "cluster_z and type 0.23431362 \n", + "cluster_z and type 0.5927657 \n", + "cluster_z and type 0.6087652 \n", + "cluster_z and type 0.6046681 \n", + "cluster_z and type 0.50011617 \n", + "cluster_z and type 0.593976 \n", + "cluster_z and type 0.8731144 \n", + "cluster_z and type 0.592247 \n", + "cluster_z and type 0.43162814 \n", + "cluster_z and type 0.51871866 \n", + "cluster_z and type 0.34493634 \n", + "cluster_z and type 0.43753046 \n", + "cluster_z and type 0.6061629 \n", + "cluster_z and type 0.71660864 \n", + "cluster_z and type 0.8984475 \n", + "cluster_z and type 0.86106193 \n", + "cluster_z and type 0.57198143 \n", + "cluster_z and type 0.48342547 \n", + "cluster_z and type 0.24044088 \n", + "cluster_z and type 0.6384199 \n", + "cluster_z and type 0.45206454 \n", + "cluster_z and type 0.7653682 \n", + "cluster_z and type 0.4100084 \n", + "cluster_z and type 0.9812018 \n", + "cluster_z and type 0.99775815 \n", + "cluster_z and type 0.8671669 \n", + "cluster_z and type 1.0477397 \n", + "cluster_z and type 0.49412334 \n", + "cluster_z and type 0.596166 \n", + "cluster_z and type 0.9101417 \n", + "cluster_z and type 0.5932099 \n", + "cluster_z and type 0.7193937 \n", + "cluster_z and type 0.653051 \n", + "cluster_z and type 0.53016365 \n", + "cluster_z and type 0.46268275 \n", + "cluster_z and type 0.84439105 \n", + "cluster_z and type 1.1292421 \n", + "cluster_z and type 0.28674597 \n", + "cluster_z and type 0.7892001 \n", + "cluster_z and type 0.5305519 \n", + "cluster_z and type 0.62169576 \n", + "cluster_z and type 0.61630654 \n", + "cluster_z and type 1.0183831 \n", + "Process 0 done reading\n", + "Overall pair count = 221371\n", + "Collecting data for cluster 0\n", + "Found 3035 total galaxies in catalog for cluster 11\n", + "[ 0.21234604 0.15384049 0.47473664 ... -0.21345346 -0.05996671\n", + " -0.00186678]\n", + "Found 2765 total galaxies in catalog for cluster 827\n", + "[ 0.32751148 -0.22962438 0.27230726 ... -0.03010575 -0.18791063\n", + " 0.12969504]\n", + "Found 2730 total galaxies in catalog for cluster 1985\n", + "[ 0.10434148 -0.17795113 -0.01781351 ... 0.09168737 -0.13255294\n", + " -0.10016861]\n", + "Found 2652 total galaxies in catalog for cluster 1632\n", + "[ 0.3349856 -0.19300229 0.15563868 ... -0.12308222 -0.19418091\n", + " 0.28766027]\n", + "Found 1137 total galaxies in catalog for cluster 2453\n", + "[ 0.16069297 -0.47242211 -0.32332774 ... 0.30890187 0.06828403\n", + " 0.13663829]\n", + "Found 4221 total galaxies in catalog for cluster 2678\n", + "[ 0.04956548 -0.08877606 -0.03329398 ... 0.0433305 0.13221218\n", + " 0.29595606]\n", + "Found 1446 total galaxies in catalog for cluster 4643\n", + "[ 0.07573436 0.34222996 -0.39984283 ... -0.13958574 0.41243912\n", + " -0.04089339]\n", + "Found 677 total galaxies in catalog for cluster 5084\n", + "[-0.03397486 0.57712281 -0.21482828 0.0879992 0.04023449 -0.30431383\n", + " 0.08695538 0.09959531 0.59114468 0.42300336 -0.1347032 -0.22597017\n", + " -0.41826239 0.37219025 0.07941463 0.7051265 -0.08413877 0.42322755\n", + " 0.20839317 -0.24337188 -0.6010525 -0.22671314 0.22530922 0.47851133\n", + " -0.28248703 0.05906257 0.45045749 -0.42337738 -0.24927471 0.03338653\n", + " 0.54792339 0.03212206 0.06261677 0.44550476 -0.40594723 0.236484\n", + " -0.28149212 0.2140351 -0.14240043 -0.65001286 0.02281445 0.26263331\n", + " -0.53314987 0.68560234 0.26763169 -0.17408215 -0.00851477 -0.06749086\n", + " -0.46678928 0.34786686 0.04460423 0.3136015 -0.23902282 -0.64501536\n", + " -0.00718297 0.07206266 0.40242055 0.35908457 -0.15703802 0.5410927\n", + " -0.38960665 0.23189536 0.75837092 -0.31672665 -0.06294399 0.1400207\n", + " 0.32151266 -0.28477134 0.14503662 0.61545395 -0.1503109 -0.00798614\n", + " 0.50491887 0.55654508 0.14396952 0.72600545 -0.30207722 -0.33618723\n", + " -0.07468096 0.3381362 0.01298842 0.50554516 0.00235871 -0.45061295\n", + " -0.10178231 -0.20970327 -0.03952964 -0.48951396 -0.43453581 -0.51523201\n", + " -0.06655619 -0.22719001 -0.47391963 -0.14317829 0.24682589 -0.24040886\n", + " 0.07790902 0.37074675 -0.1171952 0.19434769 0.03224805 -0.13838729\n", + " -0.01714072 0.31995355 -0.28098779 0.27922208 0.24479714 -0.14110567\n", + " 0.0200549 -0.16601864 -0.29683215 -0.05229489 -0.57384888 -0.01378759\n", + " 0.30330044 0.60684814 0.20381768 0.1694243 0.31680961 -0.2419584\n", + " -0.88838504 -0.12303999 0.20002368 -0.2960552 -0.44078688 -0.20368378\n", + " -0.41362834 0.09365077 0.04922987 -0.13517131 -0.10786495 -0.30114887\n", + " -0.09017013 0.41428691 0.23518611 0.23118726 -0.13041229 0.50037506\n", + " -0.11268932 -0.44349222 -0.79684994 -0.2827941 0.18298828 -0.20079827\n", + " -0.14342861 -0.11892074 0.12887367 -0.01256279 0.13510762 0.26155859\n", + " -0.14934588 -0.39027627 -0.28258229 0.45909421 0.04076741 -0.50422676\n", + " 0.02925909 0.49552087 -0.00498103 -0.22262144 -0.73084476 0.04671134\n", + " 0.1562467 -0.06131396 0.09078668 -0.53755385 0.05217307 0.16084373\n", + " 0.01875067 -0.19792546 0.58282961 0.2068317 0.06802813 0.14732859\n", + " -0.23322717 0.32100804 0.35597901 -0.1159325 0.10571531 -0.08160209\n", + " -0.15751835 0.51796909 0.34201447 -0.02407015 0.52123095 0.26371478\n", + " 0.29063845 -0.04284867 -0.14137043 0.16946635 -0.43550943 -0.2732498\n", + " -0.52354507 -0.69324451 -0.39411949 0.17795839 0.14775058 0.0138114\n", + " -0.15698101 0.04499956 -0.10296474 -0.03131033 0.16393547 0.70241774\n", + " 0.15373314 -0.3014956 0.11860805 0.00104065 -0.01048369 0.57318467\n", + " -0.4900417 -0.13077491 -0.52300613 0.26681713 0.16404039 0.22318302\n", + " 0.24408207 0.1650353 -0.13675564 0.55678148 -0.34506804 -0.10670612\n", + " -0.11825819 -0.17779923 0.21693641 -0.0779456 0.0870377 -0.77659669\n", + " -0.14397806 -0.2019248 0.60148284 -0.32384929 -0.36830177 -0.38268115\n", + " -0.20076038 0.11793942 -0.23924339 0.35473335 0.10966492 -0.31555872\n", + " 0.25678974 0.43609911 -0.42469539 0.37430052 0.05325131 0.21790814\n", + " -0.37316123 -0.21373107 0.50459644 0.16676141 -0.24169614 0.56162608\n", + " -0.03433478 -0.54498798 -0.15993653 -0.39347974 -0.27742205 0.01205218\n", + " -0.03544377 -0.06992919 -0.51905319 -0.45487751 0.05747166 -0.06184358\n", + " 0.42400123 -0.43746326 0.01097093 0.36400484 -0.54486318 -0.16290704\n", + " 0.06624535 -0.15875355 0.24366814 -0.01455707 -0.15218103 0.68521255\n", + " -0.24171116 0.11697119 -0.14382034 -0.03382665 0.35935749 0.10872826\n", + " 0.42288155 -0.28908015 -0.19060693 -0.11419894 -0.32070181 -0.40753418\n", + " -0.2210347 -0.0063913 0.05500866 -0.36214184 0.62599758 0.1930822\n", + " 0.57175166 -0.72687551 -0.11625608 0.1092858 -0.20950556 0.27644932\n", + " -0.49153369 0.62426712 0.16033359 0.5390668 0.01689115 0.39735806\n", + " 0.07247757 0.06163891 0.48469066 -0.4686998 0.17316671 -0.4579808\n", + " -0.14140645 -0.45598298 -0.47180779 -0.317638 -0.094571 -0.4079802\n", + " 0.46000147 -0.3892562 0.17837223 -0.30435657 0.10338204 0.04464357\n", + " 0.24014853 -0.03923023 0.14532668 0.08450704 0.13344682 -0.22617371\n", + " 0.13811208 -0.21922257 -0.3579841 0.26081493 0.37974866 -0.40033119\n", + " -0.05479773 -0.20279663 0.31954384 -0.06679093 -0.42332077 -0.16401569\n", + " -0.27508616 0.3050529 0.31006794 -0.21256202 0.0274165 0.1184171\n", + " -0.40599737 -0.37696513 0.24597483 0.40386368 -0.43700188 -0.05359127\n", + " -0.04612916 0.14560873 0.49658798 -0.3069261 0.30220038 0.2746117\n", + " 0.41662523 0.30992985 -0.02571445 -0.42518026 0.25899825 0.08708661\n", + " -0.05615207 -0.2201106 1.0115565 -0.24995208 -0.78749504 -0.31832944\n", + " -0.40617783 0.01641903 -0.04231526 -0.4752113 -0.46757676 0.87321555\n", + " -0.05244465 -0.04494542 0.17541383 -0.38769728 -0.09163558 -0.25382898\n", + " -0.20297023 0.09435116 -0.08558657 0.13799749 0.05664962 0.12554849\n", + " 0.33808386 0.01621385 -0.37545887 -0.49372889 -0.03034068 0.07024844\n", + " 0.43705045 0.15530555 -0.02296347 0.34128926 0.46460054 0.34689314\n", + " -0.05312815 0.05805967 -0.28435786 -0.26030911 0.438758 0.15153853\n", + " 0.51413226 -0.71968987 0.1440054 -0.69877648 -0.3762142 -0.75088743\n", + " 0.23204435 -0.21716397 0.0675916 -0.04790055 -0.04596649 -0.27862529\n", + " -0.21658376 0.32088634 -0.35681938 -0.31384204 -0.60722438 0.04110688\n", + " -0.0721504 0.35485296 0.19844938 0.26800037 0.06390775 0.13616274\n", + " 0.37232123 0.17838933 0.27237119 -0.04720464 -0.37553912 -0.42220213\n", + " 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367 -0.14658378\n", + " -0.03848797 0.04955587 -0.03361411 0.04373689 0.53175037 0.37689406\n", + " -0.73325615 0.28055206 0.01269991 -0.091537 0.43765189 0.55133633\n", + " -0.05846386 -0.17755646 0.13514935 0.37187375 0.15063859 -0.24692329\n", + " -0.05429957 0.07335799 -0.2765225 0.19485024 -0.0310186 0.51189477\n", + " 0.2489142 0.29006985 0.24378683 -0.37987685 -0.41793889 -0.43585706\n", + " -0.30083218 -0.16666254 -0.24884954 0.16076563 0.28934135 0.37873824\n", + " 0.72836486 0.48907553 0.09414031 0.65084578 -0.51449183 0.19677627\n", + " -0.39245603 0.04783534 0.38128156 0.1791412 -0.11890563 0.15708258\n", + " -0.07111087 -0.09354228 0.02577365 0.22326971 -0.27037179 -0.01821258\n", + " -0.00501066 0.03915999 0.17643793 -0.19849972 0.44641108 -0.49737552\n", + " 0.14541447 0.69821255 0.13293896 -0.23742195 -0.27619386 0.41154856\n", + " -0.25705269 -0.06165615 -0.07458207 -0.10740228 0.23196386 -0.21974918\n", + " -0.25866125 -0.4251706 0.12123243 -0.36630448 -0.25457987 0.17106763\n", + " 0.06280248 0.37432777 0.22103182 -0.4391393 -0.24189997 -0.10493132\n", + " 0.03101466 -0.21597183 -0.35530987 0.09319087 -0.27040489 -0.16037856\n", + " -0.30251945 0.42964916 -0.07439399 -0.37291482 0.17574554 0.17145902\n", + " 0.31546052 -0.40078156 0.10823114 -0.37589875 -0.20979835 0.07236027\n", + " -0.04604414 -0.0466076 0.08551859 -0.10287972 -0.10194602 0.48083148\n", + " 0.12646153 -0.3832598 -0.14013194 0.16176409 0.59585999 -0.25897537\n", + " 0.27385733 0.69776286 -0.07242023 0.25096193 0.36066507 0.19175464\n", + " 0.30954613 0.1927405 -0.23701208 -0.34515018 0.12579362 -0.37794172\n", + " -0.64323438 -0.38844368 0.48631061 -0.14484988 -0.18241116 0.06312565\n", + " -0.31220683 0.10899 0.37874493 0.21191433 -0.25548522 0.07909711\n", + " 0.30971792 0.07156404 -0.22000536 0.18623378 0.15759424 -0.54370472\n", + " -0.08572594 -0.16493445 -0.27452094 0.07355904 0.71086425 0.55978296\n", + " 0.02241643 -0.27392767 0.74927638 0.30450904 -0.50900657 0.03133969\n", + " 0.15811435 0.30560765 -0.09985616 -0.11860629 0.23120404 0.0070221\n", + " 0.09403297 -0.37938105 -0.81156862 0.21042288 -0.46073189 0.16710886\n", + " 0.14213438 0.16687542 0.17628885 -0.11971253 -0.3261997 0.61720225\n", + " 0.64259625 -0.42698205 -0.51021344 0.47596601 -0.317088 0.24942943\n", + " -0.0503403 0.47327695 0.22364648 -0.29706602 -0.20338964 0.09282843\n", + " -0.14341876 0.21675413 -0.03494114 -0.12615839 0.09469562 0.67676526\n", + " -0.07173933 -0.1081142 -0.13209859 -0.04032914 0.44219701 -0.00944681\n", + " -0.09425838 -0.21692147 -0.12746273 0.04765003 0.52979473 -0.16922091\n", + " -0.0109586 0.19598939 -0.64924793 0.46389083 -0.40119623 0.63133019\n", + " -0.36576038 0.0897985 -0.65151537 -0.16360689 -0.39742472 -0.12404171\n", + " 0.4458309 -0.26375664 0.21953887 -0.15782198 0.00171702 0.43774279\n", + " 0.38856698 -0.27406251 -0.11167347 0.06471646 -0.05200154 0.36637244\n", + " -0.10305272 -0.39409599 -0.33498803 0.43694039 0.32577446]\n", + "Found 2384 total galaxies in catalog for cluster 4434\n", + "[ 0.27134204 0.36468315 -0.07190587 ... 0.00815364 0.22759973\n", + " -0.33323614]\n", + "Found 2343 total galaxies in catalog for cluster 3939\n", + "[ 0.42748605 -0.32722987 0.45621595 ... -0.02715269 0.01194859\n", + " -0.14176997]\n", + "Found 4589 total galaxies in catalog for cluster 6139\n", + "[-0.18902135 0.01427802 -0.1919366 ... 0.24056515 0.06383957\n", + " 0.17788326]\n", + "Found 1880 total galaxies in catalog for cluster 4709\n", + "[-0.03385321 0.02844276 0.26535206 ... -0.05748262 -0.2746567\n", + " -0.23447674]\n", + "Found 4123 total galaxies in catalog for cluster 7121\n", + "[ 0.34338639 -0.2090535 0.2207358 ... -0.11123612 -0.19040646\n", + " 0.2689072 ]\n", + "Found 3492 total galaxies in catalog for cluster 8547\n", + "[ 0.30614401 0.18860074 -0.23020149 ... -0.07828026 -0.13924719\n", + " 0.21569544]\n", + "Found 1273 total galaxies in catalog for cluster 8685\n", + "[ 0.1444373 -0.78604155 0.06539517 ... 0.39745233 -0.19683878\n", + " 0.27066223]\n", + "Found 965 total galaxies in catalog for cluster 8995\n", + "[ 1.67735411e-01 4.74812198e-01 1.05289831e-01 -4.91114717e-01\n", + " -3.34904473e-01 1.05393596e-01 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8.90088948e-02\n", + " 5.46540494e-01 5.74247175e-01 3.84369602e-01 -8.63134087e-02\n", + " -1.08777773e-02 4.26838563e-01 2.38650930e-01 1.65679198e-01\n", + " 6.40486901e-01 6.86856387e-01 2.16591935e-01 -2.84646675e-01\n", + " -2.86024906e-01 -1.76046582e-01 5.45234465e-01 3.15571541e-01\n", + " -2.19318030e-01 -2.42776051e-01 1.77906241e-01 -3.06168867e-01\n", + " -1.66881857e-01 2.14177105e-01 -2.82651172e-02 -1.30081021e-01\n", + " -2.38739078e-01 8.80745404e-02 -2.13332371e-02 1.59488223e-01\n", + " -3.65069664e-01 -8.00177468e-02 -2.52008158e-01 -2.82647269e-01\n", + " -8.27488576e-02 2.64491194e-01 -2.57672812e-02 1.32573229e-01\n", + " -4.97361867e-04 1.11273682e-01 -1.06077082e-01 3.11964110e-01\n", + " -1.29781836e-01 3.54039903e-01 2.45284793e-02 -2.80176837e-01\n", + " 2.61157047e-01 -3.10159569e-01 6.26419465e-02 -4.38559101e-02\n", + " 4.47337532e-01 -6.12723373e-01 1.04683315e-01 1.56310049e-02\n", + " -1.80791497e-01 2.00705796e-01 1.04276493e-01 -4.63903987e-01\n", + " -3.16998507e-01 4.79942489e-02 3.71461689e-01 2.77280223e-01\n", + " -2.26947799e-01 4.62694357e-02 -2.02117633e-01 -2.63899430e-02\n", + " 5.83925794e-01 3.83470568e-01 -3.63814339e-01 9.99813206e-02\n", + " 2.34976805e-01 7.71776926e-02 -4.67197903e-02 -1.90905232e-01\n", + " 2.99136670e-01 -2.18971246e-01 3.69490922e-01 4.34002233e-01\n", + " 1.26640399e-02 -3.11477061e-01 3.39702338e-01 1.49637444e-01\n", + " -7.46676138e-02 -5.09044084e-02 1.91459892e-01 -2.00544920e-01\n", + " -8.61147396e-01 -9.50691493e-01 3.50225750e-01 1.26781825e-01\n", + " 2.26466605e-01 8.24578024e-02 1.29116247e-01 2.10174266e-02\n", + " -4.36372669e-02 -1.62526266e-01 3.94057531e-01 1.73256385e-01\n", + " -3.08485718e-01 4.76336520e-01 3.59501139e-01 4.97079084e-01\n", + " -3.80492203e-02 2.44294229e-01 -8.93878418e-02 -4.51435158e-01\n", + " 8.83528234e-01 -4.15690189e-01 -2.82183214e-01 -1.71532401e-01\n", + " -1.10136861e-01 -5.73260830e-01 -2.72053772e-01 -1.87810663e-02\n", + " 6.46950676e-01 2.07353794e-01 -6.21894475e-02 -1.60454720e-01\n", + " 2.17013669e-01 -4.71735175e-01 4.31698968e-01 -3.91587201e-02\n", + " 2.23325622e-02 1.97086379e-01 -3.36873755e-01 -2.48529341e-02\n", + " 4.17326585e-02 2.65790277e-01 1.39596704e-01 5.19784882e-02\n", + " 1.88030229e-01 -1.05333894e-02 -3.57093556e-01 1.53059032e-02\n", + " -4.56548525e-01 2.03284606e-01 -3.14005800e-02 3.04966777e-01\n", + " 4.39851473e-01 -3.97029630e-02 -9.47545011e-02 -9.97695892e-03\n", + " -3.18042898e-01 -1.24890571e-02 2.27846140e-01 -1.65136630e-01\n", + " -6.29862194e-02 -1.34495238e-01 -5.67394582e-01 -9.57166178e-02\n", + " 2.54862174e-02 -2.08575184e-01 -2.62118984e-01 -2.36128336e-01\n", + " -7.06663993e-01 -5.00471594e-02 -4.48096294e-01 -6.63556847e-01\n", + " 2.81266073e-01 -4.07773607e-01 -3.31345769e-01 3.21205804e-02\n", + " 2.98955589e-01 -2.75256518e-01 5.19580744e-02 4.18425357e-01\n", + " -3.18258950e-01 1.87569757e-01 3.50070904e-01 -5.16234341e-01\n", + " 6.43355035e-01 3.32959232e-01 -3.46710490e-01 1.15383888e-01\n", + " -4.69817841e-01 1.83777601e-01 -1.92144641e-01 -2.33574029e-01\n", + " 3.04679606e-02 -2.18173204e-02 1.52548614e-01 -1.50226808e-01\n", + " -2.48880079e-01 -2.48979190e-01 -1.16490434e-01 1.27203378e-01\n", + " 1.32975205e-01 2.85229096e-01 2.49732719e-01 1.67546963e-01\n", + " 8.66544538e-02 -8.06371147e-02 9.07039814e-03 -6.86324473e-01\n", + " -3.68859364e-01 2.09793226e-01 -4.83123441e-01 6.90636635e-03\n", + " 2.22332679e-02 5.30155595e-01 2.93387216e-01 3.08158963e-01\n", + " -5.94725139e-02 1.54429311e-01 -2.07135498e-02 1.72508614e-01\n", + " 3.37105899e-01 3.93140841e-01 3.18528667e-01 -2.43539032e-01\n", + " -4.38059031e-02 5.29473798e-02 -4.28473357e-01 -4.63647114e-03\n", + " -2.01389212e-01 3.81183423e-01 -2.58114033e-01 6.82523743e-02\n", + " 2.73813533e-01 -8.74786547e-02 -2.32355341e-01 2.41309631e-01\n", + " 1.57939499e-01 -2.47388816e-01 6.20593426e-01 -4.43948567e-01\n", + " 3.35273714e-02 1.03832444e-02 -1.46471606e-01 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+ "Found 6639 total galaxies in catalog for cluster 10999\n", + "[-0.46873341 -0.58622857 0.2173974 ... 0.18868981 0.13158685\n", + " 0.21428358]\n", + "Found 825 total galaxies in catalog for cluster 9029\n", + "[ 3.47555582e-01 -4.27166442e-01 -4.40180151e-02 7.61772517e-02\n", + " 3.57191938e-01 1.92918999e-01 2.48712360e-02 4.93038023e-02\n", + " -6.45314927e-01 1.69417202e-02 -4.13860710e-02 1.52610387e-01\n", + " -8.37612618e-02 6.70876685e-01 1.25598467e-01 3.74290184e-02\n", + " -1.74784650e-02 4.62239744e-02 1.22731553e-01 7.31884250e-01\n", + " -1.72242860e-01 5.10156368e-01 -4.69380588e-01 -1.05177878e-01\n", + " -7.26563677e-01 2.25144338e-01 4.23380005e-01 -5.06152158e-01\n", + " 3.87931021e-01 -1.49505130e-01 -2.16288241e-01 -2.00855163e-01\n", + " 1.06199901e-01 -5.57500884e-01 5.78260696e-01 -2.42003838e-02\n", + " -1.62261239e-03 2.86811506e-01 2.55733016e-01 9.51132749e-02\n", + " 1.72051494e-01 -9.64432174e-02 1.42397947e-01 -2.33094847e-01\n", + " 1.17835430e-02 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7.24516983e-01\n", + " -2.63083828e-01 4.19480852e-01 2.13964556e-02 2.25236053e-01\n", + " 2.79928140e-01 -8.33573495e-02 2.99391130e-01 -3.60134339e-01\n", + " 1.95560597e-01 5.16679399e-01 1.22654385e-01 -2.47236627e-01\n", + " -9.20237527e-02 -6.42795672e-01 9.24697146e-02 -4.41475383e-01\n", + " 7.97829943e-01 7.59651097e-02 -5.09166463e-01 2.13837717e-01\n", + " -2.32478001e-01 -2.88470512e-01 -1.67085231e-01 -6.37889354e-01\n", + " -4.92501583e-01 1.07631899e-02 9.35109345e-02 -4.92878398e-01\n", + " -2.22395487e-02 1.97407687e-01 4.44801273e-01 -4.56590309e-01\n", + " -1.21305481e-01 2.60257724e-01 4.01241031e-01 5.92750278e-01\n", + " 5.05908731e-01 1.94652895e-01 1.33434463e-01 4.11270730e-01\n", + " -1.93693251e-01]\n", + "Found 1450 total galaxies in catalog for cluster 9429\n", + "[-0.1197949 0.24583967 -0.39309285 ... -0.20835101 -0.24890121\n", + " 0.07124926]\n", + "Found 2711 total galaxies in catalog for cluster 10146\n", + "[ 0.43168736 0.78022854 -0.09105497 ... 0.18863975 -0.23954712\n", + " -0.31784094]\n", + "Found 3569 total galaxies in catalog for cluster 14476\n", + "[ 0.13796093 0.05821609 0.20774436 ... -0.32809431 0.07547414\n", + " -0.20172479]\n", + "Found 434 total galaxies in catalog for cluster 8395\n", + "[ 3.78882242e-01 7.80001294e-02 1.14037627e-01 7.81168900e-01\n", + " 1.13064029e-01 -9.67281160e-02 -3.86290355e-01 -1.69327317e-01\n", + " 2.61740025e-01 6.18025005e-01 4.13991215e-02 -5.13153183e-01\n", + " -7.16254714e-02 3.47968367e-01 2.86891544e-01 -4.73706126e-02\n", + " -3.25071511e-02 7.97117071e-02 1.60257278e-01 -4.41912283e-01\n", + " -1.73684005e-01 1.14559758e-01 4.46949469e-01 1.32010375e-01\n", + " 8.25090671e-01 2.27047625e-01 1.60014258e-01 -3.50313119e-01\n", + " -1.71605695e-01 -4.40567464e-01 -2.83609628e-02 -1.74677828e-01\n", + " 2.44561922e-01 -1.38791039e-02 5.18782704e-01 2.96642335e-01\n", + " -4.47282156e-01 5.26774821e-01 -6.95255598e-03 4.22910452e-01\n", + " -3.11623684e-01 8.70371378e-02 -1.42831187e-01 -3.04504255e-01\n", + " 8.85336261e-01 4.53913197e-01 1.85501304e-01 1.94944244e-01\n", + " 1.98606697e-01 -2.06448001e-02 -3.81160964e-01 1.53030732e-01\n", + " -1.33285696e-01 -4.26262596e-01 -9.12725759e-02 2.43053162e-02\n", + " 1.38858970e-01 -9.71074463e-02 -5.69731235e-01 -2.78866599e-01\n", + " 1.20773145e-01 1.09557247e-01 -5.35562422e-02 -1.26807794e-01\n", + " -4.83960970e-01 2.22001489e-01 3.00643018e-01 -3.24029089e-01\n", + " 5.31231184e-01 -4.58677732e-01 -1.23281349e-01 -2.49854008e-01\n", + " -4.23601060e-01 -2.46916847e-01 -5.41710227e-02 -2.91190211e-01\n", + " -5.47243357e-01 -5.03602774e-01 -5.02606203e-01 5.94656435e-02\n", + " -5.13102200e-01 4.85604225e-01 -4.66903365e-01 3.91776926e-01\n", + " 6.02393651e-01 6.27969222e-01 4.41223177e-01 2.15523155e-02\n", + " -1.74695814e-01 3.11616504e-01 2.07954807e-01 -6.23727334e-01\n", + " 3.68929605e-01 4.16105962e-01 5.79596682e-01 -4.81394754e-01\n", + " -5.92663823e-02 1.77719276e-01 -6.41550435e-02 2.00352127e-01\n", + " 9.88519590e-02 1.47166757e-01 2.05496173e-01 1.80545866e-01\n", + " 1.22598584e-01 -3.24061676e-03 1.64677493e-01 -1.92843333e-01\n", + " -1.47700713e-01 -1.01509373e-01 -4.64487669e-02 8.05794861e-03\n", + " 1.65563187e-01 -1.16472183e-01 1.55097317e-01 -1.85976225e-01\n", + " -4.53880319e-01 -1.38274140e-01 -1.66413092e-01 6.83332334e-01\n", + " -3.19041752e-01 -1.93150526e-01 -4.49591067e-01 1.37819396e-01\n", + " -1.24220150e-01 -5.18090032e-01 6.54941976e-02 -1.42255182e-01\n", + " -2.38536691e-01 4.91408862e-01 1.70082304e-02 2.03426574e-03\n", + " -1.81609385e-01 -1.47441371e-01 -4.56984687e-01 -4.98437699e-01\n", + " -6.87273072e-03 1.55987181e-01 4.53404227e-01 2.14031988e-01\n", + " 4.93782894e-01 2.94432909e-01 -2.09978128e-01 -2.61391206e-01\n", + " -8.42933315e-02 -3.75146413e-01 -3.95143941e-01 8.66337077e-02\n", + " -7.07425652e-01 2.89582189e-01 -6.49769676e-02 4.14992683e-01\n", + " -5.88754226e-02 -2.20063268e-02 2.15914058e-01 9.47190736e-02\n", + " -7.47065694e-02 -5.32864218e-01 -3.96978260e-01 -6.23240821e-02\n", + " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", + " 3.36354070e-01 -3.71987911e-01 2.96556671e-01 2.11632910e-01\n", + " -1.87893633e-01 8.62421226e-03 4.75090762e-02 -6.63157674e-03\n", + " 2.41318245e-01 2.63436705e-01 2.40979112e-01 -2.91427339e-01\n", + " -3.59386856e-01 2.27080882e-02 -3.92695920e-02 1.12747765e-01\n", + " -1.33737466e-01 -2.13133991e-01 9.30954183e-02 -1.22560405e-02\n", + " 3.05396484e-01 3.68503910e-01 2.59638763e-01 -3.37013430e-01\n", + " 1.68033283e-01 -3.46463734e-01 -2.82381850e-01 3.69113956e-01\n", + " -1.20311428e-01 2.01048396e-01 -1.14537153e-01 -2.22166595e-01\n", + " 3.63923329e-01 4.96311347e-01 -8.03667618e-02 1.19426042e-01\n", + " 2.56389971e-01 9.85074940e-03 2.52079013e-01 1.91759750e-02\n", + " -1.31205068e-01 2.44532430e-03 -2.79391150e-03 -5.42750606e-01\n", + " 1.60918837e-01 1.81053452e-01 -1.04429791e-01 -3.30920358e-01\n", + " -5.45365195e-02 -1.50768257e-01 7.62358742e-01 -7.91983532e-02\n", + " 3.41142584e-01 -4.86499748e-01 3.75103938e-02 -9.77799700e-01\n", + " -5.84381477e-01 5.30700082e-02 -2.54826919e-01 -6.21074389e-02\n", + " 2.24498365e-01 -2.29007074e-01 -1.03019991e-01 1.14231094e-01\n", + " 7.41442916e-02 2.02858790e-01 -2.11180192e-01 6.91980095e-02\n", + " -4.63887701e-01 2.76600881e-01 1.72308663e-01 -2.10132275e-01\n", + " 4.09071826e-02 -3.55483567e-01 -9.52082437e-02 -8.65655907e-02\n", + " -2.96789690e-02 7.75633275e-02 4.91766134e-01 2.06937262e-01\n", + " 6.45128966e-02 -2.99909328e-01 -1.05218793e-01 5.01500107e-01\n", + " 2.61619723e-02 3.77215607e-01 -3.99972537e-01 3.37289126e-02\n", + " -1.57883882e-03 -1.88473826e-01 2.91323696e-01 -2.06768783e-01\n", + " 2.40732077e-01 2.97622210e-01 -1.04007610e-01 5.41520531e-01\n", + " 3.05922755e-01 2.30721425e-01 9.72240444e-01 1.04906774e-01\n", + " 4.47747405e-01 -1.75747127e-01 1.30545574e-01 -3.47411085e-01\n", + " -1.34904204e-01 -1.33150495e-01 -4.64613337e-01 3.62467932e-01\n", + " -6.44595033e-02 -3.01471596e-01 9.69417030e-02 -1.81981678e-01\n", + " 3.05473841e-02 3.50676499e-01 2.86689263e-01 -6.11386325e-03\n", + " -4.76005079e-01 -8.78101769e-02 8.19295003e-01 2.97915541e-01\n", + " 2.22894978e-01 2.20579544e-02 1.93882708e-01 2.94770384e-01\n", + " 2.96800329e-01 4.73626353e-01 -6.71322676e-02 1.74270703e-01\n", + " -2.92753175e-01 -2.85625309e-01 -2.12765682e-01 4.23823887e-02\n", + " -3.11248596e-01 -1.91744076e-01 -9.08748223e-02 3.67393122e-01\n", + " 3.02189297e-01 -8.61119897e-01 -8.27230712e-02 -4.04247349e-01\n", + " 7.86492848e-01 2.79439186e-01 -2.77682948e-02 9.81112627e-03\n", + " 1.86251849e-01 -7.45372318e-02 -3.83312846e-01 7.06969330e-02\n", + " -2.66461391e-01 -4.05992931e-01 2.45351855e-01 3.13363807e-01\n", + " -5.13653576e-01 8.69156882e-02 -3.03851507e-01 3.11019125e-01\n", + " -5.36454997e-01 3.24417783e-02 9.74533511e-02 -2.58845296e-01\n", + " -8.91845997e-02 4.32352296e-01 2.05022126e-01 -2.65022653e-01\n", + " 2.32881024e-02 -2.02166577e-01 -2.79586889e-01 5.80174942e-01\n", + " 1.91171278e-01 -2.33121803e-01 1.83216968e-01 1.48024873e-01\n", + " 3.66239021e-01 1.71568222e-01 5.73738939e-01 -6.63926191e-01\n", + " 2.73129364e-01 -1.66737511e-01 1.90290263e-01 2.23973047e-01\n", + " 1.36643641e-01 1.07477690e-01 -3.62327201e-01 2.99624383e-01\n", + " 2.12714975e-01 -6.73479006e-02 3.86518939e-01 1.02709371e-01\n", + " -7.09737513e-01 1.82795653e-01 6.86060609e-01 3.79947655e-01\n", + " -5.90891704e-02 3.27657681e-01 -2.14660569e-01 -9.96288861e-02\n", + " -5.93845963e-01 -1.36715321e-01 -2.01602184e-02 8.13965852e-02\n", + " 3.19960782e-01 -4.22218602e-02 5.36972440e-01 1.42214568e-01\n", + " -2.50176796e-01 2.99258185e-01 5.52336004e-01 -3.29253766e-01\n", + " -7.14304793e-01 3.51866045e-01 -1.33956815e-01 -2.67236538e-01\n", + " 3.19611222e-01 -8.04240773e-01 -5.20277902e-01 5.04159324e-02\n", + " 5.66958099e-01 -4.76293315e-01 4.52791908e-01 -6.13886439e-04\n", + " -5.77444149e-01 -7.15576556e-01 -3.90356048e-01 -3.31430260e-01\n", + " 3.47751402e-01 -2.07822344e-01 -4.88208273e-01 -5.14708580e-01\n", + " -8.10493621e-02 1.32504265e-01 2.16391845e-01 3.46890806e-01\n", + " 3.28813453e-01 -1.70602668e-01 -3.45925647e-01 -6.23351890e-01\n", + " -1.82669821e-01 -2.96614812e-01 5.09632888e-01 -2.44356612e-02\n", + " -2.56479562e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", + " 2.34967523e-01 4.18286705e-01 -8.28697308e-01 -5.00999160e-01\n", + " -2.74342215e-01 -2.97073096e-01 1.06906480e-01 -4.04960698e-01\n", + " 2.18249173e-01 -4.10439715e-01 -1.58243552e-02 2.24300476e-02\n", + " 1.28068423e-01 -5.91821079e-02 -9.98226047e-02 -9.49258488e-02\n", + " 2.10429542e-01 -1.26854657e-01 3.67830349e-01 7.75734406e-02\n", + " 7.54034988e-02 -2.58449806e-01 7.73385304e-02 4.36039147e-02\n", + " 2.43651870e-01 1.84592797e-02]\n", + "Found 4520 total galaxies in catalog for cluster 16657\n", + "[ 0.57787372 -0.18646609 0.47584514 ... -0.27555603 -0.23492938\n", + " 0.12734837]\n", + "Found 3419 total galaxies in catalog for cluster 13039\n", + "[ 0.25666629 -0.08595825 0.00495137 ... 0.4031683 -0.22883061\n", + " 0.24806771]\n", + "Found 3478 total galaxies in catalog for cluster 15382\n", + "[ 0.10204049 0.21351061 -0.16300075 ... 0.00927588 0.09306607\n", + " -0.13378937]\n", + "Found 1652 total galaxies in catalog for cluster 17011\n", + "[-0.21214132 0.47610387 -0.18320623 ... -0.08740959 -0.07087565\n", + " 0.2199447 ]\n", + "Found 6842 total galaxies in catalog for cluster 8523\n", + "[ 0.46240308 0.59430692 -0.20745806 ... 0.08804989 -0.12540515\n", + " 0.20523453]\n", + "Found 1652 total galaxies in catalog for cluster 11300\n", + "[-0.02641567 0.01651895 0.20258047 ... 0.61638037 -0.24263329\n", + " -0.00500442]\n", + "Found 6868 total galaxies in catalog for cluster 17462\n", + "[-0.46898861 0.59495044 0.21265341 ... -0.00881185 0.10644044\n", + " -0.12822077]\n", + "Found 1987 total galaxies in catalog for cluster 13025\n", + "[-0.17112607 0.25494626 -0.40278694 ... -0.00270624 0.19862907\n", + " -0.30636958]\n", + "Found 3121 total galaxies in catalog for cluster 21385\n", + "[ 0.32245831 -0.23047502 0.22313184 ... 0.20833703 -0.11583338\n", + " -0.31267003]\n", + "Found 3424 total galaxies in catalog for cluster 20888\n", + "[-0.18587191 0.2009656 -0.27034951 ... 0.07390696 0.12357484\n", + " -0.32799586]\n", + "Found 4303 total galaxies in catalog for cluster 21815\n", + "[ 0.42242782 -0.02125713 -0.23139772 ... 0.12949039 0.1622572\n", + " 0.30548736]\n", + "Found 1483 total galaxies in catalog for cluster 7594\n", + "[-0.31649641 -0.75848559 -0.05043218 ... 0.23430754 0.26393841\n", + " 0.32812388]\n", + "Found 1005 total galaxies in catalog for cluster 21425\n", + "[ 7.74399835e-01 3.26339740e-04 2.64372581e-01 ... 1.85263927e-01\n", + " -2.12275370e-01 -3.16222588e-01]\n", + "Found 8508 total galaxies in catalog for cluster 30553\n", + "[-0.44449465 0.09366119 0.22006408 ... 0.18350303 -0.14555847\n", + " 0.32640704]\n", + "Found 2374 total galaxies in catalog for cluster 11651\n", + "[ 0.03540208 -0.304394 0.19994002 ... 0.397141 0.1320266\n", + " -0.16584072]\n", + "Found 3453 total galaxies in catalog for cluster 27728\n", + "[ 0.59347542 -0.21427645 0.4632276 ... -0.22811455 -0.20146981\n", + " 0.05928831]\n", + "Found 3657 total galaxies in catalog for cluster 30757\n", + "[ 0.29693451 0.38611275 -0.28926536 ... 0.14546627 0.11441397\n", + " -0.21312707]\n", + "Found 5863 total galaxies in catalog for cluster 32634\n", + "[-0.54039764 -0.09551192 0.32637363 ... -0.41407367 -0.14949823\n", + " 0.2596114 ]\n", + "Found 3876 total galaxies in catalog for cluster 33429\n", + "[ 0.05720303 -0.13551222 0.23045971 ... -0.10187624 -0.06322628\n", + " -0.27735324]\n", + "Found 2650 total galaxies in catalog for cluster 15656\n", + "[ 0.4417252 0.81483829 -0.03603866 ... 0.21225409 -0.25639667\n", + " -0.29242835]\n", + "Found 1347 total galaxies in catalog for cluster 29784\n", + "[ 0.32243113 0.13002596 0.24564893 ... -0.08097825 0.22757173\n", + " -0.33720073]\n", + "Found 2554 total galaxies in catalog for cluster 22630\n", + "[ 0.56181447 0.07866958 0.18027475 ... -0.11737921 0.37863276\n", + " -0.05904138]\n", + "Found 1559 total galaxies in catalog for cluster 17777\n", + "[ 0.29184797 -0.23032738 0.25912623 ... -0.17819784 -0.13774879\n", + " 0.18073236]\n", + "Found 2727 total galaxies in catalog for cluster 33569\n", + "[ 0.10032456 -0.18569312 0.07941869 ... -0.39138865 -0.00710725\n", + " 0.01416388]\n", + "Found 2392 total galaxies in catalog for cluster 39996\n", + "[ 0.09773822 -0.24164695 0.02196514 ... -0.24862595 0.16740302\n", + " -0.33765771]\n", + "Found 4344 total galaxies in catalog for cluster 37007\n", + "[ 0.42156408 0.29362266 -0.37470191 ... 0.15528643 0.19650853\n", + " -0.04632037]\n", + "Found 4941 total galaxies in catalog for cluster 25937\n", + "[-0.08560746 0.15255857 -0.32941459 ... 0.02635474 -0.12560845\n", + " -0.32814969]\n", + "Found 1755 total galaxies in catalog for cluster 24386\n", + "[ 0.22951857 0.22294492 0.3801187 ... -0.0817034 -0.04722498\n", + " 0.17678064]\n", + "Found 5448 total galaxies in catalog for cluster 44685\n", + "[ 0.59143941 0.18464193 -0.46607829 ... 0.1780916 0.19298336\n", + " 0.0562919 ]\n", + "Found 3105 total galaxies in catalog for cluster 48725\n", + "[-0.20609457 0.47507296 0.42057431 ... -0.29535285 -0.12527403\n", + " -0.14960155]\n", + "Found 2631 total galaxies in catalog for cluster 27260\n", + "[ 0.29288365 -0.22416677 0.15344121 ... 0.07302322 -0.19373682\n", + " -0.09877115]\n", + "Found 2108 total galaxies in catalog for cluster 35316\n", + "[-0.16747035 0.81373811 0.37153557 ... -0.40295261 0.13334764\n", + " -0.27408816]\n", + "Found 1696 total galaxies in catalog for cluster 59428\n", + "[-0.10567348 -0.44182336 0.37064304 ... -0.24494628 -0.19486009\n", + " -0.21822688]\n", + "Found 2574 total galaxies in catalog for cluster 25976\n", + "[ 1.11084390e-01 -2.17996655e-01 -1.79949449e-04 ... -4.34307211e-01\n", + " -1.06246399e-01 -1.64348834e-01]\n", + "Found 3405 total galaxies in catalog for cluster 31596\n", + "[-0.13789467 0.3360284 0.43679533 ... -0.10241494 -0.19251326\n", + " -0.18635589]\n", + "Found 6439 total galaxies in catalog for cluster 26346\n", + "[ 0.05561808 0.59199334 0.0073064 ... -0.2685966 -0.2305854\n", + " -0.10088378]\n", + "Found 3450 total galaxies in catalog for cluster 36608\n", + "[ 0.59637785 -0.22335605 0.30604851 ... -0.24507671 -0.17460524\n", + " 0.15965588]\n", + "Found 3956 total galaxies in catalog for cluster 26938\n", + "[ 0.59207536 0.18385979 -0.01549692 ... 0.14771541 0.02292563\n", + " 0.12189737]\n", + "Found 1903 total galaxies in catalog for cluster 74483\n", + "[ 0.2775765 0.0541906 0.1279894 ... -0.24333836 -0.21848731\n", + " 0.0805656 ]\n", + "Found 3107 total galaxies in catalog for cluster 62882\n", + "[-0.03701776 0.30365894 0.05584891 ... 0.22583948 -0.32169655\n", + " 0.02876253]\n", + "Found 1008 total galaxies in catalog for cluster 25770\n", + "[ 0.19023681 0.40650603 0.28964907 ... 0.33159684 -0.22721098\n", + " -0.0094058 ]\n", + "Found 778 total galaxies in catalog for cluster 59302\n", + "[ 0.38763298 0.33694624 0.17130114 -0.7030548 0.24378214 -0.22269186\n", + " 0.40164782 -0.27547922 0.26924963 -0.61000134 -0.23628396 -0.30566011\n", + " 0.02172561 0.04313036 -0.2986062 -0.11466389 -0.23479355 -0.44337496\n", + " -0.26802347 0.0784719 -0.09492092 0.32068741 0.02909219 0.44277981\n", + " 0.07038634 0.5095375 0.18796747 0.26008881 0.09355411 0.32192252\n", + " -0.33853814 -0.09470466 0.00247695 0.04180105 0.18522099 -0.25812554\n", + " -0.0543298 0.36346585 0.21198017 0.35506001 0.33517868 -0.32820281\n", + " 0.07406006 -0.32141772 -0.15099652 0.0907061 0.45148195 0.16928475\n", + " 0.42209082 0.51149141 0.32698059 -0.18221191 0.02842676 0.0689814\n", + " 0.12348319 0.10156645 0.6228635 0.36348173 -0.32800736 -0.25535533\n", + " -0.18255867 0.60669639 0.08477134 0.1198197 -0.31012021 -0.14533782\n", + " -0.01550789 -0.37800637 -0.34966885 -0.08782263 -0.34420816 -0.17200108\n", + " -0.32008204 0.31496187 -0.14614869 -0.22060788 -0.54003087 0.25255217\n", + " -0.20952503 0.24461428 -0.04426422 -0.04137426 -0.2551041 0.537203\n", + " -0.48886107 -0.21728589 -0.12106819 0.36754358 0.27459747 -0.00707254\n", + " 0.15718581 0.12520441 0.02136897 -0.48273741 -0.16635369 0.02193862\n", + " 0.53835356 -0.13711032 -0.02734242 -0.38910976 0.05094044 0.39963823\n", + " -0.12488541 -0.31739224 0.17885544 -0.04492413 0.06504405 0.34537829\n", + " -0.25705054 -0.56101613 -0.97496748 0.15138747 0.22664667 0.20665064\n", + " 0.00477593 0.04223977 -0.32309503 0.39484615 0.21510828 0.40938294\n", + " 0.0451084 0.22695703 0.01532318 -0.31080239 0.87623125 0.45795038\n", + " 0.25256266 -0.02257178 0.22401927 0.09883266 -0.1086906 -0.28928621\n", + " 0.43618679 -0.08740963 0.0477394 0.40899714 -0.0906069 0.00826097\n", + " 0.06861162 0.04063336 0.28415875 -0.46260578 0.16850755 0.29128135\n", + " -0.33138379 -0.28173847 -0.30088395 -0.03142653 -0.40672613 -0.05914295\n", + " -0.60693122 -0.16901032 0.39975389 -0.08099926 0.20909812 -0.19122324\n", + " -0.26647362 -0.12622183 -0.75265825 -0.12747101 -0.30215194 -0.63700247\n", + " 0.29843372 -0.17612195 -0.30967274 -0.01736444 -0.06133338 -0.52266851\n", + " 0.01880755 -0.26037748 0.23806617 0.27752927 -0.5520098 0.58422355\n", + " 0.3776747 -0.64445923 -0.49961328 0.06303165 -0.3404986 -0.19415891\n", + " -0.04363727 -0.30838742 0.02448679 -0.26141886 -0.28738742 0.24023964\n", + " 0.17604624 -0.10309753 -0.7559602 -0.07933411 -0.44238276 0.01583645\n", + " 0.23414524 0.40894069 -0.12016379 0.28198139 -0.05795284 -0.26107812\n", + " -0.10356654 0.17228946 0.11320941 0.317724 -0.33584669 -0.26005461\n", + " -0.02946413 0.1843659 -0.1126654 0.06988115 0.28158928 -0.20842448\n", + " 0.01943581 -0.22711729 -0.33730091 0.29580351 -0.01762769 -0.25832141\n", + " 0.43168148 0.21386653 0.02569163 0.01602169 0.32854664 0.29035691\n", + " -0.73696682 0.47097971 -0.40613214 -0.51250828 -0.86738224 0.18012505\n", + " -0.30059596 0.53010665 -0.06280792 0.19503184 -0.65127326 -0.46928334\n", + " 0.09107219 0.20129462 -0.08199439 -0.1149956 -0.2171461 -0.09427361\n", + " 0.45022495 -0.16050412 -0.10290788 -0.53069129 -0.08338951 -0.39278575\n", + " -0.27586226 0.60249155 -0.06766247 -0.05716552 0.17456554 0.19610757\n", + " 0.11287448 0.4619246 0.15183532 0.50665203 0.19338427 0.09905482\n", + " -0.21887791 0.34019513 -0.05872421 0.16835089 0.28341029 -0.10651477\n", + " -0.13148241 -0.06035347 0.18015199 0.3020353 -0.34408567 -0.00200049\n", + " -0.19273532 0.2864748 0.15184271 0.63329698 -0.09764238 0.03218005\n", + " 0.07543087 0.14838595 0.49961322 0.22714575 0.03949269 0.15854617\n", + " -0.00128597 -0.06178901 -0.09160233 0.65309771 -0.47907369 0.25008195\n", + " -0.97603656 -0.06133854 0.480196 -0.02978087 -0.48956058 -0.0677284\n", + " 0.00467573 -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452\n", + " 0.36909401 0.14231269 -0.06220433 0.24610634 0.11134908 0.24047602\n", + " -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705 0.70353935\n", + " 0.26278817 -0.39411269 0.27993593 -0.02997445 0.42350423 -0.21027237\n", + " -0.00476224 0.14144592 -0.26590064 -0.08597748 -0.01091568 0.43467588\n", + " 0.02584536 -0.1764528 -0.26703644 -0.22658026 0.17817805 -0.13878797\n", + " 0.44455686 -0.29317833 -0.21145343 0.41651161 -0.24329167 -0.00288695\n", + " -0.42466294 -0.40115811 -0.23353144 -0.17270076 -0.37587737 0.55370774\n", + " -0.12788435 -0.30051643 0.05153701 0.10664946 -0.85348321 -0.01928962\n", + " -0.26784695 0.40589241 0.15939806 0.11081399 -0.28810845 0.2298593\n", + " 0.64478498 -0.11655647 -0.40672256 -0.58286455 -0.12801189 0.33227331\n", + " 0.23909264 -0.06030558 0.44904955 0.50240183 0.31097719 -0.33340191\n", + " 0.0998535 0.08917471 -0.6456662 0.30327284 0.15520685 0.51225527\n", + " 0.48818978 0.2296761 -0.03873786 0.32373473 -0.14305066 0.05910027\n", + " -0.06596952 -0.2526311 0.13302719 -0.00270377 0.45220135 0.20014768\n", + " -0.06265121 -0.14409919 0.16573367 -0.06629182 0.18805569 -0.3882322\n", + " 0.0691546 0.04009703 -0.2182302 0.06633279 -0.11919668 -0.52955455\n", + " -0.03315316 -0.32243813 0.15925049 0.1921269 -0.46149467 0.31760904\n", + " 0.16027228 -0.09159386 -0.0047224 -0.27918361 0.78981834 0.04198187\n", + " 0.25204295 -0.37136413 0.25566216 -0.11283529 -0.30054139 0.27887194\n", + " 0.51496013 -0.1491137 0.24207707 -0.09855049 -0.48714799 -0.00349147\n", + " -0.16765788 0.15153627 0.32906012 0.27132893 -0.03437923 0.36345961\n", + " -0.53534567 -0.06419938 -0.35727209 0.37453369 0.02862477 -0.30940367\n", + " -0.7016124 0.40758784 0.2886936 -0.11693672 0.4838847 -0.23183956\n", + " 0.61783619 -0.24275999 0.71624778 -0.04851256 0.09743434 0.08020081\n", + " 0.22820985 -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789\n", + " -0.03800425 -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536\n", + " -0.01248452 -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163\n", + " 0.49517426 -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017\n", + " 0.1140784 0.06848525 0.00745635 -0.59196988 0.5698269 -0.77582658\n", + " 0.19018918 -0.54949149 0.27892862 -0.11721174 0.01372189 -0.19826843\n", + " -0.16820493 0.09408494 0.42709648 0.44531959 -0.23617979 -0.01771833\n", + " 0.54348613 -0.42291197 0.00604222 0.23991114 -0.1156619 -0.27535409\n", + " -0.0730514 0.08619012 0.28103851 0.0759593 0.5787172 -0.29581529\n", + " 0.40233924 -0.67544697 -0.27618368 0.0807007 0.47662885 0.80014144\n", + " 0.0331896 0.01128167 0.84118728 -0.00860522 -0.19407331 0.06681775\n", + " -0.66630301 -0.13487112 0.6073306 -0.17733756 -0.06844052 -0.05078984\n", + " -0.32472552 -0.74783914 -0.28950767 -0.10484004 0.16928471 -0.3158421\n", + " -0.75437396 -0.29700701 -0.06707425 0.24155822 -0.6070033 0.40440298\n", + " 0.48225626 -0.36403539 -0.17369476 -0.1402689 0.60337631 0.20819399\n", + " -0.23068501 0.09346703 -0.61638529 -0.13664081 0.42352969 -0.21968719\n", + " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", + " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.20449139\n", + " -0.06275295 -0.01737246 -0.13441127 0.28388974 -0.42624492 0.40878183\n", + " 0.17816298 -0.59018023 0.00332248 -0.05265709 -0.00638788 0.30820818\n", + " -0.33900044 0.33941315 -0.57128401 0.79917338 0.36769866 0.49717718\n", + " 0.02101731 -0.07320512 -0.24801392 0.0105963 0.31622004 -0.04802494\n", + " 0.08124256 0.45415854 0.31823153 -0.15866534 -0.11144083 -0.28665125\n", + " 0.22047085 -0.26362738 -0.07177424 0.49628657 -0.42295375 0.33278329\n", + " 0.34553862 0.57098034 -0.05633348 0.02369362 0.1739338 -0.34227206\n", + " -0.27525552 0.12538579 0.449764 -0.24946475 -0.55895513 0.17739929\n", + " 0.06274196 -0.07408034 0.00206934 -0.18555698 -0.17727417 0.32015989\n", + " -0.55777228 -0.2232127 0.17613297 -0.19189203 -0.24671479 0.20660264\n", + " 0.41623246 -0.71283104 0.07052816 -0.33223808 -0.13506834 -0.07978173\n", + " -0.00495612 -0.36030836 -0.09038704 -0.37699333 -0.18169498 0.47563459\n", + " 0.00743442 -0.42778468 0.24916695 0.28785238 -0.25828662 0.27037893\n", + " 0.29947667 0.12540593 -0.57230805 -0.17215418 0.76791478 0.54260941\n", + " 0.00451269 0.08829456 -0.49599681 0.12552144 0.29437735 -0.24427217\n", + " 0.00521472 -0.13823206 0.08853049 -0.09971871 0.32521805 0.03693578\n", + " -0.36513035 -0.38362263 0.57654927 0.52602136 -0.03275276 0.17764793\n", + " -0.31210603 -0.2476294 -0.11811441 -0.12380013 -0.09616751 -0.24961409\n", + " -0.08062807 0.13297211 0.11326318 0.41340508 -0.18790088 -0.47464831\n", + " 0.15100134 0.11081162 0.05093718 0.08338737 -0.24053852 0.17821214\n", + " -0.21090406 0.20661209 0.02156347 0.38202435 -0.36551322 0.22270046\n", + " -0.11441994 -0.40599494 -0.23845091 0.03097259 -0.79225468 -0.0461534\n", + " -0.51271033 -0.69333947 -0.10715767 0.10399956 -0.6925749 -0.5450986\n", + " 0.39353552 -0.27663313 -0.80693118 0.0973963 -0.2489656 -0.3762908\n", + " 0.51416824 -0.08068194 -0.34819781 0.31418108 -0.3129743 0.08919813\n", + " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 0.29549733\n", + " -0.13036097 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281\n", + " -0.09733946 0.21768126 -0.00738029 0.26770758 -0.04257858 0.64934433\n", + " 0.6012541 0.34193981 0.22159095 0.22760763 -0.52321125 -0.04816206\n", + " 0.54969506 -0.22052851 0.15482333 0.45673363 -0.10586041 -0.22419676\n", + " 0.38532588 0.33503145 -0.24407898 0.09987012 0.53633373 0.66201625\n", + " 0.06799898 -0.3175067 0.18451241 0.38248772 -0.08040749 -0.63261478\n", + " -0.38046399 0.34032383 -0.6625084 -0.55454228 -0.64649552 0.13287805\n", + " -0.27607463 0.13431635 0.25907102 0.03548466 -0.02901425 -0.21811736\n", + " 0.4332871 -0.10841417 -0.36082228 -0.30657611 -0.03256143 0.56831397\n", + " 0.02105735 -0.23947836 -0.48431863 -0.17336334 0.44250774 -0.09949431\n", + " 0.18771043 0.39373369 0.24748163 0.70702928 0.2749094 -0.32800499\n", + " -0.5873423 -0.20379784 -0.43748237 0.2853825 ]\n", + "Found 1511 total galaxies in catalog for cluster 53335\n", + "[-0.20820939 0.22643546 0.38943134 ... -0.38182703 0.03097582\n", + " -0.16006497]\n", + "Found 928 total galaxies in catalog for cluster 23919\n", + "[ 3.38066772e-01 -7.08955253e-01 8.92837301e-02 -6.77527732e-02\n", + " 4.03021091e-01 8.66369705e-02 -7.30961727e-02 -3.52201050e-02\n", + " -1.28309087e-01 -1.88834700e-01 1.38152848e-01 2.19792290e-01\n", + " -3.07258506e-01 -2.32364555e-01 3.17133817e-01 6.79627137e-01\n", + " 2.86239211e-01 -1.43564100e-01 3.09592479e-01 -1.06573132e-01\n", + " -2.31038710e-01 5.62582051e-01 -8.08267865e-02 1.84192877e-01\n", + " -1.15596334e-01 -1.50339250e-01 5.86417923e-01 -7.06652559e-01\n", + " -8.83042865e-02 4.31150164e-01 2.34827561e-01 -4.73739282e-01\n", + " -2.46242440e-01 4.94388059e-02 3.59431508e-01 1.69573191e-01\n", + " 2.78345106e-01 5.09461963e-01 -2.49557713e-01 9.93323578e-02\n", + " -4.08478725e-01 -4.25880081e-01 -2.03159763e-02 -3.11427399e-01\n", + " -6.76058596e-02 2.36145276e-01 1.11234380e-01 1.18420143e-02\n", + " -4.47941190e-01 -5.18291071e-01 -1.66941346e-01 -4.39376251e-01\n", + " 5.40346834e-01 -1.97384130e-01 -6.12956095e-01 -5.61563680e-01\n", + " 2.09740061e-01 -4.48298897e-01 1.37759292e-02 -2.68657836e-01\n", + " 5.81351368e-02 3.34243353e-01 -6.00598124e-01 -6.71305928e-02\n", + " -8.97140070e-01 8.32752933e-01 1.59847260e-02 1.44737903e-01\n", + " -1.64719256e-01 -5.22041196e-01 -1.65704070e-01 3.76341425e-01\n", + " 5.44827963e-02 2.21047017e-01 1.34956967e-01 2.07795873e-01\n", + " -2.48274015e-01 2.65412453e-01 -1.02309719e-01 1.40536119e-01\n", + " 3.20902002e-01 -3.24779206e-03 -7.34021593e-02 -3.35650913e-01\n", + " 6.57548247e-01 -4.11071755e-01 1.91881088e-01 3.02731745e-01\n", 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-9.61417913e-02\n", + " 4.11235200e-01 2.61196816e-01 -1.76669376e-01 -4.69756762e-01\n", + " 1.79710914e-01 1.93454147e-01 -1.75334610e-01 -2.13255002e-01\n", + " 6.89028586e-02 1.77330417e-02 5.13364819e-01 1.65377955e-01\n", + " -7.63189555e-03 -5.05683936e-02 1.24244448e-01 -4.99286598e-01\n", + " 1.22111123e-01 -1.57093841e-01 3.43981973e-01 1.98149267e-01\n", + " -2.49822127e-01 4.52957049e-01 -1.57500037e-01 -6.17750571e-01\n", + " 2.15225425e-01 4.89675733e-01 2.02850366e-01 3.36380844e-01\n", + " 3.38036218e-01 2.53218899e-01 8.51686593e-02 -1.11228987e-01\n", + " 8.81934678e-01 3.55745609e-01 3.27104720e-01 -3.73052359e-01\n", + " 4.18838857e-02 -3.26093510e-01 -2.55181308e-01 2.98932535e-01\n", + " 1.32237610e-01 -6.91285446e-01 -3.52370699e-01 -2.53755110e-01\n", + " 3.07805128e-01 2.69001871e-01 -5.11147349e-01 1.33735423e-02\n", + " -3.81815650e-01 -5.13788048e-01 -1.94370714e-01 2.34678885e-01\n", + " -5.09107018e-01 -1.91136826e-02 -2.93222945e-01 -4.66074487e-01\n", + " -1.58007176e-01 -1.76199255e-01 -1.85273678e-02 2.17827931e-01\n", + " 4.51695199e-02 1.00878477e-01 -2.71700698e-01 1.68763181e-01\n", + " 4.79176616e-01 -5.21598362e-01 -4.22880154e-01 1.35914553e-01\n", + " -3.60985840e-02 -3.19118683e-02 -6.36025654e-01 3.50316968e-01\n", + " 2.53611152e-01 2.82788655e-01 3.70194993e-01 2.08444555e-01\n", + " 3.93250606e-01 -2.55947696e-01 -1.59025662e-01 2.20679446e-01\n", + " 3.11629596e-01 1.86285855e-02 5.31726933e-01 -2.32821159e-01\n", + " 3.47375325e-01 -5.01788587e-01 -1.88078563e-01 -4.13946629e-01\n", + " 5.81888540e-01 3.53802686e-02 -8.45006907e-02 4.49260021e-02\n", + " -3.07036288e-02 -9.50360018e-02 2.02851041e-01 -2.14072949e-01\n", + " 3.89271492e-01 4.86958991e-02 5.60708245e-01 -9.07633920e-05\n", + " -5.50044156e-01 -4.31455726e-02 1.89339860e-02 2.07746640e-01\n", + " -1.69481030e-01 3.43171003e-02 5.84377226e-01 -2.38208859e-01\n", + " -5.95323107e-02 7.99670228e-02 -1.77986489e-01 -2.55602804e-01\n", + " -9.47692854e-03 5.02193835e-01 -1.42625462e-01 -2.73939472e-01\n", + " 2.21198307e-01 -2.96216061e-01 -2.09332280e-01 2.35275098e-01\n", + " -1.79251360e-01 1.10862956e-01 2.26436931e-01 2.42606850e-01\n", + " 3.51486256e-01 -5.40816916e-01 3.03389868e-01 -3.55526569e-02\n", + " 1.66326767e-01 1.94661411e-01 1.17315373e-01 -3.46810234e-01\n", + " -4.54448506e-02 -3.88206836e-02 -1.67631299e-01 1.64760601e-01\n", + " -3.36132725e-02 -2.00992709e-01 4.28711297e-01 3.88070300e-01\n", + " 2.19547166e-01 -1.82569561e-02 -2.58134995e-01 8.44571821e-02\n", + " 2.25543321e-01 -1.53290143e-01 -2.31306765e-01 1.17463708e-01\n", + " 4.07263881e-01 -3.79275964e-01 2.42066903e-01 -3.20678611e-01\n", + " -5.94705318e-02 -1.00731166e-01 -1.75887072e-01 2.51062035e-01]\n", + "Found 4012 total galaxies in catalog for cluster 16567\n", + "[ 0.2089247 0.17266089 -0.34434815 ... -0.06819804 0.0441848\n", + " -0.23963409]\n", + "Found 2882 total galaxies in catalog for cluster 41321\n", + "[ 0.47751855 0.22415221 -0.26511433 ... -0.10618633 0.02656581\n", + " -0.32176661]\n", + "Found 791 total galaxies in catalog for cluster 52141\n", + "[-1.77292967e-01 -3.91376591e-01 6.06649002e-02 5.69768570e-01\n", + " -5.88214092e-01 2.08517798e-01 -6.37426378e-01 -3.95672366e-01\n", + " 4.98130934e-01 -5.09176100e-01 -1.14424377e-01 7.20202920e-01\n", + " 6.39277598e-01 9.20873999e-02 -4.24467441e-01 -6.02616704e-02\n", + " -2.63669474e-01 5.15284325e-02 -1.36685944e-01 -2.05319626e-01\n", + " 3.81533014e-01 -1.27063851e-01 -2.34217248e-01 -1.29953051e-02\n", + " -2.46765754e-01 4.49172678e-01 -5.65338473e-02 2.42382327e-01\n", + " -6.83315078e-02 2.52467599e-01 -1.08777012e-01 2.79851548e-01\n", + " 3.50990731e-01 8.05166207e-02 -2.96247412e-01 1.06222230e-01\n", + " 4.04000839e-01 7.51038634e-02 -6.88205867e-01 -1.44893543e-01\n", + " -2.70216837e-01 5.53724286e-02 1.57348160e-01 -1.57494951e-01\n", + " 2.17977942e-02 2.20344667e-01 5.49921027e-02 -9.90524361e-02\n", + " 3.31112102e-02 -3.78464898e-02 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1.33470084e-01\n", + " 2.35377711e-02 -4.09262406e-01 4.48061995e-01 -4.36430081e-01\n", + " 2.34708919e-01 -1.63441864e-01 -1.90477519e-01 -5.06808003e-02\n", + " 5.64659844e-02 1.95031879e-02 3.36351434e-01 -2.80979259e-01\n", + " -3.82277192e-01 -2.60441899e-01 4.68674279e-01 -6.31994021e-01\n", + " -2.11709354e-01 1.44952094e-01 -4.39894207e-02 7.59649596e-01\n", + " 4.42387780e-01 4.91873324e-02 2.34065474e-01 -4.12051347e-01\n", + " -8.89800673e-01 -7.80779463e-01 9.54817745e-02 3.99955541e-01\n", + " -9.93161078e-02 2.80915105e-01 3.09253430e-02 9.84980288e-02\n", + " 1.19236306e-01 -1.76698515e-02 5.16225418e-02 1.92101310e-02\n", + " -3.01644817e-01 5.89748485e-02 7.00903075e-02 3.27113408e-01\n", + " -1.52004178e-01 1.25017588e+00 -2.30741704e-01 2.44482798e-01\n", + " 6.25757467e-01 -8.45798796e-01 1.62438868e-01 6.79246007e-01\n", + " -3.14864410e-01 -3.03876691e-01 3.47251708e-01 -1.66400609e-02\n", + " 6.55816927e-02 5.06073131e-01 -2.14312395e-01 -2.33194043e-01\n", + " 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2.12041076e-01\n", + " 4.60290106e-02 2.32956230e-01 -3.07137468e-01 -2.07118346e-01\n", + " -5.91419841e-01 3.67746179e-01 6.41436508e-01 2.69599338e-01\n", + " 7.63905458e-01 -4.20281201e-01 9.44870256e-03 6.01530416e-01\n", + " -5.93219403e-02 -2.17125700e-01 1.35783029e-01 -8.93230406e-02\n", + " -1.80012822e-01 -2.65218337e-01 1.88610071e-01 4.35727281e-01\n", + " 5.01202959e-01 -2.37337275e-01 -5.43141975e-05 -6.29284498e-01\n", + " -6.16965665e-02 4.70037613e-01 2.90838111e-01 -7.07203418e-02\n", + " -1.65197997e-02 2.32431636e-01 -2.59173134e-01 1.06649073e-01\n", + " -4.75228539e-01 4.10994596e-01 4.54437776e-01 -4.84688226e-02\n", + " 2.55751180e-01 1.13073583e-01 2.97365063e-01 -3.21251547e-01\n", + " -1.49166815e-01 2.59918226e-01 2.66794776e-01 -7.53377817e-02\n", + " -1.44669168e-01 -1.77192423e-01 2.91581263e-01 -8.81725085e-04\n", + " 2.91327257e-01 -1.06196392e-02 -6.49560716e-02 -2.07656114e-01\n", + " -1.40637158e-01 1.51580103e-01 1.00477603e-01 -1.11294362e-01\n", + " 4.08067575e-01 -4.79902598e-01 -5.32804466e-01 3.20164781e-01\n", + " -3.29108327e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", + " -5.09190666e-01 3.37617138e-01 2.10275109e-01 -4.44383785e-01\n", + " 1.13373106e-01 -1.72347369e-01 -3.20640018e-01 -3.07277145e-01\n", + " -8.08659138e-03 -4.39120922e-02 -5.19920038e-01 -3.59081903e-01\n", + " 5.41263940e-01 1.09294953e-01 -2.24767777e-01 -2.74104920e-01\n", + " -4.90907508e-01 3.15899278e-01 1.68199478e-01 4.25376954e-01\n", + " -1.69133381e-01 1.26618447e-01 -4.12192081e-01 -5.15084398e-02\n", + " -2.74536077e-01 -1.41819760e-01 5.33813975e-01 1.99366444e-01\n", + " 2.27249070e-01 4.79397054e-01 5.89844484e-05 3.69576867e-02\n", + " -2.80343072e-01 4.04987601e-01 -1.92630740e-01 -3.25934006e-02\n", + " -3.60694621e-02 -9.15579191e-03 2.03596589e-01 2.21979030e-01\n", + " -1.72218659e-01 -1.71294601e-01 2.01169475e-01 2.51860343e-01\n", + " -2.62185824e-02 1.11119870e-01 1.71559876e-01 -2.59791974e-01\n", + " 2.44491648e-01 -6.15047486e-01 2.32536039e-01 -2.22251264e-01\n", + " -2.75015978e-01 4.24332834e-02 6.93559676e-02 -3.14343380e-01\n", + " -3.17186023e-01 3.66805243e-01 4.35436847e-01 3.64999399e-01\n", + " 5.21674957e-01 -1.09780796e-01 6.89130287e-02 1.71711468e-01\n", + " 2.84271190e-01 -2.61131575e-01 -1.85419220e-01 -3.06943837e-01\n", + " 1.82112265e-01 -1.46982948e-01 -3.40442833e-01 9.01613012e-01\n", + " -8.41016186e-02 -5.11205528e-02 1.80145650e-01 1.13662997e-01\n", + " -4.53956006e-01 1.76312907e-01 1.18880604e-01 4.07569854e-01\n", + " -6.81787137e-01 1.51448017e-01 1.92799165e-01 -5.36218516e-02\n", + " 3.94301712e-02 -3.65260741e-02 1.51585816e-02 2.47051692e-01\n", + " 1.57805245e-01 8.69978425e-01 1.50474125e-01 4.47281140e-01\n", + " -1.50650691e-01 -4.48060776e-01 -3.81810528e-01 7.71480380e-01\n", + " 1.74554529e-01 8.30143010e-02 8.44898038e-02 -2.94729230e-01\n", + " -1.21469678e-02 2.68927782e-01 2.88141827e-01 2.85040776e-01\n", + " 3.61266601e-01 2.66090586e-01 8.34683104e-03 -3.63512642e-01\n", + " 5.53708965e-01 -2.58505495e-01 8.81540401e-02 -5.42109493e-01\n", + " 4.12258734e-01 3.14216105e-01 5.12472600e-01 1.30278866e-01\n", + " -3.49224746e-01 2.50176959e-01 1.26971845e-01 -4.68310967e-01\n", + " 1.24310377e-01 8.30235627e-02 2.55160227e-01 3.91974675e-01\n", + " 6.60360475e-02 2.13747953e-01 -3.99561572e-01 -6.92255788e-01\n", + " -1.63728374e-01 -2.97647517e-01 2.47068833e-01 3.03471616e-01\n", + " -2.64852749e-01 8.85174463e-02 1.45715178e-01 3.98430772e-01\n", + " 4.33591824e-01 4.52333178e-01 -1.48419932e-01 -2.19191275e-01\n", + " 3.43360432e-01 -1.31421654e-01 -1.49166803e-01 -1.92958706e-01\n", + " 1.15474126e-01 6.01020545e-01 3.18672384e-01 1.14239570e-01\n", + " -6.82628325e-01 -2.01464524e-02 1.17934940e-01 5.20799015e-02\n", + " -1.13942098e+00 -5.63030219e-02 -4.18572846e-02 -1.19843045e-01\n", + " 3.63728272e-01 -1.32498725e-01 -5.16175287e-01 -2.08620502e-01\n", + " -7.35240745e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", + " -4.72948073e-02 -1.10361259e-02 5.30783135e-01 1.55113670e-01\n", + " 1.43326133e-01 -1.71056053e-01 -1.22872076e-01 2.81384844e-02\n", + " -6.17441379e-02 2.07384936e-02 -2.68485521e-01 4.68472316e-01\n", + " 4.45247850e-01 -6.19279247e-01 -4.69556275e-01 4.86223519e-01\n", + " 2.39354528e-01 2.39302038e-01 2.33997552e-01 4.45484672e-01\n", + " -2.64225472e-01 2.22683996e-01 3.83943560e-01 -2.32054052e-02\n", + " 2.61769392e-01 9.53702369e-02 1.15801699e-01 2.62527831e-01\n", + " -7.64658073e-02 5.33537373e-01 3.36616618e-01 3.86966321e-01\n", + " 5.98052266e-01 2.06759360e-01 -1.44101762e-01 2.10181097e-01\n", + " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", + " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", + " -6.48773592e-01 -1.79526154e-01 -3.29658738e-01 -5.57228790e-01\n", + " 2.79462845e-01 -3.94914597e-03 -2.63385536e-01 8.29324204e-01\n", + " 2.37231522e-01 8.37763589e-01 -3.00912693e-01 -4.20259697e-01\n", + " 1.54961282e-01 2.32178988e-01 5.93353305e-02 -4.80078810e-01\n", + " 1.07422990e-01 -4.36701546e-01 4.13344377e-01 -1.58888932e-01\n", + " -3.59229758e-01 -4.17328058e-01 1.92005679e-01 5.36666215e-01\n", + " 5.30034150e-01 1.84776971e-01 2.62347154e-01 -2.41910415e-01\n", + " -6.35698459e-01 -3.47494183e-01 5.34225310e-01 2.43435223e-01\n", + " -2.83676563e-01 -1.30874481e-01 9.46973462e-02 -1.88493048e-02\n", + " -1.56890014e-01 5.11022267e-02 -2.72804223e-01 6.07522286e-01\n", + " -3.71239525e-01 -2.10626795e-01 4.94806703e-02 -8.84129604e-02\n", + " -2.09509918e-01 3.43759434e-01 -3.92417402e-01 -7.42985075e-02\n", + " 2.97974353e-01 -1.02761075e-01 -2.38287635e-01 -1.13685275e-01\n", + " -1.27049356e-01 -4.40224282e-01 3.87510820e-01 -1.68653818e-02\n", + " 4.49051852e-01 3.09895989e-02 3.85612333e-01 -5.79324259e-01\n", + " -5.60514154e-01 1.16616949e-01 6.66893407e-02 -3.02843778e-01\n", + " -3.46694500e-01 -3.84701160e-01 3.60311484e-01 1.52753814e-01\n", + " 5.01229527e-01 -1.73918874e-01 -2.08270675e-03 1.10054668e-01\n", + " -8.26184074e-01 3.12984778e-01 -3.12989690e-02 -4.43385814e-02\n", + " 3.86676960e-01 -5.02726612e-01 7.02721924e-02 2.15791283e-01\n", + " -4.46954478e-01 8.34947263e-01 -1.29450525e-01 -2.93510832e-01\n", + " 2.84363258e-01 -6.61954039e-01 -1.68176555e-01 -1.72157576e-01\n", + " -4.75289657e-01 -3.99899556e-02 2.85052401e-01 4.00064410e-01\n", + " 2.64690433e-01 2.37683363e-01 2.88702001e-01 5.18483573e-01\n", + " 2.31732992e-01 -2.76751355e-02 4.44016533e-04 -1.12145639e-02\n", + " 2.82768153e-01 -3.13070992e-01 -2.02829395e-02 4.30493023e-01\n", + " 3.78878204e-01 -4.10482925e-01 -4.90912408e-01 1.88549415e-01\n", + " 8.90452635e-03 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", + " 3.27943543e-01 4.72754813e-01 4.98134514e-01 5.26447239e-02\n", + " 2.19893662e-01 1.55302029e-01 -1.19801301e-01 6.65261375e-02\n", + " -1.01574557e-01 -3.49992686e-01 5.27695197e-01 2.26004877e-01\n", + " 1.50112486e-01 3.45805666e-01 -3.39501383e-01 -5.20106555e-01\n", + " -3.14519208e-01 4.87172587e-01 -4.36035550e-01 5.66649855e-01\n", + " 1.66969524e-01 3.36258611e-01 -5.75334459e-02 -2.96172387e-02\n", + " -5.79424651e-01 -8.04597561e-02 2.21192724e-01 -1.84772811e-01\n", + " 5.22038995e-03 -2.29602658e-01 6.60662368e-02 -2.83020146e-02\n", + " -2.03033035e-01 -3.73395307e-01 2.21503263e-01 -6.28760588e-01\n", + " -2.38386847e-01 -4.55686541e-03 4.38873624e-01 -4.75834883e-02\n", + " -3.32695498e-01 1.77603802e-01 1.64736714e-02 -1.93081677e-01\n", + " 1.97832726e-01 2.64282618e-01 1.94827335e-01 1.03604566e-01\n", + " -8.12307426e-02 2.64906022e-01 -4.29629729e-01 -1.18179006e-01\n", + " -2.28505654e-01 -3.73452490e-01 -3.53983599e-01 1.77091364e-02\n", + " 2.20917979e-01 2.29760530e-01 4.22849655e-01 -9.65144916e-03\n", + " 1.54853784e-01 -5.04497049e-02 9.43316912e-01 3.64099114e-01\n", + " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02\n", + " 4.96634900e-02 -2.22114634e-01 -2.26913377e-02]\n", + "Found 3045 total galaxies in catalog for cluster 52451\n", + "[ 0.55218165 0.28250305 0.051724 ... -0.0441815 0.09085065\n", + " 0.10740707]\n", + "Found 1697 total galaxies in catalog for cluster 51057\n", + "[ 0.28275136 -0.42657209 -0.08416496 ... 0.25004617 0.40571457\n", + " -0.19426954]\n", + "Found 2968 total galaxies in catalog for cluster 14210\n", + "[ 0.28030029 0.12090656 0.17583674 ... -0.24344883 0.18379\n", + " -0.08611869]\n", + "Found 3194 total galaxies in catalog for cluster 33410\n", + "[-0.30022419 -0.16874144 0.22385079 ... -0.37206719 0.14518521\n", + " -0.28379434]\n", + "Found 3816 total galaxies in catalog for cluster 78132\n", + "[-0.40962582 -0.33066473 0.08261277 ... -0.26750286 0.18975939\n", + " -0.31499258]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "cluster_z and type 0.49929956 \n", + "cluster_z and type 0.64601874 \n", + "cluster_z and type 0.6410095 \n", + "cluster_z and type 0.6587467 \n", + "cluster_z and type 0.8156214 \n", + "cluster_z and type 0.6254669 \n", + "cluster_z and type 0.8727886 \n", + "cluster_z and type 0.5422798 \n", + "cluster_z and type 0.77666825 \n", + "cluster_z and type 0.33334264 \n", + "cluster_z and type 0.72671944 \n", + "cluster_z and type 0.46572214 \n", + "cluster_z and type 1.035111 \n", + "cluster_z and type 0.9868597 \n", + "cluster_z and type 0.48154548 \n", + "cluster_z and type 0.34901306 \n", + "cluster_z and type 0.660803 \n", + "cluster_z and type 0.5489526 \n", + "cluster_z and type 0.5732822 \n", + "cluster_z and type 0.48545152 \n", + "cluster_z and type 0.48073718 \n", + "cluster_z and type 0.5205169 \n", + "cluster_z and type 0.45513922 \n", + "cluster_z and type 0.37233016 \n", + "cluster_z and type 0.72563916 \n", + "cluster_z and type 0.25462273 \n", + "cluster_z and type 0.549555 \n", + "cluster_z and type 0.71684 \n", + "cluster_z and type 0.56993246 \n", + "cluster_z and type 0.6154449 \n", + "cluster_z and type 1.0356219 \n", + "cluster_z and type 1.0020661 \n", + "cluster_z and type 0.23431362 \n", + "cluster_z and type 0.5927657 \n", + "cluster_z and type 0.6087652 \n", + "cluster_z and type 0.6046681 \n", + "cluster_z and type 0.50011617 \n", + "cluster_z and type 0.593976 \n", + "cluster_z and type 0.8731144 \n", + "cluster_z and type 0.592247 \n", + "cluster_z and type 0.43162814 \n", + "cluster_z and type 0.51871866 \n", + "cluster_z and type 0.34493634 \n", + "cluster_z and type 0.43753046 \n", + "cluster_z and type 0.6061629 \n", + "cluster_z and type 0.71660864 \n", + "cluster_z and type 0.8984475 \n", + "cluster_z and type 0.86106193 \n", + "cluster_z and type 0.57198143 \n", + "cluster_z and type 0.48342547 \n", + "cluster_z and type 0.24044088 \n", + "cluster_z and type 0.6384199 \n", + "cluster_z and type 0.45206454 \n", + "cluster_z and type 0.7653682 \n", + "cluster_z and type 0.4100084 \n", + "cluster_z and type 0.9812018 \n", + "cluster_z and type 0.99775815 \n", + "cluster_z and type 0.8671669 \n", + "cluster_z and type 1.0477397 \n", + "cluster_z and type 0.49412334 \n", + "cluster_z and type 0.596166 \n", + "cluster_z and type 0.9101417 \n", + "cluster_z and type 0.5932099 \n", + "cluster_z and type 0.7193937 \n", + "cluster_z and type 0.653051 \n", + "cluster_z and type 0.53016365 \n", + "cluster_z and type 0.46268275 \n", + "cluster_z and type 0.84439105 \n", + "cluster_z and type 1.1292421 \n", + "cluster_z and type 0.28674597 \n", + "cluster_z and type 0.7892001 \n", + "cluster_z and type 0.5305519 \n", + "cluster_z and type 0.62169576 \n", + "cluster_z and type 0.61630654 \n", + "cluster_z and type 1.0183831 \n", + "Process 0 done reading\n", + "Overall pair count = 200603\n", + "Collecting data for cluster 0\n", + "Found 2851 total galaxies in catalog for cluster 11\n", + "[-0.44256325 0.05197701 0.4853728 ... -0.21345346 -0.05996671\n", + " -0.00186678]\n", + "Found 2456 total galaxies in catalog for cluster 827\n", + "[-0.22962438 0.09968647 -0.26021797 ... -0.07829856 -0.42943527\n", + " 0.28415725]\n", + "Found 2413 total galaxies in catalog for cluster 1985\n", + "[-0.17795113 -0.12206408 -0.00773827 ... -0.31951394 -0.54623969\n", + " 0.05257997]\n", + "Found 2346 total galaxies in catalog for cluster 1632\n", + "[-0.19300229 -0.37189339 -0.11336875 ... -0.15278788 -0.11702557\n", + " 0.37637832]\n", + "Found 891 total galaxies in catalog for cluster 2453\n", + "[-4.89275493e-02 -4.06373001e-01 -7.61063330e-02 -4.13264534e-01\n", + " -1.53958742e-01 -2.60233897e-01 1.29753575e-01 -9.99597675e-01\n", + " -1.00319443e+00 3.09183135e-01 -1.57725931e-01 -2.56840649e-01\n", + " 5.95243782e-02 -2.24517169e-01 2.42831957e-01 4.28093691e-01\n", + " 2.13780209e-01 -1.61198201e-01 -3.25190074e-01 8.84384655e-02\n", + " 4.33915169e-01 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-4.18876546e-03 -4.23232929e-01\n", + " -5.37388705e-01 -1.27060089e-01 3.83430643e-02 -3.15291639e-02\n", + " 1.84396758e-01 -1.15166786e-01 3.72480174e-01 3.07930666e-01\n", + " -1.05275951e-01 4.54629141e-02 4.55417020e-01 -1.61094216e-01\n", + " -4.77846307e-02 2.69483671e-02 1.47616515e-01 -2.99432480e-01\n", + " 1.06249982e-01 2.32665534e-01 -4.73837740e-02 5.26099018e-01\n", + " 1.55448252e-01 -2.61939957e-01 -6.40294294e-01 2.12821812e-01\n", + " -5.71815912e-02 7.06005885e-01 -6.44853137e-02 5.42775367e-01\n", + " 5.11306500e-01 1.45984214e-02 -8.49897991e-03 -3.15747638e-01\n", + " -2.58785157e-01 -5.20884756e-02 -1.55834278e-01 2.03137185e-01\n", + " -2.72054206e-01 3.27087877e-01 3.63773814e-01 -6.65726550e-02\n", + " 2.03472210e-01 -2.72351636e-02 -1.13323813e-01 -4.17959427e-01\n", + " 1.75098900e-01 -3.03326834e-01 4.14555168e-01 -1.58232066e-02\n", + " -1.29560978e-01 -5.13355731e-01 4.87888043e-02 4.96962770e-02\n", + " 1.10829909e-02 -3.03628969e-01 -2.64000230e-01 9.18045217e-02\n", + " 2.76588131e-01 -3.24067443e-01 -1.45608200e-02 4.02327554e-01\n", + " -3.55785337e-02 3.14724575e-01 -3.41335037e-02 -3.62343156e-01\n", + " -1.47158970e-01 2.58488222e-01 4.35556838e-02 -8.30518866e-02\n", + " 3.08901869e-01 6.82840306e-02 1.36638288e-01]\n", + "Found 3782 total galaxies in catalog for cluster 2678\n", + "[ 0.17352317 -0.02513944 0.21078606 ... 0.27358209 -0.09218695\n", + " 0.13221218]\n", + "Found 1069 total galaxies in catalog for cluster 4643\n", + "[-0.03108707 -0.38184432 0.12268852 ... 0.00917752 -0.13958574\n", + " 0.41243912]\n", + "Found 432 total galaxies in catalog for cluster 5084\n", + "[-0.24927471 0.54792339 -0.28149212 -0.65001286 -0.06749086 0.34786686\n", + " -0.33010333 -0.00604183 0.75837092 -0.06294399 0.14503662 0.00235871\n", + " -0.48951396 -0.10786495 -0.14342861 0.26155859 -0.50422676 -0.61752049\n", + " 0.02925909 0.49552087 -0.22262144 -0.06131396 0.16084373 0.06801118\n", + " 0.58282961 0.02037283 -0.08160209 -0.15751835 -0.04334347 0.51796909\n", + " 0.09062251 -0.18517302 -0.02407015 0.26371478 0.29063845 -0.05781899\n", + " -0.52354507 0.17275393 -0.39411949 0.17795839 -0.03131033 0.16393547\n", + " 0.04212757 0.15373314 -0.3014956 0.00104065 -0.01048369 0.57318467\n", + " -0.4900417 -0.13077491 -0.52300613 0.26681713 -0.39022501 0.16404039\n", + " -0.13675564 0.55678148 0.12222419 0.21693641 0.0870377 -0.77659669\n", + " -0.14397806 -0.2019248 0.60148284 -0.32384929 -0.36830177 -0.38268115\n", + " -0.20076038 -0.40580159 0.11793942 -0.23924339 0.35473335 0.10966492\n", + " 0.25678974 0.43609911 -0.42469539 0.37430052 -0.30806175 0.05325131\n", + " 0.21790814 -0.45377251 -0.37316123 -0.21373107 0.50459644 0.23594813\n", + " -0.24169614 0.56162608 -0.54498798 -0.15993653 -0.52052357 -0.39347974\n", + " -0.27742205 0.01205218 -0.51905319 0.3010781 -0.45487751 0.05747166\n", + " -0.06184358 0.42400123 -0.17068791 -0.43746326 0.01097093 0.36400484\n", + " -0.15875355 0.24366814 -0.15218103 0.68521255 0.11697119 -0.14382034\n", + " -0.03382665 0.10872826 0.42288155 -0.28908015 -0.19060693 -0.11419894\n", + " -0.2210347 -0.36214184 0.62599758 0.1930822 0.57175166 -0.72687551\n", + " -0.11625608 -0.20950556 0.27644932 -0.49153369 0.62426712 0.16033359\n", + " 0.5390668 0.01689115 0.39735806 0.07247757 0.06163891 -0.4686998\n", + " 0.17316671 -0.4579808 -0.14140645 -0.45598298 -0.47180779 -0.317638\n", + " -0.094571 -0.4079802 0.46000147 -0.3892562 0.17837223 -0.30435657\n", + " 0.10338204 0.04464357 0.24014853 -0.03923023 0.14532668 -0.13182192\n", + " 0.08450704 0.13344682 -0.22617371 0.13811208 -0.21922257 -0.3579841\n", + " 0.26081493 0.37974866 -0.40033119 -0.05479773 -0.20279663 0.31954384\n", + " -0.42332077 -0.16401569 -0.27508616 0.3050529 0.31006794 -0.21256202\n", + " 0.0274165 0.1184171 -0.40599737 -0.37696513 0.24597483 0.40386368\n", + " 0.14560873 0.49658798 -0.3069261 0.30220038 0.2746117 0.41662523\n", + " 0.30992985 -0.42518026 0.25899825 -0.05615207 -0.2201106 1.0115565\n", + " -0.24995208 -0.78749504 -0.31832944 -0.40617783 -0.4752113 0.87321555\n", + " -0.05244465 -0.04494542 0.17541383 -0.38769728 -0.09163558 -0.25382898\n", + " -0.20297023 0.09435116 -0.08558657 0.13799749 0.12554849 0.01621385\n", + " -0.37545887 -0.49372889 -0.03034068 0.07024844 -0.02296347 0.34128926\n", + " 0.46460054 0.34689314 -0.05312815 0.05805967 -0.28435786 -0.26030911\n", + " 0.438758 0.15153853 0.51413226 -0.71968987 0.1440054 -0.69877648\n", + " -0.3762142 -0.75088743 0.23204435 -0.21716397 0.0675916 -0.04790055\n", + " -0.04596649 -0.27862529 -0.21658376 0.32088634 -0.35681938 -0.31384204\n", + " -0.60722438 0.04110688 -0.0721504 0.35485296 0.26800037 0.06390775\n", + " 0.13616274 0.37232123 0.17838933 0.27237119 -0.04720464 -0.37553912\n", + " -0.42220213 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367\n", + " -0.14658378 -0.03848797 0.04955587 -0.03361411 0.04373689 0.53175037\n", + " 0.37689406 0.28055206 0.01269991 -0.091537 -0.05846386 -0.17755646\n", + " 0.13514935 0.37187375 0.15063859 -0.24692329 -0.05429957 0.07335799\n", + " -0.2765225 0.19485024 -0.0310186 0.51189477 0.2489142 0.29006985\n", + " 0.24378683 -0.37987685 -0.41793889 -0.30083218 -0.16666254 -0.24884954\n", + " 0.16076563 0.28934135 0.37873824 0.72836486 0.48907553 0.09414031\n", + " 0.65084578 -0.51449183 0.19677627 -0.39245603 0.04783534 0.38128156\n", + " 0.1791412 -0.11890563 0.15708258 -0.09354228 0.02577365 0.22326971\n", + " -0.27037179 -0.01821258 0.03915999 -0.19849972 0.44641108 -0.49737552\n", + " 0.14541447 0.69821255 0.13293896 -0.23742195 0.41154856 -0.25705269\n", + " -0.06165615 -0.07458207 0.23196386 -0.21974918 -0.25866125 -0.4251706\n", + " 0.12123243 -0.36630448 -0.25457987 0.17106763 0.06280248 0.37432777\n", + " -0.4391393 -0.24189997 -0.21597183 -0.35530987 0.09319087 -0.27040489\n", + " -0.16037856 -0.30251945 0.42964916 -0.07439399 -0.37291482 0.17574554\n", + " 0.17145902 0.31546052 -0.40078156 0.10823114 -0.20979835 0.07236027\n", + " -0.04604414 -0.0466076 0.08551859 0.48083148 0.12646153 -0.3832598\n", + " -0.14013194 0.16176409 0.59585999 -0.25897537 0.25096193 0.19175464\n", + " 0.30954613 -0.23701208 -0.34515018 0.12579362 0.48631061 -0.18241116\n", + " 0.10899 0.37874493 0.21191433 -0.25548522 0.30971792 0.07156404\n", + " -0.22000536 0.18623378 -0.54370472 -0.08572594 -0.16493445 0.07355904\n", + " 0.71086425 0.30450904 -0.50900657 0.03133969 0.30560765 -0.09985616\n", + " -0.11860629 0.23120404 0.0070221 -0.46073189 0.14213438 -0.3261997\n", + " 0.61720225 0.64259625 -0.51021344 -0.317088 0.24942943 -0.0503403\n", + " 0.47327695 0.22364648 -0.29706602 -0.20338964 0.09282843 0.47534773\n", + " 0.21675413 -0.03494114 -0.12615839 0.67676526 -0.1081142 -0.13209859\n", + " -0.04032914 0.44219701 -0.00944681 -0.09425838 -0.21692147 0.04765003\n", + " 0.52979473 -0.16922091 -0.0109586 0.19598939 -0.40119623 0.63133019\n", + " -0.36576038 0.0897985 -0.65151537 -0.16360689 -0.39742472 0.4458309\n", + " -0.26375664 0.21953887 -0.15782198 0.00171702 0.38856698 -0.11167347\n", + " 0.06471646 -0.05200154 0.36637244 -0.10305272 -0.33498803 0.43694039]\n", + "Found 2149 total galaxies in catalog for cluster 4434\n", + "[-0.07190587 0.23716728 -0.20356562 ... -0.40288889 0.55962641\n", + " -0.33323614]\n", + "Found 1830 total galaxies in catalog for cluster 3939\n", + "[-0.23419754 -0.5861886 -0.46493597 ... -0.19910221 -0.02715269\n", + " 0.01194859]\n", + "Found 4496 total galaxies in catalog for cluster 6139\n", + "[-0.18902135 0.44757871 -0.03308959 ... 0.24056515 0.06383957\n", + " 0.17788326]\n", + "Found 1511 total galaxies in catalog for cluster 4709\n", + "[-0.4605353 -0.5536041 -0.13632512 ... -0.05748262 -0.2746567\n", + " -0.23447674]\n", + "Found 3903 total galaxies in catalog for cluster 7121\n", + "[-0.2090535 -0.74417555 -0.26309276 ... -0.18545777 -0.09708966\n", + " 0.35568138]\n", + "Found 3294 total galaxies in catalog for cluster 8547\n", + "[-0.23020149 -0.63919564 -0.25121011 ... -0.2594668 -0.07954555\n", + " 0.27375261]\n", + "Found 819 total galaxies in catalog for cluster 8685\n", + "[-4.05042212e-02 1.05230632e-01 5.60684130e-01 -8.92766457e-01\n", + " 2.11564421e-01 -2.86194671e-01 6.38331152e-01 2.91769205e-03\n", + " 2.28813038e-01 -3.07826924e-01 -1.86603518e-01 -5.52556101e-01\n", + " 3.38926960e-01 -5.39507936e-01 -1.05811178e-01 -2.47243507e-01\n", + " -2.08476830e-01 1.26445039e-01 5.34219818e-01 4.83586353e-01\n", + " 3.25559185e-02 -3.50808691e-01 1.55454755e-01 1.92399661e-01\n", + " 1.79122038e-01 -5.49264526e-02 -1.72225424e-01 -3.42897055e-01\n", + " -2.31767436e-01 1.35503485e-01 6.48138830e-02 -6.77222956e-02\n", + " 5.82010144e-02 -6.12542028e-02 1.50848697e-01 -3.27461857e-01\n", + " -4.19920327e-01 -1.24155297e-01 5.15622298e-02 3.25989761e-02\n", + " 6.57321490e-01 1.23231230e-02 2.73878772e-01 -9.84235386e-02\n", + " -8.22461881e-01 1.12752446e-01 9.21130052e-02 -2.61878867e-01\n", + " 1.49798126e-01 8.08289400e-02 2.47624472e-02 3.23870399e-02\n", + " -9.33985978e-04 -4.01053150e-01 4.10950695e-01 -7.74154841e-02\n", + " 1.30204455e-01 6.11076444e-02 2.70709026e-02 6.02852795e-01\n", + " 2.52989254e-02 1.58462322e-01 -1.46014511e-01 -3.69249668e-02\n", + " 8.18436143e-01 1.86538291e-01 -9.40249845e-01 6.81160037e-02\n", + " 1.59501716e-01 -2.22123603e-01 -4.80498494e-01 -1.37779988e-01\n", + " 1.41401365e-01 1.31065847e-01 3.51829993e-01 -4.79179427e-01\n", + " 2.88510480e-01 -1.10658942e-02 3.14736460e-01 -3.41145860e-01\n", + " 3.13683951e-01 7.77980876e-02 -2.66255771e-01 -2.31491462e-01\n", + " -2.99432611e-01 1.44959581e-01 6.87404117e-01 -5.31099462e-01\n", + " -3.56388016e-01 -8.85696703e-02 -1.08362038e+00 -4.36626213e-02\n", + " 2.96121652e-01 2.43050640e-01 2.67536841e-01 2.73141803e-01\n", + " -1.13999056e-02 1.32852185e-01 -1.08942908e-01 3.75798185e-01\n", + " -3.38821046e-01 -9.74265810e-02 -4.71900763e-01 -2.52726615e-01\n", + " 2.36944859e-01 -3.78958084e-01 -3.51768943e-01 1.28102880e-01\n", + " 2.51242240e-01 3.96746905e-01 2.83674236e-01 2.43258403e-01\n", + " -1.37584299e-01 -3.13989436e-01 5.66417846e-01 4.72984302e-02\n", + " 3.43371071e-01 -3.68974863e-03 4.46948369e-01 2.14275546e-01\n", + " 6.21124824e-01 -3.64535501e-01 1.53702041e-01 5.33838058e-01\n", + " 2.21344559e-01 -2.57291769e-01 2.70728562e-01 -4.23789974e-01\n", + " 8.49493124e-01 7.12367993e-02 5.31510145e-01 -3.92481116e-01\n", + " -3.03097133e-01 1.74505502e-01 -5.02839652e-01 -5.80996452e-01\n", + " 7.27513369e-02 -1.91109246e-01 -3.34080915e-01 -2.51647736e-01\n", + " -7.35349879e-01 2.80838758e-01 7.12850372e-01 -2.57003719e-01\n", + " -4.37428517e-01 -6.50604839e-01 -7.01589381e-02 -6.46657110e-03\n", + " -1.48619360e-01 3.07076496e-01 -8.46241992e-02 -1.34123659e-01\n", + " -2.79372524e-01 -4.24390746e-01 -1.29267635e-02 -2.88835345e-01\n", + " 9.53759570e-02 3.21210142e-01 7.53860617e-01 -2.26860410e-01\n", + " -6.16827239e-01 -6.73632749e-01 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1.55541639e-01\n", + " 2.07193000e-01 1.28230723e-01 2.22849109e-01 4.37039494e-01\n", + " -3.59752942e-01 -5.13740229e-02 4.10599110e-01 1.52541502e-01\n", + " 2.94901883e-02 1.67363444e-01 6.96259457e-01 -7.50671035e-01\n", + " 1.13847809e-01 -5.08288986e-01 9.38655695e-02 1.48911324e-02\n", + " -9.32216890e-02 1.18768453e-01 2.59758837e-01 -3.36000363e-01\n", + " 2.74882245e-01 2.11224172e-01 -1.04903027e-01 -4.52731073e-01\n", + " 7.35019192e-01 2.29038557e-01 2.31957624e-01 1.13683625e-01\n", + " 5.10726591e-01 7.64327241e-02 8.92379973e-02 2.53140342e-01\n", + " 7.56272320e-02 5.63626264e-02 -1.88153369e-01 1.58973824e-01\n", + " -1.21374229e-02 -2.59118795e-01 2.44053826e-02 4.41418701e-01\n", + " 2.60121520e-01 2.73611002e-01 2.12384903e-01 -3.56103135e-01\n", + " 2.07146499e-02 -3.92558846e-02 7.74009708e-02 1.20400764e-01\n", + " -1.51211918e-01 -3.68510313e-01 1.73661743e-01 1.10156766e-01\n", + " -3.11712640e-01 -5.07187733e-01 -1.40677855e-01 -3.01247608e-01\n", + " -1.64806688e-01 -4.32918770e-01 2.37960489e-01 3.03419840e-01\n", + " 6.93096902e-01 -1.37862804e-01 -2.47343654e-02 -8.51119838e-02\n", + " -1.02798509e-01 -5.09986108e-01 9.84601968e-02 6.99841555e-02\n", + " 4.27932871e-01 4.47837434e-01 -1.52882295e-01 8.77797065e-02\n", + " -8.42873630e-02 1.00220470e-01 6.33076854e-02 1.12432169e-01\n", + " -2.11604416e-01 -7.04501946e-02 -2.43055169e-01 -4.25476823e-01\n", + " 1.14781785e-01 -4.98923430e-02 2.40671227e-01 7.98218902e-02\n", + " 4.04831862e-02 5.02870838e-01 3.97452334e-01]\n", + "Found 626 total galaxies in catalog for cluster 8995\n", + "[-3.34904473e-01 -3.33287381e-01 5.36114124e-01 4.26838563e-01\n", + " 5.45234465e-01 8.80745404e-02 2.64491194e-01 -4.97361867e-04\n", + " 2.00705796e-01 -9.50691493e-01 2.26466605e-01 8.24578024e-02\n", + " -1.71532401e-01 -2.21754877e-04 -1.60454720e-01 1.88030229e-01\n", + " -1.05333894e-02 -3.57093556e-01 1.53059032e-02 2.27846140e-01\n", + " -1.65136630e-01 6.51200944e-02 -1.61971741e-01 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+ " 1.56681200e-02 -1.05550817e-01 3.62691435e-02 3.11741493e-01\n", + " -6.53453271e-01 1.20933331e-01 -1.12282378e-01 1.17976205e-01\n", + " 4.83673030e-01 9.52821387e-02 4.83755687e-01 -1.59714277e-01\n", + " -3.03969731e-01 -1.46111160e-01 2.33843566e-01 -2.91453363e-01\n", + " -3.47088163e-01 -2.27239535e-01 4.86916787e-02 -1.93756153e-02\n", + " 3.58710249e-01 -1.48393007e-01 3.03415714e-02 -6.27281157e-02\n", + " -2.68148555e-01 5.59344380e-02 4.51234681e-01 2.71602027e-01\n", + " 1.77759678e-01 8.89288862e-01 4.77351762e-01 -5.19547780e-01\n", + " 2.02383641e-01 -4.04915550e-02 4.53061493e-01 1.71171605e-02\n", + " -1.62238158e-01 2.97203020e-01 9.92990375e-02 4.55594602e-01\n", + " -2.27259484e-01 3.95980585e-01 -3.73950369e-01 -9.47559477e-02\n", + " 1.00448520e-01 6.16904325e-01 -9.51524658e-02 3.65739241e-01\n", + " 2.88293223e-01 -7.60864100e-02 2.63163880e-01 5.24392665e-01\n", + " 2.44971327e-01 -1.79379069e-01 1.25637103e-01 6.79575102e-03\n", + " -4.89369198e-01 4.77185926e-01 -4.57267111e-01 -1.85276005e-01\n", + " 2.83132625e-01 1.57907959e-01 -2.05136890e-01 2.60864508e-01\n", + " 9.51411001e-02 -6.50405852e-01 4.72701599e-01 -1.49399754e-01\n", + " -2.58855180e-01 -3.57869741e-01 -2.84689330e-01 -4.75673586e-02\n", + " -1.31215527e-01 -1.06190087e-01 -3.56486853e-01 2.26018927e-02\n", + " -5.70611920e-03 2.08974024e-01 1.33053473e-01 -1.23118907e-01\n", + " 4.01599579e-02 -5.54569774e-02 4.79736231e-01 -2.23639553e-01\n", + " 6.79203311e-01 2.16631154e-01 -2.40383484e-01 -5.46990430e-01\n", + " -4.01361463e-01 4.20398994e-02]\n", + "Found 3589 total galaxies in catalog for cluster 7698\n", + "[-0.12278095 -0.8078063 0.17626653 ... 0.54904971 0.40777441\n", + " 0.32263902]\n", + "Found 6508 total galaxies in catalog for cluster 10999\n", + "[-0.46873341 -0.42690413 -0.10612929 ... -0.02756067 0.40814144\n", + " 0.13158685]\n", + "Found 645 total galaxies in catalog for cluster 9029\n", + "[-4.27166442e-01 -4.69380588e-01 -1.92441951e-01 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-2.95569570e-02\n", + " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", + " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", + " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", + " 2.15040365e-01 -2.34448201e-01 -1.07617714e-01 -3.47731079e-02\n", + " 5.06018595e-01 -2.11127871e-01 -1.15676847e-01 -4.82762255e-01\n", + " 8.97443206e-02 2.73606483e-01 -1.20962695e-01 -4.05863975e-01\n", + " 3.49338539e-01 3.02930902e-01 1.95592302e-01 -1.01607911e-01\n", + " 8.66495572e-02 -3.52617755e-01 -2.17308396e-01 1.49310404e-01\n", + " 5.40482797e-01 1.02148560e-01 -2.98040772e-01 7.24516983e-01\n", + " -2.63083828e-01 4.19480852e-01 2.13964556e-02 2.25236053e-01\n", + " 2.79928140e-01 -8.33573495e-02 -3.60134339e-01 1.95560597e-01\n", + " 5.16679399e-01 1.22654385e-01 -2.47236627e-01 -9.20237527e-02\n", + " -6.42795672e-01 9.24697146e-02 -4.41475383e-01 7.59651097e-02\n", + " -5.09166463e-01 2.13837717e-01 -2.32478001e-01 -2.88470512e-01\n", + " -1.67085231e-01 -6.37889354e-01 -4.92501583e-01 1.07631899e-02\n", + " 9.35109345e-02 -4.92878398e-01 -2.22395487e-02 1.97407687e-01\n", + " 4.44801273e-01 -4.56590309e-01 2.60257724e-01 4.01241031e-01\n", + " 5.92750278e-01 5.05908731e-01 1.94652895e-01 1.33434463e-01\n", + " 4.11270730e-01]\n", + "Found 1219 total galaxies in catalog for cluster 9429\n", + "[-0.1197949 0.16740005 0.2583249 ... -0.02562902 0.09611013\n", + " -0.20835101]\n", + "Found 2477 total galaxies in catalog for cluster 10146\n", + "[ 0.78022854 -0.09105497 0.26433932 ... -0.4845409 0.45206692\n", + " -0.23954712]\n", + "Found 3236 total galaxies in catalog for cluster 14476\n", + "[ 0.20774436 0.26419131 0.32756512 ... -0.25829613 -0.24364128\n", + " -0.32809431]\n", + "Found 267 total galaxies in catalog for cluster 8395\n", + "[ 8.25090671e-01 -4.40567464e-01 -1.74677828e-01 -1.38791039e-02\n", + " -2.69786025e-01 -1.89604866e-01 -6.95255598e-03 4.22910452e-01\n", + " 8.70371378e-02 -3.81160964e-01 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-7.45372318e-02 -3.83312846e-01 7.06969330e-02 -2.66461391e-01\n", + " 2.45351855e-01 3.13363807e-01 -5.13653576e-01 8.69156882e-02\n", + " -3.03851507e-01 3.11019125e-01 -5.36454997e-01 3.24417783e-02\n", + " 9.74533511e-02 -2.58845296e-01 -8.91845997e-02 2.05022126e-01\n", + " -2.65022653e-01 2.32881024e-02 4.97043552e-01 -2.79586889e-01\n", + " 5.80174942e-01 -2.33121803e-01 1.83216968e-01 1.48024873e-01\n", + " 3.66239021e-01 1.71568222e-01 -1.66737511e-01 1.36643641e-01\n", + " -3.62327201e-01 3.86518939e-01 6.86060609e-01 3.79947655e-01\n", + " -2.14660569e-01 -5.93845963e-01 -1.36715321e-01 -2.01602184e-02\n", + " 8.13965852e-02 -2.50176796e-01 2.99258185e-01 -3.29253766e-01\n", + " -7.14304793e-01 -1.33956815e-01 -2.67236538e-01 -5.20277902e-01\n", + " 5.66958099e-01 -6.13886439e-04 -5.77444149e-01 -7.15576556e-01\n", + " -3.31430260e-01 3.47751402e-01 -2.07822344e-01 -4.88208273e-01\n", + " -5.14708580e-01 -8.10493621e-02 1.32504265e-01 6.46952649e-02\n", + " 3.46890806e-01 -1.70602668e-01 -3.45925647e-01 -6.23351890e-01\n", + " -1.82669821e-01 -2.96614812e-01 5.09632888e-01 -2.44356612e-02\n", + " -2.56479562e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", + " 2.34967523e-01 4.18286705e-01 -2.74342215e-01 -2.97073096e-01\n", + " 1.06906480e-01 2.18249173e-01 -4.10439715e-01 -1.58243552e-02\n", + " 2.24300476e-02 1.28068423e-01 -5.91821079e-02 -1.26854657e-01\n", + " 3.67830349e-01 7.75734406e-02 7.54034988e-02 -2.58449806e-01\n", + " 7.73385304e-02 2.43651870e-01 1.84592797e-02]\n", + "Found 4237 total galaxies in catalog for cluster 16657\n", + "[ 0.04820207 0.40177402 -0.15119416 ... -0.22037353 -0.27555603\n", + " -0.23492938]\n", + "Found 3203 total galaxies in catalog for cluster 13039\n", + "[-0.08595825 -0.72600889 0.17392888 ... -0.45305706 0.47633672\n", + " 0.4031683 ]\n", + "Found 3217 total galaxies in catalog for cluster 15382\n", + "[-0.17899751 -0.36255878 -0.11530504 ... 0.00927588 0.09306607\n", + " -0.13378937]\n", + "Found 1554 total galaxies in catalog for cluster 17011\n", + "[ 0.00679136 -0.17983863 0.11360952 ... -0.08740959 -0.07087565\n", + " 0.2199447 ]\n", + "Found 6645 total galaxies in catalog for cluster 8523\n", + "[ 0.46240308 0.11131437 0.15620453 ... -0.21956736 0.22391243\n", + " -0.12540515]\n", + "Found 1321 total galaxies in catalog for cluster 11300\n", + "[ 0.08642562 -0.55495031 -0.14333822 ... 0.61638037 -0.24263329\n", + " -0.00500442]\n", + "Found 6793 total galaxies in catalog for cluster 17462\n", + "[-0.46898861 0.59495044 0.23437813 ... -0.26866497 0.12923278\n", + " 0.10644044]\n", + "Found 1814 total galaxies in catalog for cluster 13025\n", + "[-0.17112607 -0.29803757 0.60351688 ... -0.10580924 -0.08276538\n", + " -0.30636958]\n", + "Found 2637 total galaxies in catalog for cluster 21385\n", + "[-0.23047502 0.29879601 -0.37292596 ... 0.27219429 0.25816139\n", + " 0.20833703]\n", + "Found 3100 total galaxies in catalog for cluster 20888\n", + "[0.2009656 0.17715682 0.20891759 ... 0.06735372 0.07390696 0.12357484]\n", + "Found 3863 total galaxies in catalog for cluster 21815\n", + "[-0.15278559 -0.1100062 -0.11347093 ... 0.26196258 0.11042037\n", + " 0.1622572 ]\n", + "Found 956 total galaxies in catalog for cluster 7594\n", + "[ 0.3574776 -0.42555264 -0.57049425 0.19738238 -0.3092474 0.22419329\n", + " 0.38597928 0.37808295 0.09348115 -0.18451857 0.4148287 0.31788082\n", + " 0.12558781 0.0126768 0.04815956 0.01725303 -0.20865741 0.36583582\n", + " -0.39621078 -0.2132637 -0.61174418 -0.04273381 0.08351038 -0.03606601\n", + " -0.09427687 -0.39309735 0.05102778 0.31747999 -0.40704268 0.01310711\n", + " -0.04194879 0.57968679 -0.06380509 0.63256008 -0.73265127 -0.26230448\n", + " 0.29076705 -0.17792454 -0.25672743 0.10565443 0.82188148 0.0655149\n", + " 0.50304822 0.7677424 0.53296682 0.5002309 0.23504467 -0.43506761\n", + " -0.01586825 0.01734016 -0.16201854 -0.35804119 0.36231324 0.04425937\n", + " 0.23561595 0.08299337 0.25998257 0.14590969 -0.08368741 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0.14078032 0.1027794\n", + " -0.39518063 0.431902 -0.44790565 0.12120745 -0.16127525 0.18597873\n", + " -0.68491436 -0.06093355 0.25559488 -0.02198049 0.229587 -0.00635913\n", + " -0.34656839 0.517577 0.34465738 0.08220185 -0.60337648 -0.56007691\n", + " 0.31755351 -0.00220473 -0.81690401 -0.05684695 -0.10569059 0.00441003\n", + " -0.10890131 -0.76051911 0.32352292 0.05886586 -0.00796276 -0.23696811\n", + " -0.5150759 0.39929608 -0.30789079 -0.0247054 0.0918314 -0.14603157\n", + " -0.39761613 0.04562172 -0.35542667 -0.03056307 -0.15269585 0.61000924\n", + " -0.1543628 -0.32076244 0.07422262 -0.19799848 -0.02606928 -0.06347383\n", + " 0.45116919 0.40772621 0.37726957 1.26005671 0.19841433 -0.17367829\n", + " 0.40647686 0.69352368 -0.34883202 -0.04574474 -0.46731276 -0.27392034\n", + " 0.01758486 0.30113274 0.05373164 0.151174 0.1902273 -0.30267305\n", + " -0.44443092 -0.26341807 -0.56868758 -0.0556996 0.02212246 -0.40800947\n", + " 0.00465691 -0.0050097 0.67838225 0.25992837 -0.41507577 0.04907253\n", + " -0.12065653 -0.42857505 -0.70781395 0.02170437 -0.00921875 0.25633814\n", + " -0.12980329 -0.23598598 0.10541334 0.36940339 0.12505408 -0.22019052\n", + " 0.04370205 -0.34795168 0.30177325 -0.01574549 -0.28652583 0.30019001\n", + " -0.65133614 -0.07804704 0.06064216 -0.06820663 0.33266393 -0.04127136\n", + " -0.53644999 -0.05473135 0.35957889 0.26230582 0.1438426 0.34349306\n", + " -0.40436677 0.26428351 -0.0346225 0.23608337 0.22758487 0.44253166\n", + " 0.13586206 -0.24659185 -0.02872034 -0.02814395 -0.26065139 -0.48935426\n", + " 0.19070671 1.02860703 -0.22785263 0.02026694 0.0689024 -0.04118195\n", + " 0.50179868 -0.3730529 0.20065012 -0.09452372 -0.3960235 -0.11429466\n", + " 0.02539252 -0.24319319 0.10065569 -0.67006734 0.93445359 0.29151379\n", + " 0.4725902 0.13540892 0.13539375 -0.64651897 0.5836169 -0.31553071\n", + " 0.38106727 0.0829144 0.11296309 -0.19026112 0.10134078 -0.06435773\n", + " -0.14765612 0.0843886 -0.7813465 -0.19539408 -0.23402116 0.33842254\n", + " -0.03096967 0.50168218 -0.05050992 -0.29533253 0.32426964 0.28480905\n", + " -0.25103854 -0.33239587 0.05633062 0.27203598 0.46645099 -0.32975417\n", + " 0.02547501 0.42650436 0.00898842 0.25701758 -0.3091871 -0.34740413\n", + " -0.24837527 0.75450408 -0.55440127 0.32430744 0.08515314 0.08651535\n", + " 0.20844029 -0.03116269 0.10215568 -0.038444 -0.25581879 0.15380399\n", + " -0.26277264 -0.01095955 -0.28001253 0.5542908 0.22235081 -0.01086804\n", + " -0.03752139 -0.33606823 -0.32825734 -0.5130149 0.08141854 0.09670728\n", + " -0.43860915 0.05035313 -0.02560674 -0.64797141 -0.02993688 -0.26155997\n", + " 0.04273043 -0.26468071 0.21987166 -0.37581449 -0.23758146 0.03210022\n", + " -0.23389384 1.16039976 0.20362659 -0.13082114 0.00399492 -0.44890443\n", + " -0.19030491 0.29279218 0.07500672 0.41777361 -0.42785237 -0.4961693\n", + " 0.09113965 -0.84666518 0.50299101 0.21841527 -0.6391771 -0.2292023\n", + " -0.77224244 0.02575469 0.23902015 0.26198801 0.3154046 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0.1075759\n", + " 0.32300429 0.50731433 0.25837293 -0.23926176 0.45672817 -0.35462047\n", + " -0.34312555 -0.60542773 -0.41569936 0.1470522 0.03446498 -0.36966956\n", + " 0.12259287 0.37380367 0.45633085 -0.16237909 0.51565318 0.31479497\n", + " -0.75376617 -0.35379715 0.19128033 -0.05667975 0.69274622 -0.02800156\n", + " 0.85739998 -0.19755766 -0.2592318 -0.04336481 0.17609451 0.05845497\n", + " -0.20658214 -0.12247482 -0.23073742 0.00645193 -0.83534997 -0.04179881\n", + " 0.5234883 -0.01679088 -0.51576638 -0.07610408 0.06598769 -0.18885385\n", + " 0.06966481 -0.10239449 -0.36684412 0.44533681 -0.55166262 0.07376364\n", + " -0.29868525 -0.01769809 0.42522841 -0.437717 0.32208024 0.41683651\n", + " 0.18758657 0.03223796 -0.27060549 0.03729389 0.03686526 -0.12970263\n", + " 0.30664565 0.306469 -0.3178188 -0.56245752 -0.1634017 -0.4920934\n", + " 0.01242198 -0.82240323 -0.27026027 0.54434752 -0.18911513 -0.01978872\n", + " -0.03483089 0.04287457 -0.11908611 -0.29655684 -0.34281517 0.67088283\n", + " -0.02794961 -0.54782589 -0.14814275 0.41014018 0.57477295 -0.548101\n", + " -0.16870705 0.48924981 0.09514076 0.00147684 -0.00744429 0.27941314\n", + " 0.01987198 -0.06745345 -0.32821565 0.23490733 -0.10246597 -0.42693317\n", + " -0.46710135 -0.4045391 0.10469132 -0.34967251 0.29670395 -0.01559853\n", + " -0.38378712 -0.38222381 -0.10180933 0.00722736 0.60084113 -0.12007028\n", + " -0.22045132 -0.56257267 0.20333557 -0.18459728 0.06103139 -0.30924206\n", + " 0.57027367 0.18516969 -0.59666961 0.43822786 -0.26083673 -0.43496289\n", + " 0.14144565 0.3532157 0.03215111 -0.09761751 0.30570261 -0.72746029\n", + " -0.40998212 0.00466794 -0.06234577 -0.09119663 0.08776051 0.38304132\n", + " -0.05780196 0.09971385 0.09609866 -0.55726051 -0.42225736 -0.02208013\n", + " 0.07019251 0.02821444 -0.1295454 0.1196532 0.09197113 0.34758796\n", + " 0.21121059 0.07410321 0.33399352 -0.11232335 -0.24344504 -0.5804309\n", + " -0.57639097 0.30473636 -0.54690188 -0.22745718 -0.0919727 -0.00132107\n", + " 0.19114566 -0.3983238 -0.1874817 0.02656623 -0.06105355 -0.18716338\n", + " 0.00623314 -0.30279187 -0.09444019 -0.47918469 -0.11682458 -0.59105074\n", + " 0.60500565 -0.47928263 -0.53584335 -0.12755279 -0.06864842 0.14390121\n", + " -0.07182491 -0.48403216 -0.26262575 0.18823285 -0.19705112 -0.49704093\n", + " -0.57460471 0.19952524 -0.50608211 0.61029605 -0.73470498 -0.04015183\n", + " -0.04223818 -0.34937379 0.38657838 0.08151534 -0.32457538 -0.08720524\n", + " 0.60791008 0.27145169 -0.01298062 -0.59731918 0.11229508 -0.42399767\n", + " 0.07796481 -0.17182573 0.0148698 -0.20107828 0.1429695 -0.06774123\n", + " -0.05903867 -0.30002149 0.42036027 -0.23954706 -0.19687549 0.07683616\n", + " -0.07328153 -0.1733438 0.01261775 0.15557104 -0.11847654 0.48118059\n", + " 0.00648567 0.23768368 -0.13877209 -0.20265743 -0.34330509 -0.30433167\n", + " 0.30126366 -0.2513005 0.15404877 -0.38804656 0.23356137 -0.28926508\n", + " 0.593075 0.02208283 0.1566124 -0.51251008 0.00357685 -0.06558005\n", + " -0.23073081 0.08932061 0.13663391 -0.15319218 -0.42404347 0.42908605\n", + " -0.53563272 0.03301301 0.06368116 -0.10546555 0.0322339 -0.35219251\n", + " -0.1002672 -0.37449184 0.07365226 -0.16500196 -0.23120522 -0.10689376\n", + " 0.35304641 0.30934996 0.27270471 0.03863282 -0.1408932 -0.06865092\n", + " -0.42244021 -0.15184209 0.07301302 -0.42363963 0.12827046 -0.28174078\n", + " 0.48625321 0.40327137 0.55772431 0.17582416 -0.53818482 -0.22523215\n", + " 0.23430754 0.26393841]\n", + "Found 632 total galaxies in catalog for cluster 21425\n", + "[-3.63933753e-01 5.26634476e-01 -2.66806640e-01 4.44357735e-01\n", + " -5.06817580e-01 1.67322891e-02 6.29205856e-04 2.87356219e-01\n", + " 3.75898827e-01 1.28653251e-01 3.52476358e-01 -1.31220940e-01\n", + " 1.74537364e-01 1.89523046e-01 -5.00731581e-01 -2.03009178e-01\n", + " -2.14557784e-01 3.15936302e-01 3.97836225e-01 -1.26634337e-01\n", + " 3.16217560e-01 -4.48161478e-01 8.14230857e-02 -2.74221350e-01\n", + " -5.81186030e-02 4.40945038e-02 -5.41946784e-01 7.27441559e-02\n", + " 3.16412101e-01 3.48650925e-01 -5.94378434e-01 -1.71021248e-02\n", + " -5.97104820e-02 1.06150706e-01 -1.02014268e-01 -4.42567501e-01\n", + " 2.22695111e-01 -2.70895910e-01 2.52696051e-01 -9.14729174e-01\n", + " -5.55198897e-01 -4.91624836e-01 2.72982706e-01 -1.85613902e-01\n", + " 3.08800336e-01 -4.29046087e-01 -4.60273512e-01 5.81959742e-02\n", + " -5.77092354e-01 -2.36539885e-01 -6.08117831e-02 3.34858839e-01\n", + " -3.75641561e-02 -4.85722574e-01 3.00212317e-01 -2.97608820e-02\n", + " -5.71515113e-01 -8.58166631e-02 1.30249329e-01 -1.85510979e-01\n", + " 1.01940060e+00 -9.92080680e-02 2.85195168e-01 1.46237521e-01\n", + " 2.81236826e-01 -2.36451291e-01 -1.87810614e-01 -2.90629117e-01\n", + " -1.80663459e-01 -9.32569519e-02 3.85980543e-01 2.63286023e-01\n", + " 1.59932982e-01 -2.14730346e-02 6.82059494e-02 -5.67901774e-01\n", + " -5.27191424e-02 -1.10141356e-01 3.72320963e-02 2.89214340e-01\n", + " 4.63020867e-02 7.43063695e-01 -4.69937987e-01 -4.78760090e-01\n", + " 1.08326977e-01 5.22003870e-01 -1.12209907e-01 -2.11233617e-01\n", + " -3.09391202e-01 5.72777876e-02 3.56908188e-01 2.44740657e-01\n", + " 3.80347533e-01 3.23929643e-01 3.96183439e-01 -9.88301192e-02\n", + " 1.00949529e-01 1.23328116e-01 2.60502144e-01 -1.98642333e-01\n", + " 4.56999537e-01 1.84003335e-02 -4.70558979e-01 1.19391751e-01\n", + " -4.77405273e-02 -6.13662461e-02 3.61105388e-01 1.98164092e-01\n", + " 7.56548463e-01 7.59343422e-02 -2.26500226e-02 -4.27229408e-01\n", + " -4.17906836e-01 -2.03465546e-01 4.18332051e-01 1.42956033e-01\n", + " 2.37333346e-01 1.10722807e-01 2.90436475e-01 2.59170815e-01\n", + " 7.51996584e-01 -6.35466612e-01 -3.15648792e-02 1.00201903e-01\n", + " 5.63212885e-02 8.34542869e-01 4.85535690e-01 -7.73137799e-01\n", + " 3.95415553e-01 1.84866416e-01 4.27797214e-02 2.35796161e-01\n", + " 1.73210973e-01 3.82642485e-01 3.35383676e-01 2.89896208e-01\n", + " -1.55318707e-01 -1.24647258e-01 1.13713664e-01 1.00145397e-01\n", + " 8.41219149e-01 1.98200127e-01 -2.68647835e-01 -9.04658359e-02\n", + " -3.28339154e-01 -2.36276195e-01 1.73119406e-01 2.33100581e-01\n", + " 1.13579784e-01 3.86994163e-01 -4.02315443e-01 -6.91878997e-01\n", + " 3.47316379e-02 -1.11808759e-01 5.74299860e-02 2.52905935e-01\n", + " 3.07677714e-01 2.19536120e-01 4.03009982e-01 -2.74989571e-02\n", + " 8.03381954e-01 -3.14905492e-01 6.66710908e-01 -8.38658218e-02\n", + " 3.57024177e-01 -7.23662252e-02 5.73435519e-01 2.86147054e-01\n", + " 2.32572219e-01 4.06498056e-01 1.38324208e-01 2.44627180e-01\n", + " 4.91717578e-01 6.00017572e-01 -3.99420184e-02 1.21060056e-01\n", + " -3.53787613e-02 -5.84483707e-02 1.74207525e-01 -9.35932238e-02\n", + " 2.06751036e-01 -6.45986009e-01 -4.80820636e-01 -2.13028333e-01\n", + " -4.08937898e-01 5.16014201e-01 5.95373427e-01 4.06541235e-01\n", + " 1.66076141e-01 1.50332867e-02 6.74440955e-02 -2.35928018e-01\n", + " 5.93338082e-01 -6.41703895e-02 -1.79608072e-01 3.36398287e-01\n", + " 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-2.92108586e-01 2.19229228e-01\n", + " 4.06936403e-01 2.22839578e-01 2.59846542e-01 -2.53248499e-01\n", + " 2.68341432e-01 -7.90173977e-01 -1.03641014e-01 -7.36284620e-02\n", + " 1.45933506e-01 -3.49077399e-01 -7.02529853e-02 -1.31736786e-01\n", + " -1.76980757e-01 3.54664821e-01 -2.71113020e-01 -1.99548671e-01\n", + " 4.49183938e-02 1.27755225e-01 2.41624698e-01 -4.63790519e-01\n", + " -6.12709541e-02 1.87386813e-01 -8.21536014e-01 -1.48245645e-01\n", + " -3.64977934e-01 2.56628744e-01 8.29493320e-01 -2.82548692e-01\n", + " 3.66807103e-02 -4.57541863e-02 1.46820959e-01 3.56764374e-01\n", + " 2.18685980e-01 -8.64307905e-03 -1.63471015e-01 -2.35748853e-01\n", + " -4.89288710e-01 2.38379307e-02 -2.41270896e-01 5.02538071e-01\n", + " 1.21403517e-01 1.06190943e-01 1.02924276e-01 5.12168665e-01\n", + " 5.33000116e-01 -1.67169099e-01 -2.36932586e-01 1.19500767e-01\n", + " -3.97937633e-01 -7.83517767e-01 9.02364833e-01 -1.39521870e-01\n", + " -1.00512464e-01 -1.19750968e-01 1.20248728e+00 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-1.87844562e-01 -3.59647141e-01\n", + " 1.53572012e-01 -4.40456555e-01 4.90456652e-01 -2.10587645e-02\n", + " 7.89584612e-02 9.44570487e-02 5.34261135e-01 3.33738428e-01\n", + " 2.80784357e-01 -3.74911931e-02 3.52143487e-01 9.43915633e-02\n", + " 2.91611109e-01 -4.49364769e-01 -8.58396735e-02 -9.42685960e-02\n", + " 2.34393055e-01 5.81295852e-01 6.41498398e-01 1.53697643e-01\n", + " -2.67667053e-01 1.39052398e-01 -1.87808654e-01 -1.82836494e-03\n", + " -4.40456421e-03 -1.23223465e-01 4.89056462e-01 7.02713135e-01\n", + " -1.43188870e-01 7.71913247e-02 5.09838362e-01 3.29411501e-02\n", + " -3.45130889e-02 1.04367113e-01 3.65295809e-03 1.54640396e-01\n", + " -1.89190086e-01 1.21379845e-01 -1.93979390e-01 -3.15641153e-01\n", + " -7.06730971e-01 -4.27216230e-02 6.71071197e-01 4.30056026e-01\n", + " -1.06662130e-01 -1.06590390e-01 -1.49229180e-02 -6.82247958e-02\n", + " 3.35356332e-02 -2.11735883e-01 6.19095729e-01 -2.13278409e-01\n", + " -5.35523824e-01 -7.73580831e-03 -1.98055337e-01 1.17988559e-02\n", + " -1.69763187e-01 -4.71346570e-02 3.76638446e-01 -1.00872329e-01\n", + " 3.18427225e-01 -1.01843301e-01 5.50168823e-01 2.76277276e-01\n", + " -1.88947627e-01 1.93816513e-01 -2.15285934e-01 -4.12935874e-01\n", + " 8.03767313e-02 3.27134462e-01 1.43721164e-01 -6.94486117e-01\n", + " -3.58745414e-01 3.90702906e-02 -7.63379287e-03 5.23832249e-01\n", + " -2.69761525e-01 4.67668884e-02 2.80930973e-01 3.81216292e-01\n", + " 7.62016561e-02 -8.00642754e-02 4.07941914e-01 4.16582077e-01\n", + " 1.02777755e-01 -5.51856869e-02 7.91312256e-02 -1.71903509e-01\n", + " -2.83695615e-02 -4.34667711e-01 -4.66484380e-01 -2.12275370e-01]\n", + "Found 8401 total galaxies in catalog for cluster 30553\n", + "[-0.44449465 0.09366119 0.03500001 ... 0.15187118 0.41326337\n", + " -0.14555847]\n", + "Found 2161 total galaxies in catalog for cluster 11651\n", + "[ 0.19994002 -0.33410751 0.05487243 ... -0.19016788 0.397141\n", + " 0.1320266 ]\n", + "Found 3115 total galaxies in catalog for cluster 27728\n", + "[ 0.11631963 0.68559592 -0.17105027 ... -0.22345805 -0.22811455\n", + " -0.20146981]\n", + "Found 3282 total galaxies in catalog for cluster 30757\n", + "[ 0.22950887 0.08943643 0.26248539 ... -0.05575059 0.14546627\n", + " 0.11441397]\n", + "Found 5806 total galaxies in catalog for cluster 32634\n", + "[-0.54039764 -0.09551192 0.09198529 ... 0.33627811 0.24889236\n", + " -0.41407367]\n", + "Found 3646 total galaxies in catalog for cluster 33429\n", + "[ 0.23045971 0.80975207 0.25403913 ... -0.36112198 -0.21685067\n", + " -0.10187624]\n", + "Found 2372 total galaxies in catalog for cluster 15656\n", + "[-0.03603866 0.25902208 -0.5979108 ... -0.40605118 0.47062627\n", + " -0.25639667]\n", + "Found 963 total galaxies in catalog for cluster 29784\n", + "[-3.74531150e-01 -9.04684493e-02 9.56328628e-02 -5.94852915e-02\n", + " -2.03208879e-01 4.55322050e-01 -2.85261504e-01 4.90301058e-01\n", + " -1.87414023e-01 1.91680610e-01 1.39087712e-01 -4.93485033e-01\n", + " 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+ " -7.63179717e-01 4.78685195e-01 2.84526588e-01 -2.43953001e-01\n", + " 2.08635090e-01 -2.52627065e-01 -3.43349546e-02 -2.44261141e-01\n", + " -7.54107946e-02 -2.28417594e-01 -4.69914223e-02 3.45848239e-01\n", + " -1.57985837e-01 2.89450359e-02 -3.63090582e-01 -7.98268377e-01\n", + " 1.46156142e-01 -1.61404249e-01 -5.33249257e-01 -3.42806461e-01\n", + " -3.34799489e-01 -8.73241059e-03 1.06196437e-01 2.68806127e-01\n", + " 2.64812922e-01 -4.62183912e-01 1.19257624e-01 -1.22550764e-01\n", + " -4.31741568e-01 4.07042794e-01 1.38435635e-01 -4.27300165e-02\n", + " 1.55329154e-01 1.91350387e-01 3.15125203e-01 9.99472228e-01\n", + " 3.55111459e-01 7.15372401e-01 9.43691332e-02 3.41070471e-01\n", + " 4.39363426e-01 2.06112051e-01 3.41343810e-01 -1.11442056e-01\n", + " 2.82809492e-01 4.79468445e-01 -1.38983654e-01 -8.41575769e-02\n", + " 2.26737792e-01 1.99714980e-02 1.67951401e-01 2.44728212e-01\n", + " -1.92808369e-01 -1.97108000e-01 6.61276423e-02 -5.53940593e-01\n", + " -3.79076100e-01 -3.76504623e-02 -5.76223724e-01 -6.91640806e-02\n", + " -4.37417375e-01 -6.62465076e-01 -1.06328374e-01 4.02174008e-01\n", + " 1.72905110e-01 2.73859042e-01 7.62610281e-02 -1.27024442e-01\n", + " 3.18721044e-01 1.80749891e-01 5.48905515e-02 2.08485483e-01\n", + " -3.42586906e-01 -1.47641217e-01 1.06330845e-01 4.70452500e-01\n", + " 6.17844802e-01 1.94553224e-01 -1.80616073e-01 2.68431954e-01\n", + " -2.53724367e-02 -3.50485867e-01 -5.13190249e-02 -1.94425425e-01\n", + " 4.86772207e-01 -1.98559877e-01 -5.70766681e-01 -4.39725138e-01\n", + " 2.69195677e-01 -2.06904105e-03 9.74945322e-02 -3.67230765e-01\n", + " 1.72817574e-01 1.67193218e-01 1.51849786e-02 1.49884241e-01\n", + " -4.63041071e-01 7.31657441e-01 -1.17089864e-01 -1.60118508e-01\n", + " -7.45468030e-02 -2.49702380e-01 7.73944274e-01 5.70006881e-01\n", + " -3.05928928e-01 3.32115268e-01 1.73833727e-01 -3.12980906e-01\n", + " -3.65961259e-01 5.30091705e-01 -1.95220463e-01 -3.67418864e-01\n", + " 3.09699322e-01 -3.35739969e-01 2.09508423e-01 -1.33944299e-01\n", + " 1.63513504e-01 -2.49411577e-01 2.09492510e-01 2.89406382e-02\n", + " -6.30737076e-01 -2.30468408e-01 -7.80427985e-01 -1.36228830e-01\n", + " -4.78741318e-03 2.94785760e-01 1.63149288e-01 -4.17750763e-01\n", + " -5.35429503e-01 -5.19214472e-01 -4.55845383e-01 4.37516704e-02\n", + " -3.75800741e-01 8.76358130e-02 -1.66760071e-01 2.03152194e-01\n", + " -1.43180587e-01 2.60112458e-01 2.14096010e-01 1.17197361e-01\n", + " -3.93674483e-01 7.55109852e-02 1.26176152e-01 -2.24230114e-01\n", + " 1.26564655e-01 -6.08756866e-01 -2.52094195e-01 5.81380446e-01\n", + " -2.19079670e-01 -1.96679750e-01 -1.13346092e-02 9.40403734e-03\n", + " 3.17688142e-01 4.58904246e-01 2.48148395e-01 4.66805765e-03\n", + " -1.96412917e-02 -1.78472017e-01 -3.33534532e-01 1.22701061e-01\n", + " 2.80645161e-02 3.02297026e-01 3.00281678e-01 4.51438000e-01\n", + " 2.83074673e-01 -8.87094780e-01 -5.99234373e-01 3.86780746e-01\n", + " 2.52980934e-01 4.12176662e-01 -2.01687703e-01 1.47637914e-01\n", + " -1.52672801e-01 6.47954109e-01 -5.36426052e-01 5.44851892e-01\n", + " 1.15293653e-01 3.94671554e-01 -2.00100655e-01 -1.31870334e-01\n", + " -6.56328081e-01 -3.00493606e-01 -3.05773491e-02 2.61363049e-01\n", + " -7.83113237e-01 -3.32130804e-01 -8.01354806e-02 -4.50082579e-01\n", + " -2.83563719e-01 -2.54589172e-01 1.30339194e-01 8.71808045e-02\n", + " 1.49172429e-01 -4.94682674e-01 -1.60472279e-01 6.52965030e-01\n", + " 7.17227562e-02 2.00925661e-02 -8.69351942e-02 3.63237518e-01\n", + " 1.54838067e-01 5.86799746e-01 8.06002687e-02 3.74671265e-01\n", + " -6.46959103e-01 -2.67484738e-01 2.59089017e-02 -7.56240925e-02\n", + " -8.97071390e-01 -2.91750795e-01 -2.33678822e-01 -3.97007763e-03\n", + " 8.56245373e-01 -4.09003334e-01 -6.18784581e-01 -1.56247863e-01\n", + " 2.04067104e-01 -3.83880688e-01 -2.04842234e-01 -1.27832840e-01\n", + " -3.87348687e-01 -4.65623405e-01 6.37729537e-01 3.76113847e-01\n", + " 2.43793990e-01 -3.77503852e-01 3.25952411e-02 2.93046065e-01\n", + " 2.99011175e-01 -1.96334606e-01 3.62003309e-01 -6.37255479e-01\n", + " 5.89402255e-01 -2.72793827e-01 1.03032935e-01 1.27359138e-01\n", + " -1.28288731e-01 -2.20885691e-01 4.45109414e-01 -6.61960175e-01\n", + " -2.35968474e-01 4.62352621e-01 1.75620219e-01 1.12927130e-01\n", + " -4.14429969e-01 4.87737780e-02 9.23026588e-02 3.26783678e-01\n", + " 6.99565749e-01 2.43545948e-01 -2.28325800e-01 7.62280801e-02\n", + " -7.62891033e-01 4.44178448e-01 2.71287895e-01 4.24852933e-01\n", + " -3.00287508e-01 -5.91156364e-02 1.38186025e-01 -4.26558260e-01\n", + " 2.45318642e-01 -3.25939419e-01 1.03260032e-01 -2.17172510e-01\n", + " 2.51121831e-01 -1.66919974e-01 -1.10589446e-01 3.78035353e-01\n", + " -6.53951448e-01 4.15194939e-02 -5.51561130e-01 -5.54223019e-01\n", + " -9.33175701e-02 -1.43139984e-01 2.78871250e-01 -1.06072826e-01\n", + " 1.21149689e-01 -2.09704766e-01 7.99281083e-03 -9.28189599e-01\n", + " 4.64978886e-02 -8.80446968e-03 -9.46948390e-02 5.83194945e-01\n", + " 3.42825839e-01 2.88631982e-01 -7.67634541e-01 -2.33206984e-01\n", + " 9.94712061e-02 9.27931284e-03 4.40662214e-01 6.29565450e-03\n", + " -8.69783050e-01 -2.43960769e-01 -1.21168385e-01 1.60426932e-01\n", + " 6.41659768e-02 -1.84782602e-01 6.68039421e-02 3.40955125e-02\n", + " 4.21341735e-01 -5.94450655e-02 5.20413857e-01 2.68343182e-01\n", + " -3.36085144e-01 4.59585682e-01 4.62655430e-01 -7.19490560e-02\n", + " 7.84859381e-01 -9.97804726e-02 4.46434488e-01 2.30093569e-01\n", + " 1.92032528e-01 2.79221277e-01 3.76212341e-01 4.07158011e-01\n", + " -1.56977512e-01 -3.18467066e-01 1.95808242e-01 -2.02053502e-01\n", + " -3.78179640e-01 9.79518557e-02 -1.36258298e-01 -4.79464935e-01\n", + " 6.18505167e-01 2.75465772e-01 -4.20605353e-01 -1.88665502e-01\n", + " -2.95318042e-01 -5.09428244e-01 1.75013263e-01 1.02571498e-01\n", + " 3.16578370e-01 -2.14684395e-02 -6.14726214e-02 4.86289248e-02\n", + " -7.36330999e-03 3.22111364e-01 -1.69574032e-01 8.29146051e-03\n", + " -5.70150828e-01 7.70674536e-02 -3.74816412e-01 3.84632328e-01\n", + " -7.66169013e-02 1.53588364e-01 3.18963784e-01 3.18587404e-02\n", + " 6.53300663e-02 -2.86609817e-01 4.78275609e-02 1.08532942e-01\n", + " 2.75004450e-01 6.10035257e-01 -5.29887114e-01 1.00068335e-01\n", + " 4.58822801e-01 -6.66566463e-03 1.19624127e-02 5.59695820e-01\n", + " -3.43811987e-01 -1.18648930e-01 2.41688370e-01 -4.45866066e-02\n", + " 5.79032733e-02 -2.20270053e-01 8.05894650e-02 5.18162408e-02\n", + " -5.04277273e-02 2.66810706e-02 -1.09809782e-01 2.94852967e-01\n", + " 6.54070025e-01 4.18200251e-02 1.70964527e-01 3.59479773e-03\n", + " 1.46373241e-01 3.98788473e-01 -1.20676092e-01 -3.22758671e-02\n", + " -2.91337408e-01 -2.65976497e-01 5.52084008e-02 8.24194906e-02\n", + " -2.08664697e-01 -7.32385741e-03 -2.89765259e-01 5.85829641e-01\n", + " -4.10330005e-02 -1.50244002e-01 -3.99108336e-01 2.70163830e-01\n", + " -1.42404976e-01 -4.56273165e-01 3.49386933e-01 2.48386778e-01\n", + " -1.17627367e-01 -3.24426505e-01 -6.20285584e-02 -2.41898536e-02\n", + " -2.46996395e-03 2.82085251e-01 -1.87017544e-01 3.10285456e-01\n", + " 1.36889084e-01 -1.92142339e-01 1.19492689e-01 -1.81765237e-01\n", + " -2.06656943e-01 -3.98616257e-01 4.41822575e-01 6.37796189e-02\n", + " 1.90652483e-01 -2.24173915e-01 1.14369700e-02 7.74184631e-02\n", + " -6.97068781e-01 -4.13787078e-01 1.72365089e-02 4.74132079e-02\n", + " 1.03792999e-02 3.27294818e-01 -5.11389124e-01 1.63110344e-01\n", + " 9.71973896e-02 1.07063812e-01 -1.23615041e-01 -7.44546956e-02\n", + " -3.01644276e-01 -2.04188593e-01 1.58340148e-01 3.42275497e-01\n", + " 3.20444351e-01 -3.58681277e-02 1.99525974e-01 1.03604150e-01\n", + " 2.74447322e-01 -4.96359712e-01 -3.37200725e-01]\n", + "Found 2313 total galaxies in catalog for cluster 22630\n", + "[ 0.18027475 -0.04958593 -0.01545594 ... -0.15596318 -0.11737921\n", + " 0.37863276]\n", + "Found 1247 total galaxies in catalog for cluster 17777\n", + "[-0.17755899 0.53584643 -0.56541227 ... 0.13590448 -0.28397172\n", + " -0.17819784]\n", + "Found 2529 total galaxies in catalog for cluster 33569\n", + "[-0.18569312 -0.24435683 -0.23881131 ... -0.10040275 -0.10348083\n", + " -0.39138865]\n", + "Found 2263 total galaxies in catalog for cluster 39996\n", + "[ 0.02196514 -0.06028599 -0.14932883 ... 0.09626804 -0.21497911\n", + " -0.33765771]\n", + "Found 4094 total galaxies in catalog for cluster 37007\n", + "[ 0.07284894 0.38554188 0.21999141 ... -0.27485964 -0.00235147\n", + " 0.19650853]\n", + "Found 4852 total galaxies in catalog for cluster 25937\n", + "[ 0.15255857 -0.41420091 -0.28794845 ... -0.40640666 -0.15664724\n", + " 0.02635474]\n", + "Found 1586 total galaxies in catalog for cluster 24386\n", + "[-0.27205013 -0.31597019 0.44689643 ... 0.06128624 0.14351361\n", + " -0.0817034 ]\n", + "Found 5253 total galaxies in catalog for cluster 44685\n", + "[-0.44872314 0.17909645 -0.04093126 ... -0.26766488 0.32192309\n", + " 0.19298336]\n", + "Found 2779 total galaxies in catalog for cluster 48725\n", + "[ 0.20582145 -0.1444869 0.18837871 ... -0.29640027 -0.29535285\n", + " -0.12527403]\n", + "Found 2228 total galaxies in catalog for cluster 27260\n", + "[-0.22416677 0.36743222 -0.37646341 ... -0.31756387 -0.55119146\n", + " 0.20441414]\n", + "Found 1532 total galaxies in catalog for cluster 35316\n", + "[ 0.72049676 -0.21207569 -0.21298772 ... -0.3634102 -0.02489602\n", + " -0.40295261]\n", + "Found 1270 total galaxies in catalog for cluster 59428\n", + "[ 0.25644259 -0.09038017 0.26933536 ... -0.24494628 -0.19486009\n", + " -0.21822688]\n", + "Found 2305 total galaxies in catalog for cluster 25976\n", + "[ 0.11108439 0.12539907 0.08190519 ... 0.33850757 -0.3703267\n", + " -0.43430721]\n", + "Found 3178 total galaxies in catalog for cluster 31596\n", + "[ 0.33542191 -0.3595155 0.11415141 ... -0.33752974 -0.10241494\n", + " -0.19251326]\n", + "Found 6358 total galaxies in catalog for cluster 26346\n", + "[ 0.05561808 0.59199334 -0.46583343 ... 0.03321205 -0.2685966\n", + " -0.2305854 ]\n", + "Found 3056 total galaxies in catalog for cluster 36608\n", + "[ 0.06227627 0.67766812 -0.17692931 ... -0.24484238 -0.24507671\n", + " -0.17460524]\n", + "Found 3770 total galaxies in catalog for cluster 26938\n", + "[-0.01549692 0.13176151 0.48000063 ... -0.27052491 0.14771541\n", + " 0.12189737]\n", + "Found 1528 total galaxies in catalog for cluster 74483\n", + "[ 0.077594 0.41565343 -0.2718991 ... 0.15248395 -0.24333836\n", + " -0.21848731]\n", + "Found 2946 total galaxies in catalog for cluster 62882\n", + "[ 0.30365894 -0.25115253 0.05941377 ... 0.59510717 -0.32169655\n", + " 0.02876253]\n", + "Found 626 total galaxies in catalog for cluster 25770\n", + "[ 4.69931464e-01 8.22515866e-02 1.04774189e-01 -4.91077133e-01\n", + " -4.79108990e-01 -4.92235047e-01 -2.79842955e-01 8.15205721e-01\n", + " -1.07987075e-01 -4.27322232e-01 1.82240614e-01 2.26923950e-01\n", + " 5.05250919e-01 -4.34908175e-02 5.14067394e-01 6.15667160e-02\n", + " 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-0.30940367 0.40758784 0.2886936 -0.11693672 0.4838847 -0.23183956\n", + " 0.61783619 -0.24275999 0.71624778 0.09743434 0.08020081 0.22820985\n", + " -0.30212772 0.03913842 0.54993329 -0.01436338 0.61247789 -0.03800425\n", + " -0.29828439 -0.36992063 0.67662641 -0.37694474 -0.35434536 -0.01248452\n", + " -0.00310894 -0.10640088 -0.27358333 0.60517956 -0.22413163 0.49517426\n", + " -0.33077957 0.01401061 0.38183595 0.28543688 0.46177017 0.1140784\n", + " 0.06848525 0.00745635 -0.59196988 0.5698269 -0.77582658 0.19018918\n", + " -0.54949149 0.27892862 -0.11721174 0.01372189 -0.16820493 0.09408494\n", + " 0.42709648 0.44531959 -0.23617979 -0.01771833 -0.42291197 0.00604222\n", + " 0.23991114 -0.1156619 -0.0730514 0.08619012 0.28103851 0.0759593\n", + " 0.5787172 -0.29581529 0.40233924 -0.67544697 -0.27618368 0.47662885\n", + " 0.80014144 0.0331896 0.01128167 0.84118728 -0.00860522 -0.19407331\n", + " 0.06681775 -0.66630301 -0.13487112 0.6073306 -0.17733756 -0.06844052\n", + " -0.05078984 -0.32472552 -0.74783914 -0.28950767 -0.10484004 0.16928471\n", + " -0.3158421 -0.75437396 -0.29700701 -0.06707425 0.24155822 -0.6070033\n", + " 0.40440298 0.48225626 -0.36403539 -0.17369476 -0.1402689 0.60337631\n", + " 0.20819399 -0.23068501 0.09346703 -0.61638529 -0.13664081 -0.21968719\n", + " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", + " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.20449139\n", + " -0.06275295 -0.01737246 -0.13441127 -0.42624492 0.40878183 0.17816298\n", + " -0.59018023 0.00332248 -0.05265709 -0.00638788 0.30820818 -0.33900044\n", + " 0.33941315 0.36769866 0.02101731 -0.07320512 0.0105963 0.31622004\n", + " 0.31823153 -0.15866534 -0.11144083 -0.28665125 -0.26362738 -0.42295375\n", + " 0.34553862 0.57098034 -0.05633348 0.02369362 0.1739338 -0.27525552\n", + " 0.12538579 0.449764 -0.55895513 0.06274196 -0.07408034 0.00206934\n", + " -0.2232127 -0.24671479 0.20660264 0.41623246 -0.71283104 -0.33223808\n", + " -0.13506834 -0.36030836 -0.09038704 0.47563459 0.00743442 0.24916695\n", + " 0.28785238 -0.25828662 0.12540593 -0.57230805 0.08829456 0.29437735\n", + " 0.00521472 -0.09971871 -0.36513035 0.57654927 0.52602136 -0.03275276\n", + " 0.17764793 -0.12380013 -0.24961409 -0.08062807 0.13297211 -0.18790088\n", + " 0.15100134 0.05093718 -0.24053852 0.20661209 -0.40599494 -0.23845091\n", + " 0.03097259 -0.0461534 -0.51271033 -0.10715767 -0.5450986 0.39353552\n", + " -0.80693118 0.0973963 -0.2489656 -0.08068194 0.31418108 0.08919813\n", + " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 -0.13036097\n", + " 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281 -0.09733946\n", + " 0.21768126 -0.00738029 0.26770758 -0.04257858 0.64934433 0.6012541\n", + " 0.34193981 0.22159095 0.22760763 -0.52321125 -0.04816206 0.54969506\n", + " -0.22052851 0.15482333 -0.10586041 -0.22419676 0.38532588 0.33503145\n", + " -0.24407898 0.09987012 0.66201625 0.06799898 -0.3175067 0.18451241\n", + " 0.38248772 -0.08040749 -0.38046399 -0.6625084 -0.55454228 -0.64649552\n", + " 0.13287805 0.13431635 0.25907102 -0.02901425 -0.21811736 0.4332871\n", + " -0.10841417 -0.36082228 -0.30657611 -0.03256143 0.56831397 0.02105735\n", + " -0.48431863 -0.17336334 0.44250774 0.39373369 0.24748163 0.70702928\n", + " 0.2749094 -0.5873423 -0.20379784 0.2853825 ]\n", + "Found 1152 total galaxies in catalog for cluster 53335\n", + "[ 0.80603861 -0.39028287 -0.28387045 ... 0.36299839 -0.38182703\n", + " 0.03097582]\n", + "Found 609 total galaxies in catalog for cluster 23919\n", + "[-1.15596334e-01 5.86417923e-01 -4.25880081e-01 2.36145276e-01\n", + " -4.39376251e-01 -6.12956095e-01 -6.71305928e-02 8.32752933e-01\n", + " -2.01535449e-01 -4.72506227e-01 2.07795873e-01 -2.48274015e-01\n", + " -1.02309719e-01 -3.35650913e-01 3.88440892e-01 3.65146553e-02\n", + " -1.09602604e-02 -5.18798175e-02 -5.69654214e-02 -1.62681824e-02\n", + " 1.89726685e-01 1.23962530e-01 -6.75746032e-01 -1.52811573e-01\n", + " 7.21774573e-02 -3.13762628e-02 -1.61195806e-01 -1.54225043e-02\n", + " 1.15670461e-01 -1.57178928e-02 -6.33323358e-01 1.36179996e-01\n", + " -7.57006234e-02 1.46887495e-01 -3.37804745e-03 -2.64166849e-01\n", + " 3.13410183e-01 -1.60001193e-01 -2.71328281e-01 -3.23322613e-01\n", + " 1.66791507e-01 4.20276092e-01 -3.68259199e-02 -7.16161706e-02\n", + " 2.48811776e-01 4.81938682e-01 5.56770874e-01 -1.36737438e-01\n", + " -1.96253751e-01 1.81623759e-01 -5.28565550e-01 1.11608259e-01\n", + " 4.19400930e-03 -5.75313401e-02 2.94088672e-01 2.16073870e-01\n", + " 2.35166377e-01 -1.59748476e-01 2.29269943e-01 4.35945418e-01\n", + " -3.87489234e-02 5.05071308e-01 -1.68425528e-01 -6.12454263e-01\n", + " -3.65592277e-01 3.56916669e-01 1.25479790e-01 -1.31309799e-01\n", + " 6.04980332e-01 -7.55304716e-03 -1.17379005e-01 -3.08878333e-02\n", + " 3.69458493e-01 5.94660225e-01 8.17368129e-01 -1.45899228e-01\n", + " -3.29638622e-02 2.70459812e-01 -1.70831223e-01 3.82456215e-01\n", + " 5.79053374e-01 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3.92933659e-02\n", + " 2.03287055e-01 -1.20232787e-01 -7.94505385e-02 4.01154167e-01\n", + " -4.39135468e-01 4.47885039e-01 -3.57310816e-01 2.26317172e-01\n", + " 1.75088360e-01 -1.68727050e-01 -2.08857928e-01 3.64000860e-01\n", + " 6.91172402e-02 -2.91796566e-02 2.06963100e-01 -5.54628343e-03\n", + " -8.25114591e-02 2.48007382e-01 6.31771484e-01 2.45124574e-01\n", + " 6.92384430e-02 6.02990286e-01 9.21688088e-01 1.24767515e-01\n", + " 1.60587661e-02 2.48874358e-01 -5.24623585e-02 -3.79316271e-02\n", + " 2.32757901e-01 5.76133977e-01 -3.88070862e-01 -6.03382509e-01\n", + " 6.42285476e-01 1.63319005e-01 -3.33027652e-01 3.18193680e-01\n", + " 2.46994691e-01 5.77947447e-01 7.69983995e-02 -6.48547773e-01\n", + " -1.18197618e-01 -7.47951678e-01 8.25584017e-02 -6.89895857e-01\n", + " -1.52931140e-01 -3.98006721e-01 -2.86881982e-01 2.33302423e-01\n", + " 3.42831172e-01 3.25593458e-01 1.96661744e-02 8.95964103e-02\n", + " 3.74964308e-01 3.26745056e-02 3.55160914e-01 -3.62685432e-02\n", + " 6.68952078e-01 2.08490816e-02 -3.61023394e-01 -1.66038006e-01\n", + " 2.04518832e-02 3.89591701e-02 -1.33024635e-01 8.40440629e-02\n", + " -1.22093591e-01 7.58033539e-02 -5.41946462e-01 -1.05378565e-01\n", + " 2.32071842e-01 -3.30094049e-01 1.66023714e-01 -1.45283223e-01\n", + " -3.66898012e-02 8.81469451e-02 2.69214130e-02 -2.27177380e-01\n", + " 2.93121549e-01 -3.88928727e-01 3.16910594e-02 -3.78509252e-01\n", + " -1.68586822e-01 -9.69729292e-01 4.06384555e-01 -2.03385032e-01\n", + " -6.99061350e-01 3.49857941e-01 -1.67579932e-01 -1.16554568e+00\n", + " -3.66571496e-01 -4.33014896e-01 5.69639996e-01 6.29728667e-01\n", + " -2.76877084e-02 7.29473610e-01 9.84049037e-02 -3.50038496e-01\n", + " -8.35100009e-03 3.79362927e-01 -2.99419324e-02 4.42441707e-01\n", + " 1.49164735e-01 7.28598948e-02 -3.30867492e-01 1.06679907e-01\n", + " 2.89288652e-01 5.09992531e-01 1.64356838e-01 4.36750969e-01\n", + " -2.74486443e-02 3.03388427e-01 6.27755936e-02 2.36834235e-01\n", + " -6.96680645e-01 1.63910101e-01 -4.21729130e-01 4.03656087e-01\n", + " 4.19161857e-01 1.05918437e-02 2.75383855e-01 3.68161082e-01\n", + " 1.52625413e-01 3.02008215e-01 1.07612634e-01 -1.31501757e-02\n", + " -2.68419576e-02 4.22170964e-01 -1.46286846e-01 4.37093447e-01\n", + " 1.27437078e-01 -1.25965421e-01 1.14805856e-02 3.46672258e-01\n", + " -2.59402907e-01 -2.05493291e-01 -6.56011671e-01 -1.35114518e-01\n", + " 1.34812317e-02 3.83893007e-02 -1.88631327e-01 -1.61252790e-01\n", + " 1.55005419e-01 -2.49332830e-02 -2.04112444e-01 -3.93785454e-02\n", + " -3.23546190e-01 6.24449557e-02 5.06304188e-01 2.67226367e-01\n", + " -7.24221203e-01 -2.37928194e-01 2.82110517e-01 1.51849298e-02\n", + " 2.45899182e-02 2.54109827e-01 1.73808031e-02 -1.72132584e-01\n", + " -6.58498985e-01 1.03903982e-01 -7.53878167e-02 -1.80075373e-01\n", + " 1.32224365e-01 2.75849667e-01 1.12380291e-02 1.11224924e-01\n", + " 3.07010764e-01 4.56391882e-01 9.22793405e-02 1.20741482e-02\n", + " 6.04389329e-01 -1.03386157e+00 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1.96925886e-01\n", + " -3.33327224e-01 -9.26888475e-02 -3.10129373e-01 1.05988875e-02\n", + " -9.50519999e-02 4.34767894e-01 3.59428163e-01 -7.87354615e-01\n", + " 2.22612183e-01 9.17641598e-02 -8.53240620e-03 -2.82481599e-01\n", + " 2.26557062e-01 2.23072757e-01 6.81545274e-01 -1.25563154e-01\n", + " -3.21161719e-01 1.27209707e-01 1.19735031e-01 -5.86235130e-02\n", + " -7.36044260e-02 -4.54158479e-01 -1.91619286e-01 2.59827660e-01\n", + " 1.44540813e-01 -4.56787394e-02 -2.80443879e-02 2.81745167e-01\n", + " -1.45905125e-01 7.53035874e-02 -1.69365571e-01 1.09424709e-01\n", + " 5.36550255e-01 -3.21783896e-01 -1.62908261e-01 1.43156015e-01\n", + " -1.82311190e-01 2.82755235e-01 2.86013310e-01 -6.55614570e-01\n", + " -5.65288681e-01 4.65497524e-01 -1.74354025e-01 -2.78584594e-01\n", + " 4.49908855e-01 2.17767528e-01 -4.10618300e-01 7.96879809e-01\n", + " 1.14372239e-01 -2.70693358e-03 -2.81112112e-01 1.28449703e-01\n", + " 6.97400094e-02 3.60926692e-02 -2.55932612e-01 -2.36620936e-01\n", + " 2.35294806e-01 1.51116241e-02 2.98061824e-01 -9.23371370e-01\n", + " 4.28734196e-01 4.98589710e-01 -1.58000279e-01 -2.79184952e-01\n", + " 2.20569439e-01 -6.70565678e-02 2.77529385e-02 3.76495475e-01\n", + " -4.46017923e-02 -1.32320106e-01 -2.20180493e-01 1.79935789e-01\n", + " 3.11351552e-01 2.74402473e-02 -2.29678385e-01 5.50358123e-03\n", + " 2.61196816e-01 -4.69756762e-01 -1.75334610e-01 -2.13255002e-01\n", + " 6.89028586e-02 5.13364819e-01 1.65377955e-01 -7.63189555e-03\n", + " -5.05683936e-02 -4.99286598e-01 1.22111123e-01 -1.57093841e-01\n", + " 3.43981973e-01 -2.49822127e-01 -6.17750571e-01 2.15225425e-01\n", + " 4.89675733e-01 3.36380844e-01 2.53218899e-01 3.27104720e-01\n", + " -3.73052359e-01 4.18838857e-02 -3.26093510e-01 2.98932535e-01\n", + " 1.32237610e-01 -6.91285446e-01 -3.52370699e-01 -2.53755110e-01\n", + " 3.07805128e-01 2.69001871e-01 -5.11147349e-01 -5.09107018e-01\n", + " -2.93222945e-01 -1.76199255e-01 2.17827931e-01 4.51695199e-02\n", + " 1.00878477e-01 1.68763181e-01 4.79176616e-01 -5.21598362e-01\n", + " -4.22880154e-01 -3.60985840e-02 -3.19118683e-02 -6.36025654e-01\n", + " 3.50316968e-01 2.53611152e-01 2.82788655e-01 3.70194993e-01\n", + " 2.08444555e-01 3.93250606e-01 -2.55947696e-01 -1.59025662e-01\n", + " 2.20679446e-01 3.11629596e-01 1.86285855e-02 4.53126990e-01\n", + " 5.31726933e-01 3.47375325e-01 -1.88078563e-01 -4.13946629e-01\n", + " 5.81888540e-01 -8.45006907e-02 -3.07036288e-02 -9.50360018e-02\n", + " 2.02851041e-01 -2.14072949e-01 3.89271492e-01 4.86958991e-02\n", + " 5.60708245e-01 -9.07633920e-05 -5.50044156e-01 -4.31455726e-02\n", + " 1.89339860e-02 -1.69481030e-01 3.43171003e-02 5.84377226e-01\n", + " -2.38208859e-01 -5.95323107e-02 7.99670228e-02 -1.77986489e-01\n", + " -2.55602804e-01 -2.73939472e-01 2.21198307e-01 -2.96216061e-01\n", + " -2.09332280e-01 2.35275098e-01 1.10862956e-01 -5.40816916e-01\n", + " 3.03389868e-01 1.66326767e-01 1.94661411e-01 1.17315373e-01\n", + " -3.46810234e-01 -4.54448506e-02 -3.88206836e-02 -1.67631299e-01\n", + " -3.36132725e-02 3.88070300e-01 -1.82569561e-02 -2.58134995e-01\n", + " 8.44571821e-02 2.25543321e-01 -1.53290143e-01 -2.31306765e-01\n", + " 1.17463708e-01 4.07263881e-01 2.42066903e-01 -3.20678611e-01\n", + " -5.94705318e-02]\n", + "Found 3765 total galaxies in catalog for cluster 16567\n", + "[-0.1675814 -0.27338587 -0.1100138 ... -0.06819804 0.0441848\n", + " -0.23963409]\n", + "Found 2588 total galaxies in catalog for cluster 41321\n", + "[ 0.22415221 0.152474 0.25868994 ... -0.05783813 -0.10618633\n", + " 0.02656581]\n", + "Found 558 total galaxies in catalog for cluster 52141\n", + "[ 2.52467599e-01 1.06414601e-01 -2.87964206e-01 2.79906323e-01\n", + " 7.07002177e-03 2.33084233e-01 -1.43469351e-01 1.76573584e-01\n", + " -7.62741536e-01 -2.59476169e-01 -2.11709354e-01 -4.39894207e-02\n", + " 2.34065474e-01 3.99955541e-01 1.92101310e-02 7.00903075e-02\n", + " 3.27113408e-01 6.79246007e-01 -3.22713060e-01 5.06073131e-01\n", + " -2.14312395e-01 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8.69978425e-01 1.50474125e-01\n", + " 4.47281140e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", + " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", + " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", + " 2.85040776e-01 3.61266601e-01 2.66090586e-01 8.34683104e-03\n", + " -3.63512642e-01 5.53708965e-01 -2.58505495e-01 8.81540401e-02\n", + " -5.42109493e-01 4.12258734e-01 3.14216105e-01 5.12472600e-01\n", + " 1.30278866e-01 -3.49224746e-01 2.50176959e-01 1.26971845e-01\n", + " -4.68310967e-01 1.24310377e-01 8.30235627e-02 2.55160227e-01\n", + " 3.91974675e-01 6.60360475e-02 2.13747953e-01 -3.99561572e-01\n", + " -6.92255788e-01 -1.63728374e-01 -2.97647517e-01 2.47068833e-01\n", + " 3.03471616e-01 -2.64852749e-01 8.85174463e-02 1.45715178e-01\n", + " 3.98430772e-01 4.33591824e-01 4.52333178e-01 -1.48419932e-01\n", + " -2.19191275e-01 3.43360432e-01 -1.31421654e-01 -1.49166803e-01\n", + " -1.92958706e-01 1.15474126e-01 6.01020545e-01 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-6.48773592e-01 -1.79526154e-01 -5.57228790e-01 2.79462845e-01\n", + " -3.94914597e-03 -2.63385536e-01 8.29324204e-01 2.37231522e-01\n", + " -3.00912693e-01 -4.20259697e-01 1.54961282e-01 2.32178988e-01\n", + " 5.93353305e-02 -4.80078810e-01 1.07422990e-01 -4.36701546e-01\n", + " 4.13344377e-01 -1.58888932e-01 -3.59229758e-01 1.92005679e-01\n", + " 5.30034150e-01 1.84776971e-01 -6.35698459e-01 -3.47494183e-01\n", + " 5.34225310e-01 2.43435223e-01 -2.83676563e-01 -1.30874481e-01\n", + " 9.46973462e-02 -1.88493048e-02 5.11022267e-02 -2.72804223e-01\n", + " -3.71239525e-01 4.94806703e-02 -8.84129604e-02 3.43759434e-01\n", + " -3.92417402e-01 2.97974353e-01 -1.02761075e-01 -2.38287635e-01\n", + " -1.13685275e-01 -1.27049356e-01 -4.40224282e-01 3.87510820e-01\n", + " -1.68653818e-02 4.49051852e-01 3.09895989e-02 3.85612333e-01\n", + " -5.79324259e-01 -5.60514154e-01 6.66893407e-02 -3.46694500e-01\n", + " 3.60311484e-01 5.01229527e-01 -1.73918874e-01 -2.08270675e-03\n", + " -8.26184074e-01 -3.12989690e-02 -4.43385814e-02 3.86676960e-01\n", + " -5.02726612e-01 7.02721924e-02 2.15791283e-01 8.34947263e-01\n", + " -1.29450525e-01 2.84363258e-01 -1.72157576e-01 -4.75289657e-01\n", + " -3.99899556e-02 2.85052401e-01 4.00064410e-01 2.64690433e-01\n", + " 2.88702001e-01 5.18483573e-01 2.31732992e-01 4.44016533e-04\n", + " -1.12145639e-02 2.82768153e-01 -3.13070992e-01 -2.02829395e-02\n", + " 3.78878204e-01 -4.10482925e-01 -4.90912408e-01 1.88549415e-01\n", + " 8.90452635e-03 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", + " 3.27943543e-01 4.72754813e-01 5.26447239e-02 1.55302029e-01\n", + " 5.27695197e-01 3.45805666e-01 -3.39501383e-01 -3.14519208e-01\n", + " 5.66649855e-01 1.66969524e-01 -5.75334459e-02 -2.96172387e-02\n", + " 2.21192724e-01 -1.84772811e-01 5.22038995e-03 -2.29602658e-01\n", + " 6.60662368e-02 -2.83020146e-02 -2.03033035e-01 -3.73395307e-01\n", + " -6.28760588e-01 -2.38386847e-01 -4.55686541e-03 4.38873624e-01\n", + " -4.75834883e-02 -3.32695498e-01 1.77603802e-01 -1.93081677e-01\n", + " 1.97832726e-01 2.64282618e-01 1.94827335e-01 1.03604566e-01\n", + " -8.12307426e-02 2.64906022e-01 -1.18179006e-01 -2.28505654e-01\n", + " -3.73452490e-01 -3.53983599e-01 1.77091364e-02 2.20917979e-01\n", + " 2.29760530e-01 4.22849655e-01 -9.65144916e-03 -5.04497049e-02\n", + " 3.64099114e-01 2.61015508e-01 1.58992961e-01 -2.43341499e-01\n", + " 1.46488575e-02 4.96634900e-02]\n", + "Found 2760 total galaxies in catalog for cluster 52451\n", + "[ 0.051724 0.26272948 -0.05800188 ... -0.24798929 -0.0441815\n", + " 0.10740707]\n", + "Found 1560 total galaxies in catalog for cluster 51057\n", + "[-0.42657209 -0.08416496 -0.398256 ... 0.13367647 0.25004617\n", + " 0.40571457]\n", + "Found 2515 total galaxies in catalog for cluster 14210\n", + "[ 0.12090656 0.73914921 0.42863059 ... -0.20407521 -0.23694872\n", + " -0.24344883]\n", + "Found 2800 total galaxies in catalog for cluster 33410\n", + "[ 0.22385079 0.77667939 0.37042423 ... -0.40452767 -0.14521263\n", + " -0.37206719]\n", + "Found 3542 total galaxies in catalog for cluster 78132\n", + "[ 0.08261277 0.61983545 0.10814323 ... 0.08179974 -0.33159586\n", + " -0.26750286]\n", + "Min search angle = 20.111239360034133 arcmin\n", + "Mean search angle = 25.964606752423457 arcmin\n", + "Max search angle = 45.0930880390025 arcmin\n", + "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", + " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", + " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", + " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", + " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", + " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", + " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", + " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", + " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", + " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", + " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", + " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", + " 0.00669423 0.006973 0.00771178] rad, and \n", + "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Using single 2D shear calibration!\n", + "Process 0 processing chunk 0 - 82,200\n", + "cluster_z and type 0.49929956 \n", + "cluster_z and type 0.64601874 \n", + "cluster_z and type 0.6410095 \n", + "cluster_z and type 0.6587467 \n", + "cluster_z and type 0.8156214 \n", + "cluster_z and type 0.6254669 \n", + "cluster_z and type 0.8727886 \n", + "cluster_z and type 0.5422798 \n", + "cluster_z and type 0.77666825 \n", + "cluster_z and type 0.33334264 \n", + "cluster_z and type 0.72671944 \n", + "cluster_z and type 0.46572214 \n", + "cluster_z and type 1.035111 \n", + "cluster_z and type 0.9868597 \n", + "cluster_z and type 0.48154548 \n", + "cluster_z and type 0.34901306 \n", + "cluster_z and type 0.660803 \n", + "cluster_z and type 0.5489526 \n", + "cluster_z and type 0.5732822 \n", + "cluster_z and type 0.48545152 \n", + "cluster_z and type 0.48073718 \n", + "cluster_z and type 0.5205169 \n", + "cluster_z and type 0.45513922 \n", + "cluster_z and type 0.37233016 \n", + "cluster_z and type 0.72563916 \n", + "cluster_z and type 0.25462273 \n", + "cluster_z and type 0.549555 \n", + "cluster_z and type 0.71684 \n", + "cluster_z and type 0.56993246 \n", + "cluster_z and type 0.6154449 \n", + "cluster_z and type 1.0356219 \n", + "cluster_z and type 1.0020661 \n", + "cluster_z and type 0.23431362 \n", + "cluster_z and type 0.5927657 \n", + "cluster_z and type 0.6087652 \n", + "cluster_z and type 0.6046681 \n", + "cluster_z and type 0.50011617 \n", + "cluster_z and type 0.593976 \n", + "cluster_z and type 0.8731144 \n", + "cluster_z and type 0.592247 \n", + "cluster_z and type 0.43162814 \n", + "cluster_z and type 0.51871866 \n", + "cluster_z and type 0.34493634 \n", + "cluster_z and type 0.43753046 \n", + "cluster_z and type 0.6061629 \n", + "cluster_z and type 0.71660864 \n", + "cluster_z and type 0.8984475 \n", + "cluster_z and type 0.86106193 \n", + "cluster_z and type 0.57198143 \n", + "cluster_z and type 0.48342547 \n", + "cluster_z and type 0.24044088 \n", + "cluster_z and type 0.6384199 \n", + "cluster_z and type 0.45206454 \n", + "cluster_z and type 0.7653682 \n", + "cluster_z and type 0.4100084 \n", + "cluster_z and type 0.9812018 \n", + "cluster_z and type 0.99775815 \n", + "cluster_z and type 0.8671669 \n", + "cluster_z and type 1.0477397 \n", + "cluster_z and type 0.49412334 \n", + "cluster_z and type 0.596166 \n", + "cluster_z and type 0.9101417 \n", + "cluster_z and type 0.5932099 \n", + "cluster_z and type 0.7193937 \n", + "cluster_z and type 0.653051 \n", + "cluster_z and type 0.53016365 \n", + "cluster_z and type 0.46268275 \n", + "cluster_z and type 0.84439105 \n", + "cluster_z and type 1.1292421 \n", + "cluster_z and type 0.28674597 \n", + "cluster_z and type 0.7892001 \n", + "cluster_z and type 0.5305519 \n", + "cluster_z and type 0.62169576 \n", + "cluster_z and type 0.61630654 \n", + "cluster_z and type 1.0183831 \n", + "Process 0 done reading\n", + "Overall pair count = 168710\n", + "Collecting data for cluster 0\n", + "Found 2416 total galaxies in catalog for cluster 11\n", + "[-0.01460278 -0.01207189 -0.40514439 ... 0.3374269 -0.21345346\n", + " -0.00186678]\n", + "Found 1982 total galaxies in catalog for cluster 827\n", + "[-0.51955674 0.09179214 -0.53170309 ... -0.31964246 -0.42943527\n", + " -0.18791063]\n", + "Found 1929 total galaxies in catalog for cluster 1985\n", + "[ 0.07294564 -0.52685466 0.3145825 ... -0.31951394 -0.54623969\n", + " -0.13255294]\n", + "Found 1887 total galaxies in catalog for cluster 1632\n", + "[-0.54855106 0.08365615 -0.52021912 ... -0.13972801 -0.11702557\n", + " -0.19418091]\n", + "Found 639 total galaxies in catalog for cluster 2453\n", + "[ 5.95243782e-02 -2.24517169e-01 4.28093691e-01 -1.61198201e-01\n", + " 3.71598826e-01 -7.87646007e-02 -2.18001445e-01 -1.55628589e-02\n", + " 8.65978634e-02 9.72118092e-02 1.53386672e-01 5.69204595e-01\n", + " -6.62255102e-01 -2.35652709e-01 5.40500288e-01 -1.85784323e-01\n", + " 3.93869510e-01 -7.12909807e-01 -4.44060972e-02 -8.95469837e-01\n", + " 3.14531500e-01 4.68797637e-01 3.76431214e-01 1.78777122e-02\n", + " -3.47209244e-01 1.71169997e-02 -3.53833528e-01 -4.86728064e-01\n", + " 2.03359983e-01 2.07500589e-02 4.90549214e-01 -2.28225645e-01\n", + " -2.25425388e-01 -4.21091220e-01 -4.80568970e-01 -2.12985893e-01\n", + " 1.03158230e+00 -3.75785998e-01 6.70483364e-01 2.17628732e-03\n", + " -9.21675342e-02 5.78289387e-01 -6.62151366e-01 -1.73100253e-01\n", + " 4.52822178e-01 1.30016692e-01 7.22911126e-02 1.26735874e-01\n", + " 1.24150960e-01 7.14803714e-02 -4.08975325e-01 -4.48550951e-01\n", + " 9.06216891e-02 2.31662975e-01 -2.59520100e-01 -1.52257441e-01\n", + " -9.05953049e-02 -1.50136051e-01 3.00660830e-01 -4.54347002e-01\n", + " -4.77975499e-01 9.58027118e-02 2.67157461e-01 5.76527539e-01\n", + " -3.37452226e-01 -1.10269458e-01 -4.43723778e-01 -5.68594586e-02\n", + " -2.97369737e-01 -7.65832346e-01 -1.86887862e-01 1.45036250e-03\n", + " 4.12283528e-01 -1.98542369e-01 -5.27030940e-01 -3.20624080e-01\n", + " -3.23214579e-01 -2.96161386e-02 3.53289652e-01 -2.15669480e-01\n", + " -2.67519068e-01 2.94147519e-01 -2.47719805e-01 1.54630224e-01\n", + " 3.89807674e-01 1.06782922e-02 2.97880523e-01 2.09877948e-01\n", + " 2.69367967e-01 6.05455260e-02 -2.59870423e-02 -2.44804182e-01\n", + " 2.40733384e-02 -3.93956502e-01 -2.56045091e-01 -4.44909393e-01\n", + " -6.51207717e-01 -1.41428561e-01 2.33471225e-01 -2.11766589e-01\n", + " 1.45625129e-01 4.30591963e-01 3.63005280e-01 4.62965111e-01\n", + " 1.51449104e-01 -1.08360919e-01 -1.83274128e-01 2.01634219e-01\n", + " -7.39479618e-02 -7.93490290e-02 -4.64739165e-01 4.32795164e-01\n", + " -8.09933233e-01 -2.49479528e-01 -1.93443097e-01 1.56674729e-02\n", + " -4.36687370e-01 -4.28505476e-01 -7.79638789e-01 2.13122111e-01\n", + " -1.29649146e-02 -2.42941955e-02 -2.62093348e-01 -1.24081664e-01\n", + " 1.66029964e-01 3.22288384e-01 1.09548345e-01 4.33416871e-01\n", + " -3.10955598e-01 -6.54700858e-01 -9.06752962e-02 8.35364626e-03\n", + " 5.77444835e-01 2.27592543e-01 -4.58817317e-02 9.30189034e-01\n", + " 2.38223018e-01 -1.13925247e-01 1.64629594e-01 2.89585625e-02\n", + " -5.97090454e-02 -7.14376088e-02 7.85370056e-01 1.65243760e-01\n", + " -4.68317288e-01 6.84191080e-02 1.47999951e-01 -2.49825517e-01\n", + " -1.26090311e-01 -6.70301053e-02 -5.21347761e-02 -2.64064851e-01\n", + " 6.72203041e-01 -4.01193890e-03 2.89008310e-01 -3.05398330e-01\n", + " -1.07238340e-01 -3.47666352e-01 -4.42742876e-01 2.31087848e-01\n", + " 1.10689660e+00 -4.19286465e-01 3.78945279e-01 1.51402570e-02\n", + " -8.80479453e-01 2.83635216e-01 -9.16239773e-02 2.83938541e-01\n", + " -2.35636905e-01 -2.63351190e-01 -2.53227142e-01 1.68507706e-01\n", + " 7.49043165e-02 5.47681547e-01 -1.07465873e-01 2.75647018e-01\n", + " -3.51334171e-01 3.63032410e-01 -1.98823228e-01 2.09474831e-01\n", + " -1.43894920e-01 4.79518473e-01 1.63615623e-01 -3.97272620e-01\n", + " -1.04426524e-01 4.49869213e-01 3.27740453e-01 -1.69502266e-01\n", + " -2.52424560e-01 4.66278610e-01 1.40277965e-01 7.16108777e-03\n", + " 4.85773066e-01 -3.40909820e-02 -6.76489356e-02 -1.69458546e-02\n", + " -2.84077529e-01 -2.23462721e-01 1.99028559e-02 -3.83663290e-01\n", + " 6.99659440e-04 3.22703155e-03 -4.17235329e-01 -3.88878234e-01\n", + " -1.55210179e-01 -2.70213149e-01 -5.11967582e-01 3.35721577e-02\n", + " -4.45855757e-01 -2.32419981e-01 -3.84948722e-01 9.90104397e-02\n", + " -3.27645609e-01 4.40727898e-03 -2.16219873e-01 -2.58523932e-02\n", + " 2.09848613e-01 -1.10230477e-01 5.83214585e-02 1.12156709e-01\n", + " -1.04559020e-01 1.16258187e-01 -4.11946865e-01 6.41485846e-01\n", + " 4.42203182e-01 4.52811148e-01 5.11072620e-03 4.17379778e-01\n", + " 5.88568322e-02 -4.78420096e-01 -2.56997057e-01 1.19725716e-01\n", + " -1.05278488e-01 3.51703009e-01 1.80058095e-01 2.85442153e-01\n", + " 4.44449607e-01 -3.49990140e-01 -2.66643220e-01 5.17376402e-01\n", + " -4.81182564e-01 -5.75523789e-02 4.88840746e-02 3.00597446e-01\n", + " 2.32847621e-01 3.85166464e-02 -3.35825823e-01 -1.89136201e-01\n", + " 3.13912569e-01 2.23115094e-01 3.46402109e-01 2.14212082e-01\n", + " 1.64338681e-01 -6.21885858e-01 -1.14589777e-01 4.16447220e-01\n", + " 1.99363336e-01 -5.60141004e-01 4.17650184e-02 1.44553263e-01\n", + " -8.75981181e-02 -4.67590979e-02 8.69563110e-02 8.15001779e-02\n", + " 3.81572742e-01 4.61040464e-01 -2.18404687e-01 2.12027290e-01\n", + " -1.29058391e-01 -1.47659166e-01 -1.24235474e-01 -7.80804918e-02\n", + " -2.25641163e-01 -3.82819701e-01 2.86425598e-01 -3.51165187e-01\n", + " -6.42570841e-01 5.66805768e-02 -3.41328283e-01 4.11462649e-01\n", + " -1.29374861e-01 1.67827055e-01 -3.10589712e-03 -2.53500026e-01\n", + " 3.28045798e-01 2.76528253e-01 3.15638372e-01 4.13072008e-01\n", + " 2.39891681e-01 1.77079009e-01 3.16230446e-01 2.14160966e-01\n", + " 3.57741706e-01 2.68725788e-01 8.74933473e-02 -3.88203993e-01\n", + " -5.43437750e-01 3.74703432e-01 -1.05296923e-01 -1.58144716e-01\n", + " 1.28411830e-01 1.18711317e-02 4.49635392e-01 -2.64410623e-01\n", + " -2.38146188e-01 -4.96921066e-02 2.34307885e-01 -9.29752698e-02\n", + " 3.75563083e-01 -9.87442666e-02 -2.31907318e-01 2.55549612e-01\n", + " 6.50416164e-02 -4.71897928e-01 7.91152354e-02 1.59879173e-01\n", + " 7.73485244e-03 -1.34500005e-01 -5.65152940e-01 -1.04036807e-01\n", + " -1.67369975e-02 6.18554246e-01 1.73965383e-01 -3.89919669e-01\n", + " -1.61320191e-01 -2.93299553e-01 -1.21118041e-01 -6.35990672e-01\n", + " 2.55384386e-01 -4.20814804e-01 -1.81092216e-01 -1.07210730e-01\n", + " 1.52030147e-01 3.57448167e-01 8.63144728e-01 -1.65841256e-01\n", + " 3.65569539e-01 2.60253392e-01 -3.70951658e-01 -1.52412214e-01\n", + " -2.79953982e-01 3.35004608e-01 3.30541711e-01 2.81787264e-01\n", + " 2.50589841e-01 2.32384324e-02 3.69673304e-01 -7.65199821e-02\n", + " 2.57079574e-01 -4.14819641e-01 7.56016991e-01 3.52207441e-01\n", + " 9.49973439e-02 5.58376521e-01 3.71208338e-02 -5.84985123e-02\n", + " -1.39115661e-01 -2.97096896e-02 -1.19881994e-01 4.31974649e-01\n", + " 9.23497376e-02 2.56661161e-01 -5.59696062e-02 -3.18313032e-01\n", + " -1.84966605e-02 2.91727316e-01 -2.69629485e-01 -4.34250182e-01\n", + " -2.30962213e-01 -2.54223705e-01 8.02814498e-02 -3.44330755e-01\n", + " -2.70380742e-01 7.85782599e-01 3.24539974e-01 -1.27237642e-01\n", + " 4.24416631e-01 -1.68106331e-01 -4.39481945e-02 -3.61658393e-01\n", + " 4.11891182e-02 6.76103321e-01 9.48803230e-02 2.89963018e-01\n", + " 4.26854983e-01 -1.50408880e-01 6.41749092e-01 4.52569572e-01\n", + " -4.27626763e-01 1.59502205e-01 1.53649528e-01 -7.06793274e-01\n", + " 3.85115366e-01 9.87038364e-02 4.37403458e-01 7.10853646e-02\n", + " 7.01954696e-01 4.47301021e-02 7.38439049e-02 -5.69436234e-02\n", + " -4.62593172e-01 -3.22162445e-01 8.22748617e-02 4.65620231e-01\n", + " 2.00903782e-01 4.38993527e-02 -3.57800623e-02 1.73265843e-01\n", + " 6.21640623e-01 1.61231869e-01 -1.67988900e-01 -1.13340674e-01\n", + " -5.99186853e-01 5.11929303e-01 -5.39138151e-01 8.08337256e-02\n", + " 1.39499121e-01 -4.47094495e-02 1.61253449e-01 6.93274514e-02\n", + " -2.35216754e-02 2.04086475e-01 -5.05650330e-01 3.32725620e-01\n", + " 2.93735239e-01 1.83131099e-01 4.20024183e-02 -3.78464250e-02\n", + " -3.03688311e-01 -3.55300954e-02 -2.52987448e-01 1.87915860e-01\n", + " 7.03066245e-01 1.76173809e-01 3.02358335e-01 1.12011375e-01\n", + " 6.75798417e-02 -2.39860568e-01 -6.05045813e-01 2.09306787e-02\n", + " -3.41211672e-01 1.98824551e-01 5.72732680e-01 -4.54642252e-01\n", + " 2.51339670e-01 -2.62334759e-01 2.87690979e-01 -1.38284973e-01\n", + " -3.96273525e-02 1.22293813e-01 4.64865170e-02 2.10344889e-01\n", + " -1.51757319e-01 2.24780397e-01 6.08795068e-01 2.78710147e-01\n", + " -5.80485006e-02 2.78688015e-01 2.42624688e-01 -6.34567956e-02\n", + " -2.49788065e-01 -8.13216802e-02 -6.24462239e-01 5.51577223e-02\n", + " -7.33737294e-02 2.85943960e-01 1.41461216e-01 -4.70993140e-01\n", + " -4.89416880e-01 7.92854209e-02 -6.54816927e-02 -7.69116820e-02\n", + " 4.15335869e-01 3.99540000e-02 3.40612694e-01 -2.31833269e-01\n", + " 1.77334972e-01 2.72460216e-02 4.43546588e-01 -4.95411604e-01\n", + " 7.48518162e-03 2.93432234e-01 4.74083676e-01 1.81516676e-01\n", + " -2.60559740e-01 4.13434724e-01 4.64364084e-01 2.47255911e-01\n", + " -2.11844305e-01 -1.55404009e-01 -1.50578689e-02 1.34134152e-02\n", + " -3.05503913e-01 -7.60625583e-02 4.79902042e-01 -2.30077810e-01\n", + " 5.71027592e-01 3.60814074e-01 2.61403770e-01 1.41347875e-01\n", + " -4.47434879e-01 -2.60019299e-01 3.93732643e-01 1.57759363e-01\n", + " -3.08202256e-02 2.04793988e-01 4.27661433e-01 -8.82472910e-02\n", + " 2.10549501e-01 -2.76974974e-01 -2.46663070e-01 -3.05782406e-01\n", + " 1.72415544e-02 4.20241051e-01 -5.00116423e-01 1.42057080e-01\n", + " 4.07752816e-01 -2.26000059e-01 1.14444859e-01 2.86689774e-01\n", + " -6.74657641e-01 5.91657460e-01 -2.27916061e-01 1.98189118e-01\n", + " 2.06797226e-01 -5.96177269e-01 -5.99739658e-02 -3.03796689e-01\n", + " 1.83218567e-02 -7.10071309e-02 2.11235020e-01 6.15115757e-02\n", + " 4.92547578e-01 -2.20364786e-01 -6.08257232e-02 3.43330796e-01\n", + " 9.91202930e-02 6.25850509e-01 2.84420867e-01 -2.32654912e-02\n", + " 1.77854846e-01 2.44079669e-01 -1.96084338e-01 -8.64727440e-02\n", + " 4.39772478e-01 1.25705273e-01 4.92925008e-01 -4.50841382e-01\n", + " 4.46562452e-01 -4.14843117e-01 -2.01558826e-01 2.35862973e-01\n", + " 2.62822735e-01 1.62887990e-01 -7.38713113e-01 2.40996183e-01\n", + " 5.08946118e-01 5.78997263e-01 -1.52274713e-01 -1.82664158e-01\n", + " 7.87328849e-03 -5.51176006e-01 -2.76971095e-01 -5.19898507e-01\n", + " 4.39050543e-01 1.14072382e-01 4.36420022e-01 -4.30530243e-01\n", + " 7.61448665e-01 -4.59547256e-01 -1.70937514e-01 7.83489691e-02\n", + " -7.12219846e-02 4.71360113e-01 3.34809120e-02 1.46364265e-01\n", + " 2.03348928e-01 4.89473313e-01 -8.15638432e-02 -5.03744617e-01\n", + " 3.86328898e-02 2.45344988e-01 5.17754627e-01 1.98290576e-01\n", + " 4.12749056e-03 -2.14509329e-01 6.54357654e-02 -5.09784689e-02\n", + " -3.43008830e-01 -2.52102068e-01 3.17243718e-01 -6.57300972e-02\n", + " -4.23232929e-01 -5.37388705e-01 -3.15291639e-02 1.84396758e-01\n", + " -1.15166786e-01 3.72480174e-01 3.07930666e-01 4.54629141e-02\n", + " -1.61094216e-01 1.06249982e-01 -4.73837740e-02 -2.61939957e-01\n", + " -6.40294294e-01 2.12821812e-01 -5.71815912e-02 7.06005885e-01\n", + " -6.44853137e-02 5.42775367e-01 5.11306500e-01 1.45984214e-02\n", + " -8.49897991e-03 -3.15747638e-01 -2.58785157e-01 -5.20884756e-02\n", + " 2.03137185e-01 -2.72054206e-01 3.27087877e-01 3.63773814e-01\n", + " -6.65726550e-02 2.03472210e-01 -2.72351636e-02 -1.13323813e-01\n", + " -4.17959427e-01 1.75098900e-01 -3.03326834e-01 4.87888043e-02\n", + " 4.96962770e-02 -3.03628969e-01 -2.64000230e-01 9.18045217e-02\n", + " -3.24067443e-01 -1.45608200e-02 -3.55785337e-02 3.14724575e-01\n", + " -3.41335037e-02 6.82840306e-02 1.36638288e-01]\n", + "Found 3068 total galaxies in catalog for cluster 2678\n", + "[-0.25879227 0.69326905 0.02093781 ... 0.21458582 0.0433305\n", + " 0.13221218]\n", + "Found 722 total galaxies in catalog for cluster 4643\n", + "[-3.81844324e-01 -1.17634142e-01 -2.92530220e-01 2.87351256e-01\n", + " -9.61865215e-01 1.57932114e-01 1.37976366e-01 -6.10319267e-02\n", + " -4.97906313e-01 8.87686161e-02 -4.25565420e-01 -1.65611647e-01\n", + " 1.59914600e-01 4.29808115e-01 2.27499155e-03 3.64005181e-01\n", + " -9.05989519e-02 -3.43928028e-01 3.52819538e-02 4.03907100e-01\n", + " 2.74509589e-01 -2.58717193e-01 -1.01606030e-01 -4.72195204e-01\n", + " -1.57843090e-01 -1.93393070e-01 -5.65583532e-01 3.16367915e-01\n", + " -2.48658908e-01 5.68236117e-01 -1.86431444e-01 -2.02090418e-01\n", + " -2.06679395e-01 5.64538235e-01 -2.02322682e-01 3.72498918e-01\n", + " -3.18367069e-02 -1.14268916e-01 -4.10170480e-01 -7.42685082e-02\n", + " 9.96801156e-02 -1.65733354e-01 2.90471039e-01 8.71152441e-02\n", + " -5.03766002e-01 4.78550488e-02 2.96119603e-01 1.60442261e-01\n", + " 3.75413463e-01 -3.53132160e-01 3.68366438e-01 -1.56973653e-01\n", + " 3.54280413e-02 2.90028013e-01 -2.66792397e-01 1.05890115e-01\n", + " -3.49436119e-01 -5.86957771e-01 -1.43184217e-03 3.55239461e-01\n", + " -3.90325826e-01 1.92437674e-01 1.94524824e-01 2.27803165e-01\n", + " 5.99849732e-02 -2.76024805e-01 2.29213275e-01 1.20767442e-01\n", + " -1.62586273e-01 -7.92081063e-03 -4.85555232e-01 6.02790264e-02\n", + " 5.29909500e-01 2.10523359e-01 -2.31228599e-01 -3.27536213e-01\n", + " -1.25755847e-01 -1.06081379e-01 1.06514766e-02 3.65053230e-01\n", + " 3.76294533e-01 -3.62403349e-01 -4.75956982e-02 2.21861955e-04\n", + 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2.03395790e-01 1.81029718e-01\n", + " -2.63154682e-01 3.19506654e-01 1.64100517e-01 -1.68623980e-01\n", + " 4.87876645e-01 3.23193017e-01 3.14203587e-01 4.63023075e-01\n", + " 3.05075896e-02 -9.57447314e-02 -2.89453443e-01 4.47958448e-01\n", + " 1.58529193e-01 -2.20898838e-01 -2.14754310e-01 -1.45860076e-01\n", + " -1.98874108e-01 -8.70161759e-02 1.15588805e-01 -1.62637438e-01\n", + " -7.43871843e-01 1.09641871e-01 -1.26031111e-01 -3.99307585e-02\n", + " 1.83097155e-01 9.52571274e-02 3.18236971e-01 -2.29038947e-01\n", + " 9.35870372e-02 -2.11721720e-02 1.50770587e-02 -1.24653419e-01\n", + " 2.64054117e-01 1.50793455e-01 1.59675139e-01 -1.48132411e-01\n", + " 4.86445304e-01 -2.25879185e-01 2.44351369e-01 -2.74375877e-01\n", + " 1.75477176e-01 -2.03156794e-02 -5.02443400e-01 -2.96231024e-01\n", + " -5.94772689e-01 -3.13772026e-01 4.62749519e-02 -1.65787091e-01\n", + " -1.41506210e-01 -3.21638433e-01 -5.20400433e-01 2.40482971e-01\n", + " -2.64025797e-01 4.07325649e-01 -2.88428108e-01 2.59700860e-02\n", + " 8.58373310e-03 -6.12338273e-02 -1.98365072e-01 2.24250254e-01\n", + " -1.75558497e-01 -5.11159601e-02 5.04122937e-01 -3.28368152e-01\n", + " -7.72363157e-02 1.26495332e-01 4.95837150e-01 3.14731467e-01\n", + " -2.86477546e-01 3.54457545e-01 -2.16639575e-01 -5.66817643e-02\n", + " 2.90210597e-02 -6.78298413e-02 -4.00004274e-01 -2.24954800e-01\n", + " -5.68444443e-02 8.66065533e-03 4.32820248e-01 5.78882706e-01\n", + " -1.62658218e-01 2.30774143e-01 5.52120717e-02 -1.33415806e-02\n", + " -3.82976611e-01 7.74596190e-03 -1.50126423e-01 -1.53057995e-02\n", + " 1.19485052e-01 1.26420607e-01 -9.48823744e-02 -7.00802169e-03\n", + " -3.45101660e-01 1.24266075e-01 -3.32684556e-01 8.14443321e-03\n", + " -9.39448364e-02 1.91525349e-01 1.79214225e-02 3.80391562e-01\n", + " -1.60130394e-01 3.58284843e-01 -4.04061258e-01 4.18506325e-01\n", + " -9.26822491e-02 -3.88513223e-01 8.71169496e-02 -4.79728871e-02\n", + " -3.88353114e-02 -1.96470414e-01 -7.44572035e-01 -3.85189994e-01\n", + " 3.30118235e-01 -1.27692584e-01 1.23209746e-01 -2.62825263e-01\n", + " 4.92631768e-01 3.02793530e-01 1.53007482e-01 8.25555461e-01\n", + " -9.37571448e-03 1.33362344e-02 -1.77651033e-01 1.82004429e-01\n", + " -1.40354633e-01 -2.98102234e-01 2.27250469e-01 5.09591291e-01\n", + " 2.43120791e-01 -3.85374322e-01 -5.89206183e-02 -1.65889956e-01\n", + " -4.74419266e-01 1.19737138e-01 -3.27282949e-01 1.74181623e-01\n", + " -2.81452513e-01 -3.34073460e-01 5.02226430e-01 2.69583975e-01\n", + " -1.15679473e-01 1.00044964e-01 3.72588062e-01 -4.26085078e-01\n", + " -2.89324093e-01 1.41413128e-01 -2.34555763e-02 1.64843724e-01\n", + " -4.95995662e-01 -1.30100130e-02 4.86070586e-02 -4.10338022e-01\n", + " 1.85575618e-01 1.89994785e-01 6.97229117e-02 1.62039761e-01\n", + " -1.59531186e-01 -8.54062326e-02 -4.31307547e-02 -2.22116462e-01\n", + " -2.43484050e-02 -3.18309434e-01 -2.37533107e-01 4.19614705e-01\n", + " -6.52452116e-02 -3.54561759e-01 2.72325283e-01 -2.94689339e-02\n", + " 6.06841939e-01 1.06295808e-01 -1.72452393e-01 2.66395680e-01\n", + " 3.79393460e-01 1.22367620e-01 -3.64328263e-01 -1.86027141e-01\n", + " -2.96952437e-01 1.65096521e-01 3.01524345e-01 -1.49498097e-01\n", + " 3.22990199e-01 4.98643657e-01 -1.17356023e-01 -2.20898211e-01\n", + " 2.90935173e-02 -3.73735917e-01 -1.05857134e-01 -1.21802691e-01\n", + " 2.83299984e-01 -5.01075979e-02 6.64660049e-01 2.86312192e-01\n", + " 3.08845599e-01 3.63306702e-01 3.16697765e-02 2.17890980e-01\n", + " 2.19476683e-01 5.59732259e-02 -1.62351541e-01 -1.78523780e-01\n", + " 3.10325595e-01 2.06374584e-01 1.94008477e-01 5.47354740e-01\n", + " 2.59206770e-01 2.34291462e-01 9.54150309e-02 3.98357934e-01\n", + " -5.04935459e-01 7.56406934e-01 8.11115584e-01 -7.89173951e-02\n", + " -6.31495183e-02 -9.04813609e-02 -1.30187084e-01 4.54413759e-01\n", + " 3.54321327e-01 -2.94900428e-01 -7.37407591e-02 -6.03091623e-02\n", + " -2.18706143e-01 6.19241526e-02 9.71041481e-02 1.95643949e-01\n", + " -9.19317069e-02 -3.09965683e-01 -6.84235380e-02 1.09368768e-01\n", + " -2.47213310e-01 2.22669220e-01 5.86894628e-01 2.69597156e-02\n", + " -2.85624786e-01 -1.07046921e-02 -3.61791195e-01 3.63266476e-01\n", + " 4.71556553e-01 6.56906131e-01 -2.87997360e-02 -1.75965172e-01\n", + " -1.91526270e-01 3.98864225e-01 -4.32859038e-01 4.46548936e-01\n", + " 3.25860715e-01 3.43915660e-01 1.72039595e-01 -8.44341581e-01\n", + " 1.22775664e-01 -2.46151629e-01 -4.28675469e-01 8.83084969e-02\n", + " 2.99311204e-01 4.43765606e-02 3.35693149e-01 1.95089322e-01\n", + " 8.75402599e-02 4.35476145e-01 -2.92600702e-01 -2.03239956e-01\n", + " 3.03324592e-02 8.22939342e-02 -1.55410512e-01 -5.06540201e-01\n", + " 2.45705833e-01 2.44692776e-01 -1.64771734e-01 -2.93105616e-01\n", + " -2.31663700e-01 3.17958981e-01 -5.14977362e-01 7.78804752e-02\n", + " -1.74048100e-01 1.12498077e-01 -1.66966320e-01 -1.10362112e-01\n", + " -5.66515836e-01 -4.79563590e-01 2.20467024e-01 -5.74086727e-01\n", + " -5.64840305e-01 -3.95843832e-01 1.71628834e-02 -7.37527077e-02\n", + " -3.24221424e-01 8.14887238e-02 -3.37306539e-01 -1.67336154e-02\n", + " 2.31640852e-01 3.64651304e-01 -5.09387957e-01 -6.91565333e-02\n", + " 1.23363810e-01 1.99247871e-01 3.33685027e-02 1.22738595e-01\n", + " 3.89136389e-01 -2.53140816e-01 1.22968633e-01 -4.85807817e-02\n", + " -5.05652537e-01 -8.70272184e-02 4.70462238e-01 3.20765510e-02\n", + " 4.12598988e-01 2.23674191e-01 -2.42911523e-02 1.04961146e-01\n", + " -4.86761355e-01 4.35851108e-02 -4.99384874e-01 -9.29844684e-02\n", + " 3.38150476e-01 3.37828328e-01 -1.47670107e-01 5.00716734e-01\n", + " 2.16626913e-01 -7.56054847e-03 -1.82236935e-02 -8.68019937e-01\n", + " -8.62351002e-02 -1.63355964e-01 9.66237119e-02 -8.55064784e-01\n", + " 6.80856336e-02 4.98819024e-02 2.28231407e-01 6.79069581e-01\n", + " 4.00675194e-01 -1.32556448e-01 -2.17039053e-02 3.40694365e-01\n", + " -1.22026868e-01 2.72743222e-01 3.41570932e-02 -2.78313254e-01\n", + " -2.66584054e-02 -6.17996845e-01 -2.93685992e-01 -4.01207884e-01\n", + " 3.34600773e-01 -4.23086881e-01 -3.09167095e-01 -2.95493029e-01\n", + " 3.96064784e-01 -7.02260324e-01 -2.10723794e-01 -3.05817123e-01\n", + " -3.33097902e-01 -2.93398115e-02 2.11096252e-01 1.95365983e-01\n", + " -2.72084158e-01 3.29627588e-02 -1.62730468e-01 1.65564738e-01\n", + " 4.27817988e-02 4.46637377e-01 3.56673055e-01 1.41319908e-01\n", + " -6.59955767e-01 2.64792088e-01 -3.70811928e-01 -9.82108900e-02\n", + " 1.53629859e-01 1.86784647e-02 -4.66102164e-01 -3.42084707e-01\n", + " 6.12550719e-01 8.64097479e-02 -2.53572377e-01 8.96133110e-02\n", + " -1.07944930e-01 2.28534719e-01 -1.75694487e-01 -3.11265226e-01\n", + " 3.18320971e-02 -4.76115636e-01 4.49624040e-01 -5.24272970e-01\n", + " -4.32939411e-01 1.83661254e-01 8.70832576e-01 -1.21523594e-01\n", + " 3.49746796e-02 -1.07362789e-01 -5.41643460e-01 1.50333067e-01\n", + " 4.69226005e-01 2.01716242e-01 3.06600915e-01 3.39067266e-01\n", + " -5.21127717e-01 3.42620685e-01 -4.38106797e-01 -2.95561834e-01\n", + " -5.67481101e-01 3.11749536e-01 -2.15315044e-01 -4.69589221e-01\n", + " 2.36895601e-01 5.46269323e-01 5.83950366e-02 3.90248368e-01\n", + " -1.76948776e-01 -2.01423130e-01 4.52809158e-01 -6.32432766e-01\n", + " 4.57159147e-02 4.67941443e-02 4.01435170e-02 2.01023062e-01\n", + " -8.75127446e-02 2.28943409e-01 3.15308981e-01 -4.27012212e-01\n", + " -1.28744443e-01 -3.54745291e-01 1.58954242e-01 2.33035542e-01\n", + " -3.16443446e-01 -2.36668057e-02 -2.25437306e-01 -1.55679904e-03\n", + " -3.34967786e-01 -5.22693718e-01 -5.81447327e-02 1.89153417e-03\n", + " 1.53123356e-01 -1.93543004e-01 -2.23016716e-02 -4.55809801e-01\n", + " 5.57738811e-01 2.12742531e-01 2.39986600e-01 -2.12064350e-01\n", + " 2.74772041e-01 -1.29999266e-01 2.92584049e-02 1.14570415e-01\n", + " -3.97329124e-01 2.92562858e-02 -1.46949289e-01 -3.59369178e-01\n", + " -3.01473475e-01 -2.21344492e-01 2.47764559e-01 7.74206217e-02\n", + " -1.59043429e-01 2.79724854e-01 -6.34947874e-01 2.25959963e-01\n", + " 1.29590896e-01 6.48299450e-02 7.53926417e-02 2.00739827e-01\n", + " 4.84822932e-01 2.52758976e-01 -1.53739086e-01 -3.12693854e-01\n", + " -1.60307345e-01 2.29505677e-01 1.98953335e-01 2.26363591e-01\n", + " -3.37742483e-01 5.01712382e-02 3.14229551e-01 1.71197264e-01\n", + " 3.87369089e-01 -5.97297044e-01 1.43368998e-01 -1.87773325e-02\n", + " 1.03177306e+00 -3.39473672e-01 -8.10308958e-03 -4.72839944e-03\n", + " 1.34105014e-01 -1.61584950e-01 2.22852001e-01 2.99274008e-01\n", + " -1.11745272e-01 2.31408793e-01 -5.05500023e-01 8.14705064e-02\n", + " -2.64636715e-01 1.55446973e-01 2.77898450e-01 1.69333101e-01\n", + " 2.64377634e-01 7.73448674e-01 8.06164916e-03 2.65521542e-01\n", + " -3.82340331e-01 2.09616406e-01 1.05678976e-01 -3.08043466e-01\n", + " 2.63740368e-01 1.17639993e-01 2.50133847e-01 3.00734312e-01\n", + " -1.80473429e-01 2.55732430e-01 7.89663324e-02 -6.10008912e-01\n", + " 1.37428205e-02 9.59713242e-02 -3.53026789e-01 1.35876771e-02\n", + " -1.37617792e-01 -5.69160299e-01 -1.41001570e-01 1.31351362e-02\n", + " 2.58681941e-01 4.99869884e-01 -3.66246177e-01 3.78839913e-01\n", + " -3.20631354e-01 3.43712298e-01 2.66614991e-01 -2.11933047e-01\n", + " 9.17752323e-03 -4.08933914e-02]\n", + "Found 244 total galaxies in catalog for cluster 5084\n", + "[-0.48951396 -0.10786495 0.02925909 0.49552087 -0.22262144 -0.06131396\n", + " 0.16084373 -0.08160209 -0.02407015 0.26371478 0.29063845 -0.52354507\n", + " -0.39411949 -0.03131033 0.16393547 -0.3014956 0.00104065 -0.01048369\n", + " 0.57318467 -0.4900417 -0.13077491 0.26681713 0.16404039 -0.2019248\n", + " -0.32384929 -0.38268115 -0.23924339 0.35473335 -0.42469539 0.37430052\n", + " -0.37316123 -0.21373107 0.50459644 -0.54498798 -0.39347974 -0.51905319\n", + " -0.45487751 -0.06184358 -0.43746326 0.01097093 0.68521255 0.11697119\n", + " 0.10872826 -0.36214184 0.1930822 0.57175166 -0.72687551 -0.11625608\n", + " -0.20950556 0.01689115 0.07247757 0.06163891 0.17316671 -0.47180779\n", + " -0.317638 -0.4079802 0.46000147 -0.3892562 -0.30435657 0.10338204\n", + " 0.04464357 0.24014853 0.08450704 0.13344682 -0.21922257 0.26081493\n", + " -0.40033119 -0.20279663 -0.16401569 -0.27508616 0.3050529 0.31006794\n", + " -0.21256202 0.0274165 -0.40599737 -0.37696513 0.24597483 0.2746117\n", + " 0.41662523 0.30992985 -0.42518026 -0.05615207 -0.2201106 1.0115565\n", + " -0.24995208 -0.31832944 -0.40617783 -0.4752113 0.87321555 -0.05244465\n", + " 0.17541383 -0.38769728 -0.09163558 -0.25382898 0.13799749 0.12554849\n", + " 0.01621385 0.07024844 -0.02296347 0.34128926 0.46460054 0.34689314\n", + " -0.05312815 0.05805967 -0.28435786 -0.26030911 0.438758 0.51413226\n", + " -0.71968987 -0.69877648 -0.75088743 0.0675916 -0.04790055 -0.27862529\n", + " -0.21658376 0.32088634 -0.35681938 -0.31384204 -0.60722438 0.04110688\n", + " 0.35485296 0.26800037 0.06390775 0.17838933 0.27237119 -0.04720464\n", + " -0.42220213 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367\n", + " -0.14658378 -0.03848797 0.04955587 0.04373689 0.28055206 0.01269991\n", + " -0.091537 -0.17755646 0.13514935 0.37187375 0.15063859 -0.24692329\n", + " -0.05429957 0.07335799 -0.2765225 0.19485024 -0.0310186 0.51189477\n", + " 0.29006985 0.24378683 -0.41793889 -0.24884954 0.16076563 0.37873824\n", + " 0.48907553 0.09414031 0.65084578 -0.51449183 0.19677627 0.38128156\n", + " 0.1791412 -0.11890563 0.15708258 -0.09354228 0.02577365 -0.27037179\n", + " -0.01821258 0.03915999 -0.19849972 -0.49737552 0.69821255 0.13293896\n", + " -0.25705269 -0.07458207 0.23196386 -0.21974918 -0.25866125 -0.4251706\n", + " 0.12123243 -0.25457987 0.17106763 0.37432777 -0.21597183 0.09319087\n", + " -0.16037856 -0.30251945 0.17145902 0.10823114 -0.20979835 0.07236027\n", + " 0.08551859 -0.14013194 0.16176409 0.30954613 -0.34515018 0.48631061\n", + " 0.37874493 0.21191433 0.30971792 0.07156404 -0.22000536 0.18623378\n", + " -0.54370472 -0.08572594 -0.16493445 0.71086425 -0.50900657 0.03133969\n", + " -0.09985616 0.23120404 0.0070221 0.14213438 -0.3261997 0.61720225\n", + " 0.64259625 0.47327695 -0.29706602 -0.20338964 -0.03494114 -0.12615839\n", + " 0.67676526 -0.1081142 -0.04032914 0.44219701 -0.21692147 0.52979473\n", + " -0.0109586 -0.40119623 0.0897985 -0.65151537 -0.16360689 -0.39742472\n", + " 0.4458309 -0.26375664 0.21953887 -0.15782198 0.38856698 -0.11167347\n", + " 0.06471646 0.36637244 -0.33498803 0.43694039]\n", + "Found 1803 total galaxies in catalog for cluster 4434\n", + "[-0.18883389 -0.36884951 -0.189012 ... 0.17916465 0.55962641\n", + " -0.33323614]\n", + "Found 1408 total galaxies in catalog for cluster 3939\n", + "[ 0.32039181 -0.41414527 -0.16180593 ... -0.29926219 0.00677803\n", + " -0.02715269]\n", + "Found 4123 total galaxies in catalog for cluster 6139\n", + "[-0.18902135 0.44757871 -0.03308959 ... 0.31483091 0.24056515\n", + " 0.17788326]\n", + "Found 1196 total galaxies in catalog for cluster 4709\n", + "[ 0.30413903 0.41663644 -0.3593679 ... -0.13718509 -0.05748262\n", + " -0.23447674]\n", + "Found 3401 total galaxies in catalog for cluster 7121\n", + "[-0.12435947 -0.18493945 -0.06769656 ... -0.22040537 -0.09708966\n", + " -0.19040646]\n", + "Found 2874 total galaxies in catalog for cluster 8547\n", + "[ 0.04876876 -0.35590164 -0.07265433 ... -0.27130923 -0.07954555\n", + " -0.13924719]\n", + "Found 448 total galaxies in catalog for cluster 8685\n", + "[-5.39507936e-01 4.83586353e-01 -3.50808691e-01 -5.49264526e-02\n", + " -1.72225424e-01 -2.31767436e-01 6.48138830e-02 5.82010144e-02\n", + " 1.50848697e-01 -3.27461857e-01 3.25989761e-02 1.23231230e-02\n", + " -9.84235386e-02 1.12752446e-01 -2.61878867e-01 1.49798126e-01\n", + " 8.08289400e-02 2.47624472e-02 -9.33985978e-04 4.10950695e-01\n", + " 2.70709026e-02 6.02852795e-01 2.52989254e-02 1.58462322e-01\n", + " -3.69249668e-02 1.86538291e-01 1.59501716e-01 -2.22123603e-01\n", + " -1.37779988e-01 3.51829993e-01 -3.41145860e-01 7.77980876e-02\n", + " -2.66255771e-01 6.87404117e-01 -5.31099462e-01 -8.85696703e-02\n", + " -1.08362038e+00 2.73141803e-01 -1.13999056e-02 1.32852185e-01\n", + " 3.75798185e-01 -3.38821046e-01 -4.71900763e-01 -2.52726615e-01\n", + " -3.51768943e-01 3.96746905e-01 2.83674236e-01 -1.37584299e-01\n", + " -3.13989436e-01 -3.68974863e-03 6.21124824e-01 2.70728562e-01\n", + " -4.23789974e-01 8.49493124e-01 7.12367993e-02 5.31510145e-01\n", + " -3.92481116e-01 1.74505502e-01 -5.02839652e-01 -7.35349879e-01\n", + " 2.80838758e-01 -7.01589381e-02 -6.46657110e-03 -1.34123659e-01\n", + " -6.16827239e-01 -6.73632749e-01 -3.47912171e-02 -1.69351622e-02\n", + " 1.61840355e-01 -7.38107298e-03 -2.88949295e-01 -9.92187528e-02\n", + " 1.60615594e-01 -2.48755053e-01 -4.02863579e-01 -2.59224125e-02\n", + " 3.35411461e-02 1.02678919e+00 7.81495394e-01 4.07120166e-01\n", + " 6.50789583e-01 2.58617993e-02 3.58786333e-01 2.77706284e-01\n", + " -3.32669409e-01 7.58644585e-01 -1.82477765e-01 -4.38175962e-02\n", + " -5.53103301e-02 -4.88891285e-01 -7.43078621e-02 -2.68480550e-01\n", + " 3.45869974e-01 2.90942286e-01 5.32183808e-02 6.71672452e-02\n", + " -4.23781677e-01 5.71938411e-01 3.95381122e-01 -4.34714218e-01\n", + " -3.16357819e-01 4.57925379e-02 -3.15000018e-01 7.15101892e-02\n", + " 3.01261406e-01 -5.48090122e-03 -4.06102286e-01 -1.17887460e-01\n", + " 3.69302961e-01 7.29128890e-02 -8.08916505e-02 5.69842486e-01\n", + " -6.11685069e-02 -6.78289520e-02 -2.53992890e-01 -7.48527754e-02\n", + " 1.49957498e-01 6.46878218e-01 7.24031710e-01 8.46805770e-02\n", + " 2.47187202e-02 -5.83212039e-01 1.15184542e-02 -2.98711071e-02\n", + " 3.53848924e-01 2.49322375e-01 3.33586101e-01 1.48470204e-01\n", + " 4.82096545e-02 -1.40703435e-01 4.95015664e-01 7.85901068e-02\n", + " 1.22003466e-01 2.48400283e-01 2.15681173e-01 3.79182186e-02\n", + " -2.67394151e-01 -6.03513810e-02 1.11571790e-01 -6.40308507e-02\n", + " -3.86044370e-01 5.18691903e-02 -8.83802290e-01 -2.10239138e-01\n", + " -5.00473254e-01 -2.94023498e-01 -8.75066505e-02 -4.24623041e-02\n", + " 8.52085280e-02 -1.78248163e-02 -2.37852852e-01 -3.99780604e-01\n", + " -3.50025920e-02 -7.80751295e-02 3.55074011e-03 -1.26333258e-01\n", + " 4.01071953e-02 -2.34705711e-01 2.69821632e-01 -2.89370379e-02\n", + " -5.44967275e-01 3.35691860e-01 3.49240964e-01 -2.20822683e-01\n", + " 2.60365514e-01 -2.80542514e-02 -2.71927298e-01 -4.93145157e-01\n", + " 3.33222114e-01 -4.17215493e-02 -1.71589073e-01 -3.80522222e-01\n", + " -7.69206171e-02 1.82699104e-01 -4.60536843e-01 2.51629839e-01\n", + " -1.27558672e-01 -1.64276612e-01 2.34545800e-02 2.14796421e-01\n", + " -6.20432574e-01 4.21130219e-01 3.14172029e-01 7.87003788e-01\n", + " 1.75756496e-01 -3.54435342e-01 -3.00449941e-01 -2.82577116e-01\n", + " -3.30738679e-01 2.95472353e-01 -8.51518656e-02 4.12579675e-01\n", + " 3.68043108e-01 -1.90104239e-01 8.30907096e-02 5.55301912e-01\n", + " 4.65385705e-01 -1.74888672e-02 -2.55814886e-01 2.35346896e-01\n", + " 2.29519355e-01 -5.26566782e-01 -3.57963057e-01 2.52600741e-01\n", + " -7.60321537e-01 3.77504837e-01 2.93179919e-01 -2.37300990e-01\n", + " -2.48266474e-01 2.02923646e-01 -6.93450843e-01 -2.15529362e-01\n", + " 1.09118969e-01 1.63619411e-01 -9.66176610e-02 1.13640439e-01\n", + " 3.36963403e-01 5.35655839e-01 -2.03642811e-01 5.19311751e-03\n", + " -2.89131873e-01 -2.35468864e-01 -1.96792744e-01 -6.29330426e-01\n", + " 1.08668705e-01 4.83354980e-01 -9.75819345e-03 -2.25385942e-01\n", + " -5.80876378e-02 -3.08847710e-01 1.91659843e-01 6.58603447e-01\n", + " -5.64496493e-02 -7.46829058e-01 4.54800863e-01 -8.93532286e-02\n", + " 1.27260996e-01 -8.84175265e-02 3.37137631e-01 -3.38213082e-01\n", + " -1.97492662e-01 -4.75089202e-01 3.96037912e-01 -1.86480011e-01\n", + " -1.06630759e-01 -1.94303082e-01 9.05104477e-03 2.68219839e-02\n", + " -5.86026775e-01 -4.39267794e-02 1.59510795e-01 3.07248173e-02\n", + " -7.67019011e-02 -4.27508594e-01 2.13201373e-01 6.22321866e-02\n", + " -3.06897146e-01 3.26422949e-01 8.18830009e-02 1.20532824e-02\n", + " -9.59158115e-01 8.66358930e-02 -7.15624221e-01 1.31801721e-01\n", + " 5.33991060e-01 4.18942522e-01 1.40670701e-01 4.00929401e-01\n", + " 1.30461750e-02 3.70753339e-01 2.51102468e-01 5.42658420e-01\n", + " -1.64873714e-01 -1.46165098e-01 -2.12002616e-01 4.40710176e-02\n", + " -5.38627797e-01 -1.56602847e-01 4.29680273e-01 3.55945494e-01\n", + " -6.86609320e-02 -1.20856742e-01 -1.13054337e-01 -3.94896596e-01\n", + " -3.03749467e-01 -1.38588378e-01 -2.69499976e-01 -1.41031376e-01\n", + " 7.82837278e-02 4.33900602e-02 1.33306977e-01 2.83188443e-01\n", + " 3.03296783e-02 1.99739351e-01 2.39347140e-01 3.10690972e-01\n", + " -5.62058740e-01 -2.49835141e-01 6.66379674e-01 2.90122519e-01\n", + " -6.81618663e-02 -9.52279954e-02 -5.18546088e-01 -3.12851566e-01\n", + " -2.18275884e-01 -2.91576033e-01 -9.87486350e-03 -2.75096006e-01\n", + " -1.55959015e-01 7.78687386e-02 -9.29911848e-02 1.14820354e+00\n", + " -1.22212246e-02 3.57965249e-01 1.00667833e-01 -6.19346433e-03\n", + " 4.28339508e-01 4.72536745e-01 -4.23960970e-01 1.08104291e-01\n", + " -4.91338703e-01 -7.43901611e-01 9.27433604e-02 -3.95210121e-01\n", + " -2.86266486e-01 2.34493198e-01 8.50147949e-02 -3.22673370e-01\n", + " 2.32758611e-01 -2.42956167e-01 3.43261223e-01 3.78197477e-01\n", + " -7.99066653e-01 1.17781444e-01 -1.63894890e-01 3.58877513e-01\n", + " -4.16530925e-01 -1.79275415e-01 3.10848990e-01 -2.95259503e-01\n", + " -1.18194454e-01 -6.70691209e-02 3.15199213e-01 -3.01628673e-01\n", + " 3.27357124e-01 3.21304128e-01 4.14884947e-02 3.64288097e-02\n", + " 2.12157269e-01 2.27595358e-01 -1.05136357e-01 -2.04595422e-01\n", + " 2.52186467e-01 7.56027869e-02 3.26139242e-01 -2.82322963e-01\n", + " 7.13452923e-02 2.38254665e-01 -1.21437765e-02 4.49745496e-01\n", + " 2.20619526e-01 4.35856279e-02 3.06623347e-02 2.89714661e-02\n", + " -9.35981022e-01 -1.60848501e-01 3.19428979e-01 -7.63432089e-02\n", + " -5.97975159e-01 1.88327858e-01 1.04105585e-01 1.18270786e-01\n", + " -6.98018499e-01 3.54797063e-01 2.63875314e-01 -2.01014379e-01\n", + " -2.85509627e-01 6.73776999e-01 -2.26912121e-01 1.57448096e-01\n", + " -1.16699876e-01 -3.69823411e-01 3.45363849e-01 1.51617871e-01\n", + " -6.98074177e-01 -1.03273257e-01 1.37482343e-01 -7.36578159e-02\n", + " 1.30985330e-01 -5.50744269e-02 4.32752097e-01 -4.45010389e-02\n", + " -5.70736078e-01 -2.25645792e-01 -5.51280512e-01 -4.00879318e-01\n", + " 2.07193000e-01 2.22849109e-01 4.37039494e-01 -3.59752942e-01\n", + " -5.13740229e-02 4.10599110e-01 1.52541502e-01 2.94901883e-02\n", + " -7.50671035e-01 1.48911324e-02 -9.32216890e-02 -3.36000363e-01\n", + " 2.74882245e-01 2.11224172e-01 7.35019192e-01 1.13683625e-01\n", + " 5.10726591e-01 7.64327241e-02 8.92379973e-02 -1.88153369e-01\n", + " -1.21374229e-02 -2.59118795e-01 4.41418701e-01 2.73611002e-01\n", + " 2.12384903e-01 -3.56103135e-01 1.20400764e-01 -3.68510313e-01\n", + " 1.73661743e-01 1.10156766e-01 -3.01247608e-01 -1.64806688e-01\n", + " -4.32918770e-01 2.37960489e-01 6.93096902e-01 3.38115326e-01\n", + " -1.37862804e-01 -2.47343654e-02 -5.09986108e-01 6.99841555e-02\n", + " 4.27932871e-01 4.47837434e-01 -1.52882295e-01 8.77797065e-02\n", + " -8.42873630e-02 6.33076854e-02 -2.11604416e-01 -7.04501946e-02\n", + " -4.25476823e-01 2.40671227e-01 7.98218902e-02 5.02870838e-01]\n", + "Found 354 total galaxies in catalog for cluster 8995\n", + "[-0.33328738 0.22646661 -0.1715324 -0.35709356 0.0153059 -0.56739458\n", + " -0.23612834 -0.44809629 0.3500709 0.33295923 0.11538389 -0.19214464\n", + " -0.23357403 0.03046796 -0.02181732 -0.15022681 -0.24888008 -0.11649043\n", + " 0.12720338 0.16754696 -0.08063711 0.29338722 -0.05947251 -0.02071355\n", + " -0.0438059 -0.42847336 -0.00463647 -0.20138921 0.38118342 -0.25811403\n", + " 0.27381353 -0.23235534 0.1579395 0.62059343 0.03352737 0.01038324\n", + " 0.34837901 0.20867921 -0.19346539 -0.40728018 0.24905795 0.32132971\n", + " 0.38761265 -0.37626609 -0.17373733 -0.10214914 -0.01124945 0.46472154\n", + " 0.24197351 0.38304014 0.10427629 0.1693521 0.40244725 -0.22245049\n", + " -0.00680723 -0.26918923 -0.01106694 0.32497945 0.02414939 0.02879153\n", + " 0.23790766 -0.48498645 0.01173499 0.12527595 0.15412506 0.10850548\n", + " -0.07214064 0.30096285 0.20759499 -0.09933547 0.39055968 0.24371755\n", + " 0.0829151 0.49529431 -0.37655027 -0.02342737 -0.30810864 -0.13090827\n", + " 0.15473808 -0.53225653 -0.01462987 -0.29478626 -0.07849062 0.41463405\n", + " -0.03552811 -0.24147568 0.0797 -0.20900569 -0.01928701 0.24109092\n", + " -0.37990763 -0.16581542 -0.34422944 0.55287061 -0.39062955 -0.56502613\n", + " -0.31204973 0.11308882 0.08938131 0.15371058 -0.03884707 -0.20615022\n", + " -0.06234643 -0.31827359 -0.53622574 0.27241913 0.0163131 0.28661665\n", + " 0.72516023 0.19079014 0.43867567 0.14314899 -0.31709536 -0.12583503\n", + " 0.561165 0.10610957 0.16408556 0.00487646 -0.12139762 -0.30741746\n", + " 0.44520333 0.02367913 0.11128142 -0.34365438 -0.06329792 -0.27800901\n", + " -0.47084236 -0.03150014 -0.14253312 0.40571511 0.08245256 -0.04419781\n", + " 0.23785988 -0.2366366 -0.06842177 -0.00662606 -0.15027936 -0.19830187\n", + " 0.00486492 0.06594299 0.11760205 -0.30196785 0.79882543 0.4505906\n", + " -0.15366421 -0.30892937 -0.20048644 0.34189583 0.41933082 -0.12891954\n", + " 0.39402521 -0.29452694 0.00091368 -0.42663241 0.21300184 0.2364784\n", + " 0.70685768 0.08628725 -0.3492639 0.29802311 0.32292696 -0.4661195\n", + " 0.41850591 0.23624895 -0.310672 0.09391005 0.18048705 0.44975998\n", + " 0.35834588 -0.45270395 -0.17556326 -0.19657066 0.01387256 0.09686091\n", + " 0.23726228 -0.56681979 0.16006425 -0.78893373 0.01509635 0.32092474\n", + " 0.06082456 -0.22114448 -0.1663642 -0.35712998 0.22558593 0.50514073\n", + " -0.02706012 0.02100719 0.31609935 -0.01176171 0.04077824 -0.0781279\n", + " -0.30250509 0.27288959 0.34940587 -0.48305329 0.3660898 -0.14536617\n", + " 0.66728365 0.02242461 0.87896318 -0.00931765 -0.23042436 -0.33830195\n", + " -0.43553176 -0.10046215 0.4087195 -0.21349483 -0.36875595 0.33685765\n", + " -0.87537689 -0.86975427 -0.11482585 -0.32447681 -0.22830156 -0.24294067\n", + " 0.05268699 0.23718472 0.71762067 -0.32717901 0.11430663 0.53066286\n", + " 0.0351723 0.26426342 0.04071095 -0.29274382 0.03698889 -0.4776297\n", + " 0.34087817 -0.5488466 -0.54992777 0.79543853 0.25765695 -0.12234191\n", + " 0.27767867 0.35200115 -0.26979613 0.26062879 0.31260422 0.21440904\n", + " 0.00965652 0.32876812 0.30821437 -0.65780837 -0.09725672 0.14033975\n", + " 0.18538993 0.32605056 -0.1638875 0.60917513 0.31772747 -0.04617466\n", + " -0.3072105 0.24883045 0.69820362 0.02107587 -0.16310777 -0.10675852\n", + " 0.05372072 0.43159981 -0.67997181 -0.44813968 0.64198288 -0.22413221\n", + " 0.37018242 0.07946377 0.23338452 -0.3244699 0.55975131 0.0791195\n", + " 0.05188054 -0.02959892 0.14442237 -0.20536778 -0.32280479 -0.31864141\n", + " 0.52162049 -0.07099068 0.05672675 -0.0453151 0.0428153 -0.34272153\n", + " -0.21184672 -0.0850936 0.13358369 0.23066366 -0.15906366 0.04303585\n", + " -0.49130776 0.11410901 0.25229389 -0.23086487 0.27084492 0.02526607\n", + " -0.12924335 -0.35524055 -0.02361277 -0.3639476 0.01566812 0.31174149\n", + " -0.65345327 0.11797621 0.48367303 -0.15971428 -0.14611116 0.23384357\n", + " -0.29145336 -0.34708816 -0.22723953 0.35871025 0.03034157 -0.26814855\n", + " 0.27160203 0.88928886 -0.51954778 0.20238364 -0.04049156 -0.16223816\n", + " 0.29720302 0.09929904 0.4555946 -0.22725948 -0.09475595 0.10044852\n", + " 0.61690433 0.36573924 0.28829322 0.26316388 0.52439267 0.24497133\n", + " 0.1256371 0.00679575 0.47718593 -0.45726711 -0.18527601 0.28313262\n", + " -0.20513689 0.26086451 0.0951411 -0.65040585 -0.14939975 -0.25885518\n", + " -0.04756736 -0.13121553 -0.10619009 -0.35648685 0.02260189 0.20897402\n", + " 0.13305347 0.04015996 -0.22363955 0.67920331 0.21663115 -0.40136146]\n", + "Found 3085 total galaxies in catalog for cluster 7698\n", + "[-0.36207533 0.25325931 -0.13494906 ... 0.54904971 0.32263902\n", + " -0.19401332]\n", + "Found 5985 total galaxies in catalog for cluster 10999\n", + "[-0.46873341 -0.42690413 -0.10612929 ... 0.40814144 0.18868981\n", + " 0.13158685]\n", + "Found 444 total galaxies in catalog for cluster 9029\n", + "[-0.40621848 0.34130291 -0.25926906 0.13791426 -0.42479657 -0.10027386\n", + " 0.1321085 -0.53606432 0.24930034 0.16728535 -0.61918233 -0.07981064\n", + " -0.64008977 -0.316455 -0.53971461 -0.09262761 -0.38281026 0.20319445\n", + " -0.15141419 0.16453584 -0.2041256 -0.03032873 0.28018194 -0.31785931\n", + " 0.41560735 0.11728702 0.16279024 0.66035225 -0.04511271 0.12554052\n", + " 0.10596337 -0.06741836 -0.02292508 -0.45580986 -0.08913919 0.57546104\n", + " 0.27651851 -0.30446953 0.00144465 0.11008157 0.42571647 0.07258754\n", + " -0.01906134 0.00404746 0.28343356 -0.34338329 -0.34027192 0.36419255\n", + " 0.0046738 0.04600042 -0.43279789 -0.0310102 -0.26620165 -0.26950445\n", + " -0.3122448 -0.0247806 -0.18586426 0.34346996 -0.4053103 -0.35146647\n", + " 0.25713608 -0.40617403 0.00447913 -0.5759527 -0.64495672 0.00889397\n", + " 0.19764966 -0.2121611 -0.37931964 -0.12521679 -0.58759645 0.66807264\n", + " 0.16139419 0.16172108 -0.12472507 0.44049509 -0.13172874 0.01584005\n", + " -0.12135375 -0.43911987 -0.36916635 0.10265162 -0.28527668 -0.21879305\n", + " 0.61253206 0.34550136 0.00828845 -0.08840131 0.13365906 0.09238903\n", + " -0.16564145 -0.01453048 -0.79891672 0.29291961 0.24296079 0.47644177\n", + " -0.16140473 0.58946526 0.0706684 -0.18886797 0.29144306 -0.39292043\n", + " 0.02873681 0.33480973 0.2643902 0.10604667 0.35541021 -0.23033663\n", + " -0.25313097 -0.02126286 0.17733032 -0.21913754 0.00118601 0.48173871\n", + " -0.23717886 0.11896154 0.14635929 -0.20090619 -0.2295444 -0.06959334\n", + " -0.09366087 0.2019711 0.11750282 -0.48917647 -0.08354554 0.63129817\n", + " 0.40979477 0.41185704 -0.98118158 0.18602645 0.05590776 0.79702359\n", + " 0.2800182 -0.03865127 -0.12140424 0.42449225 0.21056706 -0.19512988\n", + " 0.46739792 -0.04274358 -0.13745631 -0.03800535 -0.1716561 -0.12287462\n", + " 0.14589219 -0.20012905 -0.44345988 0.04969433 0.15988947 -0.43260278\n", + " 0.49248948 0.08833567 -0.2419488 -0.29776992 -0.36114901 -0.01587852\n", + " 0.20001306 0.10902634 0.11916422 0.3496673 0.03583532 0.28822236\n", + " -0.04996388 -0.04182412 -0.29974445 -0.0523542 0.23810017 0.01009708\n", + " -0.42940157 0.22428077 0.37932466 -0.02721744 -0.10131051 -0.39741578\n", + " -0.10480869 -0.26812729 -0.17000539 -0.32413675 0.22872875 0.04379293\n", + " -0.1741897 0.05537219 -0.4156853 -0.66187923 -0.0296617 0.62541119\n", + " -0.00635463 0.19393005 -0.26947111 0.07997614 0.05136218 0.02380344\n", + " 0.3899948 0.23974565 -0.61546921 0.53469404 0.01167873 0.78443012\n", + " 0.18654565 -0.06649543 -0.94429141 0.50196403 -0.29199518 0.16462014\n", + " -0.25817914 0.09848253 0.33237573 0.23761045 0.01625084 -0.07598029\n", + " -0.29341918 -0.02912655 0.05087258 -0.36645199 -0.40615011 -0.05780532\n", + " 0.05957748 -0.38051877 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0.00897642 -0.15950095 -0.29856698 0.22757294 -0.31276069 0.14545061\n", + " 0.8498989 0.2090606 -0.35082285 -0.09261876 -0.10612699 0.01866994\n", + " 0.0832127 -0.59278215 0.08878154 0.17010134 0.50165249 -0.73508013\n", + " 0.24322169 0.00237148 -0.22375623 0.03714029 0.00681532 -0.2297928\n", + " -0.04489407 0.05503599 0.18341956 -0.06803497 0.13949593 0.89409267\n", + " 0.11246483 -0.76636815 0.34188125 -0.31262239 -0.43354065 -0.02286311\n", + " -0.14293803 -0.26218232 0.81359515 -0.25341329 0.21708535 0.13591861\n", + " 0.16032655 -0.40224279 -0.20702651 0.13357267 0.06250775 0.26372624\n", + " 0.25848028 -0.11751531 0.29828685 -0.16639679 0.45860956 0.25417437\n", + " 0.29127874 -0.38959003 0.59793432 -0.3977979 -0.8861417 0.7798843\n", + " 0.05227809 0.54985566 0.45824908 -0.01251654 -0.24876707 0.42889857\n", + " -0.04523248 -0.53610178 0.18351578 0.0924256 0.18000529 -0.25385657\n", + " 0.40289268 -0.16426738 -0.57760877 0.16054656 0.11297114 -0.84925579\n", + " -0.1453275 -0.00843089 0.19663863 -0.16862456 -0.08690102 -0.14288209\n", + " 0.08772569 -0.00626569 -0.12212821 0.3874419 0.47031862 0.69732613\n", + " 0.38705409 0.49076085 -0.15676545 -0.18745168 0.25160308 -0.1919109\n", + " -0.34178532 0.05119074 0.0866622 0.49256264 0.28835609 0.08360661\n", + " -0.04238839 -0.78380508 0.50203007 0.01982833 0.15428487 0.10377836\n", + " -0.15187852 -0.73198788 0.27886782 0.36408128 -0.27066103 -0.51805615\n", + " -0.18655825 -0.37752277 -0.69226568 -0.49384953 0.04056942 0.30948294\n", + " 0.02126839 0.28611184 0.17122933 -0.04319728 0.15219989 0.12354914\n", + " 0.07678914 0.13230674 -0.30540673 -0.17510133 -0.18934698 -0.24408813\n", + " -0.15205919 -0.01444179 0.11548081 0.58424426 -0.55356673 0.04876047\n", + " -0.25070026 -0.52478136 0.56428843 -0.48894773 -0.17015302 -0.44066478\n", + " -0.33494865 0.29969985 0.04966773 0.17758737 0.51381665 -0.06070906\n", + " 0.32442615 0.30996059 0.65935598 0.25166398 -0.50830096 0.09132303\n", + " 0.3247741 0.22355646 0.22719493 0.15322427 0.15658623 -0.94416194\n", + " 0.35281412 0.11278493 0.36724778 -0.31618299 0.15090708 0.17884742\n", + " 0.35090746 0.33857692 0.38222694 0.27516178 -0.37132094 -0.06753358\n", + " 0.2249225 -0.43679502 -0.26571766 0.38458863 -0.03141019 -0.20408694\n", + " -0.18114245 0.70926132 -0.29762919 0.14001529 0.28513835 -0.41257323\n", + " -0.33388289 0.83468912 0.28757138 -0.12782648 -0.22494334 1.11341316\n", + " 0.01264932 0.49646116 -0.33491402 -0.23637052 -0.25911426 -0.03160314\n", + " -0.27469476 -0.2991318 0.18380716 -0.51950315 0.15186887 0.07512892\n", + " -0.2917263 -0.39451309 0.35981296 0.36254888 -0.44456767 0.31392823\n", + " 0.05938513 0.23149657 0.42014052 -0.20993918 0.35287695 0.14819634\n", + " 0.2236107 -0.39065824 -0.12351988 -0.0689687 0.21262471 0.03740476\n", + " 0.25271145 0.63854361 -0.23372222 0.08378527 0.28830994 -0.31271967\n", + " -0.03380263 0.17302535 -0.56579486 0.11140832 -0.12469742 -0.23196112\n", + " 0.00345436 -0.20079743 0.06641831 0.37339294 -0.50047526 -0.09284369\n", + " -0.14082234 -0.28150972 -0.05977079 -0.40057601 -0.20943348 -0.11191605\n", + " -0.07623964 0.09526994 -0.34355792 -0.08597654 -0.5359817 0.13060148\n", + " -0.26245991 0.20863946 0.19744702 0.21295153 -0.15815185 0.0529965\n", + " 0.24189374 0.26220022 -0.11410033 -0.00150047 0.4318525 0.41089288\n", + " -0.19424428 0.52420589 0.09584637 -0.33702941 -0.52923344 0.43978278\n", + " 0.86673583 -0.13175263 0.95583912 0.35372934 -0.67850348 0.13591246\n", + " 0.3645188 -0.3242153 -0.12488492 -0.50282547 0.04075596 -0.32376916\n", + " 0.30640326 0.25005107 0.33173671 -0.00143331 0.0606737 -0.27181093\n", + " 0.47760795 0.14082568 0.05515651 -0.15746268 0.15539351 -0.48226497\n", + " 0.02726902 -0.16278423 0.29050807 -0.2482648 -0.55420406 0.15418182\n", + " -0.75216161 0.02270851 -0.02052302 0.10389868 0.28142936 0.33737829\n", + " 0.32371691 0.39572475 0.23293254 -0.00858959 -0.13259717 0.43040972\n", + " 0.32688614 -0.2817817 0.44264791 0.23586897 0.13297285 0.16807694\n", + " -0.11501075 -0.52424797 0.10544351 0.52249156 0.03348321 0.34586416\n", + " 0.23436358 -0.06830324 -0.59665671 -0.29045494 0.15373533 -0.12436593\n", + " 0.05665828 0.00565112 -0.06138738 0.07483602 -0.14917763 -0.54547867\n", + " -0.11211503 -0.23485693 -0.04433908 0.52310781 0.01784844 -0.0426758\n", + " -0.36037546 0.06499547 0.20405058 0.13961824 0.01248654 0.03117243\n", + " 0.16160374 -0.40168306 -0.27752449 -0.09464722 -0.06277054 -0.41559862\n", + " -0.2692366 -0.47846993 0.28081245 0.10595469 -0.1237212 0.18741797\n", + " 0.41600371 -0.02156669 0.42278036 0.08676015 -0.02562902 0.09611013]\n", + "Found 2072 total galaxies in catalog for cluster 10146\n", + "[-0.09301634 -0.14766319 -0.09393535 ... -0.4845409 0.45206692\n", + " -0.23954712]\n", + "Found 2695 total galaxies in catalog for cluster 14476\n", + "[-0.09839889 0.31116269 0.49967488 ... -0.49955209 -0.06789297\n", + " 0.07547414]\n", + "Found 119 total galaxies in catalog for cluster 8395\n", + "[ 9.88519590e-02 -1.01509373e-01 -1.16472183e-01 -1.93150526e-01\n", + " 4.53404227e-01 -2.61391206e-01 2.15914058e-01 -7.47065694e-02\n", + " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", + " 2.96556671e-01 2.11632910e-01 -1.87893633e-01 -6.63157674e-03\n", + " 2.40979112e-01 -2.91427339e-01 9.30954183e-02 -1.22560405e-02\n", + " 3.05396484e-01 -1.14537153e-01 3.63923329e-01 -8.03667618e-02\n", + " 1.19426042e-01 2.52079013e-01 1.81053452e-01 -1.04429791e-01\n", + " -3.30920358e-01 -1.50768257e-01 5.30700082e-02 -1.03019991e-01\n", + " 1.14231094e-01 7.41442916e-02 -4.63887701e-01 -2.10132275e-01\n", + " 4.09071826e-02 -9.52082437e-02 -8.65655907e-02 6.45128966e-02\n", + " -2.99909328e-01 2.61619723e-02 3.37289126e-02 2.40732077e-01\n", + " -1.04007610e-01 5.41520531e-01 9.72240444e-01 1.30545574e-01\n", + " -3.47411085e-01 -1.33150495e-01 -4.64613337e-01 -3.01471596e-01\n", + " -6.11386325e-03 -8.78101769e-02 2.97915541e-01 2.20579544e-02\n", + " 4.73626353e-01 -6.71322676e-02 1.74270703e-01 -2.92753175e-01\n", + " -2.85625309e-01 -2.12765682e-01 -3.11248596e-01 -1.91744076e-01\n", + " 3.67393122e-01 3.02189297e-01 7.86492848e-01 2.79439186e-01\n", + " -2.77682948e-02 9.81112627e-03 -3.83312846e-01 7.06969330e-02\n", + " 3.13363807e-01 8.69156882e-02 -3.03851507e-01 9.74533511e-02\n", + " -8.91845997e-02 -2.65022653e-01 -2.33121803e-01 1.83216968e-01\n", + " 1.48024873e-01 1.36643641e-01 -3.62327201e-01 3.86518939e-01\n", + " 6.86060609e-01 3.79947655e-01 -2.14660569e-01 -5.93845963e-01\n", + " -1.36715321e-01 -2.01602184e-02 2.99258185e-01 -7.14304793e-01\n", + " -1.33956815e-01 -2.67236538e-01 5.66958099e-01 -6.13886439e-04\n", + " -5.77444149e-01 -7.15576556e-01 -3.31430260e-01 -5.14708580e-01\n", + " -1.70602668e-01 -3.45925647e-01 -6.23351890e-01 -1.82669821e-01\n", + " 5.09632888e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", + " 4.18286705e-01 -2.74342215e-01 -2.97073096e-01 1.06906480e-01\n", + " 2.18249173e-01 -4.10439715e-01 7.75734406e-02 7.54034988e-02\n", + " 7.73385304e-02 2.43651870e-01 1.84592797e-02]\n", + "Found 3612 total galaxies in catalog for cluster 16657\n", + "[-0.37344822 -0.16114298 -0.56282042 ... 0.01057191 -0.22037353\n", + " -0.23492938]\n", + "Found 2732 total galaxies in catalog for cluster 13039\n", + "[-0.42915416 0.328251 0.0542146 ... 0.31549379 0.34151483\n", + " 0.47633672]\n", + "Found 2714 total galaxies in catalog for cluster 15382\n", + "[ 0.24963568 -0.28945879 -0.32911963 ... 0.20702661 0.00927588\n", + " -0.13378937]\n", + "Found 1343 total galaxies in catalog for cluster 17011\n", + "[-0.17983863 -0.27069354 -0.32758565 ... -0.08740959 -0.07087565\n", + " 0.2199447 ]\n", + "Found 6019 total galaxies in catalog for cluster 8523\n", + "[ 0.46240308 0.11131437 0.15620453 ... 0.22391243 0.08804989\n", + " -0.12540515]\n", + "Found 1038 total galaxies in catalog for cluster 11300\n", + "[ 0.32422313 0.22090716 -0.3214698 ... 0.61638037 -0.24263329\n", + " -0.00500442]\n", + "Found 6292 total galaxies in catalog for cluster 17462\n", + "[-0.46898861 -0.44096294 0.08604282 ... 0.12923278 -0.00881185\n", + " 0.10644044]\n", + "Found 1520 total galaxies in catalog for cluster 13025\n", + "[-0.16420193 -0.2721672 -0.15514769 ... -0.17618099 0.05275842\n", + " -0.30636958]\n", + "Found 2090 total galaxies in catalog for cluster 21385\n", + "[ 0.97435677 -0.24014002 0.03666096 ... -0.38755444 0.25816139\n", + " -0.11583338]\n", + "Found 2591 total galaxies in catalog for cluster 20888\n", + "[ 0.30547984 -0.00495302 -0.08262206 ... -0.43935632 0.07448263\n", + " 0.07390696]\n", + "Found 3139 total galaxies in catalog for cluster 21815\n", + "[ 0.36968895 -0.01878521 0.09142717 ... -0.12592323 0.12949039\n", + " 0.1622572 ]\n", + "Found 528 total galaxies in catalog for cluster 7594\n", + "[ 0.4148287 0.36583582 -0.04273381 -0.03606601 -0.09427687 0.05102778\n", + " -0.40704268 0.57968679 -0.06380509 0.63256008 0.29076705 -0.17792454\n", + " 0.10565443 0.0655149 0.7677424 0.53296682 0.01734016 -0.35804119\n", + " 0.36231324 0.08299337 0.25998257 -0.08368741 0.08312986 -0.17693217\n", + " -0.06754852 -0.10939401 0.22654068 0.04645301 0.00674063 0.08088697\n", + " -0.28299921 -0.79083374 0.28031253 0.36483446 -0.38487101 -0.04525458\n", + " -0.36131002 -0.12948619 -0.19659816 0.40422093 0.17388816 -0.11436673\n", + " 0.04535149 0.45476635 -0.48517606 -0.32713122 -0.14967202 -0.57928909\n", + " 0.12905885 0.02849444 0.38361723 0.31600254 -0.2458576 -0.50768222\n", + " -0.59500232 -0.06537669 0.08201641 0.08881582 -0.26866988 -0.41761089\n", + " -0.13141916 -0.07115593 -0.51393592 0.45234187 -0.34987248 -0.52963895\n", + " 1.12272546 -0.71252115 0.00435859 -0.04667826 0.06754446 0.30549672\n", + " 0.02995407 0.13979024 0.66454029 0.01004831 -0.18061823 -0.10953929\n", + " -0.32892671 -0.04399476 -0.37661234 0.80645325 -0.06634132 -0.29851988\n", + " -0.30996354 0.47258432 0.82070956 -0.77284771 0.01362897 -0.50713651\n", + " -0.14931594 0.36729959 0.36582866 0.4686743 0.05722707 -0.24374384\n", + " -0.29127664 0.09885636 -0.54708779 0.65278417 0.25489266 0.35194959\n", + " -0.11659748 0.03252509 -0.41347525 -0.02300606 -0.01383633 0.25195008\n", + " -0.37879151 0.18724395 -0.61732585 0.10184008 -0.18951007 -0.20919177\n", + " 0.26717522 -0.31684544 0.38932738 -0.11069036 0.09787267 0.30833922\n", + " 0.31219007 -0.10571727 -0.26938052 0.10495292 0.14078032 -0.39518063\n", + " 0.431902 -0.16127525 0.18597873 0.25559488 -0.02198049 0.229587\n", + " 0.08220185 -0.60337648 -0.56007691 -0.00220473 -0.81690401 -0.05684695\n", + " -0.10569059 0.05886586 -0.23696811 -0.5150759 -0.30789079 -0.39761613\n", + " 0.04562172 -0.35542667 -0.03056307 -0.15269585 0.61000924 -0.1543628\n", + " 0.07422262 -0.19799848 -0.02606928 -0.06347383 0.45116919 0.40772621\n", + " 0.37726957 1.26005671 -0.17367829 0.69352368 -0.46731276 0.1902273\n", + " -0.30267305 -0.44443092 0.02212246 -0.40800947 0.00465691 0.67838225\n", + " 0.25992837 0.04907253 -0.42857505 0.02170437 0.25633814 -0.12980329\n", + " -0.23598598 0.12505408 0.04370205 -0.34795168 0.30177325 -0.01574549\n", + " -0.28652583 0.30019001 -0.65133614 -0.07804704 0.06064216 -0.06820663\n", + " -0.04127136 -0.53644999 0.35957889 0.34349306 -0.40436677 0.26428351\n", + " 0.22758487 -0.02872034 -0.26065139 1.02860703 -0.22785263 0.0689024\n", + " -0.04118195 0.50179868 -0.3730529 0.20065012 -0.11429466 0.02539252\n", + " -0.24319319 0.10065569 0.93445359 0.13540892 0.13539375 -0.31553071\n", + " 0.11296309 -0.19026112 0.10134078 -0.06435773 -0.14765612 0.0843886\n", + " -0.7813465 -0.23402116 0.33842254 -0.05050992 -0.29533253 0.32426964\n", + " 0.28480905 -0.25103854 -0.33239587 0.27203598 -0.32975417 0.02547501\n", + " 0.42650436 0.00898842 0.25701758 -0.24837527 0.32430744 0.08515314\n", + " 0.20844029 -0.038444 -0.25581879 0.15380399 -0.28001253 0.5542908\n", + " 0.22235081 -0.01086804 -0.03752139 -0.33606823 -0.5130149 0.08141854\n", + " 0.09670728 -0.02560674 -0.02993688 0.04273043 0.21987166 -0.37581449\n", + " -0.23758146 0.03210022 -0.23389384 -0.13082114 0.00399492 -0.19030491\n", + " 0.29279218 -0.42785237 -0.84666518 0.21841527 -0.6391771 -0.2292023\n", + " -0.77224244 0.23902015 0.26198801 0.3154046 -0.15744683 0.32484789\n", + " -0.33688678 0.20824482 0.15280672 0.40059469 -0.401067 -0.56340547\n", + " 0.26911657 -0.1700832 0.18948614 0.68423156 -0.99770059 0.49484529\n", + " -0.17906933 0.07693071 -0.02090522 0.11052146 0.02107822 -0.20624147\n", + " 0.03244079 0.66701209 0.04202638 0.27960894 -0.13492569 0.01286865\n", + " 0.27357873 0.03275781 0.03046628 -0.08271889 0.55430517 0.29834748\n", + " 0.24938516 0.34825668 -0.051362 0.35091379 -0.63679641 -0.12304148\n", + " 0.44737458 0.10745849 -0.02165908 -0.16242998 0.34336994 0.21455333\n", + " -0.44590137 0.92381916 -0.56485987 0.64730873 -0.25226856 -0.30936231\n", + " -1.10440856 0.5348908 -0.05899834 0.36397617 -0.46110089 0.02978105\n", + " -0.32637527 -0.20325025 -0.57980965 -0.11513019 0.16424808 -0.87828006\n", + " -0.02940846 -0.25928882 -0.13702474 0.04415883 -0.18502865 0.02147588\n", + " 0.11799351 -0.33302556 0.00278655 0.46891817 -0.15888259 0.65149964\n", + " 0.24525045 0.17825479 0.06506479 -0.392229 -0.0093155 0.08230825\n", + " -0.14506276 -0.35049635 -0.61775145 0.27519682 0.68367677 -0.04155434\n", + " -0.55008174 0.12438588 0.29292708 0.32818345 0.02526154 0.26589428\n", + " -0.29901621 0.08454002 0.07934351 0.03357051 0.1075759 0.32300429\n", + " 0.25837293 -0.23926176 0.45672817 -0.35462047 -0.34312555 -0.60542773\n", + " -0.41569936 0.1470522 0.03446498 0.37380367 0.45633085 -0.16237909\n", + " 0.51565318 0.31479497 -0.35379715 0.19128033 0.69274622 0.85739998\n", + " -0.19755766 -0.04336481 0.05845497 -0.20658214 -0.12247482 -0.83534997\n", + " 0.5234883 -0.01679088 -0.51576638 -0.07610408 0.06598769 0.06966481\n", + " -0.10239449 0.44533681 -0.29868525 -0.01769809 -0.437717 0.41683651\n", + " 0.18758657 0.03223796 0.03686526 -0.12970263 0.30664565 -0.1634017\n", + " -0.27026027 0.54434752 -0.01978872 -0.03483089 0.04287457 -0.11908611\n", + " -0.29655684 0.67088283 -0.14814275 0.41014018 0.57477295 -0.548101\n", + " -0.16870705 0.27941314 0.01987198 -0.06745345 -0.42693317 -0.4045391\n", + " -0.34967251 0.29670395 0.00722736 0.60084113 -0.12007028 -0.22045132\n", + " 0.20333557 -0.30924206 0.57027367 0.43822786 0.14144565 -0.09761751\n", + " 0.30570261 -0.40998212 0.00466794 0.08776051 0.38304132 -0.05780196\n", + " 0.09971385 0.09609866 -0.55726051 -0.42225736 -0.02208013 0.02821444\n", + " 0.1196532 0.09197113 0.34758796 0.21121059 0.07410321 -0.11232335\n", + " -0.57639097 0.30473636 -0.54690188 -0.22745718 -0.0919727 -0.3983238\n", + " -0.09444019 -0.47918469 -0.11682458 -0.47928263 -0.53584335 -0.06864842\n", + " -0.07182491 -0.48403216 0.18823285 -0.19705112 -0.49704093 -0.57460471\n", + " 0.19952524 -0.73470498 -0.04223818 -0.39593027 0.08151534 -0.32457538\n", + " 0.60791008 0.11229508 -0.42399767 0.07796481 0.1429695 -0.05903867\n", + " 0.42036027 -0.19687549 0.07683616 -0.07328153 0.15557104 -0.11847654\n", + " 0.48118059 -0.20265743 -0.30433167 -0.2513005 0.15404877 -0.38804656\n", + " 0.23356137 0.593075 0.02208283 -0.51251008 0.08932061 0.13663391\n", + " -0.42404347 0.42908605 -0.53563272 -0.2152071 -0.10546555 -0.35219251\n", + " -0.1002672 -0.37449184 0.07365226 -0.16500196 -0.23120522 -0.10689376\n", + " 0.35304641 0.30934996 0.27270471 0.03863282 -0.1408932 -0.06865092\n", + " -0.42244021 0.07301302 -0.28174078 0.40327137 0.55772431 0.23430754]\n", + "Found 363 total galaxies in catalog for cluster 21425\n", + "[ 0.12865325 -0.50073158 -0.21455778 0.08142309 -0.0581186 -0.54194678\n", + " 0.07274416 0.3164121 -0.59437843 -0.05971048 0.10615071 -0.10201427\n", + " -0.4425675 -0.5551989 -0.1856139 -0.42904609 -0.46027351 0.33485884\n", + " -0.03756416 -0.48572257 0.30021232 -0.02976088 -0.57151511 -0.08581666\n", + " 1.0194006 -0.09920807 0.28519517 0.14623752 0.28123683 -0.18781061\n", + " -0.29062912 -0.18066346 -0.02147303 -0.56790177 -0.05271914 -0.11014136\n", + " 0.0372321 0.28921434 0.7430637 0.10832698 0.52200387 -0.21123362\n", + " 0.05727779 0.35690819 0.38034753 -0.06136625 0.36110539 0.75654846\n", + " 0.07593434 -0.02265002 -0.42722941 -0.20346555 -0.03156488 0.48553569\n", + " -0.7731378 0.04277972 -0.32833915 -0.691879 0.05742999 0.25290594\n", + " 0.30767771 0.21953612 -0.02749896 0.80338195 -0.31490549 0.66671091\n", + " 0.35702418 -0.07236623 0.57343552 0.28614705 0.23257222 -0.05844837\n", + " 0.20675104 -0.64598601 -0.21302833 0.5160142 0.01503329 -0.06417039\n", + " -0.17960807 0.35504844 -0.0841198 0.29948141 0.14104369 -0.39622678\n", + " 0.09301744 -0.40392762 -0.25379498 0.25552879 0.00727522 -0.3575193\n", + " 0.33604709 0.02762268 0.01119395 -0.11174992 0.69789653 -0.18191217\n", + " 0.2127361 -0.04996312 0.20544051 -0.01722528 0.04089579 -0.03265726\n", + " 0.04565868 -0.36701451 0.12065085 -0.01507049 0.25701072 0.00644498\n", + " -0.31236302 -0.13976147 0.06139685 -1.36658874 -0.6955492 0.34262504\n", + " -0.22733882 -0.07635527 0.36532541 -0.04000043 -0.16371839 0.2280705\n", + " -0.18257671 0.57036061 0.5241704 -0.04647785 -0.24690471 0.4440234\n", + " 0.28397774 0.11088958 0.37730119 -0.30565483 0.04166702 0.24737615\n", + " 0.42990458 0.26992416 0.19109203 0.47685012 -0.04087262 -0.18738724\n", + " 0.39616275 0.29185726 -0.35083836 -0.15458335 0.0554253 0.09648641\n", + " 0.23520322 0.21541947 0.36430159 0.0884299 -0.20495198 -0.07583424\n", + " 0.60466969 -0.36920923 0.29987496 -0.06342585 -0.29210859 0.21922923\n", + " 0.4069364 0.25984654 0.26834143 -0.10364101 -0.07362846 -0.3490774\n", + " -0.07025299 0.35466482 -0.27111302 -0.19954867 0.04491839 0.2416247\n", + " -0.46379052 -0.06127095 0.18738681 -0.82153601 -0.14824564 0.03668071\n", + " -0.04575419 0.14682096 0.35676437 0.21868598 -0.16347102 -0.48928871\n", + " 0.02383793 -0.2412709 0.50253807 0.10619094 0.51216867 0.53300012\n", + " -0.1671691 0.11950077 -0.78351777 0.90236483 -0.13952187 -0.10051246\n", + " -0.11975097 -0.31610937 -0.28859572 -0.40420286 -0.22220821 -0.41430381\n", + " 0.27087113 0.39679085 0.0101012 0.24281481 0.03984988 0.07369328\n", + " 0.3094779 -0.02088733 0.25276739 0.06337256 -0.13663277 0.01523226\n", + " -0.22863575 -0.06462556 0.02413956 -0.28338476 -0.52325901 -0.30049803\n", + " -0.1508835 -0.11026225 -0.29045518 -0.53852533 0.45493242 0.62294633\n", + " 0.2515721 0.19491586 0.06855322 -0.09887721 0.60046859 0.24429504\n", + " 0.15058322 0.64413374 -0.07427611 0.34701323 0.09813453 -0.31143254\n", + " 0.33810485 0.31035909 -0.20016836 -0.12924621 -0.43408304 -0.26029206\n", + " -0.39678347 0.1980837 0.0069345 0.41789976 0.1340257 0.70171275\n", + " 0.09258559 0.65896305 0.19861242 0.25264586 -0.07267456 0.89730254\n", + " 0.00911943 1.12794212 -0.35671139 -0.24698759 0.37843449 0.23849595\n", + " 0.21909592 -0.50905042 0.61958561 0.40951426 -0.26874378 -0.04433986\n", + " -0.28308648 0.15835204 -0.32490815 0.58387722 -0.11735693 0.16410444\n", + " 0.92034512 0.19178726 -0.40820321 0.70971526 0.27739091 0.26566508\n", + " -0.05065372 0.46219144 -0.22672129 0.02006295 -0.66461433 -0.37822873\n", + " 0.24441118 0.15289579 0.02201456 -0.40828986 -0.1586489 0.03207635\n", + " -0.30083267 0.58958193 -0.1078832 -0.24426667 -0.12942213 -0.16350449\n", + " 0.48685542 0.21242035 -0.24947907 -0.0766194 0.82413693 -0.11061841\n", + " -0.54407912 -0.15121678 -0.18784456 -0.35964714 -0.44045656 0.49045665\n", + " -0.02105876 0.07895846 0.09445705 0.53426113 0.33373843 0.28078436\n", + " 0.35214349 0.09439156 0.29161111 -0.44936477 -0.08583967 -0.0942686\n", + " 0.6414984 0.15369764 -0.26766705 0.1390524 -0.18780865 -0.12322346\n", + " 0.48905646 0.07719132 0.50983836 0.10436711 0.00365296 0.1546404\n", + " -0.18919009 -0.31564115 -0.70673097 0.43005603 -0.10666213 -0.10659039\n", + " -0.01492292 -0.0682248 0.03353563 -0.21173588 -0.21327841 -0.53552382\n", + " -0.16976319 -0.04713466 0.37663845 -0.10087233 0.31842722 0.55016882\n", + " -0.18894763 -0.21528593 -0.41293587 0.14372116 -0.69448612 -0.26976153\n", + " 0.04676689 0.38121629 0.07620166 -0.08006428 0.40794191 0.10277776\n", + " -0.05518569 -0.46648438 -0.21227537]\n", + "Found 7786 total galaxies in catalog for cluster 30553\n", + "[-0.44449465 -0.38810593 -0.09664437 ... 0.41326337 0.18350303\n", + " -0.14555847]\n", + "Found 1777 total galaxies in catalog for cluster 11651\n", + "[-0.33515733 0.19848149 -0.08900402 ... -0.19016788 0.397141\n", + " -0.16584072]\n", + "Found 2526 total galaxies in catalog for cluster 27728\n", + "[ 0.13694897 0.1554163 0.30953454 ... -0.30344544 -0.22345805\n", + " -0.20146981]\n", + "Found 2665 total galaxies in catalog for cluster 30757\n", + "[0.13946427 0.06245966 0.37105132 ... 0.00066648 0.01931731 0.14546627]\n", + "Found 5370 total galaxies in catalog for cluster 32634\n", + "[-0.09551192 0.09198529 0.21382127 ... 0.33627811 -0.41407367\n", + " -0.14949823]\n", + "Found 3080 total galaxies in catalog for cluster 33429\n", + "[ 0.20546725 0.04636569 -0.21523643 ... -0.51893021 0.27135047\n", + " -0.06322628]\n", + "Found 1942 total galaxies in catalog for cluster 15656\n", + "[ 0.01148406 -0.13790827 -0.17032915 ... -0.40605118 0.47062627\n", + " -0.25639667]\n", + "Found 662 total galaxies in catalog for cluster 29784\n", + "[-4.93485033e-01 -3.93182798e-02 1.15591253e-01 -4.85935257e-01\n", + " 4.27971668e-01 1.25320157e-02 2.30907641e-01 4.86057397e-01\n", + " 2.77246671e-01 -3.10816712e-01 -3.18679794e-01 -5.10387034e-01\n", + " 3.67945367e-01 5.76948572e-03 -8.53625264e-02 2.36921093e-01\n", + " 2.47834973e-01 -5.46050449e-01 4.27611390e-01 1.40895063e-01\n", + " 4.20044527e-02 1.92441562e-01 -5.33161727e-02 -1.21445889e-01\n", + " -4.42323908e-01 3.09001224e-01 4.73252359e-01 2.23373750e-01\n", + " 4.05303148e-01 1.44284182e-01 -1.21465514e-01 -5.20851157e-01\n", + " -4.38787308e-01 4.55601443e-01 -7.76401676e-02 7.98851646e-02\n", + " 3.06089588e-01 -2.37535233e-02 -5.01512511e-01 -4.31345068e-01\n", + " -1.59036927e-01 2.43932222e-01 -5.13635126e-01 4.29508216e-01\n", + " 2.60898870e-01 2.80043443e-01 -9.66927783e-02 -3.88177871e-01\n", + " 2.71600958e-01 6.33830196e-01 -2.79945409e-01 1.42825250e-01\n", + " 8.10570861e-02 3.94453656e-01 4.85794799e-01 -2.64018784e-01\n", + " 1.20532839e-01 2.83647388e-01 6.87059926e-01 -1.10278487e-01\n", + " -3.57214947e-01 -8.14345252e-02 -5.31349874e-01 -2.26889727e-01\n", + " -2.64295834e-02 1.30452592e-01 -1.98184871e-01 -2.12009355e-01\n", + " -6.26590597e-01 -1.51344325e-01 -2.27985594e-01 -3.34177160e-01\n", + " -9.88984504e-01 6.68901057e-03 -1.79508101e-01 5.95902546e-02\n", + " 1.71072155e-01 2.47506242e-01 -2.54200924e-01 3.23317927e-01\n", + " -5.19653640e-02 -3.92637675e-01 -7.64026908e-01 -2.07129313e-01\n", + " -1.45049629e-01 -2.32857967e-01 -4.54610204e-01 -2.82543275e-01\n", + " -2.97341765e-02 1.26404939e-01 -5.36731710e-01 -8.50205709e-02\n", + " 6.23371012e-02 9.96753334e-03 -2.84310635e-01 -4.17366142e-01\n", + " 3.26495995e-01 3.59853342e-01 -6.15408126e-01 -2.43329411e-01\n", + " 4.38786568e-01 -1.51120146e-01 -2.47104565e-01 1.50843963e-01\n", + " 2.23238680e-02 1.64050892e-02 2.48108513e-01 8.71719685e-02\n", + " 2.48082141e-01 -1.73798206e-01 -4.78756249e-03 4.07951096e-01\n", + " 4.24429488e-01 -9.50517790e-01 4.69755501e-01 1.21888513e-01\n", + " -2.20890408e-01 -2.78581081e-02 -5.77482342e-01 -6.29668378e-02\n", + " 2.03985267e-01 -6.42040653e-01 -2.19057692e-01 -8.51474747e-02\n", + " 2.74326678e-01 8.50500440e-02 -8.23625541e-01 4.41684238e-02\n", + " -8.24101337e-02 5.13796370e-01 2.30247240e-01 2.20500610e-01\n", + " -5.15015283e-01 3.03006697e-01 4.58558668e-01 2.21947379e-01\n", + " 2.98628676e-01 -2.77639220e-01 3.16596930e-01 1.02593299e-01\n", + " -3.60450488e-02 -1.20658894e-01 3.30478555e-01 -1.30401254e-01\n", + " -4.00142915e-01 -2.83906075e-01 -1.23758327e-01 -4.75572657e-01\n", + " 1.93707535e-01 3.60745129e-01 2.26968858e-01 -5.52371727e-02\n", + " -2.92400992e-01 1.79903572e-01 8.81068135e-01 6.01559968e-01\n", + " -6.58059548e-01 6.84624861e-01 1.28208466e-01 3.11884303e-01\n", + " 2.43204760e-01 -3.56264329e-01 1.82460681e-01 1.22048392e-01\n", + " -2.25399750e-01 2.39985025e-02 -2.61285699e-01 3.06567395e-01\n", + " -1.29871745e-01 1.17231939e-01 2.82977745e-01 -2.87047734e-02\n", + " 4.27230835e-01 2.10880717e-01 5.99478787e-01 1.04740249e-02\n", + " 6.55870320e-01 8.34737935e-01 -5.09792468e-01 4.09110286e-01\n", + " 3.78723860e-01 -1.38402018e-02 3.04917363e-01 3.67867603e-02\n", + " 5.27108558e-02 -3.59780236e-01 5.26533062e-01 2.21979989e-01\n", + " -5.52704266e-02 -1.03832356e-01 4.71329186e-01 -1.82575999e-01\n", + " 3.54063333e-02 -9.08870480e-02 -1.34430884e-01 -1.19443494e-01\n", + " -4.95430140e-02 2.17479977e-01 1.28189684e-01 2.09248787e-01\n", + " 3.29393773e-01 -3.01907784e-01 6.34517258e-02 1.94399337e-01\n", + " -2.44258903e-02 -4.22619462e-01 -3.64010200e-01 3.09319584e-01\n", + " -5.13760896e-01 3.96206230e-01 -1.32586099e-01 -4.26909109e-01\n", + " -3.16001532e-01 -1.15554953e-01 -2.84450062e-01 -3.48797028e-01\n", + " -1.55106647e-01 2.21744466e-01 6.87374755e-02 -6.79419371e-01\n", + " -2.51437026e-01 6.14944215e-01 1.38147172e-01 2.33362547e-01\n", + " 2.05653385e-01 -5.96883198e-01 -4.61450585e-01 2.04196222e-01\n", + " -2.70755285e-01 -3.55138635e-01 -3.16780539e-01 -3.37200334e-01\n", + " 2.43501439e-01 4.58112224e-01 9.52059148e-02 -3.11470833e-01\n", + " 4.04933056e-01 5.54655136e-04 3.01088786e-01 2.75996694e-01\n", + " 1.12463255e-01 -2.28735861e-01 1.49449357e-01 2.65941433e-01\n", + " 1.95334226e-01 2.32759325e-01 2.33699491e-01 2.00916615e-01\n", + " -3.81253653e-01 -5.23259727e-01 3.95417843e-01 6.45081234e-01\n", + " -2.00814732e-01 1.70283015e-01 1.79837707e-01 2.03219033e-01\n", + " -3.76950209e-01 5.11703480e-01 6.34310790e-02 -5.82685380e-02\n", + " -4.22609131e-03 -4.97911036e-02 9.69433294e-02 1.22084635e-01\n", + " -3.33491552e-02 -1.42661489e-01 1.57688983e-01 -3.71108007e-01\n", + " 2.34807459e-01 1.85417781e-01 -5.83759227e-02 3.47775518e-01\n", + " -1.36178192e-01 4.49054531e-01 8.70500672e-02 -3.48201089e-01\n", + " 4.46701010e-01 -1.59714544e-01 5.04437120e-01 -1.27884928e+00\n", + " -4.93273046e-02 9.32557814e-02 -3.59446883e-01 -5.78523638e-01\n", + " -2.50766891e-01 -3.16097463e-01 8.92384935e-02 -1.59941653e-01\n", + " 6.44747311e-01 -4.18349600e-01 -1.66637471e-01 -3.13046184e-02\n", + " 1.99257600e-01 2.86532561e-01 5.86687359e-02 -2.00454474e-01\n", + " 4.10947041e-01 9.15727325e-03 9.20775070e-02 3.64009940e-01\n", + " -4.93787285e-02 7.29168921e-02 -3.42826336e-02 -3.45869376e-01\n", + " -2.82105769e-01 -8.66981700e-02 -3.10465150e-01 2.24250200e-01\n", + " -3.23938129e-01 4.74473579e-01 8.39532342e-01 2.73048953e-01\n", + " -5.22751425e-01 -1.19249314e-01 2.45336028e-02 6.52574900e-01\n", + " -1.41614129e-01 -1.94015212e-01 -1.87638158e-01 5.80208653e-02\n", + " -4.11372583e-01 -3.65851069e-02 -6.24098413e-01 -3.54033715e-01\n", + " 2.68031812e-01 -9.82554699e-02 -2.63131304e-01 -4.54854202e-01\n", + " 2.20290778e-01 -1.85116387e-01 -4.21938970e-02 -1.05799808e-01\n", + " 2.00992290e-01 2.02420772e-01 -1.39052477e-01 3.37566811e-01\n", + " -3.87957576e-01 2.11572172e-01 1.30428506e-01 1.46492976e-02\n", + " -1.30954545e-01 -7.63179717e-01 -2.43953001e-01 2.08635090e-01\n", + " -2.52627065e-01 -3.43349546e-02 -2.44261141e-01 -2.28417594e-01\n", + " -4.69914223e-02 3.45848239e-01 -1.57985837e-01 2.89450359e-02\n", + " -3.63090582e-01 -7.98268377e-01 1.46156142e-01 -1.61404249e-01\n", + " -5.33249257e-01 -3.42806461e-01 -3.34799489e-01 -8.73241059e-03\n", + " 1.06196437e-01 2.68806127e-01 2.64812922e-01 -4.62183912e-01\n", + " 1.19257624e-01 -4.31741568e-01 4.07042794e-01 1.38435635e-01\n", + " -4.27300165e-02 1.55329154e-01 1.91350387e-01 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-6.14726214e-02\n", + " 4.86289248e-02 -7.36330999e-03 -1.69574032e-01 3.84632328e-01\n", + " -7.66169013e-02 1.53588364e-01 6.53300663e-02 -2.86609817e-01\n", + " 2.75004450e-01 -5.29887114e-01 1.00068335e-01 4.58822801e-01\n", + " 5.59695820e-01 2.41688370e-01 -2.20270053e-01 -5.04277273e-02\n", + " -1.09809782e-01 2.94852967e-01 4.18200251e-02 3.98788473e-01\n", + " -1.20676092e-01 -2.65976497e-01 5.52084008e-02 8.24194906e-02\n", + " -7.32385741e-03 -2.89765259e-01 5.85829641e-01 -4.10330005e-02\n", + " -1.50244002e-01 -3.99108336e-01 2.70163830e-01 3.49386933e-01\n", + " 2.48386778e-01 -3.24426505e-01 -2.41898536e-02 -2.46996395e-03\n", + " 2.82085251e-01 -1.87017544e-01 3.10285456e-01 1.36889084e-01\n", + " 1.19492689e-01 -2.06656943e-01 -3.98616257e-01 4.41822575e-01\n", + " 6.37796189e-02 1.14369700e-02 7.74184631e-02 -6.97068781e-01\n", + " -4.13787078e-01 -5.11389124e-01 1.63110344e-01 1.07063812e-01\n", + " -7.44546956e-02 -2.04188593e-01 1.58340148e-01 3.42275497e-01\n", + " 3.20444351e-01 -3.58681277e-02 1.99525974e-01 1.03604150e-01\n", + " 2.74447322e-01 -3.37200725e-01]\n", + "Found 1912 total galaxies in catalog for cluster 22630\n", + "[-0.39071603 -0.14400996 0.41905312 ... -0.66754419 -0.15596318\n", + " -0.05904138]\n", + "Found 942 total galaxies in catalog for cluster 17777\n", + "[-3.95593163e-01 -1.83211619e-02 1.75957686e-01 -3.91414278e-01\n", + " -3.05787677e-01 -1.84912515e-01 1.52502399e-01 -9.25738215e-01\n", + " 3.89334765e-01 -8.47039597e-02 -1.58047208e-01 1.02268490e-01\n", + " 2.47977047e-01 1.65507973e-01 -2.78181862e-01 -7.58920904e-01\n", + " -2.05884141e-02 -3.11032450e-01 1.10554734e-01 1.47568635e-01\n", + " -6.30253364e-01 2.57891636e-01 1.39629031e-01 -2.88311575e-01\n", + " 5.12289769e-01 1.89160995e-01 2.29779707e-01 1.92724792e-01\n", + " 1.68923452e-01 -5.79415998e-02 -2.33319654e-01 6.41068359e-01\n", + " -3.22789084e-01 -5.94157887e-02 1.05923413e-01 8.04766375e-02\n", + " -3.33722672e-01 1.54399812e-01 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1.64324356e-01\n", + " 2.14897693e-01 -4.74719667e-01 -1.48686180e-01 1.64047848e-01\n", + " -2.36061859e-01 2.96570168e-01 -9.02860485e-02 5.65299941e-02\n", + " 6.31053063e-02 2.27314358e-01 1.94451008e-01 -2.79059415e-01\n", + " 1.42955167e-01 -2.40797534e-01 1.81075593e-01 -2.80433204e-01\n", + " 9.79280123e-02 -1.10089638e+00 3.19403643e-01 8.60309833e-04\n", + " -6.36977618e-01 1.96452837e-01 -1.89611837e-01 4.00694817e-01\n", + " -1.18055015e+00 -3.78740928e-01 7.35255683e-01 7.17374803e-01\n", + " -5.76342434e-03 7.16317146e-01 -2.49017122e-01 -3.38277391e-01\n", + " -1.07529899e-01 3.76303213e-01 -6.59701055e-02 4.95639314e-01\n", + " 3.02702845e-03 5.78009233e-02 -2.96241345e-01 3.66013680e-01\n", + " 6.66586157e-02 -9.02273727e-02 2.92749705e-01 1.44199060e-01\n", + " 4.16214448e-01 -2.50786959e-02 3.30307214e-01 4.95279201e-01\n", + " 2.52458274e-01 -7.34970969e-01 1.95856166e-01 3.58687499e-01\n", + " 3.02067538e-01 3.73115859e-01 2.29849517e-01 2.74788734e-01\n", + " 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3.83436762e-02\n", + " 5.21367311e-01 -3.18065134e-01 -2.89343817e-01 3.39230366e-02\n", + " -2.01124759e-01 -6.83703262e-01 3.18541597e-01 5.51155147e-01\n", + " 4.82538267e-01 -2.39644115e-01 4.41179754e-01 1.59865160e-01\n", + " 6.41917657e-01 -1.04112469e-01 8.74578835e-02 3.12283908e-01\n", + " -5.12793524e-03 -4.55468957e-02 1.42576408e-01 -1.55211503e-01\n", + " 5.81687126e-02 -1.10653703e-01 5.35805476e-02 -2.69338132e-01\n", + " -2.85486949e-01 4.06483436e-01 -8.11684597e-01 2.63537261e-01\n", + " 4.58653259e-01 -2.09091250e-01 -2.40408177e-01 1.85867177e-01\n", + " -3.31300439e-03 3.72158489e-01 -5.61019953e-02 1.14593896e-01\n", + " -5.01178072e-02 -3.21134775e-01 3.30668047e-01 -2.80468946e-01\n", + " 1.74894510e-01 -7.98710742e-02 1.94136829e-01 5.87561965e-01\n", + " -7.09466166e-01 2.52049952e-01 -2.29756915e-01 3.46887375e-01\n", + " -9.71405924e-02 5.13310012e-01 -3.22427825e-01 -1.57897697e-02\n", + " 1.42475276e-01 -1.94160956e-02 -6.84278624e-01 1.28727079e-01\n", + " 3.57022493e-01 2.32622262e-01 2.63479407e-01 6.29491756e-01\n", + " 3.03520590e-01 5.73196329e-01 2.84786419e-01 4.44060102e-01\n", + " 2.26646521e-01 6.40761689e-02 2.87457896e-01 1.35269460e-01\n", + " 2.63151346e-01 -4.38170720e-01 2.92797724e-01 4.04798866e-01\n", + " 3.29504244e-01 -6.46056316e-01 -3.67838688e-02 -1.00170596e-01\n", + " 3.11676090e-01 3.61079615e-01 -7.97444200e-01 -2.40714977e-01\n", + " 1.08134851e-01 6.56177862e-04 5.29981951e-01 -2.49542566e-01\n", + " 2.26456706e-02 3.38381927e-01 1.04626348e-01 -2.80188869e-01\n", + " -2.17965766e-01 2.32964326e-01 -5.84861863e-01 -1.93884438e-01\n", + " -2.94664167e-01 2.62443027e-02 -1.15911275e-01 -6.15210193e-01\n", + " 2.78346409e-01 6.16727261e-02 -2.09917574e-01 2.55329113e-01\n", + " -2.03342420e-01 -2.13362595e-01 3.56690579e-01 -2.67472111e-01\n", + " -1.21809656e-02 -7.40875811e-02 1.79222600e-01 2.61585060e-01\n", + " 7.46191362e-02 -2.94209244e-01 4.01015391e-01 2.93772943e-01\n", + " 2.62395211e-01 5.70457461e-01 -2.73675090e-01 6.46921890e-02\n", + " 8.08461698e-02 -2.96006961e-01 -1.86980816e-01 -4.47452399e-01\n", + " 2.17935469e-01 2.60402086e-01 -3.79101669e-01 7.59358545e-02\n", + " -3.17594960e-02 -3.00585371e-01 1.71697849e-01 -2.10398931e-01\n", + " 5.82740438e-02 4.02551781e-01 -7.29623084e-01 -1.70907134e-01\n", + " 2.88955176e-02 4.37238982e-01 -2.38514078e-01 -1.81658338e-01\n", + " 7.19982753e-03 -1.90987823e-01 -3.76636336e-01 3.52318033e-02\n", + " -2.71970366e-01 4.36271843e-01 3.01436286e-01 1.27997466e-01\n", + " 5.07009010e-01 4.83726655e-01 1.99269297e-01 -3.61062913e-01\n", + " -2.33719143e-01 -2.36977084e-02 -6.89361391e-02 -1.86126863e-01\n", + " 3.87929891e-01 1.48608996e-01 7.63326205e-02 2.04808359e-01\n", + " 3.42785584e-01 1.92203362e-01 1.35904485e-01 -2.83971724e-01\n", + " -1.78197837e-01 -1.37748786e-01]\n", + "Found 2126 total galaxies in catalog for cluster 33569\n", + "[-0.37351413 0.02348757 0.52942402 ... -0.10348083 -0.39138865\n", + " -0.00710725]\n", + "Found 1969 total galaxies in catalog for cluster 39996\n", + "[-0.06028599 -0.07208282 0.26710772 ... 0.09626804 -0.21497911\n", + " -0.33765771]\n", + "Found 3464 total galaxies in catalog for cluster 37007\n", + "[ 0.38627209 -0.22459263 0.15565324 ... -0.27118689 0.15528643\n", + " 0.19650853]\n", + "Found 4503 total galaxies in catalog for cluster 25937\n", + "[ 0.15255857 -0.41420091 -0.28794845 ... 0.35373825 0.02635474\n", + " -0.12560845]\n", + "Found 1258 total galaxies in catalog for cluster 24386\n", + "[ 0.21308403 0.17995079 0.06364067 ... 0.14351361 -0.0817034\n", + " -0.04722498]\n", + "Found 4662 total galaxies in catalog for cluster 44685\n", + "[ 0.17909645 -0.04613428 0.37896769 ... -0.31015379 0.1780916\n", + " 0.19298336]\n", + "Found 2258 total galaxies in catalog for cluster 48725\n", + "[ 0.14522843 0.33204951 0.31876771 ... 0.50791491 0.46593889\n", + " -0.29535285]\n", + "Found 1761 total galaxies in catalog for cluster 27260\n", + "[ 0.0761151 -0.32024336 0.46808472 ... -0.31756387 -0.55119146\n", + " -0.19373682]\n", + "Found 1011 total galaxies in catalog for cluster 35316\n", + "[ 0.18640327 0.53705982 -0.11451776 ... 0.37287635 -0.35217778\n", + " 0.13334764]\n", + "Found 872 total galaxies in catalog for cluster 59428\n", + "[ 1.84090310e-01 -1.55499827e-01 -4.23623995e-01 -3.10083812e-01\n", + " 1.16633972e-01 -3.53786746e-02 2.89823822e-01 -1.95539449e-01\n", + " -5.67246076e-01 -5.43893869e-02 1.08996643e-01 8.22248996e-02\n", + " -8.20301112e-01 -4.21833630e-01 -4.34913998e-02 1.59144810e-01\n", + " -2.06578152e-01 4.56639905e-01 -5.20579154e-02 2.30529290e-01\n", + " -5.82168474e-01 4.82797846e-01 -3.61310035e-01 4.34235398e-01\n", + " 5.71772821e-01 -2.71393715e-02 -6.25432438e-01 2.84637558e-01\n", + " -1.74735168e-01 -6.05654637e-01 -5.60243253e-02 -4.15739497e-02\n", + " -8.18763969e-01 8.14045107e-01 -3.12477356e-01 -3.72478176e-01\n", + " 1.35651486e-01 2.84143337e-01 1.41765001e-01 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7.81946672e-01 -3.34733665e-01 -1.66791146e-01\n", + " 3.17515187e-02 -1.97792166e-01 -6.23095285e-02 8.68329363e-01\n", + " 1.13407994e-01 6.30830801e-01 8.13179763e-02 -3.33710995e-01\n", + " -4.81655721e-01 -4.30782538e-01 1.17852730e-01 2.58451395e-01\n", + " 2.22314320e-01 -9.30945842e-01 6.38623312e-02 6.40705559e-02\n", + " 2.07167867e-01 1.98536166e-01 -5.04167830e-01 5.39371000e-02\n", + " 1.40397860e-01 -3.32196166e-01 2.23308554e-01 -2.98419794e-01\n", + " 2.32499554e-01 -9.09547111e-01 2.67493618e-01 2.96953939e-01\n", + " -1.30366332e-01 -6.73562790e-01 1.74256648e-01 4.74156782e-01\n", + " 7.50405781e-01 -5.01158038e-01 -1.75038218e-01 2.89984465e-01\n", + " 3.48791510e-01 -2.56865391e-01 -1.22940026e-02 -2.43448670e-01\n", + " 1.56950465e-01 -3.04449861e-01 4.44640126e-01 -1.93272367e-01\n", + " -9.29738427e-02 -8.35679004e-02 -4.20354547e-01 2.41518700e-01\n", + " -4.74308297e-01 2.95344439e-01 1.36795472e-01 -3.25576058e-01\n", + " 1.12492127e-01 6.18039683e-01 -8.04312044e-02 -3.77254576e-01\n", + " 2.08623540e-01 -2.56948848e-01 3.51710636e-01 -2.55565732e-02\n", + " 1.61078588e-01 1.07410058e-01 4.52379167e-01 -2.21298444e-02\n", + " 1.24865626e-01 -6.53481972e-02 -1.22791292e-01 3.20212799e-01\n", + " 2.86465102e-01 1.93612201e-01 4.81344055e-01 1.17578349e-01\n", + " 1.08769351e-01 4.78628744e-01 -5.22451060e-01 7.22715842e-01\n", + " 4.03044552e-01 1.26056589e-02 -2.34733635e-01 2.39431754e-01\n", + " -3.63291860e-01 3.66730470e-01 8.76357462e-02 -2.19760375e-01\n", + " 1.12871427e-01 4.17618594e-01 7.05137693e-01 -1.43148694e-01\n", + " -8.07237684e-02 2.49535161e-01 -1.71606202e-01 1.14775496e-01\n", + " 1.71145643e-01 -2.70999556e-01 2.23968608e-01 3.21996687e-01\n", + " 2.29715389e-02 2.29874253e-01 8.11417245e-02 3.66727127e-01\n", + " 5.17390356e-03 -8.67962616e-02 -1.38204096e-01 4.35341418e-01\n", + " 1.62746199e-01 1.24966320e-01 1.60727335e-01 -3.19658396e-01\n", + " 3.62580215e-01 -2.04504228e-01 3.75598951e-02 -8.75696785e-02\n", + " -1.44965835e-02 1.99154353e-02 -6.11118336e-01 2.72242399e-01\n", + " -1.06459883e-01 4.47842919e-01 -1.06162435e-01 2.74262892e-01\n", + " 1.31396332e-01 -3.09046294e-01 -3.13549276e-01 -3.55774090e-02\n", + " 3.71373071e-01 1.79524292e-01 2.39452014e-01 -2.36873855e-01\n", + " 1.43607591e-02 -2.44501189e-01 -8.87002734e-02 8.41676553e-02\n", + " 4.00604097e-01 9.44846131e-02 -1.42034148e-01 -1.24306234e+00\n", + " -5.39121951e-01 6.87629406e-01 5.90899023e-01 1.98083278e-01\n", + " -1.19930456e-01 7.69356946e-02 3.02265812e-01 4.97242200e-01\n", + " -3.32640441e-01 3.13647103e-01 -2.44946282e-01 -2.18226879e-01]\n", + "Found 1944 total galaxies in catalog for cluster 25976\n", + "[ 0.16948451 0.06431141 -0.34554189 ... 0.10446761 0.33850757\n", + " -0.43430721]\n", + "Found 2708 total galaxies in catalog for cluster 31596\n", + "[-0.30348774 0.09203968 -0.36204751 ... 0.61680268 -0.33752974\n", + " -0.10241494]\n", + "Found 5886 total galaxies in catalog for cluster 26346\n", + "[ 0.05561808 0.24120063 0.15636305 ... -0.22045771 0.03321205\n", + " -0.2305854 ]\n", + "Found 2469 total galaxies in catalog for cluster 36608\n", + "[ 0.07550331 0.32215916 0.57709214 ... -0.1793178 -0.24484238\n", + " -0.17460524]\n", + "Found 3301 total galaxies in catalog for cluster 26938\n", + "[-0.01549692 0.36769901 0.23853037 ... -0.39527082 0.02292563\n", + " 0.12189737]\n", + "Found 1179 total galaxies in catalog for cluster 74483\n", + "[-0.2718991 0.17279882 -0.32449521 ... -0.35447292 0.16231363\n", + " 0.0805656 ]\n", + "Found 2586 total galaxies in catalog for cluster 62882\n", + "[ 0.30365894 -0.45510557 -0.34545119 ... 0.59510717 -0.32169655\n", + " 0.02876253]\n", + "Found 366 total galaxies in catalog for cluster 25770\n", + "[-4.27322232e-01 -4.34908175e-02 5.14067394e-01 6.15667160e-02\n", + " 2.46517210e-01 2.21151791e-01 -4.89204299e-01 1.68410128e-01\n", + " -4.63005026e-01 -6.25874669e-02 -7.36704076e-01 6.13131971e-01\n", + " 1.75910598e-01 3.01997998e-01 -6.77689254e-01 -3.55233591e-01\n", + " 3.48156273e-02 -3.76474539e-01 7.83869118e-01 -1.29505865e-01\n", + " -2.77977413e-02 -1.71046961e-02 -1.41827127e-01 -4.43975817e-01\n", + " 8.27320874e-02 -1.27433170e-01 -4.48919629e-01 2.97928699e-01\n", + " -6.14946162e-01 -9.70088693e-01 4.19561939e-01 -9.42305452e-02\n", + " -9.09811973e-02 -2.16608255e-02 -9.72954089e-02 3.13101625e-01\n", + " 4.01250048e-01 -5.81262680e-02 3.35590908e-01 -8.28042693e-02\n", + " -5.26399344e-01 5.07189784e-01 3.30508795e-01 1.47963214e-01\n", + " 3.41113103e-02 -2.44874898e-01 2.05402440e-01 -1.13903500e-01\n", + " -5.02343756e-02 -4.12513333e-01 5.95112176e-01 2.19771619e-01\n", + " -1.64441106e-01 -2.32962518e-01 3.19206252e-01 2.04177802e-01\n", + " -2.09092612e-01 1.70933125e-01 1.06731489e-01 -4.25066285e-01\n", + " 9.36440234e-02 -6.98003213e-02 5.02121535e-01 4.48491877e-01\n", + " -6.30123230e-01 -1.57984491e-02 3.51279317e-01 4.10182259e-01\n", + " -1.67735418e-01 -1.52754002e-01 2.32908387e-01 2.72885945e-01\n", + " -1.84773198e-02 9.16554208e-02 2.14638641e-01 -6.36800479e-02\n", + " 4.04769090e-01 3.82163311e-01 -1.64864311e-01 -2.81442735e-01\n", + " 4.00245135e-01 -1.05439804e-01 3.07950478e-01 3.92617839e-01\n", + " -2.21155175e-01 2.58217971e-02 -1.60617174e-01 -3.62641573e-01\n", + " -2.02201773e-01 -5.23003024e-01 -4.69363182e-01 -2.12971778e-01\n", + " 4.11449933e-01 8.61852050e-01 -3.85246843e-02 7.04565645e-01\n", + " 1.28378413e-01 1.09392835e-01 -3.61593529e-04 1.65948077e-01\n", + " 1.68806790e-01 -1.49755939e-01 7.97544515e-02 -4.91776882e-01\n", + " 1.57058270e-01 -4.41529475e-01 -2.27649865e-01 -2.81616061e-01\n", + " 1.48257957e-02 1.91344412e-01 -9.00267161e-02 4.69245294e-01\n", + " 4.60795587e-01 1.91084844e-01 3.25838351e-01 -1.84348907e-01\n", + " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 6.43455376e-01\n", + " 8.92077520e-01 3.78667492e-01 1.34675543e-01 -2.24836948e-02\n", + " 1.67849483e-02 -2.16277538e-01 -3.55998451e-01 6.10233813e-02\n", + " 3.23551838e-01 1.44231623e-01 1.77551073e-01 4.51919328e-01\n", + " 2.56864166e-01 -3.83640502e-01 5.03447246e-01 -3.60317725e-02\n", + " -4.45667010e-01 3.16429235e-01 2.37750321e-01 -4.02255918e-02\n", + " -2.64538883e-01 3.89001426e-01 1.63128644e-01 -1.90722214e-01\n", + " -6.85477067e-01 -7.59474616e-02 2.85965345e-02 5.84547369e-01\n", + " -4.41565648e-02 7.42410418e-01 1.11784473e-01 6.40624707e-02\n", + " 7.25335713e-02 1.05882320e-01 1.50964811e-01 -1.91715449e-01\n", + " -2.21760215e-01 -2.38011883e-01 -3.29796741e-01 1.82142126e-01\n", + " -4.58948597e-01 1.40518883e-01 3.45958654e-01 2.76733216e-02\n", + " 3.78272541e-01 -3.66702231e-01 3.14235245e-01 -6.44813568e-01\n", + " 3.13887020e-01 -5.48768420e-01 -6.57137326e-01 4.10180845e-01\n", + " -2.02916495e-01 -1.18225964e-01 4.47155907e-01 -1.70064320e-01\n", + " 1.76169510e-01 7.79430637e-02 1.64106636e-01 -1.39640884e-01\n", + " 4.76925319e-01 -3.12867628e-01 4.46280837e-01 -8.30031681e-02\n", + " 9.02436712e-01 3.66215373e-01 1.87097363e-01 3.15404456e-01\n", + " -1.31552618e-01 6.95177438e-02 -1.85364571e-01 -2.37913069e-01\n", + " 1.80419303e-01 1.25604109e-01 -9.40787740e-02 3.45453050e-02\n", + " 3.55714498e-02 1.02214659e-01 2.60877238e-01 -4.06828321e-01\n", + " -4.82828005e-01 -4.21699356e-01 -5.79843153e-02 -5.33231782e-01\n", + " -6.06881203e-01 -1.54148185e-01 -4.53423573e-01 1.82586513e-01\n", + " 3.24583906e-01 1.28148378e-01 1.48273071e-01 -7.63012630e-02\n", + " -1.12353225e-01 6.23454460e-01 2.68454749e-01 6.12457604e-02\n", + " -2.65204358e-01 5.21016153e-01 2.53301935e-01 1.13705916e-01\n", + " 3.26544604e-01 9.57337068e-02 -1.96723565e-01 1.77497572e-01\n", + " 6.30646998e-01 -6.16361464e-01 -3.60828235e-01 -2.16997095e-01\n", + " 6.02805029e-02 -1.78062594e-01 8.83939594e-01 -5.62649383e-03\n", + " -1.90147348e-01 -6.22845711e-03 1.81426154e-01 -5.09076462e-01\n", + " -3.26504306e-02 1.53897684e-01 -1.06749021e-01 1.12395634e-01\n", + " -4.52290653e-01 -1.57005018e-01 3.16444946e-01 1.72774737e-01\n", + " 1.32641671e-01 2.10704056e-01 4.97270897e-01 1.30694624e-01\n", + " -1.95519326e-01 5.77082875e-01 1.53097004e-01 4.24219394e-01\n", + " 1.18114939e-01 6.13826435e-01 -1.19190672e-01 3.42579961e-01\n", + " 2.79693380e-02 4.30041106e-01 -2.00754053e-01 1.85581878e-01\n", + " 8.81828990e-01 -6.96006321e-02 -1.92992731e-01 -1.63170751e-01\n", + " -4.26747605e-01 4.58676166e-01 2.73779905e-01 3.26465671e-01\n", + " 5.65702395e-01 3.64146983e-01 4.32664481e-03 1.46442039e-01\n", + " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 1.21635446e-01\n", + " -3.03953974e-01 -3.99959162e-02 -6.35618152e-02 4.03769617e-01\n", + " 6.40653189e-01 -2.79839529e-01 5.60052860e-01 -9.15486862e-02\n", + " 2.88833893e-01 -1.39830638e-01 4.53173098e-02 -5.93483633e-01\n", + " -7.98640823e-02 4.42927244e-01 4.20834992e-01 2.30519585e-01\n", + " 1.41631569e-01 2.38740218e-01 -4.03073904e-01 2.38504962e-01\n", + " -2.96972464e-01 3.75628555e-01 1.64928114e-01 -5.82286397e-01\n", + " -5.00183940e-01 -2.48979505e-01 1.35235637e-01 -5.48880900e-01\n", + " -2.00139891e-02 2.17586759e-01 7.85697628e-02 -1.69908104e-01\n", + " -2.86917179e-01 -1.12520669e-01 -2.65171252e-01 4.02800011e-01\n", + " -3.00967283e-01 -8.53949853e-02 -3.27979672e-01 4.86011804e-01\n", + " -2.22472349e-01 2.89966859e-01 -6.28608058e-02 3.03264546e-02\n", + " 1.06658993e-01 -3.64765937e-01 3.68821088e-01 1.27140838e-01\n", + " 2.88691176e-01 5.36294966e-01 -7.24772123e-02 -7.13623093e-02\n", + " -2.41665116e-01 2.85443306e-01 -7.34435429e-02 -3.90029088e-02\n", + " -3.89026477e-02 -3.45806406e-01 -1.81013938e-01 1.20839908e-01\n", + " 4.69103570e-03 5.51888705e-01 3.17256583e-01 2.34881948e-01\n", + " 2.45479109e-01 -4.25617434e-01 2.79994447e-01 -1.01110578e-01\n", + " -1.15281670e-01 3.27655680e-02 2.41635690e-01 2.09977810e-02\n", + " -1.21703341e-01 -1.86967666e-01 4.91194154e-02 2.67296366e-01\n", + " -2.88306372e-01 1.58132581e-01 -2.71979857e-01 -7.77341820e-02\n", + " -2.06746701e-01 7.05876209e-01 1.26001441e-01 -1.04908896e-02\n", + " 1.00788115e-01 3.48352080e-01 2.94070682e-01 -4.04799042e-01\n", + " 3.31596837e-01 -9.40579929e-03]\n", + "Found 280 total galaxies in catalog for cluster 59302\n", + "[-0.2986062 0.22664667 0.39975389 -0.12622183 -0.30215194 0.27752927\n", + " 0.3776747 -0.3404986 -0.19415891 -0.04363727 -0.30838742 -0.28738742\n", + " 0.24023964 -0.10309753 -0.05795284 -0.10356654 -0.02946413 -0.1126654\n", + " 0.06988115 0.28158928 -0.20842448 -0.33730091 -0.01762769 0.43168148\n", + " 0.21386653 0.01602169 0.32854664 0.29035691 0.18012505 -0.30059596\n", + " 0.53010665 0.19503184 0.45022495 -0.16050412 -0.39278575 0.19610757\n", + " 0.4619246 0.15183532 0.50665203 0.09905482 0.16835089 0.28341029\n", + " -0.10651477 -0.06035347 -0.00200049 0.2864748 0.03218005 -0.09160233\n", + " 0.65309771 -0.47907369 0.25008195 -0.06133854 0.480196 -0.02978087\n", + " -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452 0.11134908\n", + " 0.24047602 -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705\n", + " 0.26278817 0.27993593 -0.02997445 0.42350423 -0.26590064 -0.01091568\n", + " 0.02584536 -0.22658026 0.17817805 -0.24329167 -0.17270076 -0.37587737\n", + " 0.55370774 -0.30051643 -0.85348321 -0.01928962 -0.26784695 0.40589241\n", + " 0.11081399 -0.40672256 0.33227331 0.44904955 0.31097719 0.0998535\n", + " 0.30327284 0.51225527 -0.03873786 0.32373473 -0.14305066 -0.2526311\n", + " 0.13302719 -0.00270377 0.45220135 0.20014768 -0.06265121 -0.14409919\n", + " 0.16573367 0.18805569 -0.3882322 0.04009703 -0.52955455 -0.03315316\n", + " -0.32243813 0.15925049 0.16027228 -0.09159386 0.04198187 0.25566216\n", + " -0.09855049 -0.03437923 0.36345961 -0.06419938 -0.35727209 -0.30940367\n", + " 0.2886936 0.61783619 -0.24275999 0.71624778 0.09743434 0.22820985\n", + " -0.30212772 0.03913842 -0.01436338 0.61247789 -0.03800425 -0.29828439\n", + " 0.67662641 -0.37694474 -0.35434536 -0.27358333 0.60517956 -0.22413163\n", + " 0.38183595 0.28543688 0.46177017 0.1140784 -0.59196988 0.5698269\n", + " -0.54949149 0.27892862 0.01372189 0.42709648 0.44531959 -0.01771833\n", + " -0.42291197 0.00604222 0.23991114 -0.0730514 0.08619012 0.0759593\n", + " 0.40233924 -0.67544697 -0.27618368 0.47662885 0.80014144 0.0331896\n", + " 0.84118728 -0.00860522 -0.19407331 -0.66630301 0.6073306 -0.17733756\n", + " -0.05078984 -0.74783914 -0.28950767 -0.10484004 -0.3158421 -0.75437396\n", + " -0.29700701 -0.06707425 0.24155822 0.40440298 -0.36403539 -0.17369476\n", + " 0.60337631 0.20819399 -0.23068501 0.09346703 -0.61638529 0.12911278\n", + " -0.07429038 -0.0996342 0.79708566 -0.06800888 -0.09954179 0.20449139\n", + " -0.06275295 -0.01737246 -0.13441127 -0.42624492 0.40878183 0.17816298\n", + " -0.59018023 -0.05265709 0.30820818 -0.33900044 0.36769866 0.02101731\n", + " 0.31823153 -0.15866534 -0.28665125 0.02369362 0.1739338 -0.27525552\n", + " -0.07408034 0.00206934 -0.2232127 -0.24671479 0.20660264 -0.09038704\n", + " 0.47563459 0.24916695 0.12540593 -0.57230805 0.08829456 0.29437735\n", + " -0.36513035 0.52602136 -0.03275276 0.17764793 -0.12380013 -0.24961409\n", + " -0.08062807 0.13297211 -0.18790088 0.15100134 0.05093718 -0.24053852\n", + " 0.20661209 -0.40599494 0.39353552 -0.80693118 -0.08068194 0.31418108\n", + " -0.08447529 -0.19196005 0.20718918 -0.13036097 0.05919465 0.19814096\n", + " 0.07135281 0.21768126 0.26770758 0.6012541 0.22159095 -0.52321125\n", + " -0.04816206 -0.22052851 0.15482333 -0.10586041 -0.22419676 -0.24407898\n", + " 0.09987012 0.66201625 0.06799898 0.18451241 0.38248772 -0.55454228\n", + " -0.64649552 0.13287805 0.25907102 -0.02901425 -0.21811736 -0.10841417\n", + " -0.36082228 -0.03256143 0.56831397 0.02105735 -0.48431863 0.44250774\n", + " 0.24748163 0.70702928 0.2749094 -0.20379784]\n", + "Found 776 total galaxies in catalog for cluster 53335\n", + "[-2.83870452e-01 -1.36456870e-01 -3.54751394e-01 2.17147355e-01\n", + " -2.71902507e-01 -8.31518849e-01 1.04325543e-01 4.59107975e-02\n", + " -7.58816059e-03 -4.73250806e-01 4.20004272e-01 5.88350222e-01\n", + " 1.88772767e-01 2.47700215e-01 -5.10638254e-01 4.71724139e-01\n", + " -1.99004272e-02 -1.26155060e-01 -9.12737976e-02 -2.69993681e-02\n", + " -9.35025358e-02 -2.75462818e-01 9.01820361e-02 3.22515528e-01\n", + " 7.48911547e-02 -4.08302868e-03 5.61169246e-01 4.15968500e-02\n", + " -4.44437007e-01 1.80650741e-01 -1.40999611e-01 -6.29368570e-01\n", + " 2.94373808e-01 1.47114260e-01 2.06811135e-02 3.53487888e-01\n", + " 5.25948545e-01 -4.46629166e-01 2.41300290e-01 2.44781890e-01\n", + " -7.52754212e-02 1.11432458e-01 4.05849466e-01 -8.24180363e-02\n", + " -1.24153489e-01 4.56957815e-02 3.86570024e-01 4.60145768e-01\n", + " -8.86290697e-02 5.02234597e-02 -4.66140250e-02 1.84461762e-01\n", + " 4.67958774e-02 6.18201598e-02 5.61510058e-01 -8.72525263e-02\n", + " -2.03495960e-01 1.55886280e-01 -6.59796756e-02 -9.76271171e-02\n", + " 1.92854195e-01 8.28465223e-02 -1.70253375e-01 3.50050844e-01\n", + " 9.57544805e-02 5.13963879e-01 -1.19991302e-01 -5.40253823e-01\n", + " -3.74929703e-01 -2.01005342e-03 -1.15805451e-01 1.11523140e-02\n", + " -7.00244365e-01 4.00867143e-01 2.18834299e-01 3.54487801e-01\n", + " -4.36107462e-01 1.31887913e-01 2.06079535e-01 2.24827088e-01\n", + " -1.24998442e-01 -5.13850486e-02 -2.29468150e-01 5.24477861e-01\n", + " 4.45806916e-01 -3.78653688e-01 -2.58454650e-01 1.32457285e-01\n", + " -1.52447492e-01 2.44223207e-01 3.06869089e-01 -1.19521620e-01\n", + " -2.70070933e-01 -1.52117179e-01 2.04893343e-02 1.49492164e-02\n", + " -5.31152337e-02 4.35773218e-01 3.09824236e-01 1.16518284e-01\n", + " 4.04627981e-01 -1.86107927e-01 -4.54123181e-01 -2.51650191e-01\n", + " -1.94068266e-01 -5.06466179e-01 -3.55102835e-01 1.82459213e-01\n", + " -7.74293176e-01 2.88877345e-01 6.23329476e-01 -4.72980879e-01\n", + " -6.45072497e-01 -4.15184838e-01 1.30452978e-01 6.00201618e-01\n", + " -2.05256226e-01 -2.44183184e-02 -2.13451901e-01 -1.26487686e-01\n", + " 4.93032664e-03 -1.03877426e-01 -1.58823414e-01 -7.22466791e-02\n", + " -6.50289331e-01 -3.91019754e-01 -3.60533906e-01 4.23004933e-02\n", + " -7.83755586e-03 -9.54170624e-02 -3.11975441e-01 4.40032946e-01\n", + " 3.53902969e-01 3.81327521e-01 7.39334988e-02 -2.07533800e-01\n", + " -4.31761841e-01 3.77176578e-01 -3.54674110e-01 3.92015862e-02\n", + " 3.90901668e-02 -4.34015121e-01 -3.61443035e-01 2.95480131e-01\n", + " 8.67792103e-01 7.65608530e-03 -2.10842537e-01 3.10153031e-01\n", + " 8.41695231e-02 -3.52867467e-02 -1.17033270e-01 -2.84864103e-01\n", + " -8.39905581e-03 -4.96023060e-01 4.03911731e-01 1.84189557e-01\n", + " -1.17791430e-01 -4.03933113e-01 4.89518256e-01 -4.18786147e-02\n", + " -9.63352169e-02 -1.89674275e-01 -8.63762716e-02 1.46298666e-03\n", + " -4.96172711e-01 -2.99758459e-01 1.89834598e-01 -2.84497592e-01\n", + " 9.50337280e-02 5.73287086e-01 -1.63121542e-01 -7.52668505e-02\n", + " -4.90969413e-01 -6.40920060e-01 6.64644077e-02 2.12949684e-01\n", + " 4.99725203e-02 1.82451014e-01 2.34733076e-01 -3.56583483e-01\n", + " -2.00156504e-01 -2.63656093e-01 -4.14783150e-02 -4.96191107e-01\n", + " -4.83772708e-01 -1.22066712e-01 -4.43495838e-01 7.34220193e-01\n", + " -4.09558064e-02 3.16667687e-01 -2.97107224e-01 -7.85316819e-02\n", + " -1.40662695e-01 1.21122981e-01 -5.90178681e-01 -2.79139763e-01\n", + " -2.83478499e-01 -7.27695547e-02 -5.21306714e-01 9.13676659e-02\n", + " -4.06860417e-01 -2.67652055e-01 -2.28615151e-01 4.67276015e-02\n", + " -4.45212912e-02 1.82242042e-01 -6.18493734e-01 -4.48313390e-02\n", + " -2.18704088e-01 2.31500380e-03 -1.08733065e-01 4.52926219e-01\n", + " -2.17193424e-01 -3.43051925e-02 -5.13356297e-02 4.25744462e-01\n", + " -3.99524877e-02 6.95159351e-01 -2.32770177e-01 3.79701284e-01\n", + " 2.22015524e-01 2.00394878e-01 2.41757734e-01 -2.65484848e-01\n", + " 1.63876543e-02 -8.66705699e-02 -1.75714359e-01 6.56629313e-01\n", + " 4.34771930e-01 -3.41271150e-01 -2.66830229e-01 1.76786359e-01\n", + " 2.48002081e-01 1.60636823e-01 5.64026256e-01 1.97716259e-01\n", + " 4.64142753e-01 3.36218738e-01 -1.45938061e-01 4.91994326e-01\n", + " 2.27511013e-01 1.23759279e-01 -4.48935173e-02 -2.99675208e-01\n", + " -2.91706067e-01 -4.44613469e-01 2.51114270e-02 1.57951270e-01\n", + " 3.75558750e-01 1.82928523e-01 1.57133014e-01 -1.21178194e-01\n", + " 3.59239372e-02 -2.31672667e-02 -2.04207622e-01 -7.40422005e-02\n", + " 5.24913609e-03 -5.37906768e-01 -3.27363710e-01 -8.98224965e-01\n", + " 3.02952040e-01 -1.16798284e-01 -1.03177396e-02 -1.42784572e-01\n", + " -6.92254769e-01 -5.47699976e-01 -4.72452647e-01 -4.40355729e-01\n", + " 1.32421486e-01 1.00817691e-01 -5.27900321e-02 5.73742075e-02\n", + " -8.79962666e-02 -1.32536752e-01 3.43739545e-01 -2.75648476e-02\n", + " 2.09044393e-01 -2.47699942e-01 -8.10050530e-02 -2.55970649e-02\n", + " -3.68864331e-01 1.94434394e-01 5.93839248e-02 -4.22140265e-01\n", + " 2.37123058e-01 -4.54227340e-01 -2.86502512e-01 -1.13586649e-01\n", + " 1.18014708e-01 -2.49120934e-01 6.91573974e-02 -2.25297827e-01\n", + " -7.09571788e-02 -8.41168493e-02 -2.49359456e-01 2.20421663e-01\n", + " 2.64883686e-01 -2.62631360e-01 1.43137556e-01 3.63789467e-01\n", + " 1.27797548e-01 1.72883519e-02 9.08164216e-02 3.64852382e-01\n", + " -1.23174868e-01 1.07175290e-01 -3.80918856e-01 -1.28945987e-01\n", + " 8.41256907e-03 1.94819133e-01 3.90782039e-01 -2.41254578e-01\n", + " 1.79526707e-01 3.88753007e-01 -4.07969230e-02 -4.08896162e-01\n", + " 2.77396749e-01 5.94970912e-01 1.98344689e-01 -2.30430113e-01\n", + " -8.89518595e-02 1.45606510e-02 1.91559799e-01 1.40969016e-01\n", + " -2.85910863e-01 1.12872904e-01 -9.21036394e-02 -3.86479546e-01\n", + " 4.66902165e-01 -2.52142995e-01 1.44141631e-01 -5.46021804e-02\n", + " 3.41616378e-01 -9.06641843e-02 1.14768444e-01 -1.61067772e-01\n", + " 1.01474315e-01 -3.73915022e-01 -2.68479937e-01 -8.26603282e-01\n", + " 2.33199442e-01 -2.87589910e-01 -3.13371618e-01 -6.83607168e-01\n", + " 1.09520176e-01 -8.54746797e-02 -2.72516675e-02 -2.50036043e-01\n", + " 1.42760311e-01 2.62741150e-01 -4.86522783e-01 -1.85146608e-02\n", + " 8.89516201e-01 4.75609925e-02 4.14487534e-01 -3.17021689e-02\n", + " 1.15116080e-01 -1.41190291e-02 3.50724483e-02 -3.31794899e-02\n", + " -3.97517566e-02 5.26627119e-02 -1.85852459e-01 -4.74264392e-01\n", + " -5.29741727e-01 1.70506478e-01 -5.31501814e-01 -2.73722427e-01\n", + " -9.78813020e-02 -3.13645363e-01 3.05258727e-01 2.59032544e-01\n", + " -1.24372702e-01 2.24878544e-01 4.16683221e-01 3.05878242e-01\n", + " -9.60727131e-02 1.09139164e-01 4.37845619e-02 8.77650910e-02\n", + " -3.90737120e-01 -7.27995955e-02 3.83691241e-01 -2.63573582e-01\n", + " 4.15952800e-01 -1.30102247e-01 1.32816433e-01 7.07474665e-02\n", + " 8.21429855e-02 3.17300379e-01 -2.98969782e-01 -4.88152126e-01\n", + " 2.98905957e-02 1.10908130e-01 -9.47632790e-02 2.16854118e-01\n", + " 1.53694786e-01 -6.04724209e-01 2.72087882e-01 3.73702851e-01\n", + " 4.59893459e-01 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3.25030331e-01\n", + " 1.20909696e-02 1.42826314e-01 1.52559539e-01 1.30371300e-01\n", + " -6.27526732e-02 -2.42103594e-01 1.42776933e-02 -3.14706752e-01\n", + " -1.85184436e-01 1.97313303e-01 -2.48756099e-01 3.77964611e-01\n", + " -3.06280750e-01 3.93294418e-01 4.29388462e-02 -3.33444183e-02\n", + " -3.05187066e-01 1.89059100e-01 4.04892598e-02 5.45769179e-01\n", + " 1.74672724e-01 3.17097614e-03 1.67365296e-02 4.18368858e-01\n", + " -2.25813512e-01 4.27672525e-01 -5.07148051e-01 3.17828371e-02\n", + " -2.33426793e-01 2.90284166e-01 -2.42638186e-01 -6.64107512e-01\n", + " 1.87751983e-01 1.95437511e-01 3.71213761e-01 3.84316648e-02\n", + " 2.45334238e-01 -4.11173489e-02 2.97774945e-01 -9.01474130e-02\n", + " -8.08294424e-01 -4.84933512e-03 -3.63954962e-01 -6.32485882e-02\n", + " -1.66230691e-01 -1.42301685e-02 2.75751344e-01 -4.53530786e-01\n", + " 6.24390516e-02 -5.28229159e-01 -2.51068498e-02 2.62274096e-01\n", + " 3.99811222e-01 -3.84394051e-01 2.76183137e-01 -5.07579329e-02\n", + " -1.50714515e-01 8.60582529e-01 -2.13733108e-01 1.80442983e-01\n", + " 8.72330474e-01 -8.65311643e-01 8.72135929e-02 9.11366089e-02\n", + " 1.38683524e-01 2.33423560e-01 1.99388297e-01 -2.03310165e-01\n", + " 2.37349605e-01 -1.48856928e-01 5.03082029e-02 -1.93782012e-01\n", + " 4.35112113e-01 5.61441103e-01 4.15004693e-01 -4.42970537e-01\n", + " 6.34063241e-01 1.94711095e-01 -2.13983345e-01 -1.07184646e-01\n", + " 2.41361627e-01 2.00338138e-01 -3.16872263e-01 -4.20776705e-01\n", + " -1.92371968e-01 2.05241004e-01 8.00368041e-01 -2.89947934e-01\n", + " 8.65604808e-01 -7.13932210e-01 2.35122853e-01 -1.91627345e-01\n", + " 1.97953252e-01 -2.58243306e-01 -3.04762393e-01 9.65456533e-02\n", + " -2.39975753e-01 -1.73280559e-01 2.83607325e-01 -5.29713506e-01\n", + " -8.76089336e-01 3.45579605e-01 -3.43458783e-01 4.91645292e-01\n", + " 3.08489985e-01 -4.36868636e-01 -3.89275749e-01 -1.77380674e-01\n", + " -4.44464460e-01 -2.92974419e-01 -2.77967967e-01 -1.62812667e-01\n", + " 4.16714186e-02 1.07572101e-01 -3.47842983e-01 2.02277788e-01\n", + " -1.20283505e-01 -1.96280282e-01 -1.60643572e-01 -2.76731812e-01\n", + " 1.37530912e-01 1.84926702e-01 3.94763247e-01 -3.03942689e-01\n", + " 5.29650180e-01 1.55962141e-02 3.55996643e-01 2.55805912e-01\n", + " -2.29212193e-01 5.80911961e-01 2.81281160e-01 -4.99897648e-03\n", + " 1.77467714e-02 -6.73937651e-01 9.71555819e-02 2.94580225e-01\n", + " 3.98851359e-01 3.01055575e-01 4.26478972e-01 2.30613154e-01\n", + " -2.96073124e-01 -3.30592736e-01 -4.53871267e-01 2.10033632e-02\n", + " -5.39253893e-01 -4.35814328e-01 3.05213215e-01 -1.82808551e-01\n", + " 2.01982091e-01 -3.52917316e-01 -2.66812251e-01 1.70619544e-01\n", + " -7.74856207e-02 5.96316611e-02 3.08596809e-01 -2.82792244e-02\n", + " -1.12932130e-01 -1.23930876e-01 -5.90375122e-01 -7.05904447e-04\n", + " -2.21347080e-01 -4.94818723e-01 -2.09490138e-01 -1.68015138e-01\n", + " -1.00648676e-01 3.07244369e-01 -5.10881842e-01 -4.22798538e-02\n", + " -1.48375381e-01 -4.18262903e-02 -1.13376058e-02 8.20097754e-02\n", + " -1.26190982e-01 2.49763350e-01 3.32151539e-02 -4.36243077e-02\n", + " 1.90098241e-01 -5.61304771e-01 4.39586034e-01 -1.77834857e-01\n", + " 1.43926201e-01 -5.38574758e-01 9.96622141e-02 2.72412669e-01\n", + " 2.06973786e-01 2.96815414e-01 -1.89925293e-01 -2.49364635e-01\n", + " 3.95077230e-01 -6.79980785e-02 -6.02420531e-01 2.69588776e-01\n", + " 2.51546344e-01 -2.57938976e-01 -2.15764895e-01 -1.69950236e-01\n", + " 1.31386743e-01 -8.58587455e-03 -7.24043485e-01 1.26758351e-01\n", + " -1.74257706e-01 1.08987744e-01 -1.05131464e-01 1.70547973e-01\n", + " -2.97372335e-01 2.86052722e-02 5.74972549e-02 1.18096273e-03\n", + " -1.89673001e-01 4.13645686e-01 7.50074471e-01 1.86876578e-01\n", + " 8.88953331e-03 -5.80835755e-01 1.33397255e-01 -7.01470669e-01\n", + " 2.90281672e-01 5.81079115e-02 4.95492245e-01 -2.30227544e-01\n", + " -4.40855949e-01 3.24207883e-01 -1.13461742e-01 6.21489826e-02\n", + " -3.49380812e-01 -6.42823129e-01 -4.62074552e-03 -2.51712257e-01\n", + " -1.41516177e-02 -6.80556909e-01 -3.98102613e-01 -2.63198253e-01\n", + " 1.27027328e-01 2.38318603e-01 1.40192544e-01 -5.54556588e-02\n", + " 2.72453861e-01 6.42231513e-01 5.12767982e-01 3.26020424e-01\n", + " 3.06715497e-01 4.72642455e-02 -1.60128274e-01 5.57110277e-01\n", + " 2.24457193e-01 4.89565536e-01 -3.36492253e-01 6.77616156e-02\n", + " 3.99992523e-01 -2.34126366e-02 -3.28589105e-01 1.63019688e-01\n", + " -2.02422749e-01 1.98869481e-01 1.23725809e-01 -1.53740139e-01\n", + " -6.52328676e-02 5.98330677e-02 3.62998394e-01 -1.60064973e-01]\n", + "Found 342 total galaxies in catalog for cluster 23919\n", + "[ 0.03651466 -0.01096026 0.12396253 -0.67574603 0.07217746 -0.03137626\n", + " -0.0154225 -0.01571789 0.13618 -0.07570062 0.1468875 -0.00337805\n", + " -0.26416685 0.31341018 -0.32332261 -0.03682592 0.24881178 0.48193868\n", + " 0.55677087 -0.13673744 0.18162376 0.23516638 -0.15974848 0.50507131\n", + " -0.16842553 -0.36559228 0.35691667 -0.11737901 -0.03088783 0.36945849\n", + " -0.03296386 0.27045981 -0.17083122 0.57905337 -0.16811476 -0.24536759\n", + " 0.17563156 -0.51882429 0.54796535 0.36702951 -0.03305139 -0.29938306\n", + " 0.24666374 -0.26059049 -0.40194113 0.05363485 -0.42064794 0.25846292\n", + " 0.3158825 0.31503543 0.04285797 0.01715342 0.48224437 0.31247498\n", + " 0.23528162 0.19287401 0.22407797 -0.09521306 -0.26592796 0.0159345\n", + " 0.16482414 -0.12455205 -0.17363124 -0.12624995 0.00774572 -0.15011615\n", + " -0.25669981 0.33046589 0.04646972 -0.41321822 0.19846803 0.30457221\n", + " 0.26880455 -0.24443343 0.26462624 0.09802294 -0.27934742 -0.24813451\n", + " -0.1038089 -0.17407233 -0.1357572 -0.22279143 0.62151837 0.14040624\n", + " -0.39178739 -0.06974326 -0.21775526 -0.12145945 0.03929337 0.40115417\n", + " -0.20885793 0.36400086 0.06911724 0.24800738 0.63177148 0.24512457\n", + " 0.06923844 0.60299029 0.92168809 -0.05246236 -0.03793163 0.2327579\n", + " 0.57613398 -0.60338251 0.64228548 0.163319 -0.33302765 0.24699469\n", + " 0.57794745 0.0769984 -0.64854777 -0.11819762 0.0825584 -0.68989586\n", + " -0.39800672 -0.28688198 0.08959641 0.37496431 0.03267451 -0.03626854\n", + " 0.66895208 0.02084908 -0.13302464 0.08404406 -0.12209359 0.07580335\n", + " -0.54194646 -0.10537856 0.23207184 -0.33009405 0.16602371 -0.14528322\n", + " 0.08814695 0.02692141 -0.22717738 0.29312155 0.03169106 -0.37850925\n", + " -0.96972929 -0.69906135 -0.16757993 -1.16554568 -0.02768771 0.0984049\n", + " -0.008351 0.37936293 0.07285989 -0.33086749 0.10667991 0.28928865\n", + " 0.16435684 0.43675097 -0.02744864 0.30338843 0.23683424 0.1639101\n", + " -0.42172913 0.41916186 0.01059184 0.15262541 0.30200822 0.10761263\n", + " -0.01315018 0.42217096 -0.14628685 0.43709345 0.12743708 -0.12596542\n", + " 0.01148059 -0.25940291 -0.20549329 -0.65601167 0.0383893 -0.18863133\n", + " -0.16125279 0.15500542 -0.02493328 -0.03937855 -0.32354619 0.06244496\n", + " -0.7242212 0.28211052 0.01518493 0.02458992 0.0173808 -0.17213258\n", + " -0.65849899 -0.18007537 0.13222437 0.27584967 0.11122492 0.45639188\n", + " 0.09227934 0.01207415 -1.03386157 -0.12508781 -0.11559139 -0.30489727\n", + " -0.06070515 0.37662402 0.01200431 0.16377634 -0.22834648 -0.03555507\n", + " 0.07434661 0.35390775 0.39980551 0.53166748 -0.48854273 0.64344851\n", + " 0.30923244 -0.17724273 0.12208251 0.07305774 0.29605881 0.46759256\n", + " -0.19042925 0.15274539 -0.28146841 0.40313481 -0.26664505 0.18703075\n", + " -0.27093978 0.00206705 0.02464274 0.02622771 -0.75350409 0.14566271\n", + " -0.62761893 -0.16484988 0.45704265 -0.15625091 -0.31012937 0.01059889\n", + " -0.095052 -0.78735462 0.22261218 0.09176416 -0.00853241 -0.2824816\n", + " 0.22655706 0.22307276 -0.12556315 -0.32116172 0.12720971 -0.05862351\n", + " -0.07360443 -0.19161929 0.14454081 -0.14590513 -0.16936557 0.10942471\n", + " -0.16290826 0.14315601 0.28275523 0.46549752 -0.17435402 0.21776753\n", + " 0.11437224 -0.00270693 0.1284497 0.06974001 -0.23662094 0.4287342\n", + " -0.15800028 0.22056944 -0.06705657 -0.04460179 -0.13232011 0.31135155\n", + " -0.22967838 0.26119682 -0.17533461 -0.213255 0.51336482 0.16537795\n", + " -0.0076319 -0.05056839 -0.4992866 0.12211112 -0.15709384 0.34398197\n", + " 0.21522543 0.48967573 0.33638084 0.2532189 -0.37305236 -0.32609351\n", + " -0.69128545 -0.25375511 0.30780513 -0.29322295 0.21782793 0.04516952\n", + " 0.10087848 0.16876318 0.47917662 -0.52159836 -0.03191187 0.25361115\n", + " 0.37019499 0.20844455 -0.15902566 0.22067945 0.3116296 0.53172693\n", + " -0.18807856 -0.41394663 0.58188854 -0.08450069 -0.03070363 -0.21407295\n", + " 0.0486959 0.56070825 -0.55004416 0.01893399 -0.16948103 0.58437723\n", + " -0.05953231 -0.17798649 -0.2556028 -0.27393947 -0.20933228 0.2352751\n", + " 0.11086296 0.22643693 -0.54081692 0.16632677 0.19466141 -0.34681023\n", + " -0.04544485 -0.03882068 -0.1676313 0.3880703 -0.258135 0.08445718\n", + " 0.22554332 -0.23130677 0.2420669 -0.32067861 -0.05947053 -0.17588707]\n", + "Found 3197 total galaxies in catalog for cluster 16567\n", + "[-0.00449705 0.0651439 -0.37710386 ... 0.19403952 -0.06819804\n", + " -0.23963409]\n", + "Found 2110 total galaxies in catalog for cluster 41321\n", + "[-0.12854613 0.01516148 -0.13310956 ... -0.44806283 0.29884597\n", + " -0.10618633]\n", + "Found 368 total galaxies in catalog for cluster 52141\n", + "[ 1.76573584e-01 -2.11709354e-01 -4.39894207e-02 3.99955541e-01\n", + " 5.06073131e-01 -2.14312395e-01 1.88405183e-01 -6.75392550e-02\n", + " -5.42930168e-01 1.45877827e-01 -3.18527251e-01 -2.39124296e-01\n", + " -2.60443169e-02 -3.41942925e-01 6.75762328e-02 2.69208860e-02\n", + " 5.06164927e-01 4.22286302e-01 -4.47950607e-01 1.04814307e-01\n", + " 1.05671753e-01 -5.08023728e-01 -1.19670979e-01 -4.95713988e-01\n", + " -4.01079839e-01 2.72165692e-01 3.03695499e-01 3.04229787e-02\n", + " 7.83777238e-01 -1.68025288e-01 -4.45785829e-04 3.44253346e-01\n", + " 4.06504364e-01 5.58541331e-02 1.27670392e-01 -7.36346918e-02\n", + " 2.28174396e-01 1.36142626e-01 -6.70859943e-01 -3.95838471e-01\n", + " -3.55548755e-01 2.42555342e-01 -3.26156510e-01 3.19772616e-01\n", + " -1.71853424e-01 3.69741594e-01 4.48260320e-01 2.08966993e-01\n", + " 1.47276121e-01 -2.49765184e-02 2.81429573e-01 -5.04443253e-01\n", + " 3.22468786e-02 -1.20213714e-01 3.90996537e-02 -3.24868357e-01\n", + " -5.65610526e-01 -7.18614632e-02 1.60088601e-01 2.54974970e-01\n", + " 3.06238952e-01 2.46850353e-01 -4.05759401e-01 3.21466387e-01\n", + " -3.44532398e-01 -8.45532610e-01 7.52261888e-01 1.46993891e-01\n", + " 4.39272836e-01 3.83418215e-02 2.21435828e-01 8.43150265e-02\n", + " 3.56467827e-01 -3.68136933e-01 -7.03601685e-02 -5.25949364e-02\n", + " 4.60290106e-02 -3.07137468e-01 -5.91419841e-01 3.67746179e-01\n", + " 6.41436508e-01 2.69599338e-01 -4.20281201e-01 6.01530416e-01\n", + " -8.93230406e-02 -6.29284498e-01 -7.07203418e-02 -1.65197997e-02\n", + " 2.32431636e-01 -2.59173134e-01 -4.75228539e-01 4.10994596e-01\n", + " 4.54437776e-01 -4.84688226e-02 2.55751180e-01 2.97365063e-01\n", + " -3.21251547e-01 -1.49166815e-01 2.59918226e-01 2.66794776e-01\n", + " -7.53377817e-02 -1.77192423e-01 2.91327257e-01 -6.49560716e-02\n", + " -1.40637158e-01 1.51580103e-01 -1.11294362e-01 -4.79902598e-01\n", + " -5.32804466e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", + " 3.37617138e-01 2.10275109e-01 1.13373106e-01 -1.72347369e-01\n", + " -3.07277145e-01 -8.08659138e-03 -4.39120922e-02 -3.59081903e-01\n", + " 5.41263940e-01 -2.24767777e-01 -2.74104920e-01 3.15899278e-01\n", + " 1.68199478e-01 4.25376954e-01 -1.69133381e-01 1.26618447e-01\n", + " -4.12192081e-01 -5.15084398e-02 -2.74536077e-01 5.33813975e-01\n", + " 1.99366444e-01 2.27249070e-01 5.89844484e-05 3.69576867e-02\n", + " -2.80343072e-01 -1.92630740e-01 -3.60694621e-02 -9.15579191e-03\n", + " 2.03596589e-01 2.21979030e-01 -1.72218659e-01 -1.71294601e-01\n", + " 2.01169475e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", + " 2.44491648e-01 -6.15047486e-01 -2.22251264e-01 -2.75015978e-01\n", + " 4.24332834e-02 6.93559676e-02 -3.14343380e-01 -3.17186023e-01\n", + " 3.66805243e-01 4.35436847e-01 3.64999399e-01 5.21674957e-01\n", + " -1.09780796e-01 1.71711468e-01 -2.61131575e-01 -1.85419220e-01\n", + " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", + " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", + " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 4.07569854e-01\n", + " -6.81787137e-01 1.51448017e-01 1.92799165e-01 -5.36218516e-02\n", + " 1.51585816e-02 2.47051692e-01 1.57805245e-01 8.69978425e-01\n", + " 1.50474125e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", + " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", + " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", + " 2.85040776e-01 3.61266601e-01 2.66090586e-01 -3.63512642e-01\n", + " 5.53708965e-01 -2.58505495e-01 8.81540401e-02 4.12258734e-01\n", + " 3.14216105e-01 5.12472600e-01 1.30278866e-01 -3.49224746e-01\n", + " 2.50176959e-01 1.26971845e-01 -4.68310967e-01 8.30235627e-02\n", + " 2.55160227e-01 3.91974675e-01 6.60360475e-02 2.13747953e-01\n", + " -3.99561572e-01 -6.92255788e-01 -1.63728374e-01 -2.64852749e-01\n", + " 8.85174463e-02 1.45715178e-01 4.33591824e-01 -1.48419932e-01\n", + " -2.19191275e-01 3.43360432e-01 -1.49166803e-01 -1.92958706e-01\n", + " 6.01020545e-01 3.18672384e-01 1.14239570e-01 -6.82628325e-01\n", + " -2.01464524e-02 1.17934940e-01 5.20799015e-02 -5.63030219e-02\n", + " -4.18572846e-02 -1.19843045e-01 -1.32498725e-01 -5.16175287e-01\n", + " -2.08620502e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", + " -4.72948073e-02 -1.10361259e-02 1.43326133e-01 -1.22872076e-01\n", + " 2.81384844e-02 -6.17441379e-02 2.07384936e-02 -2.68485521e-01\n", + " -6.19279247e-01 -4.69556275e-01 4.86223519e-01 2.39302038e-01\n", + " -2.64225472e-01 3.83943560e-01 -2.32054052e-02 2.61769392e-01\n", + " 9.53702369e-02 1.15801699e-01 2.62527831e-01 5.33537373e-01\n", + " 3.86966321e-01 5.98052266e-01 -1.44101762e-01 -2.64781860e-01\n", + " -7.28654454e-02 1.45391825e-02 -4.03742133e-01 -2.84926016e-01\n", + " 5.93798655e-01 -3.87015998e-01 -6.48773592e-01 -1.79526154e-01\n", + " -5.57228790e-01 2.79462845e-01 -2.63385536e-01 8.29324204e-01\n", + " 2.37231522e-01 2.32178988e-01 5.93353305e-02 1.07422990e-01\n", + " -4.36701546e-01 4.13344377e-01 -1.58888932e-01 -3.59229758e-01\n", + " 1.92005679e-01 5.30034150e-01 1.84776971e-01 5.34225310e-01\n", + " -2.83676563e-01 9.46973462e-02 -1.88493048e-02 5.11022267e-02\n", + " -2.72804223e-01 -3.92417402e-01 2.97974353e-01 -2.38287635e-01\n", + " -4.40224282e-01 3.87510820e-01 -1.68653818e-02 4.49051852e-01\n", + " 3.09895989e-02 -5.60514154e-01 6.66893407e-02 3.60311484e-01\n", + " 5.01229527e-01 -1.73918874e-01 -3.12989690e-02 -4.43385814e-02\n", + " 3.86676960e-01 7.02721924e-02 2.15791283e-01 -1.29450525e-01\n", + " 2.84363258e-01 -1.72157576e-01 -4.75289657e-01 -3.99899556e-02\n", + " 2.85052401e-01 4.00064410e-01 2.64690433e-01 2.88702001e-01\n", + " 5.18483573e-01 2.31732992e-01 -1.12145639e-02 2.82768153e-01\n", + " -3.13070992e-01 -2.02829395e-02 -4.10482925e-01 -4.90912408e-01\n", + " 1.88549415e-01 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", + " 3.27943543e-01 4.72754813e-01 5.27695197e-01 3.45805666e-01\n", + " -3.39501383e-01 5.66649855e-01 -5.75334459e-02 -2.96172387e-02\n", + " 2.21192724e-01 -1.84772811e-01 5.22038995e-03 -2.29602658e-01\n", + " 6.60662368e-02 -2.03033035e-01 -3.73395307e-01 4.38873624e-01\n", + " -3.32695498e-01 1.77603802e-01 -1.93081677e-01 2.64282618e-01\n", + " 1.03604566e-01 -8.12307426e-02 -1.18179006e-01 -2.28505654e-01\n", + " -3.73452490e-01 4.22849655e-01 -5.04497049e-02 3.64099114e-01\n", + " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02]\n", + "Found 2288 total galaxies in catalog for cluster 52451\n", + "[-0.13209758 0.0736214 0.33589134 ... 0.25934962 0.09085065\n", + " 0.10740707]\n", + "Found 1273 total galaxies in catalog for cluster 51057\n", + "[-0.38221749 0.1280364 0.17863892 ... 0.13367647 0.25004617\n", + " -0.19426954]\n", + "Found 1986 total galaxies in catalog for cluster 14210\n", + "[ 0.24048008 -0.05902931 -0.09103139 ... -0.36407469 -0.20407521\n", + " 0.18379 ]\n", + "Found 2256 total galaxies in catalog for cluster 33410\n", + "[-0.01401261 -0.22932664 -0.05822006 ... 0.27072032 -0.12259029\n", + " 0.14518521]\n", + "Found 2978 total galaxies in catalog for cluster 78132\n", + "[-0.14598296 0.27784246 -0.46251806 ... -0.48841203 0.08179974\n", + " 0.18975939]\n" ] } ], @@ -406,11 +15948,9 @@ "mean_gamma = run_different_options(False, 'zmean', 'zmean', 'mean_gamma')\n", "mode_gamma = run_different_options(False, 'zmode', 'zmode', 'mode_gamma')\n", "pdf_gamma = run_different_options(False, 'pdf', 'pdf', 'pdf_gamma')\n", - "nz_gamma = run_different_options(False, 'nz', 'nz', 'nz_gamma')\n", "\n", - "nz_gamma_shape = run_different_options(False, 'nz', 'nz', 'nz_gamma_shape', True)\n", - "run_options = ['mean_ds', 'mode_ds', 'pdf_ds', 'pdf_ds_shape', 'nz_gamma', 'nz_gamma_shape', 'mean_gamma', 'mode_gamma', 'pdf_gamma']\n", - "all_runs_names = [mean_ds, mode_ds, pdf_ds,pdf_ds_shape, nz_gamma, nz_gamma_shape, mean_gamma, mode_gamma, pdf_gamma]" + "run_options = ['mean_ds', 'mode_ds', 'pdf_ds', 'pdf_ds_shape', 'mean_gamma', 'mode_gamma', 'pdf_gamma']\n", + "all_runs_names = [mean_ds, mode_ds, pdf_ds,pdf_ds_shape, mean_gamma, mode_gamma, pdf_gamma]" ] }, { @@ -429,7 +15969,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "d14189ad-0523-4603-8ae2-e5cf44f2da34", "metadata": { "tags": [] @@ -450,10 +15990,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "9279a694-03c0-4222-b297-aef4c44823c7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "my_cluster_shear_catalog_mean_ds.hdf5\n", + "my_cluster_shear_catalog_mode_ds.hdf5\n", + "my_cluster_shear_catalog_pdf_ds.hdf5\n", + "my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", + "my_cluster_shear_catalog_mean_gamma.hdf5\n", + "my_cluster_shear_catalog_mode_gamma.hdf5\n", + "my_cluster_shear_catalog_pdf_gamma.hdf5\n", + "[, , , , , , ]\n" + ] + } + ], "source": [ "combined_list = [run_combined_cluster_per_name(name) for name in all_runs_names]\n", "print(combined_list)" @@ -461,14 +16016,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "dae202ed-1843-42c6-93fa-b2d486cbd4fb", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "bg_cat_list = [ccc.get_background_shear_catalog(0) for ccc in combined_list]\n", - "all_runs_names = [mean_ds, mode_ds, pdf_ds, pdf_ds_shape, nz_gamma, mean_gamma, mode_gamma, pdf_gamma]\n", - "labels = ['zmean_ds', 'zmode_ds', 'zpdf_ds', 'pdf_ds_shape', 'nz_gamma', 'nz_gamma_shape', 'zmean_gamma', 'zmode_gamma', 'zpdf_gamma']\n", + "all_runs_names = [mean_ds, mode_ds, pdf_ds, pdf_ds_shape, mean_gamma, mode_gamma, pdf_gamma]\n", + "labels = ['zmean_ds', 'zmode_ds', 'zpdf_ds', 'pdf_ds_shape','zmean_gamma', 'zmode_gamma', 'zpdf_gamma']\n", "for i,bg_cat in enumerate(bg_cat_list):\n", " plt.scatter(bg_cat['distance_arcmin'] ,bg_cat['tangential_comp'], label = labels[i])\n", " plt.ylabel('Tangential Shear Component')\n", @@ -640,7 +16216,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Txpipe_clp", + "display_name": "Python (txpipe_clp)", "language": "python", "name": "txpipe_clp" }, diff --git a/txpipe/extensions/cluster_counts/make_ensemble_profile.py b/txpipe/extensions/cluster_counts/make_ensemble_profile.py index 0333ea8a1..2d5edaef4 100644 --- a/txpipe/extensions/cluster_counts/make_ensemble_profile.py +++ b/txpipe/extensions/cluster_counts/make_ensemble_profile.py @@ -142,10 +142,9 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemtble_id=0): # Instantiating a CLMM galaxy cluster object gc_object = clmm.GalaxyCluster(np.int(id_cl), ra_cl, dec_cl, z_cl, galcat) gc_object.richness = rich_cl - - - if (clmm.utils.convert_units(np.max(bg_cat["distance_arcmin"]), 'arcmin', 'Mpc', z_cl, self.clmm_cosmo)< self.distance_bins[-1]): - print ("!!! maximum radial distance of source smaller than distance_bins") + cat_max_distance = (clmm.utils.convert_units(np.max(bg_cat["distance_arcmin"]), "arcmin", "Mpc", z_cl, self.clmm_cosmo) if self.units == "mpc" else np.max(bg_cat["distance_arcmin"])) + if cat_max_distance < self.distance_bins[-1]: + print ("!!! maximum distance of source smaller than distance_bins") # Compute radial profile for the current cluster gc_object.make_radial_profile( From 64de747e4aa6f4191591238f716b0531d77dbae8 Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Fri, 26 Sep 2025 16:29:52 +0200 Subject: [PATCH 05/12] Cleaned Nz option and tested notebook --- .../tangential_shear_selection.ipynb | 18505 +++------------- .../cluster_counts/make_ensemble_profile.py | 37 +- .../cluster_counts/sources_select_compute.py | 3 - 3 files changed, 3423 insertions(+), 15122 deletions(-) diff --git a/notebooks/cluster_counts/tangential_shear_selection.ipynb b/notebooks/cluster_counts/tangential_shear_selection.ipynb index bb4d526f1..4c18f7d14 100644 --- a/notebooks/cluster_counts/tangential_shear_selection.ipynb +++ b/notebooks/cluster_counts/tangential_shear_selection.ipynb @@ -5,21 +5,15 @@ "id": "35818ae3-26f3-48cf-b910-a22cae198f23", "metadata": {}, "source": [ - "# TXPipe - CLMM Data Preparation\n", + "# TXPipe - Reduced Shear\n", "\n", - "This notebook runs and explores two pipelines that generate the weighted, calibrated, per-cluster background shear catalogs as inputs to CLMM. The instructions for running this on IN2P3 and on NERSC will differ.\n", + "This notebook illustrates the new option to compute **reduced shear** directly within TXPipe using CLMM. \n", + "Instead of producing excess surface density (ΔΣ), the pipeline here outputs background galaxy shapes in terms of reduced shear, providing an alternative lensing observable for cluster analyses. \n", "\n", - "On IN2P3 -- before starting you will need to:\n", - "- set up the TXPipe environment at CC-IN2p3 using the command \n", - "`source /pbs/throng/lsst/users/jzuntz/txpipe-environments/setup-txpipe`\n", - "- clone the TXPipe repository somewhere. Note, the recommendation is for big data files to live in the sps folder, but not code. You will want additional data (not tracked by git) to live in sps, and to softlink to the data directory in TXPipe. There are potentially big data files in the the data folder inside TXPipe, but these should ideally be put in the SPS space since you may generate large files.\n", - "- downloaded the two input catalogs: [1 square degree](https://portal.nersc.gov/cfs/lsst/txpipe/data/example.tar.gz) and [20 square degrees](https://portal.nersc.gov/cfs/lsst/txpipe/data/cosmodc2-20deg2.tar.gz) and unzipped them in your TXPipe clone directory.\n", - "\n", - "On NERSC -- make sure you work through the installation and data downloading instructions on the README:\n", - "- [Install TXPipe](https://github.com/LSSTDESC/TXPipe#installing)\n", - "- [Download](https://github.com/LSSTDESC/TXPipe#running) example data\n", - "\n", - "You should then be able to execute the cells below in the **1 deg$^2$ Sample** section with the TXPipe kernel in NERSC." + "We will walk through: \n", + "- Running the TXPipe stages needed to build per-cluster reduced shear catalogs \n", + "- Inspecting the structure of the outputs \n", + "- Demonstrating how these catalogs can be used as CLMM inputs\n" ] }, { @@ -79,7 +73,7 @@ "source": [ "# 1 deg$^2$ Sample\n", "\n", - "First we will do some runs on the 1 deg^2 example data set with around 80k galaxies. This is small enough that we can do it all in jupyter.\n", + "We will do some runs on the 1 deg^2 example data set with around 80k galaxies. This is small enough that we can do it all in jupyter.\n", "\n", "The data set, which is based on CosmoDC2, contains pre-computed photo-z and and contains a RedMapper cluster catalog for the field.\n", "\n", @@ -93,24 +87,12 @@ "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "my_txpipe_dir = \"/sps/lsst/users/ebarroso/TXPipe\"\n", "os.chdir(my_txpipe_dir)\n", "import importlib\n", - "import txpipe\n", - "importlib.reload(txpipe)" + "import txpipe\n" ] }, { @@ -130,7 +112,7 @@ }, "outputs": [], "source": [ - "os.makedirs(\"data/example/outputs_metadetect\", exist_ok=True)" + "os.makedirs(\".data/example/outputs_metadetect\", exist_ok=True)" ] }, { @@ -212,6 +194,14 @@ "step1.finalize()" ] }, + { + "cell_type": "markdown", + "id": "36dfecbc-057a-46b2-acfb-cd5bc3bd22c6", + "metadata": {}, + "source": [ + "## Inspecting the output of the first stages" + ] + }, { "cell_type": "code", "execution_count": 8, @@ -286,7 +276,7 @@ "\n", "## Cluster shear catalog indexing and weights\n", "\n", - "Our second step runs the matching to find the shear catalog behind every cluster.\n", + "Our second step runs the matching to find the shear catalog behind every cluster. Here we are already demonstrating that we can use several options, as for insteanse the reduced shear instead of delta sigma.\n", "\n", "This step saves a cluster shear catalog, which is actually just an index into the shear and cluster catalogs (to avoid making many copies of the data), with added weights from CLMM" ] @@ -316,17 +306,17 @@ " # Shear catalog, as before\n", " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", " # This is the initial cluster catalog - RAs, Decs, richess, redshift, etc.\n", - " cluster_catalog=\"./data/example/inputs/cluster_catalog.hdf5\",\n", + " cluster_catalog=\"data/example/inputs/cluster_catalog.hdf5\",\n", " # This fiducial cosmology is used to convert distance separations to redshifts\n", - " fiducial_cosmology=\"./data/fiducial_cosmology.yml\",\n", + " fiducial_cosmology=\"data/fiducial_cosmology.yml\",\n", " # The tomography catalog created in step 1 selects objects for the WL sample\n", " # and assigns them to tomographic bins. We don't need the tomography here, just the basic selection\n", " shear_tomography_catalog=\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", " # This is a QP file created by RAIL to generate the photo-zs for this sample\n", " source_photoz_pdfs=\"data/example/inputs/photoz_pdfs.hdf5\",\n", " # This is the output for this stage\n", - " cluster_shear_catalogs=f\"my_cluster_shear_catalog_{name}.hdf5\",\n", - " output_dir=\"/outputs_shear_catalogs/\",\n", + " cluster_shear_catalogs=f\"outputs_shear_catalogs/my_cluster_shear_catalog_{name}.hdf5\",\n", + " output_dir=\"outputs_shear_catalogs/\",\n", " #redshift_cut_criterion = 'nz',\n", " # Let's override one of the configuration parameters for this stage:\n", " max_radius=10.0,\n", @@ -337,7 +327,7 @@ " )\n", " step2.run()\n", " step2.finalize()\n", - " final_name = f\"my_cluster_shear_catalog_{name}.hdf5\"\n", + " final_name = f\"outputs_shear_catalogs/my_cluster_shear_catalog_{name}.hdf5\",\n", " return final_name\n", " " ] @@ -358,15585 +348,591 @@ "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "cluster_z and type 0.49929956 \n", - "cluster_z and type 0.64601874 \n", - "cluster_z and type 0.6410095 \n", - "cluster_z and type 0.6587467 \n", - "cluster_z and type 0.8156214 \n", - "cluster_z and type 0.6254669 \n", - "cluster_z and type 0.8727886 \n", - "cluster_z and type 0.5422798 \n", - "cluster_z and type 0.77666825 \n", - "cluster_z and type 0.33334264 \n", - "cluster_z and type 0.72671944 \n", - "cluster_z and type 0.46572214 \n", - "cluster_z and type 1.035111 \n", - "cluster_z and type 0.9868597 \n", - "cluster_z and type 0.48154548 \n", - "cluster_z and type 0.34901306 \n", - "cluster_z and type 0.660803 \n", - "cluster_z and type 0.5489526 \n", - "cluster_z and type 0.5732822 \n", - "cluster_z and type 0.48545152 \n", - "cluster_z and type 0.48073718 \n", - "cluster_z and type 0.5205169 \n", - "cluster_z and type 0.45513922 \n", - "cluster_z and type 0.37233016 \n", - "cluster_z and type 0.72563916 \n", - "cluster_z and type 0.25462273 \n", - "cluster_z and type 0.549555 \n", - "cluster_z and type 0.71684 \n", - "cluster_z and type 0.56993246 \n", - "cluster_z and type 0.6154449 \n", - "cluster_z and type 1.0356219 \n", - "cluster_z and type 1.0020661 \n", - "cluster_z and type 0.23431362 \n", - "cluster_z and type 0.5927657 \n", - "cluster_z and type 0.6087652 \n", - "cluster_z and type 0.6046681 \n", - "cluster_z and type 0.50011617 \n", - "cluster_z and type 0.593976 \n", - "cluster_z and type 0.8731144 \n", - "cluster_z and type 0.592247 \n", - "cluster_z and type 0.43162814 \n", - "cluster_z and type 0.51871866 \n", - "cluster_z and type 0.34493634 \n", - "cluster_z and type 0.43753046 \n", - "cluster_z and type 0.6061629 \n", - "cluster_z and type 0.71660864 \n", - "cluster_z and type 0.8984475 \n", - "cluster_z and type 0.86106193 \n", - "cluster_z and type 0.57198143 \n", - "cluster_z and type 0.48342547 \n", - "cluster_z and type 0.24044088 \n", - "cluster_z and type 0.6384199 \n", - "cluster_z and type 0.45206454 \n", - "cluster_z and type 0.7653682 \n", - "cluster_z and type 0.4100084 \n", - "cluster_z and type 0.9812018 \n", - "cluster_z and type 0.99775815 \n", - "cluster_z and type 0.8671669 \n", - "cluster_z and type 1.0477397 \n", - "cluster_z and type 0.49412334 \n", - "cluster_z and type 0.596166 \n", - "cluster_z and type 0.9101417 \n", - "cluster_z and type 0.5932099 \n", - "cluster_z and type 0.7193937 \n", - "cluster_z and type 0.653051 \n", - "cluster_z and type 0.53016365 \n", - "cluster_z and type 0.46268275 \n", - "cluster_z and type 0.84439105 \n", - "cluster_z and type 1.1292421 \n", - "cluster_z and type 0.28674597 \n", - "cluster_z and type 0.7892001 \n", - "cluster_z and type 0.5305519 \n", - "cluster_z and type 0.62169576 \n", - "cluster_z and type 0.61630654 \n", - "cluster_z and type 1.0183831 \n", "Process 0 done reading\n", "Overall pair count = 221371\n", "Collecting data for cluster 0\n", "Found 3035 total galaxies in catalog for cluster 11\n", - "[ 8.57795374e+14 3.71745337e+14 1.32789098e+15 ... -4.65330606e+14\n", - " -1.25828866e+14 -4.40769673e+12]\n", "Found 2765 total galaxies in catalog for cluster 827\n", - "[ 8.56142370e+14 -9.42738317e+14 1.32092850e+15 ... -6.99887821e+13\n", - " -3.98482756e+14 3.04006288e+14]\n", "Found 2730 total galaxies in catalog for cluster 1985\n", - "[ 2.71510908e+14 -7.21286932e+14 -8.49625088e+13 ... 2.12518402e+14\n", - " -2.80574567e+14 -2.34073629e+14]\n", "Found 2652 total galaxies in catalog for cluster 1632\n", - "[ 8.86305060e+14 -8.19634621e+14 7.89625557e+14 ... -2.88405112e+14\n", - " -4.13829396e+14 6.79810427e+14]\n", "Found 1137 total galaxies in catalog for cluster 2453\n", - "[ 5.37435763e+14 -2.44775345e+15 -1.39518706e+15 ... 7.29421042e+14\n", - " 1.63199697e+14 3.56325347e+14]\n", "Found 4221 total galaxies in catalog for cluster 2678\n", - "[ 3.18819907e+14 -2.32654018e+14 -1.09162785e+14 ... 9.12337650e+13\n", - " 3.34915536e+14 6.85344506e+14]\n", "Found 1446 total galaxies in catalog for cluster 4643\n", - "[ 2.68890280e+14 1.20340153e+15 -1.05566579e+15 ... -3.51935815e+14\n", - " 1.10045020e+15 -9.99545056e+13]\n", "Found 677 total galaxies in catalog for cluster 5084\n", - "[-1.03462467e+14 3.86242918e+15 -1.13484013e+15 4.83917451e+14\n", - " 3.46839483e+14 -2.12718738e+15 3.76630282e+14 5.71389075e+14\n", - " 3.20434717e+15 2.39438040e+15 -1.25346653e+15 -1.24333145e+15\n", - " -4.13274078e+15 2.54644526e+15 4.35648498e+14 5.68351082e+15\n", - " -3.99462689e+14 2.30066479e+15 1.17437740e+15 -1.33680000e+15\n", - " -3.30897160e+15 -1.19174401e+15 1.24148868e+15 2.36361082e+15\n", - " -1.57086411e+15 2.59396453e+14 2.47329222e+15 -2.45665453e+15\n", - " -6.22931216e+14 2.27034876e+14 1.81477469e+15 1.91713358e+14\n", - " 3.43342526e+14 5.13742183e+15 -2.02724149e+15 1.07494745e+15\n", - " -1.49762918e+15 2.49155448e+15 -6.83865421e+14 -2.24962712e+15\n", - " 1.74604453e+14 1.29339932e+15 -2.36924063e+15 3.83765125e+15\n", - " 1.46037021e+15 -1.36787140e+15 -5.06117698e+13 -1.88476206e+14\n", - " -1.88283772e+15 3.95011413e+15 4.09063461e+14 3.45312704e+15\n", - " -1.89103538e+15 -6.22075325e+15 -1.01029833e+14 4.45306490e+14\n", - " 3.23567496e+15 3.01938008e+15 -6.24345565e+14 7.07112246e+15\n", - " -2.66677987e+15 2.80130296e+15 2.54046769e+15 -2.41594220e+15\n", - " -2.74688097e+14 7.94165658e+14 3.40426477e+15 -1.29231587e+15\n", - " 8.72896588e+14 3.73590739e+15 -7.31718003e+14 -3.72212668e+13\n", - " 4.93048305e+15 5.21880830e+15 1.41763449e+15 5.48392381e+15\n", - " -3.39818222e+15 -1.94167708e+15 -5.31035788e+14 2.22585510e+15\n", - " 3.84084256e+13 2.84567900e+15 1.30991784e+13 -1.72227481e+15\n", - " -3.58427370e+14 -1.09809623e+15 -2.19418168e+14 -4.53899970e+15\n", - " -4.33683320e+15 -3.88871941e+15 -2.12073990e+14 -1.06340034e+15\n", - " -4.63894429e+15 -8.50033681e+14 3.52741569e+15 -1.19226696e+15\n", - " 9.80077120e+14 4.59198753e+15 -6.59163159e+14 2.03943206e+15\n", - " 1.58945683e+14 -8.64973434e+14 -1.21848917e+14 2.59340906e+15\n", - " -2.81608597e+15 3.02364305e+15 1.58589382e+15 -6.59382467e+14\n", - " 2.33953231e+14 -1.23736709e+15 -4.00352858e+15 -3.09904049e+14\n", - " -2.87814306e+15 -9.91388354e+13 3.99579667e+15 4.28657331e+15\n", - " 1.53172377e+15 9.71456962e+14 2.03359039e+15 -1.51829913e+15\n", - " -6.88125750e+15 -1.73372811e+15 1.81177387e+15 -1.76367999e+15\n", - " -3.13839135e+15 -1.20760047e+15 -3.01650968e+15 6.50944725e+14\n", - " 3.06504120e+14 -1.00464984e+15 -1.20942535e+15 -1.87077004e+15\n", - " -5.14114703e+14 2.19754053e+15 1.91293398e+15 1.12181086e+15\n", - " -1.14424853e+15 7.45046015e+15 -5.78956371e+14 -2.62653637e+15\n", - " -4.27027108e+15 -2.40183463e+15 1.25242922e+15 -1.16232818e+15\n", - " -1.80367379e+15 -7.24843402e+14 6.02643293e+14 -1.09640461e+14\n", - " 1.31908155e+15 1.66905169e+15 -1.67122868e+15 -2.08151214e+15\n", - " -1.76651380e+15 4.03316686e+15 2.42478476e+14 -2.62722483e+15\n", - " 2.74389633e+14 4.83061015e+15 -2.42068201e+13 -2.10447059e+15\n", - " -5.17301439e+15 4.32930361e+14 6.84225005e+14 -5.96152308e+14\n", - " 3.94616555e+14 -2.04062285e+15 2.86448067e+14 5.93788196e+14\n", - " 7.07963448e+13 -7.20003986e+14 4.88839283e+15 1.48476770e+15\n", - " 5.98437907e+14 5.70616647e+14 -8.11737487e+14 1.12159208e+15\n", - " 2.95775751e+15 -8.59938505e+14 8.22307748e+14 -6.33996241e+14\n", - " -2.19160674e+15 7.16330449e+15 2.35565401e+15 -2.07493065e+14\n", - " 5.98504828e+15 2.50111939e+15 1.96630149e+15 -4.37655403e+14\n", - " -7.18301640e+14 9.92550423e+14 -1.47889773e+15 -1.33492991e+15\n", - " -5.69308418e+15 -3.56267895e+15 -2.18391701e+15 6.65184436e+14\n", - " 6.64389198e+14 5.18175617e+13 -1.74681910e+15 1.61908915e+14\n", - " -3.41507994e+14 -4.16469427e+14 2.13989244e+15 4.00881565e+15\n", - " 1.93441264e+15 -2.54590486e+15 4.77297941e+14 7.34078225e+12\n", - " -1.28407443e+14 5.93815814e+15 -5.98423547e+15 -4.74391124e+14\n", - " -6.79413242e+15 1.45438058e+15 1.41077056e+15 2.84844698e+15\n", - " 2.37470996e+15 7.37878361e+14 -6.28794068e+14 7.40889950e+15\n", - " -1.21470935e+15 -6.01283604e+14 -5.50344013e+14 -6.79695138e+14\n", - " 7.41874973e+14 -6.54560387e+14 1.03326848e+15 -8.27374632e+15\n", - " -1.68351500e+15 -1.78248997e+15 6.83235730e+15 -2.68986429e+15\n", - " -1.64252344e+15 -2.11130212e+15 -9.14156859e+14 1.02240468e+15\n", - " -1.58485903e+15 3.38145056e+15 4.27956797e+14 -1.23635453e+15\n", - " 8.47857240e+14 5.21538169e+15 -4.32733831e+15 2.55562843e+15\n", - " 5.96377628e+14 2.97990745e+15 -2.77664799e+15 -1.61807972e+15\n", - " 2.81466277e+15 7.98510116e+14 -8.20037314e+14 2.13709632e+15\n", - " -3.58251833e+14 -4.69637764e+15 -8.26597063e+14 -3.26443777e+15\n", - " -3.15618513e+15 4.27537039e+13 -1.92705112e+14 -2.54876495e+14\n", - " -4.05740135e+15 -3.66986841e+15 7.80723399e+14 -5.55463483e+14\n", - " 2.87713779e+15 -4.31356533e+15 9.18334181e+13 2.00201875e+15\n", - " -1.91638941e+15 -6.68252660e+14 2.63706482e+14 -1.95651104e+15\n", - " 2.50637044e+15 -5.10940516e+13 -9.31030565e+14 6.51997584e+15\n", - " -2.41387235e+15 1.00906694e+15 -4.60621132e+14 -3.28304793e+14\n", - " 1.34603087e+15 8.92971400e+14 4.19494842e+15 -9.20914601e+14\n", - " -1.88595179e+15 -4.05016624e+14 -2.53678476e+15 -5.30146852e+15\n", - " -1.37593933e+15 -2.59593968e+13 1.77196494e+14 -3.56485645e+15\n", - " 8.05286651e+15 2.36052107e+15 3.50073270e+15 -5.84937041e+15\n", - " -8.01096742e+14 9.39104132e+14 -1.50170025e+15 2.81271349e+15\n", - " -1.73995321e+15 2.22255150e+15 1.46509422e+15 2.91416599e+15\n", - " 1.17674885e+14 5.16908406e+15 7.28291784e+14 4.49851961e+14\n", - " 1.82271758e+15 -6.60849533e+15 7.62938301e+14 -3.26558340e+15\n", - " -4.76972490e+14 -2.10899528e+15 -3.54024365e+15 -2.31707859e+15\n", - " -8.22803088e+14 -3.01913744e+15 3.02544314e+15 -2.86327002e+15\n", - " 1.88115958e+15 -2.36089903e+15 7.30855691e+14 3.95212503e+14\n", - " 1.68301213e+15 -3.91758695e+14 1.67533434e+15 7.10382408e+14\n", - " 7.71142204e+14 -1.10013430e+15 1.22452909e+15 -1.55162594e+15\n", - " -3.66641500e+15 1.85756958e+15 3.95071992e+15 -3.02890013e+15\n", - " -1.63042398e+14 -1.52051356e+15 1.82540023e+15 -2.45438420e+14\n", - " -1.18395000e+15 -1.17332282e+15 -1.22354871e+15 3.72951387e+15\n", - " 2.12861048e+15 -1.09399409e+15 2.15415725e+14 5.33181775e+14\n", - " -2.63057691e+15 -4.51477003e+15 1.84452661e+15 1.36719672e+15\n", - " -6.25072529e+15 -1.97831916e+14 -1.78166138e+14 4.85084507e+14\n", - " 1.65529538e+15 -1.73582318e+15 1.03261386e+15 1.89058113e+15\n", - " 3.06559323e+15 2.83716045e+15 -3.68658589e+14 -3.60017109e+15\n", - " 3.02208239e+15 3.87996449e+14 -4.98068734e+14 -9.87368401e+14\n", - " 7.40666932e+15 -2.80712556e+15 -2.31209306e+15 -2.26817203e+15\n", - " -1.55846433e+15 1.93598273e+14 -6.01473208e+14 -4.18906867e+15\n", - " -3.11356756e+15 7.44912841e+15 -2.31529669e+14 -4.97060688e+14\n", - " 1.23003681e+15 -1.69489308e+15 -6.87056466e+14 -1.81039067e+15\n", - " -2.21388568e+15 8.69882740e+14 -9.48089252e+14 6.03420305e+14\n", - " 7.99371755e+14 8.77228676e+14 3.85521611e+15 1.19838712e+14\n", - " -3.70124512e+15 -3.87484921e+15 -1.38499528e+14 4.46821951e+14\n", - " 6.05095411e+15 1.52683713e+15 -1.31115702e+14 1.56230210e+15\n", - " 3.30738785e+15 2.24664659e+15 -4.73652807e+14 3.57227225e+14\n", - " -1.64069313e+15 -1.31163300e+15 2.66596625e+15 8.91257056e+14\n", - " 2.54720881e+15 -4.30367628e+15 5.85472523e+14 -4.67910798e+15\n", - " -3.16584284e+15 -4.82206281e+15 1.78997361e+15 -9.06701611e+14\n", - " 4.47634132e+14 -3.28794449e+14 -1.78233715e+14 -1.08099387e+15\n", - " -9.59265767e+14 1.38414706e+15 -9.69610203e+14 -1.64237608e+15\n", - " -3.94027499e+15 2.14773080e+14 -4.05403057e+14 1.46719854e+15\n", - " 9.68228655e+14 1.18633471e+15 4.77473751e+14 7.78759526e+14\n", - " 2.39526217e+15 7.00199199e+14 2.13407986e+15 -2.08346233e+14\n", - " -1.97361809e+15 -1.64267761e+15 2.97242077e+13 3.13696517e+14\n", - " -3.87399717e+14 2.40883059e+15 1.03279441e+15 -3.39061919e+14\n", - " -2.34073538e+14 1.44588090e+14 -1.30273163e+14 2.86316253e+14\n", - " 2.82888405e+15 2.55774074e+15 -8.38490232e+15 6.25868020e+14\n", - " 8.45148278e+13 -5.18618078e+14 5.39438407e+15 7.69774868e+15\n", - " -2.58407477e+14 -1.12186258e+15 3.35814176e+14 1.52350098e+15\n", - " 1.03621294e+15 -6.67463363e+14 -4.44755130e+14 1.68960151e+14\n", - " -8.03322199e+14 5.29222058e+14 -1.84262529e+14 2.94847500e+15\n", - " 1.57452308e+15 1.44995227e+15 1.52826360e+15 -1.73068608e+15\n", - " -9.11951481e+14 -3.98597357e+15 -8.97289770e+14 -4.64234244e+14\n", - " -1.53745179e+15 5.46588764e+14 2.12078780e+15 1.61521607e+15\n", - " 2.21792035e+15 2.08132310e+15 6.46199528e+14 2.75385906e+15\n", - " -2.56672081e+15 7.78891186e+14 -1.88460056e+15 3.24672998e+14\n", - " 1.00255262e+15 7.03109088e+14 -6.92226446e+14 6.68817836e+14\n", - " -1.04972539e+15 -4.68976882e+14 1.51727242e+14 1.21382721e+15\n", - " -9.35479736e+14 -1.32806803e+14 -6.89123251e+13 1.65210192e+14\n", - " 8.60815603e+14 -1.06850678e+15 1.98192628e+15 -2.34686653e+15\n", - " 1.15908062e+15 5.64793181e+15 6.76999294e+14 -1.16884738e+15\n", - " -2.17865489e+15 1.76007584e+15 -1.48175275e+15 -2.13528765e+14\n", - " -2.57285663e+14 -9.11269990e+14 9.11579612e+14 -1.08389416e+15\n", - " -1.01382263e+15 -1.23671933e+15 7.11652628e+14 -3.33264691e+15\n", - " -1.28525867e+15 8.50271501e+14 3.05409694e+14 1.91045588e+15\n", - " 2.19238651e+15 -1.81231388e+15 -2.03879053e+15 -5.76363002e+14\n", - " 2.80723836e+14 -2.33849525e+15 -1.77754083e+15 4.13310896e+14\n", - " -1.30336163e+15 -6.12287807e+14 -1.35029266e+15 1.97770324e+15\n", - " -2.90668997e+14 -1.82255956e+15 6.98836906e+14 7.13452820e+14\n", - " 1.85638946e+15 -1.54520510e+15 4.07795648e+14 -1.74005959e+15\n", - " -9.58061997e+14 4.38039891e+14 -2.97246297e+14 -2.12340300e+14\n", - " 8.12348076e+14 -8.66095302e+14 -1.38449528e+15 5.02351563e+15\n", - " 4.96212282e+14 -1.50633966e+15 -5.25742844e+14 8.25998701e+14\n", - " 2.39688479e+15 -1.89302625e+15 1.85010554e+15 3.22001047e+15\n", - " -3.92970003e+14 1.15796741e+15 1.80066114e+15 8.54136756e+14\n", - " 9.77218992e+14 7.73446913e+14 -9.45325534e+14 -1.10176534e+15\n", - " 6.14208868e+14 -2.29397382e+15 -5.11416733e+15 -1.52643412e+15\n", - " 1.83951267e+15 -1.05430616e+15 -9.51920383e+14 2.84770395e+14\n", - " -3.03636158e+15 1.42952273e+15 1.72391555e+15 9.15324815e+14\n", - " -1.72362681e+15 5.67689428e+14 1.88753400e+15 2.66208814e+14\n", - " -9.97537277e+14 8.83817851e+14 6.24363045e+14 -2.02302026e+15\n", - " -3.02512745e+14 -8.38675541e+14 -1.04861970e+15 2.83515324e+14\n", - " 5.22725815e+15 3.85822145e+15 8.48691849e+13 -1.19674561e+15\n", - " 3.12949104e+15 1.53651484e+15 -2.47319168e+15 1.05030499e+14\n", - " 5.56888257e+14 1.24174877e+15 -3.44206673e+14 -5.60912880e+14\n", - " 1.40613132e+15 2.46477300e+13 3.61981161e+14 -1.50671267e+15\n", - " -3.27801548e+15 2.49087249e+15 -1.57490428e+15 9.63510396e+14\n", - " 4.89965233e+14 5.90052691e+14 6.84505044e+14 -9.35662160e+14\n", - " -1.11371608e+15 2.04429594e+15 3.63696776e+15 -2.04927635e+15\n", - " -3.07266744e+15 1.57689369e+15 -9.75362621e+14 9.35949781e+14\n", - " -2.35596802e+14 1.55174597e+15 1.12810137e+15 -7.88024990e+14\n", - " -6.72412665e+14 2.74047877e+14 -8.32440537e+14 9.78123481e+14\n", - " -1.17678908e+14 -3.94044865e+14 3.32283185e+14 1.95495862e+15\n", - " -7.90249284e+14 -5.21666119e+14 -6.90579866e+14 -1.05794864e+14\n", - " 1.86541392e+15 -3.29705998e+13 -3.06461271e+14 -6.23003172e+14\n", - " -4.40756543e+14 2.30998487e+14 1.68639199e+15 -5.20775107e+14\n", - " -5.82833758e+13 6.68958601e+14 -2.77634908e+15 1.57174105e+15\n", - " -1.13673912e+15 2.11867960e+15 -1.25017948e+15 3.14079033e+14\n", - " -1.98091395e+15 -5.71269775e+14 -9.95765806e+14 -7.09169240e+14\n", - " 1.48552513e+15 -6.85124127e+14 6.41672328e+14 -4.66821094e+14\n", - " 5.52295524e+12 1.29192901e+15 1.33678499e+15 -9.15755457e+14\n", - " -3.15805070e+14 1.63866706e+14 -1.64088952e+14 9.71116324e+14\n", - " -2.89484151e+14 -1.32849857e+15 -1.44660457e+15 1.03981661e+15\n", - " 1.16686230e+15]\n", "Found 2384 total galaxies in catalog for cluster 4434\n", - "[ 7.92292580e+14 9.97523022e+14 -1.98444869e+14 ... 1.73661258e+13\n", - " 5.05779998e+14 -6.98695198e+14]\n", "Found 2343 total galaxies in catalog for cluster 3939\n", - "[ 1.96179895e+15 -9.96102755e+14 1.79249239e+15 ... -6.30138022e+13\n", - " 2.78104560e+13 -3.69392369e+14]\n", "Found 4589 total galaxies in catalog for cluster 6139\n", - "[-1.12947630e+15 4.54050021e+13 -4.74225208e+14 ... 5.60622681e+14\n", - " 1.45486747e+14 4.33860915e+14]\n", "Found 1880 total galaxies in catalog for cluster 4709\n", - "[-9.92291435e+13 1.14392134e+14 9.39435151e+14 ... -1.38549880e+14\n", - " -6.18281088e+14 -6.56636351e+14]\n", "Found 4123 total galaxies in catalog for cluster 7121\n", - "[ 8.11839062e+14 -6.25340750e+14 7.11074827e+14 ... -2.45365083e+14\n", - " -3.96867353e+14 5.96119425e+14]\n", "Found 3492 total galaxies in catalog for cluster 8547\n", - "[ 7.23489550e+14 1.64220865e+15 -6.86511280e+14 ... -1.72713824e+14\n", - " -2.90455291e+14 4.78255183e+14]\n", "Found 1273 total galaxies in catalog for cluster 8685\n", - "[ 7.36732275e+14 -9.50039475e+15 3.88458340e+14 ... 1.19257677e+15\n", - " -7.09553461e+14 9.97366385e+14]\n", "Found 965 total galaxies in catalog for cluster 8995\n", - "[ 1.31121574e+15 2.10959052e+15 4.01162619e+14 -2.49452528e+15\n", - " -7.65314895e+14 4.37626885e+14 -2.21429582e+15 -6.06648290e+14\n", - " -7.79774032e+14 1.94393811e+15 -9.94495477e+14 -1.41155743e+15\n", - " 9.77075249e+14 -3.44922757e+15 -6.87991374e+14 -1.38939817e+15\n", - " -9.46796307e+14 -1.79574058e+15 1.45373094e+15 -1.35290973e+15\n", - " -2.17835499e+14 -2.41503265e+14 -6.78279015e+14 1.80959760e+15\n", - " -9.68898076e+14 3.12929106e+15 -7.13692210e+15 -1.31109055e+15\n", - " -5.61579275e+13 -9.92218028e+14 1.50486545e+15 2.59021871e+13\n", - " -2.18660376e+15 4.81746339e+14 7.08278934e+14 2.50605898e+14\n", - " -2.26738784e+15 1.36680165e+15 9.85745675e+14 -4.73514131e+14\n", - " 2.03730467e+15 1.80014462e+15 -2.17535316e+15 8.95663559e+14\n", - " 4.33585273e+14 -8.68483186e+14 4.15627926e+14 -2.32536278e+14\n", - " 1.94152741e+15 1.48316316e+15 1.29435778e+15 1.48040437e+15\n", - " -6.57179733e+14 -1.46661409e+15 -1.57310260e+14 1.25685563e+15\n", - " -1.12590281e+15 -8.12950280e+14 4.30570791e+14 -1.13777245e+15\n", - " 2.00823120e+15 1.17128728e+15 1.69082074e+15 9.83164566e+14\n", - " 2.35037269e+15 2.57439806e+15 3.32893450e+15 -4.73799636e+14\n", - " -4.18015839e+13 2.24845191e+15 1.46927380e+15 9.01360372e+14\n", - " 3.35019024e+15 5.86152666e+15 1.22901412e+15 -1.39070308e+15\n", - " -2.34891195e+15 -8.69064831e+14 1.87954949e+15 2.18957406e+15\n", - " -1.57202185e+15 -1.51970931e+15 8.82447403e+14 -1.49646311e+15\n", - " -1.84634986e+15 1.14874460e+15 -1.01683626e+14 -8.54637248e+14\n", - " -1.45761151e+15 4.13502907e+14 -1.19366626e+14 7.56113437e+14\n", - " -2.62124561e+15 -3.28843424e+14 -1.29732351e+15 -1.06872233e+15\n", - " -1.13437897e+15 1.20789252e+15 -1.18936441e+14 1.13380082e+15\n", - " -1.95669754e+12 8.87214990e+14 -4.97701401e+14 1.83924358e+15\n", - " -6.63863186e+14 1.45531921e+15 2.43924923e+14 -1.72361433e+15\n", - " 1.40489164e+15 -9.47718419e+14 2.94170975e+14 -3.25848244e+14\n", - " 3.10261092e+15 -2.80089722e+15 5.38512029e+14 7.81318787e+13\n", - " -8.77909016e+14 8.07354562e+14 9.77226756e+14 -2.85170161e+15\n", - " -3.17184338e+15 2.94257387e+14 1.65023305e+15 3.91074204e+15\n", - " -1.90108750e+15 2.24602161e+14 -1.16351787e+15 -3.69062783e+14\n", - " 3.66885960e+15 2.18632463e+15 -4.45911833e+15 7.88283874e+14\n", - " 2.22247511e+15 9.19078823e+14 -2.89222422e+14 -1.03229109e+15\n", - " 2.41427947e+15 -1.43393836e+15 3.72306494e+15 3.04350434e+15\n", - " 1.37876747e+14 -1.61428466e+15 2.66181445e+15 1.13635408e+15\n", - " -4.66833770e+14 -2.61973097e+14 1.10270781e+15 -1.98579565e+15\n", - " -4.45462843e+15 -1.16592308e+16 2.81894023e+15 9.84526175e+14\n", - " 2.21963834e+15 5.05231037e+14 5.15326740e+14 2.33345313e+14\n", - " -6.32444085e+14 -7.95410343e+14 4.24486064e+15 1.00812210e+15\n", - " -3.65727467e+15 6.05112346e+15 4.80926366e+15 2.38367209e+15\n", - " -1.89364154e+14 1.42066311e+15 -8.56057077e+14 -2.21210871e+15\n", - " 6.56132319e+15 -3.41569055e+15 -1.19361858e+15 -2.29007501e+15\n", - " -5.33674683e+14 -2.63954843e+15 -1.68285868e+15 -8.50340028e+13\n", - " 3.36785457e+15 1.93069987e+15 -2.78565085e+14 -1.02362851e+15\n", - " 1.64072080e+15 -2.42637062e+15 3.65613457e+15 -3.72982076e+14\n", - " 2.39872499e+14 1.43815092e+15 -1.29882978e+15 -9.52117925e+13\n", - " 1.82686703e+14 1.14098504e+15 1.24242044e+15 3.41060526e+14\n", - " 1.27228366e+15 -5.03286785e+13 -4.82475832e+15 1.26539818e+14\n", - " -2.04214892e+15 8.32608254e+14 -1.66056507e+14 1.94212499e+15\n", - " 1.75615524e+15 -1.52441855e+14 -4.01969020e+14 -6.18439562e+13\n", - " -1.69183761e+15 -7.01433218e+13 3.00117745e+15 -1.30561368e+15\n", - " -2.56292715e+14 -4.63881107e+14 -5.70340507e+15 -4.97260044e+14\n", - " 8.90413659e+13 -1.34151373e+15 -3.02215332e+15 -2.54506623e+15\n", - " -2.63536320e+15 -1.74584101e+14 -2.20211164e+15 -7.25101480e+15\n", - " 1.08064324e+15 -2.24464003e+15 -2.72952845e+15 1.03201720e+14\n", - " 1.47447734e+15 -2.60724662e+15 1.72650612e+14 3.32590676e+15\n", - " -3.77711284e+15 9.07330181e+14 2.83439411e+15 -2.08648897e+15\n", - " 2.85764437e+15 2.47397068e+15 -1.27387647e+15 9.77188827e+14\n", - " -4.75159014e+15 2.04197576e+15 -1.24010784e+15 -1.55190915e+15\n", - " 1.31483559e+14 -2.40291356e+14 7.10593127e+14 -5.42265928e+14\n", - " -8.66242514e+14 -1.67980842e+15 -9.98492746e+14 6.05512501e+14\n", - " 1.91748861e+15 1.02183789e+15 1.23124531e+15 1.67312767e+15\n", - " 1.25406664e+15 -3.44477990e+14 8.03375456e+13 -6.46950441e+15\n", - " -2.33529725e+15 1.59363867e+15 -2.20959517e+15 2.15733309e+13\n", - " 1.04700634e+14 2.86699423e+15 3.69684124e+15 1.05284311e+15\n", - " -5.04272634e+14 1.32372302e+15 -1.57430165e+14 9.55346742e+14\n", - " 3.97163113e+15 1.25956798e+15 3.71485435e+15 -2.76126625e+15\n", - " -2.35228283e+14 4.88626670e+14 -3.90118492e+15 -3.37062289e+13\n", - " -1.24225379e+15 1.77059354e+15 -2.72737360e+15 2.82407755e+14\n", - " 1.65441496e+15 -3.08313030e+14 -2.49715924e+15 1.73953682e+15\n", - " 1.22359635e+15 -1.40910884e+15 4.18925914e+15 -1.47450336e+15\n", - " 2.76445513e+14 5.91782461e+13 -9.69989170e+14 1.54732238e+15\n", - " 1.33724662e+15 -8.60635235e+15 2.72257131e+15 -2.02101290e+15\n", - " -2.21322283e+15 -6.65274645e+15 -8.83104635e+15 -1.53393281e+15\n", - " -2.51203536e+15 1.70064461e+15 3.44936106e+14 3.78066894e+15\n", - " 3.77534386e+14 -2.13373952e+15 -2.02638624e+15 6.76598938e+14\n", - " 1.17003788e+14 -1.28705082e+15 3.42282284e+15 3.91294263e+14\n", - " 8.75292158e+13 3.39177593e+15 2.29413214e+15 -4.23166884e+15\n", - " -9.09354287e+14 -6.14271762e+15 -5.11391989e+15 -1.52059864e+15\n", - " -2.26421464e+15 -7.06981750e+14 -1.14365579e+15 -2.67016731e+14\n", - " 1.34533355e+15 2.32813094e+14 -9.59516614e+14 -2.85150235e+15\n", - " -1.22977765e+14 -9.84337058e+13 4.51481447e+14 4.48254848e+15\n", - " 1.70433369e+15 2.42890422e+15 1.54637898e+15 7.07851847e+14\n", - " -1.78256857e+15 3.83677909e+14 2.76124757e+15 1.04833102e+15\n", - " 2.93259562e+15 1.99285942e+15 -1.10404263e+15 3.31762897e+15\n", - " -6.16051114e+14 -1.24217187e+15 1.47591925e+15 -4.23378860e+13\n", - " 1.89494890e+15 1.50021877e+15 2.04796950e+15 -1.67520734e+15\n", - " -5.21054483e+13 -2.07190086e+15 2.02633419e+15 1.21290839e+15\n", - " 1.20829602e+15 -2.20035739e+15 1.34387146e+14 5.36243710e+14\n", - " 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-1.00806924e+15 3.20165893e+15 4.14249485e+14\n", - " -1.48316881e+14 -1.09833902e+15 -9.09799123e+14 -9.06012608e+14\n", - " -1.38776322e+15 -1.61837279e+14 -2.07890726e+15 9.49041219e+14\n", - " 1.34520484e+15 1.56772455e+15 -3.11509248e+15 4.92924013e+15\n", - " -2.71581339e+15 2.38272544e+14 -3.42179654e+15 -1.25914393e+15\n", - " -8.41229481e+14 -1.00381214e+15 -1.44637177e+15 5.59674079e+15\n", - " -2.18892632e+15 -2.47808288e+15 -4.15730737e+12 2.21896901e+15\n", - " -2.35479687e+15 -2.05073317e+15 4.62051337e+14 5.93046253e+14\n", - " 1.42581626e+15 -2.14795416e+14 -1.27431252e+15 -1.95875568e+15\n", - " 1.08740711e+15 -4.04978841e+14 2.01727795e+15 -2.99055614e+14\n", - " -2.64628129e+15 -4.70257065e+15 -6.35548029e+14 -3.51776327e+15\n", - " -9.65685647e+14 1.86754619e+15 -3.92051422e+14 5.74901211e+15\n", - " 6.89924228e+13 -3.74895783e+15 1.73633725e+15 5.58614613e+15\n", - " 2.21742737e+15 -1.45660760e+15 1.95510998e+15 -2.43794912e+15\n", - " -9.40763385e+14 3.42136468e+15 2.72054206e+15 4.83072667e+15\n", - " 1.04416136e+15 -3.38314432e+15 3.33213374e+15 -4.45721340e+14\n", - " -2.60439959e+15 2.33357322e+15 2.89664160e+15 6.54513331e+14\n", - " 5.24198418e+14 4.61800164e+13 -5.05184848e+14 -3.33878349e+15\n", - " 2.98036107e+15 9.85176138e+13 -6.67955862e+15 -1.63626344e+14\n", - " 9.38789333e+14 -2.22811158e+15 1.78015818e+15 -4.08191769e+14\n", - " -2.16544443e+15 -1.77581706e+14 5.13888253e+13 1.51598245e+15\n", - " -2.65458582e+15 -3.22093300e+14 -3.85788044e+15 -1.44479087e+15\n", - " 2.79464269e+15 5.80771727e+14 2.75764147e+15 -1.21953298e+15\n", - " 2.16679176e+15 -3.06457050e+14 1.55455822e+15 6.15645987e+14\n", - " -2.26319105e+15 6.53598037e+15 -7.62034089e+14 -2.86704303e+14\n", - " -5.43300759e+13 2.69443667e+15 -6.14362486e+14 -3.50310540e+15\n", - " -9.42668915e+14 -5.73587316e+14 2.64957625e+13 -8.53998528e+14\n", - " -6.70378175e+13 5.30022300e+14 6.21227022e+15 6.14801578e+14\n", - " 8.84859699e+14 4.70761748e+14 -5.92600039e+14 -4.22964114e+13\n", - " -1.48496067e+15 1.23303735e+15 6.14575660e+15 -6.51966001e+14\n", - " 2.82460729e+15 1.11234602e+15 1.32922413e+15 -1.64842052e+15\n", - " 1.76380443e+15 1.81602412e+15 1.52318913e+15 -9.49051964e+14\n", - " -9.22032463e+14 -1.85683616e+15 1.53036224e+15 1.05980429e+15\n", - " -1.06319919e+15 -5.42604012e+15 2.11353250e+15 2.11073833e+15\n", - " -4.86007580e+14 7.06993488e+14 6.14858296e+14 -6.99816090e+14\n", - " 1.45548437e+15 -4.72431931e+14 1.50015209e+15 -1.08270153e+15\n", - " -9.26334234e+14 -7.93702013e+14 3.97914696e+12 1.97268587e+15\n", - " -1.90025590e+15 7.41739222e+14 1.22037967e+15 3.31992157e+15\n", - " 4.85382821e+14 -2.07490255e+15 1.60754992e+15 -1.77974728e+15\n", - " 1.95056389e+15 -2.32616375e+15 1.12425136e+15 1.21493202e+15\n", - " 5.12337670e+14 -5.77985521e+15 -2.21027722e+15 -1.27824890e+15\n", - " 2.05040151e+14 9.78023799e+14 2.89845429e+15 -1.41674244e+15\n", - " 2.05327207e+15 1.15454813e+15 1.95191270e+15 -9.73390455e+14\n", - " -3.84140787e+14 -8.98147925e+14 4.21452642e+14 8.26435468e+13\n", - " 4.34255567e+14 6.53766953e+14 7.52910042e+14 -1.58571322e+15\n", - " 9.61111266e+14 -4.22807009e+15 -3.23889179e+15 1.17870757e+15\n", - " 8.15284766e+13 1.75246960e+15 -3.11057696e+15 3.29856536e+14\n", - " -7.97483385e+14 -2.80537180e+15 -6.66100508e+14 -6.98210472e+14\n", - " -1.85120633e+15 -7.84589812e+14 6.20117591e+14 1.99010100e+15\n", - " -2.40905345e+15 -1.51152437e+14 -6.79310121e+14 8.58758446e+13\n", - " 9.07155584e+14 1.85465548e+15 -2.53358747e+13 2.19548403e+14\n", - " 2.89893854e+15 -1.27971213e+15 -4.31311494e+14 -1.56341879e+15\n", - " 5.90466432e+14 1.05925943e+15 -8.77648093e+14 1.67775892e+15\n", - " -2.68067542e+15 1.33340624e+15 2.15177555e+14 -6.46323520e+14\n", - " 3.52524690e+15 1.03542569e+14 2.92102989e+13 3.68912295e+15\n", - " -4.06252317e+13 -1.29311158e+15 -1.41382860e+15 2.02575697e+14\n", - " -1.41364001e+15 -5.59445539e+14 -3.89893291e+14 8.73496975e+14\n", - " -9.89337830e+14 5.99333444e+12 -1.46964324e+15 1.61689249e+15\n", - " -1.28357675e+15 -3.48881503e+15 -3.98845148e+15 -5.03690636e+14\n", - " 6.14457786e+14 -1.40990411e+15 -9.10009139e+14 -5.92443312e+14\n", - " 2.01355294e+14 1.12583303e+15 -2.45289021e+15 3.56890229e+15\n", - " 5.46063484e+14 -1.14585943e+15 4.78793435e+14 1.85849461e+15\n", - " 1.26070982e+14 -3.06548696e+14 1.14334230e+15 1.93500845e+14\n", - " -9.67508250e+14 -7.34603519e+14 1.28204668e+14 -1.84394021e+15\n", - " -2.12281805e+15 -3.18909287e+15 -1.48433900e+15 1.69374426e+15\n", - " -2.40494787e+15 -2.16994528e+15 1.34747278e+15 3.51809317e+15\n", - " 5.45029562e+14 1.18300161e+15 1.53135934e+14 -1.43419216e+15\n", - " -4.20571801e+14 -1.16079343e+15 9.29536713e+14 1.08414043e+15\n", - " -1.19701746e+15 9.38462125e+14 9.67908615e+14 1.63994463e+15\n", - " 9.46357349e+14 3.25224373e+13 1.24302582e+15 7.22793581e+14\n", - " -2.93525465e+15 -1.51572311e+15 -3.87590885e+14 7.85625632e+14\n", - " -1.00967110e+15 3.96273294e+14 1.27758295e+15 -7.23167929e+14\n", - " -4.97010735e+14 1.40564027e+15 -3.49369387e+15 3.95400342e+15\n", - " 2.00539945e+15 3.25516317e+15 -1.59116250e+14 -2.72566305e+15\n", - " 7.41744489e+14 9.01209211e+14 6.89885311e+14 3.71693039e+15\n", - " -1.82566610e+15 6.39471350e+15 -1.99116691e+14 8.18734686e+14\n", - " 1.32349186e+15 2.30503239e+13 -3.23107401e+15 -2.18757287e+15\n", - " 2.13656836e+15 -2.21555943e+14 1.08972680e+15 1.72560326e+15\n", - " 2.61100242e+15 -2.10914610e+14 -1.03009468e+15 -1.32286252e+15\n", - " 8.01725357e+14 1.56823643e+15 3.52093827e+15 7.69443937e+14\n", - " 5.96398005e+14 8.64508441e+14 -2.05495306e+15 1.43109745e+15\n", - " -6.30875489e+12 7.62946235e+13 -6.56571831e+14 -8.40804068e+14\n", - " -3.76174342e+15 2.59392890e+14 -3.20263339e+15 -3.34232777e+14\n", - " 5.23744990e+14 -2.59188191e+14 2.38678529e+14 2.27655159e+15\n", - " -3.19180607e+15 1.69289290e+15 -4.03654774e+15 5.72824567e+14\n", - " -1.47515742e+15 5.61797830e+14 3.39307152e+14 1.81043424e+13\n", - " -7.75317726e+14 -1.75315039e+15 2.48429871e+15 3.67469721e+15\n", - " 3.78161039e+14 -4.77258704e+14 -1.81486638e+15 1.71945615e+15\n", - " 1.35487401e+15 1.81697175e+15 2.79451206e+14 4.01373473e+14\n", - " 2.69049921e+15 -3.56927009e+14 7.97237348e+14 2.58689648e+14\n", - " 4.92191405e+14 -1.38516444e+15 1.93936504e+15 3.38780774e+15\n", - " 1.18545079e+15 2.59783535e+15 3.83257587e+14 2.50068631e+14\n", - " -2.22479759e+15 5.96240261e+14 -1.14154226e+15 -2.35805418e+15\n", - " 2.05508829e+14 -6.40970663e+13 6.51550231e+14 -1.11685775e+15\n", - " -4.40362766e+14 -1.68859037e+15 -1.22851016e+15 1.25850107e+15\n", - " 2.06890225e+14 -1.54934513e+15 -7.75450936e+14 -2.64954388e+15\n", - " -1.55092560e+15 2.27291523e+15 -1.33846236e+15 4.68900535e+15\n", - " -1.95557856e+14 2.90863309e+15 -2.36045279e+14 2.38443933e+14\n", - " 2.63906803e+14 -1.31259935e+15 -1.74280867e+14 -5.40022740e+14\n", - " 1.55334500e+15 1.33803354e+14 -1.89719653e+15 6.37033002e+14\n", - " -9.06134208e+14 -2.85392797e+14 5.80226480e+14 1.09120929e+15\n", - " 8.76865163e+14 2.22150804e+15 -1.27414825e+15 -1.90860581e+15\n", - " 1.41645294e+14 -1.59953637e+15 2.06103784e+15 1.04911246e+15\n", - " 6.32112669e+14 3.49845851e+14 1.11749275e+15 1.23429931e+14\n", - " -8.45240609e+14 -4.34014355e+14 -1.15321762e+15 1.32483823e+15\n", - " 1.83397320e+14 -4.04555108e+14 6.39754530e+14 3.04110153e+15\n", - " -1.56119475e+15 7.96528786e+14 -1.65175448e+14 -1.40567614e+15\n", - " -1.95143630e+14 -1.04872346e+15 -5.30961921e+14 -2.87961333e+15\n", - " 2.98367809e+14 -1.20829194e+15 -1.31852268e+15 7.96284849e+13\n", - " -4.12411935e+15 -4.85222850e+14 4.28462347e+14 -1.87490977e+15\n", - " 2.51045897e+14 1.28244871e+15 -1.80956529e+15 -2.12557144e+15\n", - " 4.17575893e+14 -4.95504986e+14 -1.24786699e+15 8.52945668e+14\n", - " 5.18783036e+14 -2.51714128e+15 1.42653683e+15 -3.96190460e+15\n", - " 3.02924694e+14 1.99667878e+15 -5.24053456e+14 -2.07021665e+15\n", - " -4.60071615e+14 6.46326354e+14 -1.64344789e+15 -9.13685004e+14\n", - " -1.15377857e+15 -6.70754121e+14 1.49173007e+14 -6.19821794e+13\n", - " 1.47483768e+15 -4.88977125e+14 9.79907266e+13 -2.05644208e+14\n", - " -8.82105836e+14 2.07310131e+14 1.41555986e+15 8.86938055e+14\n", - " 6.45560868e+14 4.94210145e+15 1.48977181e+15 -1.36421404e+15\n", - " 5.69280383e+14 -1.28260517e+14 1.41414982e+15 5.20930342e+13\n", - " -4.70677982e+14 8.51738925e+14 2.91596424e+15 6.22796434e+14\n", - " 1.41976535e+15 -7.12559718e+14 1.12753914e+15 -1.30186371e+15\n", - " -3.39949953e+14 4.69159183e+14 1.92776867e+15 1.80204078e+15\n", - " -3.10134119e+14 1.18939652e+15 1.32687008e+15 -2.29520310e+14\n", - " 7.80259974e+14 1.73813180e+15 1.86224882e+15 -6.97328611e+15\n", - " -1.94016480e+14 -5.03652017e+14 -2.48704801e+15 4.49696873e+14\n", - " 1.66892952e+13 -1.61078381e+15 1.32469499e+15 -1.27657487e+15\n", - " -5.09878642e+14 9.34808798e+14 1.74861846e+15 -4.35369540e+14\n", - " -1.30304175e+15 6.57753970e+14 -7.80551338e+14 -3.09311202e+14\n", - " 6.46709772e+14 9.67161772e+13 3.49888986e+14 -2.36274420e+15\n", - " 1.30853897e+15 -4.27904767e+14 -7.27187231e+14 -1.01059694e+15\n", - " -7.29486018e+14 -1.34083585e+14 -9.76939907e+13 -4.58755979e+14\n", - " -3.28120243e+14 -9.12114063e+14 8.76589360e+13 -1.56526935e+13\n", - " -2.57187999e+14 5.23741813e+14 5.52404429e+14 -3.39461804e+14\n", - " 1.70087602e+14 -1.75707619e+14 8.22112375e+14 1.57004911e+15\n", - " -6.62206019e+14 2.19651607e+15 7.39441528e+14 -6.57524682e+14\n", - " -4.20813918e+15 -2.58186831e+15 -9.36442529e+14 -1.28586797e+15\n", - " 1.28179648e+14]\n", "Found 3825 total galaxies in catalog for cluster 7698\n", - "[ 6.67902553e+14 -3.73573567e+14 8.30022763e+13 ... 6.77247135e+14\n", - " -4.03065776e+14 6.91745816e+14]\n", "Found 6639 total galaxies in catalog for cluster 10999\n", - "[-3.04882630e+15 -1.87920626e+15 5.31469181e+14 ... 4.20114602e+14\n", - " 3.17297914e+14 4.97604958e+14]\n", "Found 825 total galaxies in catalog for cluster 9029\n", - "[ 1.26530055e+15 -8.92596736e+14 -1.41124939e+14 2.65120056e+14\n", - " 1.30918130e+15 6.95016046e+14 8.96769099e+13 1.74361077e+14\n", - " -2.34274517e+15 5.95637661e+13 -1.34782005e+14 5.37192939e+14\n", - " -4.45808269e+14 3.31081424e+15 4.50956218e+14 1.27932718e+14\n", - " -1.64605473e+14 1.79790207e+14 4.48394699e+14 2.32459938e+15\n", - " -5.85527545e+14 2.16567566e+15 -1.06642216e+15 -1.27072253e+15\n", - " -5.94658882e+15 8.39459991e+14 1.53788623e+15 -1.79921032e+15\n", - " 1.58551820e+15 -5.81482815e+14 -6.75711248e+14 -5.42157273e+14\n", - " 1.27756259e+15 -5.35092315e+15 5.38032970e+15 -1.09805497e+14\n", - " -5.94192662e+12 1.42258663e+15 9.30048918e+14 5.91570035e+14\n", - " 5.92649359e+14 -3.51281306e+14 5.54790647e+14 -8.92918948e+14\n", - " 3.86465281e+13 1.68587298e+15 6.70953588e+14 -8.89970717e+14\n", - " 3.83414749e+14 -7.98752606e+14 3.49708878e+14 -4.95866596e+14\n", - " -6.99285951e+14 -4.20342382e+13 -3.91328379e+14 -4.28731103e+14\n", - " 5.58119514e+13 2.41642273e+15 1.77628390e+15 -4.12855259e+14\n", - " 7.60255805e+14 1.83706911e+15 -1.17509334e+15 -8.91649267e+14\n", - " 1.89514342e+15 6.81136689e+13 -3.24910445e+14 -1.10852557e+15\n", - " 1.85114960e+14 -1.45209180e+15 -1.70528223e+14 4.99075109e+14\n", - " 5.69177081e+13 -1.32180424e+14 4.36501126e+15 3.08940370e+14\n", - " -1.38203733e+14 3.11073121e+14 -1.48337757e+15 1.92323602e+15\n", - " 6.59253045e+14 -5.30234045e+14 1.28070898e+15 -5.77407324e+14\n", - " 1.50693860e+15 -8.46261866e+13 7.86919013e+14 -5.81753164e+14\n", - " 4.91854551e+14 1.97305609e+15 -1.90187935e+15 2.50914438e+15\n", - " -9.89587830e+14 -8.07355804e+14 1.46868429e+15 7.31794523e+14\n", - " 2.94384709e+14 -9.84619603e+14 -2.29468147e+15 2.16828966e+15\n", - " -1.47787598e+15 -6.97885150e+14 5.95593049e+14 -5.89991368e+14\n", - " -1.80564525e+15 1.43370099e+15 -6.75526874e+14 -1.68973497e+15\n", - " -1.27209540e+15 -2.87468469e+15 -1.02496379e+15 -1.06607016e+15\n", - " -1.73753952e+15 3.19993237e+15 -1.02212303e+15 -4.27020599e+14\n", - " -1.49969675e+15 1.00265884e+15 -2.41491182e+15 1.36658872e+15\n", - " 6.73059252e+14 1.39638497e+15 -1.52301983e+15 2.24609288e+15\n", - " -2.29505652e+15 9.61058950e+13 1.75612344e+15 1.72962209e+15\n", - " -6.70287550e+14 -5.41285319e+14 -1.46094138e+15 -1.34337502e+15\n", - " 8.24309682e+14 3.76567431e+15 6.33720164e+14 -1.53986019e+14\n", - " -1.47123057e+14 9.48518925e+14 -6.42483781e+14 -1.55499927e+15\n", - " -1.51286954e+15 -9.61523429e+14 1.06132160e+15 1.12248349e+15\n", - " -1.74153526e+15 6.77347314e+14 1.70956985e+15 1.67039894e+15\n", - " -8.33488635e+14 2.81418568e+14 6.96305705e+14 -3.26873819e+15\n", - " -2.52957074e+15 -9.31791107e+14 1.03372412e+15 -4.52100288e+15\n", - " 2.15880179e+15 -4.13382446e+14 6.31014479e+14 1.15160354e+15\n", - " -1.43454618e+15 -8.83409076e+14 -6.13194811e+15 -8.44053416e+14\n", - " -6.57463969e+15 -5.50283450e+14 1.87003017e+13 -8.58736563e+15\n", - " 1.06549017e+15 -1.85471306e+15 -4.78990403e+14 9.32926235e+14\n", - " 1.19163033e+15 -3.07956278e+15 -1.33726208e+15 -1.02441252e+15\n", - " 2.54488385e+15 -1.38726994e+15 -8.87408304e+13 -2.54725333e+15\n", - " -3.13356652e+15 3.50862032e+15 -8.64835803e+14 -6.36384838e+15\n", - " -7.02582536e+14 -3.21924835e+15 2.32932896e+15 -9.98251863e+14\n", - " 9.41106609e+14 2.17073192e+15 8.56089912e+14 3.11599695e+15\n", - " -1.64934376e+15 -1.11928608e+14 8.52876971e+14 3.29287608e+15\n", - " 2.48932726e+15 1.18090125e+15 -3.22884656e+15 2.61496358e+15\n", - " -2.77970928e+15 5.22501412e+15 -4.59259256e+15 6.28830608e+14\n", - " -1.10082850e+15 -9.09017077e+14 1.33885758e+15 5.41631158e+15\n", - " -5.06974599e+14 -6.69092753e+14 -3.27087621e+14 7.65306953e+14\n", - " -2.05214685e+15 3.78064259e+14 1.94574003e+14 -6.39158810e+14\n", - " -5.59932352e+15 1.83487006e+15 -1.02005179e+15 6.12705216e+14\n", - " -3.81538452e+15 -1.04837581e+15 2.63338095e+15 -5.12331332e+15\n", - " -1.56505170e+14 6.82703874e+13 -2.30962116e+15 8.49003055e+14\n", - " -1.20810431e+15 -3.58066728e+13 -7.04234611e+14 -2.39390886e+15\n", - " 1.70896017e+15 -7.81069928e+14 4.34371587e+15 1.71466358e+15\n", - " -2.98692275e+15 3.98460158e+14 2.57456057e+15 1.31089641e+13\n", - " -1.68516403e+15 7.78781612e+14 1.91829982e+15 6.48938643e+14\n", - " -1.77002473e+14 1.32527067e+15 4.55707583e+14 2.46594867e+15\n", - " 2.52231435e+13 1.97464307e+15 -2.97202704e+15 -1.42274857e+15\n", - " 2.50376444e+15 6.61373871e+15 1.56650162e+15 1.53644174e+13\n", - " 3.44905281e+14 -2.34152266e+15 -6.99379245e+14 2.04179498e+15\n", - " -2.04842935e+14 -1.62514500e+15 -1.81590722e+15 -1.87341104e+15\n", - " -1.70223388e+14 -1.12191959e+14 -1.39499494e+15 2.44477900e+15\n", - " -2.67236254e+15 -2.10277063e+15 8.53096664e+14 -2.94305237e+15\n", - " -2.26361069e+15 1.88735634e+15 -2.53548468e+15 1.85308073e+13\n", - " 1.35774775e+15 -1.87735137e+14 5.68545850e+15 1.42517638e+15\n", - " -2.17708233e+15 -3.68226213e+15 3.78283922e+13 1.81023628e+15\n", - " -5.81115655e+14 -1.00280377e+15 -9.67125787e+14 3.21710130e+14\n", - " -4.28613808e+15 -2.10938418e+15 -1.19835319e+15 -4.03742413e+15\n", - " 6.29437416e+15 8.93861443e+14 1.74600777e+15 -3.18242290e+15\n", - " -6.24524019e+14 2.19196570e+15 3.92105784e+15 2.92269046e+15\n", - " 5.39456876e+15 -4.53809073e+14 8.42148280e+13 -2.58994921e+14\n", - " -9.00302368e+14 -4.04543900e+15 -1.97685869e+15 8.93081463e+14\n", - " -1.31306700e+15 4.51391480e+14 -2.36902612e+15 4.85474436e+15\n", - " 1.54738400e+15 3.93460070e+13 -3.44589921e+14 -8.66645139e+14\n", - " 6.84738818e+14 3.35188694e+14 1.08945125e+15 2.16331003e+15\n", - " 4.77332569e+14 2.60292154e+15 1.72626697e+14 -9.36305482e+14\n", - " -9.20423398e+13 -5.61081363e+15 -2.20085353e+15 1.36395440e+15\n", - " 9.90647708e+14 2.05387402e+15 -6.20560454e+14 -8.97083267e+14\n", - " 3.74519356e+15 1.26118063e+15 4.81665671e+14 3.97844787e+14\n", - " -2.82241075e+15 -1.89405367e+14 -1.07617154e+15 1.59045539e+15\n", - " 2.27122610e+15 -2.81052962e+15 9.33643077e+13 8.75179112e+14\n", - " 1.16198080e+15 6.13252320e+14 1.54318342e+15 -1.68142464e+15\n", - " -7.24009053e+14 -1.04396959e+14 2.41815536e+15 8.66165399e+14\n", - " -1.11951470e+15 5.19761228e+12 1.99476197e+15 -8.41047246e+14\n", - " 1.73343079e+15 7.69132283e+14 5.97977297e+14 -8.96237924e+14\n", - " -8.23959906e+14 -4.14223238e+14 2.83301503e+14 -3.83678850e+14\n", - " 4.34542305e+14 -4.24502912e+14 1.10657333e+15 -3.02809559e+15\n", - " -1.66915060e+15 8.28533712e+14 8.02391149e+14 -3.54567067e+15\n", - " 7.79527226e+14 -3.40942881e+14 1.70316550e+15 3.23985284e+15\n", - " 1.24796390e+13 2.64788201e+15 -8.70469766e+14 -8.43808981e+15\n", - " 4.24156521e+15 -9.78777911e+14 1.28129653e+15 4.93316399e+14\n", - " -2.11429696e+15 -2.11104255e+15 3.01893157e+14 3.67470714e+15\n", - " 1.24264143e+15 -2.25135125e+14 -8.74624242e+14 2.11637839e+15\n", - " 1.57379056e+15 -9.78916356e+14 1.99171278e+15 -2.77705745e+14\n", - " -8.03463374e+14 -1.83537928e+14 -1.08159660e+15 4.01939717e+15\n", - " -5.34830032e+14 8.29235358e+14 -1.01016352e+15 -1.78445295e+15\n", - " 2.24817530e+14 9.48136641e+14 1.70704146e+15 -2.09949824e+15\n", - " 1.16988843e+15 6.31405128e+14 -1.68022535e+15 -1.25736399e+15\n", - " -1.83598316e+15 -6.43657626e+13 8.37419889e+14 5.01027077e+14\n", - " -9.82631835e+13 5.11976936e+14 1.46655594e+15 1.86689492e+14\n", - " 1.44698287e+15 8.09899453e+14 -2.20402544e+14 -1.34561432e+14\n", - " 2.06265794e+15 5.46754972e+14 -1.38246453e+15 -2.22317425e+14\n", - " 1.13993010e+15 5.61928380e+13 -1.95284995e+15 1.45012746e+15\n", - " 2.43187795e+15 -2.60614187e+14 -2.70022903e+14 -2.03422458e+15\n", - " -2.76862231e+14 -7.15122926e+14 -6.85944809e+14 -1.04726692e+15\n", - " 1.19376716e+15 2.35235072e+14 -7.21446461e+14 1.37057489e+14\n", - " -3.52779399e+15 -2.12713248e+15 -9.40949721e+13 2.65470765e+15\n", - " -3.18938887e+13 7.42704542e+14 3.53751784e+14 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-8.72767609e+14\n", - " 1.34658704e+14 -5.26118864e+14 7.93017628e+14 1.73642472e+15\n", - " -1.75961852e+14 2.14936541e+14 1.09785124e+15 2.83604076e+14\n", - " -4.38886363e+14 -2.34545337e+15 7.93478808e+14 -2.17928822e+14\n", - " -3.06443813e+15 7.88527715e+14 1.55834181e+15 -1.58484318e+15\n", - " 1.87983917e+15 7.22829423e+14 2.00089256e+15 1.48674754e+15\n", - " -2.56723983e+15 -1.46808497e+15 -2.47511308e+14 -1.33753092e+15\n", - " 1.08837040e+15 -7.16540484e+14 -1.77318008e+15 5.59990657e+14\n", - " 2.00258621e+15 -3.75881564e+14 -3.36095651e+14 -2.65855590e+14\n", - " 1.12822403e+15 2.55665828e+14 3.93795065e+14 -1.05817614e+15\n", - " 1.23962901e+15 -1.16708061e+14 4.51919404e+14 1.46493880e+15\n", - " -9.72496010e+14 4.27470191e+14 -7.25878685e+14 -1.05385558e+14\n", - " 1.18673943e+15 4.07053833e+14 1.21578968e+15 -1.12785634e+15\n", - " -7.09877237e+13 7.73597489e+14 -1.42916566e+15 -9.29983133e+14\n", - " -7.54121543e+13 7.02480783e+15 5.97779157e+14 -8.87117028e+14\n", - " -5.73175265e+14 -1.54512333e+15 3.22707050e+15 2.06282659e+14\n", - " 6.20894178e+14 -7.26815848e+14 2.15589310e+14 2.12385356e+15\n", - " -3.09222083e+14 1.76297092e+15 5.10730766e+14 4.84475550e+14\n", - " 1.75806029e+15 8.96402229e+14 1.54489328e+15 8.13390861e+12\n", - " -2.05317243e+15 -3.19324320e+15 7.59798928e+12 6.76358249e+14\n", - " -2.34135547e+15 -6.80303727e+15 9.12436510e+13 8.41997713e+14\n", - " 1.79758929e+15 -4.56175914e+14 1.47462455e+15 -4.70508026e+14\n", - " 8.21292311e+14 -1.19258889e+15 3.63046931e+14 5.69335201e+14\n", - " -1.55856913e+14 -7.29183040e+14 1.21811082e+14 -2.66168951e+13\n", - " 8.36777532e+13 -3.14304026e+14 6.63619800e+15 6.03751320e+14\n", - " -1.48450260e+15 4.28596315e+14 7.16615676e+14 1.32312837e+15\n", - " 1.29545514e+15 -1.26495850e+15 2.85015776e+15 -1.55710470e+14\n", - " 6.57810839e+14 -2.81620497e+15 7.83255686e+14 -5.74441484e+14\n", - " -1.11006460e+15 2.98492399e+15 -1.52398854e+15 -9.94125681e+14\n", - " -1.81141437e+15 1.82469777e+15 1.20721833e+15 3.77985076e+14\n", - " 3.18079107e+13 -1.43380928e+15 8.77043797e+14 1.75872693e+15\n", - " 6.31162800e+14 -1.02010456e+15 1.84248610e+15 1.70985028e+15\n", - " -2.71370584e+14 -2.68234569e+15 -1.99835002e+15 5.49440025e+14\n", - " -1.22358386e+15 -2.18767896e+15 7.58950082e+14 -5.40013184e+14\n", - " -1.55138405e+13 1.40361687e+13 -2.15987844e+15 7.97168060e+14\n", - " -2.40684487e+15 1.20443121e+15 -7.16221373e+14 -4.69448222e+14\n", - " 1.42478584e+15 8.47373878e+14 -2.53546846e+14 -1.65139916e+14\n", - " -1.14273191e+15 -2.41341571e+14 8.66485695e+14 -1.22506088e+14\n", - " 6.01055711e+14 -3.09644781e+15 4.25908621e+12 1.19313034e+15\n", - " 4.84172163e+14 -1.22506347e+14 -1.90273176e+15 -1.97731930e+14\n", - " 2.63075359e+14 9.01091149e+14 1.19082891e+15 -1.57823603e+15\n", - " -9.51779351e+14 2.31095443e+15 -6.29016402e+14 -1.88696505e+15\n", - " 4.20568751e+14 3.73872401e+14 -1.63973368e+14 1.87944643e+15\n", - " -3.16332054e+15 -4.83824693e+14 -9.21030508e+14 -1.50504597e+15\n", - " 5.17450021e+14 -4.89729065e+14 -4.52515244e+15 5.81550412e+14\n", - " 2.08440551e+15 -1.00402463e+15 -9.51683671e+14 -1.54349436e+14\n", - " -1.29641717e+15 8.99946640e+14 -1.33249960e+15 -3.96028056e+14\n", - " -1.58761097e+15 2.83733729e+15 4.28690274e+14 -4.19431306e+15\n", - " -3.13719180e+14 -3.75830197e+14 -5.45648574e+14 -7.33865951e+14\n", - " 4.24562447e+14 -5.63033651e+13 3.48867393e+14 -5.05339106e+14\n", - " 1.23732170e+15 6.34581016e+12 1.55971556e+15 -1.39350969e+15\n", - " 1.11390762e+15 -5.83519041e+14 2.29987265e+14 8.21253455e+14\n", - " 1.39415100e+15 9.05478768e+13 -1.82863459e+15 -1.03523546e+14\n", - " -2.74542663e+15 1.04853367e+15 -2.95877281e+14 5.89639524e+14\n", - " 1.10284692e+15 1.31629223e+15 -4.32708059e+13 2.15449981e+15\n", - " -1.81251154e+15 -2.52280490e+14 1.03248574e+15 -7.83925233e+14\n", - " -1.68670314e+15 4.24755101e+14 9.89918240e+14 3.08697486e+15\n", - " 1.33855181e+15 -7.08242198e+14 -2.28278479e+14 -6.21470223e+14\n", - " 4.13681784e+14 5.91523489e+14 2.09465587e+14 7.74942908e+14\n", - " -8.40590658e+14 -2.51600860e+14 -6.76521077e+14 -1.40665046e+15\n", - " -1.06697130e+15 -4.26009311e+14 -1.80513069e+15 -9.99661210e+13\n", - " -9.27587113e+14 9.78478182e+13 -1.28522463e+15 1.40370492e+15\n", - " -2.96427657e+15 2.03904360e+14 5.10258058e+14 -2.99471097e+13\n", - " 1.16527041e+15 -4.59864752e+14 -8.49477423e+13 -1.63082198e+14\n", - " 6.28059770e+14 -1.57081200e+15 -3.52800339e+14 -1.15701404e+14\n", - " 1.63578073e+15 -5.34366592e+14 -6.68949544e+14 -1.54169897e+15\n", - " 2.45162881e+14 1.17784195e+15 -3.20928455e+14 -1.31330056e+15\n", - " 9.23923629e+14 8.35157280e+14 4.95334568e+14 -2.64334707e+14\n", - " 2.32495273e+14 -1.12322744e+15 -5.94715206e+14 4.43777451e+14\n", - " 1.43015992e+15 2.78111034e+14 -8.73633081e+14 2.78297939e+15\n", - " -6.93573060e+14 9.74425676e+14 5.70089215e+13 5.93850035e+14\n", - " 7.00042579e+14 -2.06601353e+14 1.29880874e+15 -1.48218448e+15\n", - " 4.82415421e+14 1.47111029e+15 3.08270243e+14 -8.46826176e+14\n", - " -2.33803501e+14 -1.76853888e+15 4.21562470e+14 -1.07786150e+15\n", - " 2.08527549e+15 2.07982425e+14 -1.23790296e+15 5.14408742e+14\n", - " -6.37870409e+14 -9.86809588e+14 -4.93986723e+14 -1.87019316e+15\n", - " -1.20291211e+15 2.63896104e+13 2.31772222e+14 -1.29013164e+15\n", - " -6.81538081e+13 5.51020157e+14 1.42593871e+15 -1.48285233e+15\n", - " -6.52242275e+14 6.23675723e+14 1.09411312e+15 1.50456216e+15\n", - " 1.23740445e+15 5.46678138e+14 2.83334966e+14 1.06624965e+15\n", - " -4.62483488e+14]\n", "Found 1450 total galaxies in catalog for cluster 9429\n", - "[-3.83640492e+14 6.93246485e+14 -1.50301423e+15 ... -4.66608608e+14\n", - " -5.77491955e+14 1.57778734e+14]\n", "Found 2711 total galaxies in catalog for cluster 10146\n", - "[ 1.27023072e+15 2.18264835e+15 -2.52890507e+14 ... 4.19949175e+14\n", - " -5.02619316e+14 -7.12084404e+14]\n", "Found 3569 total galaxies in catalog for cluster 14476\n", - "[ 7.02195318e+14 1.43742835e+14 7.25663883e+14 ... -7.12366763e+14\n", - " 1.56894282e+14 -4.55715613e+14]\n", "Found 434 total galaxies in catalog for cluster 8395\n", - "[ 2.78579734e+15 2.77326959e+14 8.92210414e+14 6.53208708e+15\n", - " 7.46806680e+14 -1.25957222e+15 -2.22409947e+15 -1.52181729e+15\n", - " 2.19071219e+15 7.70448553e+15 3.44767685e+14 -2.47808503e+15\n", - " -4.73259694e+14 2.85409854e+15 2.50041473e+15 -3.95351452e+14\n", - " -2.72336000e+14 6.18663845e+14 1.34458245e+15 -3.10507502e+15\n", - " -1.47989350e+15 6.73208127e+14 3.72769531e+15 1.21000845e+15\n", - " 3.27326983e+15 2.18698143e+15 1.33156153e+15 -2.50422929e+15\n", - " -1.06140106e+15 -3.48738701e+15 -1.27829133e+14 -7.34720975e+14\n", - " 1.71034957e+15 -4.41961728e+13 2.69518698e+15 3.04245543e+15\n", - " -2.27666639e+15 6.57275715e+15 -4.60881869e+13 1.70315587e+15\n", - " -4.89987742e+15 5.06692623e+14 -1.25862631e+15 -1.87875915e+15\n", - " 8.79051701e+15 3.11755663e+15 1.19155843e+15 2.99818296e+15\n", - " 2.29436846e+15 -7.06880036e+13 -3.24052812e+15 7.37062610e+14\n", - " -5.73864038e+14 -3.28769078e+15 -7.75310396e+14 3.73136866e+14\n", - " 5.23579637e+14 -6.27830628e+14 -5.43661744e+15 -1.97181136e+15\n", - " 1.04913271e+15 7.67193890e+14 -5.60949131e+14 -1.70991084e+15\n", - " -5.06700981e+15 2.48709045e+15 1.93888691e+15 -4.83712843e+15\n", - " 5.05289845e+15 -3.30138782e+15 -1.70285130e+15 -2.37102553e+15\n", - " -3.80337210e+15 -2.71819979e+15 -5.71540955e+14 -2.79561908e+15\n", - " -7.40362725e+15 -7.16940494e+15 -6.46956225e+15 6.18363190e+14\n", - " -7.61263088e+15 3.24589290e+15 -4.83527924e+15 3.48357888e+15\n", - " 4.74495731e+15 4.29147347e+15 3.29995645e+15 1.96720696e+14\n", - " -1.74750014e+15 2.01179431e+15 2.26391532e+15 -4.95722075e+15\n", - " 3.86525385e+15 3.98367835e+15 3.97031306e+15 -6.43303658e+15\n", - " -3.46786009e+14 1.02855411e+15 -5.23427089e+14 1.67085540e+15\n", - " 4.53832747e+14 6.96911226e+14 9.24623304e+14 7.97711476e+14\n", - " 1.68753532e+15 -1.37340236e+13 1.47581304e+15 -2.84856531e+15\n", - " -2.42276630e+15 -1.23738209e+15 -3.41284579e+14 7.50745311e+13\n", - " 6.78928888e+14 -9.86520895e+14 7.24329187e+14 -1.13182721e+15\n", - " -2.13059982e+15 -6.12921179e+14 -6.61413760e+14 6.08621512e+15\n", - " -4.23333785e+15 -8.65747921e+14 -2.71290301e+15 8.67266615e+14\n", - " -9.06116153e+14 -2.22952948e+15 5.70740678e+14 -9.11689520e+14\n", - " -1.14921112e+15 2.03414605e+15 8.57011846e+13 1.22288929e+13\n", - " -1.12622043e+15 -7.31065321e+14 -2.27859170e+15 -1.96923505e+15\n", - " -1.02223135e+14 2.41125322e+15 3.88353708e+15 1.43288861e+15\n", - " 2.36369763e+15 1.85219692e+15 -9.47281887e+14 -4.02022827e+15\n", - " -1.03364647e+15 -1.61253079e+15 -2.01485357e+15 3.71348002e+14\n", - " -2.68532160e+15 1.35628570e+15 -2.44929178e+14 1.80396588e+15\n", - " -6.12046984e+14 -1.15462066e+14 2.17760987e+15 1.19792455e+15\n", - " -1.02504853e+15 -2.31039999e+15 -1.73466371e+15 -5.06505602e+14\n", - " 7.61648477e+13 -1.02709427e+15 3.06898889e+15 -2.86644900e+14\n", - " 4.56449957e+15 -2.36182777e+15 4.49370443e+15 3.01455708e+15\n", - " -2.16697892e+15 1.25081518e+14 7.76422926e+14 -8.83942476e+13\n", - " 3.15916480e+15 1.80706434e+15 3.22002408e+15 -3.94526100e+15\n", - " -5.54773188e+15 7.83657965e+13 -5.94017750e+14 1.00582945e+15\n", - " -6.10124607e+14 -6.79980759e+14 1.27206390e+15 -7.33859118e+13\n", - " 3.83320287e+15 1.50491640e+15 1.19191600e+15 -1.64707395e+15\n", - " 6.71766275e+14 -1.38615172e+15 -2.47613820e+15 1.52624818e+15\n", - " -1.51881009e+15 1.20680930e+15 -6.94535622e+14 -7.53774077e+14\n", - " 1.76228346e+15 5.86351019e+15 -4.75910172e+14 1.56527385e+15\n", - " 3.87829901e+15 1.33755826e+14 3.27968059e+15 2.81046444e+14\n", - " -5.44715551e+14 1.52210907e+13 -3.02319977e+13 -4.83787135e+15\n", - " 2.17629549e+15 2.02720170e+15 -1.06262796e+15 -2.39936430e+15\n", - " -5.11845254e+14 -1.06438151e+15 7.36874651e+15 -4.16111771e+14\n", - " 5.39563239e+15 -5.81078344e+15 3.67675009e+14 -1.39111295e+16\n", - " -6.43861056e+15 6.13571901e+14 -4.11116211e+15 -3.38999196e+14\n", - " 2.81708107e+15 -1.12535227e+15 -4.89983037e+14 6.53740280e+14\n", - " 2.28154254e+14 1.56301393e+15 -2.37325099e+15 4.76928923e+14\n", - " -2.75796403e+15 4.15135903e+15 1.90491333e+15 -1.05043002e+15\n", - " 2.42154964e+14 -2.75798530e+15 -4.70099415e+14 -4.63632156e+14\n", - " -2.19779726e+14 2.71269231e+14 4.66019558e+15 6.25527724e+14\n", - " 1.62937253e+14 -2.98806002e+15 -3.54152825e+14 2.46269045e+15\n", - " 2.99013651e+14 4.62653170e+15 -1.61918144e+15 8.15648320e+13\n", - " -1.86297511e+13 -1.65776554e+15 4.21677633e+15 -9.45612851e+14\n", - " 5.87570978e+14 1.76551732e+15 -1.11148104e+15 2.87640113e+15\n", - " 3.85543392e+15 7.05322653e+14 2.44293733e+15 3.51165571e+14\n", - " 1.37695385e+15 -1.35233513e+15 1.24702378e+15 -3.14385608e+15\n", - " -1.44473688e+15 -9.53271054e+14 -4.89302270e+15 4.05737416e+15\n", - " -4.00056995e+14 -7.10031949e+14 3.35603805e+14 -5.77632864e+14\n", - " 3.13192357e+14 1.44035429e+15 4.12612008e+15 -3.44131999e+13\n", - " -1.69227911e+15 -4.92723946e+14 1.02811244e+16 1.65775335e+15\n", - " 3.25822354e+15 1.57432694e+14 9.80737512e+14 1.98215300e+15\n", - " 3.64124660e+15 1.39896988e+15 -3.35559727e+14 1.60656723e+15\n", - " -1.64389868e+15 -2.68513525e+15 -8.94604857e+14 6.03229088e+14\n", - " -1.72462097e+15 -1.54731591e+15 -5.42648269e+14 2.40469898e+15\n", - " 2.22842691e+15 -6.01909396e+15 -8.82285782e+14 -1.70185509e+15\n", - " 3.29377026e+15 1.95904400e+15 -9.31011805e+13 7.13561637e+13\n", - " 1.32157306e+15 -5.11115176e+14 -4.12184187e+15 5.23163047e+14\n", - " -1.43031111e+15 -3.38831894e+15 1.75887056e+15 1.86834666e+15\n", - " -3.47401951e+15 4.17968460e+14 -1.82888553e+15 1.54477502e+15\n", - " -3.70726235e+15 1.65166976e+14 5.29335113e+14 -1.26191448e+15\n", - " -4.21121758e+14 2.74860300e+15 1.48145218e+15 -2.61847980e+15\n", - " 2.59157360e+14 -1.25471359e+15 -1.39697724e+15 2.90565590e+15\n", - " 1.48264334e+15 -1.10854354e+15 8.60046552e+14 1.09625304e+15\n", - " 1.89530573e+15 2.45468933e+15 6.97381853e+15 -4.20106614e+15\n", - " 2.23357214e+15 -1.05482604e+15 1.35976455e+15 1.34398010e+15\n", - " 5.09027267e+14 5.54306391e+14 -1.36940242e+15 2.06752385e+15\n", - " 2.11172627e+15 -3.37207565e+14 1.83501272e+15 1.45608061e+15\n", - " -5.44376339e+15 1.11782585e+15 4.25193726e+15 2.17871123e+15\n", - " -7.16282796e+14 4.50811360e+15 -9.95857608e+14 -5.04606556e+14\n", - " -2.75593874e+15 -5.90283352e+14 -1.48310269e+14 3.96646355e+14\n", - " 4.04843940e+15 -2.00702162e+14 2.93245067e+15 8.48504061e+14\n", - " -1.81800171e+15 1.20587525e+15 2.37859460e+15 -1.72844868e+15\n", - " -2.98834772e+15 2.31107196e+15 -1.33465767e+15 -1.14553445e+15\n", - " 1.55479671e+15 -4.08739560e+15 -2.15237351e+15 4.57035646e+14\n", - " 2.37207028e+15 -2.06199999e+15 2.22936928e+15 -2.53561212e+12\n", - " -2.29090886e+15 -6.28287164e+15 -2.62269343e+15 -2.25362281e+15\n", - " 1.25253989e+15 -9.75760476e+14 -3.15582480e+15 -2.01483496e+15\n", - " -5.88650795e+14 4.52729858e+14 1.98449148e+15 2.12229860e+15\n", - " 1.50658099e+15 -6.91965499e+14 -1.72390814e+15 -2.29011706e+15\n", - " -6.07086415e+14 -2.28159210e+15 2.82353473e+15 -1.03947521e+14\n", - " -9.92955435e+14 -3.37189107e+14 2.39370414e+15 -1.52853452e+15\n", - " 9.70145288e+14 1.09131173e+15 -4.68287951e+15 -2.04832312e+15\n", - " -8.89707076e+14 -1.05409288e+15 2.97541054e+14 -3.61776422e+15\n", - " 8.72732604e+14 -1.19417576e+15 -5.03880891e+13 7.14280868e+13\n", - " 4.38653023e+14 -2.25921161e+14 -4.23062096e+14 -3.24215057e+14\n", - " 8.44600777e+14 -4.45022091e+14 1.19000265e+15 2.18709597e+14\n", - " 2.75364504e+14 -9.62194992e+14 2.30724874e+14 1.77072981e+14\n", - " 1.39671386e+15 4.82502969e+13]\n", "Found 4520 total galaxies in catalog for cluster 16657\n", - "[ 2.25762990e+15 -4.48560630e+14 1.31595740e+15 ... -5.78938470e+14\n", - " -5.52759881e+14 2.82243167e+14]\n", "Found 3419 total galaxies in catalog for cluster 13039\n", - "[ 6.08493284e+14 -2.61297067e+14 1.62891692e+13 ... 8.47979399e+14\n", - " -5.04465216e+14 5.49733200e+14]\n", "Found 3478 total galaxies in catalog for cluster 15382\n", - "[ 4.36262098e+14 5.20447584e+14 -4.65032527e+14 ... 2.02600688e+13\n", - " 1.95196506e+14 -3.18147918e+14]\n", "Found 1652 total galaxies in catalog for cluster 17011\n", - "[-5.07082125e+14 1.28995414e+15 -6.61718951e+14 ... -1.80902372e+14\n", - " -1.54879041e+14 5.15288314e+14]\n", "Found 6842 total galaxies in catalog for cluster 8523\n", - "[ 3.51760976e+15 1.93898956e+15 -5.01190790e+14 ... 1.92128913e+14\n", - " -2.98446130e+14 4.68778743e+14]\n", "Found 1652 total galaxies in catalog for cluster 11300\n", - "[-7.73197649e+13 6.62640528e+13 7.15717843e+14 ... 1.36941071e+15\n", - " -5.44412522e+14 -1.20520265e+13]\n", "Found 6868 total galaxies in catalog for cluster 17462\n", - "[-2.17158756e+15 1.91559546e+15 5.76846431e+14 ... -2.24435643e+13\n", - " 2.86104376e+14 -3.36049001e+14]\n", "Found 1987 total galaxies in catalog for cluster 13025\n", - "[-4.75552875e+14 6.48658172e+14 -1.25828637e+15 ... -5.77026248e+12\n", - " 4.42262104e+14 -6.42873313e+14]\n", "Found 3121 total galaxies in catalog for cluster 21385\n", - "[ 9.08320632e+14 -1.17192096e+15 1.44867181e+15 ... 4.66206965e+14\n", - " -2.53778843e+14 -7.71597211e+14]\n", "Found 3424 total galaxies in catalog for cluster 20888\n", - "[-4.57967582e+14 6.97602831e+14 -1.05455780e+15 ... 1.55576840e+14\n", - " 2.60595475e+14 -7.40031895e+14]\n", "Found 4303 total galaxies in catalog for cluster 21815\n", - "[ 2.58205150e+15 -5.52149180e+13 -7.46434566e+14 ... 2.71812135e+14\n", - " 4.07787713e+14 7.03573558e+14]\n", "Found 1483 total galaxies in catalog for cluster 7594\n", - "[-1.61662670e+15 -9.20406369e+15 -5.73723829e+14 ... 6.98680948e+14\n", - " 7.91079299e+14 1.21017382e+15]\n", "Found 1005 total galaxies in catalog for cluster 21425\n", - "[ 7.43988855e+15 2.98280368e+12 3.06107911e+15 ... 6.33129936e+14\n", - " -6.08355649e+14 -1.10269977e+15]\n", "Found 8508 total galaxies in catalog for cluster 30553\n", - "[-2.00010568e+15 3.07653415e+14 6.20101312e+14 ... 4.88412965e+14\n", - " -4.06786465e+14 8.91588010e+14]\n", "Found 2374 total galaxies in catalog for cluster 11651\n", - "[ 1.94976692e+14 -7.61613452e+14 7.25728081e+14 ... 7.74225600e+14\n", - " 2.88401611e+14 -3.46072037e+14]\n", "Found 3453 total galaxies in catalog for cluster 27728\n", - "[ 3.51252534e+15 -5.53412242e+14 1.47865941e+15 ... -4.85833854e+14\n", - " -5.03781802e+14 1.36077525e+14]\n", "Found 3657 total galaxies in catalog for cluster 30757\n", - "[ 1.72416104e+15 1.22476640e+15 -7.30186443e+14 ... 3.08817351e+14\n", - " 2.43369931e+14 -4.88166129e+14]\n", "Found 5863 total galaxies in catalog for cluster 32634\n", - "[-1.71149247e+15 -4.63440553e+14 8.39024117e+14 ... -1.01361979e+15\n", - " -3.59626717e+14 6.45450263e+14]\n", "Found 3876 total galaxies in catalog for cluster 33429\n", - "[ 2.31553953e+14 -3.22957910e+14 7.17144350e+14 ... -2.18816257e+14\n", - " -1.31031525e+14 -6.15308260e+14]\n", "Found 2650 total galaxies in catalog for cluster 15656\n", - "[ 1.37903120e+15 2.39715888e+15 -1.05130915e+14 ... 4.80242067e+14\n", - " -5.42685718e+14 -6.66413369e+14]\n", "Found 1347 total galaxies in catalog for cluster 29784\n", - "[ 2.07789961e+15 6.80345357e+14 9.82326353e+14 ... -2.10338135e+14\n", - " 6.50792151e+14 -8.46331301e+14]\n", "Found 2554 total galaxies in catalog for cluster 22630\n", - "[ 3.08733063e+15 1.96763064e+14 6.53651497e+14 ... -2.48961430e+14\n", - " 8.26946660e+14 -1.23191573e+14]\n", "Found 1559 total galaxies in catalog for cluster 17777\n", - "[ 9.04497180e+14 -1.58768679e+15 2.66460134e+15 ... -3.66556562e+14\n", - " -3.15630111e+14 4.76880831e+14]\n", "Found 2727 total galaxies in catalog for cluster 33569\n", - "[ 2.41948606e+14 -6.03095227e+14 2.84498674e+14 ... -7.63060211e+14\n", - " -1.47137210e+13 3.15798483e+13]\n", "Found 2392 total galaxies in catalog for cluster 39996\n", - "[ 2.61754318e+14 -1.90038936e+15 1.53579295e+14 ... -5.48212042e+14\n", - " 3.60065878e+14 -7.18001960e+14]\n", "Found 4344 total galaxies in catalog for cluster 37007\n", - "[ 1.79321846e+15 7.04504401e+14 -1.56200624e+15 ... 3.21477320e+14\n", - " 4.66973621e+14 -1.03028926e+14]\n", "Found 4941 total galaxies in catalog for cluster 25937\n", - "[-2.73768883e+14 9.24741079e+14 -8.00761968e+14 ... 6.02158626e+13\n", - " -2.80775308e+14 -7.64572033e+14]\n", "Found 1755 total galaxies in catalog for cluster 24386\n", - "[ 5.87304822e+14 9.99918243e+14 9.84546208e+14 ... -1.59415385e+14\n", - " -9.93159321e+13 4.08516934e+14]\n", "Found 5448 total galaxies in catalog for cluster 44685\n", - "[ 2.09964660e+15 4.40745282e+14 -1.25140043e+15 ... 3.74458100e+14\n", - " 4.52022654e+14 1.25250322e+14]\n", "Found 3105 total galaxies in catalog for cluster 48725\n", - "[-5.31125063e+14 1.51039917e+15 2.37660441e+15 ... -6.27298809e+14\n", - " -2.66591313e+14 -3.42914971e+14]\n", "Found 2631 total galaxies in catalog for cluster 27260\n", - "[ 8.24786731e+14 -1.13891896e+15 9.95067501e+14 ... 1.78399548e+14\n", - " -4.24403852e+14 -2.43697708e+14]\n", "Found 2108 total galaxies in catalog for cluster 35316\n", - "[-6.23694116e+14 4.77153607e+15 1.51920980e+15 ... -1.10510550e+15\n", - " 3.33323424e+14 -8.21503859e+14]\n", "Found 1696 total galaxies in catalog for cluster 59428\n", - "[-3.83095497e+14 -2.70746219e+15 1.81364943e+15 ... -6.69963884e+14\n", - " -4.85530127e+14 -7.39169301e+14]\n", "Found 2574 total galaxies in catalog for cluster 25976\n", - "[ 3.87077723e+14 -8.54519036e+14 -5.15807733e+11 ... -8.44484600e+14\n", - " -2.38282895e+14 -3.71094606e+14]\n", "Found 3405 total galaxies in catalog for cluster 31596\n", - "[-3.31526461e+14 9.27844708e+14 1.67033459e+15 ... -2.23226929e+14\n", - " -4.04570005e+14 -4.12997037e+14]\n", "Found 6439 total galaxies in catalog for cluster 26346\n", - "[ 2.52064388e+14 1.93121037e+15 2.03379328e+13 ... -7.08440158e+14\n", - " -6.36408035e+14 -2.71949351e+14]\n", "Found 3450 total galaxies in catalog for cluster 36608\n", - "[ 4.11901999e+15 -5.92463549e+14 1.02582008e+15 ... -5.27489254e+14\n", - " -4.47093818e+14 3.72500542e+14]\n", "Found 3956 total galaxies in catalog for cluster 26938\n", - "[ 2.15707056e+15 4.34043857e+14 -1.23388969e+14 ... 3.18810762e+14\n", - " 4.79637325e+13 2.85535505e+14]\n", "Found 1903 total galaxies in catalog for cluster 74483\n", - "[ 8.31811571e+14 3.33726133e+14 4.87454678e+14 ... -5.61847145e+14\n", - " -5.27888562e+14 1.81681021e+14]\n", "Found 3107 total galaxies in catalog for cluster 62882\n", - "[-8.85033623e+13 2.17324134e+15 1.48499356e+14 ... 5.04326101e+14\n", - " -6.90668701e+14 6.36519429e+13]\n", "Found 1008 total galaxies in catalog for cluster 25770\n", - "[ 8.99483894e+14 4.95129088e+15 2.23847505e+15 ... 9.28162228e+14\n", - " -7.22208733e+14 -4.02354992e+13]\n", "Found 778 total galaxies in catalog for cluster 59302\n", - "[ 1.76779178e+15 1.31066810e+15 8.97967417e+14 -1.61930765e+15\n", - " 1.03645701e+15 -1.08173096e+15 2.06801724e+15 -1.42042358e+15\n", - " 1.34343355e+15 -3.18231189e+15 -9.57834021e+14 -1.51015850e+15\n", - " 9.46986140e+13 2.13521804e+14 -6.11225636e+14 -1.31578318e+15\n", - " -1.45258203e+15 -4.23274063e+15 -1.28535850e+15 4.01715044e+14\n", - " -4.89439063e+14 1.51183378e+15 1.71357826e+14 2.33523095e+15\n", - " 1.01250767e+15 2.13453566e+15 8.78241538e+14 1.80535538e+15\n", - " 2.40931480e+14 1.75886700e+15 -1.76779650e+15 -4.76648363e+14\n", - " 1.59868132e+13 2.46196732e+14 7.56082026e+14 -8.45965308e+14\n", - " -2.87686322e+14 3.51065894e+15 1.44298438e+15 1.85792450e+15\n", - " 1.60049877e+15 -1.72190981e+15 4.37548578e+14 -1.84205646e+15\n", - " -6.65630658e+14 4.92070627e+14 2.53094650e+15 8.83933421e+14\n", - " 1.58208775e+15 2.35449425e+15 3.01514864e+15 -1.03589749e+15\n", - " 1.11557479e+14 3.75620099e+14 7.91899131e+14 5.72033880e+14\n", - " 3.36675176e+15 3.29891398e+15 -1.65115361e+15 -2.22392464e+15\n", - " -9.28948315e+14 2.12866044e+15 5.53240129e+14 6.12742730e+14\n", - " -1.56177346e+15 -1.74919466e+15 -7.48942384e+13 -2.19252719e+15\n", - " -2.63859360e+15 -3.69412319e+14 -1.82980854e+15 -6.63808409e+14\n", - " -1.51873385e+15 2.86518803e+15 -5.87626227e+14 -1.86147337e+15\n", - " -2.60628570e+15 2.70472763e+15 -1.34260594e+15 1.36155949e+15\n", - " -1.37207109e+14 -1.99864870e+14 -1.99634702e+15 3.90740951e+15\n", - " -2.29629177e+15 -1.12012815e+15 -6.23344725e+14 1.83842220e+15\n", - " 1.12974881e+15 -7.10152968e+13 1.00364065e+15 5.70930510e+14\n", - " 1.90108464e+14 -2.41373337e+15 -9.94086736e+14 1.82908180e+14\n", - " 7.02763534e+15 -7.67312312e+14 -2.33736509e+14 -2.66325311e+15\n", - " 5.53423819e+14 2.94102316e+15 -1.47670312e+15 -1.69914519e+15\n", - " 1.48134526e+15 -3.59838752e+14 4.23954339e+14 2.06495826e+15\n", - " -2.74007890e+15 -2.99745769e+15 -1.31494545e+16 1.24184564e+15\n", - " 2.38922961e+15 1.31858137e+15 1.94905921e+13 5.10325613e+14\n", - " -1.62931281e+15 4.61470614e+15 1.29997870e+15 5.31769423e+15\n", - " 6.32722158e+14 1.37076947e+15 1.57519707e+14 -1.56936772e+15\n", - " 6.85341503e+15 1.98471953e+15 1.26049023e+15 -1.45475793e+14\n", - " 1.20485159e+15 9.85456852e+14 -7.23673193e+14 -1.53645861e+15\n", - " 3.92653398e+15 -8.93262550e+14 5.56171800e+14 3.13974974e+15\n", - " -4.06896623e+14 3.63538673e+13 6.51540227e+14 2.78699814e+14\n", - " 2.01342741e+15 -2.12449984e+15 9.21321850e+14 1.93577865e+15\n", - " -1.35287786e+15 -1.10467381e+15 -1.30792673e+15 -2.02990655e+14\n", - " -2.23751080e+15 -3.44395978e+14 -8.86527172e+15 -7.03649292e+14\n", - " 4.33157331e+15 -4.34714179e+14 7.43826515e+14 -1.28419344e+15\n", - " -3.35627826e+15 -1.47612040e+15 -2.86369121e+15 -4.52743561e+14\n", - " -1.53029591e+15 -7.56279063e+15 1.17092405e+15 -1.00420383e+15\n", - " -2.70594341e+15 -5.66721863e+13 -3.11800075e+14 -5.30917400e+15\n", - " 6.35412339e+13 -3.38612624e+15 1.18603081e+15 2.38058316e+15\n", - " -2.28227339e+15 2.66358234e+15 2.95565528e+15 -2.41464844e+15\n", - " -5.44988709e+15 7.62178872e+14 -2.29502546e+15 -1.34944951e+15\n", - " -1.93084777e+14 -3.69310672e+15 1.17293968e+14 -1.84662326e+15\n", - " -2.62065739e+15 1.17700598e+15 8.94616606e+14 -1.10914591e+15\n", - " -7.63870435e+15 -5.23986115e+14 -2.07907584e+15 5.02116174e+13\n", - " 1.13436197e+15 2.28877598e+15 -1.67027215e+15 9.80305118e+14\n", - " -5.22345108e+14 -2.38082056e+15 -8.30293617e+14 9.88585650e+14\n", - " 1.46037332e+15 1.03394113e+15 -4.28394200e+15 -3.21540685e+15\n", - " -1.63692239e+14 1.82065994e+15 -1.09648302e+15 4.49056611e+14\n", - " 1.34487912e+15 -2.38501120e+15 8.23317151e+13 -8.15244538e+14\n", - " -3.93210888e+15 2.24158029e+15 -1.44238321e+14 -1.52658405e+15\n", - " 3.05106772e+15 1.65274861e+15 2.24719402e+14 9.47427672e+13\n", - " 1.49780184e+15 1.94237351e+15 -7.84760076e+15 5.65694365e+15\n", - " -2.29090725e+15 -6.92199055e+15 -9.62109442e+15 1.51079875e+15\n", - " -1.93143589e+15 3.79252939e+15 -3.09909374e+14 2.51211494e+15\n", - " -2.33628738e+15 -1.66671164e+15 3.84367454e+14 6.82279600e+14\n", - " -1.09474321e+15 -1.52794758e+15 -1.39700154e+15 -1.30288519e+15\n", - " 2.76999962e+15 -1.96686441e+15 -4.46855479e+14 -1.66071521e+15\n", - " -1.20359645e+15 -2.85057397e+15 -1.17266360e+15 2.14995919e+15\n", - " -6.38373372e+14 -6.57091740e+14 2.26566921e+15 1.82843987e+15\n", - " 1.22580494e+15 4.78554227e+15 1.12260175e+15 3.35190687e+15\n", - " 9.69312146e+14 7.04260933e+14 -1.90508732e+15 1.48471561e+15\n", - " -8.56122655e+14 1.08585578e+15 2.17243721e+15 -5.45036287e+14\n", - " -6.47594597e+14 -3.91219093e+14 1.93518604e+15 1.37539840e+15\n", - " -4.86185491e+15 -9.68964885e+12 -1.05225259e+15 1.86191420e+15\n", - " 9.50301571e+14 4.07578176e+15 -3.19772495e+14 1.85585459e+14\n", - " 2.65183556e+14 1.87694618e+15 7.02722917e+15 1.40087670e+15\n", - " 4.89433418e+14 5.06491652e+14 -5.99629545e+12 -2.91927997e+14\n", - " -1.09145671e+15 5.36310378e+15 -3.63319864e+15 2.44475955e+15\n", - " -8.10510014e+15 -6.08457106e+14 3.35804118e+15 -2.70616547e+14\n", - " -7.01213652e+15 -4.93943271e+14 6.41582592e+13 -1.66250463e+15\n", - " -1.88987135e+14 1.39087552e+15 -7.47835157e+14 3.07331208e+15\n", - " 3.15284006e+15 1.30765802e+15 -1.70231038e+14 3.48159864e+15\n", - " 8.75355411e+14 1.65201905e+15 -3.43894073e+15 -1.77089566e+15\n", - " -2.92178959e+15 -2.08096747e+14 8.41005273e+14 2.34950189e+15\n", - " 1.86760355e+15 -1.56793528e+15 1.89808806e+15 -3.25815932e+14\n", - " 4.20819358e+15 -1.00562693e+15 -5.71236244e+13 1.23365398e+15\n", - " -1.99781302e+15 -6.44147290e+14 -4.66669894e+13 5.41853455e+15\n", - " 1.38778461e+14 -6.51858635e+14 -2.19447334e+15 -1.57369472e+15\n", - " 1.58804998e+15 -1.79416173e+15 1.29959971e+15 -2.33895628e+15\n", - " -2.16079064e+15 5.21508505e+15 -1.82731472e+15 -9.29001826e+12\n", - " -4.42020837e+15 -1.27441731e+15 -7.52221575e+14 -1.08807377e+15\n", - " -1.61778335e+15 6.04606465e+15 -1.50289516e+15 -1.98904751e+15\n", - " 1.49314019e+14 1.00514474e+15 -3.64246969e+15 -1.32523759e+14\n", - " -1.11987933e+15 2.81692804e+15 1.58285622e+15 6.34795867e+14\n", - " -2.60937174e+15 7.88659221e+14 2.32569417e+15 -4.16196113e+14\n", - " -3.58952477e+15 -5.55036899e+15 -4.24589431e+14 2.38717448e+15\n", - " 6.84431282e+14 -2.51646503e+14 3.08474676e+15 6.87455488e+15\n", - " 1.34752604e+15 -3.45007803e+15 8.12105086e+14 1.15906103e+15\n", - " -8.92189047e+15 3.35593298e+15 8.01756574e+14 4.22161260e+15\n", - " 4.19558331e+15 2.50188546e+15 -2.97256327e+14 3.74394519e+15\n", - " -5.16136466e+14 4.82656800e+14 -6.40148875e+14 -1.62336861e+15\n", - " 4.31622843e+14 -2.74578302e+13 3.16802978e+15 1.48888534e+15\n", - " -4.79396155e+14 -1.19467487e+15 7.06071870e+14 -2.63782154e+14\n", - " 1.68578119e+15 -2.62941337e+15 8.45520586e+14 2.70027545e+14\n", - " -6.24671409e+14 3.38021355e+14 -1.28099626e+15 -3.09607133e+15\n", - " -3.65992182e+14 -3.52588762e+15 1.17746800e+15 1.28715998e+15\n", - " -4.84164231e+15 3.65454279e+15 1.16540905e+15 -6.25605261e+14\n", - " -3.71523581e+13 -2.87491048e+15 7.08809515e+15 3.65014648e+14\n", - " 2.62807915e+15 -4.04095064e+15 1.25078966e+15 -1.57169816e+15\n", - " -9.54362118e+14 2.37342308e+15 5.14071848e+15 -9.23166525e+14\n", - " 1.23902295e+15 -4.03416710e+14 -3.63331113e+15 -2.99699825e+13\n", - " -1.30535503e+15 9.55343145e+14 2.48766908e+15 3.08575003e+15\n", - " -1.94318291e+14 1.24981951e+15 -2.86678448e+15 -4.00719265e+14\n", - " -2.23402398e+15 3.11699772e+15 1.93968025e+14 -1.69661753e+15\n", - " -5.72799104e+15 3.15699493e+15 1.85679613e+15 -4.32756171e+14\n", - " 2.24074505e+15 -9.41205786e+14 2.18311060e+15 -9.07110799e+14\n", - " 2.78395516e+15 -5.99721237e+14 2.48092936e+14 2.67347453e+14\n", - " 9.77819539e+14 -8.23446248e+14 1.74826673e+14 2.43982562e+15\n", - " -5.09234483e+13 2.95910502e+15 -2.34740978e+14 -1.66499563e+15\n", - " -1.35356280e+15 4.25295349e+15 -1.93992825e+15 -1.88165378e+15\n", - " -3.48242747e+13 -2.07982411e+13 -7.45753174e+14 -1.15218678e+15\n", - " 1.33064515e+15 -1.25709168e+15 3.30852970e+15 -2.49757658e+15\n", - " 8.61801891e+13 9.90271996e+14 1.60965853e+15 9.99607090e+14\n", - " 7.06692621e+14 3.26742572e+14 2.40271073e+13 -1.67635588e+15\n", - " 3.15924078e+15 -3.22945593e+15 1.44794871e+15 -3.07107579e+15\n", - " 1.57709239e+15 -7.21109088e+14 7.70258196e+13 -1.92861370e+15\n", - " -8.59222441e+14 7.39182893e+14 1.18794825e+15 1.79312260e+15\n", - " -1.34426994e+15 -1.02586991e+14 2.72372608e+15 -2.57826204e+15\n", - " 1.31040837e+13 1.33654204e+15 -5.40067444e+14 -1.00672424e+15\n", - " -4.17785952e+14 4.60072759e+14 1.33880105e+15 1.65489012e+14\n", - " 3.16572094e+15 -1.01828455e+15 1.98909494e+15 -3.88408439e+15\n", - " -1.02554274e+15 5.22250063e+14 2.17526800e+15 4.37018349e+15\n", - " 1.57534565e+14 4.52966845e+13 3.61634846e+15 -3.84838663e+13\n", - " -1.12915853e+15 2.96574803e+14 -2.19743811e+15 -6.02298345e+14\n", - " 1.30660591e+15 -8.44888779e+14 -3.45530571e+14 -2.06963447e+14\n", - " -1.52651546e+15 -3.04744121e+15 -1.36436450e+15 -4.71820341e+14\n", - " 8.96946783e+14 -1.40749896e+15 -3.07446574e+15 -7.30957734e+14\n", - " -2.61731760e+14 1.17996298e+15 -2.49251622e+15 2.07374290e+15\n", - " 3.17331994e+15 -1.29824282e+15 -6.19434863e+14 -6.23538722e+14\n", - " 2.67689125e+15 1.01841047e+15 -5.84549264e+14 3.29780111e+14\n", - " -2.43047905e+15 -1.14255202e+15 2.59926995e+15 -8.83677580e+14\n", - " 6.61457701e+14 -3.33960413e+14 -4.01836887e+14 3.91843686e+13\n", - " 3.61797180e+15 8.76054935e+14 -3.20916960e+14 -2.29047547e+15\n", - " 4.15126107e+15 -3.48256921e+14 2.49660091e+14 6.96141985e+14\n", - " -2.85765565e+14 -6.37505690e+13 -4.22331765e+14 1.52274463e+15\n", - " -1.93062224e+15 1.40032175e+15 6.87540789e+14 -2.70356051e+15\n", - " 1.61991121e+13 -3.05577598e+14 -3.14563918e+13 1.23408522e+15\n", - " -1.04271582e+15 1.49086897e+15 -2.98412280e+15 4.15507415e+15\n", - " 1.23039905e+15 3.36861786e+15 8.30597261e+13 -3.29401088e+14\n", - " -2.98531762e+15 5.30491937e+13 9.59149367e+14 -5.25341892e+14\n", - " 5.13704595e+14 5.41433835e+15 8.28540668e+14 -6.87532112e+14\n", - " -5.10116858e+14 -1.24700694e+15 1.16648735e+15 -9.91979666e+14\n", - " -4.21046565e+14 2.16547563e+15 -1.48564825e+15 1.94826161e+15\n", - " 2.22074167e+15 3.23279825e+15 -4.65473099e+14 1.04601410e+14\n", - " 5.69304681e+14 -1.59704301e+15 -1.43209579e+15 4.36268304e+14\n", - " 1.00698245e+15 -1.13286619e+15 -2.00372642e+15 1.14530940e+15\n", - " 2.94305901e+14 -2.73344517e+14 8.51981935e+12 -7.05290967e+14\n", - " -1.70415021e+15 1.52839987e+15 -3.54430823e+15 -7.09365417e+14\n", - " 6.51894197e+14 -1.28923047e+15 -1.12512458e+15 1.12656182e+15\n", - " 1.91055864e+15 -7.27191378e+15 4.53118109e+14 -1.29572324e+15\n", - " -5.31561290e+14 -4.70926036e+14 -2.93872208e+13 -1.19841323e+15\n", - " -1.93736251e+14 -1.96969126e+15 -2.35102737e+15 1.77501741e+15\n", - " 6.30466710e+13 -1.91919328e+15 1.29855414e+15 2.08039841e+15\n", - " -1.04251450e+15 1.50891186e+15 1.73306685e+15 2.66171186e+14\n", - " -2.50407556e+15 -1.16178351e+15 9.57123916e+15 3.08662763e+15\n", - " 3.36071155e+13 2.83350374e+14 -2.17445165e+15 4.59897631e+14\n", - " 6.41878845e+14 -1.21258812e+15 2.07222098e+13 -5.39269134e+14\n", - " 1.09483118e+15 -4.71323459e+14 1.89276071e+15 2.76394301e+14\n", - " -3.17815147e+15 -1.63255387e+15 4.30731955e+15 3.04008462e+15\n", - " -1.10728172e+14 8.49829873e+14 -1.35253049e+15 -1.66468485e+15\n", - " -6.90588998e+14 -7.10049860e+14 -4.46634363e+14 -1.09436254e+15\n", - " -2.75013772e+14 5.92339688e+14 4.78878351e+14 2.25202334e+15\n", - " -1.59337689e+15 -1.79020783e+15 5.05179072e+14 6.76973666e+14\n", - " 1.58437916e+14 3.04344055e+14 -8.97961090e+14 7.80693288e+14\n", - " -1.03574929e+15 1.04134576e+15 7.94091946e+13 2.19534395e+15\n", - " -2.41273827e+15 1.07599543e+15 -5.70831059e+14 -1.64218648e+15\n", - " -1.26795021e+15 1.43510437e+14 -2.84718830e+15 -1.57553639e+14\n", - " -2.17165057e+15 -4.69776773e+15 -5.06299495e+14 4.03310717e+14\n", - " -9.12502292e+15 -3.95636695e+15 1.65709310e+15 -1.33921121e+15\n", - " -2.66716187e+15 3.42308237e+14 -1.12745428e+15 -1.38548131e+15\n", - " 2.26499793e+15 -3.64026374e+14 -1.49991018e+15 9.39188058e+14\n", - " -4.51743925e+15 2.87979198e+14 3.78929327e+14 -2.81719691e+14\n", - " -7.76877029e+14 -6.13654008e+14 5.79505758e+14 1.27487944e+15\n", - " -4.14853719e+14 2.00068293e+14 5.92793974e+14 1.98024333e+15\n", - " 1.25619201e+15 3.00275945e+14 -3.26039952e+14 7.14224113e+14\n", - " -2.45908205e+13 8.95142986e+14 -1.60971397e+14 2.06789596e+15\n", - " 1.99533930e+15 1.26588835e+15 1.27614093e+15 7.21002395e+14\n", - " -1.38865560e+15 -1.54907722e+14 1.74152726e+15 -6.48187783e+14\n", - " 4.49392632e+14 3.30886397e+15 -6.92293896e+14 -7.13592803e+14\n", - " 1.11110485e+15 1.18748183e+15 -8.92316521e+14 4.79721985e+14\n", - " 1.97336100e+15 1.95953729e+15 3.21677831e+14 -9.71301241e+14\n", - " 5.54545057e+14 1.28890685e+15 -6.44768343e+14 -7.30964748e+15\n", - " -1.08142532e+15 1.06482972e+15 -2.21659122e+15 -1.56702796e+15\n", - " -1.80025434e+15 4.45981431e+14 -1.30328535e+15 5.72923209e+14\n", - " 6.48394827e+14 3.00817623e+14 -1.08813837e+14 -8.07733736e+14\n", - " 1.21382263e+15 -3.14494736e+14 -1.02615351e+15 -8.76545577e+14\n", - " -9.29254334e+13 1.78193848e+15 8.34266376e+13 -8.24246440e+14\n", - " -2.05882616e+15 -4.83685494e+14 1.92028738e+15 -1.17228875e+15\n", - " 5.88868355e+14 1.30959780e+15 7.42799334e+14 2.32302870e+15\n", - " 9.54800798e+14 -4.39964353e+15 -2.85237454e+15 -4.79446818e+14\n", - " -1.41392273e+15 8.82653682e+14]\n", "Found 1511 total galaxies in catalog for cluster 53335\n", - "[-7.31829562e+14 2.60484622e+15 1.40355443e+15 ... -9.57777171e+14\n", - " 8.21677733e+13 -3.89387591e+14]\n", "Found 928 total galaxies in catalog for cluster 23919\n", - "[ 1.78645796e+15 -9.50589979e+15 4.94180812e+14 -2.14383501e+14\n", - " 2.44445080e+15 6.56193345e+14 -6.46979641e+14 -2.03540403e+14\n", - " -8.97788844e+14 -1.14187809e+15 7.08424527e+14 2.25033761e+15\n", - " -2.44847261e+15 -1.07683625e+15 2.01207143e+15 4.04345291e+15\n", - " 1.78850994e+15 -1.61505146e+15 2.54889389e+15 -6.44852962e+14\n", - " -2.80191715e+15 4.37198719e+15 -4.87414587e+14 8.66031257e+14\n", - " -4.11829465e+14 -6.08897233e+14 3.08018053e+15 -6.66903286e+15\n", - " -4.52921373e+14 2.57337273e+15 1.45991295e+15 -5.05934561e+15\n", - " -1.48709768e+15 2.99335189e+14 2.06572789e+15 1.02773304e+15\n", - " 1.49202887e+15 3.11985582e+15 -1.17433601e+15 5.99611788e+14\n", - " -2.62526323e+15 -1.09243339e+15 -1.26210987e+14 -1.23980461e+15\n", - " -5.21658418e+14 8.17580149e+14 7.38245937e+14 7.13746737e+13\n", - " -6.63034077e+15 -2.81237495e+15 -8.15955345e+14 -2.55964254e+15\n", - " 8.09835532e+15 -7.57168611e+14 -2.22498963e+15 -4.98084470e+15\n", - " 1.12053056e+15 -2.13707559e+15 8.49915286e+13 -1.61039479e+15\n", - " 5.32128387e+14 2.20801078e+15 -2.53372939e+15 -1.93693520e+14\n", - " -3.84534135e+15 1.20785562e+16 1.76605117e+14 2.01657853e+15\n", - " -1.52013078e+15 -6.14108574e+15 -1.14446790e+15 3.54125516e+15\n", - " 5.41166202e+14 9.32634109e+14 1.04932962e+15 1.06831607e+15\n", - " -8.70126532e+14 2.34480027e+15 -4.78070506e+14 8.80110505e+14\n", - " 4.25014917e+15 -1.61081248e+13 -3.58115410e+14 -2.24910545e+15\n", - " 4.44944157e+15 -2.16797188e+15 9.64199416e+14 3.61722157e+15\n", - " 7.06223491e+15 5.85854952e+15 5.40174665e+15 -5.13222235e+15\n", - " 7.63233762e+15 -3.88474312e+14 1.70737688e+15 -2.20890947e+15\n", - " 3.86104235e+15 2.31481865e+13 8.86480615e+14 -9.66057010e+13\n", - " 2.37521150e+15 1.57041003e+15 -7.44396802e+14 -4.42587835e+14\n", - " -1.93610258e+15 -5.02542058e+14 4.08972917e+14 5.61492849e+15\n", - " -2.30832900e+15 -7.14395638e+14 -4.42726149e+14 -1.09911579e+15\n", - " 3.84897236e+15 2.17184398e+15 2.49712916e+15 -5.58051571e+14\n", - " -2.18034457e+15 -1.34527335e+15 2.20456461e+14 -1.48279594e+14\n", - " -5.12007389e+14 -8.35772437e+15 -3.05145309e+15 -3.38895258e+15\n", - " 1.20695731e+15 1.99193452e+15 -1.38424221e+15 2.18882134e+15\n", - " 2.83883301e+15 8.32259599e+14 -7.75134045e+14 4.03087883e+15\n", - " -5.66943346e+15 2.86944539e+15 -1.95176595e+15 2.65744776e+14\n", - " -3.11758190e+14 1.16600620e+15 -5.01299789e+14 2.12685826e+15\n", - " 9.11983906e+14 8.76100398e+14 -2.41541294e+15 -2.38762351e+15\n", - " 5.23689921e+15 -7.44748056e+15 -3.77875756e+15 -4.06948374e+15\n", - " 1.91857583e+15 -2.87011352e+15 -2.72148521e+15 -3.83692862e+15\n", - " -5.25348002e+15 -5.66462242e+13 2.83232312e+15 -2.67242841e+15\n", - " -6.29839861e+14 -1.56355563e+14 -4.05388143e+14 6.03597378e+15\n", - " -1.75951943e+14 1.04615970e+15 2.01097118e+15 3.84687259e+15\n", - " 3.17638484e+15 2.53543625e+15 3.93189655e+15 -3.59515315e+15\n", - " 2.44213901e+14 -2.59041779e+15 -1.15971936e+15 -4.56467464e+15\n", - " 1.52629476e+13 2.78606478e+14 2.45789018e+14 -5.55672322e+15\n", - " 4.08273492e+15 -7.10900019e+14 -1.58781021e+15 1.27876810e+15\n", - " -5.90601905e+15 -4.32683928e+15 -1.16595636e+14 -9.10506625e+14\n", - " -4.65972041e+15 -3.09327819e+15 -2.93789418e+15 4.72234436e+15\n", - " -2.73421202e+15 1.07963425e+15 1.40807716e+15 -8.05721850e+15\n", - " -1.10380588e+15 3.45730302e+15 8.28060653e+14 -3.82338589e+14\n", - " 1.52783811e+15 -2.42851804e+15 -2.13596980e+15 -9.75033270e+14\n", - " -1.83282340e+14 -1.01308945e+15 3.61607233e+14 1.05364192e+15\n", - " -3.38717952e+15 5.92294339e+14 -6.11799481e+13 -4.45527656e+14\n", - " 1.89488995e+15 2.59118031e+15 6.91092679e+14 -6.27141128e+15\n", - " 6.87017061e+14 8.12954649e+14 1.21229729e+15 -3.99702068e+13\n", - " 1.43416197e+15 -8.79022142e+14 1.62405806e+15 -2.85043037e+15\n", - " -8.78539538e+14 5.48900756e+15 -3.76584940e+14 4.20082972e+15\n", - " 1.32645777e+15 7.65901653e+14 -3.45855301e+13 -3.21664850e+15\n", - " -3.04310295e+15 -7.02813342e+12 2.40392619e+15 -1.38308700e+15\n", - " -5.70585000e+14 -7.79014272e+14 -2.04413170e+14 -4.31264619e+14\n", - " -2.19326326e+15 -3.77522436e+15 -1.97208073e+15 6.58023968e+14\n", - " -2.63934311e+15 6.88387031e+14 1.19575658e+15 -2.90787051e+15\n", - " -5.26160844e+14 4.62344783e+13 2.47161375e+15 -1.84414663e+14\n", - " -1.89974026e+15 1.91214162e+15 2.48415250e+15 3.84897184e+14\n", - " 3.88169011e+15 7.17081728e+15 -5.22218904e+14 1.08738856e+15\n", - " -5.39614181e+15 4.85579492e+14 2.86151734e+15 5.52465910e+14\n", - " 2.30843333e+13 -1.65408879e+15 -5.09242920e+13 6.27696525e+14\n", - " -3.45820850e+14 3.75561453e+14 4.82034983e+14 -2.06161884e+14\n", - " -1.97488527e+15 -1.38652590e+14 2.83892733e+15 2.49548618e+15\n", - " -1.94091875e+15 -1.15001434e+15 5.81990042e+15 -5.84181223e+14\n", - " 5.32363912e+15 -1.54549545e+15 -8.88731344e+15 2.03079105e+15\n", - " -3.57765640e+15 -2.11127731e+15 2.16626443e+15 6.14488169e+14\n", - " 6.23663660e+15 -9.64346902e+13 -8.78526639e+14 -1.88715898e+14\n", - " 4.28306411e+15 1.55275313e+15 -1.83528130e+15 5.97548121e+15\n", - " 3.65249693e+15 2.82039268e+15 -4.15652382e+14 2.09678590e+15\n", - " -1.61529330e+15 5.44766207e+15 5.61571010e+15 -1.44206827e+15\n", - " 1.50484807e+15 -1.49827763e+15 -2.14837857e+15 1.07930765e+15\n", - " 5.26913878e+14 -6.93904141e+14 1.31165743e+15 -5.37634021e+14\n", - " -5.30966978e+15 1.08385803e+15 5.35485098e+15 7.88365196e+14\n", - " -2.51213894e+15 -6.66426745e+14 3.14027184e+15 -5.29931104e+14\n", - " -2.45014322e+14 -2.88843029e+14 -2.72336291e+15 2.33051287e+15\n", - " -1.28585877e+15 -4.32786170e+15 4.68361367e+14 -2.08060107e+15\n", - " 2.15216689e+15 2.76158397e+15 3.82091594e+15 3.11204951e+15\n", - " -7.37939908e+14 -1.69942911e+15 -1.73143261e+15 1.16442035e+15\n", - " 3.03447512e+14 1.19728025e+14 4.53512508e+14 -2.57512002e+14\n", - " 1.33393022e+15 -2.11521352e+15 4.39184114e+14 6.57631393e+14\n", - " 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1.69277078e+15 1.81052227e+15 -1.60850670e+15\n", - " 7.92640614e+14 -5.27174176e+15 -2.27551365e+15 2.04539091e+15\n", - " -2.17101899e+15 -1.93855104e+14 -4.43557458e+15 -8.98535228e+14\n", - " 1.95057088e+15 -1.70147437e+15 1.01412729e+14 -4.73412902e+14\n", - " -7.22833916e+14 -1.22621876e+15 -1.11161856e+15 -1.06312375e+15\n", - " 4.96750166e+15 1.09546043e+15 -6.15695240e+14 -2.19889474e+15\n", - " -6.38335967e+14 6.64270125e+14 -1.58845203e+15 -1.04730887e+15\n", - " -1.44133095e+15 3.40170420e+14 7.20564084e+14 -2.09902873e+14\n", - " -1.05159809e+15 -1.57451189e+14 -4.45815376e+14 -2.76799091e+14\n", - " 5.61910155e+15 -6.08933548e+15 5.17034264e+15 -1.24560989e+15\n", - " 2.58900577e+15 1.09292631e+15 -6.04095751e+14 -1.63495962e+15\n", - " 3.08129445e+15 7.61905252e+14 -3.55862718e+14 3.18021059e+15\n", - " -5.55590845e+13 -1.24049401e+15 1.71831609e+14 2.96319204e+15\n", - " 4.89568874e+15 2.59899371e+15 3.33503287e+14 4.53412158e+15\n", - " 7.75691611e+15 3.88608703e+14 2.29577285e+14 7.57378397e+14\n", - " -4.17149481e+14 -3.09140301e+14 1.27998629e+15 2.75823771e+15\n", - " -4.36958451e+15 -2.44905983e+15 2.68215917e+15 1.65128771e+15\n", - " -2.42675455e+15 -1.13935585e+15 1.09946467e+15 1.96322097e+15\n", - " 6.08134324e+15 6.43459918e+14 -1.72918176e+15 -6.55589521e+15\n", - " -5.59388664e+14 -1.11740508e+16 1.08481389e+15 6.60327166e+14\n", - " -3.22997929e+15 -1.29690586e+15 -3.44500173e+15 -2.34080607e+15\n", - " 3.21078000e+15 3.81265679e+15 4.57199961e+15 1.50139919e+14\n", - " 4.19581197e+14 3.51916738e+15 2.60247270e+14 3.87727646e+15\n", - " -2.11247558e+14 4.50543569e+15 3.13758491e+15 1.77425430e+14\n", - " -1.29679585e+15 -2.00775877e+15 1.86931544e+14 1.91312856e+14\n", - " -1.10729811e+15 6.00109513e+14 -4.25120988e+14 2.47641005e+15\n", - " 7.38742457e+14 1.43303700e+15 -3.41977627e+15 -7.98188664e+14\n", - " 1.14315701e+15 -2.68737822e+15 1.66439479e+15 -1.05925971e+15\n", - " -3.91456910e+14 6.05786069e+14 1.71912432e+14 -1.24511543e+15\n", - " 1.98571744e+15 -2.53838409e+15 1.70446402e+14 -2.51770608e+15\n", - " -7.28875758e+14 -6.69255958e+15 4.83819438e+15 -1.80234437e+15\n", - " -5.29802999e+15 2.34805690e+15 -1.44905060e+15 -9.75946009e+15\n", - " -3.64447190e+15 -3.16483323e+15 4.11272303e+15 8.69731069e+15\n", - " -2.05812482e+14 6.53137010e+15 4.90948948e+14 -1.55807773e+15\n", - " -6.24832102e+13 2.95937841e+15 -2.55541533e+15 -3.59194299e+14\n", - " 1.49838512e+15 6.12411811e+14 2.99324777e+14 -1.32419221e+15\n", - " 5.06686471e+14 -8.46530333e+14 1.33458071e+15 2.26026479e+15\n", - " 4.60670832e+14 1.04610289e+15 -1.45789124e+14 1.73488353e+15\n", - " 4.58720639e+14 1.35186607e+15 -4.31682669e+15 -5.56811788e+15\n", - " 7.21834575e+14 -1.25574395e+15 -2.45515213e+15 1.15760075e+15\n", - " 1.98963072e+15 9.12961163e+13 1.74103260e+15 -5.80396899e+15\n", - " 2.66357814e+15 6.35012203e+14 2.75492565e+15 5.09158461e+14\n", - " -5.25280699e+13 -1.54227064e+14 1.73972646e+15 -6.41818461e+14\n", - " 1.79258768e+15 8.52358987e+14 -5.41591681e+14 6.38624443e+13\n", - " 1.05431571e+15 -5.80550681e+14 -1.10512422e+15 -3.66399642e+15\n", - " -4.21721490e+14 8.85381489e+13 1.05981874e+14 -4.46032187e+14\n", - " -1.09353547e+15 1.01275285e+15 -7.53726693e+13 -8.37553695e+14\n", - " -2.32065773e+14 -1.52138902e+15 4.60979722e+14 2.94930500e+15\n", - " 1.57239858e+15 2.05707434e+15 -2.78961770e+15 -1.00125977e+16\n", - " -8.37391479e+14 6.42184312e+14 1.14256324e+14 1.53806678e+14\n", - " 2.14788672e+15 6.74458119e+13 -3.95032754e+14 -2.53638513e+15\n", - " 4.92381420e+14 -2.72566226e+14 -1.27596379e+15 3.37136263e+14\n", - " 1.24872455e+15 6.84924333e+14 4.84911895e+14 9.57186676e+14\n", - " 3.45414966e+15 7.21664903e+14 3.36541155e+13 5.81546693e+15\n", - " -5.89918016e+14 -2.43368253e+15 -3.76399430e+14 -3.23820131e+14\n", - " -1.28268448e+15 -2.01275296e+15 -3.86889446e+14 -2.18845746e+15\n", - " 2.04583883e+15 8.42918711e+13 3.63219673e+14 2.16224391e+15\n", - " -1.17958066e+15 -3.67087228e+14 -7.90795865e+13 -1.73362684e+15\n", - " -2.22133158e+15 -3.31940898e+15 -7.77925080e+13 -8.44933083e+14\n", - " -4.12509737e+14 5.13375340e+14 3.44312572e+15 1.26028240e+15\n", - " 2.53999583e+15 1.82151793e+15 -1.73522340e+15 -1.08852610e+15\n", - " 2.41660489e+15 -3.81115284e+15 2.90626150e+15 -1.34035077e+15\n", - " 9.87249316e+14 -9.60685240e+14 5.14439656e+14 3.06762663e+14\n", - " -2.41439480e+15 6.56946401e+14 -1.77994779e+15 1.26570625e+15\n", - " -1.26534836e+15 6.35470694e+14 -1.81577180e+15 1.83338359e+15\n", - " 6.65966918e+14 -1.81059809e+15 -1.45325286e+15 1.22198436e+15\n", - " -9.83211048e+14 1.73120550e+13 1.10947367e+14 8.76135548e+13\n", - " 1.54819594e+14 -4.69575761e+14 -3.83844254e+15 8.71364416e+14\n", - " -2.32674636e+15 -9.67748545e+14 -2.78246659e+15 6.18833630e+15\n", - " 2.53491664e+15 -9.57196573e+14 1.05167707e+15 -3.00065056e+15\n", - " -2.35899335e+15 -4.23595307e+14 -1.97827869e+15 7.15271873e+13\n", - " -4.19695108e+14 1.75906038e+15 1.30564455e+15 -2.84807493e+15\n", - " 5.29071290e+15 9.27411732e+14 4.91100499e+14 -3.54444902e+13\n", - " -8.51154578e+14 1.47542538e+15 1.27338409e+15 7.45592668e+15\n", - " -7.59247554e+14 -1.76405366e+15 6.86648392e+14 6.30752584e+14\n", - " -4.16987359e+14 -4.09235932e+14 -2.56164627e+15 -1.99596595e+15\n", - " -9.24850433e+14 2.58815738e+15 1.35276641e+15 6.81150550e+14\n", - " 1.72708990e+15 -6.22701515e+14 -1.52480032e+14 1.18357869e+15\n", - " -6.94030030e+14 3.92790718e+14 -6.83707865e+14 5.24179499e+14\n", - " 2.65922636e+15 -1.33213755e+15 -9.11239077e+14 7.11604393e+14\n", - " -5.73490679e+14 -8.97437010e+14 1.71167476e+15 1.53347202e+15\n", - " -3.47295923e+15 -2.38547431e+15 2.01770619e+15 -7.73200862e+14\n", - " -1.20580705e+15 2.93826163e+15 1.04897120e+15 -1.67543336e+15\n", - " 4.44637093e+15 4.55147244e+14 -2.39542316e+15 -1.32983728e+13\n", - " -1.53701061e+15 7.53460197e+14 4.70434912e+14 2.62173863e+14\n", - " -8.66418870e+14 -2.20950811e+14 -1.25407358e+15 -2.73113365e+15\n", - " 9.10039553e+14 2.15522911e+15 1.96736152e+14 -1.02776152e+15\n", - " 1.23966692e+15 -1.88147048e+15 -3.84733876e+15 3.42363239e+15\n", - " 2.86404873e+15 -6.32243627e+14 -1.48349188e+15 8.73702320e+14\n", - " -3.73034437e+14 1.18599974e+14 3.16225442e+15 -2.08398196e+14\n", - " -1.34147848e+15 -1.17089479e+15 -6.74799432e+14 -1.83272532e+15\n", - " -1.09414964e+15 -2.17791946e+14 -6.96083677e+14 8.59996705e+14\n", - " 1.02387450e+15 4.72851791e+14 1.16180260e+14 -7.64318503e+14\n", - " 2.91228874e+13 2.57484010e+15 1.98364380e+15 -4.00506363e+14\n", - " 2.46492004e+15 1.04386469e+15 -1.47643382e+15 -2.67782723e+15\n", - " 8.71031377e+14 2.29977883e+15 -8.58253306e+14 -9.85268998e+14\n", - " 5.26773501e+14 1.45762425e+14 3.48967578e+15 6.49039560e+14\n", - " -3.71989251e+13 -2.59253702e+14 5.22205775e+14 -1.96002825e+15\n", - " 4.52653351e+14 -6.07252144e+14 1.90463204e+15 9.83579393e+14\n", - " -8.58536756e+14 1.91646246e+15 -6.36179524e+14 -2.51971816e+15\n", - " 1.82050211e+15 1.62678489e+15 1.24884198e+15 1.18872549e+15\n", - " 2.64968117e+15 1.31016172e+15 3.40709874e+14 -5.20381562e+14\n", - " 3.92717004e+15 1.69305551e+15 1.79563328e+15 -1.96333183e+15\n", - " 2.88242115e+14 -1.14339513e+15 -9.43969565e+14 1.29157831e+15\n", - " 5.59301838e+14 -2.49847731e+15 -1.79953921e+15 -1.72085417e+15\n", - " 1.13443438e+15 1.27503506e+15 -1.73961209e+15 5.44757825e+13\n", - " -1.60906120e+15 -2.20550173e+15 -7.21010309e+14 3.59627305e+15\n", - " -1.82349974e+15 -1.21956941e+14 -1.05983758e+15 -1.73141982e+15\n", - " -6.49697258e+14 -6.19109584e+14 -1.68509436e+14 7.79211586e+14\n", - " 1.56390707e+14 6.30240333e+14 -1.41048278e+15 1.17899007e+15\n", - " 1.80530017e+15 -3.28833279e+15 -2.83568613e+15 4.70706166e+14\n", - " -5.28364945e+14 -1.67097177e+14 -2.03422858e+15 1.38788604e+15\n", - " 1.93957835e+15 1.42755246e+15 1.26781789e+15 7.15288939e+14\n", - " 2.98272409e+15 -1.40447399e+15 -4.34493165e+14 7.62531291e+14\n", - " 9.08074051e+14 5.70240466e+13 1.79219368e+15 -1.49683815e+15\n", - " 1.68426348e+15 -1.95006856e+15 -6.62974677e+14 -1.71813588e+15\n", - " 1.89178143e+15 1.30353557e+14 -2.52740600e+14 6.26260382e+14\n", - " -1.60341732e+14 -5.42823564e+14 7.46134933e+14 -5.78032224e+14\n", - " 1.35302762e+15 1.72163476e+14 2.52421638e+15 -3.32468267e+11\n", - " -1.37005834e+15 -1.46434742e+14 5.62837749e+13 7.53408231e+14\n", - " -7.09804761e+14 1.80149808e+14 1.93878264e+15 -7.62267555e+14\n", - " -3.46679635e+14 2.85968967e+14 -4.32929061e+14 -8.95116802e+14\n", - " -4.33051795e+13 1.78168750e+15 -5.65386571e+14 -8.02669709e+14\n", - " 7.76727238e+14 -1.06089574e+15 -7.68559347e+14 8.40284677e+14\n", - " -6.74401018e+14 3.50202913e+14 6.63675455e+14 1.12150149e+15\n", - " 1.56507239e+15 -1.39111059e+15 9.17355114e+14 -2.24675287e+14\n", - " 5.79583231e+14 5.20166043e+14 3.38478813e+14 -1.09754122e+15\n", - " -1.37636485e+14 -1.12013650e+14 -5.14193148e+14 6.62504398e+14\n", - " -1.12776876e+14 -7.34046291e+14 1.31192496e+15 1.39963058e+15\n", - " 7.67350069e+14 -5.71292906e+13 -7.54816658e+14 2.19673248e+14\n", - " 7.29641024e+14 -5.03839384e+14 -6.31459565e+14 3.41045049e+14\n", - " 1.23153014e+15 -1.33826066e+15 8.18746445e+14 -1.48122763e+15\n", - " -1.44889066e+14 -3.70928504e+14 -5.12520195e+14 9.45769177e+14]\n", "Found 4012 total galaxies in catalog for cluster 16567\n", - "[ 8.33226103e+14 4.16475920e+14 -9.58960965e+14 ... -1.48645954e+14\n", - " 9.27488451e+13 -5.65004360e+14]\n", "Found 2882 total galaxies in catalog for cluster 41321\n", - "[ 1.49555809e+15 8.19365775e+14 -1.10521613e+15 ... -2.24884495e+14\n", - " 5.63695626e+13 -7.34012298e+14]\n", "Found 791 total galaxies in catalog for cluster 52141\n", - "[-1.05573932e+15 -4.15894055e+15 2.17158312e+14 4.95354784e+15\n", - " -5.17486277e+15 8.00222610e+14 -4.43052636e+15 -1.62688339e+15\n", - " 2.61090673e+15 -2.08387301e+15 -4.55948450e+14 2.95011569e+15\n", - " 2.46205133e+15 5.75885864e+14 -1.91515753e+15 -2.35296471e+14\n", - " -1.00208226e+15 2.10511066e+14 -7.41863614e+14 -9.99844844e+14\n", - " 3.00880418e+15 -5.91937529e+14 -1.12144810e+15 -8.83383880e+13\n", - " -8.29225249e+14 1.82104082e+15 -2.50671541e+14 8.07853757e+14\n", - " -2.84948891e+14 6.33845118e+14 -4.45665453e+14 1.14104999e+15\n", - " 1.62710910e+15 3.25124203e+14 -1.12374547e+15 5.49387642e+14\n", - " 2.63336163e+15 5.20059893e+14 -2.70009001e+15 -7.46800503e+14\n", - " -1.28514786e+15 3.14875695e+14 1.04283451e+15 -6.20244268e+14\n", - " 1.67341545e+14 9.94134837e+14 2.36240838e+14 -3.94411156e+14\n", - " 1.57085368e+14 -2.19560342e+14 -1.02315474e+14 -2.31201552e+14\n", - " 1.37464128e+15 -1.95152542e+14 -1.60417737e+13 -2.12139607e+15\n", - " -5.83059511e+14 5.64650899e+14 2.69345449e+14 -2.95757594e+14\n", - " -1.59793872e+15 -5.41563914e+14 1.09223283e+15 -4.55267061e+14\n", - " 1.71681028e+14 3.34828272e+14 -8.73829834e+12 -2.78755341e+15\n", - " -3.20474535e+15 -6.95031847e+14 7.48155163e+14 2.07471068e+13\n", - " -1.30829423e+15 -7.02902382e+14 6.12679007e+14 -1.21087807e+15\n", - " 4.83103106e+14 3.46342994e+14 -1.77399726e+14 -4.00244126e+15\n", - " 1.22422753e+15 1.94217054e+15 -1.56495839e+15 9.83738167e+14\n", - " -2.17813682e+15 8.32162900e+14 5.49094716e+14 -4.93167311e+14\n", - " -3.53844570e+15 -6.43939822e+14 3.78116023e+15 1.36724283e+15\n", - " 2.64971320e+14 -1.35677219e+15 1.33870091e+15 -1.01374850e+15\n", - " -1.14028086e+15 -8.53348938e+14 6.78793534e+15 8.72443364e+14\n", - " 1.74144258e+15 1.89644590e+15 -5.80119015e+14 7.78724166e+14\n", - " 6.79835497e+14 -2.42527445e+15 -2.95745375e+15 4.62565869e+14\n", - " 1.51697031e+14 -2.56273885e+15 4.05721705e+15 -1.90888571e+15\n", - " 1.96853376e+15 -9.63709191e+14 -1.03407300e+15 -2.23446362e+14\n", - " 4.21516904e+14 1.48291208e+14 1.49490777e+15 -1.42276868e+15\n", - " -1.73565034e+15 -1.27019853e+15 3.06206737e+15 -2.98280351e+15\n", - " -1.43099380e+15 1.66301102e+15 -3.55201370e+14 3.18972473e+15\n", - " 2.00496900e+15 2.49610952e+14 1.64962805e+15 -1.79122226e+15\n", - " -5.28423325e+15 -7.68888915e+15 6.01329351e+14 2.52519637e+15\n", - " -4.08925937e+14 1.25690150e+15 1.53184405e+14 4.10429532e+14\n", - " 9.25874580e+14 -8.36254958e+13 2.24232002e+14 7.64466488e+13\n", - " -1.16979111e+15 2.70846478e+14 6.98744108e+14 3.57608538e+15\n", - " -5.05729825e+14 5.53725401e+15 -1.06729609e+15 1.04926782e+15\n", - " 2.38469331e+15 -5.05826859e+15 9.84875517e+14 8.68683670e+15\n", - " -1.50865244e+15 -1.25328907e+15 1.77717925e+15 -6.92847969e+13\n", - " 2.46240578e+14 5.16079082e+15 -1.67612411e+15 -8.10193143e+14\n", - " 1.91518604e+13 1.42322053e+15 4.42768720e+14 7.00580021e+15\n", - " -9.63386841e+14 1.65418241e+15 6.04737236e+14 1.10752351e+14\n", - " -4.17285242e+15 -3.94033852e+14 2.51747389e+14 -1.77900085e+15\n", - " -1.94846765e+15 -9.59503800e+14 7.53440437e+14 -4.36345833e+15\n", - " -1.98593487e+15 1.48638939e+15 -4.48697459e+15 5.97344287e+15\n", - " -2.28305063e+15 -4.81348723e+14 -7.24786723e+12 1.82481855e+14\n", - " 1.70441835e+15 3.27465441e+15 -9.79361843e+14 -1.06899142e+14\n", - " 6.96978061e+15 -1.21353108e+14 -3.62469910e+15 2.41880140e+14\n", - " 1.21872309e+15 -5.39951155e+14 1.62578501e+15 -9.54835410e+14\n", - " 1.20973129e+15 7.85449606e+14 3.15348907e+13 -1.19832245e+14\n", - " 1.70621637e+15 1.04749153e+15 3.92287648e+15 2.31317186e+14\n", - " 1.18097947e+15 4.71994303e+15 3.19542583e+15 -2.03216527e+15\n", - " 2.99256121e+15 -3.14219252e+15 1.39528820e+15 -4.84111951e+15\n", - " 2.13297862e+14 4.30565016e+14 7.67108284e+14 -5.30298757e+15\n", - " -7.40716658e+14 -3.40669413e+15 1.13443367e+14 -3.41335244e+14\n", - " -1.93742640e+15 7.12310922e+14 -4.95232259e+14 -3.56339741e+15\n", - " 2.17368005e+15 -1.14086803e+15 -2.84950828e+15 -2.13818858e+15\n", - " 1.15821533e+15 6.06171185e+15 5.33041170e+15 4.60819377e+15\n", - " -1.73684041e+15 1.98333445e+14 8.23386912e+15 -8.17447118e+14\n", - " -2.60170851e+15 -4.50052668e+12 2.27816409e+15 1.30631558e+15\n", - " -5.46998084e+15 2.44929237e+15 4.18156182e+14 8.54368234e+14\n", - " -5.18395636e+15 -5.83824559e+14 2.49481828e+15 3.29044281e+14\n", - " -3.16021317e+15 1.43213775e+15 -2.56131787e+15 -3.20881530e+14\n", - " 8.79154577e+14 6.40782778e+14 -4.34228994e+15 -5.98764028e+15\n", - " -2.06912981e+15 -3.88198953e+15 1.53696603e+15 -4.91422151e+15\n", - " -1.00400131e+15 -1.81911889e+15 2.81709163e+15 -9.24192027e+14\n", - " 3.57571231e+15 5.51077557e+15 3.65563849e+15 1.29000885e+15\n", - " -3.98675015e+14 3.02595040e+15 1.29166073e+15 2.12451551e+15\n", - " -1.08653626e+15 -9.42605234e+14 -1.30273556e+14 1.37579663e+15\n", - " -2.87342829e+15 1.99537351e+14 -7.19246095e+14 -2.86407079e+15\n", - " 2.03481635e+14 6.21286149e+14 -1.94937271e+15 -3.24408465e+15\n", - " -2.73057710e+15 -9.11330587e+14 -3.35393753e+14 8.93762488e+14\n", - " 5.52893428e+14 1.03206271e+15 -1.76346073e+15 1.10444190e+15\n", - " 1.87640890e+15 -3.69395736e+15 -1.46435443e+15 1.27490232e+15\n", - " -4.65725802e+15 3.28455582e+15 -6.47319258e+14 -1.97155562e+15\n", - " -8.04924165e+15 -4.56749127e+14 7.88141503e+15 1.09381948e+15\n", - " 2.26594276e+15 1.85081668e+14 1.16421757e+15 7.82360999e+14\n", - " -1.58510262e+15 -1.23466158e+15 -3.52669304e+14 1.85425231e+13\n", - " -3.13008340e+14 9.12334836e+14 -3.01639123e+15 7.90429851e+14\n", - " 5.56208359e+14 9.50042325e+14 8.78564653e+14 1.36455916e+15\n", - " -1.10950481e+15 2.26237851e+15 6.42444770e+14 -5.38652497e+14\n", - " -5.96475925e+14 -5.37497277e+13 9.70177517e+14 -1.41412452e+15\n", - " -3.80312505e+14 -1.55937257e+15 -4.79072697e+14 1.33810965e+15\n", - " 3.61573097e+14 1.80380803e+15 -3.18888169e+15 -1.99199590e+15\n", - " -6.30682052e+15 2.92203071e+15 2.86176753e+15 1.77321757e+15\n", - " 7.56411605e+15 -2.63914772e+15 7.96101813e+13 5.07876347e+15\n", - " -1.77359099e+14 -2.16433276e+15 1.61344383e+15 -4.16081825e+14\n", - " -1.17974486e+15 -2.18136785e+15 5.14241817e+14 1.37243282e+15\n", - 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2.90091529e+15 3.93664770e+14 -1.63241569e+15 -1.26156934e+15\n", - " -1.62180216e+15 2.47211294e+15 8.06055483e+14 2.11787389e+15\n", - " -9.55031417e+14 4.57522999e+14 -1.07899121e+15 -3.04848425e+14\n", - " -1.58919058e+15 -6.54011119e+14 2.53826023e+15 1.19522487e+15\n", - " 1.15399630e+15 4.25030698e+15 2.84313144e+11 2.40089111e+14\n", - " -1.36880488e+15 2.36598420e+15 -9.16504602e+14 -1.38034137e+14\n", - " -3.11667961e+14 -4.42965727e+13 5.75782987e+14 1.06975937e+15\n", - " -1.20893401e+15 -9.71795153e+14 1.15515924e+15 2.28315157e+15\n", - " -1.29819329e+14 4.80638412e+14 1.47495264e+15 -1.79218851e+15\n", - " 1.73421236e+15 -2.16903577e+15 1.03131301e+15 -8.21293414e+14\n", - " -2.27042921e+15 1.22285650e+14 6.53386980e+14 -1.93670544e+15\n", - " -1.78263153e+15 2.93880514e+15 2.99925168e+15 2.80427893e+15\n", - " 3.07257841e+15 -7.69458924e+14 6.28378199e+14 5.16639070e+14\n", - " 1.25934310e+15 -6.92365248e+14 -8.31420362e+14 -1.48727325e+15\n", - " 9.14211736e+14 -3.76632766e+14 -1.66043433e+15 4.23500510e+15\n", - " -4.60169938e+14 -2.29293855e+14 7.71561041e+14 5.62685182e+14\n", - " -2.60245080e+15 1.25894988e+15 7.13812080e+14 3.27781471e+15\n", - " -3.95095322e+15 6.77333346e+14 8.43967561e+14 -2.09844182e+14\n", - " 2.29930842e+14 -2.97664232e+14 6.94677266e+13 1.19721736e+15\n", - " 8.68938725e+14 3.88952933e+15 1.51476112e+15 2.90343578e+15\n", - " -7.66466195e+14 -1.98984327e+15 -2.04705303e+15 2.01198338e+15\n", - " 9.78143492e+14 4.38413752e+14 3.62455062e+14 -1.38295950e+15\n", - " -4.23867045e+13 1.51659099e+15 1.38653355e+15 9.01922383e+14\n", - " 1.22498565e+15 1.17158926e+15 6.13398703e+13 -7.65247665e+14\n", - " 2.44578779e+15 -9.20217305e+14 4.33761878e+14 -5.22339296e+15\n", - " 1.60401434e+15 1.12125283e+15 2.44914654e+15 3.31762541e+14\n", - " -1.06950133e+15 1.03098653e+15 4.39077123e+14 -1.88466239e+15\n", - " 3.94486744e+14 3.86665995e+14 1.16937314e+15 1.62992697e+15\n", - " 1.65093383e+14 9.23527133e+14 -1.03492958e+15 -1.91447720e+15\n", - " -6.52098913e+14 -1.20190534e+15 6.95971704e+14 1.13292771e+15\n", - " -7.77772733e+14 3.45769822e+14 4.70114483e+14 3.71331356e+15\n", - " 1.72844390e+15 2.26719667e+15 -8.33049720e+14 -6.89694634e+14\n", - " 2.22200442e+15 -6.81101702e+14 -6.62831069e+14 -7.21675759e+14\n", - " 4.88159094e+14 2.78715154e+15 1.05837920e+15 4.57841126e+14\n", - " -2.29785824e+15 -6.75953948e+13 4.17423638e+14 2.41941842e+14\n", - " -4.37728026e+15 -2.62595194e+14 -1.79558838e+14 -5.72337926e+14\n", - " 1.47117968e+15 -5.42844731e+14 -1.89688221e+15 -8.55143541e+14\n", - " -4.66269752e+15 1.27203245e+15 8.70064233e+14 2.14507934e+15\n", - " -2.12050880e+14 -4.12535219e+13 2.07613025e+15 6.33264929e+14\n", - " 3.27000200e+14 -1.02767850e+15 -3.34952214e+14 1.00385769e+14\n", - " -2.96592727e+14 2.13767872e+14 -6.46606060e+14 2.96279404e+15\n", - " 2.15244276e+15 -2.17948869e+15 -1.59968377e+15 1.89945817e+15\n", - " 2.60485102e+15 9.26668003e+14 1.06780494e+15 1.87897190e+15\n", - " -9.19143487e+14 1.01318347e+15 8.17496698e+14 -8.64217775e+13\n", - " 8.78208694e+14 2.68260101e+14 3.22450976e+14 7.09758805e+14\n", - " -3.57034437e+14 2.20391226e+15 1.40459195e+15 1.61581322e+15\n", - " 2.61719724e+15 1.16956506e+15 -6.12130887e+14 8.62660604e+14\n", - " -1.07596607e+15 -2.32866531e+14 5.35415231e+13 -1.25472860e+15\n", - " -9.42087239e+14 3.12672918e+15 -1.22840391e+15 -1.61783932e+14\n", - " -2.23136007e+15 -6.99586839e+14 -1.71058799e+15 -2.08954966e+15\n", - " 1.25514186e+15 -1.96062641e+13 -8.08381861e+14 2.81464721e+15\n", - " 1.03835345e+15 3.63048237e+15 -1.06907703e+15 -1.45881219e+15\n", - " 6.18775975e+14 7.73494014e+14 2.22838421e+14 -1.90470829e+15\n", - " 3.50517166e+14 -1.21367455e+15 1.44968204e+15 -3.28224863e+14\n", - " -1.28316552e+15 -1.83303440e+15 6.14037220e+14 2.32141559e+15\n", - " 1.25560181e+15 7.03600777e+14 9.80233642e+14 -1.98904529e+15\n", - " -3.03238731e+15 -3.11761304e+15 1.88320965e+15 7.92011292e+14\n", - " -1.31509821e+15 -5.73352788e+14 7.95811235e+14 -6.61512553e+13\n", - " -5.84329090e+14 1.78169346e+14 -1.17458161e+15 4.07207935e+15\n", - " -1.21819686e+15 -7.23584896e+14 1.81748088e+14 -3.68984688e+14\n", - " -7.32232630e+14 1.12067628e+15 -2.31139275e+15 -2.89105565e+14\n", - " 9.18349481e+14 -8.77144547e+14 -8.80502794e+14 -3.72827533e+14\n", - " -4.21201249e+14 -1.45980983e+15 1.27247581e+15 -5.17263100e+13\n", - " 1.52422799e+15 1.37932996e+14 1.40981144e+15 -2.20217997e+15\n", - " -2.24231890e+15 5.46818505e+14 1.53493571e+14 -1.37467894e+15\n", - " -1.59021655e+15 -2.39323101e+15 1.16947525e+15 5.29174688e+14\n", - " 2.07440012e+15 -5.48722295e+14 -1.05961144e+13 4.07250518e+14\n", - " -2.95236609e+15 2.59898013e+15 -1.17798128e+14 -9.07663397e+13\n", - " 2.06724071e+15 -1.78575925e+15 2.79084576e+14 7.47127786e+14\n", - " -2.43052722e+15 3.01710440e+15 -3.93688911e+14 -1.63637203e+15\n", - " 1.25284502e+15 -2.77530622e+15 -6.14963239e+14 -1.17909781e+15\n", - " -1.58328069e+15 -2.70748193e+14 1.27050707e+15 2.36824386e+15\n", - " 1.04553053e+15 1.94175455e+15 8.97906452e+14 2.29460988e+15\n", - " 8.66302370e+14 -1.19801348e+14 1.86707323e+12 -4.29191287e+13\n", - " 8.80392934e+14 -9.81671708e+14 -7.31073026e+13 2.60760429e+15\n", - " 1.17786205e+15 -1.83314790e+15 -1.91289887e+15 7.13319584e+14\n", - " 3.06719421e+13 -2.82100377e+14 9.78989502e+14 1.50687962e+15\n", - " 1.10237323e+15 1.81974784e+15 1.51081710e+15 1.52223476e+14\n", - " 7.18447895e+14 4.77540016e+14 -5.92338717e+14 2.69240089e+14\n", - " -3.78661752e+14 -3.38452945e+15 2.11617230e+15 9.36179786e+14\n", - " 5.89149923e+14 8.54039196e+14 -1.03358501e+15 -1.96700231e+15\n", - " -9.24163661e+14 1.40521730e+15 -2.06074755e+15 2.50674679e+15\n", - " 5.26268380e+14 1.92034352e+15 -1.81692656e+14 -1.12013446e+14\n", - " -3.09821316e+15 -5.70689819e+14 6.85155251e+14 -4.40591874e+14\n", - " 1.44034826e+13 -6.03432209e+14 1.69416625e+14 -1.33475279e+14\n", - " -7.39080365e+14 -1.09039420e+15 6.56487610e+14 -5.15724894e+15\n", - " -6.45590111e+14 -3.54727104e+13 1.25865851e+15 -2.62357263e+14\n", - " -1.02533371e+15 4.85354073e+14 6.85972045e+13 -5.55285265e+14\n", - " 5.24885777e+14 1.12166356e+15 5.38609994e+14 2.62132521e+14\n", - " -2.11340702e+14 7.58383039e+14 -1.33079877e+15 -1.02105892e+15\n", - " -6.82283591e+14 -1.27290069e+15 -9.43179650e+14 4.62616676e+13\n", - " 6.16171729e+14 6.31456232e+14 1.10113582e+15 -4.25226427e+13\n", - " 6.27937056e+14 -1.58295375e+14 2.65243473e+15 1.07490484e+15\n", - " 9.54096276e+14 5.34331986e+14 -8.20115915e+14 5.16300307e+13\n", - " 1.36679001e+14 -6.51799877e+14 -6.12094126e+13]\n", "Found 3045 total galaxies in catalog for cluster 52451\n", - "[ 3.04693807e+15 7.07067008e+14 1.87915907e+14 ... -9.65256746e+13\n", - " 1.89603870e+14 2.65603224e+14]\n", "Found 1697 total galaxies in catalog for cluster 51057\n", - "[ 7.28980276e+14 -3.73087099e+15 -4.87428420e+14 ... 4.88558592e+14\n", - " 8.94190415e+14 -4.07892435e+14]\n", "Found 2968 total galaxies in catalog for cluster 14210\n", - "[ 7.91970374e+14 6.20359566e+14 1.15626788e+15 ... -5.68323675e+14\n", - " 4.03226077e+14 -2.12972159e+14]\n", "Found 3194 total galaxies in catalog for cluster 33410\n", - "[-2.26554926e+15 -4.44020068e+14 9.36153893e+14 ... -8.34256174e+14\n", - " 3.08709511e+14 -6.68186244e+14]\n", "Found 3816 total galaxies in catalog for cluster 78132\n", - "[-1.80128580e+15 -7.97308676e+14 2.68151324e+14 ... -5.75719005e+14\n", - " 3.92844454e+14 -7.02247444e+14]\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "cluster_z and type 0.49929956 \n", - "cluster_z and type 0.64601874 \n", - "cluster_z and type 0.6410095 \n", - "cluster_z and type 0.6587467 \n", - "cluster_z and type 0.8156214 \n", - "cluster_z and type 0.6254669 \n", - "cluster_z and type 0.8727886 \n", - "cluster_z and type 0.5422798 \n", - "cluster_z and type 0.77666825 \n", - "cluster_z and type 0.33334264 \n", - "cluster_z and type 0.72671944 \n", - "cluster_z and type 0.46572214 \n", - "cluster_z and type 1.035111 \n", - "cluster_z and type 0.9868597 \n", - "cluster_z and type 0.48154548 \n", - "cluster_z and type 0.34901306 \n", - "cluster_z and type 0.660803 \n", - "cluster_z and type 0.5489526 \n", - "cluster_z and type 0.5732822 \n", - "cluster_z and type 0.48545152 \n", - "cluster_z and type 0.48073718 \n", - "cluster_z and type 0.5205169 \n", - "cluster_z and type 0.45513922 \n", - "cluster_z and type 0.37233016 \n", - "cluster_z and type 0.72563916 \n", - "cluster_z and type 0.25462273 \n", - "cluster_z and type 0.549555 \n", - "cluster_z and type 0.71684 \n", - "cluster_z and type 0.56993246 \n", - "cluster_z and type 0.6154449 \n", - "cluster_z and type 1.0356219 \n", - "cluster_z and type 1.0020661 \n", - "cluster_z and type 0.23431362 \n", - "cluster_z and type 0.5927657 \n", - "cluster_z and type 0.6087652 \n", - "cluster_z and type 0.6046681 \n", - "cluster_z and type 0.50011617 \n", - "cluster_z and type 0.593976 \n", - "cluster_z and type 0.8731144 \n", - "cluster_z and type 0.592247 \n", - "cluster_z and type 0.43162814 \n", - "cluster_z and type 0.51871866 \n", - "cluster_z and type 0.34493634 \n", - "cluster_z and type 0.43753046 \n", - "cluster_z and type 0.6061629 \n", - "cluster_z and type 0.71660864 \n", - "cluster_z and type 0.8984475 \n", - "cluster_z and type 0.86106193 \n", - "cluster_z and type 0.57198143 \n", - "cluster_z and type 0.48342547 \n", - "cluster_z and type 0.24044088 \n", - "cluster_z and type 0.6384199 \n", - "cluster_z and type 0.45206454 \n", - "cluster_z and type 0.7653682 \n", - "cluster_z and type 0.4100084 \n", - "cluster_z and type 0.9812018 \n", - "cluster_z and type 0.99775815 \n", - "cluster_z and type 0.8671669 \n", - "cluster_z and type 1.0477397 \n", - "cluster_z and type 0.49412334 \n", - "cluster_z and type 0.596166 \n", - "cluster_z and type 0.9101417 \n", - "cluster_z and type 0.5932099 \n", - "cluster_z and type 0.7193937 \n", - "cluster_z and type 0.653051 \n", - "cluster_z and type 0.53016365 \n", - "cluster_z and type 0.46268275 \n", - "cluster_z and type 0.84439105 \n", - "cluster_z and type 1.1292421 \n", - "cluster_z and type 0.28674597 \n", - "cluster_z and type 0.7892001 \n", - "cluster_z and type 0.5305519 \n", - "cluster_z and type 0.62169576 \n", - "cluster_z and type 0.61630654 \n", - "cluster_z and type 1.0183831 \n", "Process 0 done reading\n", "Overall pair count = 200603\n", "Collecting data for cluster 0\n", "Found 2851 total galaxies in catalog for cluster 11\n", - "[-3.04929547e+15 3.58125685e+14 3.34425660e+15 ... -4.50544427e+14\n", - " -1.14579928e+14 -4.62921605e+12]\n", "Found 2456 total galaxies in catalog for cluster 827\n", - "[-1.33703882e+15 5.80446548e+14 -4.81580384e+14 ... -1.75084206e+14\n", - " -8.41406706e+14 5.36018298e+14]\n", "Found 2413 total galaxies in catalog for cluster 1985\n", - "[-1.01339609e+15 -2.22736476e+14 -4.40678920e+13 ... -8.07182716e+14\n", - " -1.06925627e+15 9.91306476e+13]\n", "Found 2346 total galaxies in catalog for cluster 1632\n", - "[-1.19264261e+15 -2.29808619e+15 -2.10041674e+14 ... -3.43920385e+14\n", - " -2.29902410e+14 7.11126982e+14]\n", "Found 891 total galaxies in catalog for cluster 2453\n", - "[-9.61039928e+13 -7.67394904e+14 -1.43719223e+14 -8.22134461e+14\n", - " -2.90735736e+14 -4.93221770e+14 2.45026692e+14 -1.93210914e+15\n", - " -1.89443268e+15 5.83861530e+14 -1.14858122e+15 -2.43468498e+15\n", - " 3.18216393e+14 -1.23393815e+15 2.86750359e+15 1.98407861e+15\n", - " 2.16578425e+15 -7.47102584e+14 -3.08259379e+15 1.04433379e+15\n", - " 1.76687222e+15 -7.66530205e+14 3.04549404e+15 1.28145207e+15\n", - " 9.73727917e+14 2.04229355e+15 5.70245086e+14 -1.79868550e+14\n", - " -7.16426904e+14 4.96627755e+15 2.18333092e+15 6.14631093e+14\n", - " -7.02431550e+14 -5.33236840e+14 8.85895442e+14 -4.75481875e+15\n", - " 2.79294809e+15 6.51824220e+15 -3.44246822e+15 -1.27476972e+15\n", - " 8.60152329e+15 1.72866376e+15 -2.66049176e+15 -1.66133025e+15\n", - " -1.38791323e+14 -1.50850604e+15 5.80586154e+14 6.51746223e+14\n", - " 1.45400749e+15 4.14502361e+15 -5.45506875e+14 1.55249336e+15\n", - " -5.58254640e+15 -1.92099858e+15 -1.41928309e+15 3.22864659e+14\n", - " 2.67830655e+15 -1.35290616e+15 2.54281157e+15 -6.00954536e+15\n", - " 7.31925225e+15 -2.23807212e+15 -8.38892539e+14 2.31049737e+15\n", - " -1.19816534e+15 -3.74325690e+14 -7.98590052e+15 -9.05076715e+14\n", - " -4.44137724e+14 1.22238275e+15 1.74618337e+15 -2.53521733e+14\n", - " 1.04340278e+15 4.46832601e+15 -2.76217491e+15 1.24757697e+14\n", - " -3.78332561e+15 -2.30163099e+14 7.74383910e+15 1.36945404e+14\n", - " -2.98267553e+15 -2.83898073e+15 8.02315406e+14 2.17431525e+15\n", - " 1.58130606e+14 2.10313130e+15 -1.53011453e+15 5.65355894e+15\n", - " -1.71790612e+15 -1.04070011e+15 -3.54963105e+15 5.40654253e+14\n", - " 2.18594986e+15 -5.51124795e+15 -2.93392700e+15 4.80318512e+13\n", - " 1.01349009e+15 -4.86859242e+15 -2.83412099e+15 -8.58087394e+14\n", - " -1.55099161e+15 6.18264061e+14 8.74183333e+14 7.19878647e+15\n", - " -2.86376380e+15 -1.94435626e+15 -3.27584185e+15 5.97944590e+15\n", - " -2.95281959e+15 2.20477322e+13 -2.81091627e+15 -3.48051017e+14\n", - " -1.80479095e+15 5.85858743e+15 -6.27677120e+15 -3.17608781e+13\n", - " 5.73939681e+15 -1.16053222e+15 -1.63914114e+15 4.03831901e+15\n", - " 4.90980280e+14 2.85209865e+14 2.35874495e+15 -2.01010568e+15\n", - " -2.18960566e+15 2.87279869e+15 -2.33591216e+15 8.30731014e+14\n", - " -1.55099935e+14 -3.30668933e+14 -2.62074075e+15 9.22907498e+14\n", - " 1.25775999e+15 4.45302244e+14 -2.64033432e+15 -2.22267587e+15\n", - " 4.20002814e+14 1.14794474e+15 -1.97773273e+15 -1.10875895e+15\n", - " -4.48921127e+14 -1.20117091e+15 1.48984541e+15 -1.21646639e+15\n", - " -3.63502568e+15 -2.97765049e+15 6.97648096e+14 1.72476179e+15\n", - " 2.61758475e+15 3.02770201e+14 -2.19814446e+15 -1.75696638e+15\n", - " -3.47808253e+14 -6.00966731e+14 -2.42010915e+15 -3.55003406e+15\n", - " -2.69934393e+15 -4.14058144e+14 -3.24025515e+15 -7.57462325e+15\n", - " -5.83620189e+15 -7.15795960e+14 -5.46763240e+14 9.42553148e+14\n", - " 1.01211991e+13 2.87707639e+15 -1.20625360e+15 1.68681722e+15\n", - " -9.01433915e+14 -3.40249838e+15 -1.71405131e+15 -3.27445205e+15\n", - " -6.23818091e+14 -2.15668663e+14 1.41486937e+15 4.92925539e+15\n", - " 1.63738559e+15 1.89388428e+15 1.41675667e+15 -2.18492425e+15\n", - " -2.14029955e+15 2.24161896e+15 -1.14810280e+15 2.53939065e+15\n", - " -1.35027015e+15 1.56654213e+15 2.34772367e+15 9.52302083e+13\n", - " 1.12488220e+15 4.72957696e+14 2.32922073e+15 6.42899082e+14\n", - " 1.30747951e+15 1.52401604e+15 1.16143497e+15 4.14466539e+15\n", - " 3.23675434e+14 2.08753684e+15 -1.05817419e+14 -1.70833973e+15\n", - " -2.16501956e+14 1.09299208e+14 -1.78866483e+15 -1.33311497e+15\n", - " -2.87232376e+15 -1.54317829e+15 -3.08342766e+15 -6.17616211e+14\n", - " 9.35538369e+14 -1.36715973e+15 -4.16529173e+15 5.83531849e+14\n", - " -1.48592586e+15 2.68246462e+15 1.89000997e+15 1.77319465e+15\n", - " 6.61375755e+14 -4.48622078e+14 -8.87335954e+14 8.07964872e+14\n", - " 3.79636819e+14 -4.45371888e+14 9.14322560e+14 -9.57892664e+14\n", - " -3.34199646e+14 -2.19926546e+15 5.39905832e+14 -3.00034426e+15\n", - " 2.44864591e+15 1.89284657e+15 -4.72416737e+15 -8.93862798e+14\n", - " -7.75142374e+14 6.48644763e+13 -1.67254873e+15 -1.87127640e+15\n", - " -3.40466982e+15 5.21610988e+14 8.53997797e+14 -5.88640792e+13\n", - " -1.56842710e+14 6.76994090e+14 -1.33054981e+15 -3.87866277e+14\n", - " 5.23686185e+14 1.15196566e+15 1.94107021e+15 4.32200689e+14\n", - " 1.35481571e+15 -1.26618944e+15 -3.94311554e+15 -4.20251266e+14\n", - " 5.03121265e+13 1.99638872e+15 8.71698252e+14 -1.89953703e+14\n", - " 5.26277502e+15 1.66241379e+15 -5.78355832e+14 6.59684300e+14\n", - " 1.10913688e+14 -2.39259047e+14 -4.98519692e+14 1.40753582e+15\n", - " 4.73010663e+15 1.52418478e+15 5.71294013e+14 -2.82056935e+15\n", - " 3.31256436e+14 2.16648378e+14 9.64007897e+14 9.21997310e+14\n", - " -1.61286720e+15 -7.35457826e+14 -6.35402502e+14 -3.13995993e+14\n", - " -1.04181410e+15 3.33092479e+15 -1.75200715e+13 1.12319044e+15\n", - " 1.86812315e+15 -1.90254414e+15 -4.10731708e+14 -2.16586182e+15\n", - " -1.89817122e+15 1.00915685e+15 4.58263234e+15 -2.81106146e+15\n", - " 1.28130395e+15 9.67532708e+14 9.11863515e+13 -6.41176854e+15\n", - " 1.76696617e+15 -3.79329923e+14 1.71009776e+15 -1.57980254e+15\n", - " -1.70018860e+15 -1.43269532e+15 7.35870394e+14 4.83580367e+14\n", - " 3.41189920e+15 -4.37593518e+14 1.47360464e+15 -1.43060817e+15\n", - " 2.18646229e+15 -9.02709089e+14 9.17685893e+14 1.01418870e+15\n", - " -1.04786195e+15 2.71299462e+15 6.55621235e+14 1.53785268e+15\n", - " 1.94467909e+15 -1.96857964e+15 -7.00116508e+14 2.62399093e+15\n", - " 2.11588405e+15 -6.31364183e+14 -1.47233848e+15 1.93042732e+15\n", - " 3.89948826e+14 -9.81785088e+14 8.44862528e+14 -5.15269604e+14\n", - " 2.96474236e+13 2.74838153e+15 -1.87362790e+14 -3.27527586e+14\n", - " -8.60277596e+13 -1.12077004e+15 -8.68456660e+14 1.12605340e+14\n", - " -1.77815778e+15 1.78870317e+14 3.31284353e+12 2.45923376e+13\n", - " -1.97558309e+15 -2.07893695e+15 -6.32004991e+14 -2.81804356e+12\n", - " -1.06607096e+15 -2.98619744e+15 6.37874271e+13 -1.35820079e+15\n", - " -1.39981310e+15 -1.26152554e+15 5.29308260e+14 -1.66333410e+15\n", - " 2.08681893e+13 -1.22331753e+15 -4.89380698e+13 8.68788506e+14\n", - " -4.90654965e+14 2.70301480e+14 4.56694274e+14 -1.97928160e+14\n", - " 4.65856101e+14 2.68204124e+15 -1.62525247e+15 2.53085178e+15\n", - " 2.66328998e+15 5.17388188e+15 2.56189131e+15 2.04790995e+13\n", - " 2.11888088e+15 4.70887000e+14 -2.55762634e+15 -1.30467785e+15\n", - " -1.48599289e+15 4.72353432e+14 -4.28686639e+14 1.40930283e+15\n", - " 3.42541947e+14 1.16230048e+15 2.51458382e+15 -1.98015597e+15\n", - " -1.60593195e+15 -6.98211869e+14 2.92718523e+15 -9.08665305e+14\n", - " -3.46624992e+14 1.95882501e+14 1.15131307e+15 1.15381494e+15\n", - " 1.43467291e+14 -1.36745926e+15 -1.03948564e+15 1.83098490e+15\n", - " 1.19276980e+15 -9.19223024e+14 1.32674871e+15 9.72578479e+14\n", - " 6.58518589e+14 -2.38187424e+15 -3.55058379e+14 -1.32448169e+15\n", - " 7.86419061e+14 7.98865256e+14 -3.37360288e+15 1.44393380e+14\n", - " 5.45874539e+14 -3.56693410e+14 -2.16713602e+14 3.48441078e+14\n", - " 4.61107458e+14 1.73243934e+15 1.81894127e+15 -7.92427648e+14\n", - " 8.49610761e+14 -5.25516743e+14 -6.33059036e+14 -4.69148746e+14\n", - " 3.83764226e+14 -4.70261184e+14 -8.64224307e+14 -1.99317500e+15\n", - " 5.40886191e+14 -1.45384939e+15 -2.27429555e+15 2.43006597e+14\n", - " -1.15411196e+15 1.73298493e+15 -4.57905421e+14 1.01078448e+15\n", - " -1.18958427e+13 -9.70926054e+14 1.31450645e+15 9.78735625e+14\n", - " 1.52818774e+15 6.91035711e+14 1.27991067e+15 1.01036794e+15\n", - " 1.06650692e+15 1.78915213e+15 1.28984318e+15 2.15459757e+15\n", - " 1.27239973e+15 2.75968603e+14 -1.66434671e+15 -1.02622802e+15\n", - " 2.25675422e+15 -1.98842743e+14 -2.98640531e+14 5.40840747e+14\n", - " 7.14971474e+13 1.39320294e+15 -1.09467919e+15 -1.08892547e+15\n", - " -4.49715336e+14 -1.69874729e+14 9.38890933e+14 -4.60714415e+14\n", - " 1.04099647e+15 -3.83755804e+14 -6.84324597e+14 9.78776138e+14\n", - " 2.56608454e+14 -1.54646906e+15 4.92865260e+14 8.78690083e+14\n", - " 3.05162853e+13 -4.65004233e+14 -1.70752033e+15 -4.04324521e+14\n", - " -1.16797342e+14 3.39955151e+15 7.08374870e+14 -1.61429576e+15\n", - " -5.34066148e+14 -1.13986776e+15 -4.33955092e+14 -2.67864471e+15\n", - " 9.26599386e+14 -1.77237403e+15 -6.93598156e+14 -4.36554592e+14\n", - " 5.51603968e+14 1.56097029e+15 3.17249969e+15 -9.11457474e+14\n", - " 1.27858857e+15 1.56744746e+15 -2.09875095e+15 -9.49484448e+14\n", - " -1.80737581e+15 1.32169247e+15 1.56509425e+15 1.75545396e+15\n", - " 9.59779805e+14 8.65588068e+13 2.30295882e+15 -2.77633921e+14\n", - " -1.28406622e+15 7.52907868e+14 -1.63658643e+15 2.45312701e+15\n", - " 1.26192771e+15 4.82265951e+14 2.23746057e+15 2.04014744e+14\n", - " -1.76744014e+14 -5.75948945e+14 -1.06447156e+14 -6.99246036e+14\n", - " 1.60902463e+15 3.70052981e+14 1.01260435e+15 -1.67749137e+14\n", - " -1.29614840e+15 -9.16553203e+13 1.11733974e+15 -7.57108225e+14\n", - " 8.12804114e+14 -3.66055585e+15 -1.43882845e+15 -4.97833187e+14\n", - " 1.56511494e+14 -6.79499414e+14 -5.38778768e+14 4.58330189e+15\n", - " 6.46700079e+14 -4.25645331e+14 -5.34453764e+15 1.52064677e+15\n", - " -3.27250854e+14 -2.73784666e+14 -1.20984800e+15 1.36360573e+14\n", - " 1.34724874e+15 1.84435307e+14 -9.61414072e+14 1.03891152e+15\n", - " 1.51079745e+15 -2.94537963e+14 2.35875715e+15 8.82300208e+14\n", - " -1.55153845e+15 5.51443850e+14 5.57479492e+14 -1.37391643e+15\n", - " 1.28831810e+15 2.68570339e+14 2.33835204e+15 2.43008555e+14\n", - " 2.58004363e+15 1.60263949e+14 2.55299086e+14 -1.12195938e+14\n", - " -1.51597620e+15 -1.77059301e+15 3.02402326e+14 1.62851835e+15\n", - " 7.58670244e+14 1.21681479e+14 -1.65829252e+14 1.07939658e+15\n", - " 3.41651412e+15 5.92609833e+14 -5.56143555e+14 -3.71431689e+14\n", - " -2.14683282e+15 1.88160282e+15 -1.61587629e+15 2.36737393e+14\n", - " 4.21474556e+14 -1.64330164e+14 1.00456281e+15 2.54813951e+14\n", - " -1.46533302e+14 5.97707203e+14 -1.52774259e+15 6.64121790e+14\n", - " 1.00414729e+15 6.64446118e+14 -4.36215838e+15 1.37647225e+14\n", - " -1.30845704e+14 -5.92050984e+14 -1.16436606e+14 -1.79556015e+15\n", - " -7.64361610e+14 5.67758086e+14 1.48077370e+15 4.37990137e+15\n", - " 4.79363937e+14 9.13527945e+14 2.18051384e+14 2.51722249e+14\n", - " -8.93435677e+14 -2.00306288e+15 6.32387393e+13 -1.12961435e+15\n", - " -1.26756456e+14 3.96191111e+14 5.80229303e+15 3.00737290e+14\n", - " -1.91484737e+15 7.36097437e+14 -8.77582796e+14 1.23341733e+15\n", - " -4.53177307e+14 -1.29863834e+14 9.31968190e+14 1.39326925e+14\n", - " 5.59251206e+14 -4.97327884e+14 -1.06050381e+15 8.15560342e+14\n", - " 2.18125819e+15 9.98593489e+14 -2.07982577e+14 8.16192419e+14\n", - " 1.51148233e+15 -2.30237364e+14 -6.92369688e+14 -2.78001866e+14\n", - " -4.18664059e+15 -1.44680740e+15 1.95223553e+14 -2.69686098e+14\n", - " 2.08228197e+15 4.94764125e+14 -1.41163568e+15 -1.65483466e+15\n", - " 2.74111932e+14 -1.77117782e+14 -2.75567666e+14 -1.27575025e+15\n", - " 1.16197297e+15 1.47002705e+15 -4.28564338e+14 1.30934299e+14\n", - " 2.59571754e+15 -8.30637835e+14 5.40211707e+14 1.02751629e+15\n", - " 8.16603319e+13 1.34010595e+15 -1.48482140e+15 6.67536899e+13\n", - " 9.71435885e+14 4.22793144e+15 6.50357990e+14 -5.15000981e+14\n", - " 1.39792095e+15 7.02196588e+15 9.02664847e+14 1.28073462e+15\n", - " 3.89875808e+14 2.08426872e+15 -6.68192253e+14 -5.50032190e+14\n", - " -3.82173402e+13 3.71796871e+13 4.15825292e+14 -9.15640136e+14\n", - " -1.49865947e+14 1.74120644e+15 -6.37736240e+14 4.81353487e+15\n", - " 6.99374857e+14 1.82417818e+15 3.77927353e+14 -8.17046858e+14\n", - " -1.24021277e+15 -7.20728915e+14 1.18007461e+15 5.11898224e+14\n", - " -1.00005594e+14 -1.72570563e+15 1.15867275e+15 1.31377227e+15\n", - " 2.52588549e+13 6.42103751e+15 2.69336011e+14 -2.95211753e+14\n", - " 1.12559433e+15 -1.40696840e+15 -8.36836130e+14 -8.73031714e+14\n", - " 6.93096725e+15 9.01045189e+14 2.07672056e+15 2.52471791e+15\n", - " -9.16474820e+14 -2.14438831e+15 -7.38565354e+14 5.48863641e+13\n", - " 1.87056578e+15 -1.92539291e+15 -1.86283997e+15 3.88881420e+14\n", - " 2.24099456e+15 -6.77355400e+14 3.64321109e+14 9.39518566e+14\n", - " -2.02204812e+15 1.77328438e+15 -6.67496809e+14 3.00320067e+15\n", - " 1.74459802e+14 5.39266967e+14 5.73206454e+14 -3.37302067e+15\n", - " -1.87472331e+14 9.55529960e+14 -1.02720873e+15 -1.63607739e+15\n", - " -8.95724734e+14 4.92693946e+13 -1.89854548e+14 4.10614071e+14\n", - " 2.10280122e+14 1.61414056e+15 1.76324904e+15 -3.00625429e+15\n", - " -6.71292500e+14 -2.07935504e+14 3.20434151e+15 -4.42680788e+15\n", - " -4.27343090e+15 1.02415193e+15 9.34193354e+14 1.59498629e+15\n", - " 2.20586928e+14 8.35544540e+14 -2.36810699e+15 2.01121575e+15\n", - " 9.14006972e+14 -1.05406869e+15 4.85309645e+14 -8.04353270e+13\n", - " 4.92983139e+14 1.08644093e+15 -7.85726043e+14 -7.36198977e+14\n", - " -3.39730291e+15 -2.81508877e+15 -1.67850940e+14 2.28970324e+15\n", - " 2.40022483e+15 5.29441357e+14 1.40288165e+15 -1.52440175e+15\n", - " 1.49387571e+15 -1.12208604e+15 -1.53602548e+15 7.06916001e+14\n", - " 7.87718373e+14 1.18617202e+15 2.06606239e+13 1.10534722e+13\n", - " -6.53130322e+15 -8.27131519e+15 7.36671361e+13 -1.98647706e+15\n", - " -6.98071341e+14 8.74395333e+14 -6.07829911e+15 -1.81700395e+14\n", - " -3.92567706e+15 2.22255936e+15 1.54808767e+15 5.11466282e+15\n", - " -1.63054982e+15 -1.28361510e+15 4.24445497e+15 -6.11062455e+14\n", - " 2.14229946e+13 -1.47370089e+15 5.50336033e+14 -3.97611373e+14\n", - " 3.04355666e+15 -2.81709144e+15 -8.81703353e+14 -2.46168679e+15\n", - " 2.14337458e+15 -1.92083325e+15 1.18065297e+15 5.52290312e+14\n", - " 9.62596658e+14 9.55332985e+14 1.62558282e+15 -1.50579024e+15\n", - " 3.80332021e+15 3.00545280e+15 6.09200774e+15 -2.17592740e+15\n", - " -7.76100706e+14 3.42148665e+14 -1.94970265e+14 9.02447909e+14\n", - " 1.51474972e+15 1.03741178e+14 5.06022305e+14 5.78738095e+14\n", - " 1.60406581e+15 -2.59648445e+14 -3.51532778e+15 9.19882880e+13\n", - " 1.78663485e+15 -4.07867779e+14 2.26102597e+15 6.37221069e+14\n", - " -6.77074817e+15 1.83721761e+13 -7.25306968e+14 1.71164395e+14\n", - " -7.24778410e+14 4.53599692e+15 4.71763801e+12 -1.33347547e+14\n", - " 4.20101286e+14 -2.39365033e+15 -8.02535872e+14 -2.29827352e+15\n", - " 1.01948557e+15 -2.13281287e+14 -9.75880653e+12 -1.81452624e+15\n", - " -1.42089759e+15 -1.13313614e+15 9.34952699e+13 -8.20414190e+13\n", - " 1.34280173e+15 -8.03679066e+14 2.71245019e+15 2.06448836e+15\n", - " -7.66633482e+14 1.02215594e+14 3.83898386e+15 -1.17310952e+15\n", - " -3.64153791e+14 2.55453274e+14 1.07496311e+15 -2.00751318e+15\n", - " 3.35130157e+14 1.62363148e+15 -1.02499039e+14 1.20919030e+15\n", - " 1.00356997e+15 -7.04384023e+14 -3.17280941e+15 6.83918244e+14\n", - " -2.32839440e+14 4.92678636e+15 -1.66933277e+14 1.26897498e+15\n", - " 1.34461208e+15 4.48462257e+13 -2.23502558e+13 -8.92537464e+14\n", - " -6.73379783e+14 -1.69016898e+14 -3.08999442e+14 7.10477363e+14\n", - " -7.00707623e+14 6.51777200e+14 9.51545754e+14 -1.71465708e+14\n", - " 4.63152259e+14 -8.43886194e+13 -3.27077527e+14 -1.36970578e+15\n", - " 4.07937924e+14 -1.12983563e+15 8.79570520e+14 -3.13753948e+13\n", - " -2.55674543e+14 -1.11047442e+15 1.01700943e+14 1.22730558e+14\n", - " 2.19407517e+13 -7.94221148e+14 -1.53985690e+15 2.52870781e+14\n", - " 5.44114750e+14 -1.07285672e+15 -4.51169494e+13 1.02605235e+15\n", - " -9.35629142e+13 1.55953458e+15 -3.23563771e+14 -2.89894436e+15\n", - " -2.90402274e+14 5.59153315e+14 1.45705887e+14 -2.10788275e+14\n", - " 6.10550063e+14 1.86927613e+14 3.31809619e+14]\n", "Found 3782 total galaxies in catalog for cluster 2678\n", - "[ 9.25944092e+14 -1.88387943e+14 1.91406216e+15 ... 5.15689713e+14\n", - " -2.05381872e+14 3.60051216e+14]\n", "Found 1069 total galaxies in catalog for cluster 4643\n", - "[-5.99630745e+13 -7.36530050e+14 2.36650839e+14 ... 1.95681960e+13\n", - " -2.83152979e+14 1.11416530e+15]\n", "Found 432 total galaxies in catalog for cluster 5084\n", - "[-5.15901487e+14 1.17142820e+15 -5.82578956e+14 -1.38432340e+15\n", - " -1.39679767e+14 7.19948795e+14 -6.83185214e+14 -1.25042296e+13\n", - " 1.56953218e+15 -1.30269512e+14 3.00169261e+14 4.88160414e+12\n", - " -4.54343393e+15 -1.18176245e+15 -1.67578529e+15 2.12006805e+15\n", - " -4.08701942e+15 -9.09413912e+15 2.71568862e+14 4.84152276e+15\n", - " -2.06626547e+15 -5.99072528e+14 5.97204342e+14 1.00159122e+15\n", - " 5.40954505e+15 3.00027873e+14 -6.35487576e+14 -2.13133405e+15\n", - " -6.38313336e+14 6.49081957e+15 1.33458525e+15 -2.72701761e+15\n", - " -2.03551424e+14 2.44767416e+15 2.03212715e+15 -8.51492266e+14\n", - " -5.73593096e+15 2.01841519e+15 -2.20554086e+15 4.18610703e+14\n", - " -4.23650801e+14 2.21816217e+15 6.20406881e+14 1.50206083e+15\n", - " -2.54962453e+15 8.43501008e+12 -1.31374189e+14 5.91765058e+15\n", - " -6.14085344e+15 -4.75441240e+14 -5.11006951e+15 1.49314128e+15\n", - " -5.74678991e+15 1.23005028e+15 -6.28620248e+14 7.53364476e+15\n", - " 1.65377922e+15 5.00341493e+14 9.53580226e+14 -6.56735959e+15\n", - " -1.68220493e+15 -1.78629458e+15 6.58981296e+15 -2.73866058e+15\n", - " -5.42392945e+15 -2.14153047e+15 -2.07268244e+15 -4.74128775e+15\n", - " 8.84364026e+14 -1.57013163e+15 3.46594797e+15 1.48384352e+15\n", - " 1.31731791e+15 4.77787781e+15 -4.38462338e+15 2.53359983e+15\n", - " -4.16829196e+15 4.94253133e+14 2.94845031e+15 -4.68482027e+15\n", - " -2.90604490e+15 -1.60265388e+15 2.82378338e+15 2.75676101e+15\n", - " -5.01903093e+14 3.57873309e+15 -4.60873973e+15 -1.24552792e+15\n", - " -6.08167162e+15 -3.32749667e+15 -2.57489844e+15 7.46613580e+13\n", - " -4.04219881e+15 3.51772382e+15 -3.68701813e+15 7.77632013e+14\n", - " -5.47089063e+14 3.93537610e+15 -2.30952735e+15 -4.27426658e+15\n", - " 9.27766882e+13 3.37851842e+15 -1.34251359e+15 3.29700128e+15\n", - " -1.23350615e+15 6.35981434e+15 9.89177345e+14 -2.98655473e+14\n", - " -3.30505750e+14 8.81298933e+14 3.57613572e+15 -5.98283214e+14\n", - " -1.61188455e+15 -2.36347299e+14 -1.79160088e+15 -3.36122693e+15\n", - " 7.31400455e+15 2.41956856e+15 3.99765442e+15 -5.66064399e+15\n", - " -8.41026718e+14 -1.51561768e+15 2.56587007e+15 -2.18788506e+15\n", - " 2.73629619e+15 1.29958687e+15 4.55866671e+15 1.18101934e+14\n", - " 4.35343308e+15 7.08147418e+14 4.62196897e+14 -6.90247737e+15\n", - " 7.59026683e+14 -3.87295570e+15 -2.92656219e+14 -3.85606099e+15\n", - " -3.53783182e+15 -2.29787583e+15 -1.39273408e+15 -3.17720245e+15\n", - " 3.21630355e+15 -2.91882203e+15 1.74279887e+15 -2.37021906e+15\n", - " 7.22841233e+14 3.77532382e+14 1.80074415e+15 -3.64116188e+14\n", - " 1.28560855e+15 -1.36095067e+15 6.58110276e+14 7.46784722e+14\n", - " -1.76135916e+15 1.28189007e+15 -1.53279147e+15 -3.02732467e+15\n", - " 1.88680297e+15 4.75873967e+15 -3.11763476e+15 -1.13986327e+14\n", - " -1.57930691e+15 1.78820640e+15 -8.88293065e+14 -1.18653215e+15\n", - " -1.22444689e+15 3.82270558e+15 2.16797704e+15 -1.11308935e+15\n", - " 2.13509785e+14 8.87945894e+14 -2.83871003e+15 -4.40436949e+15\n", - " 1.91556312e+15 8.38658131e+14 3.01353302e+14 1.04964051e+15\n", - " -2.22038317e+15 6.30789305e+14 2.05916481e+15 3.12404758e+15\n", - " 2.74174348e+15 -3.76128730e+15 2.01698483e+15 -4.96740100e+14\n", - " -9.79742998e+14 7.58511586e+15 -2.92037974e+15 -1.64953727e+15\n", - " -2.38698055e+15 -1.55954023e+15 -4.01866698e+15 7.38442557e+15\n", - " -2.29876092e+14 -6.61905051e+14 1.22648329e+15 -1.69936002e+15\n", - " -7.13624769e+14 -1.90332642e+15 -1.58065886e+15 7.64765074e+14\n", - " -9.99972753e+14 6.04872495e+14 8.77827738e+14 1.26267601e+14\n", - " -3.17510164e+15 -3.57176311e+15 -2.45926951e+14 4.91173000e+14\n", - " -1.38463976e+14 2.11423243e+15 3.24845997e+15 2.27662673e+15\n", - " -5.19092437e+14 3.50085368e+14 -1.71460702e+15 -1.30911972e+15\n", - " 2.64560141e+15 1.18012733e+15 2.58562096e+15 -4.58593012e+15\n", - " 1.07981875e+15 -4.58600369e+15 -2.92982035e+15 -4.78472387e+15\n", - " 1.73997524e+15 -1.46995949e+15 4.72596536e+14 -3.34917847e+14\n", - " -2.26777384e+14 -1.37460822e+15 -9.35259527e+14 1.38566258e+15\n", - " -7.72099738e+14 -1.57834205e+15 -3.66141173e+15 2.41528298e+14\n", - " -3.94592432e+14 1.44930947e+15 1.15728851e+15 4.46839290e+14\n", - " 8.00040101e+14 3.63779170e+15 7.01409245e+14 2.30333140e+15\n", - " -2.03840729e+14 -2.20652400e+15 -1.66005712e+15 2.92769861e+13\n", - " 3.13893528e+14 -7.38509846e+14 2.45611336e+15 8.30851037e+14\n", - " -3.27142446e+14 -2.32072878e+14 2.59501271e+14 -2.02684689e+14\n", - " 2.87041068e+14 1.84141466e+15 2.55115524e+15 6.26129921e+14\n", - " 8.09249765e+13 -4.79337100e+14 -3.35078644e+14 -1.13140609e+15\n", - " 2.97499528e+14 2.30369841e+15 9.59882972e+14 -5.41151143e+14\n", - " -4.22865423e+14 1.59064249e+14 -1.33916013e+15 4.20759663e+14\n", - " -1.87034434e+14 3.00769756e+15 1.50089061e+15 1.45878941e+15\n", - " 1.51022046e+15 -2.42061025e+15 -9.11990304e+14 -1.16869453e+15\n", - " -3.64460496e+14 -1.46214458e+15 9.95917386e+14 1.84370973e+15\n", - " 1.61191523e+15 2.67572361e+15 2.08151228e+15 6.17833917e+14\n", - " 2.77000871e+15 -2.53826455e+15 9.36006933e+14 -2.24931513e+15\n", - " 3.04811189e+14 8.23339520e+14 7.31658094e+14 -6.98643896e+14\n", - " 6.68545663e+14 -5.11585204e+14 1.51436068e+14 8.28988759e+14\n", - " -9.45031274e+14 -1.19527432e+14 1.66665442e+14 -1.06184994e+15\n", - " 1.82325601e+15 -2.45382063e+15 5.39916306e+14 5.05105105e+15\n", - " 6.55859293e+14 -9.69691447e+14 1.52805828e+15 -1.51034309e+15\n", - " -3.10074770e+14 -2.60686900e+14 9.47399235e+14 -1.10513995e+15\n", - " -9.60395703e+14 -1.51495784e+15 5.98104706e+14 -3.09768668e+15\n", - " -1.28030683e+15 1.03149516e+15 3.22173443e+14 1.92028186e+15\n", - " -1.53492480e+15 -2.36350128e+15 -2.36617553e+15 -1.94319900e+15\n", - " 4.02420076e+14 -1.41598583e+15 -5.95477209e+14 -1.36805815e+15\n", - " 1.51610377e+15 -2.76220987e+14 -2.13731697e+15 6.32469568e+14\n", - " 7.29731995e+14 1.52773155e+15 -2.01556932e+15 4.01856561e+14\n", - " -9.97949155e+14 4.36314421e+14 -2.70537723e+14 -3.77778760e+14\n", - " 8.82907710e+14 4.96418148e+15 4.55107251e+14 -1.85607406e+15\n", - " -5.14789157e+14 8.47084019e+14 2.88566735e+15 -1.56155696e+15\n", - " 1.10001976e+15 2.10085329e+15 1.09229599e+15 -1.19195671e+15\n", - " -1.21793207e+15 1.29871352e+15 1.86721407e+15 -1.78226153e+15\n", - " 1.36578500e+15 1.86855221e+15 1.02627173e+15 -2.79908201e+15\n", - " 1.81978380e+15 3.40409141e+14 -1.01129158e+15 8.85859388e+14\n", - " -1.99735549e+15 -2.94171854e+14 -8.46105077e+14 2.64722808e+14\n", - " 5.14257675e+15 1.15586899e+15 -2.46504825e+15 1.44058140e+14\n", - " 9.03646150e+14 -3.45794941e+14 -1.00300474e+15 1.35846633e+15\n", - " 2.45443722e+13 -1.24317622e+15 4.71165345e+14 -1.15106149e+15\n", - " 2.06319282e+15 3.51437571e+15 -3.45357969e+15 -7.09353223e+14\n", - " 7.94842479e+14 -1.72744655e+14 1.59566293e+15 7.89181732e+14\n", - " -7.87030466e+14 -6.63350873e+14 1.96211926e+14 3.21757749e+15\n", - " 7.96268696e+14 -1.19901843e+14 -4.02021719e+14 1.89065923e+15\n", - " -5.33385428e+14 -4.80253561e+14 -9.45903991e+13 1.96828060e+15\n", - " -2.79331144e+13 -2.78711018e+14 -5.93826545e+14 3.22537925e+14\n", - " 1.78621381e+15 -4.50335588e+14 -5.99328759e+13 5.79517759e+14\n", - " -1.00814868e+15 1.40240961e+15 -9.86918021e+14 3.08146990e+14\n", - " -2.29900348e+15 -5.77319943e+14 -9.40411054e+14 1.38990429e+15\n", - " -6.86808690e+14 5.89611592e+14 -4.10960280e+14 4.38114217e+12\n", - " 1.75718365e+15 -4.28775905e+14 1.66450018e+14 -1.30672418e+14\n", - " 1.22471521e+15 -2.26846335e+14 -1.49107848e+15 1.04019695e+15]\n", "Found 2149 total galaxies in catalog for cluster 4434\n", - "[-3.58023393e+14 1.30607695e+15 -1.08175630e+15 ... -8.69230062e+14\n", - " 1.37952325e+15 -7.48411916e+14]\n", "Found 1830 total galaxies in catalog for cluster 3939\n", - "[-4.44881446e+14 -1.09379331e+15 -8.99975438e+14 ... -3.87649513e+14\n", - " -7.13205168e+13 2.32983673e+13]\n", "Found 4496 total galaxies in catalog for cluster 6139\n", - "[-1.14152640e+15 2.16065938e+15 -1.91014153e+14 ... 5.50144037e+14\n", - " 1.37525512e+14 4.45825489e+14]\n", "Found 1511 total galaxies in catalog for cluster 4709\n", - "[-8.77950940e+14 -1.02066315e+15 -2.51338506e+14 ... -1.30756040e+14\n", - " -5.27086192e+14 -7.24151444e+14]\n", "Found 3903 total galaxies in catalog for cluster 7121\n", - "[-7.24692277e+14 -4.09548471e+15 -1.10981752e+15 ... -3.99494831e+14\n", - " -1.92432930e+14 6.87788183e+14]\n", "Found 3294 total galaxies in catalog for cluster 8547\n", - "[-7.94004692e+14 -3.47063827e+15 -1.05108819e+15 ... -5.59177887e+14\n", - " -1.57847543e+14 5.30097072e+14]\n", "Found 819 total galaxies in catalog for cluster 8685\n", - "[-8.69700884e+13 2.19842138e+14 1.17135093e+15 -1.92833768e+15\n", - " 4.41988934e+14 -5.97902411e+14 1.37330315e+15 6.09548427e+12\n", - " 4.78023811e+14 -6.46448357e+14 -4.08069547e+14 -1.15437029e+15\n", - " 7.08067855e+14 -1.12711077e+15 -2.21054985e+14 -5.16527750e+14\n", - " -4.35538506e+14 2.65539436e+14 1.11606312e+15 4.97713185e+15\n", - " 4.36102639e+14 -4.36169169e+15 2.08239337e+15 1.70196241e+15\n", - " 1.58450890e+15 -5.65309990e+14 -1.87851331e+15 -3.03325844e+15\n", - " -2.38537973e+15 1.19866031e+15 7.06944067e+14 -7.38666977e+14\n", - " 6.34815566e+14 -5.68003011e+14 1.27661571e+15 -4.07141470e+15\n", - " -5.62504059e+15 -1.80537329e+15 2.90267626e+14 1.24729637e+14\n", - " 6.76523583e+15 7.10343820e+13 2.53964561e+15 -4.71507411e+14\n", - " -1.10172839e+16 9.54211381e+14 1.33943829e+15 -2.69529039e+15\n", - " 1.12619980e+15 1.00496631e+15 2.87583636e+14 3.76133370e+14\n", - " -1.16124799e+13 -5.37230542e+15 2.42790667e+15 -1.84471469e+14\n", - " 1.20737058e+15 8.88581571e+14 1.29685758e+14 7.00135159e+15\n", - " 2.34593956e+14 1.40175358e+15 -2.12323359e+15 -4.28835492e+14\n", - " 1.19010851e+16 6.98169550e+14 -1.25951120e+16 7.42961267e+14\n", - " 9.42340008e+14 -1.96489962e+15 -3.90030828e+15 -1.27761761e+15\n", - " 6.77396817e+14 1.27810007e+15 4.37438979e+15 -1.11890464e+15\n", - " 3.58712254e+15 -8.98242125e+13 3.23930742e+15 -3.51111630e+15\n", - " 2.54623923e+15 7.58654857e+14 -2.90412993e+15 -2.87819091e+15\n", - " -2.77660334e+15 1.94180533e+15 6.70328138e+15 -4.49463555e+15\n", - " -4.43106083e+15 -8.21296125e+14 -6.40205546e+15 -5.07084590e+14\n", - " 3.96669607e+15 1.97289365e+15 3.32635207e+15 2.41620529e+15\n", - " -1.32395085e+14 9.32212699e+14 -9.21971685e+14 2.22022479e+15\n", - " -3.69562071e+15 -1.21132891e+15 -5.48051395e+15 -1.83399696e+15\n", - " 2.43866643e+15 -3.20708003e+15 -3.11173893e+15 9.63092412e+14\n", - " 2.91785204e+15 3.35762483e+15 2.40070344e+15 1.70692392e+15\n", - " -1.11680096e+15 -1.85505720e+15 7.58744736e+15 9.91550368e+13\n", - " 4.59962542e+15 -3.42146046e+13 3.78247423e+15 2.87032698e+15\n", - " 5.75961737e+15 -2.95901205e+15 1.91101569e+15 6.63734132e+15\n", - " 2.27810617e+15 -1.69592223e+15 2.19756121e+15 -3.43999319e+15\n", - " 7.51459410e+15 3.41266727e+14 5.18306768e+15 -1.88021847e+15\n", - " -3.11951399e+15 1.70170567e+15 -5.48461984e+15 -5.97968889e+15\n", - " 6.74614582e+14 -1.69054742e+15 -2.95527109e+15 -2.04267810e+15\n", - " -7.56831387e+15 2.60418474e+15 1.49439854e+15 -5.36918255e+14\n", - " -4.77116137e+15 -5.28109760e+15 -6.20624144e+14 -5.24905305e+13\n", - " -1.37812983e+15 6.41527591e+14 -8.70962952e+14 -1.24371290e+15\n", - " -5.87728300e+14 -8.86614171e+14 -7.27707269e+13 -2.81660314e+15\n", - " 8.43693237e+14 3.30593536e+15 1.00983360e+16 -3.29883407e+15\n", - " -4.63737921e+15 -5.70087887e+15 -2.71500833e+14 1.83701589e+15\n", - " 6.90225666e+15 1.74188169e+15 2.42862930e+15 1.29061788e+15\n", - " -1.24461502e+14 1.54098071e+15 -3.94696411e+15 -3.03277035e+14\n", - " -4.54993129e+14 2.47494167e+15 -1.27320527e+14 -3.19582631e+15\n", - " -6.04660293e+15 1.31369252e+15 -1.75028333e+14 -3.36256008e+13\n", - " 3.76671521e+14 -2.18291586e+15 -6.14232779e+12 3.75753870e+15\n", - " -1.06001022e+15 8.99849893e+14 -6.05755261e+15 -3.37461089e+14\n", - " -2.34546277e+15 -8.05379681e+14 1.25339873e+15 -1.94121418e+15\n", - " 5.77324051e+14 -3.40938957e+15 -1.94887724e+14 2.83854981e+14\n", - " 8.33466582e+15 5.87537362e+15 1.88507919e+15 5.07857811e+15\n", - " 2.28017501e+15 1.43790817e+15 2.18865525e+14 2.91234484e+15\n", - " 2.08782827e+15 -1.17273310e+14 -2.70034822e+15 -1.20111351e+15\n", - " -1.20698756e+15 1.16921722e+15 6.71095028e+15 -8.31305220e+14\n", - " -4.85937006e+14 -3.87609317e+14 -3.26774772e+14 2.91192573e+15\n", - " -2.83063362e+15 6.07033312e+15 -3.67554177e+15 4.35789856e+14\n", - " 4.34598150e+15 -8.62989228e+14 3.06889412e+14 -2.09514639e+15\n", - " 1.67136761e+15 -8.29660467e+15 2.92705904e+15 -2.54056158e+14\n", - " -1.36433995e+14 -1.50707203e+15 2.36164030e+15 2.42776544e+14\n", - " 3.57930601e+15 4.50381225e+14 -1.23024909e+15 -6.27122379e+15\n", - " -4.37355420e+15 -2.07040114e+15 2.30849723e+14 8.98599958e+14\n", - " 4.97262478e+14 -2.05240579e+13 5.24154213e+14 -1.96222660e+15\n", - " 2.14898933e+15 -3.24563933e+14 4.29989975e+15 3.34606636e+15\n", - " -1.20167089e+15 -3.67893797e+15 -2.37841502e+15 3.87537144e+14\n", - " -8.99326672e+14 -1.73334011e+15 6.05182760e+14 6.08690202e+14\n", - " -3.18628244e+15 2.26491842e+15 -4.44896388e+13 -3.29641847e+15\n", - " -9.56917539e+14 -1.34375894e+15 -2.09835021e+14 3.12536979e+15\n", - " -2.39502277e+15 -2.24839951e+14 9.06544080e+14 -1.00574601e+15\n", - " 8.67307423e+14 -1.07510398e+15 5.55686885e+15 -5.78259220e+14\n", - " 3.31632424e+15 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-3.44675537e+14 -1.82635415e+14\n", - " -4.51215397e+14 3.01697243e+15 7.77862027e+14 3.88180412e+14\n", - " -1.57677861e+14 6.70344967e+13 -1.78820552e+15 -3.38329869e+15\n", - " -3.73676012e+15 -2.06796163e+14 -3.55683130e+14 -6.09836133e+14\n", - " 3.00495177e+13 -7.95666964e+14 3.52375655e+15 -1.46593566e+14\n", - " -1.02547387e+15 3.01530577e+14 -2.07571051e+14 -1.50256827e+15\n", - " 1.83366044e+15 -1.75401408e+14 -3.48883942e+15 2.21269141e+15\n", - " 2.62563435e+15 -1.95339172e+15 1.82696309e+15 -1.01672090e+15\n", - " -1.79601203e+14 -1.60655307e+15 -3.15707813e+15 -4.44677942e+15\n", - " 1.75625685e+15 -2.67098214e+14 -3.13201040e+15 -1.01375241e+15\n", - " 4.46894658e+15 -2.00555344e+15 -5.22739008e+14 1.02397463e+15\n", - " 1.24159104e+15 3.05965306e+15 -3.89747196e+15 1.76566559e+15\n", - " -1.18283655e+15 -1.33346814e+15 2.45094578e+15 1.90385805e+14\n", - " 1.45971876e+15 -2.52088399e+15 3.41840339e+15 1.51590365e+15\n", - " 1.53697216e+15 2.01130565e+15 8.60147057e+13 -1.59535081e+15\n", - " 3.52922890e+15 1.32135786e+15 -2.66468629e+15 -1.34733356e+15\n", - " -2.12444775e+15 -2.41438400e+15 -1.46062669e+15 7.16376258e+14\n", - " 3.62039646e+13 -9.66920408e+14 1.52582250e+15 -3.33431572e+14\n", - " 2.64130398e+15 1.65044742e+15 -8.52500818e+14 4.94430292e+15\n", - " 2.54591866e+15 1.81704979e+14 2.49018821e+15 1.02208062e+15\n", - " -9.21755838e+13 -1.37711043e+15 -2.03720198e+14 -4.57016608e+14\n", - " 1.24040266e+15 -3.48160733e+14 1.42892473e+15 -1.95815307e+15\n", - " -2.89752150e+15 -1.51373429e+15 1.35980795e+15 -4.18379601e+15\n", - " 8.23798626e+14 1.31473197e+15 -1.78405655e+15 -1.34616058e+14\n", - " -9.45091334e+14 -5.46427346e+14 1.26334711e+15 -4.57083684e+15\n", - " -8.75718878e+14 1.01184736e+15 9.66667449e+14 -4.33270902e+14\n", - " 4.34809077e+14 1.52544321e+15 1.24093343e+15 1.36911839e+15\n", - " 2.14910825e+15 -1.23437775e+15 -3.46657128e+14 2.73704769e+13\n", - " 1.03496870e+15 1.71487823e+15 -1.16002785e+15 -5.22887986e+14\n", - " -4.44239263e+14 -3.31690432e+15 4.59532181e+14 -4.86166864e+14\n", - " 2.16755039e+15 -2.13394776e+13 -2.88362658e+15 -4.90815283e+14\n", - " 8.17025572e+14 -1.31126834e+14 -5.23699799e+14 -3.19420178e+15\n", - " -1.97721976e+15 1.05464024e+15 1.71956499e+15 -7.16692047e+14\n", - " 3.62407526e+15 9.58399689e+14 -3.10623606e+14 -1.25714350e+15\n", - " -3.15814923e+15 -6.36466429e+15 3.09074682e+15 -5.15060294e+14\n", - " 6.85075241e+14 -3.96498333e+14 2.36566663e+15 -2.54272544e+15\n", - " 5.01737123e+14 -1.13841022e+15 -2.13048344e+15 2.13196326e+15\n", - " -7.29877828e+14 -8.36248384e+14 9.92552258e+14 -3.99094192e+14\n", - " -4.38619109e+14 6.15093111e+13 1.94642883e+14 -1.64300678e+15\n", - " -2.19336227e+15 -2.89540554e+14 -2.05110639e+15 -7.88468620e+13\n", - " 1.08400736e+15 5.20560713e+13 1.82997640e+15 6.83838265e+13\n", - " -3.38735235e+14 4.41017439e+14 -5.96307787e+14 -2.81789553e+15\n", - " 1.14771207e+15 4.85642409e+14 -2.08561912e+15 7.23230244e+14\n", - " 4.93262507e+15 5.09781167e+14 5.40515727e+13 -2.10198218e+15\n", - " 4.38653075e+14 2.25104805e+14 -4.45528066e+15 2.18664967e+15\n", - " 6.94664806e+14 3.51976789e+15 9.10430559e+14 3.09612154e+14\n", - " 2.31108398e+15 -1.19812351e+15 5.85040866e+13 2.88927005e+15\n", - " -2.22211727e+15 1.66260115e+15 9.73150305e+14 -1.00511798e+15\n", - " 4.54385084e+14 1.56329529e+15 7.00909578e+14 2.98606842e+15\n", - " -8.87553161e+14 -2.41131898e+15 -6.45502497e+14 -2.33560906e+15\n", - " -1.95677936e+15 -9.36257832e+14 9.63756762e+13 -3.77950631e+15\n", - " -6.91598268e+14 2.36438733e+15 1.35619004e+15 2.41894308e+15\n", - " -3.54565813e+14 -5.11072275e+14 2.38577834e+15 -5.61607921e+14\n", - " 2.56110295e+15 1.57892518e+15 2.44938289e+15 -9.69437368e+14\n", - " -8.61751272e+14 -1.89106110e+15 -5.86054833e+14 -1.67783313e+15\n", - " -6.22830669e+14 1.00912740e+15 -1.59179710e+15 4.51252187e+14\n", - " 2.70134647e+14 8.08038184e+14 -1.91427067e+14 1.01720608e+15\n", - " 2.12820822e+14 8.82100116e+14 1.57764135e+15 -1.37010567e+15\n", - " 1.79092111e+15 -2.84580428e+15 -1.31676338e+15 2.54969035e+15\n", - " 1.11006175e+15 -3.01020254e+14 -3.22133315e+14 -4.91758422e+14\n", - " -2.22384366e+15 -1.32296932e+15 1.32759711e+15 -8.25901082e+14\n", - " -9.42364671e+14 -1.50570186e+15 -5.43380826e+13 -1.48090513e+15\n", - " -6.88754943e+14 3.14120380e+15 4.28485715e+14 -1.22645838e+15\n", - " -3.82763771e+14 5.07076082e+15 -6.07100682e+13 1.88666626e+15\n", - " -1.29672749e+15 -2.25022991e+15 6.26730396e+14 -3.33408444e+13\n", - " 2.46908451e+15 3.02514463e+15 9.73959294e+14 -2.06759435e+15\n", - " 4.13626763e+14 3.95533191e+14 -2.58961493e+15 2.98695890e+14\n", - " 2.13833706e+15 -2.67207671e+15 3.92187970e+14 -1.29940547e+15\n", - " -1.09530787e+15 8.59388453e+14 -2.43012885e+14 3.25282135e+14\n", - " -1.60290994e+15 1.20196805e+15 -1.55538707e+15 1.80916827e+15\n", - " -6.54223266e+15 8.23587753e+14 1.09913209e+14 -3.82800552e+15\n", - " 5.96348589e+14 -1.04924274e+15 4.44927313e+14 2.43886857e+15\n", - " -2.24228186e+15 1.59002445e+15 -8.90567277e+14 2.04894122e+15\n", - " 1.01837163e+15 -3.27600758e+15 -1.32405763e+15 -2.00742905e+14\n", - " 1.48747246e+15 -5.30029573e+14 2.74905978e+15 -2.56618708e+14\n", - " 1.48411613e+15 8.60127375e+14 -9.34770077e+14 -1.23282873e+15\n", - " -1.10592325e+15 1.80133715e+15 1.69344276e+15 -5.20914982e+15\n", - " 1.04389535e+15 2.39152816e+14 2.34454139e+15 -7.43766935e+14\n", - " 1.60878951e+14 2.24963714e+15 -1.65367777e+15 8.97158873e+14\n", - " 1.36653859e+14 -1.06349068e+15 1.00511937e+15 1.82498876e+15\n", - " 2.46656342e+15 -2.11587649e+15 -4.02270905e+14 -2.74124985e+14\n", - " -1.10138426e+15 1.25275970e+15 4.25603035e+14 2.08791885e+15\n", - " -6.73608903e+13 2.89436056e+15 2.26574299e+15 -3.27881423e+15\n", - " -2.13297729e+15 3.96567959e+15 2.72980120e+14 7.42589692e+14\n", - " 1.20632613e+15 6.37809063e+14 -5.13529273e+13 2.30359651e+15\n", - " -7.11875524e+14 -4.26137280e+15 3.26373173e+15 8.34768834e+14\n", - " 2.39837183e+14 -2.03031191e+15 -2.04028547e+15 3.04270062e+15\n", - " -1.21232919e+15 1.12373649e+14 1.29919242e+14 -3.39558254e+15\n", - " -7.57355490e+14 -2.37317261e+15 1.63634230e+15 1.15883489e+15\n", - " -3.42720122e+15 -4.10973069e+14 -2.36978479e+15 9.72527146e+14\n", - " 5.60152439e+15 5.37602395e+14 4.09139968e+14 -3.28453836e+15\n", - " -3.60457525e+15 -3.21689187e+15 2.20886947e+15 1.31082513e+15\n", - " -9.62978681e+14 -1.41829559e+15 2.39892672e+14 2.54940281e+15\n", - " -7.99548345e+14 5.54784664e+14 -6.15070093e+14 -1.38416323e+15\n", - " 1.85917311e+15 -1.28645975e+15 4.49125686e+14 -4.60683681e+14\n", - " -1.86716661e+15 -5.44757373e+15 -3.36880759e+14 4.75599453e+14\n", - " -8.03407441e+14 6.76409695e+14 -1.94060444e+14 9.42323485e+14\n", - " 2.19110154e+15 2.69611589e+13 -2.45557242e+14 -2.13186499e+14\n", - " -1.30685095e+15 -7.35522388e+14 -2.63042596e+15 -2.03025132e+15\n", - " -1.13992496e+15 -1.40480899e+15 2.31709276e+15 -1.19758150e+15\n", - " 1.39409638e+15 -1.87372095e+15 -1.95502858e+15 5.33298130e+14\n", - " 1.28992695e+15 3.94704910e+14 8.08459282e+14 2.40488267e+15\n", - " -1.23346760e+15 -2.96136130e+14 1.43339532e+15 9.01218896e+14\n", - " 1.69990780e+14 1.21452996e+15 2.50094724e+15 -3.87647353e+15\n", - " 1.52504774e+15 -1.15021502e+15 3.06192573e+14 1.08062586e+14\n", - " -3.22486390e+14 1.22237993e+15 9.42361598e+14 -9.05108573e+14\n", - " 9.18599362e+14 6.01072656e+14 -2.23949867e+14 -3.28539759e+15\n", - " 2.39765677e+15 8.66624333e+14 1.96303151e+15 4.00576019e+14\n", - " 1.66600693e+15 2.89202217e+14 4.60826006e+14 9.47445574e+14\n", - " 7.78365028e+14 2.65383541e+14 -4.47005201e+14 4.79797846e+14\n", - " -5.61996312e+13 -1.19979182e+15 7.36577238e+13 1.04870009e+15\n", - " 7.85071039e+14 7.62417573e+14 1.07534288e+15 -1.30507377e+15\n", - " 1.50322929e+14 -1.06236569e+14 2.33603358e+14 6.94028114e+14\n", - " -4.56371691e+14 -1.33689376e+15 5.95425659e+14 2.80969693e+14\n", - " -1.05044396e+15 -1.13942973e+15 -3.86187943e+14 -7.17835578e+14\n", - " -5.80713424e+14 -1.49761727e+15 8.63280837e+14 8.06397649e+14\n", - " 2.51443959e+15 -6.60445000e+14 -5.92992005e+13 -1.88576082e+14\n", - " -2.29324039e+14 -1.62610977e+15 2.18643149e+14 3.24046033e+14\n", - " 1.16909634e+15 1.08038097e+15 -4.80457892e+14 2.32274745e+14\n", - " -3.18922196e+14 2.59692803e+14 2.98084365e+14 2.50814913e+14\n", - " -8.38591568e+14 -1.84057301e+14 -6.19944997e+14 -1.45881190e+15\n", - " 2.55468327e+14 -1.33187485e+14 8.25177850e+14 3.69597471e+14\n", - " 1.32057484e+14 1.21314576e+15 8.86641017e+14]\n", "Found 626 total galaxies in catalog for cluster 8995\n", - "[-6.81421407e+14 -6.78131153e+14 1.09081744e+15 8.68477306e+14\n", - " 1.15290118e+15 1.79202973e+14 5.38153343e+14 -1.01196924e+12\n", - " 7.06103116e+14 -1.14362223e+16 2.13259006e+15 5.77405564e+14\n", - " -2.22498618e+15 -3.12580357e+12 -1.12357406e+15 2.26188570e+15\n", - " -7.37593956e+13 -5.03350514e+15 1.25013839e+14 2.95544462e+15\n", - " -1.41003121e+15 7.83353883e+14 -2.28311482e+15 -5.64101499e+15\n", - " -8.17283351e+14 -2.23812214e+15 -2.65149094e+15 -5.88321883e+15\n", - " -3.74142490e+15 -2.69264024e+15 -3.09086226e+15 3.41756769e+15\n", - " -1.92080018e+15 -1.78835920e+15 1.36073722e+15 2.85926986e+15\n", - " 8.06536230e+15 2.50730489e+15 1.91472746e+15 9.85213781e+14\n", - " -1.30102234e+15 -1.58154310e+15 -7.43456894e+14 1.74391731e+15\n", - " 1.32154824e+14 -2.44987231e+14 -5.23366279e+14 -8.58801931e+14\n", - " -9.51457499e+14 6.47617982e+14 1.66574543e+15 -3.44502533e+14\n", - " -7.70675451e+15 -2.77764602e+15 7.29350552e+15 3.99226568e+15\n", - " 3.80559298e+15 3.70695901e+15 -5.07810416e+14 1.73409056e+15\n", - " -1.55980612e+14 -1.39536850e+15 3.78537049e+15 7.99913429e+14\n", - " 3.57676629e+15 -2.32787036e+14 1.30664870e+15 3.47227302e+14\n", - " -3.83582809e+15 -3.24665969e+13 -1.24430910e+15 1.65338366e+15\n", - " -2.72065647e+15 7.19415608e+14 1.60210549e+15 -2.44914643e+15\n", - " 1.58250120e+15 1.23719295e+15 -1.25950622e+15 4.20207355e+15\n", - " 2.52473379e+14 5.92211201e+13 3.22092785e+15 1.51109448e+15\n", - " 1.48037547e+15 1.32742625e+15 -7.10581540e+15 2.45101772e+15\n", - " -2.08124198e+15 -6.51722728e+15 -1.51547912e+15 -2.44737353e+15\n", - " 1.68638564e+15 9.33533806e+14 3.86539482e+15 2.92326279e+14\n", - " -3.37143796e+15 1.19051057e+15 -1.27396611e+15 2.26795350e+15\n", - " -4.22510122e+15 -1.50258592e+15 -6.15347433e+15 -2.25358678e+15\n", - " -6.91657688e+14 -1.99840239e+15 -1.86863020e+14 1.84278486e+14\n", - " -1.81254303e+15 -7.84076649e+13 -9.60542101e+13 3.25169685e+14\n", - " -9.65885161e+14 4.62024358e+15 1.69440428e+15 2.51196556e+15\n", - " 2.02164882e+15 7.06060693e+14 -1.77389127e+15 6.78452996e+14\n", - " 2.72383110e+15 1.04636368e+15 2.91958018e+15 2.55637418e+15\n", - " -1.10980259e+15 3.31690151e+15 -8.38225508e+14 -1.81800488e+15\n", - " 1.45473938e+15 -4.20593383e+13 1.48851977e+15 2.45304777e+15\n", - " 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-1.63601830e+14 -3.93103632e+15 -6.15623427e+14\n", - " -8.15607090e+14 -1.37065293e+15 -1.72663334e+14 6.73464936e+14\n", - " 1.24507091e+15 1.63244038e+15 -3.07988762e+15 5.57532220e+15\n", - " -2.75606508e+15 1.54743953e+14 -4.24901665e+15 -1.74509703e+15\n", - " -5.45810580e+14 -9.96395841e+14 -1.44914877e+15 5.49661821e+15\n", - " -2.13111396e+15 -2.56173666e+15 -2.99102444e+12 1.82139647e+15\n", - " -2.41393724e+15 -2.04641259e+15 4.62844165e+14 6.05205970e+14\n", - " 1.44746138e+15 -2.21565351e+14 -1.27372560e+15 -2.42405467e+15\n", - " 1.30166579e+15 -4.08865956e+14 7.38955070e+15 -2.59955931e+15\n", - " -5.23952488e+15 -8.31914988e+14 -3.51655204e+15 1.84456551e+15\n", - " -7.23954261e+14 6.77002432e+13 -5.04683649e+15 1.87962324e+15\n", - " 5.92288237e+15 1.85846483e+15 -1.50741996e+15 2.01102751e+15\n", - " -8.25080637e+14 3.30338838e+15 2.34869429e+15 6.20349038e+15\n", - " 1.03848380e+15 -3.34235043e+15 -4.42700257e+14 -2.35826474e+15\n", - " 2.32886452e+15 2.72386734e+15 6.95863304e+14 7.46951840e+14\n", - " 4.59206749e+13 -5.03806578e+14 -3.45199830e+15 3.01449718e+15\n", - " 9.82696356e+13 -7.02608515e+15 -1.79487805e+14 9.50184567e+14\n", - " -2.32690348e+15 -4.28593847e+14 -2.27069083e+15 -1.27805953e+14\n", - " 7.27933953e+13 1.82794834e+15 -2.68546234e+15 -3.32027909e+14\n", - " -1.50237344e+15 2.84099448e+15 5.58290980e+14 3.23602357e+15\n", - " -8.19596701e+14 1.92131016e+15 -2.99265878e+14 1.61056282e+15\n", - " 7.03987103e+14 -2.48696353e+15 6.60840655e+15 -1.11540424e+15\n", - " -2.88044305e+14 -5.41195598e+13 -6.15055744e+14 -2.27663981e+15\n", - " -9.51964267e+14 2.64448948e+13 -8.18870643e+14 -9.59441396e+13\n", - " 4.78387806e+14 7.49110313e+14 1.29308707e+15 4.68642345e+14\n", - " -7.47035830e+14 -3.65565205e+13 -1.35976345e+15 1.25769671e+15\n", - " 6.48062245e+15 -8.11472507e+14 3.48699766e+15 1.00511771e+15\n", - " 1.13913198e+15 -1.64144831e+15 2.12521347e+15 1.68588622e+15\n", - " 2.39446382e+15 -1.28192900e+15 -1.00772523e+15 -1.80757112e+15\n", - " 1.07144782e+15 -1.08981177e+15 2.01124831e+15 2.11244726e+15\n", - " -9.71179125e+14 6.61909481e+14 7.41257485e+14 -1.32707051e+15\n", - " 1.44697044e+15 -6.85085681e+14 1.79368526e+15 -9.65516004e+14\n", - " -6.32817629e+14 3.68923504e+12 2.47844413e+15 -2.17207141e+15\n", - " 9.86387658e+14 1.28545827e+15 3.75628149e+15 5.48880538e+14\n", - " -2.04357181e+15 1.58371158e+15 -2.82698375e+15 1.84182279e+15\n", - " -2.47698525e+15 8.86646411e+14 1.20279093e+15 3.94530329e+14\n", - " -4.10575895e+15 -1.93103686e+15 -1.23802315e+15 2.04829577e+14\n", - " 9.59118354e+14 2.72105405e+15 -1.15384151e+15 1.88619924e+15\n", - " 9.80982814e+14 1.90427018e+15 -9.72675148e+14 -3.83781290e+14\n", - " -9.10296726e+14 8.11694919e+13 4.48552009e+14 8.03567992e+14\n", - " 1.28971931e+15 -1.21286694e+15 1.04969645e+15 -4.10196477e+15\n", - " -2.77357373e+15 7.17251380e+14 8.20613282e+13 1.74449486e+15\n", - " -2.79296787e+15 2.86701103e+14 -1.10328695e+15 -7.30755353e+14\n", - " -6.71740895e+14 -1.45243018e+15 -7.80686130e+14 8.01618927e+14\n", - " 2.01297805e+15 -2.38295285e+15 -1.54338133e+14 -1.17103173e+15\n", - " 1.04804579e+14 1.80288133e+15 -2.51164600e+13 2.16697868e+14\n", - " 2.57534500e+15 -5.02762348e+15 -4.45604628e+14 -1.60752906e+15\n", - " 5.90042853e+14 8.96377260e+14 -8.70712937e+14 1.74318136e+15\n", - " -2.68838745e+15 2.08800327e+15 -5.86955624e+14 3.54598289e+15\n", - " 1.03845861e+14 5.59879202e+13 3.50265478e+15 -3.76225474e+13\n", - " -1.56021653e+15 -1.36598652e+15 1.79646516e+14 -1.98263181e+15\n", - " -4.93211774e+14 -3.85625707e+14 8.72797299e+14 -9.88670663e+14\n", - " 6.36023729e+12 -1.46948682e+15 1.61711254e+15 -1.45884864e+15\n", - " -3.48836345e+15 -4.02773464e+15 -5.14104391e+14 4.13177050e+14\n", - " -1.45276481e+15 -9.09778220e+14 -5.21979881e+14 1.85358129e+14\n", - " 1.07971453e+15 -2.26509456e+15 3.58020018e+15 4.40678253e+14\n", - " -1.13983959e+15 4.61544229e+14 1.86692516e+15 1.23739678e+14\n", - " -2.48793754e+14 1.14624298e+15 1.91894075e+14 -8.61935688e+14\n", - " -6.17823057e+14 1.30130634e+14 -1.83338984e+15 -3.48289920e+15\n", - " -1.77768703e+15 2.04835943e+15 -2.41808776e+15 -2.19145373e+15\n", - " 1.10600372e+15 3.62100276e+15 4.94726776e+14 1.17290838e+15\n", - " 1.21471519e+14 -1.87505724e+15 -4.18228694e+14 -1.05748637e+15\n", - " 9.24068920e+14 1.08291143e+15 -1.17024111e+15 9.16918206e+14\n", - " 9.61709030e+14 9.29999527e+14 3.27101592e+13 1.26198208e+15\n", - " 6.51720924e+14 -2.94517456e+15 -1.12545167e+15 -3.87566546e+14\n", - " 6.18303628e+14 -8.41106389e+14 3.96692775e+14 1.31651817e+15\n", - " -8.90865864e+14 1.13192167e+15 2.52810910e+15 -1.25186281e+14\n", - " 5.26638933e+14 6.31023994e+14 -1.60010840e+14 6.65543126e+14\n", - " 1.00542867e+15 2.11631920e+13 -2.53097060e+15 -2.17647684e+14\n", - " 4.09594395e+15 2.30060626e+15 -2.20006816e+14 -7.51452742e+14\n", - " -1.31248242e+15 8.07429336e+14 3.48332876e+15 6.30435221e+14\n", - " 5.62100191e+14 -1.66337813e+15 -4.22160429e+12 7.41470236e+13\n", - " -7.30274756e+14 -3.30803349e+14 2.48774647e+14 2.29354571e+15\n", - " -3.14887334e+15 1.52891741e+15 -4.47415721e+15 -1.72910225e+15\n", - " 4.93855632e+14 -1.20612484e+15 -2.23576302e+15 2.43523083e+15\n", - " -4.76712662e+14 1.28965662e+15 2.13588812e+15 4.04566022e+14\n", - " 2.02912410e+15 -8.09177381e+14 4.87975330e+14 -1.36596440e+15\n", - " 3.11524302e+15 2.58858794e+14 -8.24146731e+14 2.36171085e+14\n", - " -6.24672272e+13 6.36290674e+14 -3.83494316e+14 1.09055701e+15\n", - " -9.19483539e+14 -2.75629232e+15 1.83175853e+15 -1.42663823e+15\n", - " 4.96426327e+15 -1.36409279e+14 2.90302958e+15 -2.36245294e+14\n", - " 2.62695225e+14 -2.09849152e+14 1.37814102e+14 -1.90738431e+15\n", - " -9.33346328e+14 -2.90894449e+14 6.08100955e+14 8.03595456e+14\n", - " -1.35817673e+15 1.41991580e+14 -2.09899333e+15 3.64399655e+14\n", - " 1.14849461e+15 -1.00137669e+15 1.43928516e+15 1.76924095e+14\n", - " -4.12730188e+14 -1.54085639e+15 -1.84966699e+14 -1.73899725e+15\n", - " -6.71256492e+14 2.93285953e+14 -1.17147635e+15 -2.49643648e+15\n", - " 7.81680468e+13 -3.67722240e+14 2.17943680e+14 1.35217918e+15\n", - " -2.12038895e+15 3.95662994e+14 -8.14559942e+14 5.11721963e+14\n", - " 1.47754354e+15 2.07822272e+14 3.64285739e+15 -5.22544350e+14\n", - " -1.87811600e+15 -4.59482484e+14 7.46764144e+14 -9.30737265e+14\n", - " -1.15505228e+15 -9.70825848e+14 1.05281322e+14 -4.93972864e+13\n", - " 1.66114700e+15 -4.30348682e+14 1.10077368e+14 -1.87759249e+14\n", - " -8.70114602e+14 2.84773473e+14 1.44098846e+15 8.81320765e+14\n", - " 7.71032863e+14 5.20330222e+15 1.21208546e+15 -1.32999579e+15\n", - " 5.66998677e+14 -1.29307135e+14 1.29085200e+15 5.46625332e+13\n", - " -4.22415509e+14 9.41764344e+14 7.20371440e+14 1.40161076e+15\n", - " -7.25738309e+14 8.63683225e+14 -1.62201027e+15 -4.04821826e+14\n", - " 4.65165850e+14 1.75766909e+15 -2.36091060e+14 1.17724329e+15\n", - " 1.29076172e+15 -2.42976977e+14 1.04870402e+15 1.77631033e+15\n", - " 1.84472376e+15 -3.87030483e+14 4.55803740e+14 1.67996593e+13\n", - " -1.44589725e+15 9.70917774e+14 -1.26734854e+15 -4.76261980e+14\n", - " 9.26337683e+14 1.06920381e+15 -8.07061187e+14 6.54623545e+14\n", - " 3.48892973e+14 -2.28819301e+15 1.01990677e+15 -5.10726555e+14\n", - " -6.35313718e+14 -8.78327239e+14 -6.14249195e+14 -1.56942744e+14\n", - " -7.30267619e+14 -4.47042634e+14 -9.12574419e+14 9.51502150e+13\n", - " -1.23377914e+13 5.26443808e+14 5.52178972e+14 -2.66208142e+14\n", - " 2.34979215e+14 -1.20691527e+14 1.40850446e+15 -6.69403091e+14\n", - " 2.04660930e+15 1.20564022e+15 -5.17563593e+14 -6.14216909e+15\n", - " -9.22223491e+14 1.30265378e+14]\n", "Found 3589 total galaxies in catalog for cluster 7698\n", - "[-4.37621971e+14 -4.79387104e+15 7.25711994e+14 ... 1.08222274e+15\n", - " 7.83338228e+14 7.17610298e+14]\n", "Found 6508 total galaxies in catalog for cluster 10999\n", - "[-3.08697592e+15 -2.17206412e+15 -6.63042611e+14 ... -5.82673028e+13\n", - " 9.31960139e+14 3.26618087e+14]\n", "Found 645 total galaxies in catalog for cluster 9029\n", - "[-8.14898081e+14 -8.95429281e+14 -3.67118202e+14 -2.00607185e+14\n", - " 1.27760584e+15 1.01822586e+14 6.68429158e+14 1.14703143e+15\n", - " -1.64373408e+15 -2.27772636e+15 1.72481998e+15 1.86018864e+15\n", - " -1.49666230e+15 1.07236066e+15 7.12295069e+14 -3.30303151e+15\n", - " -2.56954558e+15 -9.11939058e+14 1.02721765e+15 -4.37540318e+15\n", - " 2.14356277e+15 5.39587940e+14 1.14451294e+15 -5.98369253e+15\n", - " -8.23959494e+14 -6.60824267e+15 1.21692996e+15 1.39266792e+15\n", - " -1.88340924e+15 -4.79125511e+14 -2.24182788e+15 -3.11556844e+15\n", - " 2.89721786e+15 -8.95140411e+14 -7.20915606e+15 -3.12453033e+15\n", - " 2.25509693e+15 -9.97542756e+14 7.86062258e+14 8.51959003e+14\n", - " 3.14244011e+15 -1.58719095e+15 -1.46424990e+14 6.50585355e+14\n", - " 3.36755827e+15 2.45395370e+15 1.15672364e+15 -3.28155755e+15\n", - " 2.64207865e+15 -2.82690141e+15 5.22347045e+15 -4.43430129e+15\n", - " 6.39647044e+14 -1.31853760e+15 5.34084570e+15 1.20964640e+15\n", - " 5.38985204e+15 4.58289315e+15 -1.06044881e+15 -3.35219292e+14\n", - " 7.71541227e+14 -2.19591869e+15 4.25756528e+14 2.37717425e+14\n", - " -6.51521714e+14 -5.50817182e+15 -2.07750669e+15 6.05186752e+14\n", - " -3.84921159e+15 2.66908545e+15 -5.09039382e+15 -1.51034346e+14\n", - " -2.48584560e+15 1.22830565e+15 -1.20556654e+15 -7.12812362e+14\n", - " -2.33470872e+15 3.68289527e+15 -7.66446814e+14 4.27608185e+15\n", - " 1.64572376e+15 -2.94235150e+15 5.01922533e+14 1.49144293e+13\n", - " -4.16007252e+15 8.17983801e+14 1.93148926e+15 6.24130494e+14\n", - " -1.84206161e+14 4.89011802e+14 2.03167682e+15 2.76914186e+13\n", - " 2.01836677e+15 -3.12289407e+15 -1.46026285e+15 2.49168914e+15\n", - " 6.14957754e+15 1.20966575e+15 1.54149334e+13 3.75459414e+14\n", - " -2.36034545e+15 -1.33510108e+15 2.01665603e+15 -2.04300525e+14\n", - " -1.63600995e+15 -1.84386337e+15 -2.83970561e+15 -1.69540940e+14\n", - " -1.38110267e+15 2.44589370e+15 -2.65720770e+15 -2.09867806e+15\n", - " -2.50283790e+15 1.91070262e+15 -2.58210963e+15 2.03219556e+13\n", - " -5.53353708e+14 5.26676707e+15 -2.61311585e+15 -3.72309133e+15\n", - " 3.75138069e+13 1.91005903e+15 -1.15944666e+15 -1.13068270e+15\n", - " -9.62581732e+14 8.11042546e+14 -3.22005720e+15 -2.06869162e+15\n", - " -1.21007774e+15 -4.36625656e+15 6.45616173e+15 8.80193861e+14\n", - " 1.79481630e+15 -2.60316198e+15 -5.26076653e+14 2.17481300e+15\n", - " 3.92344836e+15 3.54986293e+15 6.02358716e+15 -4.34462270e+14\n", - " 8.41263164e+13 -4.30026363e+14 -9.01744062e+14 -3.99356899e+15\n", - " -1.96063840e+15 8.82630949e+14 -1.32036864e+15 4.22326366e+14\n", - " -2.42821368e+15 4.99953947e+15 1.53771930e+15 3.76049524e+13\n", - " -3.44734490e+14 -1.37426890e+15 4.80538576e+14 4.36076575e+14\n", - " 1.03927409e+15 2.12066540e+15 4.36554527e+14 2.48840130e+15\n", - " 3.53535525e+14 -9.28775828e+14 -9.57292835e+13 -5.68918857e+15\n", - " -2.58714168e+15 1.35574299e+15 9.76206657e+14 2.04463011e+15\n", - " -1.01969080e+15 -9.05019929e+14 3.74731965e+15 1.68917854e+15\n", - " 1.19300087e+15 3.96248027e+14 -6.03600997e+15 -4.22178679e+14\n", - " -1.29217432e+15 1.58944002e+15 3.22913376e+15 -2.79803688e+15\n", - " 1.25549702e+14 2.29066127e+15 1.15510791e+15 6.12167349e+14\n", - " 1.52522821e+15 -1.64025671e+15 -1.80257814e+15 -9.28964056e+13\n", - " 1.96855821e+15 8.56138276e+14 -1.13468409e+15 5.18161082e+12\n", - " 2.03192099e+15 -9.83807155e+14 2.41301775e+15 7.83739120e+14\n", - " 5.97349469e+14 -8.94171095e+14 -8.26587807e+14 -4.14190758e+14\n", - " 3.52700072e+14 -3.82266595e+14 3.87902104e+14 -7.00740769e+14\n", - " 1.47176024e+15 -2.49210544e+15 -2.03195011e+15 8.24322992e+14\n", - " 8.03916757e+14 -3.48348846e+15 7.45401047e+14 -3.46543109e+14\n", - " 1.20431667e+15 3.18638410e+15 3.13844537e+13 2.71338507e+15\n", - " -8.16315826e+14 -8.43650780e+15 3.57225575e+15 -1.27061083e+15\n", - " 1.66499726e+15 3.55783789e+14 -2.54157619e+15 -2.74523198e+15\n", - " 3.04903557e+14 3.61612157e+15 1.24627409e+15 -2.64439663e+14\n", - " -8.64535216e+14 2.14522847e+15 1.63727698e+15 -9.86115010e+14\n", - " 1.97143311e+15 -2.71727416e+14 -8.18083085e+14 -1.79582002e+14\n", - " -1.17441621e+15 4.96233966e+15 -5.68710310e+14 8.96617589e+14\n", - " -1.01137897e+15 -1.78180387e+15 2.13261154e+14 1.09391267e+15\n", - " 1.83707003e+15 -1.92538072e+15 9.43121616e+14 6.29049644e+14\n", - " -1.65533642e+15 -1.25596081e+15 -1.82511492e+15 -6.48064562e+13\n", - " 8.43633124e+14 4.85242383e+14 -2.36753543e+14 5.11388296e+14\n", - " 1.47485826e+15 1.85553625e+14 1.45657031e+15 1.32893426e+15\n", - " -2.36088172e+14 -1.34043491e+14 2.56960423e+15 1.07825984e+15\n", - " -1.30956891e+15 -2.20824286e+14 1.17554848e+15 6.65212695e+13\n", - " -1.87603452e+15 1.53445742e+15 2.49905617e+15 -2.63025553e+14\n", - " -1.95033072e+14 -2.22836836e+15 -3.45675687e+14 -5.16172388e+14\n", - " -6.83074812e+14 -1.04857555e+15 1.18434694e+15 2.32583742e+14\n", - " -7.34713026e+14 1.06597118e+14 -4.01712536e+15 -2.16172225e+15\n", - " -9.42010827e+13 2.68392621e+15 -3.21139599e+13 7.56260083e+14\n", - " 3.89612799e+14 -1.27329867e+15 2.28812305e+15 -1.55786377e+14\n", - " 5.47171212e+14 2.24398861e+14 1.02151485e+14 7.45882242e+14\n", - " 1.01122083e+15 -2.64126064e+15 1.71365831e+15 6.74169223e+13\n", - " 3.70657106e+15 1.14646374e+15 -3.44310271e+14 -5.45103737e+15\n", - " 1.38121000e+15 2.27742690e+15 -3.30209858e+15 -1.29957989e+15\n", - " 1.17228115e+15 -2.34800623e+15 7.01306758e+14 1.76524381e+15\n", - " 1.03810849e+15 -5.82205059e+14 6.85442740e+13 -2.58445330e+14\n", - " -1.93309609e+15 -1.27252469e+14 2.26418056e+14 -1.73155048e+15\n", - " -2.77874937e+15 -1.88794335e+14 2.43158957e+14 -1.63298055e+15\n", - " -9.85081482e+14 5.40227084e+14 -5.57223820e+14 2.83863858e+14\n", - " 5.62532454e+13 -1.73623646e+15 -6.56332834e+14 1.52118076e+14\n", - " -9.72623774e+14 -1.66565770e+15 -4.90717111e+15 -6.95444921e+14\n", - " -5.74858976e+14 -1.22759356e+15 -7.57981768e+14 -1.46922084e+15\n", - " -5.29710287e+14 -2.54418499e+15 2.09547157e+15 -1.10976719e+14\n", - " -1.21332876e+15 1.35482523e+14 -8.89892187e+14 1.01073523e+15\n", - " 1.64852725e+15 -2.49104262e+14 2.39334538e+14 1.36102697e+15\n", - " 2.85981381e+14 -4.37575958e+14 -2.63096079e+15 7.57568237e+14\n", - " -2.20367167e+14 -3.41463207e+15 8.58226250e+14 1.55444803e+15\n", - " -2.12534178e+15 2.22825775e+15 7.59424145e+14 3.07113887e+15\n", - " 1.49564531e+15 -3.82006501e+15 -1.43054123e+15 -3.75898579e+14\n", - " -2.41441017e+15 1.22054645e+15 -1.04426964e+15 -1.76597589e+15\n", - " 7.10277718e+14 2.25056664e+15 -6.24374501e+14 -2.95198104e+14\n", - " -2.73688263e+14 1.10226049e+15 2.43367202e+14 4.53438427e+14\n", - " -1.27766188e+15 1.22890636e+15 -1.15676204e+14 6.05908055e+14\n", - " 1.41764608e+15 -1.01008995e+15 4.24879379e+14 -5.94508491e+14\n", - " -8.60681497e+13 1.10085302e+15 3.98558474e+14 1.21481266e+15\n", - " -1.11485769e+15 -6.75754066e+13 6.82596379e+14 -1.40836754e+15\n", - " -9.29446629e+14 -9.48768022e+13 6.04237879e+15 5.91671381e+14\n", - " -1.00482722e+15 -8.14594101e+14 -1.25966444e+15 3.16917997e+15\n", - " 1.85759075e+14 4.65223660e+14 -7.29622109e+14 2.15009748e+14\n", - " 1.99455802e+15 -2.83948341e+14 3.93278258e+15 4.47707049e+14\n", - " 5.82076254e+14 1.77146322e+15 8.90664847e+14 1.62720542e+15\n", - " 8.23318128e+12 -4.12353675e+15 -3.14162261e+15 7.54626527e+12\n", - " 6.71122487e+14 -2.16879712e+15 9.29946279e+13 8.56161594e+14\n", - " 1.95500279e+15 -4.55919364e+14 1.33025008e+15 -4.67904133e+14\n", - " 8.22674645e+14 -1.58341599e+15 6.31657086e+14 5.34806715e+14\n", - " -1.53218254e+14 -7.31740323e+14 1.22035462e+14 -3.90680012e+13\n", - " 7.95942621e+13 -3.49154053e+14 6.79896995e+15 6.03558143e+14\n", - " -1.86264244e+15 3.94522483e+14 7.16164459e+14 1.32256726e+15\n", - " 1.29536370e+15 -1.26484991e+15 2.86781115e+15 -1.57760211e+14\n", - " 5.08145354e+14 -2.81573103e+15 7.10122815e+14 -5.42931251e+14\n", - " -1.11221283e+15 2.63554733e+15 -1.52876166e+15 -8.64808321e+14\n", - " -2.64067720e+15 1.82767907e+15 1.20095586e+15 3.30632460e+14\n", - " 3.21378285e+13 -1.42830040e+15 1.08884288e+15 4.90654727e+15\n", - " 7.09088398e+14 -1.14105614e+15 1.84893306e+15 1.72109011e+15\n", - " -2.89986500e+14 -2.73200121e+15 -2.01457006e+15 5.14322064e+14\n", - " -1.21697719e+15 -1.87535608e+15 8.51052121e+14 -5.37917604e+14\n", - " -1.45867005e+13 1.39781921e+13 -2.13263313e+15 7.85684108e+14\n", - " -2.38005262e+15 1.20928705e+15 -7.23555878e+14 -4.70458375e+14\n", - " 1.17149333e+15 7.53552257e+14 -7.74526327e+14 -4.70547776e+14\n", - " -1.33754943e+15 -2.95085175e+14 8.19352929e+14 -9.78306173e+13\n", - " -5.84464557e+15 8.75181838e+12 1.18467083e+15 4.12667977e+14\n", - " -1.23312282e+14 -1.58334248e+15 -1.94829285e+14 8.49562995e+14\n", - " 2.96537128e+15 -3.21929965e+15 2.27004193e+15 -5.84841272e+14\n", - " -1.93407012e+15 3.54689654e+14 3.71972930e+14 -1.64798682e+14\n", - " 6.65052783e+15 -3.14266430e+15 -4.19413664e+14 -8.79223963e+14\n", - " -4.65119246e+15 4.45114336e+14 -4.80211164e+14 -6.34492226e+15\n", - " 6.23115392e+14 -3.00964928e+15 -2.42395617e+15 -1.53214066e+14\n", - " -3.73288815e+15 -1.36794544e+15 -4.01943135e+14 -1.59467695e+15\n", - " 4.01274477e+14 -4.38836124e+15 -3.70268989e+14 -6.84958704e+14\n", - " -6.05455538e+14 -6.71875197e+14 1.12558521e+15 3.48553366e+14\n", - " -9.37123061e+14 1.23250460e+15 6.13427205e+12 1.68414794e+15\n", - " -4.33893450e+15 1.11928118e+15 -4.97245449e+14 3.66102777e+14\n", - " 4.35059046e+15 8.99354418e+13 -1.81213804e+15 -4.79056209e+14\n", - " 5.77824209e+14 3.22932395e+15 3.73041387e+15 2.23928865e+15\n", - " -1.65210097e+15 -4.64966134e+14 1.82875494e+15 -2.13719956e+15\n", - " -1.71924658e+15 4.23528802e+14 2.63114400e+15 3.83372002e+15\n", - " 1.34275707e+15 -2.32070556e+15 -2.31343708e+14 -1.87985107e+15\n", - " 4.14393760e+14 1.69640351e+15 6.56064783e+14 2.15730880e+15\n", - " -2.31883943e+15 -2.64559531e+14 -1.89039112e+15 -3.33446022e+15\n", - " -2.10564831e+15 -1.09562221e+15 -3.45702340e+15 -1.15261901e+14\n", - " -9.16464916e+14 1.23517776e+14 -1.85979862e+15 1.94788165e+15\n", - " -2.74292631e+15 2.11044387e+14 1.63045493e+15 -3.64419516e+13\n", - " 1.16632883e+15 -4.59071546e+14 -8.18017340e+13 -2.17645252e+14\n", - " 2.07812038e+15 -2.26567503e+15 -1.19436521e+15 -1.14687226e+14\n", - " 5.22410108e+15 -5.48119145e+14 -9.94625911e+14 -2.19030784e+15\n", - " 2.44664636e+14 1.11669498e+15 -3.20635077e+14 -3.92221338e+15\n", - " 9.36179236e+14 8.35804682e+14 6.38811753e+14 -2.03360358e+14\n", - " 1.96865624e+14 -1.21245833e+15 -5.88995867e+14 5.44346639e+14\n", - " 1.44841956e+15 2.76864956e+14 -9.82985744e+14 2.86723725e+15\n", - " -5.95900871e+14 9.55996657e+14 5.73395582e+13 5.55865398e+14\n", - " 6.46145429e+14 -2.22156599e+14 -1.60284616e+15 3.94079545e+14\n", - " 1.70409062e+15 3.02701666e+14 -8.32153431e+14 -2.87150082e+14\n", - " -1.79567213e+15 4.19538061e+14 -8.82107174e+14 1.92516154e+14\n", - " -1.23129141e+15 4.88862302e+14 -6.33791031e+14 -2.48036019e+15\n", - " -4.93028384e+14 -1.82945042e+15 -1.08714499e+15 2.37585997e+13\n", - " 1.88110725e+14 -1.59445122e+15 -7.19444711e+13 1.69737338e+15\n", - " 1.42555805e+15 -1.80693175e+15 5.20018136e+14 1.01219090e+15\n", - " 1.51639896e+15 1.01770834e+15 7.48324241e+14 2.80007231e+14\n", - " 1.07868784e+15]\n", "Found 1219 total galaxies in catalog for cluster 9429\n", - "[-1.17103417e+15 1.63639003e+15 4.85963103e+14 ... -6.38253315e+13\n", - " 2.29763277e+14 -4.69512736e+14]\n", "Found 2477 total galaxies in catalog for cluster 10146\n", - "[ 7.33518086e+15 -4.65022765e+14 1.49999566e+15 ... -9.43055302e+14\n", - " 1.11866592e+15 -5.39063693e+14]\n", "Found 3236 total galaxies in catalog for cluster 14476\n", - "[ 9.23642267e+14 1.69263772e+15 2.20182647e+15 ... -4.86362026e+14\n", - " -4.59216931e+14 -7.16649836e+14]\n", "Found 267 total galaxies in catalog for cluster 8395\n", - "[ 1.89670019e+15 -9.74594305e+14 -3.99707466e+14 -3.07024388e+13\n", - " -5.96802863e+14 -4.19431388e+14 -1.53799861e+13 9.35534628e+14\n", - " 1.92537820e+14 -8.43179162e+14 4.57422853e+14 -2.43608300e+15\n", - " -1.32254456e+15 -1.00310660e+15 3.99747786e+14 -8.68362597e+14\n", - " 8.42397889e+15 8.66904659e+14 1.23680300e+15 -2.25186185e+15\n", - " -3.71892141e+15 -1.13354514e+14 2.36007913e+15 3.90490466e+15\n", - " 5.36121636e+15 -5.78800966e+15 -3.95483733e+15 -1.57114554e+15\n", - " -1.43737765e+14 9.18019461e+14 2.81309947e+15 -3.04287967e+15\n", - " 1.32534330e+15 -1.04532116e+15 -3.19412928e+15 -2.32603578e+15\n", - " 7.67331086e+13 -1.08984056e+15 3.03970941e+15 -2.84477389e+14\n", - " 4.48688926e+15 2.96124370e+15 -2.44802717e+15 1.30483948e+14\n", - " 7.83584932e+14 -8.64014377e+13 3.65113432e+15 1.69221273e+15\n", - " 4.34495993e+15 3.13966687e+15 -4.07775602e+15 -5.92750160e+15\n", - " 5.05346861e+13 -6.47688043e+14 9.71030371e+14 -4.79232702e+14\n", - " 1.30262454e+15 -7.34659535e+13 3.97894745e+15 -5.62743314e+14\n", - " 8.18422786e+14 3.71712154e+14 -7.85754888e+14 -3.95118829e+15\n", - " 8.24782600e+14 -1.82030656e+15 -2.56917893e+15 -6.86566034e+14\n", - " -4.98493507e+14 1.76397797e+15 -4.70897230e+14 1.55597712e+15\n", - " 4.22873552e+15 1.49041401e+14 -1.47933213e+15 3.28428517e+15\n", - " 3.16276516e+14 -4.41108444e+15 -3.64012934e+13 -5.32457324e+15\n", - " 2.09657814e+15 2.07943300e+15 -1.02449277e+15 -2.39207344e+15\n", - " -8.99491178e+14 -1.08983547e+15 8.27726154e+15 -1.19826757e+15\n", - " 5.62659200e+15 -5.58754123e+15 -1.47940660e+16 -4.96189774e+15\n", - " -6.34488470e+15 6.09519039e+14 -3.85551997e+15 -7.57844024e+14\n", - " 2.92494263e+15 -1.60605616e+15 -4.76709808e+14 6.54788582e+14\n", - " 1.72896040e+14 1.46637434e+15 -2.07175153e+15 -2.65906908e+15\n", - " 3.60377550e+15 -1.05298252e+15 2.34485683e+14 -3.33058298e+15\n", - " -4.77092900e+14 -4.57796087e+14 -2.14535829e+14 6.95893041e+14\n", - " 4.82439774e+15 4.80215244e+14 1.56086184e+14 -2.94221538e+15\n", - " -8.11562422e+14 4.91989142e+15 3.00475179e+14 4.60283983e+15\n", - " -4.34267637e+15 8.16056560e+13 -1.71421420e+13 -1.45371630e+15\n", - " -1.45009615e+15 5.80805151e+14 2.67024677e+15 -1.12925601e+15\n", - " 5.57940985e+15 3.32153685e+15 5.46235750e+14 9.25497322e+15\n", - " 2.27274927e+15 7.14736228e+14 1.04155031e+15 -1.35555407e+15\n", - " 1.28069774e+15 -3.25495059e+15 -1.32345742e+15 -9.62484637e+14\n", - " -4.78701744e+15 2.89498691e+15 -6.99864956e+14 -7.10067946e+14\n", - " 4.77648798e+14 -4.29729255e+14 2.86203378e+14 3.61310015e+15\n", - " 3.11271043e+15 -3.43108883e+13 -2.17067701e+15 -4.92789101e+14\n", - " 9.40975741e+15 1.67189655e+15 1.51859704e+15 1.54695280e+14\n", - " 1.28481464e+15 2.64466038e+15 3.22249069e+15 1.10174994e+15\n", - " -3.55024313e+14 1.63277038e+15 -1.64292544e+15 -2.67606968e+15\n", - " -9.06894336e+14 4.86769716e+14 -1.74672141e+15 -1.53143641e+15\n", - " -4.80585157e+14 2.57657536e+15 -1.45167593e+15 2.11929253e+15\n", - " -4.55397249e+15 -5.63597314e+14 -2.92212105e+15 3.35235411e+15\n", - " 2.01993935e+15 -1.21473025e+14 7.09201895e+13 1.82719577e+15\n", - " -5.56133911e+14 -4.16179483e+15 5.27480842e+14 -1.13576741e+15\n", - " 2.03285593e+15 1.79624510e+15 -3.96185821e+15 4.02189521e+14\n", - " -1.86491645e+15 1.43919511e+15 -4.81303873e+15 1.43844910e+14\n", - " 5.46906418e+14 -1.87107545e+15 -4.12688575e+14 9.09055880e+14\n", - " -2.59996491e+15 2.18189995e+14 4.65688135e+15 -1.23967159e+15\n", - " 3.95276716e+15 -1.11213265e+15 8.35505496e+14 1.14172973e+15\n", - " 2.49520872e+15 1.68314425e+15 -9.76973941e+14 5.89943724e+14\n", - " -1.56430740e+15 1.87350148e+15 4.81143156e+15 2.58860648e+15\n", - " -1.42250459e+15 -2.70805468e+15 -5.68523077e+14 -1.50418534e+14\n", - " 3.60907605e+14 -1.19349533e+15 1.88237884e+15 -1.12724859e+15\n", - " -3.00684089e+15 -1.25506305e+15 -1.13907140e+15 -1.58694209e+15\n", - " 2.25175875e+15 -2.65038643e+12 -2.31897750e+15 -5.92888954e+15\n", - " -2.08474602e+15 8.43764311e+14 -7.83693119e+14 -2.03018701e+15\n", - " -2.09062878e+15 -3.49921607e+14 3.00510165e+14 7.89421055e+14\n", - " 1.58189047e+15 -7.09441730e+14 -1.55520619e+15 -2.35064516e+15\n", - " -5.81963695e+14 -1.33351544e+15 3.05487453e+15 -8.36590721e+13\n", - " -8.78095422e+14 -3.24181575e+14 2.58203441e+15 -1.60084198e+15\n", - " 8.04445800e+14 1.07430744e+15 -7.66278877e+14 -1.28258005e+15\n", - " 2.77520943e+14 7.99870901e+14 -1.19780641e+15 -3.75625085e+13\n", - " 1.10516784e+14 3.73748378e+14 -1.68440971e+14 -3.02721086e+14\n", - " 1.78291574e+15 2.22960617e+14 4.41815720e+14 -7.21888999e+14\n", - " 3.10586422e+14 1.46051385e+15 4.82716860e+13]\n", "Found 4237 total galaxies in catalog for cluster 16657\n", - "[ 1.73061757e+14 2.54954210e+15 -1.30578956e+15 ... -4.65637669e+14\n", - " -5.28987223e+14 -5.79295625e+14]\n", "Found 3203 total galaxies in catalog for cluster 13039\n", - "[-3.05921230e+14 -4.29091973e+15 7.14590922e+14 ... -9.74309726e+14\n", - " 9.39140385e+14 7.74731174e+14]\n", "Found 3217 total galaxies in catalog for cluster 15382\n", - "[-6.91633283e+14 -2.89381603e+15 -9.20324067e+14 ... 1.95773893e+13\n", - " 1.76797044e+14 -3.35284475e+14]\n", "Found 1554 total galaxies in catalog for cluster 17011\n", - "[ 3.70514641e+13 -1.23831223e+15 6.19817175e+14 ... -1.78269311e+14\n", - " -1.50546472e+14 5.37619798e+14]\n", "Found 6645 total galaxies in catalog for cluster 8523\n", - "[ 3.57477667e+15 6.22531234e+14 1.12825151e+15 ... -4.53005420e+14\n", - " 5.02165819e+14 -3.08044824e+14]\n", "Found 1321 total galaxies in catalog for cluster 11300\n", - "[ 1.64712540e+14 -1.02292532e+15 -2.64211571e+14 ... 1.18093279e+15\n", - " -6.07487087e+14 -1.13757536e+13]\n", "Found 6793 total galaxies in catalog for cluster 17462\n", - "[-2.18307330e+15 3.57293877e+15 1.35011546e+15 ... -6.60280862e+14\n", - " 3.34865265e+14 2.91652392e+14]\n", "Found 1814 total galaxies in catalog for cluster 13025\n", - "[-8.75999474e+14 -1.63349074e+15 5.70566324e+15 ... -1.99552053e+14\n", - " -1.78807497e+14 -6.89566394e+14]\n", "Found 2637 total galaxies in catalog for cluster 21385\n", - "[-2.00723354e+15 2.60224895e+15 -6.97323129e+14 ... 5.20291779e+14\n", - " 6.41510127e+14 3.98758821e+14]\n", "Found 3100 total galaxies in catalog for cluster 20888\n", - "[8.84525124e+14 9.86846013e+14 1.31469738e+15 ... 1.26856737e+14\n", - " 1.67536999e+14 2.32972147e+14]\n", "Found 3863 total galaxies in catalog for cluster 21815\n", - "[-7.84039083e+14 -7.74464851e+14 -9.51865359e+14 ... 4.93512637e+14\n", - " 2.44911134e+14 4.37453004e+14]\n", "Found 956 total galaxies in catalog for cluster 7594\n", - "[ 7.67810564e+14 -8.89300112e+14 -1.19219233e+15 4.12480510e+14\n", - " -6.46250821e+14 4.82479966e+14 8.06601527e+14 7.94222824e+14\n", - " 2.04493920e+14 -3.85598312e+14 8.66889713e+14 6.64292546e+14\n", - " 2.63817001e+14 2.64913897e+13 1.00641614e+14 3.60545892e+13\n", - " -2.80763048e+15 4.56733580e+15 -5.33129154e+15 -1.89180463e+15\n", - " -5.42661724e+15 -4.41289366e+14 7.40797958e+14 -3.94785342e+14\n", - " -9.73547239e+14 -3.48706031e+15 5.58559706e+14 3.47519619e+15\n", - " -2.86223521e+15 1.21900110e+14 -4.89046285e+14 2.22005982e+15\n", - " -5.41409543e+14 6.53211250e+15 -1.07061031e+16 -1.47900052e+15\n", - " 2.11470851e+15 -1.02730898e+15 -2.81018712e+15 5.06801585e+14\n", - " 1.10589868e+16 7.17138569e+14 6.76886361e+15 9.58500278e+15\n", - " 6.21341933e+15 6.24521264e+15 5.52153408e+14 -5.07209346e+15\n", - " -2.13518390e+14 8.46773365e+13 -3.86224290e+14 -3.03811053e+15\n", - " 2.73019104e+15 4.11625713e+14 3.44301416e+15 3.98101366e+14\n", - " 1.53860466e+15 2.13215244e+15 -9.75642272e+14 -7.92930303e+15\n", - " 4.91971396e+14 -5.65996983e+15 -8.48705620e+14 -9.08912238e+14\n", - " -1.01739769e+15 1.64759903e+15 -2.12258112e+15 -2.73207031e+15\n", - " 5.41557261e+14 6.96068752e+13 7.91249596e+14 -2.41896380e+15\n", - " 4.24133387e+14 -2.40135186e+15 -1.50327794e+15 -7.73606554e+15\n", - " 2.37855439e+15 3.39307200e+15 -2.27770776e+15 -2.82256673e+14\n", - " -2.72263134e+15 -1.05371000e+15 -2.46932345e+15 -1.86606628e+13\n", - " -1.14863700e+15 -2.29197530e+15 3.04598414e+15 1.22274355e+15\n", - " 5.54930053e+15 -6.76834510e+14 4.43635727e+14 3.19781766e+15\n", - " -5.65626642e+15 2.30834298e+15 -1.71594553e+15 -2.37918006e+15\n", - " 3.22783827e+15 -1.43233678e+15 1.38180576e+15 -1.27002186e+15\n", - " -4.91547994e+15 -1.42176244e+15 6.19067570e+14 7.56927250e+15\n", - " 3.71714891e+14 -1.78473938e+15 1.39147109e+14 -4.69752297e+14\n", - " 7.32265867e+15 2.19395519e+15 2.01638215e+15 -3.06709184e+14\n", - " -6.79543390e+15 6.36584260e+14 3.00085784e+15 2.47193981e+15\n", - " -2.00072227e+15 -4.13137984e+15 7.35229969e+15 -5.04881245e+15\n", - " -4.92642386e+14 6.95939249e+14 7.87861109e+14 -1.28875167e+15\n", - " -4.08513830e+15 -6.30389489e+14 -1.91323777e+15 -6.96059015e+14\n", - " -4.60564979e+14 -5.62564003e+15 -1.38559496e+15 4.50962705e+14\n", - " 1.38627097e+15 -6.93833331e+14 2.16311490e+14 3.18076923e+15\n", - " 1.06424593e+15 -5.43029665e+14 -5.49933182e+14 5.34748766e+15\n", - " -2.84716714e+15 -5.61970074e+14 -5.46554351e+15 -5.46930064e+15\n", - " 1.04416899e+16 -1.09428791e+15 1.00081615e+14 6.71497685e+14\n", - " -2.17271486e+15 6.74461138e+14 -2.14692655e+15 -1.37113150e+15\n", - " -1.79610028e+15 -6.04600271e+15 -1.68804243e+15 -6.36754385e+14\n", - " 2.97396039e+15 -3.02588173e+15 8.73552610e+14 -1.99522866e+15\n", - " -4.42353202e+15 -2.89987814e+15 1.05182949e+16 -1.61085330e+15\n", - " -1.10675169e+15 6.17433243e+15 1.83999374e+15 3.28439237e+13\n", - " 3.80256833e+15 -3.51741425e+14 1.97593368e+15 5.08977460e+14\n", - " 6.66063285e+15 2.14818620e+15 1.97827361e+14 3.98424055e+14\n", - " 2.31568561e+15 6.37602971e+14 5.06309677e+15 -3.61730353e+14\n", - " 1.10252620e+15 -4.10105814e+15 -1.06992666e+14 -2.14213253e+15\n", - " -5.79864275e+15 6.50064225e+15 8.17704069e+13 -6.59716183e+15\n", - " -1.41289178e+15 -1.01874888e+15 2.49716800e+15 -3.57068866e+14\n", - " -7.52041756e+15 -2.79106354e+15 -8.74569932e+15 -3.73311621e+14\n", - " -3.06476883e+15 6.07698319e+15 -3.07557264e+14 -2.33518115e+15\n", - " -1.08013421e+14 -3.36579379e+14 4.01272995e+14 1.06729149e+15\n", - " -2.52239900e+15 -3.62688815e+14 2.22797122e+15 7.28029255e+15\n", - " -1.72415280e+14 -3.52506716e+15 8.99428734e+14 1.20898921e+14\n", - " -3.68833369e+15 -8.83667712e+14 -2.28152340e+15 -6.54544299e+14\n", - " 3.25821535e+15 3.24516714e+15 -5.04049261e+14 -4.34020520e+15\n", - " 3.53166891e+15 1.04238748e+14 4.47660569e+14 -5.50151331e+15\n", - " -1.98352108e+15 -1.95093684e+15 -3.39575345e+15 7.91865486e+14\n", - " 8.38832365e+14 -1.23882267e+15 7.18888634e+14 -3.48500433e+14\n", - " -1.26672818e+15 -5.08808362e+15 -1.67348609e+15 1.50102132e+14\n", - " 1.50589844e+15 5.31218004e+15 -6.92899491e+15 2.37057961e+15\n", - " 5.16687199e+14 1.63163257e+15 -9.89372260e+14 -1.41967920e+15\n", - " 3.18165795e+14 -6.86885746e+14 -4.80213704e+15 -3.84544621e+15\n", - " -4.50821365e+15 3.50267121e+15 -1.31637567e+14 -1.87217078e+14\n", - " -8.18848577e+13 1.66805413e+14 1.05997242e+15 8.52030308e+14\n", - " 1.89855569e+15 -3.21418461e+15 1.46472171e+15 1.74213601e+14\n", - " -6.83515475e+14 3.81508824e+14 -2.33683198e+15 1.58896988e+14\n", - " -4.65182426e+15 -2.42617866e+15 8.64150355e+14 4.76740746e+14\n", - " 4.60476535e+15 -1.60806232e+15 -1.77465562e+13 -1.94554742e+15\n", - " 2.26707955e+15 -2.33284722e+14 -2.68854956e+15 1.19427129e+15\n", - " 2.14567259e+15 -7.78350418e+14 1.98805843e+15 -1.12209910e+15\n", - " 3.22861357e+15 -4.37747116e+15 7.96461175e+14 2.11316173e+14\n", - " 2.32347288e+15 2.54051788e+15 -8.60298421e+14 -2.02990176e+15\n", - " 2.13961363e+15 8.54078298e+14 5.33674097e+15 5.89494933e+14\n", - " 1.19457256e+15 4.54423532e+14 -4.93369572e+15 5.39214962e+15\n", - " -3.80064334e+15 1.51323376e+15 -1.36847951e+15 1.81927446e+15\n", - " -5.16113371e+15 -5.40525076e+14 2.07996167e+15 -2.15016726e+14\n", - " 1.08237451e+15 -5.91418136e+13 -4.66331873e+15 4.59128562e+15\n", - " 7.20248954e+14 9.58323349e+14 -6.60467345e+15 -4.07336184e+15\n", - " 2.81693134e+15 -1.60346718e+13 -6.93172948e+15 -2.17710052e+14\n", - " -8.96823335e+14 9.21587150e+12 -1.46534291e+15 -1.60905331e+15\n", - " 2.86988431e+15 4.28123253e+14 -1.07144492e+14 -1.27758246e+15\n", - " -2.38788348e+15 4.12331893e+15 -1.42737668e+15 -2.88019790e+14\n", - " 6.06487445e+14 -1.50799061e+15 -1.84334191e+15 3.71257159e+14\n", - " -1.64775228e+15 -1.24307959e+14 -1.42011811e+15 5.96721057e+15\n", - " -1.43562119e+15 -1.53862847e+15 6.04003518e+14 -1.61125781e+15\n", - " -1.62596357e+14 -5.38598666e+14 4.93858355e+15 2.54302330e+15\n", - " 2.84289364e+15 1.69549391e+16 1.68361821e+15 -1.54065317e+15\n", - " 5.46942882e+15 3.16325909e+15 -5.09742045e+15 -4.47482528e+14\n", - " -2.20311874e+15 -2.32431431e+15 8.74730270e+13 4.05195046e+15\n", - " 4.55932643e+14 2.20907883e+15 9.28938359e+14 -1.63182197e+15\n", - " -2.09524363e+15 -2.23519877e+15 -7.65208685e+15 -7.49476830e+14\n", - " 1.00903649e+14 -3.61934167e+15 2.12408147e+13 -4.90056883e+13\n", - " 5.11191137e+15 2.20558731e+15 -3.68202489e+15 2.90416481e+14\n", - " -1.12214260e+15 -1.95479109e+15 -6.58288608e+15 1.84169564e+14\n", - " -8.57371822e+13 2.17512295e+15 -1.05630389e+15 -9.03769076e+14\n", - " 8.24599167e+14 1.94981330e+15 8.02099875e+14 -9.45356159e+14\n", - " 3.29314377e+14 -1.83658527e+15 2.05497406e+15 -9.56093420e+13\n", - " -1.83778362e+15 1.98256220e+15 -5.77782676e+15 -4.61890736e+14\n", - " 2.72263289e+14 -5.33548515e+14 1.72033759e+15 -2.64715524e+14\n", - " -3.65304354e+15 -5.09018271e+14 2.30634774e+15 2.13457344e+15\n", - " 7.75508484e+14 2.68698528e+15 -2.59361829e+15 1.56405805e+15\n", - " -3.21999828e+14 2.30940629e+15 1.20125591e+15 3.75504308e+15\n", - " 1.32902499e+15 -2.18744962e+15 -1.95575838e+14 -2.49657337e+14\n", - " -1.96412390e+15 -4.34092929e+15 8.99075678e+14 7.00446704e+15\n", - " -4.95320419e+14 1.98254579e+14 3.09349058e+14 -3.35127538e+14\n", - " 3.52853871e+15 -3.46950600e+15 1.63283611e+15 -8.38494390e+14\n", - " -4.33494839e+15 -9.30098890e+14 1.78554634e+14 -1.65606364e+15\n", - " 4.09392895e+14 -2.76095739e+15 7.60432921e+15 2.47360119e+15\n", - " 5.50953826e+15 8.68516097e+14 8.68418820e+14 -6.01282404e+15\n", - " 2.07780438e+15 -2.02382160e+15 4.17123466e+15 7.71129243e+14\n", - " 5.07167052e+14 -1.43370198e+15 7.12606246e+14 -2.88944979e+14\n", - " -1.25291624e+15 6.35905594e+14 -4.87332507e+15 -1.73328807e+15\n", - " -9.17249871e+14 1.49628394e+15 -1.39043600e+14 1.07338105e+15\n", - " -2.61206883e+14 -1.15756080e+15 7.13945232e+14 1.82677214e+15\n", - " -5.66893652e+14 -1.71895132e+15 3.51338915e+14 6.14309944e+14\n", - " 2.36501509e+15 -1.81735092e+15 1.14374381e+14 9.36998923e+14\n", - " 4.74433499e+13 1.38567654e+15 -6.74933772e+14 -2.36570502e+15\n", - " -1.54913782e+15 4.35639068e+15 -3.55594320e+15 1.78733275e+15\n", - " 4.59091974e+14 5.39603640e+14 4.70698559e+14 -6.78838980e+13\n", - " 6.95645708e+14 -2.11873699e+14 -5.58434484e+14 1.15898130e+15\n", - " -1.63893547e+15 -7.46308370e+13 -6.16504264e+14 1.21253427e+15\n", - " 1.46848428e+15 -6.43182510e+13 -1.43697817e+14 -2.21951483e+15\n", - " -1.76975630e+15 -2.06033533e+15 1.77359763e+14 5.87223467e+14\n", - " -9.76539956e+14 5.87025471e+14 -1.64242234e+14 -4.41246679e+15\n", - " -1.58015154e+14 -1.78113523e+15 2.74074044e+14 -1.31661100e+15\n", - " 8.83033521e+14 -8.48661919e+14 -1.25402070e+15 1.69433862e+14\n", - " -9.90148972e+14 6.69996997e+15 1.23645620e+15 -5.87343797e+14\n", - " 8.73905904e+12 -3.05688781e+15 -1.54864959e+15 1.73277544e+15\n", - " 3.95906214e+14 2.67961005e+15 -2.35799265e+15 -3.37874566e+15\n", - " 5.68445782e+14 -4.66616619e+15 3.42519916e+15 9.24623153e+14\n", - " -2.82602462e+15 -1.47010914e+15 -4.07610929e+15 1.81101357e+14\n", - " 1.62764662e+15 1.51267853e+15 1.70046246e+15 -6.96127273e+14\n", - " 1.45845996e+15 -1.42615173e+15 9.20722874e+14 1.15146646e+15\n", - " -1.98567539e+15 9.06833883e+14 -2.31569925e+15 -2.52950484e+15\n", - " 5.86245211e+15 1.45090664e+15 2.96227422e+14 -1.12329028e+15\n", - " 8.50730293e+14 1.02621006e+15 2.56323351e+15 -2.18716623e+15\n", - " 1.11745651e+15 -4.04373229e+14 5.59506395e+14 -1.23719305e+14\n", - " -2.62512012e+15 -5.30271417e+14 4.80778351e+14 -6.15908799e+14\n", - " 4.14029881e+14 1.39208097e+14 -9.25956215e+14 2.31180028e+15\n", - " 2.15891240e+14 2.20910826e+14 3.52067436e+15 1.60950856e+14\n", - " -2.22347451e+15 1.09034601e+15 9.31269270e+14 1.23624852e+15\n", - " -3.30216142e+15 -1.70680421e+14 -2.09801120e+15 -7.27434130e+14\n", - " 4.76970984e+13 2.14007822e+15 2.23069627e+14 -2.84549044e+14\n", - " 1.90020829e+14 -3.71380568e+14 1.21000933e+15 1.20358234e+15\n", - " 2.09791428e+15 1.75362200e+15 1.87758014e+15 -3.20349216e+14\n", - " 1.97862298e+15 2.45056364e+15 -4.03650945e+15 -1.38430818e+15\n", - " -2.70900730e+14 2.46558400e+15 2.42662092e+14 -1.25056186e+14\n", - " -1.47560237e+15 1.18062778e+15 -7.29257081e+14 -3.16353867e+15\n", - " -2.67077472e+15 1.89239058e+15 -7.20789812e+14 2.21557842e+15\n", - " 6.53046430e+14 -2.00195016e+15 4.14764348e+15 -2.98148669e+15\n", - " 1.42518118e+15 -1.33154328e+15 -2.08860436e+14 1.47555984e+15\n", - " 6.32953340e+13 -3.97270836e+14 5.88586350e+13 -2.47068806e+15\n", - " -1.38893478e+15 1.95786136e+14 -1.56029425e+14 -6.08664912e+15\n", - " -2.58318621e+15 2.88379347e+15 -2.49759231e+14 6.45904435e+14\n", - " -2.76422194e+15 1.96333228e+15 7.96213071e+14 -2.03868767e+15\n", - " 1.64130194e+14 2.02569640e+15 -3.79908782e+14 -2.22250555e+15\n", - " -1.05108793e+15 -2.45452356e+15 -5.83736876e+14 6.95315733e+14\n", - " 4.70561364e+14 -5.80047573e+15 -1.43966339e+13 -1.34136115e+14\n", - " -9.88822244e+14 -1.61720658e+15 -5.80070482e+14 1.39741784e+15\n", - " -2.28634143e+15 2.54966296e+14 -1.12352625e+15 7.72062137e+13\n", - " 6.10191404e+14 -1.55244129e+15 -1.47242203e+15 1.84033744e+13\n", - " 4.26190228e+15 2.10528800e+15 -9.17363687e+14 3.30325478e+15\n", - " 1.10109369e+15 9.40878131e+14 2.49182382e+14 -1.50214193e+15\n", - " -4.11870712e+13 7.94505997e+14 4.25648712e+14 -5.67507975e+15\n", - " -1.96730571e+15 -7.99474199e+14 -1.88965503e+15 -2.61514359e+15\n", - " -2.81054268e+15 1.21674099e+15 3.02277317e+15 -1.23662807e+13\n", - " -2.29015519e+14 1.04833645e+14 3.15332338e+14 -2.43210301e+15\n", - " 6.18737245e+14 1.54615017e+15 9.06452390e+13 5.58932985e+14\n", - " 2.04690832e+15 1.36194286e+14 1.53523271e+15 -9.37088693e+14\n", - " -1.91789726e+15 1.95287273e+14 4.12834881e+14 3.03866388e+14\n", - " -2.28910664e+15 1.77194416e+14 -1.82502594e+15 3.86737513e+14\n", - " 1.06278137e+15 2.57220174e+15 1.42395254e+15 -1.01287317e+15\n", - " 1.50277319e+15 -1.35811040e+15 -1.12898638e+15 -2.67680689e+15\n", - " -1.59202775e+15 3.26658618e+14 1.26420329e+14 -1.63443790e+15\n", - " 8.09647182e+14 1.43157741e+15 2.26994334e+15 -8.39726914e+14\n", - " 3.30741200e+15 1.66157494e+15 -7.01025576e+15 -7.70701322e+14\n", - " 6.87656661e+14 -2.39943902e+14 3.06287235e+15 -1.39289194e+14\n", - " 4.11276344e+15 -1.00166332e+15 -9.60831658e+14 -9.56859457e+13\n", - " 6.52686820e+14 3.74931593e+14 -1.04741954e+15 -6.33366017e+14\n", - " -1.19323503e+15 2.41699018e+13 -3.87266889e+15 -1.50267583e+14\n", - " 2.21609689e+15 -8.35235133e+13 -2.28038283e+15 -4.19427046e+14\n", - " 2.96262971e+14 -1.32797904e+15 3.17750989e+14 -4.52721724e+14\n", - " -1.33199466e+15 1.38105005e+15 -1.66602633e+15 3.66925209e+14\n", - " -1.64612299e+15 -9.34154393e+13 4.39110835e+15 -1.63975317e+15\n", - " 1.19377671e+15 1.84297943e+15 1.08309602e+15 1.60362477e+14\n", - " -1.03635339e+15 1.34072301e+14 1.62994163e+14 -5.73460497e+14\n", - " 1.29813116e+15 3.82616124e+15 -1.61141530e+15 -2.06313965e+15\n", - " -7.22455828e+14 -1.48612671e+15 6.55666388e+13 -5.12939941e+15\n", - " -1.37028247e+15 3.06929665e+15 -1.17952729e+15 -1.06688283e+14\n", - " -1.25217742e+14 2.13272577e+14 -6.71465520e+14 -1.90212277e+15\n", - " -3.04102067e+15 3.54110519e+15 -9.12386822e+13 -2.95353132e+15\n", - " -1.72707383e+15 8.91588573e+14 2.91423263e+15 -3.24372031e+15\n", - " -6.46107083e+14 5.70375893e+15 3.52635193e+14 8.74010209e+12\n", - " -3.34224227e+13 1.61328855e+15 8.29800113e+13 -2.85552474e+14\n", - " -1.66412972e+15 1.99327468e+15 -1.00233891e+15 -3.10502583e+15\n", - " -2.63374505e+15 -2.22950789e+15 5.30809362e+14 -2.30936233e+15\n", - " 1.31183154e+15 -7.90881835e+13 -2.46161988e+15 -1.37410232e+15\n", - " -3.77351971e+14 3.24484595e+13 2.18162739e+15 -6.20931199e+14\n", - " -1.09659910e+15 -2.06356201e+15 9.58613678e+14 -6.84201976e+14\n", - " 6.68061197e+14 -1.34704983e+15 2.05014536e+15 2.31178065e+15\n", - " -2.21153054e+15 2.22191724e+15 -1.37676842e+15 -1.28924766e+15\n", - " 7.17162342e+14 1.53859780e+15 4.69818411e+14 -5.26291984e+14\n", - " 1.58090988e+15 -7.96291828e+15 -1.48862682e+15 1.61609188e+13\n", - " -9.11047744e+14 -2.75414674e+14 3.15500815e+14 2.69346287e+15\n", - " -6.32711205e+14 3.73542946e+14 3.63947166e+14 -2.82544049e+15\n", - " -2.63365535e+15 -1.05913642e+14 3.30918512e+14 1.06854405e+14\n", - " -5.20271352e+14 4.21957061e+14 4.85449082e+14 1.30211637e+15\n", - " 1.01313183e+15 3.68614348e+14 1.17782832e+15 -3.32930954e+14\n", - " -1.28497030e+15 -1.74182435e+15 -1.88156989e+15 1.05503113e+15\n", - " -5.98649170e+15 -1.17627158e+15 -3.24341782e+14 -1.54012169e+13\n", - " 1.07777239e+15 -1.37904124e+15 -9.15530770e+14 1.37384550e+14\n", - " -7.62232858e+14 -1.03150034e+15 2.03474544e+13 -1.70728815e+15\n", - " -3.36227830e+14 -2.38362606e+15 -4.04459683e+14 -4.45382969e+15\n", - " 1.63058651e+15 -1.64458652e+15 -2.77105921e+15 -3.50344013e+14\n", - " -3.35231314e+14 4.93775448e+14 -2.46456398e+14 -3.01895006e+15\n", - " -8.08915221e+14 6.51683058e+14 -5.33548219e+14 -1.73656802e+15\n", - " -3.40057209e+15 1.15202807e+15 -3.68066519e+15 2.19402661e+15\n", - " -3.79945186e+15 -5.40270790e+14 -3.07192403e+14 -3.60779784e+15\n", - " 1.40364890e+15 2.19696803e+14 -9.24159285e+14 -6.34231679e+14\n", - " 1.98446080e+15 1.02804845e+15 -2.92419295e+13 -5.84307430e+15\n", - " 3.96008641e+14 -1.60577427e+15 4.03187079e+14 -6.43684833e+14\n", - " 1.53552525e+14 -9.47971824e+14 3.39794491e+14 -2.04579163e+14\n", - " -2.73702319e+14 -9.24098081e+14 1.66753519e+15 -7.64337904e+14\n", - " -4.67912433e+14 1.96071466e+14 -2.53708783e+14 -4.85776787e+14\n", - " 3.81057217e+13 4.33737017e+14 -6.00703607e+14 1.76500928e+15\n", - " 4.71693868e+13 6.43567520e+14 -4.19093030e+14 -1.17011285e+15\n", - " -1.16774864e+15 -8.76122052e+14 1.03374110e+15 -9.12460936e+14\n", - " 5.28595272e+14 -1.79897756e+15 7.68487239e+14 -1.02009344e+15\n", - " 2.84485330e+15 1.16559292e+14 3.51129095e+14 -3.11205063e+15\n", - " 1.20628986e+13 -1.47381226e+14 -6.33738832e+14 2.12924961e+14\n", - " 4.73041770e+14 -3.97143143e+14 -1.43008236e+15 1.51317217e+15\n", - " -1.85441999e+15 8.77825403e+13 2.18512368e+14 -5.05895567e+14\n", - " 7.14422917e+13 -1.63275876e+15 -2.74071042e+14 -9.03810029e+14\n", - " 2.31622046e+14 -5.71255106e+14 -8.56952311e+14 -4.04830642e+14\n", - " 9.15255347e+14 1.66781969e+15 1.28565044e+15 2.55144992e+14\n", - " -3.78000835e+14 -2.39853470e+14 -1.99156973e+15 -3.38847273e+14\n", - " 1.90845357e+14 -1.13147685e+15 2.84937261e+14 -9.66751259e+14\n", - " 1.58732431e+15 9.47341887e+14 1.34602884e+15 5.78514422e+14\n", - " -2.96606013e+15 -5.02622823e+14 8.77751014e+14 5.90369374e+14]\n", "Found 632 total galaxies in catalog for cluster 21425\n", - "[-7.66201385e+14 1.08024346e+15 -5.47279263e+14 9.78755357e+14\n", - " -1.03959464e+15 3.44917244e+13 1.34788796e+12 5.92352395e+14\n", - " 7.71051398e+14 2.63896193e+14 7.23006750e+14 -2.70497149e+14\n", - " 3.69533920e+14 3.88753567e+14 -4.24147287e+15 -2.10903245e+15\n", - " -2.22900922e+15 3.28221571e+15 2.98141534e+15 -1.73861827e+15\n", - " 2.36975877e+15 -5.68349848e+15 6.89698477e+14 -2.43213604e+15\n", - " -5.15468066e+14 3.43418940e+14 -1.95600823e+15 5.25629529e+14\n", - " 3.10658223e+15 3.62208310e+15 -5.03471340e+15 -8.72599189e+13\n", - " -3.79325157e+14 5.52966021e+14 -6.48070106e+14 -3.08909860e+15\n", - " 4.58298588e+14 -2.10980458e+15 1.96805956e+15 -1.07919532e+16\n", - " -7.04092663e+15 -5.10741801e+15 3.46191467e+15 -9.87941243e+14\n", - " 3.91614703e+15 -4.21243987e+15 -5.83710099e+15 7.38030258e+14\n", - " -5.66598067e+15 -5.42063504e+14 -5.66488455e+14 1.50472217e+15\n", - " -3.90248485e+14 -3.17934072e+15 3.31504215e+15 -1.31618913e+14\n", - " -5.32391417e+15 -1.08831057e+15 1.65179718e+15 -1.82137507e+15\n", - " 1.05904027e+16 -5.28040956e+14 2.13727457e+15 1.51924007e+15\n", - " 9.94793725e+14 -2.78964674e+15 -1.46271567e+15 -1.84629116e+15\n", - " -1.77378137e+15 -1.10024331e+15 5.29929593e+15 3.33894319e+15\n", - " 1.88688554e+15 -1.60920577e+14 4.76074050e+14 -4.81044148e+15\n", - " -5.17604574e+14 -8.93483923e+14 3.30220544e+14 2.08978433e+15\n", - " 4.81025559e+14 6.02784900e+15 -4.88211653e+15 -3.34172102e+15\n", - " 7.09063952e+14 4.86269521e+15 -1.54057895e+15 -1.30410938e+15\n", - " -2.23557686e+15 4.64646378e+14 3.32475645e+15 1.76842957e+15\n", - " 2.41624892e+15 2.34062769e+15 3.51384755e+15 -7.69713497e+14\n", - " 6.23239948e+14 1.69322572e+15 2.42669183e+15 -4.08798829e+14\n", - " 2.38062681e+15 1.32955817e+14 -4.88856792e+15 8.33348338e+14\n", - " -2.79373518e+14 -5.19805976e+14 2.52049720e+15 2.72068161e+15\n", - " 5.46661388e+15 4.97035055e+14 -1.63662916e+14 -3.20169012e+15\n", - " -3.25476216e+15 -1.65054436e+15 3.54350337e+15 1.68659190e+15\n", - " 1.65657466e+15 9.82027578e+14 2.26199135e+15 5.31616502e+14\n", - " 5.24889783e+15 -5.15500462e+15 -2.20321248e+14 7.80397289e+14\n", - " 4.77072400e+14 1.71463142e+15 4.11275528e+15 -6.02138907e+15\n", - " 8.16471672e+14 9.43241185e+14 3.33179088e+14 1.83643902e+15\n", - " 1.53625037e+15 2.86755228e+15 2.51339113e+15 3.20112832e+15\n", - " -1.71507973e+15 -1.22380577e+15 1.18135451e+15 7.50497323e+14\n", - " 9.92468364e+15 4.06552174e+14 -1.94117635e+15 -1.14727050e+15\n", - " -2.02709293e+15 -1.91670948e+15 3.56866105e+14 1.89094840e+15\n", - " 2.32977188e+14 7.93810381e+14 -8.25237704e+14 -5.86059699e+15\n", - " 2.50961390e+14 -1.53507142e+15 4.00858375e+14 1.76527054e+15\n", - " 2.07805644e+15 1.58630842e+15 4.45016744e+15 -1.98700001e+14\n", - " 5.60756509e+15 -1.35086856e+15 4.50296798e+15 -8.71269669e+14\n", - " 2.49201056e+15 -5.05112563e+14 2.42427057e+15 2.14440808e+15\n", - " 1.23787973e+15 1.95708291e+15 1.63194574e+15 1.90521719e+15\n", - " 6.75100599e+15 4.49657794e+15 -8.21992479e+13 9.42845760e+14\n", - " -2.55637328e+14 -6.07211514e+14 3.58512867e+14 -7.01394834e+14\n", - " 1.49392687e+15 -4.50894942e+15 -5.30937801e+15 -1.53928492e+15\n", - " -5.61448751e+15 5.36079553e+15 8.17414254e+15 3.60571337e+15\n", - " 1.24458741e+15 1.04931575e+14 9.25969526e+14 -4.84731950e+14\n", - " 4.44652133e+15 -4.63677820e+14 -1.17564076e+15 6.90027080e+14\n", - " -3.24886378e+14 2.32400144e+15 -6.07826859e+14 -7.63301708e+14\n", - " -9.53992933e+14 1.96028244e+15 1.01914344e+15 -1.08450331e+15\n", - " -1.98158377e+15 5.74268977e+14 -5.42586190e+15 9.73730783e+14\n", - " -2.64394450e+15 -1.77147601e+15 1.78357794e+15 3.53199094e+14\n", - " 4.76206322e+13 -3.51017895e+15 2.34559156e+15 2.24079464e+14\n", - " 4.87459306e+13 -1.27169554e+15 -1.04099952e+15 -2.99787911e+15\n", - " 4.43355509e+15 1.76879456e+15 -1.39513459e+15 -7.80359297e+14\n", - " 1.53717335e+15 -3.17402729e+14 1.43396431e+15 -1.24465172e+14\n", - " 4.24860296e+14 -2.07463106e+14 4.74341285e+14 -2.56174257e+15\n", - " 1.57704571e+15 1.29901732e+15 7.66463478e+14 -7.05536021e+14\n", - " -1.05191219e+14 -6.09660656e+14 1.79392171e+15 5.45925635e+13\n", - " 3.63657866e+15 -2.18027794e+15 -7.78551707e+14 4.01878625e+14\n", - " -1.41972891e+16 -2.39524583e+15 5.18102906e+15 -2.94052145e+15\n", - " 1.49201850e+15 1.79824932e+14 5.88821845e+15 -2.90486048e+15\n", - " -2.51034924e+15 1.08774504e+14 5.71402819e+15 -3.22801465e+14\n", - " 1.30268756e+15 2.63974226e+15 -2.12904736e+14 3.86083678e+15\n", - " 1.70276566e+15 2.15531586e+14 -8.10703328e+14 -1.18298462e+15\n", - " 1.69394851e+15 8.23157905e+14 -1.19507226e+15 3.98108796e+15\n", - " 2.52361582e+15 -2.52968843e+14 -1.44486541e+15 3.32754562e+15\n", - " 1.51148871e+15 7.48948616e+14 -4.21389133e+15 -1.18492547e+15\n", - " -9.30864035e+13 2.15313444e+15 -1.62686637e+15 -4.09723284e+15\n", - " 2.50304304e+14 1.61922282e+15 3.13208813e+15 2.51576512e+15\n", - " 1.62150260e+15 1.33381261e+15 2.65632924e+15 -2.52338496e+14\n", - " -1.12568250e+15 2.26424343e+15 2.76519582e+15 1.37996464e+15\n", - " -2.00211971e+15 -4.06467141e+14 -3.30897904e+14 -8.82156602e+14\n", - " 3.42183455e+14 4.02164625e+14 2.59709013e+15 1.53954382e+15\n", - " 7.94086300e+14 1.49764722e+15 5.04640494e+14 -9.69057574e+14\n", - " -1.65188625e+14 3.45065204e+15 -1.53889957e+15 6.62027363e+14\n", - " -4.28378431e+14 2.71642980e+15 -6.44881703e+14 1.09639505e+15\n", - " 1.69615004e+15 1.27167255e+15 5.55532059e+14 -1.52132770e+15\n", - " 1.49481602e+15 -4.11621720e+15 -5.18322745e+14 -3.61172930e+14\n", - " 1.09363694e+15 -7.70650498e+14 -3.51344692e+14 -2.81085467e+14\n", - " -1.06316811e+15 1.40198717e+15 -1.54715329e+15 -1.39283955e+15\n", - " 2.20340171e+14 7.11670037e+14 5.20784661e+14 -9.93534392e+14\n", - " -3.41314432e+14 1.09657174e+15 -4.80755909e+15 -7.89046432e+14\n", - " -1.79034230e+15 8.98951228e+14 4.98297589e+15 -1.69734136e+15\n", - " 1.95235304e+14 -2.09007897e+14 5.53334252e+14 7.75459153e+14\n", - " 1.05286259e+15 -4.70424013e+13 -6.46199602e+14 -1.49765113e+15\n", - " -2.03940237e+15 5.10657356e+13 -8.70801103e+14 5.22079400e+15\n", - " 7.29301591e+14 4.42614055e+14 4.95528428e+14 2.92277897e+15\n", - " 2.10694515e+15 -8.36035302e+14 -1.42331389e+15 6.65687960e+14\n", - " -2.39051187e+15 -3.09723940e+15 3.70963019e+15 -5.51528824e+14\n", - " -4.18945610e+14 -7.19374314e+14 6.86220143e+15 -1.89894883e+15\n", - " -1.41566124e+15 -2.49545861e+15 -1.45448376e+15 1.88103783e+15\n", - " -9.16767004e+14 1.41103660e+15 1.65386239e+15 5.26197253e+13\n", - " 1.30055201e+15 1.16903074e+15 2.12103381e+14 1.57866124e+14\n", - " 1.28763297e+15 1.09468834e+15 -1.22230882e+14 1.05355879e+15\n", - " -1.69314047e+15 6.66278642e+14 -1.60511793e+15 -1.24312900e+15\n", - " 1.38043527e+14 -9.39478608e+14 -6.70230749e+14 5.33574543e+13\n", - " -9.52975766e+14 -3.60001497e+14 1.00616005e+14 -1.70236385e+15\n", - " -1.11868778e+15 -1.85520802e+15 7.37532691e+14 -3.21306952e+14\n", - " -2.43423555e+14 1.20009389e+15 -2.46031571e+15 1.30497859e+15\n", - " -2.24462534e+15 1.87023138e+15 2.99917209e+15 1.21119264e+15\n", - " 7.02076095e+14 -1.31530892e+15 -4.42623753e+12 6.51624524e+14\n", - " 8.12428044e+14 3.42843924e+14 4.87518799e+14 -4.85026728e+14\n", - " 3.60716648e+15 2.44081711e+15 5.23330058e+14 6.27645323e+14\n", - " 2.64803977e+15 -3.95339088e+14 2.00265366e+14 2.08459615e+15\n", - " -2.15944450e+15 5.46665747e+14 -1.65761856e+15 8.44731419e+13\n", - " 1.04549483e+15 1.65852056e+15 -2.25386446e+15 1.72887853e+15\n", - " -1.84242002e+15 -1.04272791e+15 -7.03459052e+14 6.11487658e+14\n", - " -1.80929982e+15 -1.25317486e+15 -1.43208106e+15 8.14323926e+14\n", - " 3.27878088e+13 1.67309840e+15 5.29802508e+14 4.73937054e+15\n", - " 3.30773557e+14 1.33537006e+15 2.70900322e+15 9.74262249e+14\n", - " 1.03862948e+15 -3.63455323e+14 4.16902334e+15 -4.90655154e+14\n", - " 1.32451638e+14 3.51777550e+13 4.63698050e+15 -1.71738527e+15\n", - " -1.32238388e+15 -3.22814557e+14 -1.37586285e+15 -7.68364822e+14\n", - " 1.70053378e+15 1.14823757e+15 -1.51399469e+15 8.66084414e+14\n", - " -1.59824125e+15 2.54712218e+15 1.47802936e+15 -5.84138540e+14\n", - " 2.04833143e+14 -1.60032546e+14 -1.29315618e+15 7.48722910e+14\n", - " -1.56426870e+15 1.24095134e+15 -3.99756627e+14 7.62457698e+14\n", - " 8.19680867e+14 -2.15119947e+15 3.94805841e+15 7.21645699e+14\n", - " 8.76095846e+14 -2.38877059e+15 -2.59934702e+14 2.91764600e+15\n", - " 1.15619196e+15 1.47990721e+15 -1.63997182e+15 -2.34310861e+15\n", - " 1.25362571e+15 1.38773481e+15 -1.50552769e+14 1.81796314e+15\n", - " -4.23355723e+14 -5.01405651e+15 1.63486819e+15 -1.18104887e+15\n", - " 9.16487748e+13 3.74043765e+14 -6.11127467e+14 -2.73223566e+15\n", - " -1.49513512e+15 2.01278805e+15 9.66155431e+14 -2.57917496e+15\n", - " 5.35582491e+14 7.94554973e+13 4.81578853e+14 2.30345554e+14\n", - " 1.19936045e+15 -2.08321134e+15 -7.24717796e+14 1.63662668e+14\n", - " -3.63870195e+14 1.89733369e+15 -1.21950895e+15 -1.13376878e+15\n", - " 3.13808554e+15 -3.89374808e+14 -1.71448936e+15 1.87820348e+15\n", - " -1.13490532e+15 -2.75604885e+14 -6.46331931e+14 -1.16698038e+15\n", - " -4.02933726e+15 2.29761525e+15 2.43482987e+15 1.78288662e+15\n", - " 8.73262046e+14 -1.02561076e+15 2.87468095e+15 -2.65847562e+14\n", - " 2.83299903e+15 -6.47329553e+14 6.46275703e+14 -1.85331394e+15\n", - " 8.76833092e+14 -5.19812893e+14 -2.21618571e+15 -1.70048993e+15\n", - " 1.69579216e+15 -2.71928084e+15 2.66944898e+15 -7.44892732e+13\n", - " 7.35532728e+14 4.54763001e+14 2.48226995e+15 1.85911487e+15\n", - " 1.28263997e+15 -1.63261721e+14 1.87430506e+15 4.54447722e+14\n", - " 1.03148974e+15 -2.16346449e+15 -3.92120833e+14 -2.68656770e+14\n", - " 1.12848422e+15 1.67580448e+15 4.33268260e+15 1.43176101e+15\n", - " -2.37400438e+15 6.46061575e+14 -8.72591600e+14 -8.64490722e+12\n", - " -4.32446827e+13 -4.05463884e+14 2.23403957e+15 4.59967192e+15\n", - " -3.73404449e+14 3.58644291e+14 2.41062670e+15 9.08906223e+13\n", - " -1.01933997e+14 3.40608408e+14 1.82689380e+13 4.05019325e+14\n", - " -6.27765807e+14 3.22189307e+14 -6.66810821e+14 -1.00601072e+15\n", - " -2.20274557e+15 -3.08694854e+14 1.94605672e+15 1.53642866e+15\n", - " -5.04321756e+14 -4.78974734e+14 -3.45763670e+13 -1.69022393e+14\n", - " 1.15279892e+14 -5.69941027e+14 7.85125408e+15 -9.90928501e+14\n", - " -1.85811567e+15 -4.91435775e+13 -5.18727584e+14 3.42158074e+13\n", - " -5.63303959e+14 -1.75660176e+14 1.29470760e+15 -3.29202969e+14\n", - " 1.03920657e+15 -2.23313337e+14 2.99444936e+15 8.87389295e+14\n", - " -4.17135520e+14 4.25939303e+14 -7.08393254e+14 -1.38196942e+15\n", - " 1.77445942e+14 8.42373060e+14 3.83247411e+14 -2.38731989e+15\n", - " -1.72717805e+15 8.52919288e+13 -1.67387325e+13 1.29775955e+15\n", - " -6.34146135e+14 1.40814382e+14 6.14634127e+14 1.25438316e+15\n", - " 2.72239898e+14 -2.65667275e+14 1.77645184e+15 1.96969069e+15\n", - " 4.06279636e+14 -2.18148574e+14 2.82706150e+14 -3.74454922e+14\n", - " -7.33560703e+13 -1.35477631e+15 -1.09659547e+15 -7.50862573e+14]\n", "Found 8401 total galaxies in catalog for cluster 30553\n", - "[-2.00902972e+15 5.22447123e+14 1.88753044e+14 ... 3.91307255e+14\n", - " 1.11724912e+15 -4.13898443e+14]\n", "Found 2161 total galaxies in catalog for cluster 11651\n", - "[ 9.46130667e+14 -2.53725026e+15 4.16707461e+14 ... -4.22919477e+14\n", - " 7.68795874e+14 2.90226771e+14]\n", "Found 3115 total galaxies in catalog for cluster 27728\n", - "[ 5.82231868e+14 4.64159384e+15 -1.15803762e+15 ... -4.79678298e+14\n", - " -4.29645752e+14 -5.39675432e+14]\n", "Found 3282 total galaxies in catalog for cluster 30757\n", - "[ 1.13187556e+15 5.91684397e+14 2.03716561e+15 ... -1.04884830e+14\n", - " 3.34916985e+14 2.15475801e+14]\n", "Found 5806 total galaxies in catalog for cluster 32634\n", - "[-3.85403326e+15 -4.65747763e+14 4.62048495e+14 ... 8.37594176e+14\n", - " 5.74685593e+14 -1.01602446e+15]\n", "Found 3646 total galaxies in catalog for cluster 33429\n", - "[ 8.51724799e+14 5.31710842e+15 1.18921704e+15 ... -6.89263869e+14\n", - " -4.14237145e+14 -2.19892036e+14]\n", "Found 2372 total galaxies in catalog for cluster 15656\n", - "[-2.25161265e+14 1.87328190e+15 -4.10281523e+15 ... -7.90215627e+14\n", - " 1.20114901e+15 -5.87244033e+14]\n", "Found 963 total galaxies in catalog for cluster 29784\n", - "[-7.37958337e+14 -1.82281581e+14 1.84488277e+14 -1.14754893e+14\n", - " -3.92016457e+14 9.30436452e+14 -5.50306683e+14 9.49667153e+14\n", - " -3.74492977e+14 3.69776921e+14 2.69399851e+14 -9.51997055e+14\n", - " -2.60472841e+14 -2.25308115e+15 1.12893246e+15 -4.62341815e+14\n", - " 1.63869570e+15 -2.18755381e+14 7.77059112e+14 -9.83719805e+14\n", - " -2.70360130e+15 2.38110888e+15 1.05692727e+15 7.85875555e+13\n", - " 1.84108669e+15 1.10795717e+15 8.95663309e+14 -3.59965844e+14\n", - " 5.03403317e+15 -1.22862492e+15 -3.40971953e+15 2.54092857e+15\n", - " 2.60918301e+15 -1.63817255e+15 3.85544364e+15 -1.18822315e+15\n", - " 1.86378333e+15 -2.01619030e+15 -2.46103599e+14 1.88383362e+15\n", - " -3.38504600e+14 3.58214422e+15 5.71948888e+15 2.15057959e+15\n", - " -1.61762861e+15 -1.64259308e+15 1.13321119e+15 -2.56043258e+15\n", - " 1.52121266e+14 -1.51798225e+15 3.86974454e+15 4.95182580e+14\n", - " 2.66851345e+13 -8.40736957e+14 1.28357656e+15 9.33265932e+14\n", - " 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-1.80196097e+15 6.95061181e+14 3.47490871e+14\n", - " 1.22214427e+15 -7.77292734e+13 -1.80213755e+14 1.76067338e+14\n", - " -2.57554679e+13 3.17248024e+15 -4.23809064e+14 3.00203097e+13\n", - " -5.99637405e+15 1.94297923e+14 -3.12039513e+15 2.03147943e+15\n", - " -3.94911738e+14 5.43276193e+14 1.10355661e+15 1.13994815e+14\n", - " 3.53941224e+14 -7.97341321e+14 5.03010661e+14 1.06894277e+15\n", - " 9.61913635e+14 2.66796317e+15 -1.23713834e+15 3.53963952e+14\n", - " 1.64172907e+15 -6.56502429e+13 2.91691634e+13 1.57643655e+15\n", - " -3.01465109e+15 -3.04643403e+14 6.68337619e+14 -4.39134237e+14\n", - " 6.08978656e+14 -2.04231388e+15 9.85500598e+14 5.44960291e+14\n", - " -1.87125496e+14 3.26273553e+14 -2.57237319e+14 8.25314824e+14\n", - " 1.54813681e+15 1.93426772e+14 4.32952255e+14 3.78071043e+13\n", - " 1.78994756e+15 1.17746471e+15 -4.31795126e+14 -3.17885558e+14\n", - " -3.56266406e+15 -9.20230247e+14 1.17472608e+14 1.84889038e+14\n", - " -5.01088543e+14 -2.10332139e+13 -6.93280903e+14 3.55752742e+15\n", - " -1.45142846e+14 -7.08976031e+14 -1.15392874e+15 2.24914884e+15\n", - " -3.33593907e+14 -1.15547066e+15 9.60462421e+14 6.08069859e+14\n", - " -9.79263050e+14 -9.08093299e+14 -5.16395774e+14 -8.11236668e+13\n", - " -7.51517300e+12 8.10113998e+14 -5.17157116e+14 8.58028225e+14\n", - " 4.89807371e+14 -3.91216576e+14 4.67785344e+14 -4.96779252e+14\n", - " -4.23073919e+14 -1.10894043e+15 1.20753722e+15 1.30571434e+14\n", - " 4.40773722e+14 -2.20789266e+15 8.67048686e+13 1.83894059e+14\n", - " -2.00189544e+15 -1.49816986e+15 3.49702748e+13 1.04085073e+14\n", - " 2.11330528e+13 7.34210122e+14 -1.10070252e+15 4.24907683e+14\n", - " 1.97548141e+14 2.97848838e+14 -9.37138584e+14 -2.19835282e+14\n", - " -6.08809436e+14 -6.91748422e+14 4.43205550e+14 1.15955809e+15\n", - " 1.14659256e+15 -1.13732284e+14 6.32665997e+14 3.05902098e+14\n", - " 6.36552740e+14 -1.32676481e+15 -9.88541035e+14]\n", "Found 2313 total galaxies in catalog for cluster 22630\n", - "[ 8.51587648e+14 -3.75245908e+14 -1.16964224e+14 ... -3.01910259e+14\n", - " -2.20834296e+14 8.32172945e+14]\n", "Found 1247 total galaxies in catalog for cluster 17777\n", - "[-3.38649869e+14 1.00347783e+15 -1.05884567e+15 ... 3.44799419e+14\n", - " -8.41254526e+14 -3.66644610e+14]\n", "Found 2529 total galaxies in catalog for cluster 33569\n", - "[-7.34770010e+14 -1.96768705e+15 -1.29612553e+15 ... -2.19398739e+14\n", - " -2.44285906e+14 -7.63164626e+14]\n", "Found 2263 total galaxies in catalog for cluster 39996\n", - "[ 1.08947369e+14 -2.22168887e+14 -8.97323670e+14 ... 2.15614881e+14\n", - " -4.66746134e+14 -7.54631133e+14]\n", "Found 4094 total galaxies in catalog for cluster 37007\n", - "[ 2.80323801e+14 2.84900887e+15 1.10051822e+15 ... -5.22372778e+14\n", - " -5.08101342e+12 4.91980157e+14]\n", "Found 4852 total galaxies in catalog for cluster 25937\n", - "[ 9.32515588e+14 -2.66318830e+15 -1.35879702e+15 ... -8.62793903e+14\n", - " -3.32732966e+14 6.03956029e+13]\n", "Found 1586 total galaxies in catalog for cluster 24386\n", - "[-2.58084442e+15 -1.66103277e+15 8.15287526e+14 ... 1.38022693e+14\n", - " 3.57097229e+14 -1.59442426e+14]\n", "Found 5253 total galaxies in catalog for cluster 44685\n", - "[-3.78521169e+15 1.31152833e+15 -1.35952846e+14 ... -5.25520983e+14\n", - " 7.00188343e+14 4.70455524e+14]\n", "Found 2779 total galaxies in catalog for cluster 48725\n", - "[ 1.02052727e+15 -9.63890073e+14 1.47725352e+15 ... -5.57637538e+14\n", - " -6.80528600e+14 -2.35934934e+14]\n", "Found 2228 total galaxies in catalog for cluster 27260\n", - "[-1.94903228e+15 3.19466292e+15 -7.03903015e+14 ... -8.62062889e+14\n", - " -1.10085016e+15 3.90708812e+14]\n", "Found 1532 total galaxies in catalog for cluster 35316\n", - "[ 1.40483938e+15 -4.22730440e+14 -4.15287838e+14 ... -7.46857530e+14\n", - " -5.12594365e+13 -1.11972633e+15]\n", "Found 1270 total galaxies in catalog for cluster 59428\n", - "[ 5.13761286e+14 -1.73517981e+14 5.17088313e+14 ... -6.18984581e+14\n", - " -3.93720568e+14 -8.56817007e+14]\n", "Found 2305 total galaxies in catalog for cluster 25976\n", - "[ 4.91943669e+14 7.04918950e+14 5.21084442e+14 ... 8.15161939e+14\n", - " -8.04345228e+14 -8.44612378e+14]\n", "Found 3178 total galaxies in catalog for cluster 31596\n", - "[ 2.10463620e+15 -3.05129080e+15 7.16253721e+14 ... -7.50774970e+14\n", - " -2.16445397e+14 -3.69846487e+14]\n", "Found 6358 total galaxies in catalog for cluster 26346\n", - "[ 2.53248222e+14 3.36816763e+15 -2.55684344e+15 ... 8.78047968e+13\n", - " -6.81770617e+14 -6.47895833e+14]\n", "Found 3056 total galaxies in catalog for cluster 36608\n", - "[ 3.50688162e+14 5.54681910e+15 -1.44819393e+15 ... -5.31466731e+14\n", - " -4.62455074e+14 -4.82025990e+14]\n", "Found 3770 total galaxies in catalog for cluster 26938\n", - "[-1.26838485e+14 4.46916397e+14 2.49215718e+15 ... -5.26948581e+14\n", - " 3.20170912e+14 2.97780184e+14]\n", "Found 1528 total galaxies in catalog for cluster 74483\n", - "[ 1.44343591e+14 7.73215843e+14 -5.05798053e+14 ... 2.95719215e+14\n", - " -4.72604858e+14 -5.33003924e+14]\n", "Found 2946 total galaxies in catalog for cluster 62882\n", - "[ 2.08367134e+15 -1.96036108e+15 2.73727766e+14 ... 1.18877851e+15\n", - " -7.23494022e+14 6.21026242e+13]\n", "Found 626 total galaxies in catalog for cluster 25770\n", - "[ 1.00415764e+15 1.66860757e+14 2.12551529e+14 -1.06726456e+15\n", - " -9.71950716e+14 -1.00337046e+15 -5.67707070e+14 1.65377774e+15\n", - " -2.19069392e+14 -3.88872077e+15 1.24575643e+15 1.55120180e+15\n", - " 3.45378324e+15 -3.45072873e+14 5.53660330e+15 6.24205520e+14\n", - " 1.53493882e+15 1.26933127e+15 2.48106887e+15 -1.70511260e+15\n", - " 1.08016354e+15 -3.52821530e+15 -5.69558906e+14 -4.58708619e+15\n", - " 4.43989357e+15 6.63825842e+15 5.87793653e+15 2.02293235e+15\n", - " 1.93698106e+15 3.49166171e+15 -4.65770950e+15 -5.87428793e+15\n", - " -3.82593312e+15 3.74970907e+14 -1.09855887e+15 -1.76164047e+14\n", - " -3.26332434e+15 -3.28749614e+14 -3.24802374e+15 -7.50343915e+14\n", - " 9.68252183e+15 5.79235415e+15 -1.17853018e+15 -1.63747522e+14\n", - " 1.61553348e+15 1.60241511e+15 -1.10643821e+14 -1.13170627e+14\n", - " -5.31372264e+15 -5.54681217e+15 -3.69800434e+15 -1.12531097e+15\n", - " 6.98270653e+13 -2.93749864e+15 -3.21491284e+15 -8.86529164e+14\n", - " 1.39186623e+15 -2.89046182e+15 2.45024874e+15 -3.28498646e+15\n", - " -7.10018466e+14 5.30634266e+14 -9.71072955e+14 -2.97020862e+15\n", - " -5.84777755e+15 -3.06293851e+15 1.59144088e+15 7.87109242e+14\n", - " -2.98991069e+14 1.16446497e+15 -3.72199941e+15 -7.69705680e+15\n", - " 2.91783622e+14 2.77596792e+15 -8.16801139e+14 -1.04626332e+15\n", - " -9.13882398e+13 -5.88886437e+14 1.34079445e+15 -9.37068806e+13\n", - " 1.69289650e+15 -3.97338278e+14 2.08955600e+15 -2.70922727e+14\n", - " -4.79034301e+15 2.54118914e+15 2.00042477e+15 1.04675095e+15\n", - " 2.41317051e+14 -1.62017761e+15 1.62974196e+15 1.31322846e+15\n", - " -1.09564470e+15 -5.70694335e+14 -5.09310494e+14 -5.01334490e+14\n", - " 9.90072735e+14 -2.49676228e+15 6.40947098e+15 1.74375255e+15\n", - " 2.13778358e+15 -1.25308279e+15 4.63964712e+15 -1.41001995e+15\n", - " 2.43243230e+15 1.62002521e+15 -1.23169709e+15 1.20924929e+15\n", - " -1.19050081e+15 3.04741958e+15 4.76251465e+15 7.55061241e+14\n", - " -3.68452316e+15 6.40129778e+14 -4.77139519e+14 3.45160488e+15\n", - " 2.07970098e+15 2.20284044e+15 4.55247924e+15 4.12383506e+15\n", - " 1.43462770e+15 3.55220855e+15 -1.47500744e+15 1.03804589e+16\n", - " -2.46277834e+15 -1.66422653e+15 1.84993715e+14 1.80893453e+15\n", - " -1.03803252e+15 4.08136892e+15 -5.73425184e+15 6.26376052e+14\n", - " 2.03495508e+15 -2.95094452e+15 9.12311930e+14 -2.30886271e+14\n", - " 2.04654641e+15 -1.04528042e+14 -1.46089962e+15 -2.14337620e+15\n", - " -2.66216322e+14 2.32418631e+15 1.65913575e+15 1.26587052e+15\n", - " -1.14660212e+15 -1.46441284e+15 -1.06264442e+14 1.49384809e+15\n", - " 7.72275354e+15 2.25999002e+15 -1.68147435e+14 6.26536132e+14\n", - " -4.49417484e+14 2.31169887e+15 -4.21329376e+14 -1.50636225e+14\n", - " 2.59614323e+15 -7.02255995e+14 2.52852557e+15 -6.76027233e+14\n", - " -1.47043518e+15 7.65497536e+15 1.40018108e+15 -1.70344944e+15\n", - " 2.64816122e+15 -2.63319921e+15 -2.45937767e+14 1.92254224e+15\n", - " -3.90868148e+14 -6.38180887e+14 9.13719809e+12 -2.26469522e+14\n", - " 2.03750762e+15 2.37634358e+15 -4.06913970e+15 -1.26935069e+15\n", - " -2.02296789e+15 1.70846003e+14 -1.03018041e+15 -4.19456397e+15\n", - " -3.14341861e+15 -1.33783735e+15 -7.02149225e+14 -3.16550792e+15\n", - " 1.93461703e+15 2.25083067e+14 -5.16079105e+15 -3.10547029e+15\n", - " -7.90611171e+14 -1.06705929e+15 2.42371875e+15 9.18177701e+14\n", - " 5.70231334e+15 2.50874678e+15 -6.54331677e+14 -2.54892729e+14\n", - " 2.80813602e+15 4.51900448e+15 2.28177129e+14 8.49396290e+14\n", - " -1.31778642e+15 3.23295688e+14 1.17818158e+15 -6.92978527e+14\n", - " -3.24848898e+15 -2.55805724e+12 1.03327531e+15 8.81966033e+14\n", - " -1.14117810e+15 -1.38171082e+15 5.84986575e+14 -2.97650978e+15\n", - " 9.25179578e+14 -2.67238426e+15 4.66402978e+14 -1.18940387e+15\n", - " -1.17694053e+15 -2.06561028e+15 8.97340386e+13 8.19393787e+14\n", - " -4.92086625e+14 2.76417257e+15 3.51137882e+15 -2.01878868e+15\n", - " 3.87646767e+14 -5.55992780e+14 2.71340777e+14 1.95915175e+15\n", - " 1.35500368e+15 3.55510467e+15 -2.32365002e+15 -1.21971658e+15\n", - " 8.20805332e+14 -1.60024088e+15 -5.22840725e+13 -1.73497792e+15\n", - " 3.89455318e+15 5.72168447e+15 1.72908983e+15 8.63793725e+14\n", - " -8.97431378e+13 1.04511441e+14 6.98152227e+14 9.98397870e+14\n", - " -1.39253390e+14 -5.10374814e+15 -1.38717970e+15 -1.28224462e+15\n", - " -2.15470248e+15 3.79961939e+14 -9.02990739e+14 1.72831158e+15\n", - " -3.07608489e+15 5.26601143e+15 7.88371004e+14 -3.27059987e+15\n", - " -5.72625331e+14 -4.07574704e+15 1.07463877e+15 3.08922031e+15\n", - " 1.40402123e+15 -3.04395130e+15 2.81849279e+15 -9.44667925e+14\n", - " -1.43819970e+14 -2.69742694e+15 2.02954138e+15 -1.04074377e+15\n", - " 1.43899842e+15 -2.30880344e+14 7.07269670e+12 1.17551609e+15\n", - " 1.22069158e+15 -1.00464731e+15 1.74668247e+15 4.86121960e+14\n", - " 8.71381617e+14 2.90390491e+15 -1.01877775e+15 3.56790436e+14\n", - " -3.20559648e+15 -4.53535502e+15 -3.03142502e+14 -7.74845671e+14\n", - " -6.36397419e+15 1.64133762e+14 -7.90849498e+14 3.26606611e+14\n", - " 3.86756899e+15 1.20032808e+15 3.46963567e+14 -1.73984800e+14\n", - " 3.87887697e+15 -1.00634705e+15 6.76582389e+14 2.27787579e+14\n", - " -1.24086065e+15 1.54366875e+14 2.24449568e+14 3.19391352e+14\n", - " -4.12207767e+14 -4.83021516e+14 -5.18419685e+14 -1.55999160e+15\n", - " 2.50449198e+15 3.84607469e+14 -2.17090064e+15 6.52871451e+14\n", - " 1.38088581e+15 6.02759598e+13 1.28168917e+15 -7.72837931e+14\n", - " -1.93555051e+15 6.71463282e+14 -2.54068132e+15 1.23677126e+15\n", - " -2.86715425e+15 -3.67890942e+15 8.67806306e+14 -1.10914290e+15\n", - " -2.49165404e+14 2.11511932e+15 7.31852132e+14 2.64092929e+14\n", - " -2.06080197e+15 -8.35334081e+14 3.58007267e+15 9.41041801e+14\n", - " 3.90520616e+14 3.52110810e+14 -6.37634962e+14 2.67001276e+15\n", - " -5.03964650e+15 -2.84716018e+15 2.07348658e+15 -4.15873418e+14\n", - " 3.55576280e+15 1.67223036e+15 1.04744355e+15 3.26836435e+12\n", - " 1.25892945e+15 6.61006927e+14 -4.99601353e+14 2.73912402e+14\n", - " -7.39878316e+14 -5.19363209e+14 -4.70855297e+15 9.86173102e+14\n", - " 2.66255858e+14 -4.29587051e+14 1.73083443e+14 9.48773764e+14\n", - " 1.41982603e+14 3.46330771e+14 1.04128534e+15 -1.76275110e+15\n", - " -8.72899797e+14 -1.01952943e+15 -2.42040174e+15 -3.32808991e+14\n", - " -2.47747349e+15 -2.92432706e+15 -4.76795837e+14 -7.16195200e+14\n", - " 2.26810931e+15 1.10894480e+15 5.38020496e+14 -2.14476639e+15\n", - " 3.97696289e+14 1.29556901e+15 1.18913405e+15 -3.55362517e+15\n", - " 1.77973129e+15 4.86672969e+14 7.01355459e+14 5.44271168e+14\n", - " -1.62385325e+14 -8.56159969e+14 2.84684792e+15 1.22583107e+15\n", - " 2.41319301e+14 -9.49856944e+14 -1.21098897e+15 2.84787773e+15\n", - " -1.80147512e+15 2.81468590e+15 3.91987062e+14 9.61972418e+14\n", - " 1.10018021e+15 -9.06464597e+14 -1.25469793e+14 3.96319883e+14\n", - " 1.33955763e+15 7.03584369e+14 3.64691688e+15 3.33678077e+14\n", - " -7.47103031e+14 9.70202901e+14 3.53060629e+15 1.70935154e+14\n", - " -2.42857492e+15 -1.73869246e+15 3.07526341e+14 -1.15912985e+15\n", - " 1.67037991e+15 3.14947971e+14 -9.30324896e+14 4.83161966e+15\n", - " -2.56919684e+13 -8.26841829e+14 -2.36539999e+13 3.89271948e+14\n", - " -2.71932545e+15 -1.32066893e+14 -1.30184792e+15 5.84461888e+14\n", - " -4.20610323e+14 1.40657689e+15 4.88744189e+14 -1.80530748e+15\n", - " -7.04979196e+14 8.76313864e+14 7.98846422e+14 -2.79524893e+14\n", - " 5.90830371e+14 2.02946469e+15 2.79547016e+14 1.03495124e+15\n", - " 1.03322605e+15 2.23283079e+15 5.86841059e+14 -4.39762401e+14\n", - " -1.02153121e+15 1.76222628e+15 2.25302055e+15 7.24173439e+14\n", - " 2.10797572e+14 -2.92172280e+14 1.67150064e+15 1.82186189e+15\n", - " 5.30356136e+14 1.28877844e+15 -3.93288979e+14 4.17439962e+14\n", - " 6.18892202e+14 -5.56277110e+14 1.19405616e+15 9.74866141e+13\n", - " 1.69443923e+15 -9.01419796e+14 -1.27330978e+15 1.95106442e+15\n", - " 7.31225947e+14 3.61594579e+15 -3.45571095e+14 -3.29222178e+14\n", - " 2.20104167e+15 -7.80631372e+14 -6.42922078e+14 -4.03711713e+14\n", - " -2.88664536e+14 -2.44937686e+15 1.56851525e+15 1.07874202e+15\n", - " 1.49072335e+15 2.22896909e+15 1.23538456e+15 1.38293201e+15\n", - " -1.48240618e+15 1.46598370e+13 6.74701693e+14 5.77007950e+14\n", - " -6.41965529e+13 -4.85934098e+14 1.00218208e+15 5.55417658e+14\n", - " -1.19763327e+15 -1.61778460e+14 -3.12207466e+14 8.46823366e+14\n", - " 1.36808012e+15 2.83017718e+15 -1.23623119e+15 2.80605070e+15\n", - " -4.18034041e+14 1.27596508e+15 -2.19171915e+14 -6.49673766e+14\n", - " 7.47618837e+14 9.53266098e+13 1.95853467e+15 -2.66484231e+15\n", - " -5.85790700e+14 1.60818018e+15 -6.18584321e+14 1.99061716e+15\n", - " 7.74046811e+14 6.25677734e+14 9.40679358e+14 -2.25656392e+15\n", - " 9.39752406e+14 -1.70816266e+14 -1.03509207e+15 1.82474438e+15\n", - " 2.05318817e+15 -1.54949842e+15 7.53102735e+14 -1.23433194e+15\n", - " 6.36479121e+15 -1.65043814e+15 -1.17771308e+15 9.57899436e+14\n", - " 4.12966326e+14 -1.81112167e+15 -1.06908399e+14 -8.33403037e+14\n", - " 9.46160103e+14 -1.58721707e+15 5.00616923e+15 -1.67163790e+15\n", - " 2.61504805e+14 -1.72264469e+15 -1.29867418e+15 -1.26749772e+15\n", - " -6.17493068e+14 -3.71280222e+14 -1.52198705e+15 1.36479484e+15\n", - " 4.09812318e+15 -2.60881882e+15 -6.77556658e+14 -1.12157804e+15\n", - " 1.67891902e+15 2.18227554e+15 -1.11466030e+15 1.11836073e+15\n", - " 2.05134153e+15 -2.73345615e+14 9.60808710e+13 1.37947430e+15\n", - " 4.71181372e+14 1.93624344e+15 -1.95667247e+15 -1.16471340e+15\n", - " -1.27619644e+15 -1.02470009e+15 1.23759987e+15 1.60379151e+15\n", - " 4.05966191e+14 1.27533460e+15 2.40805548e+15 -5.52294673e+14\n", - " 1.39943707e+14 -3.64978474e+14 -7.65648182e+14 5.99988193e+14\n", - " 1.29699271e+15 1.49038889e+15 4.19795425e+14 -5.02043774e+14\n", - " -1.06949443e+15 -1.05802603e+14 -1.59520572e+14 -1.11300138e+15\n", - " -6.50313648e+14 4.95504868e+14 3.77780756e+14 1.50984167e+13\n", - " 2.82260341e+15 6.91024564e+14 8.81679463e+14 7.83825406e+14\n", - " -1.32816702e+15 1.10322843e+15 -2.64140843e+14 -4.79400558e+14\n", - " 1.21601975e+14 -1.18726791e+15 5.38519491e+14 -1.12022196e+14\n", - " 6.52237636e+14 3.01924039e+15 -6.69356710e+14 3.32777552e+13\n", - " -3.68144629e+14 5.26313683e+13 -3.57111976e+14 -5.23279867e+14\n", - " -8.68679349e+14 1.24085827e+14 1.11155595e+15 1.24583227e+15\n", - " -9.27933619e+14 1.70311788e+15 -2.92927463e+15 -6.16772898e+14\n", - " 3.98366216e+15 -7.87875225e+15 -8.14619153e+14 2.15055772e+15\n", - " -1.62496532e+15 -5.39470555e+15 -1.20650134e+15 -1.61349251e+15\n", - " -3.23555900e+14 -2.49279441e+14 -4.73562962e+14 -2.32909188e+15\n", - " 3.22259435e+13 5.29419473e+15 3.33890794e+15 4.62466663e+14\n", - " -3.49169699e+13 8.73642906e+14 1.44862736e+15 1.01514521e+15\n", - " 3.39175066e+13 1.39788557e+14 -9.14049513e+14 -1.19358895e+14\n", - " -2.23596432e+15 9.70020632e+13 -1.32551814e+15 1.13394750e+15\n", - " -6.50676474e+14 -5.02428048e+13]\n", "Found 514 total galaxies in catalog for cluster 59302\n", - "[-1.43878407e+15 -6.11090128e+14 1.91456142e+14 1.41168715e+14\n", - " 1.29116400e+15 -3.17365182e+13 -2.99089642e+14 9.83851146e+14\n", - " -1.28703786e+16 2.28767883e+15 1.51843708e+15 -2.86218168e+15\n", - " -7.98641772e+14 3.75113099e+15 -8.71407787e+15 -3.52462694e+15\n", - " 4.27997819e+15 -7.35576944e+14 -2.41992140e+15 -1.54411479e+15\n", - " -5.81570735e+15 -1.88886600e+15 -6.39398263e+15 -2.14065002e+15\n", - " 1.81624691e+15 2.40297790e+15 2.99810423e+15 4.85725545e+15\n", - " -2.41439402e+15 -1.37673433e+15 1.59514315e+14 -1.94106937e+14\n", - " -3.77260875e+15 -2.48833435e+15 1.26242186e+15 -1.10381711e+15\n", - " -9.24791956e+15 -6.29779876e+14 1.04292064e+16 3.24630378e+15\n", - " -1.72526400e+15 3.72238798e+15 -5.26285957e+14 -3.19385787e+15\n", - " -8.22144784e+14 -4.14678229e+15 1.38492944e+15 6.50214223e+14\n", - " -4.10852735e+15 -1.61915904e+14 -1.58651560e+15 1.26381211e+15\n", - " -1.07665623e+15 4.49839279e+14 1.25256305e+15 -2.37858074e+15\n", - " 2.21805225e+14 -3.84934355e+15 2.02770715e+15 -1.45951266e+14\n", - " -1.35743878e+15 3.06094993e+15 1.63162378e+15 2.03948500e+14\n", - " 9.48147794e+13 1.46143836e+15 1.78809901e+15 1.92732321e+15\n", - " -6.38100242e+15 5.04255979e+15 -6.76553396e+15 1.49137406e+15\n", - " -1.87913896e+15 3.75885925e+15 -9.01771149e+14 2.57458185e+15\n", - " -3.75636615e+15 6.94805093e+14 -1.08239387e+15 2.73679566e+15\n", - " -1.96350178e+15 -7.56151237e+14 -1.19727357e+15 -2.78514966e+15\n", - " -2.10459967e+15 -4.97173410e+14 1.38575784e+15 1.78090762e+15\n", - " 8.61138429e+14 4.94561093e+15 1.11566254e+15 3.47305533e+15\n", - " 1.28364082e+15 7.02373962e+14 -1.89514701e+15 2.70057926e+15\n", - " -8.43138934e+14 1.08370912e+15 2.16218484e+15 -5.48001282e+14\n", - " -9.66112449e+14 -3.88507650e+14 1.49159710e+15 2.30427818e+15\n", - " -2.97925418e+15 -9.70113790e+12 -1.52999548e+15 1.84409694e+15\n", - " 8.75787268e+14 4.20368145e+15 -1.99822681e+14 1.85605742e+14\n", - " 1.58869907e+15 4.53712722e+15 2.43194350e+15 3.25520419e+14\n", - " -8.27802435e+12 -4.71398776e+14 -1.12060265e+15 5.18450143e+15\n", - " -3.65493391e+15 2.52422488e+15 -1.04499677e+16 -6.19126105e+14\n", - " 3.29170156e+15 -2.57856692e+14 -5.60768105e+14 -1.66727436e+15\n", - " -1.88466015e+14 1.24984480e+15 -7.64229002e+14 3.03223301e+15\n", - " 3.72548403e+15 1.08572745e+15 -1.27926345e+14 3.53349728e+15\n", - " 7.89549654e+14 1.64844205e+15 -3.39040033e+15 -1.79372588e+15\n", - " -2.96385025e+15 -1.94680340e+14 8.36439532e+14 1.86336792e+15\n", - " -2.46374737e+15 1.91893633e+15 -3.20922466e+14 4.27467846e+15\n", - " -8.93484806e+14 -5.43476517e+13 9.69599422e+14 -2.02860081e+15\n", - " -7.44433100e+14 -4.63826734e+13 1.35813364e+14 -2.53343935e+15\n", - " -1.96214258e+15 -1.55318782e+15 1.70270996e+15 9.15776953e+14\n", - " -2.15422918e+15 -2.13432443e+15 5.98010856e+15 -1.85611311e+15\n", - " -5.97733999e+12 -5.60590266e+15 -1.78442808e+15 -4.83519438e+14\n", - " -1.07961773e+15 -1.62100066e+15 5.92829015e+15 -1.45944111e+15\n", - " -2.06001383e+15 1.06705748e+14 8.13646678e+14 -3.73727530e+15\n", - " -1.32228662e+14 -1.12186774e+15 2.87808583e+15 1.60889888e+15\n", - " 6.55786363e+14 -3.28794969e+15 9.49382028e+14 9.25756707e+15\n", - " -3.52159361e+15 -6.24045855e+15 -5.60544923e+14 2.35607043e+15\n", - " 4.90895090e+14 -4.78725229e+14 3.07819541e+15 1.32139752e+15\n", - " -4.78685246e+15 8.64578159e+14 9.54751947e+14 -9.27021922e+15\n", - " 3.46100861e+15 4.06644845e+15 3.58714328e+15 3.29759840e+15\n", - " -2.95537644e+14 3.69452368e+15 -5.12534055e+14 4.34259669e+14\n", - " -5.99087654e+14 -1.73176412e+15 6.22158563e+14 -2.72907090e+13\n", - " 3.20645139e+15 1.47065431e+15 -4.77976606e+14 -1.24767803e+15\n", - " 7.04231926e+14 -2.90281974e+14 1.70778627e+15 -2.75286148e+15\n", - " 2.84318440e+14 -4.46602651e+14 4.87403143e+14 -1.57349493e+15\n", - " -3.13385217e+15 -3.78350314e+14 -3.67972662e+15 1.12920708e+15\n", - " 1.52516564e+15 -3.16350557e+15 3.20581580e+15 1.13645231e+15\n", - " -6.49470086e+14 -4.28853959e+13 -3.18609768e+15 7.17256096e+15\n", - " 3.63498638e+14 -2.54566865e+15 1.26362938e+15 -1.38158244e+15\n", - " 2.12756099e+15 -1.13761352e+15 1.84684671e+15 -4.01539065e+14\n", - " -4.65529702e+15 -2.56547688e+13 -1.18882185e+15 9.75469965e+14\n", - " 3.14457336e+15 3.89563316e+15 -1.93458000e+14 1.99734006e+15\n", - " -3.93363748e+15 -4.40081122e+14 -2.17176034e+15 1.96220327e+14\n", - " -1.74106890e+15 2.99489264e+15 1.85837979e+15 -8.92129921e+14\n", - " 2.72290437e+15 -1.84041762e+15 2.16996804e+15 -1.33405264e+15\n", - " 3.34983918e+15 2.09020971e+14 2.78982187e+14 9.42569358e+14\n", - " -6.53535265e+14 1.61652429e+14 3.09457139e+15 -6.83834327e+13\n", - " 3.36578424e+15 -2.31017546e+14 -1.63917902e+15 -2.18915422e+15\n", - " 4.00420910e+15 -2.07144565e+15 -1.86202966e+15 -2.66747157e+13\n", - " -1.45402724e+13 -6.46782155e+14 -1.11470167e+15 1.32925368e+15\n", - " -1.23168318e+15 3.09552145e+15 -2.01071947e+15 7.88401961e+13\n", - " 8.38688015e+14 1.56857737e+15 9.98859326e+14 6.93451744e+14\n", - " 4.05289050e+14 4.19582212e+13 -1.27514825e+15 3.06081220e+15\n", - " -2.75183146e+15 8.59811370e+14 -3.09208532e+15 1.56958045e+15\n", - " -6.44120295e+14 6.65427576e+13 -9.46518732e+14 5.71916868e+14\n", - " 1.54609647e+15 1.81443254e+15 -1.32902523e+15 -1.04855344e+14\n", - " -2.50275180e+15 1.29885739e+13 1.31839719e+15 -4.77715398e+14\n", - " -4.32311062e+14 4.73645433e+14 1.54440674e+15 1.65368151e+14\n", - " 2.66035081e+15 -1.01001001e+15 2.06997042e+15 -3.89579355e+15\n", - " -1.63442807e+15 1.96860803e+15 4.39706227e+15 1.58014244e+14\n", - " 8.95575627e+13 3.42737575e+15 -3.55419224e+13 -1.37612731e+15\n", - " 2.61913642e+14 -3.11625112e+15 -5.28670694e+14 1.30554064e+15\n", - " -8.44296503e+14 -3.67626703e+14 -2.06940673e+14 -1.74425576e+15\n", - " -3.04703342e+15 -1.37833356e+15 -4.81947460e+14 5.94562774e+14\n", - " -1.45191947e+15 -3.07365919e+15 -6.42458597e+14 -2.40319332e+14\n", - " 1.12975036e+15 -2.29569515e+15 2.08058804e+15 2.53418150e+15\n", - " -1.29122158e+15 -6.22328339e+14 -5.02567342e+14 2.68393337e+15\n", - " 1.00961346e+15 -4.89984424e+14 3.34881621e+14 -2.41612018e+15\n", - " -1.96183458e+15 -1.06534848e+15 8.07132761e+14 -3.35853552e+14\n", - " -4.05954613e+14 3.19536100e+13 3.72791212e+15 7.92819728e+14\n", - " -3.18072625e+14 -1.80277910e+15 5.56719009e+15 -3.46260667e+14\n", - " 2.26718061e+14 6.91932056e+14 -2.79137154e+14 -6.22435402e+13\n", - " -4.19556574e+14 -1.89601903e+15 1.40863574e+15 6.98367055e+14\n", - " -2.71304609e+15 1.19040680e+13 -2.38053297e+14 -2.60271038e+13\n", - " 1.27298442e+15 -1.90761516e+15 1.19208893e+15 1.56241717e+15\n", - " 1.15497625e+14 -2.57111468e+14 3.72163811e+13 6.66561429e+14\n", - " 6.70801447e+14 -6.94771794e+14 -3.84017882e+14 -1.21803229e+15\n", - " -9.08442884e+14 -6.07260227e+15 1.94440662e+15 3.37900598e+15\n", - " -3.33376068e+14 1.03750797e+14 5.73465937e+14 -1.41614524e+15\n", - " 3.55595843e+14 9.48059241e+14 -1.61276702e+15 1.94434549e+14\n", - " -2.65421341e+14 9.51270355e+12 -7.01896894e+14 -1.17459852e+15\n", - " 1.13535509e+15 1.71915433e+15 -8.13496643e+15 -1.52729147e+15\n", - " -4.65436754e+14 -1.89336427e+15 -1.93510654e+14 1.68706031e+15\n", - " 7.50399560e+13 1.30933351e+15 1.54619249e+15 -2.46824573e+15\n", - " 2.63851359e+14 -2.46812339e+15 2.93585363e+14 6.25269557e+14\n", - " 1.79695875e+13 -4.06298909e+14 -3.31585072e+15 4.57683508e+15\n", - " 3.03394743e+15 -1.10824634e+14 8.45774156e+14 -7.14045338e+14\n", - " -1.12846080e+15 -2.80468444e+14 6.21900973e+14 -1.70638034e+15\n", - " 5.06448494e+14 1.65206502e+14 -1.06996137e+15 1.13540703e+15\n", - " -1.80594321e+15 -2.16543934e+15 1.83292758e+14 -1.54795438e+14\n", - " -4.24506689e+15 -3.80084743e+14 -3.40761741e+15 1.75052135e+15\n", - " -2.66048090e+15 3.23849259e+14 -1.89940047e+15 -3.58888701e+14\n", - " 9.73633254e+14 1.95920270e+14 7.11929599e+14 -2.80886035e+14\n", - " -7.00936182e+14 -6.12847384e+14 6.71984533e+14 -4.22804678e+14\n", - " 2.00295361e+14 8.67629611e+14 1.38705886e+15 9.95681047e+14\n", - " 3.39707667e+14 -2.85994175e+14 8.05024606e+14 -2.23982630e+13\n", - " 8.82641457e+14 -2.23743819e+14 2.10604309e+15 1.98235621e+15\n", - " 1.52101376e+15 1.34699143e+15 5.83749543e+14 -1.35307648e+15\n", - " -1.56205819e+14 1.58604870e+15 -5.80271902e+14 4.98160445e+14\n", - " -8.07626898e+14 -7.27145858e+14 8.46353516e+14 1.49028402e+15\n", - " -1.06878532e+15 4.75477356e+14 1.91013179e+15 3.12589875e+14\n", - " -1.02978151e+15 7.51786662e+14 1.31802795e+15 -6.38300743e+14\n", - " -8.26503368e+14 -1.98405050e+15 -1.55543868e+15 -1.67900321e+15\n", - " 4.41828445e+14 9.52405084e+14 6.56496137e+14 -1.08494466e+14\n", - " -7.81489397e+14 9.41253995e+14 -3.77123653e+14 -8.93842079e+14\n", - " -7.59461501e+14 -1.09208882e+14 2.45089860e+15 9.08114834e+13\n", - " -2.05795623e+15 -3.77422832e+14 2.68988483e+15 1.17152292e+15\n", - " 7.51075719e+14 2.16046590e+15 1.58560230e+15 -7.18515913e+15\n", - " -4.72026867e+14 8.97391096e+14]\n", "Found 1152 total galaxies in catalog for cluster 53335\n", - "[ 1.55123140e+15 -7.51104264e+14 -5.46312239e+14 ... 7.71472114e+14\n", - " -7.72421473e+14 8.31785284e+13]\n", "Found 609 total galaxies in catalog for cluster 23919\n", - "[-2.50147292e+14 1.23403085e+15 -8.96202417e+14 5.14111945e+14\n", - " -9.24603135e+14 -1.32907261e+15 -1.41266526e+14 1.75240690e+15\n", - " -4.24101912e+14 -9.94320329e+14 4.37276059e+14 -5.22456396e+14\n", - " -2.15295858e+14 -7.06328314e+14 8.17417112e+14 4.09469241e+14\n", - " -1.51709841e+14 -4.92928424e+14 -8.57928548e+14 -1.54569732e+14\n", - " 1.80266008e+15 1.39009509e+15 -8.08012213e+15 -1.45191660e+15\n", - " 8.09385942e+14 -3.75176507e+14 -1.92747236e+15 -1.84412061e+14\n", - " 1.04749220e+15 -6.15617072e+13 -7.10198229e+15 8.18386398e+14\n", - " -3.74606835e+14 1.33018840e+15 -3.37865628e+13 -2.96232289e+15\n", - " 2.49826081e+15 -2.21470610e+15 -4.08634347e+15 -1.99420898e+15\n", - " 4.01422042e+14 4.20351839e+15 -1.82234184e+14 -8.56338592e+14\n", - " 2.48856620e+15 4.57906921e+15 7.13919255e+15 -5.23470498e+14\n", - " -2.34667197e+15 1.12023012e+15 -4.57561873e+15 5.52296863e+14\n", - " 4.43223131e+13 -1.35623082e+14 4.07071951e+15 1.87048067e+15\n", - " 2.48523955e+15 -1.91016615e+15 3.17351097e+15 4.36023989e+15\n", - " -5.83578718e+14 5.33759633e+15 -1.52523320e+15 -8.47747551e+15\n", - " -3.65658169e+15 2.20141245e+15 1.60896415e+15 -1.97759311e+15\n", - " 5.23711645e+15 -9.68489202e+13 -8.69057066e+14 -1.90511866e+14\n", - " 4.41773922e+15 5.14777866e+15 4.57071223e+15 -2.01950939e+15\n", - " -4.22679006e+14 2.07571569e+15 -1.62312763e+15 4.28880007e+15\n", - " 5.50179012e+15 -9.92982959e+14 -1.52241894e+15 2.29902596e+15\n", - " -2.12406680e+15 1.08327105e+15 -8.06442533e+15 -4.12421845e+14\n", - " 3.43895349e+15 2.33324819e+15 -5.18917796e+15 1.74064036e+15\n", - " -6.84602616e+15 5.48064106e+15 1.59330999e+15 3.67978775e+15\n", - " -1.93738157e+15 -1.23821452e+15 3.17725414e+15 -2.86115054e+14\n", - " -2.71116250e+15 2.31386384e+15 2.34363912e+15 -1.28953998e+15\n", - " -4.24771600e+15 4.64299307e+14 -2.08158911e+15 3.13552511e+15\n", - " 2.73143752e+15 3.77711309e+15 3.15092205e+15 -1.36823213e+15\n", - " -2.33054320e+15 6.31094247e+14 -4.98172984e+14 1.29322423e+15\n", - " 4.28656899e+14 4.15842441e+14 -4.93729607e+14 -3.29053137e+15\n", - " 1.62980683e+14 4.58197363e+15 3.54837226e+15 -1.98151435e+14\n", - " 1.55016891e+14 -8.88162160e+14 3.73636819e+15 2.70973720e+15\n", - " -1.12589512e+15 -3.51672540e+15 -4.32800470e+15 1.87548103e+15\n", - " 1.92908774e+15 2.02921236e+15 -7.89982022e+14 -2.20640218e+15\n", - " 1.11557130e+15 -1.44144932e+15 -8.16359917e+14 1.90613934e+15\n", - " 3.33011147e+15 1.27017351e+14 3.49458151e+15 1.97085754e+15\n", - " -1.07820631e+15 -8.15272791e+14 -5.92797402e+14 5.78819801e+15\n", - " 5.63019103e+13 3.49633181e+14 2.79199934e+14 6.70521822e+13\n", - " -1.24551250e+15 9.51157295e+15 -2.32463019e+15 2.63421556e+15\n", - " 4.20821914e+14 -3.57709467e+15 4.78926859e+14 1.79729305e+15\n", - " 2.63658176e+15 2.14269959e+15 4.50469281e+14 -2.11598011e+15\n", - " -1.31292000e+15 5.85131865e+14 -3.14758006e+14 1.02779715e+15\n", - " 1.63217791e+15 3.11161396e+15 -1.70210831e+15 7.81362210e+14\n", - " -4.15427196e+15 -2.31774336e+15 -2.24706429e+15 -1.32862374e+14\n", - " -4.85719074e+15 -9.40075903e+14 1.90553072e+15 -1.74103703e+15\n", - " 7.01828154e+13 -8.33757363e+14 -9.05882874e+14 -1.12637644e+15\n", - " -1.06398469e+15 4.95425827e+15 1.11920875e+15 -9.73106791e+14\n", - " -2.24202061e+15 -6.31583203e+14 1.18891574e+15 -1.73577456e+15\n", - " -1.05143467e+15 -5.91611811e+15 -9.73262605e+14 3.55834099e+14\n", - " 4.29295841e+14 -5.46552417e+14 -1.67192052e+14 5.55269974e+15\n", - " -6.07842969e+15 4.05597143e+15 -7.68673025e+14 2.39172111e+15\n", - " 1.45270676e+15 -3.58239325e+14 -1.80801463e+15 3.15103614e+15\n", - " 7.30431370e+14 -2.91849157e+14 3.11697074e+15 -5.86131534e+13\n", - " -7.47209867e+14 2.96550751e+15 4.84869812e+15 2.59047784e+15\n", - " 3.30661919e+14 4.80656687e+15 7.97875168e+15 2.62555010e+14\n", - " 2.41853277e+14 5.30351455e+14 -4.02636310e+14 -3.28361663e+14\n", - " 1.30157924e+15 2.75144209e+15 -4.35176178e+15 -2.45089893e+15\n", - " 2.67732234e+15 1.63348440e+15 -2.65463593e+15 1.57459109e+15\n", - " 2.13815209e+15 5.78051612e+15 6.97284529e+14 -6.48664662e+15\n", - " -5.54988268e+14 -1.12645370e+16 6.58090997e+14 -3.23935552e+15\n", - " -1.38491863e+15 -3.60428178e+15 -2.48344329e+15 2.11274743e+15\n", - " 3.25735975e+15 4.90360495e+15 2.96182702e+14 4.20693389e+14\n", - " 3.56266800e+15 2.60455599e+14 3.37450897e+15 -2.23699338e+14\n", - " 3.14101554e+15 1.88805769e+14 -3.61088462e+15 -1.66067931e+15\n", - " 1.69689116e+14 3.70164801e+14 -1.15155067e+15 6.69933526e+14\n", - " -8.19873943e+14 8.01090257e+14 -3.63923921e+15 -8.08755797e+14\n", - " 1.60744394e+15 -2.63125154e+15 1.57744980e+15 -1.07565583e+15\n", - " -4.38712269e+14 5.91917912e+14 1.80780701e+14 -1.24244771e+15\n", - " 1.96834836e+15 -3.52207300e+15 1.73320443e+14 -2.70835312e+15\n", - " -1.45940087e+15 -6.93871905e+15 4.29467419e+15 -1.84182058e+15\n", - " -5.17574847e+15 4.18336884e+15 -1.45068455e+15 -1.00897469e+16\n", - " -3.31960969e+15 -5.55233196e+15 4.07595390e+15 6.29842164e+15\n", - " -2.04995762e+14 6.31481395e+15 4.54519828e+14 -2.68646344e+15\n", - " -6.65676401e+13 3.02398449e+15 -3.16426504e+14 9.53665356e+14\n", - " 7.98497699e+14 3.90028235e+14 -1.29589684e+15 4.92741026e+14\n", - " 1.33618776e+15 2.67419346e+15 3.62362170e+14 9.67128581e+14\n", - " -1.50118402e+14 1.65925083e+15 4.21546070e+14 1.54399273e+15\n", - " -4.18676736e+15 7.12207314e+14 -2.41336351e+15 8.88039593e+14\n", - " 1.93605570e+15 8.44298928e+13 1.79530915e+15 4.40222564e+15\n", - " 6.36208421e+14 3.02062647e+15 4.97049173e+14 -5.15048215e+13\n", - " -1.74990696e+14 1.75979030e+15 -6.35632346e+14 1.79826386e+15\n", - " 8.07613301e+14 -5.47333532e+14 6.27880613e+13 1.78187833e+15\n", - " -5.80932925e+14 -1.12385603e+15 -3.58777004e+15 -8.56267923e+14\n", - " 9.05281804e+13 8.42763100e+13 -4.29580807e+14 -1.08283293e+15\n", - " 1.01052637e+15 -1.42681809e+14 -1.37064094e+15 -2.20204328e+14\n", - " -1.49441901e+15 4.62333361e+14 1.83901540e+15 2.05089975e+15\n", - " -2.77252842e+15 -1.70245129e+15 6.42466262e+14 1.08652964e+14\n", - " 1.40716889e+14 2.68543403e+15 9.30416379e+13 -3.91041203e+14\n", - " -2.52092475e+15 6.58475844e+14 -2.18828503e+14 -1.28849611e+15\n", - " 2.96805416e+14 1.25395332e+15 1.26021380e+14 7.70398631e+14\n", - " 1.71680031e+15 3.78667990e+15 6.60287797e+14 2.69779133e+13\n", - " 5.47324791e+15 -2.28433912e+15 -6.55909621e+14 -2.54299965e+14\n", - " -1.28479551e+15 -2.04742383e+15 -3.95754919e+14 -2.07126724e+15\n", - " 2.05978101e+15 8.31477791e+13 3.63465201e+14 1.73857653e+15\n", - " -1.05470355e+15 -5.36044589e+14 -7.90831148e+13 -2.17840834e+15\n", - " -1.03413914e+14 -9.11683201e+14 -3.19582896e+14 4.84687661e+14\n", - " 2.63555656e+15 2.45133949e+15 2.15685122e+15 1.81742993e+15\n", - " -2.12335110e+15 -9.30238214e+14 2.41684611e+15 -3.61709926e+15\n", - " 2.92497866e+15 -8.27057699e+14 2.21265564e+15 -9.48802749e+14\n", - " 5.30461869e+14 3.75513198e+14 -2.94560753e+15 6.57036732e+14\n", - " -1.65422770e+15 1.02869923e+15 -1.24146486e+15 6.63695429e+14\n", - " -1.83497621e+15 1.83256424e+15 5.59895110e+14 -2.30251339e+15\n", - " -1.60242829e+15 1.21930901e+15 -9.94045637e+14 1.53041387e+13\n", - " 1.12020619e+14 1.53732922e+14 -4.28453235e+14 -4.03360273e+15\n", - " 8.75373631e+14 -3.29097845e+15 -9.01574592e+14 -1.17034511e+15\n", - " 5.41711920e+15 2.44660711e+15 -8.94152707e+14 8.55664512e+14\n", - " -1.74783242e+15 -3.63031085e+14 -2.02182551e+15 7.11728732e+13\n", - " -3.72286760e+14 2.37777359e+15 1.96573575e+15 -2.88870986e+15\n", - " 9.67274280e+14 5.01864095e+14 -3.34185694e+13 -1.05814501e+15\n", - " 1.21278862e+15 1.21999926e+15 6.81668111e+15 -7.02147566e+14\n", - " -1.75645411e+15 8.54229315e+14 6.69556778e+14 -4.19469732e+14\n", - " -4.11595019e+14 -1.66625311e+15 -9.84913693e+14 3.10684655e+15\n", - " 6.67615770e+14 -6.32276429e+14 -1.68535366e+14 2.08600020e+15\n", - " -6.73917355e+14 4.30928093e+14 -6.63348059e+14 5.31800096e+14\n", - " 1.98885520e+15 -1.26031945e+15 -9.32249690e+14 7.82929457e+14\n", - " -6.90299698e+14 1.69924398e+15 1.12021807e+15 -4.15485865e+15\n", - " -2.14039855e+15 2.02263765e+15 -7.92575935e+14 -3.85611501e+15\n", - " 2.35913910e+15 9.89924393e+14 -2.24569791e+15 5.19509620e+15\n", - " 4.47957647e+14 -1.39135052e+13 -1.06439767e+15 7.52904038e+14\n", - " 4.68313006e+14 2.35298833e+14 -2.43170591e+15 -3.03407111e+15\n", - " 1.53395673e+15 1.93768746e+14 1.12857575e+15 -4.84178400e+15\n", - " 3.29043450e+15 6.90138401e+15 -6.33847820e+14 -1.93377255e+15\n", - " 8.53976424e+14 -3.83734160e+14 1.45525124e+14 2.52821485e+15\n", - " -2.06010048e+14 -6.43070889e+14 -1.03384140e+15 2.49063699e+15\n", - " 1.15410094e+15 1.50072478e+14 -8.51359301e+14 7.05696507e+13\n", - " 1.06096380e+15 -5.61703928e+15 -9.38588349e+14 -1.11822252e+15\n", - " 9.53740274e+14 3.34677776e+15 8.50034541e+14 -3.77666670e+13\n", - " -2.59919052e+14 -1.93308277e+15 4.39202994e+14 -8.59156326e+14\n", - " 1.92354284e+15 -8.98547348e+14 -2.33903927e+15 1.78572368e+15\n", - " 1.62652788e+15 1.18710318e+15 1.35551281e+15 1.31224208e+15\n", - " -1.95613488e+15 5.79748786e+14 -1.61368364e+15 9.16612308e+14\n", - " 7.75106737e+14 -2.51091065e+15 -3.52434207e+15 -1.65430494e+15\n", - " 1.12930018e+15 2.14427249e+15 -1.39470080e+15 -1.41632473e+15\n", - " -1.01612733e+15 -5.51323242e+14 8.07432685e+14 1.57945545e+14\n", - " 6.06238623e+14 1.10021731e+15 1.70700383e+15 -3.21714626e+15\n", - " -3.24550610e+15 -5.43663242e+14 -1.57916850e+14 -1.45207235e+15\n", - " 1.16362784e+15 1.94640617e+15 1.01711966e+15 1.30643484e+15\n", - " 7.35610243e+14 4.40984656e+15 -9.48732950e+14 -4.33912491e+14\n", - " 7.51498993e+14 8.99512342e+14 4.00751684e+13 3.47764348e+15\n", - " 1.76620695e+15 1.34492946e+15 -6.76471280e+14 -1.58470753e+15\n", - " 1.93282589e+15 -2.43909485e+14 -1.64360409e+14 -3.63825327e+14\n", - " 9.85848666e+14 -5.13641036e+14 1.19361728e+15 2.32556925e+14\n", - " 2.67777345e+15 -2.78306415e+11 -1.31976157e+15 -1.32296616e+14\n", - " 5.34870142e+13 -6.88420476e+14 2.63375705e+14 2.06229361e+15\n", - " -6.53057441e+14 -3.57764977e+14 2.45201672e+14 -4.27056127e+14\n", - " -9.47454521e+14 -7.06808634e+14 5.01280052e+14 -8.24066685e+14\n", - " -7.52915556e+14 8.30296440e+14 4.10940755e+14 -1.30973261e+15\n", - " 6.77880164e+14 5.39661361e+14 5.21519037e+14 2.62727830e+14\n", - " -1.65626107e+15 -1.25801812e+14 -1.59713747e+14 -4.49102434e+14\n", - " -8.81406337e+13 1.88600751e+15 -4.10778676e+13 -1.04852689e+15\n", - " 2.23334174e+14 1.05902216e+15 -3.95513637e+14 -8.08816943e+14\n", - " 2.63672014e+14 9.22942233e+14 8.46442224e+14 -1.53146432e+15\n", - " -1.44944854e+14]\n", "Found 3765 total galaxies in catalog for cluster 16567\n", - "[-6.11875650e+14 -1.82453438e+15 -7.34214802e+14 ... -1.43990858e+14\n", - " 8.45657844e+13 -5.92919349e+14]\n", "Found 2588 total galaxies in catalog for cluster 41321\n", - "[ 1.07302003e+15 9.63527021e+14 1.89720172e+15 ... -1.08809502e+14\n", - " -2.43459056e+14 5.00291826e+13]\n", "Found 558 total galaxies in catalog for cluster 52141\n", - "[ 4.94817024e+14 2.21749393e+14 -5.64387637e+14 5.50945138e+14\n", - " 1.43851782e+13 4.58784295e+14 -2.81188864e+14 3.46070609e+14\n", - " -1.53633996e+15 -5.08553282e+14 -1.35686664e+15 -3.55836255e+14\n", - " 1.98595065e+15 2.56335547e+15 1.01272354e+14 5.94687840e+14\n", - " 3.08596351e+15 8.40223057e+15 -3.23050055e+15 5.06601601e+15\n", - " -1.73360137e+15 1.45737893e+15 7.30503979e+15 -1.61903695e+15\n", - " -3.93446730e+15 -3.95063257e+14 3.40830233e+14 -1.69818677e+15\n", - " -2.08555754e+15 7.51273641e+14 -1.97728472e+15 -2.71454416e+15\n", - " -4.39862286e+14 5.50862841e+15 2.68063218e+15 -1.13119642e+15\n", - " -1.07323479e+14 7.13527545e+15 -3.65050841e+15 3.19674722e+14\n", - " 3.92756317e+15 2.14515135e+15 1.76549885e+13 1.67183826e+15\n", - " 1.46301617e+15 2.77100682e+15 2.40391573e+14 4.77512220e+15\n", - " 3.01046515e+15 -2.87096070e+15 3.59301211e+15 4.38605463e+14\n", - " 7.53330451e+14 -5.42355100e+15 -7.42867674e+14 -3.53392871e+15\n", - " -3.34785114e+14 -1.75680152e+15 -3.72339006e+14 -3.58146508e+15\n", - " 2.20158436e+15 -2.70060207e+15 1.12335100e+15 5.72450389e+15\n", - " 5.60909212e+15 5.07480164e+15 1.94983945e+14 8.36743558e+15\n", - " -8.10963624e+14 -4.46251345e+12 2.28176795e+15 -5.40105214e+15\n", - " 2.44780215e+15 3.98182277e+14 7.92524707e+14 -5.24595636e+15\n", - " -5.95640782e+14 2.43594031e+15 -3.10823875e+15 -2.45135162e+15\n", - " -3.22116646e+14 8.72551846e+14 7.68309553e+14 -4.45928629e+15\n", - " -7.16195506e+15 -2.08678920e+15 -3.79576130e+15 1.55456169e+15\n", - " -4.81770848e+15 -1.00411986e+15 -1.19751745e+15 2.85542765e+15\n", - " -9.28309702e+14 3.70127699e+15 5.54495208e+15 3.61511408e+15\n", - " 1.29718020e+15 -1.35612481e+15 1.31511045e+15 2.05715345e+15\n", - " -7.26971986e+14 -1.76835335e+15 -1.31671711e+14 1.41717015e+15\n", - " -2.87003156e+15 2.00175213e+14 -7.03176565e+14 -3.01699229e+15\n", - " 2.01363975e+14 1.75559431e+15 -1.73208323e+15 -3.46822403e+15\n", - " -2.72988410e+15 -7.78781193e+14 -3.33430808e+14 8.86996407e+14\n", - " 1.62382781e+15 1.31312604e+15 -1.50814834e+15 1.42092155e+15\n", - " 1.83088345e+15 -4.06183118e+15 -2.08720622e+15 1.65555813e+15\n", - " -3.45016005e+15 -9.58038618e+14 -1.96021822e+15 -8.46415563e+15\n", - " -5.74736408e+14 8.03098455e+15 1.09025034e+15 2.26226363e+15\n", - " 1.85054422e+14 1.16736985e+15 -1.35332854e+15 -2.38191751e+15\n", - " -5.43524476e+14 2.55045552e+13 -3.57650557e+14 3.08899799e+15\n", - " -3.22008188e+15 2.52848671e+15 5.81238604e+14 1.32886454e+15\n", - " 1.15213470e+15 -1.17818821e+15 2.07247137e+15 6.52205746e+14\n", - " -4.44572168e+14 -4.22084426e+14 -1.77785112e+14 7.02659705e+14\n", - " -1.49458067e+15 -3.80068231e+14 -1.44613146e+15 -5.26498591e+14\n", - " 1.14539346e+15 3.72334768e+14 1.36265120e+15 -3.07458199e+15\n", - " -2.37195511e+15 -6.31386978e+15 2.97474759e+15 3.38153786e+15\n", - " 1.78694887e+15 7.64703171e+15 -2.60893093e+15 6.05576894e+13\n", - " 5.37139984e+15 -1.16266429e+14 -2.31798682e+15 1.67962757e+15\n", - " -4.14450977e+14 -9.97389729e+14 -2.65495294e+15 3.71244924e+14\n", - " 3.37050046e+15 -1.31500500e+15 -1.06451639e+11 -3.58031624e+15\n", - " -5.50922977e+14 4.19722743e+15 1.49782191e+15 -7.07941920e+14\n", - " -8.31873025e+13 1.14540999e+15 -2.76687610e+15 -4.24358009e+15\n", - " 2.06960934e+15 2.23944371e+15 -3.92070731e+14 2.28374462e+15\n", - " 7.24700020e+14 1.49741509e+15 -1.61769816e+15 -1.40722862e+15\n", - " 9.18366364e+14 2.67073379e+15 -6.09417303e+14 -9.93467603e+14\n", - " -1.31423217e+15 1.53716396e+15 -1.73302537e+12 1.57367780e+15\n", - " -5.46913478e+13 -4.16310026e+14 -7.41413794e+14 7.80640475e+14\n", - " 1.07267707e+15 -9.93809292e+14 4.08493702e+15 -3.18087357e+15\n", - " -3.41479766e+15 2.58985535e+15 -3.76900547e+15 1.27900768e+15\n", - " -6.38505921e+14 6.66986825e+14 -2.68436158e+15 1.73873481e+15\n", - " 1.01487976e+15 -3.96815012e+15 5.47188259e+14 -8.87592297e+14\n", - " -1.13291404e+15 -6.02239508e+14 -8.09503587e+13 -2.26148127e+14\n", - " -1.43688497e+15 3.16606239e+15 5.50366984e+14 -1.90706346e+15\n", - " -1.32295038e+15 -2.41916449e+15 2.44358963e+15 8.11804341e+14\n", - " 2.14203331e+15 -9.37110452e+14 4.57477508e+14 -8.07864694e+14\n", - " -3.10162648e+14 -1.56197392e+15 -1.41967857e+15 2.52524929e+15\n", - " 1.10462156e+15 1.17033712e+15 4.79897668e+15 2.79030605e+11\n", - " 2.36865548e+14 -1.41169895e+15 2.51399463e+15 -9.11254972e+14\n", - " -1.71826543e+14 -3.61071279e+14 -4.61050161e+13 3.99033614e+14\n", - " 1.11780028e+15 -1.33217059e+15 -9.74581197e+14 1.11461154e+15\n", - " 2.52123350e+15 -1.32026609e+14 4.80208374e+14 1.71739029e+15\n", - " -2.77348270e+15 1.74297291e+15 -2.17314088e+15 2.32778867e+15\n", - " -8.03002696e+14 -2.75303166e+15 1.58888036e+14 6.94283931e+14\n", - " -1.95131299e+15 -1.63351417e+15 3.67188282e+15 3.36825386e+15\n", - " 2.95252852e+15 2.96807140e+15 -7.82623679e+14 6.89849916e+14\n", - " 9.27542887e+14 1.53556268e+15 -5.11797750e+14 -7.64075932e+14\n", - " -1.58076672e+15 1.29827234e+15 -4.59735916e+14 -1.64312620e+15\n", - " 4.54017335e+15 -8.97850616e+14 -2.17335536e+14 7.53836652e+14\n", - " 5.60124836e+14 -2.45215809e+15 1.88227831e+15 1.26914351e+15\n", - " 3.45806496e+15 -3.68284552e+15 5.97574542e+14 8.47381025e+14\n", - " -2.24385752e+14 3.94713464e+14 -3.89944435e+14 6.90325142e+13\n", - " 1.19237966e+15 8.31920860e+14 3.96190090e+15 1.50631258e+15\n", - " 5.12234096e+15 -7.58618433e+14 -1.93631020e+15 -1.92264970e+15\n", - " 2.96322784e+15 1.29466697e+15 4.48422726e+14 3.71345263e+14\n", - " -1.36751746e+15 -4.24599417e+13 1.41773888e+15 1.39069864e+15\n", - " 9.06410988e+14 1.24963953e+15 1.16950773e+15 8.91089556e+13\n", - " -7.50315143e+14 2.43363332e+15 -9.03610547e+14 4.34418135e+14\n", - " -5.78744322e+15 1.78159043e+15 1.09834797e+15 2.25239336e+15\n", - " 2.64619162e+14 -1.59037719e+15 1.00109615e+15 6.69372724e+14\n", - " -1.87397077e+15 5.66112195e+14 3.64900916e+14 1.28488791e+15\n", - " 1.54663027e+15 1.35069767e+14 9.23719198e+14 -1.78705728e+15\n", - " -3.09614546e+15 -6.85136995e+14 -1.17443980e+15 7.54816074e+14\n", - " 1.38201642e+15 -1.20614525e+15 3.70409696e+14 4.71427321e+14\n", - " 4.25356039e+15 1.68765125e+15 1.92306359e+15 -7.02112244e+14\n", - " -6.85590421e+14 2.20063170e+15 -1.40302904e+15 -6.79308905e+14\n", - " -6.74490584e+14 4.49455089e+14 2.64157475e+15 1.06973206e+15\n", - " 4.93690269e+14 -2.29147376e+15 -6.76284083e+13 4.12243676e+14\n", - " 2.37173018e+14 -5.00792481e+15 -2.56405201e+14 -1.94214084e+14\n", - " -5.78415017e+14 1.07920282e+15 -5.46001038e+14 -1.80429988e+15\n", - " -8.59683826e+14 1.26469812e+15 8.01311659e+14 2.67484992e+15\n", - " -2.11528174e+14 -3.85769739e+13 2.33287088e+15 5.20691700e+14\n", - " 2.95835015e+14 -9.47763324e+14 -3.75384532e+14 9.83585718e+13\n", - " -2.81184163e+14 2.21399655e+14 -5.45341051e+14 2.46696667e+15\n", - " -2.16470160e+15 -1.62421902e+15 1.89250738e+15 9.31425274e+14\n", - " 7.44096880e+14 1.95797144e+15 -9.23604827e+14 9.95964289e+14\n", - " 7.81199366e+14 -8.11149060e+13 9.05473630e+14 3.99085851e+14\n", - " 3.51130544e+14 1.19555753e+15 2.23263802e+15 1.05287553e+15\n", - " 1.73072445e+15 2.35975892e+15 -6.12638792e+14 6.57408225e+14\n", - " -1.03059931e+15 -2.27909854e+14 5.58444665e+13 -1.36859374e+15\n", - " -9.56450917e+14 2.92620626e+15 -1.20086378e+15 -1.26292262e+14\n", - " -2.24414083e+15 -7.08363581e+14 -2.11285779e+15 1.22828080e+15\n", - " -1.62736495e+13 -8.67623151e+14 2.86867457e+15 9.23366290e+14\n", - " -1.01011563e+15 -1.31449586e+15 4.77070661e+14 8.58815815e+14\n", - " 2.30948415e+14 -1.50159916e+15 3.60601741e+14 -1.22248210e+15\n", - " 1.42977921e+15 -3.27350980e+14 -1.24259399e+15 6.00558823e+14\n", - " 1.07114772e+15 7.00623278e+14 -1.98834910e+15 -2.94834725e+15\n", - " 1.90848706e+15 7.32710501e+14 -1.26875632e+15 -4.09351560e+14\n", - " 7.66019386e+14 -6.52007032e+13 1.78628741e+14 -1.17893292e+15\n", - " -1.72251843e+15 1.52333381e+14 -3.05824924e+14 9.02111251e+14\n", - " -2.23266011e+15 9.17357030e+14 -8.71886059e+14 -8.92248993e+14\n", - " -4.20514849e+14 -3.79646598e+14 -1.52275817e+15 1.30081164e+15\n", - " -5.15251605e+13 1.40455248e+15 1.13272484e+14 1.16064636e+15\n", - " -1.78353330e+15 -2.27560330e+15 1.35226946e+14 -1.42865946e+15\n", - " 1.16570339e+15 2.09744276e+15 -5.43986591e+14 -1.25412038e+13\n", - " -2.45133592e+15 -1.18677052e+14 -8.97541834e+13 2.99107935e+15\n", - " -3.72871184e+15 2.81197844e+14 7.46433015e+14 2.49497437e+15\n", - " -3.92516119e+14 1.27182759e+15 -1.18223514e+15 -1.82557014e+15\n", - " -2.65060021e+14 1.21188080e+15 2.40902340e+15 1.03024346e+15\n", - " 1.09467831e+15 2.24064476e+15 8.67705656e+14 1.60424948e+12\n", - " -4.69284121e+13 8.70542551e+14 -1.21855307e+15 -7.59478451e+13\n", - " 9.89478009e+14 -2.47175941e+15 -2.87153678e+15 7.14927347e+14\n", - " 3.42019591e+13 -3.92954136e+14 9.76154349e+14 1.67194885e+15\n", - " 1.24347141e+15 1.81583389e+15 1.32611464e+14 4.13697792e+14\n", - " 2.11159986e+15 8.34206904e+14 -9.93529660e+14 -7.67236704e+14\n", - " 2.91825775e+15 4.38170043e+14 -1.78519315e+14 -1.13758727e+14\n", - " 8.18178298e+14 -4.02029904e+14 1.20203032e+13 -6.91076158e+14\n", - " 1.63044640e+14 -2.01764131e+14 -7.69845236e+14 -1.13219840e+15\n", - " -6.71251150e+15 -5.75074308e+14 -4.86481055e+13 1.28433634e+15\n", - " -5.07990987e+14 -1.06701434e+15 5.12893751e+14 -5.57591586e+14\n", - " 4.10658528e+14 1.12357949e+15 5.55483044e+14 2.16317451e+14\n", - " -1.69602827e+14 6.30051125e+14 -1.11489193e+15 -6.87774310e+14\n", - " -1.45357344e+15 -7.32013545e+14 3.67603888e+13 5.08678684e+14\n", - " 4.76026215e+14 1.22918208e+15 -9.10510522e+13 -1.56539325e+14\n", - " 1.31550465e+15 1.00255099e+15 5.33713859e+14 -8.16858365e+14\n", - " 4.54536309e+13 1.38208091e+14]\n", "Found 2760 total galaxies in catalog for cluster 52451\n", - "[ 2.45128276e+14 2.00120927e+15 -4.41800020e+14 ... -4.67031181e+14\n", - " -9.71372487e+13 2.83629274e+14]\n", "Found 1560 total galaxies in catalog for cluster 51057\n", - "[-3.86458630e+15 -7.62503584e+14 -7.26616929e+14 ... 3.63125652e+14\n", - " 4.84944480e+14 9.00204181e+14]\n", "Found 2515 total galaxies in catalog for cluster 14210\n", - "[ 1.07282677e+15 1.36081640e+15 7.89133688e+14 ... -5.08209881e+14\n", - " -4.53824030e+14 -5.73258115e+14]\n", "Found 2800 total galaxies in catalog for cluster 33410\n", - "[ 1.34620362e+15 1.41804474e+15 2.22767332e+15 ... -7.63726236e+14\n", - " -2.74473231e+14 -8.40412813e+14]\n", "Found 3542 total galaxies in catalog for cluster 78132\n", - "[ 3.26582435e+14 4.97642363e+15 5.65817042e+14 ... 1.58793556e+14\n", - " -6.28049053e+14 -5.78799102e+14]\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "cluster_z and type 0.49929956 \n", - "cluster_z and type 0.64601874 \n", - "cluster_z and type 0.6410095 \n", - "cluster_z and type 0.6587467 \n", - "cluster_z and type 0.8156214 \n", - "cluster_z and type 0.6254669 \n", - "cluster_z and type 0.8727886 \n", - "cluster_z and type 0.5422798 \n", - "cluster_z and type 0.77666825 \n", - "cluster_z and type 0.33334264 \n", - "cluster_z and type 0.72671944 \n", - "cluster_z and type 0.46572214 \n", - "cluster_z and type 1.035111 \n", - "cluster_z and type 0.9868597 \n", - "cluster_z and type 0.48154548 \n", - "cluster_z and type 0.34901306 \n", - "cluster_z and type 0.660803 \n", - "cluster_z and type 0.5489526 \n", - "cluster_z and type 0.5732822 \n", - "cluster_z and type 0.48545152 \n", - "cluster_z and type 0.48073718 \n", - "cluster_z and type 0.5205169 \n", - "cluster_z and type 0.45513922 \n", - "cluster_z and type 0.37233016 \n", - "cluster_z and type 0.72563916 \n", - "cluster_z and type 0.25462273 \n", - "cluster_z and type 0.549555 \n", - "cluster_z and type 0.71684 \n", - "cluster_z and type 0.56993246 \n", - "cluster_z and type 0.6154449 \n", - "cluster_z and type 1.0356219 \n", - "cluster_z and type 1.0020661 \n", - "cluster_z and type 0.23431362 \n", - "cluster_z and type 0.5927657 \n", - "cluster_z and type 0.6087652 \n", - "cluster_z and type 0.6046681 \n", - "cluster_z and type 0.50011617 \n", - "cluster_z and type 0.593976 \n", - "cluster_z and type 0.8731144 \n", - "cluster_z and type 0.592247 \n", - "cluster_z and type 0.43162814 \n", - "cluster_z and type 0.51871866 \n", - "cluster_z and type 0.34493634 \n", - "cluster_z and type 0.43753046 \n", - "cluster_z and type 0.6061629 \n", - "cluster_z and type 0.71660864 \n", - "cluster_z and type 0.8984475 \n", - "cluster_z and type 0.86106193 \n", - "cluster_z and type 0.57198143 \n", - "cluster_z and type 0.48342547 \n", - "cluster_z and type 0.24044088 \n", - "cluster_z and type 0.6384199 \n", - "cluster_z and type 0.45206454 \n", - "cluster_z and type 0.7653682 \n", - "cluster_z and type 0.4100084 \n", - "cluster_z and type 0.9812018 \n", - "cluster_z and type 0.99775815 \n", - "cluster_z and type 0.8671669 \n", - "cluster_z and type 1.0477397 \n", - "cluster_z and type 0.49412334 \n", - "cluster_z and type 0.596166 \n", - "cluster_z and type 0.9101417 \n", - "cluster_z and type 0.5932099 \n", - "cluster_z and type 0.7193937 \n", - "cluster_z and type 0.653051 \n", - "cluster_z and type 0.53016365 \n", - "cluster_z and type 0.46268275 \n", - "cluster_z and type 0.84439105 \n", - "cluster_z and type 1.1292421 \n", - "cluster_z and type 0.28674597 \n", - "cluster_z and type 0.7892001 \n", - "cluster_z and type 0.5305519 \n", - "cluster_z and type 0.62169576 \n", - "cluster_z and type 0.61630654 \n", - "cluster_z and type 1.0183831 \n", "Process 0 done reading\n", "Overall pair count = 168710\n", "Collecting data for cluster 0\n", "Found 2416 total galaxies in catalog for cluster 11\n", - "[-7.84078591e+13 -1.00634301e+14 -3.19048159e+15 ... 7.20812384e+14\n", - " -4.77552103e+14 -4.47345378e+12]\n", "Found 1982 total galaxies in catalog for cluster 827\n", - "[-8.46831090e+14 5.15085280e+14 -1.85691178e+15 ... -8.03486220e+14\n", - " -8.42444951e+14 -4.19608013e+14]\n", "Found 1929 total galaxies in catalog for cluster 1985\n", - "[ 4.00798096e+14 -1.82269476e+15 9.61865720e+14 ... -7.99938076e+14\n", - " -1.07058421e+15 -2.95530953e+14]\n", "Found 1887 total galaxies in catalog for cluster 1632\n", - "[-8.94770475e+14 4.96600824e+14 -1.86244835e+15 ... -3.54982182e+14\n", - " -2.30181381e+14 -4.35457154e+14]\n", "Found 639 total galaxies in catalog for cluster 2453\n", - "[ 3.17901539e+14 -1.20173834e+15 1.96521915e+15 -7.65320022e+14\n", - " 2.15408572e+15 -6.83488687e+14 -1.66360820e+15 -1.38111094e+14\n", - " 6.09073706e+14 6.55727956e+14 1.50203827e+15 4.23140019e+15\n", - " -5.48812825e+15 -1.41933357e+15 2.65259082e+15 -1.36075730e+15\n", - " 2.51354537e+15 -5.91932694e+15 -3.62016948e+14 -8.16175853e+15\n", - " 1.22788868e+15 1.60257479e+15 1.08473754e+15 1.23446796e+14\n", - " -3.76759600e+15 1.34063631e+14 -3.05603404e+15 -2.83929091e+15\n", - " 8.06540128e+14 1.65371572e+14 2.11301947e+15 -1.50320952e+15\n", - " -1.76033451e+15 -3.70423259e+15 -5.06373053e+15 -1.53819805e+15\n", - " 7.37449815e+15 -2.89862043e+15 5.94223200e+15 2.25060088e+13\n", - " -3.32195612e+14 5.77637401e+15 -6.26074231e+15 -1.16156410e+15\n", - " 4.06447428e+15 4.44855940e+14 2.83914646e+14 8.51787090e+14\n", - " 1.21466035e+15 4.49690122e+14 -2.68145478e+15 -2.21506749e+15\n", - " 4.51329810e+14 1.14068697e+15 -1.94813624e+15 -1.09527766e+15\n", - " -4.53310308e+14 -1.16718374e+15 1.50873649e+15 -3.35997006e+15\n", - " -2.94346967e+15 6.94644019e+14 1.74857083e+15 2.71994900e+15\n", - " -1.76904857e+15 -3.56103624e+14 -3.59296928e+15 -4.08083870e+14\n", - " -3.21530685e+15 -5.57444454e+15 -7.19877849e+14 1.03309420e+13\n", - " 2.89153414e+15 -9.60957431e+14 -3.44345143e+15 -1.69587965e+15\n", - " -3.18230545e+15 -2.11982864e+14 1.64596726e+15 -1.99841567e+15\n", - " -2.05610536e+15 2.16831686e+15 -1.14003166e+15 1.56920741e+15\n", - " 2.30552185e+15 9.83585081e+13 1.12396846e+15 1.29592296e+15\n", - " 1.51524584e+15 3.30626740e+14 -1.05094797e+14 -1.71804680e+15\n", - " 1.09111833e+14 -1.97289682e+15 -1.34911972e+15 -2.71216543e+15\n", - " -3.29391976e+15 -6.28314706e+14 9.42407938e+14 -1.35834594e+15\n", - " 5.80514552e+14 2.59735166e+15 1.23947238e+15 1.77355355e+15\n", - " 7.29983171e+14 -5.00624799e+14 -9.02730373e+14 7.63249970e+14\n", - " -2.56076590e+14 -3.35993119e+14 -3.16141345e+15 2.46189192e+15\n", - " -4.02419287e+15 -8.89363815e+14 -7.05752539e+14 6.59502403e+13\n", - " -1.67366257e+15 -2.16298170e+15 -3.42405617e+15 8.35578347e+14\n", - " -5.96303311e+13 -1.59689110e+14 -1.35082449e+15 -3.87497362e+14\n", - " 5.50280707e+14 1.85121736e+15 4.67120886e+14 1.35374176e+15\n", - " -1.26081605e+15 -3.85066534e+15 -4.21222994e+14 4.60391053e+13\n", - " 1.89467221e+15 8.67177129e+14 -1.91674534e+14 5.09806188e+15\n", - " 1.61333721e+15 -5.79645383e+14 6.60516740e+14 1.10927757e+14\n", - " -2.38653505e+14 -4.92644451e+14 4.45286382e+15 5.71960863e+14\n", - " -2.63779287e+15 3.30507492e+14 8.78262269e+14 -1.65849555e+15\n", - " -7.37026761e+14 -6.29092214e+14 -3.11201838e+14 -9.81315916e+14\n", - " 3.32410833e+15 -1.79930247e+13 1.14407770e+15 -1.88759613e+15\n", - " -4.08723033e+14 -2.03281387e+15 -1.90174364e+15 1.01606769e+15\n", - " 4.57213571e+15 -2.65686708e+15 1.36298087e+15 8.68339402e+13\n", - " -4.60943633e+15 1.81132810e+15 -4.56649642e+14 1.71075540e+15\n", - " -1.28405594e+15 -9.62428151e+14 -1.41755799e+15 9.02281896e+14\n", - " 4.56743566e+14 3.41017502e+15 -3.86419442e+14 1.46078389e+15\n", - " -1.40713306e+15 2.18044487e+15 -9.12795621e+14 1.01553405e+15\n", - " -1.03536770e+15 2.63984577e+15 6.33249633e+14 -1.96702180e+15\n", - " -6.87113687e+14 2.49930036e+15 2.17765001e+15 -6.33195295e+14\n", - " -1.40489587e+15 1.93602775e+15 8.17263355e+14 3.49042718e+13\n", - " 2.79030537e+15 -1.82997685e+14 -3.26489921e+14 -8.28150969e+13\n", - " -1.11757535e+15 -8.79819999e+14 1.13948017e+14 -1.79165795e+15\n", - " 3.36076905e+12 2.20260733e+13 -1.84266162e+15 -2.07262153e+15\n", - " -7.37642481e+14 -1.06571681e+15 -3.00187944e+15 1.03982045e+14\n", - " -1.36346297e+15 -1.38197027e+15 -1.21625909e+15 5.29766268e+14\n", - " -1.65365613e+15 2.08930634e+13 -1.18651860e+15 -7.94514531e+13\n", - " 9.49320728e+14 -4.94329971e+14 2.58309699e+14 4.58150328e+14\n", - " -3.10536721e+14 4.74319720e+14 -1.54883538e+15 2.54635494e+15\n", - " 2.15953113e+15 2.38621086e+15 2.10617078e+13 2.05174258e+15\n", - " 4.53480123e+14 -2.02138343e+15 -1.23301246e+15 4.54723966e+14\n", - " -4.80958006e+14 1.40822052e+15 5.10546470e+14 1.30598866e+15\n", - " 2.36197537e+15 -1.92914820e+15 -1.60485731e+15 2.92246258e+15\n", - " -1.40487226e+15 -3.48068166e+14 1.94948340e+14 1.14923866e+15\n", - " 1.10098925e+15 1.42969683e+14 -1.44051918e+15 -9.62204424e+14\n", - " 9.81542242e+14 1.17378936e+15 1.32032863e+15 9.81885769e+14\n", - " 6.57858627e+14 -2.28605690e+15 -3.55167889e+14 1.17248971e+15\n", - " 8.11217925e+14 -2.28251269e+15 1.44264651e+14 5.42073330e+14\n", - " -2.87516135e+14 -2.18638038e+14 3.51969297e+14 4.23690110e+14\n", - " 1.82139997e+15 1.49341608e+15 -8.73027336e+14 8.44449204e+14\n", - " -4.43634265e+14 -6.49633848e+14 -4.72082058e+14 -4.36307345e+14\n", - " -7.39596100e+14 -1.99532934e+15 8.61670109e+14 -1.44966116e+15\n", - " -2.27667065e+15 2.42734140e+14 -1.12296065e+15 1.78950596e+15\n", - " -4.58266804e+14 9.34550075e+14 -1.19039198e+13 -9.71408451e+14\n", - " 1.13377602e+15 9.76683316e+14 1.47579514e+15 1.31055898e+15\n", - " 1.03599217e+15 1.03278429e+15 1.68868116e+15 1.15162694e+15\n", - " 2.18727096e+15 1.27019642e+15 2.76455879e+14 -1.71263771e+15\n", - " -1.60943475e+15 1.88834956e+15 -2.98389921e+14 -4.68090438e+14\n", - " 5.44568085e+14 6.89213988e+13 1.19688930e+15 -8.41089453e+14\n", - " -6.69864475e+14 -1.84403336e+14 9.04632311e+14 -3.99702513e+14\n", - " 9.82490585e+14 -3.82881759e+14 -6.61603299e+14 9.59592161e+14\n", - " 2.46458091e+14 -1.55033450e+15 3.35024475e+14 8.33522802e+14\n", - " 3.03599381e+13 -4.75820953e+14 -1.70970343e+15 -4.05721294e+14\n", - " -9.44792866e+13 3.30889184e+15 7.30861193e+14 -1.71951963e+15\n", - " -6.00140014e+14 -1.08944730e+15 -4.32754270e+14 -2.94193905e+15\n", - " 9.28343207e+14 -1.98901719e+15 -6.95849482e+14 -4.50983140e+14\n", - " 5.50370422e+14 1.50952648e+15 3.16201945e+15 -8.57304737e+14\n", - " 1.44509419e+15 1.57581047e+15 -2.11311205e+15 -7.08982762e+14\n", - " -1.36717262e+15 1.33265145e+15 1.59210551e+15 1.57195031e+15\n", - " 9.26595564e+14 8.62271983e+13 1.84046703e+15 -2.45686580e+14\n", - " 7.57490925e+14 -1.72289997e+15 2.03289221e+15 1.26104006e+15\n", - " 4.35246408e+14 2.17447330e+15 2.03664175e+14 -1.78811620e+14\n", - " -5.72884569e+14 -1.05692048e+14 -6.88761063e+14 1.62409826e+15\n", - " 3.76614423e+14 1.09046348e+15 -1.67783438e+14 -1.37224173e+15\n", - " -8.30372881e+13 1.11725024e+15 -7.54221482e+14 -2.36951309e+15\n", - " -1.20614090e+15 -6.44226310e+14 2.09273455e+14 -7.02744206e+14\n", - " -5.41392168e+14 3.92339653e+15 6.53481727e+14 -4.58804115e+14\n", - " 1.64998551e+15 -4.41414866e+14 -2.55415219e+14 -1.25722703e+15\n", - " 1.41706853e+14 1.34657520e+15 2.78118572e+14 1.10129971e+15\n", - " 1.27606414e+15 -3.86279380e+14 2.32801423e+15 1.14420332e+15\n", - " -1.12650816e+15 5.39549464e+14 5.27734351e+14 -1.76664377e+15\n", - " 1.29430727e+15 2.89985455e+14 2.39379810e+15 2.43301966e+14\n", - " 2.45970092e+15 1.63084861e+14 2.51439141e+14 -1.12189316e+14\n", - " -1.55112280e+15 -1.79386074e+15 3.03017002e+14 1.96171667e+15\n", - " 8.69354571e+14 1.22259831e+14 -1.66942716e+14 7.41026746e+14\n", - " 3.50317717e+15 6.14497906e+14 -5.88305747e+14 -4.27336291e+14\n", - " -2.27051324e+15 2.00377415e+15 -1.60505553e+15 2.36651626e+14\n", - " 4.26135654e+14 -1.67028361e+14 9.30556581e+14 2.60111221e+14\n", - " -1.47223732e+14 5.84663523e+14 -1.53702328e+15 6.63610826e+14\n", - " 1.00045288e+15 6.68046977e+14 1.38462293e+14 -1.28879078e+14\n", - " -6.84225624e+14 -1.11967933e+14 -7.88279089e+14 6.31104124e+14\n", - " 3.17021497e+15 4.86026129e+14 9.28988570e+14 2.73849089e+14\n", - " 2.50180090e+14 -8.85974548e+14 -2.08576403e+15 7.08567387e+13\n", - " -1.22932812e+15 3.98435552e+14 5.47090106e+15 -1.89622308e+15\n", - " 7.34317002e+14 -8.91693210e+14 1.22787472e+15 -4.55544577e+14\n", - " -1.30215313e+14 4.74352311e+14 1.40814279e+14 6.42429277e+14\n", - " -5.31846100e+14 8.16767707e+14 2.30602500e+15 1.07043385e+15\n", - " -1.87081473e+14 7.91942305e+14 1.29630758e+15 -2.64228469e+14\n", - " -6.99536678e+14 -3.31283322e+14 -4.03972321e+15 2.26353796e+14\n", - " -2.38836304e+14 1.31547830e+15 5.37671217e+14 -1.38118905e+15\n", - " -1.65260350e+15 2.17497562e+14 -1.87679638e+14 -2.74295065e+14\n", - " 1.46249084e+15 1.31420385e+14 1.57365826e+15 -8.21463698e+14\n", - " 5.39205401e+14 8.27528329e+13 1.37654260e+15 -1.47843783e+15\n", - " 2.89295196e+13 9.62796078e+14 2.57329998e+15 6.82260944e+14\n", - " -7.60769086e+14 1.40476887e+15 1.14093203e+15 1.85964728e+15\n", - " -6.70013767e+14 -5.23207485e+14 -3.76569373e+13 4.25998535e+13\n", - " -9.34815926e+14 -1.50673269e+14 2.31212558e+15 -6.49583083e+14\n", - " 2.22253001e+15 8.78288859e+14 1.81076917e+15 3.79056268e+14\n", - " -1.23340360e+15 -7.62565244e+14 1.18313002e+15 5.05693592e+14\n", - " -1.01760072e+14 1.23468256e+15 1.30220671e+15 -2.94620567e+14\n", - " 1.15416770e+15 -8.35207373e+14 -8.71891115e+14 -9.12556412e+14\n", - " 6.69788826e+13 1.92822832e+15 -1.94321995e+15 3.89301920e+14\n", - " 2.27497581e+15 -6.79603187e+14 3.60929369e+14 9.38393551e+14\n", - " -1.95890905e+15 1.71727120e+15 -6.57467277e+14 5.41077175e+14\n", - " 6.34385933e+14 -3.36460861e+15 -2.25600400e+14 -1.01726521e+15\n", - " 4.94108517e+13 -1.89436267e+14 5.10039592e+14 2.10030902e+14\n", - " 1.66102020e+15 -6.72974464e+14 -2.07785601e+14 9.39568817e+14\n", - " 5.04948403e+14 1.90947893e+15 8.49930318e+14 -7.98066615e+13\n", - " 4.96423129e+14 1.04497661e+15 -6.84682004e+14 -1.72394986e+14\n", - " 1.88508675e+15 5.21609702e+14 1.15892448e+15 -1.55968053e+15\n", - " 1.48685914e+15 -1.11923016e+15 -1.56648493e+15 7.07432260e+14\n", - " 7.64340128e+14 6.97831894e+14 -1.98922771e+15 8.71545649e+14\n", - " 2.11845561e+15 1.54964365e+15 -1.27938452e+15 -6.07543926e+14\n", - " 2.30350720e+13 -1.47199996e+15 -8.42501281e+14 -2.24123896e+15\n", - " 1.14374472e+15 5.51674780e+14 1.62689147e+15 -1.58582331e+15\n", - " 5.97023010e+15 -2.05880191e+15 -7.67832354e+14 3.19590359e+14\n", - " -2.09085350e+14 1.35105747e+15 1.23162513e+14 4.91217882e+14\n", - " 6.50929742e+14 1.42705206e+15 -2.52809008e+14 -1.48196424e+15\n", - " 9.94581272e+13 1.18841728e+15 1.74721806e+15 6.36321918e+14\n", - " 1.61968443e+13 -8.80048703e+14 1.71384917e+14 -1.33669647e+14\n", - " -1.03218369e+15 -7.64195644e+14 9.73266696e+14 -2.13680406e+14\n", - " -1.81436486e+15 -1.53566688e+15 -8.26534543e+13 1.14758055e+15\n", - " -5.33214995e+14 1.96703311e+15 1.15572648e+15 1.04728711e+14\n", - " -9.69652004e+14 3.03590649e+14 -1.27206660e+14 -6.47700645e+14\n", - " -2.57283683e+15 6.74687622e+14 -2.11664923e+14 3.80625611e+15\n", - " -2.13390734e+14 1.27075750e+15 1.38327904e+15 4.25220492e+13\n", - " -2.19473690e+13 -8.78522344e+14 -6.72903341e+14 -1.45062657e+14\n", - " 7.13939778e+14 -7.21557115e+14 8.23849186e+14 9.25285927e+14\n", - " -1.59616819e+14 5.13961107e+14 -8.43742776e+13 -2.85905432e+14\n", - " -1.35925750e+15 4.40641253e+14 -1.22775857e+15 1.08794357e+14\n", - " 1.30499440e+14 -7.42688889e+14 -1.05241816e+15 2.55494869e+14\n", - " -9.85172249e+14 -3.68551689e+13 -9.44230082e+13 1.56873065e+15\n", - " -3.24017305e+14 1.69380869e+14 3.78109943e+14]\n", "Found 3068 total galaxies in catalog for cluster 2678\n", - "[-2.48291919e+15 3.58325592e+15 1.98706130e+14 ... 4.70434671e+14\n", - " 9.61785497e+13 3.42119433e+14]\n", "Found 722 total galaxies in catalog for cluster 4643\n", - "[-6.10171816e+14 -1.08471463e+15 -2.21196630e+15 2.00353886e+15\n", - " -6.10463193e+15 8.96564122e+14 8.82717452e+14 -4.00409096e+14\n", - " -4.54966709e+15 6.87843518e+14 -3.88795067e+15 -1.92027011e+15\n", - " 1.49151429e+15 4.40400089e+15 2.41060522e+13 3.52704706e+15\n", - " -7.23279933e+14 -2.26818932e+15 1.82940062e+14 2.88046176e+15\n", - " 1.79265489e+15 -1.99801446e+15 -5.35236018e+14 -4.82349822e+15\n", - " -1.19599143e+15 -1.33250602e+15 -3.25056303e+15 3.07437935e+15\n", - " -1.81715063e+15 4.68151992e+15 -1.33677818e+15 -1.25807045e+15\n", - " -1.23057604e+15 5.58586572e+15 -1.43414895e+15 3.16999863e+15\n", - " -2.12840059e+14 -7.89501606e+14 -1.65979310e+15 -5.30716123e+14\n", - " 7.92322156e+14 -9.62513250e+14 1.51281106e+15 9.36904275e+14\n", - " -4.49879190e+15 3.41453603e+14 1.51880042e+15 1.67663310e+15\n", - " 2.57652204e+15 -2.92769625e+15 1.79833944e+15 -1.73138475e+15\n", - " 3.43100651e+14 1.52361154e+15 -1.92158566e+15 8.29461390e+14\n", - " -1.57158307e+15 -2.68199833e+15 -1.14063062e+13 2.82190151e+15\n", - " -3.75295604e+15 1.35087680e+15 6.70298466e+14 1.83640603e+15\n", - " 5.34641976e+14 -1.65946638e+15 1.74073099e+15 8.36185756e+14\n", - " -4.94088507e+14 -2.33821985e+13 -2.57056140e+15 6.02531444e+14\n", - " 5.25729104e+15 7.77598973e+14 -1.80934426e+15 -2.55683802e+15\n", - " -9.60039994e+14 -8.50041618e+14 9.43869425e+13 3.03281283e+15\n", - " 3.66218118e+15 -4.22080188e+15 -2.72988538e+14 1.53257881e+12\n", - " -6.09067213e+14 -3.19336741e+15 -2.41396150e+15 4.68515442e+14\n", - " 1.38067990e+15 -4.87259767e+15 -1.38243616e+15 -6.29314397e+14\n", - " 1.01082350e+15 1.25548263e+15 -2.42722638e+15 5.96116228e+14\n", - " -2.78051975e+15 4.51725483e+15 7.81208004e+14 -3.19516206e+14\n", - " -1.22785733e+15 2.40122914e+15 1.13536927e+15 -2.18815096e+15\n", - " -4.88382310e+14 -7.58336683e+13 -2.32149521e+15 8.90218899e+14\n", - " -6.06503664e+14 -5.15922356e+14 1.43274187e+15 1.15170039e+15\n", - " -1.51447401e+15 -1.93626571e+15 4.84160665e+14 2.62131970e+14\n", - " -1.86907316e+15 -5.99413809e+15 1.05448405e+15 1.72864933e+15\n", - " 2.53896533e+15 1.45773802e+14 -1.59281153e+13 -1.17244931e+15\n", - " 1.20455185e+15 9.33679093e+14 1.29939541e+15 -5.05628958e+15\n", - " -1.33978575e+15 -3.51518404e+15 2.21778160e+15 -3.28125404e+15\n", - " -1.53317872e+15 -2.32414920e+15 -3.17075771e+14 -1.95033025e+15\n", - " 1.04259446e+15 1.99467725e+15 2.67727940e+15 -6.23329482e+14\n", - " -2.13960360e+15 -8.07775344e+14 1.93542365e+15 -2.23948222e+15\n", - " -3.24970406e+15 -2.51974828e+15 -4.67961265e+15 -1.30306755e+15\n", - " 4.49609527e+15 -1.11607106e+15 1.66287996e+15 2.15205271e+15\n", - " 2.73521965e+15 2.06628703e+15 -1.91329093e+14 6.40587205e+14\n", - " -2.57213384e+15 -6.21462534e+14 -1.25480711e+15 -2.95696102e+15\n", - " 1.11513858e+15 -7.42542724e+14 1.16756191e+15 1.44080276e+15\n", - " 4.03308486e+14 9.24311691e+14 -3.68271973e+14 4.18441316e+14\n", - " 1.64394850e+14 1.24963154e+15 -1.24272243e+15 -5.01353757e+14\n", - " 1.63303245e+15 9.38378378e+14 -3.32025389e+14 -3.43720115e+14\n", - " -9.89568860e+13 3.47360087e+15 1.07009748e+15 2.20958447e+15\n", - " 2.04962531e+15 -8.29401494e+13 -1.95689454e+15 1.37007611e+14\n", - " 7.39601755e+14 2.33228742e+15 -4.04714408e+15 2.16882754e+14\n", - " 4.29963517e+15 1.42877282e+15 1.96737949e+14 6.06840901e+15\n", - " 3.05204733e+15 5.12059162e+15 2.39372070e+15 2.30033424e+15\n", - " -4.81098150e+15 -1.27724947e+15 1.36042088e+15 1.52593534e+15\n", - " -1.27256812e+15 1.75087816e+15 1.44697377e+15 -9.30403791e+14\n", - " 2.23843598e+15 2.40996670e+15 1.62968569e+15 3.66491617e+15\n", - " 2.13750801e+14 -5.59995149e+14 -1.91049114e+15 1.44818352e+15\n", - " 8.40498635e+14 -1.63104880e+15 -1.09714638e+15 -9.38301616e+14\n", - " -1.10475765e+15 -7.10873370e+14 4.97310150e+14 -8.01792175e+14\n", - " -5.40529512e+15 8.55805227e+14 -8.55092597e+14 -1.82298607e+14\n", - " 1.28935640e+15 4.35216561e+14 1.70917530e+15 -1.22232233e+15\n", - " 3.39615621e+14 -9.96514136e+13 4.35742564e+13 -1.04156211e+15\n", - " 1.71571219e+15 7.43916595e+14 1.28803122e+15 -7.26037886e+14\n", - " 2.20804984e+15 -1.26523899e+15 1.06156916e+15 -1.23419199e+15\n", - " 8.83043245e+14 -9.81001288e+13 -2.39662121e+15 -1.37623535e+15\n", - " -2.67959935e+15 -1.98440974e+15 2.66850971e+14 -9.14946745e+14\n", - " -5.44104189e+14 -1.64151264e+15 -4.22614466e+15 1.27533431e+15\n", - " -1.26058291e+15 3.33460115e+15 -9.70999654e+14 1.01683379e+14\n", - " 4.38238760e+13 -3.19361020e+14 -9.05996476e+14 1.17808428e+15\n", - " -1.20452004e+15 -3.99329972e+14 1.61246119e+15 -1.63867372e+15\n", - " -5.72979319e+14 9.29042916e+14 1.71775006e+15 1.42408706e+15\n", - " -1.61103081e+15 2.18380727e+15 -1.03396192e+15 -2.62572208e+14\n", - " 9.85110838e+13 -3.86564704e+14 -1.31252518e+15 -7.62247230e+14\n", - " -2.45289604e+14 2.92885156e+13 2.78115558e+15 3.33863921e+15\n", - " -9.74223702e+14 1.02680972e+15 1.66286797e+14 -7.29148393e+13\n", - " -1.32211223e+15 3.51581177e+13 -4.97696372e+14 -6.99808117e+13\n", - " 6.62980927e+14 5.15869878e+14 -4.14868108e+14 -3.15953671e+13\n", - " -1.80669927e+15 9.97804087e+14 -1.50838623e+15 5.21316603e+13\n", - " -4.81142648e+14 8.94411617e+14 5.44014511e+13 1.72674302e+15\n", - " -6.95474256e+14 1.94680585e+15 -2.19005490e+15 2.14581732e+15\n", - " -3.16503548e+14 -2.20650315e+15 3.82262167e+14 -2.40358316e+14\n", - " -2.73591565e+14 -1.24637362e+15 -4.80994330e+15 -1.81874876e+15\n", - " 1.92003407e+15 -6.94007235e+14 6.19330555e+14 -1.74450350e+15\n", - " 2.56667559e+15 1.76225977e+15 7.38915917e+14 6.76417450e+15\n", - " -7.61654987e+13 5.68552820e+13 -1.05232801e+15 1.24570219e+15\n", - " -4.19403190e+14 -1.50965974e+15 8.25224393e+14 1.71066577e+15\n", - " 1.07911116e+15 -1.98158738e+15 -3.15614705e+14 -1.32649305e+15\n", - " -1.47868117e+15 6.69050843e+14 -1.09919004e+15 1.36832990e+15\n", - " -1.68168194e+15 -1.97764306e+15 2.30544065e+15 1.28035487e+15\n", - " -5.58106683e+14 5.05489210e+14 1.25118535e+15 -2.70144452e+15\n", - " -2.16699956e+15 1.07240469e+15 -8.77768710e+13 7.97135571e+14\n", - " -2.17435260e+15 -6.82175495e+13 2.19171768e+14 -1.73075008e+15\n", - " 6.17899860e+14 1.16398056e+15 3.13033384e+14 7.27978292e+14\n", - " -8.00887204e+14 -2.58576606e+14 -2.48990328e+14 -9.16175722e+14\n", - " -1.41391028e+14 -1.85863783e+15 -1.37234943e+15 1.95971283e+15\n", - " -3.12918133e+14 -2.69082318e+15 1.37917374e+15 -1.72231923e+14\n", - " 5.03265979e+15 6.12902791e+14 -8.11879206e+14 1.94063319e+15\n", - " 1.72005676e+15 6.14154190e+14 -2.49839439e+15 -1.05544535e+15\n", - " -9.42714566e+14 5.57231070e+14 2.26330608e+15 -7.72836473e+14\n", - " 1.51545354e+15 2.96387376e+15 -3.89184182e+14 -1.31708035e+15\n", - " 1.46746251e+14 -1.37742216e+15 -4.26953222e+14 -6.39999851e+14\n", - " 9.05467547e+14 -2.58968225e+14 3.87870517e+15 1.85809886e+15\n", - " 1.37958297e+15 2.84994382e+15 1.03458317e+14 7.45855080e+14\n", - " 1.04967819e+15 2.91838682e+14 -6.93211021e+14 -8.90319069e+14\n", - " 1.27625908e+15 1.33045159e+15 8.65209142e+14 3.61102363e+15\n", - " 1.54096472e+15 1.18819904e+15 5.00619568e+14 1.60933437e+15\n", - " -2.08563616e+15 1.66438454e+15 2.62860289e+15 -5.72268379e+14\n", - " -2.72770010e+14 -3.94916758e+14 -4.03196525e+14 2.49167076e+15\n", - " 1.65909275e+15 -1.17520805e+15 -3.99671775e+14 -2.09825461e+14\n", - " -9.28415852e+14 3.12163119e+14 4.25002558e+14 7.04000768e+14\n", - " -3.47936590e+14 -9.38290548e+14 -2.01453703e+14 3.59214184e+14\n", - " -8.22556654e+14 5.59928017e+14 2.10286462e+15 9.09638837e+13\n", - " -7.76107214e+14 -3.72005817e+13 -1.33992815e+15 1.21063419e+15\n", - " 1.90943916e+15 2.52443434e+15 -1.19303154e+14 -7.50433235e+14\n", - " -7.69984586e+14 1.72814764e+15 -1.67281009e+15 1.21396812e+15\n", - " 2.82238578e+15 1.34450944e+15 4.87818602e+14 -4.00007377e+15\n", - " 3.69575440e+14 -8.37766177e+14 -8.76601048e+14 3.58275717e+14\n", - " 1.37921712e+15 1.93358361e+14 8.59069761e+14 8.01518537e+14\n", - " 2.75702985e+14 8.79326284e+14 -6.00249846e+14 -7.33962473e+14\n", - " 2.08849120e+14 3.51831406e+14 -5.02582479e+14 -1.44601339e+15\n", - " 1.06268060e+15 9.73420530e+14 -6.70398338e+14 -1.16492834e+15\n", - " -9.30065683e+14 1.28462902e+15 -2.26048007e+15 3.15062455e+14\n", - " -5.55316780e+14 3.72890320e+14 -5.55320115e+14 -3.73432286e+14\n", - " -1.66677180e+15 -9.89935520e+14 6.03225500e+14 -1.64231361e+15\n", - " -1.82506378e+15 -1.69247357e+15 7.10129033e+13 -2.30473695e+14\n", - " -1.06826208e+15 2.90212089e+14 -1.46280552e+15 -3.40864582e+13\n", - " 9.42184147e+14 1.36728391e+15 -1.71794556e+15 -2.84921864e+14\n", - " 4.87993725e+14 4.04428354e+14 1.38685807e+14 2.46317312e+14\n", - " 1.44788119e+15 -1.03371247e+15 4.23751357e+14 -2.23146602e+14\n", - " -1.80909561e+15 -2.66319736e+14 1.86164831e+15 1.15851737e+14\n", - " 1.43828212e+15 1.03201557e+15 -8.51335424e+13 4.37619352e+14\n", - " -1.69531418e+15 8.73962931e+13 -1.57076816e+15 -3.00962084e+14\n", - " 6.79398606e+14 1.22308222e+15 -5.88985873e+14 1.63054809e+15\n", - " 8.07522868e+14 -2.99355756e+13 -5.93451359e+13 -3.13695688e+15\n", - " -3.00666129e+14 -5.65966433e+14 1.93984570e+14 -2.78477900e+15\n", - " 1.65734926e+14 1.62538367e+14 8.41490768e+14 2.58337098e+15\n", - " 1.85470153e+15 -3.94960748e+14 -7.38198076e+13 1.00962049e+15\n", - " -3.69322574e+14 9.43153962e+14 1.25857530e+14 -7.18333234e+14\n", - " -7.83902223e+13 -1.96738804e+15 -1.66043815e+15 -1.41822576e+15\n", - " 1.39163960e+15 -1.47420436e+15 -1.00149238e+15 -1.12171602e+15\n", - " 1.43397402e+15 -2.46251551e+15 -7.58172774e+14 -1.70479403e+15\n", - " -9.73547128e+14 -9.67759936e+13 6.04785097e+14 5.26430411e+14\n", - " -9.59457734e+14 9.97965317e+13 -4.39424418e+14 5.81766943e+14\n", - " 1.23169946e+14 1.76628818e+15 1.13287651e+15 3.25804794e+14\n", - " -2.32938704e+15 1.01506361e+15 -1.21294797e+15 -4.16970089e+14\n", - " 3.08722200e+14 6.33877842e+13 -1.40404661e+15 -1.41798410e+15\n", - " 1.80342839e+15 2.94688411e+14 -8.44557615e+14 2.80207297e+14\n", - " -7.72326106e+14 6.05637627e+14 -5.97337970e+14 -1.06116541e+15\n", - " 1.18564096e+14 -1.83503111e+15 2.03686477e+15 -2.25859798e+15\n", - " -1.49096174e+15 5.11438145e+14 3.33919432e+15 -2.72990044e+14\n", - " 1.06559124e+14 -3.54047470e+14 -2.25738869e+15 4.09777485e+14\n", - " 2.26778225e+15 7.44000240e+14 2.19794673e+15 1.33955029e+15\n", - " -1.90484374e+15 1.39134958e+15 -1.36589026e+15 -1.18953912e+15\n", - " -1.88920258e+15 9.96856561e+14 -4.32179539e+14 -1.40346029e+15\n", - " 7.56600501e+14 2.39397554e+15 2.24143513e+14 1.93444037e+15\n", - " -3.55760543e+14 -6.89350185e+14 1.96863763e+15 -4.47767581e+15\n", - " 2.28614187e+14 1.28647030e+14 1.33705497e+14 6.76044519e+14\n", - " -1.82702021e+14 8.16658888e+14 1.18525752e+15 -1.36453536e+15\n", - " -6.68968415e+14 -1.20788858e+15 7.72577185e+14 9.54465629e+14\n", - " -9.02033284e+14 -8.72092743e+13 -8.36068282e+14 -4.36167493e+12\n", - " -1.36564958e+15 -1.79180924e+15 -1.71032979e+14 6.72630326e+12\n", - " 4.85116291e+14 -1.00098343e+15 -6.30808252e+13 -1.31794089e+15\n", - " 1.49336232e+15 5.72800810e+14 8.46817337e+14 -6.69984561e+14\n", - " 1.08209706e+15 -4.46591529e+14 1.41847242e+14 3.12324652e+14\n", - " -1.31585196e+15 1.52962789e+14 -5.64004498e+14 -1.45109991e+15\n", - " -8.61813099e+14 -8.27299478e+14 1.02039831e+15 3.00140350e+14\n", - " -7.74362480e+14 9.40462698e+14 -1.78103336e+15 6.17533292e+14\n", - " 4.91194477e+14 2.98732274e+14 1.84479624e+14 7.01264123e+14\n", - " 1.26539724e+15 9.37891868e+14 -4.34006644e+14 -1.48679120e+15\n", - " -4.39692316e+14 5.74177055e+14 5.43614540e+14 6.45304104e+14\n", - " -9.33395688e+14 1.47084968e+14 1.08237551e+15 4.82538496e+14\n", - " 1.01906656e+15 -1.68919274e+15 5.30058248e+14 -5.28034876e+13\n", - " 4.27585338e+15 -8.13039732e+14 -2.03172032e+13 -1.29927138e+13\n", - " 3.64000689e+14 -4.19760646e+14 1.00263868e+15 8.24888793e+14\n", - " -3.04695557e+14 6.50702053e+14 -1.65031491e+15 2.97327022e+14\n", - " -5.75991579e+14 4.04025879e+14 7.79213634e+14 6.11299109e+14\n", - " 7.22579134e+14 2.21614114e+15 4.04469065e+13 6.56458127e+14\n", - " -2.30879040e+15 6.32056868e+14 2.38060280e+14 -9.20937936e+14\n", - " 7.31873793e+14 2.93191363e+14 6.49263523e+14 8.52751632e+14\n", - " -5.68761344e+14 5.80190518e+14 2.42825277e+14 -1.86174136e+15\n", - " 3.84752036e+13 2.58855333e+14 -9.56027500e+14 3.56907899e+13\n", - " -4.37072648e+14 -1.60137043e+15 -3.27940497e+14 4.25741025e+13\n", - " 5.95415482e+14 1.67674460e+15 -1.32474466e+15 1.05423277e+15\n", - " -8.75740120e+14 9.73746189e+14 8.19309470e+14 -1.42952341e+15\n", - " 1.99841970e+13 -1.03667909e+14]\n", "Found 244 total galaxies in catalog for cluster 5084\n", - "[-4.54034882e+15 -1.20974714e+15 2.74449519e+14 4.83128128e+15\n", - " -2.10497943e+15 -5.96236435e+14 5.93828650e+14 -6.34118364e+14\n", - " -2.07572675e+14 2.50177998e+15 1.96726361e+15 -5.69940521e+15\n", - " -2.18491693e+15 -4.16719182e+14 2.14305897e+15 -2.54694871e+15\n", - " 7.38553554e+12 -1.28543908e+14 5.94969311e+15 -5.99268918e+15\n", - " -4.74406047e+14 1.45605106e+15 1.42886542e+15 -1.78940143e+15\n", - " -2.69067411e+15 -2.11233151e+15 -1.58527535e+15 3.39436584e+15\n", - " -4.33211449e+15 2.55686359e+15 -2.78808638e+15 -1.61877323e+15\n", - " 2.81518079e+15 -4.70001360e+15 -3.26539127e+15 -4.06215303e+15\n", - " -3.67488586e+15 -5.55650062e+14 -4.31765591e+15 9.20273553e+13\n", - " 6.54821682e+15 1.01067807e+15 8.93122816e+14 -3.58965634e+15\n", - " 2.36494748e+15 3.53051480e+15 -5.91976316e+15 -8.05646059e+14\n", - " -1.50201745e+15 1.17699364e+14 7.29473751e+14 4.50244333e+14\n", - " 7.62978453e+14 -3.54077021e+15 -2.31926582e+15 -3.02594435e+15\n", - " 3.03088672e+15 -2.89012508e+15 -2.36205048e+15 7.31681772e+14\n", - " 3.99427603e+14 1.69487244e+15 7.21321651e+14 8.05439316e+14\n", - " -1.55210575e+15 1.85799370e+15 -3.03215730e+15 -1.52289012e+15\n", - " -1.17369766e+15 -1.22363897e+15 3.73993511e+15 2.13042989e+15\n", - " -1.09452375e+15 2.15478829e+14 -2.63654050e+15 -4.52639481e+15\n", - " 1.85930252e+15 1.91007904e+15 3.07905605e+15 2.84104238e+15\n", - " -3.79044592e+15 -4.99967039e+14 -9.87510270e+14 7.42451572e+15\n", - " -2.82017705e+15 -2.27374647e+15 -1.55860027e+15 -4.20902160e+15\n", - " 7.46805452e+15 -2.31542366e+14 1.23014288e+15 -1.69496203e+15\n", - " -6.89830365e+14 -1.83579799e+15 6.03441446e+14 8.77455039e+14\n", - " 1.21139428e+14 4.57041895e+14 -1.33411770e+14 1.69221846e+15\n", - " 3.32424658e+15 2.24750473e+15 -4.81064155e+14 3.58151543e+14\n", - " -1.66907513e+15 -1.31253584e+15 2.68274024e+15 2.55610256e+15\n", - " -4.36310232e+15 -4.77042566e+15 -5.02996691e+15 4.48808985e+14\n", - " -3.32511665e+14 -1.24970621e+15 -9.60514916e+14 1.38421511e+15\n", - " -1.11426154e+15 -1.68092858e+15 -4.06415438e+15 2.25763300e+14\n", - " 1.46758324e+15 1.18770998e+15 4.78510911e+14 7.00408000e+14\n", - " 2.16488283e+15 -2.09316457e+14 -1.64304365e+15 3.04360606e+13\n", - " 3.13707028e+14 -4.68639470e+14 2.53064946e+15 1.17622950e+15\n", - " -3.51481324e+14 -2.34476335e+14 1.71724986e+14 2.86384805e+14\n", - " 6.25887781e+14 8.63265171e+13 -5.37861583e+14 -1.12205497e+15\n", - " 3.67759506e+14 1.78528528e+15 1.04216243e+15 -7.81718433e+14\n", - " -4.51075610e+14 1.78476428e+14 -9.52637925e+14 6.09688594e+14\n", - " -1.84465126e+14 2.95301562e+15 1.46669710e+15 1.52982570e+15\n", - " -9.11984710e+14 -1.56226636e+15 6.44253069e+14 1.61529426e+15\n", - " 2.08140762e+15 6.58333111e+14 2.75402656e+15 -2.57226013e+15\n", - " 8.79787082e+14 1.13622885e+15 7.04701529e+14 -6.98421764e+14\n", - " 6.68832885e+14 -4.79582868e+14 1.51816184e+14 -9.36120375e+14\n", - " -1.33570433e+14 1.66402979e+14 -1.06870212e+15 -2.36454597e+15\n", - " 5.83415727e+15 6.79714814e+14 -1.48383447e+15 -2.57677867e+14\n", - " 9.12700978e+14 -1.08496777e+15 -1.02331202e+15 -1.34287229e+15\n", - " 7.27546751e+14 -1.28571202e+15 8.94933635e+14 1.91113903e+15\n", - " -2.35026686e+15 4.19103260e+14 -6.12991611e+14 -1.35465318e+15\n", - " 7.19498121e+14 4.07929602e+14 -9.60869686e+14 4.38416613e+14\n", - " 8.17085884e+14 -5.26744140e+14 8.26610385e+14 9.94255118e+14\n", - " -1.13093817e+15 1.85847882e+15 1.74595912e+15 9.28162102e+14\n", - " 1.89937284e+15 2.78164208e+14 -9.99438360e+14 8.84581052e+14\n", - " -2.02589834e+15 -3.08269712e+14 -8.40551055e+14 5.24487086e+15\n", - " -2.47523148e+15 1.09283198e+14 -3.48604615e+14 1.42430044e+15\n", - " 2.46541354e+13 4.96518808e+14 -1.13609606e+15 2.04558124e+15\n", - " 3.67541340e+15 1.56239803e+15 -7.88180052e+14 -6.78137782e+14\n", - " -1.19469142e+14 -3.94182386e+14 1.98456307e+15 -5.24369240e+14\n", - " -1.09728957e+14 1.86943251e+15 -6.58611917e+14 1.69979856e+15\n", - " -5.96301722e+13 -1.22088587e+15 3.16095965e+14 -2.07147054e+15\n", - " -5.73344817e+14 -1.01620468e+15 1.50257804e+15 -6.85237707e+14\n", - " 6.85760195e+14 -4.96746644e+14 1.39258883e+15 -3.68363340e+14\n", - " 1.64407272e+14 9.91819750e+14 -1.45172355e+15 1.04068623e+15]\n", "Found 1803 total galaxies in catalog for cluster 4434\n", - "[-1.57890522e+15 -3.17177467e+15 -1.41479950e+15 ... 4.14418180e+14\n", - " 1.45062278e+15 -7.13722766e+14]\n", "Found 1408 total galaxies in catalog for cluster 3939\n", - "[ 5.34008102e+14 -1.61782718e+15 -5.30107907e+14 ... -7.44420051e+14\n", - " 1.38793598e+13 -6.52196899e+13]\n", "Found 4123 total galaxies in catalog for cluster 6139\n", - "[-1.12985380e+15 2.23087137e+15 -1.89662924e+14 ... 7.26301945e+14\n", - " 5.69075393e+14 4.37631211e+14]\n", "Found 1196 total galaxies in catalog for cluster 4709\n", - "[ 2.88226834e+15 3.90421346e+15 -3.37213732e+15 ... -3.17756142e+14\n", - " -1.45303612e+14 -6.75438890e+14]\n", "Found 3401 total galaxies in catalog for cluster 7121\n", - "[-9.57281308e+14 -1.14890803e+15 -5.26311601e+14 ... -5.09348451e+14\n", - " -1.92720361e+14 -4.21603958e+14]\n", "Found 2874 total galaxies in catalog for cluster 8547\n", - "[ 3.67050207e+14 -2.17500419e+15 -5.52108051e+14 ... -6.26864844e+14\n", - " -1.58083935e+14 -3.08599408e+14]\n", "Found 448 total galaxies in catalog for cluster 8685\n", - "[-1.00729843e+15 4.97332346e+15 -4.48123100e+15 -5.72075790e+14\n", - " -1.87400672e+15 -2.43585869e+15 7.19596906e+14 6.31408541e+14\n", - " 1.30950348e+15 -4.11486278e+15 1.23991564e+14 7.05954286e+13\n", - " -4.73929684e+14 9.51941528e+14 -2.76261187e+15 1.08703907e+15\n", - " 9.99677885e+14 2.84365317e+14 -1.15272885e+13 2.40356748e+15\n", - " 1.31185929e+14 7.01546462e+15 2.34319633e+14 1.21093105e+15\n", - " -4.31491722e+14 6.96579444e+14 9.17273539e+14 -1.93368020e+15\n", - " -1.26718379e+15 4.32683775e+15 -3.52269278e+15 7.61907348e+14\n", - " -2.94941136e+15 6.71632869e+15 -4.55375497e+15 -8.05293578e+14\n", - " -6.30850540e+15 2.55515816e+15 -1.32356996e+14 9.41989024e+14\n", - " 2.20268633e+15 -3.60927892e+15 -5.40561878e+15 -1.85235720e+15\n", - " -3.20095260e+15 3.20776191e+15 2.39134797e+15 -1.12916917e+15\n", - " -1.84899572e+15 -3.49713185e+13 5.64009275e+15 2.17443422e+15\n", - " -3.47089974e+15 7.48718153e+15 3.40355703e+14 5.27408718e+15\n", - " -1.87945574e+15 1.72050946e+15 -5.54786214e+15 -7.82189384e+15\n", - " 2.66741179e+15 -6.29871502e+14 -5.33170491e+13 -1.23553054e+15\n", - " -4.05163773e+15 -5.98794922e+15 -2.59031652e+14 -1.26846479e+14\n", - " 1.27641924e+15 -3.38105448e+13 -2.34760556e+15 -7.88140016e+14\n", - " 1.26619904e+15 -2.00826989e+15 -3.23104126e+15 -1.82677292e+14\n", - " 2.81518766e+14 8.39381810e+15 6.08853449e+15 1.88151274e+15\n", - " 5.04931096e+15 2.18032882e+14 2.93129031e+15 2.11575925e+15\n", - " -2.52672889e+15 6.61510322e+15 -8.37528402e+14 -3.90366281e+14\n", - " -3.53580415e+14 -3.63401519e+15 -8.89612918e+14 -2.06013187e+15\n", - " 2.83869253e+15 2.40035022e+15 4.32681080e+14 5.17945906e+14\n", - " -1.96085795e+15 4.32007370e+15 3.19725098e+15 -3.66517996e+15\n", - " -2.33348027e+15 3.82551701e+14 -1.70250413e+15 6.11351625e+14\n", - " 2.08982938e+15 -4.43383211e+13 -3.29448996e+15 -9.45999082e+14\n", - " 3.02431266e+15 9.16700732e+14 -1.01002755e+15 6.01258201e+15\n", - " -4.57231368e+14 -5.41697971e+14 -2.57775308e+15 -3.52656855e+14\n", - " 1.67847951e+15 7.06157147e+15 5.30570335e+15 3.95381778e+14\n", - " 2.04924589e+14 -4.62403119e+15 9.82266775e+13 -2.24398496e+14\n", - " 2.72309440e+15 1.32223203e+15 1.54847144e+15 6.77184162e+14\n", - " 1.90934826e+14 -1.07654326e+15 2.01516130e+15 7.36543655e+14\n", - " 9.26655867e+14 1.87719425e+15 2.10611615e+15 3.01485982e+14\n", - " -2.73891540e+15 -4.81959949e+14 6.95857354e+14 -6.01252534e+14\n", - " -2.90730786e+15 2.38107656e+14 -1.17697639e+16 -1.58575665e+15\n", - " -2.27375102e+15 -1.45079038e+15 -3.68831762e+14 -3.31143169e+14\n", - " 3.87210595e+14 -1.55997372e+14 -1.78737585e+15 -3.36403711e+15\n", - " -2.06812407e+14 -3.55321286e+14 2.87032680e+13 -9.94225492e+14\n", - " 2.78500937e+14 -9.87630471e+14 1.85186874e+15 -1.96889546e+14\n", - " -3.35157357e+15 1.74269613e+15 2.69270200e+15 -2.06808887e+15\n", - " 1.80160087e+15 -1.84073779e+14 -1.69065676e+15 -3.06663913e+15\n", - " 1.76113802e+15 -2.71147887e+14 -9.22223634e+14 -1.98118869e+15\n", - " -5.28913784e+14 1.22658149e+15 -3.89633932e+15 1.84071178e+15\n", - " -1.04781552e+15 -1.32243522e+15 1.90598049e+14 1.53223979e+15\n", - " -2.52964703e+15 3.33145937e+15 2.00805075e+15 3.79500322e+15\n", - " 1.24902644e+15 -2.64362841e+15 -1.34401250e+15 -2.00343090e+15\n", - " -1.42027273e+15 1.37836322e+15 -3.34942437e+14 2.67201219e+15\n", - " 1.69754765e+15 -8.51561108e+14 2.65099799e+14 2.57012444e+15\n", - " 1.18221349e+15 -9.18099583e+13 -1.38984521e+15 1.32619386e+15\n", - " 1.32736309e+15 -2.92714366e+15 -1.53382773e+15 1.49867012e+15\n", - " -4.25610188e+15 1.24997251e+15 1.35125425e+15 -1.92313301e+15\n", - " -8.23160571e+14 1.28447197e+15 -2.78113711e+15 -8.74406291e+14\n", - " 9.44429880e+14 9.18214925e+14 -4.45570938e+14 4.43235583e+14\n", - " 1.35439184e+15 2.14306061e+15 -1.32758758e+15 2.85165635e+13\n", - " -1.15563379e+15 -5.22568805e+14 -4.45537186e+14 -3.46842986e+15\n", - " 4.61377088e+14 2.39770671e+15 -2.13598357e+13 -7.02057949e+14\n", - " -1.41174531e+14 -1.99932957e+15 1.21288209e+15 4.10578455e+15\n", - " -2.00614743e+14 -3.17126883e+15 3.24821158e+15 -3.81906731e+14\n", - " 7.28671040e+14 -4.04207672e+14 2.33301527e+15 -2.56190103e+15\n", - " -1.12935471e+15 -2.30221517e+15 2.36924266e+15 -8.77069793e+14\n", - " -4.01538066e+14 -4.38444757e+14 6.59577435e+13 1.79560830e+14\n", - " -2.20684457e+15 -2.90797275e+14 1.07430457e+15 8.50848569e+13\n", - " -3.37410866e+14 -2.14458330e+15 7.88994506e+14 4.49504279e+14\n", - " -2.28075526e+15 1.05594174e+15 4.95931237e+14 5.53436164e+13\n", - " -2.36575128e+15 3.05918928e+14 -4.36818970e+15 6.98676139e+14\n", - " 3.56922247e+15 1.34417262e+15 3.09422286e+14 2.21920803e+15\n", - " 6.63800060e+13 1.68155614e+15 1.67902434e+15 3.08721619e+15\n", - " -1.07821915e+15 -6.46929396e+14 -9.36208143e+14 1.06911925e+14\n", - " -4.03697405e+15 -6.87392146e+14 2.38625678e+15 1.36039637e+15\n", - " -3.59620519e+14 -5.01178766e+14 -5.25666262e+14 -1.20048509e+15\n", - " -1.97869643e+15 -5.63292535e+14 -1.67725759e+15 -6.23112781e+14\n", - " 4.21153221e+14 2.70864826e+14 8.07189603e+14 1.00719436e+15\n", - " 2.40264637e+14 8.80635496e+14 1.56133178e+15 1.78605667e+15\n", - " -2.42035047e+15 -1.44738785e+15 2.63249979e+15 1.13890131e+15\n", - " -3.18545427e+14 -4.64684960e+14 -2.09850226e+15 -1.30044744e+15\n", - " -8.63453314e+14 -1.56350711e+15 -5.90651833e+13 -1.45359407e+15\n", - " -7.58591943e+14 4.67705095e+14 -3.61962983e+14 4.93701835e+15\n", - " -6.97556853e+13 2.30745175e+15 6.14902659e+14 -3.37723332e+13\n", - " 2.43984815e+15 3.04058120e+15 -2.05669604e+15 4.71001118e+14\n", - " -2.47230010e+15 -2.63988529e+15 3.77104698e+14 -1.28718326e+15\n", - " -1.16919935e+15 7.57883055e+14 3.36178729e+14 -1.81998805e+15\n", - " 1.48047245e+15 -1.49843665e+15 1.92386514e+15 1.00129698e+15\n", - " -3.80004795e+15 6.03155313e+14 -9.00011693e+14 2.42776925e+15\n", - " -2.23090141e+15 -8.40516908e+14 2.21494126e+15 -1.35293176e+15\n", - " -5.52330619e+14 -2.64533186e+14 1.46873914e+15 -1.02972558e+15\n", - " 1.76481919e+15 1.62258325e+15 2.41330973e+14 1.54936952e+14\n", - " 8.95205249e+14 1.07860640e+15 -4.08641264e+14 -1.13428123e+15\n", - " 1.20347615e+15 4.26406874e+14 2.09877588e+15 -2.99741205e+15\n", - " 2.76383836e+14 1.19677611e+15 -5.18037061e+13 3.40120081e+15\n", - " 8.55080261e+14 2.33657601e+14 1.12854953e+14 1.32417067e+14\n", - " -3.40375549e+15 -7.98438603e+14 1.07263563e+15 -4.20137075e+14\n", - " -2.35815972e+15 9.61755457e+14 4.69381219e+14 4.04964284e+14\n", - " -3.35408529e+15 2.31323417e+15 1.05781822e+15 -9.51033852e+14\n", - " -1.41612379e+15 2.58755800e+15 -8.09052766e+14 5.81973241e+14\n", - " -4.62413778e+14 -1.40800500e+15 1.84616532e+15 5.10545601e+14\n", - " -5.56657863e+15 -3.37666580e+14 4.76455735e+14 -4.12905625e+14\n", - " 6.61101919e+14 -1.97471221e+14 2.20071997e+15 -1.59451515e+14\n", - " -2.04747657e+15 -1.47183491e+15 -1.97771869e+15 -1.81985132e+15\n", - " 1.33270843e+15 7.97078683e+14 2.41907553e+15 -1.22249781e+15\n", - " -3.10713941e+14 1.54095509e+15 9.38122274e+14 1.75776143e+14\n", - " -3.85956855e+15 1.07979122e+14 -3.15483208e+14 -9.06474537e+14\n", - " 9.39765815e+14 6.07559627e+14 2.43052102e+15 3.98782837e+14\n", - " 1.63118982e+15 2.97446095e+14 4.52549682e+14 -5.20985574e+14\n", - " -4.51072932e+13 -1.13628268e+15 1.10320424e+15 8.48584930e+14\n", - " 1.04630262e+15 -1.27043653e+15 6.90257359e+14 -1.29064732e+15\n", - " 5.60467489e+14 3.42497753e+14 -7.37891104e+14 -5.95754115e+14\n", - " -1.51608856e+15 7.72271704e+14 2.49635819e+15 9.63270514e+14\n", - " -6.79286946e+14 -6.42313809e+13 -1.75799819e+15 2.29259299e+14\n", - " 1.36521966e+15 1.19245434e+15 -5.14929907e+14 2.81894904e+14\n", - " -3.24822514e+14 2.33133164e+14 -7.15342865e+14 -1.81661591e+14\n", - " -1.17198672e+15 8.02781789e+14 3.59301528e+14 1.21366252e+15]\n", "Found 354 total galaxies in catalog for cluster 8995\n", - "[-5.61856096e+14 2.22290898e+15 -2.29108211e+15 -4.82773058e+15\n", - " 1.26603576e+14 -5.70686032e+15 -2.55147544e+15 -2.45225648e+15\n", - " 2.83926157e+15 2.47501574e+15 9.77457792e+14 -1.24399118e+15\n", - " -1.55220042e+15 1.31498207e+14 -2.40538550e+14 -5.44444179e+14\n", - " -8.67306726e+14 -1.00097043e+15 6.07072064e+14 1.67836825e+15\n", - " -3.44488549e+14 3.69980455e+15 -5.04699505e+14 -1.57460917e+14\n", - " -2.34819029e+14 -3.90415704e+15 -3.38567344e+13 -1.24252839e+15\n", - " 1.82095039e+15 -2.73715484e+15 1.67660686e+15 -2.50009134e+15\n", - " 1.22474903e+15 4.18956854e+15 2.79724303e+14 5.92004011e+13\n", - " 1.54857593e+15 1.33775671e+15 -1.53457474e+15 -2.51983778e+15\n", - " 1.70083469e+15 3.78252508e+15 2.30019495e+15 -4.23899407e+15\n", - " -2.26608937e+15 -7.14172050e+14 -9.89442254e+13 4.50089762e+15\n", - " 1.70455956e+15 2.43929968e+15 7.20616506e+14 1.04874147e+15\n", - " 2.93750572e+15 -1.10430838e+15 -4.23687409e+13 -1.67929571e+15\n", - " -5.21190846e+13 2.02664471e+15 1.34426221e+14 3.16677285e+14\n", - " 1.85468882e+15 -3.50113622e+15 1.07576882e+14 1.16355872e+15\n", - " 1.03122175e+15 9.34895023e+14 -6.78800580e+14 1.81375844e+15\n", - " 1.56962389e+15 -6.59182338e+14 2.59500556e+15 1.70184806e+15\n", - " 6.27678166e+14 3.25562676e+15 -3.60056166e+15 -1.43397309e+14\n", - " -1.99527653e+15 -1.02413489e+15 1.12870043e+15 -3.80176267e+15\n", - " -9.99460833e+13 -1.91392398e+15 -7.94776350e+14 3.85268696e+15\n", - " -2.54179172e+14 -1.00833403e+15 4.14925783e+14 -1.38792597e+15\n", - " -1.63392890e+14 1.57645776e+15 -2.71628848e+15 -1.00399921e+15\n", - " -1.44662518e+15 5.59967465e+15 -2.48504124e+15 -2.44506305e+15\n", - " -2.05094746e+15 4.62122851e+14 5.94592170e+14 1.44311811e+15\n", - " -2.15440218e+14 -1.27492864e+15 -4.05262275e+14 -2.67924501e+15\n", - " -3.51806158e+15 1.87730087e+15 6.95100572e+13 1.78080288e+15\n", - " 5.64019105e+15 1.96536539e+15 3.43208246e+15 1.04434893e+15\n", - " -3.39034254e+15 -4.45765299e+14 2.33385736e+15 6.71226090e+14\n", - " 6.14991831e+14 4.64069724e+13 -5.05224938e+14 -3.34605445e+15\n", - " 2.98127484e+15 9.85281510e+13 9.39461665e+14 -2.23429518e+15\n", - " -4.09076181e+14 -2.17018193e+15 -2.65520853e+15 -3.23454982e+14\n", - " -1.44870144e+15 2.79620370e+15 5.93593715e+14 -3.08752574e+14\n", - " 1.56038776e+15 -9.08625016e+14 -2.86748829e+14 -5.45100768e+13\n", - " -6.14379921e+14 -9.43338050e+14 2.64994988e+13 5.38825204e+14\n", - " 4.70779995e+14 -1.64899375e+15 1.90802646e+15 1.78378081e+15\n", - " -9.31916273e+14 -1.90187463e+15 -1.07213011e+15 2.11781080e+15\n", - " 1.45613020e+15 -5.19674659e+14 1.60839284e+15 -9.17003838e+14\n", - " 3.99144530e+12 -2.00681127e+15 8.72460948e+14 1.28573660e+15\n", - " 3.54958563e+15 4.89864603e+14 -2.07556220e+15 1.61529580e+15\n", - " 1.96804307e+15 -2.37781227e+15 1.30102164e+15 1.22709003e+15\n", - " -1.29681627e+15 2.05045575e+14 9.92068708e+14 1.29929568e+15\n", - " 2.00717618e+15 -9.73402015e+14 -3.84816580e+14 -9.07688198e+14\n", - " 8.27666153e+13 4.35525513e+14 9.27211554e+14 -1.87168289e+15\n", - " 9.72735835e+14 -4.35178979e+15 8.16501080e+13 1.75272397e+15\n", - " 3.32853754e+14 -8.56741132e+14 -6.99704780e+14 -7.88746082e+14\n", - " 7.08659346e+14 1.99149541e+15 -1.53339442e+14 9.43166815e+13\n", - " 1.92616237e+15 -2.55603191e+13 2.24939313e+14 -4.39787533e+14\n", - " -1.59945281e+15 5.90484363e+14 1.68558369e+15 -2.68195413e+15\n", - " 1.58014766e+15 -6.61424979e+14 3.53018837e+15 1.03565676e+14\n", - " 3.77784304e+15 -4.12014952e+13 -1.32084477e+15 -1.46699207e+15\n", - " -1.64711079e+15 -3.93674134e+14 8.73520858e+14 -9.89463307e+14\n", - " -1.46967078e+15 1.62953775e+15 -3.48888095e+15 -4.02042309e+15\n", - " -5.03982744e+14 -1.41134156e+15 -9.10038671e+14 -6.57292813e+14\n", - " 2.06573527e+14 1.12896259e+15 3.57723139e+15 -1.15347889e+15\n", - " 4.84287679e+14 1.85890333e+15 1.26674464e+14 1.14631548e+15\n", - " 1.93597188e+14 -8.52314129e+14 1.28229305e+14 -1.84470915e+15\n", - " 1.94632861e+15 -2.40678253e+15 -2.17572420e+15 3.65676103e+15\n", - " 1.18336407e+15 -4.20676961e+14 9.29719446e+14 1.08712283e+15\n", - " -1.20359944e+15 9.39763456e+14 9.68131343e+14 9.51637400e+14\n", - " 3.25431070e+13 1.25668779e+15 7.80115298e+14 -2.93851469e+15\n", - " -3.90045530e+14 8.14745715e+14 3.96303574e+14 1.35735966e+15\n", - " -5.86913125e+14 2.11457193e+15 9.59954228e+14 -2.23099296e+14\n", - " -1.32480114e+15 8.02356376e+14 3.52241426e+15 7.66490983e+13\n", - " -6.61590769e+14 -3.34713788e+14 2.54200277e+14 2.27774077e+15\n", - " -3.19574139e+15 -1.84206279e+15 2.49397977e+15 -4.78451454e+14\n", - " 1.40197955e+15 4.01505402e+14 4.99203764e+14 -1.38686202e+15\n", - " 3.42850134e+15 2.50855900e+14 2.16218827e+14 -6.62646637e+13\n", - " 6.55065112e+14 -7.97326548e+14 -2.67805196e+15 -1.35209794e+15\n", - " 2.90954647e+15 -2.36099202e+14 2.69781443e+14 -1.84688258e+14\n", - " 1.37412653e+14 -1.89807243e+15 -9.07602788e+14 -2.93079437e+14\n", - " 6.02311984e+14 8.84951354e+14 -1.30037602e+15 1.41663673e+14\n", - " -1.65311871e+15 3.52052470e+14 1.12656555e+15 -8.79461406e+14\n", - " 1.41483127e+15 1.85471281e+14 -4.05258264e+14 -1.44953295e+15\n", - " -1.98282233e+14 -1.20144139e+15 8.03570994e+13 1.29933078e+15\n", - " -2.12738449e+15 5.19260753e+14 1.43250933e+15 -5.24383578e+14\n", - " -4.61446894e+14 6.56232319e+14 -9.14466959e+14 -1.15444883e+15\n", - " -7.14918235e+14 1.54727995e+15 9.94139888e+13 -8.82489161e+14\n", - " 8.87179046e+14 5.04868654e+15 -1.37116794e+15 5.69553860e+14\n", - " -1.28296014e+14 -4.97871397e+14 8.66596470e+14 6.43096989e+14\n", - " 1.42674916e+15 -7.12821513e+14 -3.79002441e+14 4.71007309e+14\n", - " 1.81813391e+15 1.19010956e+15 1.33054622e+15 8.17356977e+14\n", - " 1.75600738e+15 1.90791475e+15 4.50535010e+14 1.67112242e+13\n", - " 1.53291138e+15 -1.27699342e+15 -5.41491453e+14 9.35079925e+14\n", - " -7.81328952e+14 6.47178600e+14 3.50391809e+14 -2.37093822e+15\n", - " -4.85656473e+14 -7.83642377e+14 -1.40425270e+14 -4.95421603e+14\n", - " -3.43050322e+14 -9.12261666e+14 8.94951857e+13 5.26022085e+14\n", - " 5.52764468e+14 1.85529063e+14 -7.02817571e+14 2.20893865e+15\n", - " 7.76665775e+14 -9.41021070e+14]\n", "Found 3085 total galaxies in catalog for cluster 7698\n", - "[-2.46739241e+15 1.44888168e+15 -1.02704537e+15 ... 1.08381682e+15\n", - " 6.89982225e+14 -4.27895076e+14]\n", "Found 5985 total galaxies in catalog for cluster 10999\n", - "[-3.05001878e+15 -2.24331085e+15 -6.57589382e+14 ... 1.04084770e+15\n", - " 4.48371987e+14 3.20214091e+14]\n", "Found 444 total galaxies in catalog for cluster 9029\n", - "[-2.30410452e+15 1.75727402e+15 -1.51311670e+15 1.06163162e+15\n", - " -3.26951013e+15 -9.32363580e+14 1.03398760e+15 -4.52410295e+15\n", - " 2.16057800e+15 1.15240461e+15 -6.13527899e+15 -8.44495648e+14\n", - " -6.57815553e+15 -1.85513385e+15 -3.13735467e+15 -8.66511431e+14\n", - " -3.22285661e+15 2.33063973e+15 -9.98537410e+14 8.56317687e+14\n", - " -1.65137478e+15 -1.25804106e+14 3.29451680e+15 -3.23021119e+15\n", - " 2.61629839e+15 6.29497163e+14 1.35036429e+15 5.41998788e+15\n", - " -3.27646332e+14 7.65790736e+14 4.03454651e+14 -6.41030138e+14\n", - " -1.58703316e+14 -2.39625580e+15 -7.81622795e+14 4.34780889e+15\n", - " 1.74080256e+15 -2.99459602e+15 1.32281276e+13 7.82465582e+14\n", - " 1.91871688e+15 6.49211521e+14 -1.77422682e+14 2.57775892e+13\n", - " 2.01110606e+15 -2.98714527e+15 -1.42519034e+15 2.50438768e+15\n", - " 1.53655271e+13 3.46997093e+14 -2.34252558e+15 -2.04895446e+14\n", - " -1.62677174e+15 -1.83045721e+15 -2.11117981e+15 -1.71239611e+14\n", - " -1.39541690e+15 2.44559012e+15 -2.10566484e+15 -2.28012945e+15\n", - " 1.89762962e+15 -2.53629030e+15 1.98873915e+13 -2.35712636e+15\n", - " -3.68339655e+15 3.78335078e+13 1.81485159e+15 -9.67222221e+14\n", - " -2.11898685e+15 -1.20158442e+15 -4.40505976e+15 6.30215937e+15\n", - " 9.08740030e+14 1.74806607e+15 -6.47942731e+14 2.19273957e+15\n", - " -4.66749319e+14 8.43433173e+13 -9.04474994e+14 -4.05147435e+15\n", - " -1.97783872e+15 8.93375243e+14 -1.31368979e+15 -2.37151084e+15\n", - " 4.87548179e+15 1.54779334e+15 3.95722050e+13 -3.44664783e+14\n", - " 1.10963199e+15 4.81581401e+14 -9.42294437e+14 -9.25371084e+13\n", - " -5.67088378e+15 1.36423894e+15 9.92368586e+14 2.05399772e+15\n", - " -8.97259966e+14 3.74625817e+15 4.04219716e+14 -1.10515733e+15\n", - " 1.59158664e+15 -2.81094945e+15 1.09317425e+14 1.09425278e+15\n", - " 1.16215507e+15 6.13443430e+14 1.55148388e+15 -1.68501609e+15\n", - " -9.94330026e+14 -1.06928034e+14 8.68283963e+14 -1.12156639e+15\n", - " 5.19797771e+12 1.99947553e+15 -9.66722545e+14 7.69572209e+14\n", - " 5.98108415e+14 -8.97015780e+14 -8.24081707e+14 -4.14810336e+14\n", - " -3.83834951e+14 8.28604821e+14 8.04491144e+14 -3.57637817e+15\n", - " -3.74126120e+14 2.12937943e+15 3.31674274e+15 2.65396365e+15\n", - " -8.46943677e+15 6.17822416e+14 3.02302830e+14 3.68013856e+15\n", - " 1.24309593e+15 -2.30167597e+14 -8.74832283e+14 2.11900447e+15\n", - " 1.57449237e+15 -9.79937392e+14 1.99298899e+15 -2.78116622e+14\n", - " -8.06365230e+14 -1.84281404e+14 -1.11089773e+15 -5.76813165e+14\n", - " 8.37180815e+14 -1.01102132e+15 -1.78473177e+15 2.25931845e+14\n", - " 9.60566411e+14 -2.12161622e+15 1.37557540e+15 6.31958517e+14\n", - " -1.68118517e+15 -1.25753985e+15 -1.83779798e+15 -6.44665108e+13\n", - " 8.37848486e+14 5.04804514e+14 5.13834779e+14 1.46681188e+15\n", - " 1.87051326e+14 1.44771738e+15 -2.50096732e+14 -1.34584547e+14\n", - " -1.43334980e+15 -2.22331647e+14 1.14520105e+15 6.13202612e+13\n", - " -1.97348680e+15 1.45301469e+15 2.43679386e+15 -2.60828430e+14\n", - " -3.29202603e+14 -2.05315771e+15 -3.29548888e+14 -8.69176837e+14\n", - " -6.86017261e+14 -1.04738677e+15 1.19404101e+15 2.36255254e+14\n", - " -7.22565553e+14 1.60741152e+14 -3.58354699e+15 -2.17968886e+15\n", - " -9.41045809e+13 2.65845398e+15 -3.20701299e+13 7.44011146e+14\n", - " -1.29212939e+15 5.53597402e+14 2.41572358e+14 1.03116738e+14\n", - " 1.14056671e+15 1.01253813e+15 -2.51291509e+15 1.74334783e+15\n", - " 6.01533109e+13 3.61794616e+15 1.15689430e+15 -3.77022265e+14\n", - " -5.43831165e+15 2.32185541e+15 -1.30338398e+15 1.15877021e+15\n", - " -1.73165466e+15 6.88327044e+14 1.77597323e+15 1.10647222e+15\n", - " 6.72655365e+13 -2.27680118e+14 -1.99438500e+15 -1.28092354e+14\n", - " 2.26884546e+14 -1.70280730e+15 -2.65253703e+15 -2.05597905e+14\n", - " 2.43856802e+14 -1.59743937e+15 -8.81840278e+14 5.26736933e+14\n", - " -8.51987402e+14 5.56241325e+13 -1.70921420e+15 -6.78507980e+14\n", - " 1.62125469e+14 -2.08554625e+15 -4.89940261e+15 -7.07107902e+14\n", - " -5.36062126e+14 -1.20676432e+15 -7.25218863e+14 -1.44898731e+15\n", - " -5.13266167e+14 2.00464455e+15 -1.11367707e+14 -9.13773080e+14\n", - " 1.34718263e+14 9.22017179e+14 1.75597310e+15 -1.84798897e+14\n", - " 1.27599308e+15 2.83774639e+14 -4.38897776e+14 -2.58108337e+15\n", - " 8.10843766e+14 -2.24448592e+14 7.96883079e+14 1.55866198e+15\n", - " -1.76506160e+15 2.06449763e+15 7.27200263e+14 1.54030919e+15\n", - " -2.73439794e+15 -1.51925940e+15 1.15993991e+15 -1.77372606e+15\n", - " 5.97231368e+14 2.10794256e+15 -3.65844651e+14 -3.13147751e+14\n", - " 1.12916507e+15 2.56173512e+14 -1.18518526e+15 1.23985381e+15\n", - " -1.17040715e+14 1.47232820e+15 -9.86056655e+14 4.30044319e+14\n", - " -8.28163175e+14 -1.11051572e+14 1.27175858e+15 4.16177420e+14\n", - " 1.21581511e+15 -1.13738142e+15 -7.25516738e+13 8.44486399e+14\n", - " -1.45330218e+15 -9.29992002e+14 -7.76567491e+13 7.14022168e+15\n", - " 5.98285103e+14 -9.72646071e+14 -6.66839271e+14 -1.75412859e+15\n", - " 3.28418496e+15 6.62143133e+14 -7.27458033e+14 2.15607849e+14\n", - " 2.18515159e+15 -3.10877516e+14 5.40667347e+14 5.35124766e+14\n", - " 1.75888076e+15 9.40229941e+14 1.65552196e+15 8.20224965e+12\n", - " -3.26555304e+15 7.65070135e+12 6.86263862e+14 -2.46357182e+15\n", - " 9.22877818e+13 8.53622538e+14 2.00576393e+15 -4.56186872e+14\n", - " 1.54188330e+15 -5.49027677e+14 8.21522082e+14 -1.33495919e+15\n", - " 3.78608767e+14 5.78301903e+14 -1.57394957e+14 -7.29793843e+14\n", - " 1.21828239e+14 8.44369359e+13 -3.18279369e+14 6.63952201e+15\n", - " 6.03767003e+14 -1.65582814e+15 7.16631229e+14 1.32323436e+15\n", - " 1.29547168e+15 -1.26497478e+15 2.86453617e+15 -1.55768436e+14\n", - " -2.81626652e+15 8.48135757e+14 -5.91918523e+14 -1.11176338e+15\n", - " 3.10705152e+15 -1.52422073e+15 1.82775417e+15 1.20759304e+15\n", - " 4.23187464e+14 3.18121600e+13 -1.43421044e+15 9.68174129e+14\n", - " 6.87917575e+14 -1.10848934e+15 1.84338844e+15 1.71287811e+15\n", - " -2.93067183e+14 -2.76651482e+15 -1.99959964e+15 5.75821174e+14\n", - " -1.22382079e+15 7.69126806e+14 -5.40107233e+14 1.40381069e+13\n", - " -2.16882337e+15 7.99962903e+14 -2.41542282e+15 1.20496706e+15\n", - " -7.25748262e+14 -4.69780638e+14 9.25072584e+14 -1.18613911e+15\n", - " -2.57049427e+14 1.21123791e+15 5.44555109e+14 -1.22601657e+14\n", - " -1.97898508e+14 -2.03139072e+15 2.36426709e+15 -6.50865235e+14\n", - " -1.99917353e+15 4.39524434e+14 3.74226115e+14 -1.64064887e+14\n", - " -3.16412892e+15 -9.93045740e+14 -4.91283969e+14 5.84481191e+14\n", - " -1.54508195e+14 -1.39310261e+15 -3.97946324e+14 -1.58810744e+15\n", - " 4.88112799e+14 3.49552881e+14 1.23858832e+15 6.62439746e+12\n", - " 1.67160464e+15 1.11413078e+15 -6.15328081e+14 9.15616174e+13\n", - " -1.83008603e+15 -3.09749799e+14 6.05254640e+14 -1.88570816e+15\n", - " -1.69624971e+15 4.30642347e+14 1.33891464e+15 -2.33966946e+14\n", - " 4.13719721e+14 -2.62811887e+14 -1.21274485e+15 -1.07434846e+14\n", - " 1.02948360e+14 -1.43027189e+15 -3.07128958e+15 2.05657456e+14\n", - " -4.60142116e+14 -1.76050990e+14 -1.15769702e+14 -5.36232721e+14\n", - " -1.70658621e+15 2.45271833e+14 1.20480488e+15 -3.21867480e+14\n", - " 9.26539092e+14 8.35498263e+14 5.25621845e+14 -1.15887357e+15\n", - " -5.94897455e+14 5.24726558e+14 2.78164471e+14 2.81881073e+15\n", - " 9.83863142e+14 5.70201772e+13 7.39912259e+14 -2.11213210e+14\n", - " -1.50890833e+15 5.34619014e+14 3.10271651e+14 -8.48303758e+14\n", - " -2.44667488e+14 -1.78128741e+15 4.27010061e+14 2.19009285e+14\n", - " -1.23820262e+15 5.40983364e+14 -6.38000801e+14 -4.94470023e+14\n", - " -1.87462227e+15 -1.29537726e+15 2.84498837e+13 -1.34611844e+15\n", - " -6.91026831e+13 1.42654686e+15 -1.56994964e+15 1.60678143e+15\n", - " 1.34821397e+15 5.78716964e+14 2.86015418e+14 -4.80736115e+14]\n", "Found 996 total galaxies in catalog for cluster 9429\n", - "[-2.01362261e+15 -3.71655025e+15 -1.67198813e+15 -1.87747895e+14\n", - " -1.05549369e+15 -2.04914014e+15 -3.37411796e+15 -2.55969826e+14\n", - " 2.62301557e+15 1.78304075e+15 1.87292648e+15 4.68976771e+14\n", - " 1.53293325e+15 2.80322810e+15 1.26615141e+15 -3.33616266e+14\n", - " 1.37606466e+15 8.10327564e+14 9.47994093e+14 1.92517356e+15\n", - " 8.97797598e+14 -2.80249402e+15 -1.66875969e+15 8.50207914e+14\n", - " -7.77829332e+14 -7.84173909e+13 1.28933629e+15 3.69973043e+15\n", - " -1.05660503e+15 -3.39019839e+15 -8.04234791e+14 -1.39609608e+15\n", - " -1.95564247e+15 -2.43336008e+15 9.70324119e+14 -3.09734389e+15\n", - " 2.90865234e+14 2.61775499e+14 7.53390440e+14 1.73005955e+15\n", - " 2.08755664e+14 -9.46310327e+14 1.30333842e+15 -6.62367133e+14\n", - " 1.14377733e+15 2.65153327e+15 2.92361735e+15 -8.30764155e+14\n", - " -1.66440496e+15 4.92721215e+14 1.59947580e+15 1.81316623e+15\n", - " -1.28505960e+15 -2.24416837e+15 3.42728790e+15 -9.64809554e+14\n", - " 5.86119132e+15 2.89780205e+15 1.65882078e+14 4.08661042e+14\n", - " 2.94791594e+15 2.71839125e+15 1.01073733e+15 -1.40386749e+15\n", - " -6.20973273e+15 3.87488199e+14 1.39785412e+15 -1.17335169e+15\n", - " -2.10642197e+15 6.78837773e+14 -6.62155771e+14 -2.64309195e+15\n", - " -9.74402288e+14 3.00930175e+14 -1.85756563e+15 2.43343232e+15\n", - " 2.88891652e+15 1.89298490e+15 3.16998031e+15 1.34191805e+15\n", - " 2.26624238e+15 -1.26248509e+15 6.57029815e+14 -3.11850147e+15\n", - " -1.89317684e+15 -2.47133672e+15 -1.85779391e+15 -2.01791735e+15\n", - " -2.92396809e+15 1.09080368e+14 -8.21504021e+14 -1.22681008e+15\n", - " -5.76103256e+15 -5.63331143e+14 2.71120856e+15 8.94320286e+14\n", - " 1.85170562e+15 -2.35439915e+15 2.78507175e+15 -1.06265764e+15\n", - " 3.24254228e+14 -3.02412642e+15 -3.24934445e+15 -2.25446573e+15\n", - " -8.78780226e+14 1.63073675e+15 4.93979296e+14 1.68302914e+15\n", - " 1.31931393e+15 2.11953377e+15 -1.12661663e+15 1.37385444e+15\n", - " -7.84919906e+14 -3.30801140e+14 1.43791618e+15 1.43092626e+14\n", - " 2.61574242e+15 1.07107164e+15 4.24785841e+14 -4.74330353e+15\n", - " -3.09219894e+14 -1.12908726e+15 -6.33577776e+14 1.51920740e+15\n", - " -5.54260963e+14 -8.12434762e+14 -1.21000521e+13 -3.73248107e+15\n", - " 3.05873790e+14 -1.58664322e+15 1.21183298e+15 -1.96773938e+15\n", - " 2.42246659e+15 -6.95861836e+14 1.99227422e+15 -3.75651529e+15\n", - " -2.73417922e+15 2.98263707e+15 6.02354866e+14 1.38788019e+15\n", - " 2.53233099e+14 -2.57716243e+15 1.06167934e+15 2.41081783e+15\n", - " -1.54899980e+15 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-8.27472805e+13\n", - " -7.25136389e+14 -8.77278446e+14 4.51341669e+14 -1.16992710e+15\n", - " 3.89563744e+14 1.42223901e+14 -7.83940284e+14 -1.25123797e+15\n", - " 8.74537044e+14 1.09148814e+15 -1.21531118e+15 6.89299291e+14\n", - " 1.39422834e+14 6.14543288e+14 1.00492931e+15 -6.90806101e+14\n", - " 1.29981191e+15 3.78593090e+14 6.12076676e+14 -1.13748628e+15\n", - " -3.89943175e+14 -2.47888639e+14 5.66574275e+14 9.49527977e+13\n", - " 7.09567917e+14 2.46781780e+15 -6.48161239e+14 2.40762393e+14\n", - " 8.63018913e+14 -1.39793772e+15 -1.00525889e+14 4.71480458e+14\n", - " -1.81452888e+15 2.65423799e+14 -4.52212714e+14 -6.06190512e+14\n", - " 9.38668432e+12 -5.16905254e+14 1.64466248e+14 9.20619673e+14\n", - " -1.46573965e+15 -2.20630430e+14 -3.61975428e+14 -1.02683367e+15\n", - " -1.74344660e+14 -1.17340894e+15 -5.68570597e+14 -3.74447636e+14\n", - " -3.50589440e+14 2.08036742e+14 -1.14696492e+15 -3.66619616e+14\n", - " -1.57715516e+15 4.93012308e+14 -6.42486832e+14 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-4.04514691e+14 1.53862991e+15 9.98975308e+14 -1.08853850e+15\n", - " 1.20306973e+15 7.71141212e+14 4.14361700e+14 3.56490973e+14\n", - " -2.77189852e+14 -1.61972391e+15 2.70006263e+14 1.52254936e+15\n", - " 1.14944015e+14 1.23518686e+15 5.66248114e+14 -1.80751082e+14\n", - " -2.01330930e+15 -1.07536455e+15 3.77304300e+14 -2.60921435e+14\n", - " 1.33117681e+14 1.25585455e+13 -1.35851397e+14 2.27780857e+14\n", - " -3.91155168e+14 -1.28514691e+15 -4.11039690e+14 -5.56636727e+14\n", - " -1.61852350e+14 1.26304903e+15 5.93192037e+13 -1.05896400e+14\n", - " -8.68954605e+14 1.47315235e+14 4.70377788e+14 3.40889701e+14\n", - " 3.49363864e+13 7.47028386e+13 3.68278458e+14 -9.31053110e+14\n", - " -6.47673080e+14 -3.43357399e+14 -1.44126665e+14 -9.74795605e+14\n", - " -7.19403427e+14 -9.89298665e+14 6.20501998e+14 3.25488912e+14\n", - " -2.97829962e+14 4.36908377e+14 1.00119696e+15 -9.17604364e+13\n", - " 1.15543960e+15 2.16255803e+14 -6.39739874e+13 2.52242491e+14]\n", "Found 2072 total galaxies in catalog for cluster 10146\n", - "[-8.16437221e+14 -1.30462868e+15 -8.55348742e+14 ... -9.44357198e+14\n", - " 1.17540428e+15 -5.13587247e+14]\n", "Found 2695 total galaxies in catalog for cluster 14476\n", - "[-1.49188377e+14 2.71529167e+15 3.94872742e+15 ... -1.38469383e+15\n", - " -1.34403821e+14 1.65845973e+14]\n", "Found 119 total galaxies in catalog for cluster 8395\n", - "[ 4.53875001e+14 -1.23858503e+15 -9.87282188e+14 -8.65784735e+14\n", - " 3.88474540e+15 -4.02161651e+15 2.21151177e+15 -1.02550476e+15\n", - " 7.61972248e+13 -1.02902611e+15 3.06934342e+15 -2.86667066e+14\n", - " 4.49518834e+15 3.02069083e+15 -2.17453279e+15 -8.86022454e+13\n", - " 3.22209532e+15 -3.94714615e+15 1.27291920e+15 -7.33939173e+13\n", - " 3.83981389e+15 -6.94684125e+14 1.76249681e+15 -4.75948567e+14\n", - " 1.56555055e+15 3.28141623e+15 2.02867731e+15 -1.06765473e+15\n", - " -2.40198595e+15 -1.07023521e+15 6.16069286e+14 -4.91250258e+14\n", - " 6.53787024e+14 2.68719601e+14 -2.76270304e+15 -1.05086979e+15\n", - " 2.43827232e+14 -4.70245910e+14 -4.63767300e+14 1.70181313e+14\n", - " -2.99736419e+15 2.99151310e+14 8.15678959e+13 5.93999889e+14\n", - " -1.11183581e+15 3.63989203e+15 2.60098811e+15 1.24945744e+15\n", - " -3.15225544e+15 -9.70663343e+14 -4.90229659e+15 -7.10062623e+14\n", - " -3.44156101e+13 -4.92752829e+14 1.65789891e+15 1.57414343e+14\n", - " 1.61997659e+15 -3.36197780e+14 1.63035750e+15 -1.64395175e+15\n", - " -2.68790764e+15 -8.95426152e+14 -1.74272170e+15 -1.54778281e+15\n", - " 2.43253315e+15 2.23518737e+15 3.30049775e+15 1.96208753e+15\n", - " -1.03506345e+14 7.13961348e+13 -4.12904554e+15 5.23462063e+14\n", - " 1.88008797e+15 4.18636276e+14 -1.83768549e+15 5.35818653e+14\n", - " -4.21312888e+14 -2.62253559e+15 -1.10876130e+15 8.62308983e+14\n", - " 1.09755202e+15 5.20641321e+14 -1.41712940e+15 1.86131552e+15\n", - " 4.33414023e+15 2.22375983e+15 -1.04556212e+15 -2.76133599e+15\n", - " -6.00585525e+14 -1.48840287e+14 1.27115438e+15 -3.03969696e+15\n", - " -1.30091267e+15 -1.14593521e+15 2.40226119e+15 -2.59377541e+12\n", - " -2.29281196e+15 -6.38229566e+15 -2.26973170e+15 -2.03309281e+15\n", - " -7.02129931e+14 -1.74105869e+15 -2.28003544e+15 -6.18803395e+14\n", - " 2.83235573e+15 -3.38237072e+14 2.41860060e+15 -1.58428754e+15\n", - " 1.09519475e+15 -9.72532406e+14 -1.09367022e+15 3.05060595e+14\n", - " 8.64935027e+14 -1.19442014e+15 2.19029886e+14 2.88628836e+14\n", - " 2.36864595e+14 1.40396366e+15 4.82791105e+13]\n", "Found 3612 total galaxies in catalog for cluster 16657\n", - "[-2.17725923e+15 -1.16750706e+15 -2.85590454e+15 ... 2.26005148e+13\n", - " -4.92417004e+14 -5.60669353e+14]\n", "Found 2732 total galaxies in catalog for cluster 13039\n", - "[-2.90981308e+15 1.87069973e+15 4.10177497e+14 ... 6.89724844e+14\n", - " 7.90522998e+14 9.40524713e+14]\n", "Found 2714 total galaxies in catalog for cluster 15382\n", - "[ 1.47818379e+15 -2.41636882e+15 -2.46170016e+15 ... 4.42426728e+14\n", - " 2.08263868e+13 -3.23203672e+14]\n", "Found 1343 total galaxies in catalog for cluster 17011\n", - "[-1.25403142e+15 -2.08500662e+15 -2.31812709e+15 ... -1.91565487e+14\n", - " -1.58434640e+14 5.22007185e+14]\n", "Found 6019 total galaxies in catalog for cluster 8523\n", - "[ 3.51938929e+15 6.43269036e+14 1.11640860e+15 ... 5.61544289e+14\n", - " 2.04873661e+14 -3.01420189e+14]\n", "Found 1038 total galaxies in catalog for cluster 11300\n", - "[ 3.04645753e+15 2.05269775e+15 -2.99115596e+15 ... 1.50529574e+15\n", - " -5.61595715e+14 -1.26378865e+13]\n", "Found 6292 total galaxies in catalog for cluster 17462\n", - "[-2.17195034e+15 -1.86146695e+15 3.90145855e+14 ... 3.71105397e+14\n", - " -2.40313755e+13 2.87933609e+14]\n", "Found 1520 total galaxies in catalog for cluster 13025\n", - "[-1.45825817e+15 -2.49161191e+15 -1.22299287e+15 ... -4.10609107e+14\n", - " 1.27612757e+14 -6.56920107e+14]\n", "Found 2090 total galaxies in catalog for cluster 21385\n", - "[ 7.98406172e+15 -3.94685504e+14 3.00031821e+14 ... -7.85945086e+14\n", - " 5.94093371e+14 -2.66124074e+14]\n", "Found 2591 total galaxies in catalog for cluster 20888\n", - "[ 2.78334585e+15 -4.60573483e+13 -7.01669475e+14 ... -8.55590134e+14\n", - " 1.95762544e+14 1.59128639e+14]\n", "Found 3139 total galaxies in catalog for cluster 21815\n", - "[ 5.58671252e+14 -1.74314505e+14 8.05977964e+14 ... -2.74973235e+14\n", - " 2.86697717e+14 4.16313103e+14]\n", "Found 528 total galaxies in catalog for cluster 7594\n", - "[ 7.74739874e+14 4.69310523e+15 -4.46591269e+14 -3.92152082e+14\n", - " -9.94229644e+14 5.68597985e+14 -2.33601669e+15 2.38158082e+15\n", - " -5.55395001e+14 6.62833908e+15 1.87767147e+15 -1.02094730e+15\n", - " 5.09409818e+14 7.10102530e+14 9.51740440e+15 6.14358899e+15\n", - " 8.88028646e+13 -2.86540046e+15 2.76999337e+15 4.02714766e+14\n", - " 1.42272368e+15 -9.81711677e+14 4.78856947e+14 -8.48664890e+14\n", - " -8.85464888e+14 -1.00906063e+15 1.64428023e+15 5.36817367e+14\n", - " 6.98372551e+13 7.94654154e+14 -2.45006496e+15 -7.75117563e+15\n", - " 2.40993981e+15 3.32673662e+15 -2.24435293e+15 -2.84799187e+14\n", - " -2.72402421e+15 -1.21492158e+15 -2.29131307e+15 3.04040815e+15\n", - " 1.23560045e+15 -6.71476303e+14 4.50834714e+14 3.38756283e+15\n", - " -5.57864060e+15 -2.40306288e+15 -1.21316620e+15 -4.89626453e+15\n", - " 6.17904106e+14 1.43242045e+14 3.04908589e+15 2.49681424e+15\n", - " -1.97960406e+15 -4.16861089e+15 -5.06622049e+15 -4.92800027e+14\n", - " 6.91154321e+14 7.84977661e+14 -1.28530522e+15 -4.15714135e+15\n", - " -6.30133311e+14 -7.03778586e+14 -5.69077414e+15 3.23799208e+15\n", - " -2.89213589e+15 -5.50135326e+15 1.03727594e+16 -6.35134436e+15\n", - " 3.27212973e+13 -3.55058867e+14 5.15288717e+14 2.16339725e+15\n", - " 1.97873232e+14 6.41115797e+14 6.81109662e+15 8.00147625e+13\n", - " -1.46184369e+15 -1.02972814e+15 -2.64462610e+15 -3.70229583e+14\n", - " -3.08658586e+15 6.29809557e+15 -3.06974389e+14 -2.32168509e+15\n", - " -2.53885751e+15 2.25444238e+15 7.17597763e+15 -3.55150080e+15\n", - " 1.21761685e+14 -3.70194588e+15 -9.56246057e+14 3.24226091e+15\n", - " 3.21117674e+15 3.49164200e+15 4.41064517e+14 -1.97813408e+15\n", - " -3.50098016e+15 8.73432442e+14 -5.30080298e+15 5.39951905e+15\n", - " 2.38805857e+15 1.63450264e+15 -9.50372311e+14 3.40572943e+14\n", - " -3.77431017e+15 -1.69732197e+14 -8.41495916e+13 1.89866094e+15\n", - " -3.09934692e+15 1.44732330e+15 -4.67371046e+15 8.25601976e+14\n", - " -1.60202989e+15 -1.90796909e+15 2.27924885e+15 -2.65385572e+15\n", - " 2.10742480e+15 -7.71816630e+14 7.98760160e+14 2.14339532e+15\n", - " 2.53185116e+15 -8.59793603e+14 -2.03235494e+15 8.44304232e+14\n", - " 1.15582919e+15 -4.98922957e+15 5.41521091e+15 -1.36474247e+15\n", - " 1.96905574e+15 1.91492502e+15 -2.23810638e+14 1.08302797e+15\n", - " 9.23467189e+14 -6.61020049e+15 -4.11341184e+15 -1.57604619e+13\n", - " -6.89488079e+15 -2.19433144e+14 -9.03720194e+14 4.43231824e+14\n", - " -1.25857628e+15 -2.39388492e+15 -1.40600857e+15 -1.84942641e+15\n", - " 3.49877405e+14 -1.65283434e+15 -1.24546863e+14 -1.43534499e+15\n", - " 6.02464957e+15 -1.42371568e+15 5.65060318e+14 -1.49977105e+15\n", - " -1.62982117e+14 -5.05916295e+14 4.63665727e+15 2.54758049e+15\n", - " 2.84778647e+15 1.68553378e+16 -1.50853773e+15 3.15459958e+15\n", - " -2.30894768e+15 9.32214365e+14 -1.27704793e+15 -2.08418086e+15\n", - " 1.00651130e+14 -3.58064242e+15 2.12135283e+13 5.39882848e+15\n", - " 2.19299140e+15 2.90425293e+14 -1.95279908e+15 1.75892689e+14\n", - " 1.97146151e+15 -1.02402209e+15 -8.16431587e+14 5.26767593e+14\n", - " 3.13394814e+14 -1.84613340e+15 2.07543158e+15 -1.07343037e+14\n", - " -1.76530578e+15 1.56063528e+15 -6.11826203e+15 -4.86123435e+14\n", - " 2.72930140e+14 -5.38353198e+14 -2.57114239e+14 -3.58114631e+15\n", - " 2.34140021e+15 2.39909253e+15 -2.57712418e+15 1.42253355e+15\n", - " 1.18663412e+15 -1.97891937e+14 -1.98035917e+15 6.91948182e+15\n", - " -5.66605779e+14 3.05614001e+14 -3.42613043e+14 3.67875781e+15\n", - " -3.07224488e+15 1.61924614e+15 -9.31138893e+14 1.76899970e+14\n", - " -1.73855686e+15 4.10818165e+14 7.41034810e+15 8.67107215e+14\n", - " 8.14087629e+14 -1.98333039e+15 5.45397443e+14 -1.35501402e+15\n", - " 7.29060390e+14 -2.88231574e+14 -1.26154209e+15 5.99586102e+14\n", - " -5.27566036e+15 -9.10979642e+14 1.45487909e+15 -2.35914881e+14\n", - " -1.16280631e+15 1.05667354e+15 1.84806146e+15 -5.70916540e+14\n", - " -1.72479500e+15 6.23759365e+14 -2.13920707e+15 1.18052147e+14\n", - " 1.08392809e+15 4.72531169e+13 1.39851633e+15 -1.43873629e+15\n", - " 1.93680919e+15 4.97309877e+14 4.70354899e+14 -2.15542972e+14\n", - " -8.47633835e+14 1.24960148e+15 -9.29061122e+14 1.79664482e+15\n", - " 8.92613428e+14 -6.10868181e+13 -1.46486672e+14 -1.96041922e+15\n", - " -2.05452891e+15 2.60270237e+14 6.31633636e+14 -1.60943491e+14\n", - " -1.64643006e+14 2.85391302e+14 8.79683733e+14 -8.51143511e+14\n", - " -1.31588028e+15 1.77188319e+14 -9.94130423e+14 -6.49824155e+14\n", - " 8.74740297e+12 -1.40403637e+15 1.68247899e+15 -2.71262392e+15\n", - " -5.28759993e+15 9.28470268e+14 -2.79027550e+15 -1.47870298e+15\n", - " -3.59833586e+15 1.71078945e+15 1.12100126e+15 1.80890347e+15\n", - " -6.89702276e+14 1.48686563e+15 -1.36927000e+15 8.87207793e+14\n", - " 1.16012171e+15 9.05814522e+14 -2.29723993e+15 -2.73376649e+15\n", - " 1.61270554e+15 -1.13766747e+15 8.92330991e+14 2.57895148e+15\n", - " -3.20178842e+15 1.12997036e+15 -4.04212355e+14 5.16045014e+14\n", - " -1.19691707e+14 4.16578414e+14 1.39813798e+14 -9.83050412e+14\n", - " 2.18928549e+14 3.48729741e+15 1.63308084e+14 1.23140723e+15\n", - " -4.99728181e+14 4.82736018e+13 1.98040197e+15 2.43998062e+14\n", - " 1.84845162e+14 -3.80273113e+14 1.70902163e+15 2.06692744e+15\n", - " 1.71842717e+15 2.04792134e+15 -3.14072923e+14 1.96240622e+15\n", - " -2.04452495e+15 -2.70734466e+14 2.61229938e+15 2.44674023e+14\n", - " -1.20074445e+14 -8.27614186e+14 1.95680662e+15 2.18497201e+15\n", - " -2.02481235e+15 4.53684445e+15 -3.01397939e+15 1.42541678e+15\n", - " -1.33904059e+15 -1.50142540e+15 -6.29320825e+15 3.50479776e+15\n", - " -2.54739395e+14 8.83331542e+14 -2.02626873e+15 1.65651444e+14\n", - " -1.24854472e+15 -1.06610120e+15 -2.34193925e+15 -5.70133314e+14\n", - " 6.81814088e+14 -5.81126302e+15 -1.33654888e+14 -1.69228937e+15\n", - " -5.57504053e+14 2.37925890e+14 -1.12234370e+15 7.64453203e+13\n", - " 6.43654615e+14 -1.46997325e+15 1.82126602e+13 2.20033968e+15\n", - " -9.14866662e+14 2.80849921e+15 1.16491049e+15 1.03440140e+15\n", - " 2.57287226e+14 -1.54120602e+15 -4.35891029e+13 4.02172514e+14\n", - " -8.69097353e+14 -1.85473751e+15 -2.63384228e+15 1.34018116e+15\n", - " 2.99754790e+15 -2.49980463e+14 -2.36785358e+15 7.11122232e+14\n", - " 1.89179528e+15 2.00819134e+15 1.37960440e+14 1.51701568e+15\n", - " -1.92770715e+15 4.10631557e+14 3.46043004e+14 1.69152175e+14\n", - " 3.89419811e+14 1.06695175e+15 1.62679198e+15 -9.73860116e+14\n", - " 1.48862105e+15 -1.39689166e+15 -1.13745263e+15 -2.76090696e+15\n", - " -1.69952623e+15 3.29220361e+14 1.11470510e+14 1.47960391e+15\n", - " 2.57797335e+15 -1.03471201e+15 3.18586314e+15 1.76711847e+15\n", - " -9.37156743e+14 6.91221736e+14 3.08569948e+15 4.08267323e+15\n", - " -1.01311476e+15 -9.55843840e+13 2.28465291e+14 -1.09408693e+15\n", - " -6.17789055e+14 -3.80693629e+15 2.21224140e+15 -7.88212931e+13\n", - " -2.29870571e+15 -4.17648047e+14 3.02734636e+14 3.19516015e+14\n", - " -4.49057184e+14 1.52144297e+15 -1.61268497e+15 -8.94975563e+13\n", - " -1.64288008e+15 1.85463452e+15 1.09298191e+15 1.57385277e+14\n", - " 1.56964556e+14 -5.39989926e+14 1.29529997e+15 -7.75280446e+14\n", - " -1.33996309e+15 3.00617134e+15 -1.09880632e+14 -1.24740596e+14\n", - " 2.04867603e+14 -6.72736369e+14 -1.91203727e+15 3.75932105e+15\n", - " -1.57818626e+15 9.03719798e+14 2.62949035e+15 -3.18833484e+15\n", - " -6.54174775e+14 1.28062858e+15 8.51972752e+13 -2.88063030e+14\n", - " -3.23617697e+15 -2.20739864e+15 -2.59761488e+15 1.23977167e+15\n", - " 3.30726272e+13 2.18688550e+15 -5.59028224e+14 -1.13513318e+15\n", - " 1.01070947e+15 -1.36299594e+15 2.05371549e+15 1.87976236e+15\n", - " 6.73077764e+14 -5.38051338e+14 1.56336662e+15 -1.40951248e+15\n", - " 1.59946062e+13 3.17232151e+14 2.69873810e+15 -5.15273102e+14\n", - " 3.98923456e+14 4.06575020e+14 -2.21291106e+15 -2.75839109e+15\n", - " -1.04597581e+14 1.08455897e+14 4.26979586e+14 3.64787026e+14\n", - " 1.32457652e+15 7.66586686e+14 3.49577310e+14 -3.78517494e+14\n", - " -1.88596104e+15 1.05693307e+15 -3.07066795e+15 -1.14960169e+15\n", - " -3.30035945e+14 -1.38207224e+15 -3.39084275e+14 -2.16488395e+15\n", - " -4.03519552e+14 -1.61110123e+15 -2.78172331e+15 -3.12013306e+14\n", - " -2.49582947e+14 -3.11931462e+15 6.67531650e+14 -5.49742701e+14\n", - " -1.86700356e+15 -3.54010107e+15 1.19131818e+15 -3.78285119e+15\n", - " -3.06954498e+14 -1.12644013e+15 2.20028694e+14 -9.34143731e+14\n", - " 2.01167723e+15 3.94225137e+14 -1.65161378e+15 3.95932330e+14\n", - " 3.96088893e+14 -2.19599165e+14 1.48483445e+15 -4.92253770e+14\n", - " 2.77991418e+14 -2.31998710e+14 4.82810370e+14 -5.84451643e+14\n", - " 1.71807264e+15 -1.16374049e+15 -8.78075249e+14 -8.80850962e+14\n", - " 4.97513285e+14 -1.54342650e+15 7.78581093e+14 2.63250019e+15\n", - " 1.18313869e+14 -3.14614536e+15 2.18879241e+14 4.29510297e+14\n", - " -1.26014827e+15 1.55236884e+15 -1.87732166e+15 -6.13424482e+14\n", - " -5.20354692e+14 -1.15451740e+15 -3.20087954e+14 -9.97652854e+14\n", - " 2.48246413e+14 -5.07914601e+14 -8.09572689e+14 -4.12331024e+14\n", - " 9.11963698e+14 1.36996296e+15 8.67058322e+14 1.59072024e+14\n", - " -3.77858364e+14 -2.43651641e+14 -1.55696539e+15 1.88356894e+14\n", - " -9.40463738e+14 9.70412515e+14 1.34660035e+15 7.40251342e+14]\n", "Found 363 total galaxies in catalog for cluster 21425\n", - "[ 2.35826638e+14 -4.23888659e+15 -2.17077980e+15 6.96261773e+14\n", - " -5.13287140e+14 -2.08500305e+15 5.36977969e+14 3.13187200e+15\n", - " -5.09342535e+15 -3.44524238e+14 5.49973280e+14 -5.29004319e+14\n", - " -3.05823154e+15 -6.96457207e+15 -9.63965429e+14 -4.19546781e+15\n", - " -5.45046123e+15 1.56967569e+15 -4.02793560e+14 -3.21822285e+15\n", - " 3.30900131e+15 -1.32978447e+14 -5.33224785e+15 -1.11679206e+15\n", - " 1.07469923e+16 -5.15744697e+14 2.10933498e+15 1.48975836e+15\n", - " 9.94760488e+14 -1.45298494e+15 -1.84314602e+15 -1.75899829e+15\n", - " -1.58420655e+14 -4.82307528e+15 -5.15218030e+14 -8.96567470e+14\n", - " 3.45100879e+14 2.12460366e+15 6.03730873e+15 7.09369045e+14\n", - " 4.86160954e+15 -1.31574478e+15 4.70679554e+14 3.28935583e+15\n", - " 2.43672512e+15 -5.24899656e+14 2.53932719e+15 5.48214178e+15\n", - " 4.97168855e+14 -1.62734301e+14 -3.19210224e+15 -1.66520641e+15\n", - " -2.23202656e+14 4.13187046e+15 -5.98912892e+15 3.34219937e+14\n", - " -2.03927874e+15 -6.34561774e+15 3.93694792e+14 1.75420633e+15\n", - " 2.13788778e+15 1.51706783e+15 -1.97345893e+14 5.64066815e+15\n", - " -1.34857520e+15 4.48119812e+15 2.50549606e+15 -5.04741936e+14\n", - " 2.44056819e+15 2.15690618e+15 1.33041089e+15 -5.37471274e+14\n", - " 1.55363907e+15 -4.57032755e+15 -1.63912636e+15 5.22442706e+15\n", - " 9.66642046e+13 -4.62731638e+14 -1.18257929e+15 2.33318846e+15\n", - " -5.83251096e+14 1.92896360e+15 1.00827873e+15 -1.95049000e+15\n", - " 5.70167047e+14 -2.46949753e+15 -1.76645604e+15 1.78270922e+15\n", - " 4.71322090e+13 -3.60224236e+15 2.31496506e+15 2.31377138e+14\n", - " 4.87722467e+13 -1.01147115e+15 4.47035655e+15 -7.86224203e+14\n", - " 1.51115877e+15 -3.12801302e+14 1.40610333e+15 -1.25253101e+14\n", - " 4.13364491e+14 -2.13619844e+14 4.86304092e+14 -2.44997908e+15\n", - " 7.76531188e+14 -1.00137377e+14 1.68964440e+15 5.44419406e+13\n", - " -2.15093950e+15 -7.79757698e+14 4.02460088e+14 -1.41348704e+16\n", - " -2.93329760e+15 1.55577457e+15 -2.49774560e+15 -3.22076536e+14\n", - " 2.62730409e+15 -2.13391273e+14 -1.09015679e+15 7.50478449e+14\n", - " -1.21668350e+15 3.64944090e+15 2.53519278e+15 -2.80506003e+14\n", - " -1.17295707e+15 3.48617160e+15 1.58042044e+15 7.54576992e+14\n", - " 2.14133185e+15 -1.49902078e+15 2.52831126e+14 1.63046200e+15\n", - " 2.50447376e+15 1.61024732e+15 1.35845450e+15 2.83871082e+15\n", - " -2.50348451e+14 -1.17321874e+15 3.10814915e+15 9.93929066e+14\n", - " -1.99932280e+15 -8.69728249e+14 3.48875044e+14 4.01272150e+14\n", - " 1.53927933e+15 7.89141687e+14 1.46024473e+15 5.06010274e+14\n", - " -8.85970917e+14 -1.73067676e+14 3.48522956e+15 -1.57831806e+15\n", - " 6.66471459e+14 -4.30017820e+14 -6.54261078e+14 1.26584293e+15\n", - " 1.74500288e+15 8.50828642e+14 1.40450436e+15 -5.56919213e+14\n", - " -3.87936268e+14 -7.70118072e+14 -3.54502320e+14 1.41881348e+15\n", - " -1.73888305e+15 -1.22502073e+15 2.39991377e+14 7.66780122e+14\n", - " -1.43978114e+15 -3.46383775e+14 6.23482920e+14 -3.10138056e+15\n", - " -7.54843122e+14 1.87260012e+14 -1.56642296e+14 5.51426959e+14\n", - " 7.75010478e+14 1.09845581e+15 -6.48547363e+14 -2.23227844e+15\n", - " 5.11119526e+13 -8.77540484e+14 5.31995804e+15 4.94693502e+14\n", - " 3.26913402e+15 2.07829993e+15 -9.44494390e+14 6.36597029e+14\n", - " -3.10888295e+15 3.66734209e+15 -5.51192250e+14 -4.26979016e+14\n", - " -7.43862223e+14 -1.98117193e+15 -1.49457051e+15 -2.46607516e+15\n", - " -1.46622310e+15 -9.15791926e+14 1.40120393e+15 1.77290233e+15\n", - " 5.22822391e+13 1.18177317e+15 2.06066968e+14 1.93544460e+14\n", - " 1.10084380e+15 -1.22686760e+14 1.11157335e+15 1.69595282e+14\n", - " -4.80157988e+14 5.41317472e+13 -9.80075629e+14 -3.51599032e+14\n", - " 1.02775763e+14 -1.85286153e+15 -1.54898297e+15 -1.83186885e+15\n", - " -4.63967018e+14 -2.45332602e+14 -2.43325344e+15 -2.26763404e+15\n", - " 1.84691717e+15 3.02799402e+15 1.21721018e+15 8.47747480e+14\n", - " 3.53126680e+14 -5.74709576e+14 2.84860783e+15 5.77473675e+14\n", - " 6.94218907e+14 2.55183024e+15 -2.58288028e+14 1.25117538e+15\n", - " 5.41192328e+14 -1.63057021e+15 1.93632951e+15 1.79959215e+15\n", - " -9.81347599e+14 -7.02816649e+14 -1.88601483e+15 -1.36252870e+15\n", - " -1.47445116e+15 8.56819458e+14 3.11771666e+13 1.58939736e+15\n", - " 5.21624463e+14 5.40989980e+15 3.45759606e+14 2.68914281e+15\n", - " 9.58372353e+14 1.14030752e+15 -3.96432579e+14 4.11275103e+15\n", - " 3.34406673e+13 4.52643992e+15 -2.04889133e+15 -1.35330665e+15\n", - " 1.69762731e+15 1.10197976e+15 8.35820311e+14 -1.58432943e+15\n", - " 2.62201105e+15 1.57215181e+15 -5.88475584e+14 -1.64915696e+14\n", - " -1.44754297e+15 9.00655237e+14 -1.65185013e+15 1.71748294e+15\n", - " -4.01656646e+14 7.70261460e+14 3.88793129e+15 8.31976914e+14\n", - " -2.55801395e+15 3.11069218e+15 1.15232562e+15 1.47611616e+15\n", - " -1.65129276e+14 1.63771727e+15 -1.19045239e+15 9.01331874e+13\n", - " -2.58948598e+15 -1.49218728e+15 9.41970833e+14 5.38473991e+14\n", - " 9.05580556e+13 -2.04558729e+15 -6.99218405e+14 1.63933944e+14\n", - " -1.13883225e+15 3.09133669e+15 -3.93805195e+14 -1.12691406e+15\n", - " -2.85699164e+14 -6.51463860e+14 2.41359595e+15 8.74352717e+14\n", - " -9.74625912e+14 -2.66891188e+14 2.83925521e+15 -6.43100101e+14\n", - " -1.85627368e+15 -4.84115225e+14 -2.20869337e+15 -1.51144824e+15\n", - " -2.72380607e+15 2.90669322e+15 -7.97060346e+13 7.18894912e+14\n", - " 4.87003423e+14 1.99907703e+15 1.93475267e+15 1.28089072e+15\n", - " 1.77157860e+15 3.51727769e+14 1.04772730e+15 -1.75705371e+15\n", - " -3.74015761e+14 -3.02571127e+14 4.41173545e+15 9.57602099e+14\n", - " -1.36068167e+15 6.44419471e+14 -8.75994063e+14 -4.07001974e+14\n", - " 2.05001081e+15 3.18532279e+14 2.41883360e+15 3.44598755e+14\n", - " 1.83637702e+13 4.16892159e+14 -6.72039031e+14 -1.02763118e+15\n", - " -2.23185595e+15 1.57637881e+15 -4.96274126e+14 -4.02987857e+14\n", - " -3.99319175e+13 -2.33841441e+14 1.01014340e+14 -6.30023126e+14\n", - " -9.67075569e+14 -1.81478679e+15 -5.64999858e+14 -1.70581301e+14\n", - " 1.25391018e+15 -3.11708604e+14 1.03296601e+15 3.02289323e+15\n", - " -5.70588532e+14 -6.51599493e+14 -1.41748505e+15 4.33130790e+14\n", - " -2.37155754e+15 -6.96141457e+14 1.50695885e+14 1.12601699e+15\n", - " 2.76838125e+14 -2.69529812e+14 1.42498805e+15 4.07203349e+14\n", - " -2.19449665e+14 -1.09715762e+15 -6.42083863e+14]\n", "Found 7786 total galaxies in catalog for cluster 30553\n", - "[-2.00038808e+15 -1.61432167e+15 -4.27233604e+14 ... 1.23490548e+15\n", - " 5.23307589e+14 -4.09167959e+14]\n", "Found 1777 total galaxies in catalog for cluster 11651\n", - "[-5.07091138e+14 1.54531258e+15 -4.27403478e+14 ... -4.22919088e+14\n", - " 7.86431363e+14 -3.65456810e+14]\n", "Found 2526 total galaxies in catalog for cluster 27728\n", - "[ 1.20300936e+15 7.58824966e+14 1.55598455e+15 ... -6.60988443e+14\n", - " -5.18842165e+14 -5.14115941e+14]\n", "Found 2665 total galaxies in catalog for cluster 30757\n", - "[1.19098068e+15 3.09320332e+14 1.82900278e+15 ... 1.29979633e+12\n", - " 5.18837261e+13 3.16407664e+14]\n", "Found 5370 total galaxies in catalog for cluster 32634\n", - "[-4.63561677e+14 4.65507674e+14 8.81484145e+14 ... 8.22746549e+14\n", - " -1.12974491e+15 -3.84659016e+14]\n", "Found 3080 total galaxies in catalog for cluster 33429\n", - "[ 1.29281734e+15 2.68602323e+14 -1.41552024e+15 ... -1.38007526e+15\n", - " 5.42277393e+14 -1.38988568e+14]\n", "Found 1942 total galaxies in catalog for cluster 15656\n", - "[ 9.75905244e+13 -6.57837207e+14 -8.08925941e+14 ... -7.91254452e+14\n", - " 1.25502312e+15 -5.55726150e+14]\n", "Found 662 total galaxies in catalog for cluster 29784\n", - "[-8.50512752e+14 -2.29020804e+14 7.76015830e+14 -2.67040069e+15\n", - " 2.45687303e+15 8.47445496e+13 2.61491092e+15 3.91169063e+15\n", - " 1.81528636e+15 -1.97947119e+15 -1.80897464e+15 -1.58805551e+15\n", - " 3.85653393e+15 2.70017475e+13 -8.27354675e+14 1.28854653e+15\n", - " 2.03091673e+15 -2.76585739e+15 3.26146805e+15 1.43247339e+15\n", - " 1.70539434e+14 7.30394772e+14 -4.41764765e+14 -4.62855543e+14\n", - " -1.99540155e+15 2.22333372e+15 5.09725295e+15 1.57862329e+15\n", - " 3.04618225e+15 1.34272299e+15 -1.02564876e+15 -3.14863272e+15\n", - " -2.66096785e+15 4.70144237e+15 -2.95120540e+14 4.93281595e+14\n", - " 3.08458581e+15 -1.94493839e+14 -5.23917599e+15 -2.33240984e+15\n", - " -9.38191192e+14 2.18242921e+15 -2.92176544e+15 3.11048883e+15\n", - " 1.46179708e+15 1.83340712e+15 -6.47379065e+14 -1.38110940e+15\n", - " 2.36694878e+15 6.17819322e+15 -2.99431202e+15 8.06277827e+14\n", - " 8.33472836e+14 3.24603028e+15 2.13955225e+15 -2.68329968e+15\n", - " 9.62494485e+14 3.06418479e+15 3.92719947e+15 -1.03528574e+15\n", - " -3.54521325e+15 -2.80686620e+14 -2.80854024e+15 -2.05790812e+15\n", - " -1.62211695e+14 8.34678300e+14 -1.16005307e+15 -1.40479937e+15\n", - " -5.31280369e+15 -1.42038241e+15 -2.06778150e+15 -2.93450259e+15\n", - " -5.53983686e+15 5.47874501e+13 -1.31373691e+15 2.79181148e+14\n", - " 1.44886641e+15 1.36453637e+15 -7.45200336e+14 2.32533612e+15\n", - " -2.49475076e+14 -3.03545813e+15 -7.05411802e+15 -1.93727075e+15\n", - " -6.22802135e+14 -1.25652087e+15 -3.73663098e+15 -2.03656640e+15\n", - " -1.39114237e+14 6.02747706e+14 -2.70618035e+15 -4.59602722e+14\n", - " 3.28431595e+14 8.45596663e+13 -1.32704836e+15 -3.31782837e+15\n", - " 1.42827214e+15 1.90039911e+15 -3.70510620e+15 -1.03379261e+15\n", - " 1.87033066e+15 -7.49047339e+14 -1.80890103e+15 6.17624072e+14\n", - " 9.53750641e+13 6.31106825e+13 1.58763973e+15 3.19900651e+14\n", - " 1.84081474e+15 -7.06110567e+14 -5.03974574e+13 2.03821509e+15\n", - " 2.14779600e+15 -7.29078490e+15 2.62141557e+15 8.47661435e+14\n", - " -1.81391594e+15 -1.75216191e+14 -2.67518135e+15 -2.75425760e+14\n", - " 9.40503677e+14 -3.02473138e+15 -1.59631865e+15 -4.81683088e+14\n", - " 1.97922159e+15 4.20669232e+14 -5.56450440e+15 3.43953139e+14\n", - " -4.39486741e+14 4.22421995e+15 1.05220831e+15 1.41620536e+15\n", - " -1.77934428e+15 2.39846913e+15 2.31442772e+15 1.06626949e+15\n", - " 1.82730903e+15 -9.00695304e+14 1.28212293e+15 4.95121087e+14\n", - " -2.66897949e+14 -1.04127948e+15 2.62281255e+15 -8.61687561e+14\n", - " -2.86495872e+15 -2.31759147e+15 -9.86208242e+14 -3.95631734e+15\n", - " 1.28686620e+15 1.66402360e+15 1.29740599e+15 -4.36433336e+14\n", - " -1.60701944e+15 9.05240002e+14 5.19649843e+15 4.20916967e+15\n", - " -3.99197045e+15 6.17338923e+15 9.08392926e+14 1.32279092e+15\n", - " 1.72751730e+15 -2.46845481e+15 6.06051637e+14 6.88070750e+14\n", - " -1.18138141e+15 1.76259097e+14 -1.46050598e+15 2.44911050e+15\n", - " -7.74371989e+14 5.26459621e+14 1.27925171e+15 -1.29894408e+14\n", - " 3.15570841e+15 1.71858806e+15 3.13125129e+15 4.82612208e+13\n", - " 4.77852208e+15 3.79951528e+15 -1.70768772e+15 1.81669920e+15\n", - " 2.53547580e+15 -9.45336982e+13 1.38752565e+15 1.66822297e+14\n", - " 4.02556130e+14 -1.20013575e+15 2.49249256e+15 1.72903224e+15\n", - " -1.90559218e+14 -6.98829883e+14 2.93279644e+15 -1.27189098e+15\n", - " 1.18575191e+14 -7.47312386e+14 -7.22970318e+14 -4.87468622e+14\n", - " -2.60005271e+14 7.00965838e+14 6.45734322e+14 9.89822235e+14\n", - " 1.40595260e+15 -1.38009719e+15 4.20071518e+14 1.12355417e+15\n", - " -1.39907566e+14 -2.02440182e+15 -2.18293216e+15 1.70111130e+15\n", - " -2.98598925e+15 2.09496401e+15 -5.73894506e+14 -1.27944389e+15\n", - " -2.48875856e+15 -6.30436414e+14 -1.31438513e+15 -1.53064297e+15\n", - " -7.69574146e+14 7.61146169e+14 2.09948906e+14 -5.55957401e+15\n", - " -1.67119692e+15 2.69557128e+15 9.68268173e+14 1.84928838e+15\n", - " 9.29494622e+14 -4.32714295e+15 -1.45777059e+15 1.62930061e+15\n", - " -1.24487150e+15 -1.02970750e+15 -1.16358676e+15 -1.90796800e+15\n", - " 1.02473533e+15 2.36717445e+15 5.97641179e+14 -1.41080037e+15\n", - " 1.83656417e+15 2.11792596e+12 1.97004654e+15 1.81058421e+15\n", - " 4.88923503e+14 -1.25454453e+15 6.90373100e+14 1.19762345e+15\n", - " 9.77882219e+14 7.88826958e+14 7.07819476e+14 1.04617733e+15\n", - " -1.98358504e+15 -2.46698422e+15 1.85196222e+15 2.78599413e+15\n", - " -1.06751790e+15 8.93728197e+14 8.23931108e+14 7.83680059e+14\n", - " -1.60629860e+15 3.73465464e+15 2.94408802e+14 -2.54737692e+14\n", - " -2.37839339e+13 -2.29594248e+14 5.04111956e+14 5.28755853e+14\n", - " -2.38183128e+14 -6.29349915e+14 1.02437572e+15 -1.21155793e+15\n", - " 1.12721376e+15 8.12964284e+14 -3.52657034e+14 1.38292929e+15\n", - " -6.84705224e+14 2.30255424e+15 6.45768489e+14 -1.56766198e+15\n", - " 1.77575822e+15 -1.13524614e+15 2.20797990e+15 -7.10061241e+15\n", - " -1.89144189e+14 5.65846764e+14 -1.42391157e+15 -1.91783697e+15\n", - " -8.73653143e+14 -2.18305842e+15 2.93255789e+14 -1.21240270e+15\n", - " 3.53721501e+15 -2.80792461e+15 -8.48046757e+14 -2.12046888e+14\n", - " 1.18914314e+15 1.85980148e+15 3.34864358e+14 -6.94985927e+14\n", - " 2.14587378e+15 3.03612197e+13 5.52300569e+14 1.67922218e+15\n", - " -1.91078661e+14 2.33927357e+14 -2.58040508e+14 -1.20515782e+15\n", - " -8.53153693e+14 -3.64737552e+14 -1.37128076e+15 1.13272716e+15\n", - " -9.01464043e+14 2.09662682e+15 3.62352531e+15 9.91556675e+14\n", - " -2.59129614e+15 -4.97937840e+14 1.59426632e+14 3.15769478e+15\n", - " -6.38383406e+14 -7.70087339e+14 -6.18007335e+14 2.59466617e+14\n", - " -2.12238605e+15 -2.28321419e+14 -4.19911807e+15 -1.84735352e+15\n", - " 1.13104956e+15 -3.94717690e+14 -9.67687072e+14 -2.35843950e+15\n", - " 1.22083294e+15 -7.59398312e+14 -2.93637688e+14 -4.42563304e+14\n", - " 1.03938629e+15 8.88822058e+14 -6.83513889e+14 1.37786560e+15\n", - " -1.91648254e+15 8.76167296e+14 8.37963613e+14 1.17074876e+14\n", - " -1.04663561e+15 -5.59783703e+15 -1.11815631e+15 8.63844479e+14\n", - " -1.80009715e+15 -1.44428631e+14 -1.04089868e+15 -7.29433304e+14\n", - " -2.27319071e+14 9.92078350e+14 -6.36264446e+14 1.58602614e+14\n", - " -1.61909078e+15 -5.55958994e+15 6.99482173e+14 -6.44992461e+14\n", - " -3.95810094e+15 -1.46544651e+15 -1.09937652e+15 -4.42773975e+13\n", - " 5.66875090e+14 1.17549582e+15 7.95977918e+14 -3.22872539e+15\n", - " 3.81807744e+14 -1.74314660e+15 2.65108653e+15 3.83046840e+14\n", - " -8.98318916e+13 6.29920545e+14 3.93845755e+14 1.40628652e+15\n", - " 6.13071630e+15 2.77326700e+15 2.77825629e+15 1.95443936e+14\n", - " 1.38550127e+15 1.47308534e+15 1.52060174e+15 -3.10960587e+14\n", - " 9.74342528e+14 1.86325147e+15 -5.33388855e+14 -3.33133863e+14\n", - " 4.63926668e+14 7.45359338e+13 5.33093988e+14 -8.34570528e+14\n", - " -8.30241839e+14 2.55894571e+14 -1.79918638e+15 -1.03172387e+15\n", - " -1.54065964e+14 -1.54103875e+15 -2.77202641e+14 -1.22680645e+15\n", - " -2.03862260e+15 -3.99606205e+14 4.56632057e+14 8.67114638e+14\n", - " 5.29299845e+14 -4.84472117e+14 6.02239328e+14 2.07627615e+14\n", - " 6.01729354e+14 -1.04808304e+15 -2.98478447e+14 1.75062947e+15\n", - " 4.39124900e+15 8.10956526e+14 8.53300977e+14 -1.29265754e+14\n", - " -1.22490755e+15 -1.02621233e+14 -5.81440889e+14 2.73186228e+15\n", - " -4.12438217e+15 -1.90786070e+15 9.63368022e+14 4.20810367e+14\n", - " -1.15339567e+15 6.92341881e+14 7.51499119e+14 5.92175980e+13\n", - " 6.73335715e+14 -1.47205960e+15 2.36487650e+15 -3.71116632e+14\n", - " -5.33431138e+14 -3.16200031e+14 -1.86490785e+15 2.43050630e+15\n", - " -1.16080021e+15 2.78372867e+15 7.29518562e+14 -1.37568295e+15\n", - " -1.21212391e+15 -4.00061489e+14 -1.39312128e+15 1.06744422e+15\n", - " -1.30612994e+15 7.94662662e+14 -6.06103072e+14 7.63855888e+14\n", - " 1.09707378e+14 -3.85653481e+15 -5.41164371e+14 -2.68187380e+15\n", - " -4.00978216e+14 -1.96385596e+13 5.56374382e+14 -1.53809491e+15\n", - " 1.04211460e+14 -2.04151167e+15 2.57386022e+14 -4.92943811e+14\n", - " 6.80959377e+14 -5.60393034e+14 1.44691536e+15 7.14342988e+14\n", - " 5.12228725e+14 -3.21577546e+15 1.94467141e+14 5.29259545e+14\n", - " -1.62421865e+15 -1.61446613e+15 -5.19337895e+14 -6.92101995e+14\n", - " -9.84680931e+14 -4.85935752e+13 3.11425956e+13 1.02607471e+15\n", - " 1.67188091e+15 9.01354137e+14 1.69329095e+13 -6.47897505e+13\n", - " -1.43702681e+15 9.01023114e+14 3.97017539e+15 9.65344442e+14\n", - " -3.35467796e+15 -2.85488114e+15 1.57655823e+15 9.08599692e+14\n", - " 1.83236577e+15 -4.36064257e+14 -5.37605659e+14 2.05768369e+15\n", - " -2.01295931e+15 1.59442412e+15 3.55552996e+14 1.17297245e+15\n", - " -9.72223881e+14 -5.20472176e+14 -2.50762935e+15 -1.27277189e+14\n", - " 1.79005542e+15 -3.16343635e+15 -2.65515123e+14 -1.58361388e+15\n", - " 4.30726871e+14 3.41098074e+14 -1.67766076e+15 -6.13072805e+14\n", - " 1.98267002e+15 3.66925999e+14 6.77622264e+13 -3.00884885e+14\n", - " 1.12303546e+15 4.85681339e+14 2.81480293e+15 2.46732872e+14\n", - " -2.09702872e+15 -9.69882272e+14 9.15260215e+13 -2.98125070e+14\n", - " -3.14478989e+15 -1.24617709e+15 -1.19435882e+13 2.74350724e+15\n", - " -1.65782467e+15 -1.45236408e+15 -1.34361822e+15 -1.64101503e+15\n", - " 1.68524112e+15 7.54077330e+14 -1.00798608e+15 1.08669821e+14\n", - " 5.96010883e+14 1.05463896e+15 1.09989053e+15 -2.39900471e+15\n", - " 1.51047325e+15 -2.65678392e+15 2.94962411e+14 4.53575336e+14\n", - " 1.31542558e+15 -1.75564169e+15 1.53450018e+15 3.81587631e+14\n", - " -1.76721912e+15 3.41692723e+14 2.27316348e+15 2.44071830e+15\n", - " 7.99112183e+14 -9.05356302e+14 8.79366830e+14 1.17790091e+15\n", - " -2.62490865e+14 -2.23916098e+15 7.20077376e+14 -2.32285041e+15\n", - " -7.51256970e+14 9.15628250e+14 -5.61717969e+14 -3.47150614e+14\n", - " 1.17770015e+15 1.21339059e+14 -1.83825490e+15 -3.98446634e+14\n", - " -3.94066142e+14 4.55836339e+14 -5.32424911e+14 -3.47765670e+15\n", - " -3.35025625e+13 2.54067028e+15 1.05467149e+15 -2.55367194e+15\n", - " -7.57102818e+14 3.80395531e+14 2.78215767e+13 -8.58930356e+14\n", - " -2.48192760e+14 5.11486438e+14 -9.30191835e+14 1.64740723e+14\n", - " -2.19347557e+14 1.50023922e+15 8.74951846e+14 -1.05696865e+15\n", - " 1.73007094e+15 -2.08612301e+14 2.25761681e+15 -4.06771744e+14\n", - " 6.57212084e+14 -9.23208835e+14 -1.06091338e+15 1.14228905e+15\n", - " -1.59986462e+15 4.08258823e+14 3.29265574e+15 8.66688911e+14\n", - " -2.19653043e+15 -7.13892817e+14 -1.56864462e+15 7.12242861e+14\n", - " 4.26527259e+14 1.17931383e+15 -6.53140991e+13 -1.82239744e+14\n", - " 1.53275667e+14 -2.49549124e+13 -4.63217341e+14 1.63463547e+15\n", - " -2.87296277e+14 5.42365718e+14 2.83014491e+14 -7.99552553e+14\n", - " 9.07901033e+14 -1.58912427e+15 3.32480089e+14 1.64538614e+15\n", - " 1.71498541e+15 6.74061940e+14 -9.39035935e+14 -1.87748192e+14\n", - " -2.63895140e+14 8.71708544e+14 1.77881758e+14 1.19920376e+15\n", - " -4.27257319e+14 -8.18762137e+14 1.31489324e+14 2.36242051e+14\n", - " -1.90983882e+13 -7.49211556e+14 2.70481878e+15 -1.42821721e+14\n", - " -6.30138602e+14 -1.13860613e+15 1.98427517e+15 1.27806746e+15\n", - " 6.09035169e+14 -9.28328079e+14 -7.62158056e+13 -7.37199587e+12\n", - " 7.92389463e+14 -4.98954075e+14 8.56232497e+14 4.03736149e+14\n", - " 4.70541739e+14 -5.46980410e+14 -1.06258224e+15 1.11084119e+15\n", - " 1.76051289e+14 8.15891264e+13 2.05121412e+14 -1.99232117e+15\n", - " -1.47954708e+15 -1.18599281e+15 4.52577591e+14 2.75535583e+14\n", - " -2.22478581e+14 -5.43565293e+14 4.47891853e+14 1.00218191e+15\n", - " 1.16159555e+15 -1.13911713e+14 6.35281077e+14 3.60183290e+14\n", - " 7.91043363e+14 -8.82339697e+14]\n", "Found 1912 total galaxies in catalog for cluster 22630\n", - "[-5.91176269e+14 -1.11716751e+15 3.12038296e+15 ... -1.87750310e+15\n", - " -3.08836601e+14 -1.30095451e+14]\n", "Found 942 total galaxies in catalog for cluster 17777\n", - "[-1.98072402e+15 -7.36460273e+13 8.82990760e+14 -2.22119563e+15\n", - " -3.30053367e+15 -1.55939047e+15 6.50048087e+14 -4.36850875e+15\n", - " 3.89918132e+15 -7.84338304e+14 -7.06539384e+14 5.02631975e+14\n", - " 1.46766485e+15 1.07445510e+15 -1.42627855e+15 -5.78211816e+15\n", - " -1.88993248e+14 -1.48187733e+15 9.58664860e+14 5.95374840e+14\n", - " -2.57472364e+15 1.83478092e+15 1.22654058e+15 -2.31659825e+15\n", - " 2.98323583e+15 1.69219885e+15 9.29484423e+14 1.33037952e+15\n", - " 1.15680280e+15 -2.94807020e+14 -1.93582814e+15 5.10403187e+15\n", - " -2.73042393e+15 -2.44092987e+14 5.39226750e+14 3.99715740e+14\n", - " -2.74995834e+15 1.40129277e+15 -3.25628660e+14 -9.19731781e+14\n", - " 9.96370777e+14 -4.18263382e+13 1.19873516e+15 -8.90609309e+13\n", - " 1.33779971e+15 -5.84208536e+15 -2.39549095e+15 1.82190923e+15\n", - " 9.18113006e+14 1.69431747e+15 -1.36321448e+15 1.90171649e+14\n", - " 2.98210483e+15 -2.20420926e+15 1.11569580e+15 2.44276146e+15\n", - " 2.01581514e+15 4.17110047e+15 -1.49342066e+14 4.05252915e+15\n", - " -3.98176828e+15 2.41164168e+15 -1.75065315e+15 1.16596601e+15\n", - " 6.34532099e+13 -1.93701947e+15 3.99323819e+15 -2.38509612e+15\n", - " -4.57655274e+14 -1.64511841e+15 -1.24972846e+15 6.51299798e+14\n", - " 1.60904442e+15 4.38263174e+15 1.19863660e+15 -2.93715614e+15\n", - " -3.47300983e+14 2.49410066e+15 2.32424446e+15 -6.23438206e+14\n", - " 3.13448956e+14 1.12297986e+15 -2.54426670e+15 9.55469731e+14\n", - " 2.51980984e+15 -2.90723013e+15 -1.32117140e+15 2.73345029e+15\n", - " -2.95289637e+14 -1.63053664e+15 -3.59540737e+14 -1.11121821e+15\n", - 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-9.03896748e+14 4.01239361e+14 1.81809383e+15\n", - " 2.57803230e+15 3.83409851e+14 -1.03084019e+14 -5.57051107e+14\n", - " -4.22033505e+14 3.19715572e+15 -1.36845480e+15 1.03500730e+15\n", - " -9.79584913e+14 5.54917646e+15 -1.10688109e+14 4.78035252e+14\n", - " 1.44376730e+15 -3.14098074e+15 -1.15161736e+15 -8.21358450e+14\n", - " -1.12463282e+15 2.97286717e+15 -1.70903375e+15 -2.64024263e+15\n", - " 4.70479080e+14 1.32773830e+15 3.93449625e+15 -8.26174318e+14\n", - " 1.50458885e+15 7.40029410e+12 -1.14605239e+15 -3.14356896e+15\n", - " -1.93500856e+15 -2.98393415e+15 -5.92045094e+14 1.01624543e+15\n", - " -1.18447088e+15 2.77852307e+15 -3.96466496e+14 1.92763364e+15\n", - " 9.44844405e+14 -2.32543348e+14 -7.38707497e+13 2.03587232e+15\n", - " 4.30601368e+14 9.80884339e+14 -1.96661640e+14 1.44713233e+15\n", - " -4.39573581e+14 2.72642166e+15 1.21521040e+15 -4.74290512e+14\n", - " -1.01734720e+15 1.02047323e+15 -1.35631210e+15 3.67443175e+15\n", - " -9.07291877e+14 1.07148112e+15 -8.07306865e+13 2.28652193e+15\n", - " 1.79760168e+15 2.79876364e+13 -1.10551003e+15 -2.31877916e+15\n", - " -8.86119827e+14 2.18625367e+15 -1.54322498e+15 2.28321887e+15\n", - " 5.21119326e+14 2.75841315e+14 -3.04946875e+15 7.94724910e+14\n", - " -9.69045902e+14 1.46892938e+15 8.87060070e+14 -4.10750608e+14\n", - " -3.35856018e+14 -6.14049900e+14 -1.33344703e+15 -2.57544779e+15\n", - " -2.01489507e+14 1.12218897e+15 4.22072723e+15 -4.29951142e+13\n", - " 4.29011451e+14 2.37688530e+15 2.74673033e+15 1.82393798e+15\n", - " -1.39351046e+15 2.96665294e+14 1.00389687e+15 2.18270665e+14\n", - " -8.27476990e+14 -1.06031887e+15 -7.85043153e+14 3.10623830e+15\n", - " 5.56655537e+14 2.91206532e+14 2.89993201e+14 2.42511907e+15\n", - " 1.86344633e+15 1.27149808e+15 -3.40253136e+15 -1.77951365e+15\n", - " 1.33434448e+15 -9.81003076e+14 -9.38986862e+14 -1.50142962e+15\n", - " 3.58742055e+14 1.21637989e+15 1.45486891e+15 -2.10404127e+15\n", - " 6.92134554e+14 -2.52384000e+15 1.89946426e+15 2.09148655e+14\n", - " 4.45070028e+14 -8.99774505e+14 4.05204483e+14 7.49958957e+14\n", - " -6.37296731e+14 -3.71759188e+14 3.73971940e+14 2.65285061e+15\n", - " -4.48632601e+14 -1.43627264e+15 -1.10274654e+14 9.05560126e+14\n", - " -5.76598668e+14 -8.08394723e+14 -2.54045061e+15 -2.23331816e+15\n", - " -1.85976112e+15 -2.43381305e+14 -1.05619757e+15 -3.21741843e+14\n", - " 8.40549542e+14 -1.29386026e+15 1.28587298e+15 7.67155607e+14\n", - " 1.27469382e+15 1.45039772e+14 -2.79504977e+15 6.67136395e+14\n", - " 2.92795909e+14 -5.39910826e+13 2.08634660e+15 -1.31253686e+15\n", - " -7.35376561e+14 -9.30274823e+14 -6.05604690e+14 -1.98844461e+15\n", - " -2.71054654e+15 5.45485929e+14 -6.70517749e+14 1.76065868e+15\n", - " 1.87884743e+14 1.57936925e+15 3.90240462e+15 2.46709024e+15\n", - " 2.79798928e+15 1.69612311e+15 -8.57373795e+13 1.23614812e+15\n", - " 6.09812679e+13 4.41954360e+14 -2.32184955e+15 1.89392441e+15\n", - " -1.88775882e+15 1.14474536e+15 1.37477277e+15 -6.74519049e+14\n", - 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-2.85112525e+13 1.05568070e+15\n", - " 8.45300853e+14 1.81125914e+15 9.89216000e+14 7.65070075e+14\n", - " 2.50062738e+15 7.54628572e+12 -2.14028614e+15 -2.08155041e+15\n", - " -5.22858476e+14 4.52695424e+13 -7.99909566e+14 -1.06904586e+15\n", - " -1.67129762e+15 9.89897870e+14 -1.21223246e+15 5.80496712e+14\n", - " -1.36727093e+15 2.09829028e+14 -8.86560453e+14 3.87127920e+14\n", - " 1.65193464e+15 1.36958070e+15 -7.84483416e+14 2.06591699e+14\n", - " 1.94160457e+14 -1.88364065e+15 -1.06278785e+15 -1.15665774e+13\n", - " 2.73910099e+15 -6.81174815e+14 -6.93189962e+14 -4.44835747e+14\n", - " -5.36626621e+14 1.82130226e+15 2.51492793e+14 1.51437748e+15\n", - " 4.82043593e+14 9.14186679e+14 1.29600187e+15 6.86161090e+14\n", - " -2.32386518e+15 -1.98670292e+14 6.94126102e+14 4.87153704e+14\n", - " 1.31555113e+15 2.58059295e+15 -2.65311917e+14 3.11660374e+14\n", - " 4.46012936e+14 -3.99922608e+14 4.20339158e+14 4.11977482e+12\n", - " 5.09009664e+14 5.91344749e+14 -5.80173775e+15 1.13407604e+15\n", - " 1.25019431e+15 -4.51020814e+14 -1.17520023e+14 -7.25919049e+14\n", - " 9.65869873e+14 -9.33708560e+13 -1.14283839e+15 -8.80869085e+14\n", - " -8.99712488e+14 -6.94447694e+14 -2.20681132e+14 1.70842215e+14\n", - " -7.21541116e+14 2.00471114e+14 1.81087276e+15 -2.20215138e+15\n", - " 1.59761959e+14 -1.39787219e+15 -5.98719239e+14 1.04708440e+15\n", - " 1.47712665e+15 -5.45060302e+14 -2.81804946e+15 -1.32872234e+15\n", - " -2.71963375e+14 -6.98163438e+13 -1.06802778e+15 -3.75341526e+14\n", - " -1.05608675e+15 -4.80222781e+14 -4.13210237e+14 -6.90626571e+14\n", - " -2.04345680e+15 2.31679373e+15 6.04810264e+14 6.30144947e+14\n", - " 2.40928147e+14 -4.89887661e+13 7.94579594e+14 4.99101679e+14\n", - " 2.62776694e+15 -1.82260975e+15 2.58843913e+14 -1.03806316e+15\n", - " 4.88557365e+14 -2.43119577e+15 3.17173235e+14 -7.99758217e+14\n", - " 1.24043629e+15 -6.62121079e+14 5.50338407e+14 7.67143432e+14\n", - " 3.39012454e+14 -2.54530757e+14 1.84140720e+15 7.76476251e+14\n", - " 1.01292496e+15 -1.78829059e+15 -5.11503543e+14 1.13936005e+14\n", - " 1.71491894e+15 -9.38589811e+14 -9.19234307e+14 1.04728969e+14\n", - " -1.09532771e+15 -2.31689598e+15 1.59729388e+15 1.60352778e+15\n", - " 1.36589047e+15 -6.88785087e+14 1.52160306e+15 4.91078728e+14\n", - " 2.30865592e+15 -2.82569294e+14 2.73518040e+14 1.66408908e+15\n", - " -1.54105154e+13 -1.89562510e+14 4.61945831e+14 -5.31069716e+14\n", - " 2.11864661e+14 -7.35464642e+14 2.26316063e+14 -9.26622096e+14\n", - " -1.16026906e+15 1.58815742e+15 -3.42756350e+15 9.58522038e+14\n", - " 1.61429109e+15 -5.69008922e+14 -8.74616356e+14 5.03714148e+14\n", - " -1.04992034e+13 1.42105099e+15 -1.65371427e+14 4.39449950e+14\n", - " -1.53405042e+14 -1.08907274e+15 8.19674149e+14 -7.03396692e+14\n", - " 6.09389372e+14 -5.26642104e+14 6.22354240e+14 1.60677263e+15\n", - " -2.51941315e+15 7.59919050e+14 -6.75092307e+14 1.30003475e+15\n", - " -5.07715154e+14 1.76544986e+15 -2.32747888e+15 -4.40375822e+13\n", - " 4.26428039e+14 -5.94087387e+13 -1.84554305e+15 3.43491599e+14\n", - " 1.13000424e+15 8.24295514e+14 1.49031849e+15 1.84194720e+15\n", - " 1.12483176e+15 1.41699558e+15 7.26808819e+14 2.50399391e+15\n", - " 6.99054237e+14 2.00031932e+14 1.66539239e+15 4.45104745e+14\n", - " 9.19860455e+14 -1.35612852e+15 7.61061310e+14 1.18923123e+15\n", - " 1.00714240e+15 -1.68024028e+15 -1.31355005e+14 -3.46335838e+14\n", - " 8.13200706e+14 1.30625215e+15 -2.56655251e+15 -7.04709610e+14\n", - " 2.83142602e+14 3.83588640e+12 1.81304284e+15 -6.66930725e+14\n", - " 9.34135120e+13 8.83297948e+14 2.64133238e+14 -9.34901806e+14\n", - " -7.82962306e+14 8.08916778e+14 -1.96537629e+15 -6.43056303e+14\n", - " -1.04915424e+15 7.52068689e+13 -3.58603637e+14 -1.68975209e+15\n", - " 9.96994035e+14 2.04667251e+14 -5.28735640e+14 6.41760067e+14\n", - " -1.46534885e+15 -1.17378566e+15 1.35137093e+15 -9.13204068e+14\n", - " -2.68757048e+13 -4.34805032e+14 4.54047552e+14 5.99925073e+14\n", - " 1.99907373e+14 -1.52169841e+15 1.00018201e+15 9.10996337e+14\n", - " 1.31172947e+15 3.67905469e+15 -1.57892117e+15 3.91809183e+14\n", - " 3.97757098e+14 -9.55936484e+14 -4.84002630e+14 -1.24465410e+15\n", - " 5.35066619e+14 1.72923785e+15 -8.89981536e+14 3.68557726e+14\n", - " -9.81703667e+13 -1.05819919e+15 4.94665278e+14 -4.71623833e+14\n", - " 1.55308885e+14 1.16148593e+15 -1.53520816e+15 -4.76271536e+14\n", - " 9.46864337e+13 1.08314051e+15 -6.08425361e+14 -5.92703427e+14\n", - " 1.48237288e+13 -4.91184908e+14 -9.04264635e+14 7.31952868e+13\n", - " -7.17798529e+14 1.11983391e+15 7.63826416e+14 2.99041674e+14\n", - " 1.09266281e+15 1.27316872e+15 4.33834837e+14 -9.10839498e+14\n", - " -5.76676623e+14 -5.94671979e+13 -1.73327017e+14 -5.58768080e+14\n", - " 1.03655890e+15 3.73904788e+14 1.64486357e+14 5.23721437e+14\n", - " 7.65951194e+14 4.90391216e+14 3.41709447e+14 -8.29877974e+14\n", - " -3.67005239e+14 -3.29413005e+14]\n", "Found 2126 total galaxies in catalog for cluster 33569\n", - "[-2.84261504e+15 1.60573858e+14 3.95545615e+15 ... -2.42692387e+14\n", - " -7.64237988e+14 -1.55854189e+13]\n", "Found 1969 total galaxies in catalog for cluster 39996\n", - "[-1.96607851e+14 -4.49030264e+14 1.45237847e+15 ... 2.26368561e+14\n", - " -5.21978404e+14 -7.30040820e+14]\n", "Found 3464 total galaxies in catalog for cluster 37007\n", - "[ 2.71421785e+15 -1.43301458e+15 1.15003338e+15 ... -5.79480946e+14\n", - " 3.40710498e+14 4.74355030e+14]\n", "Found 4503 total galaxies in catalog for cluster 25937\n", - "[ 9.25147277e+14 -2.69775671e+15 -1.34482615e+15 ... 7.80236091e+14\n", - " 6.74363482e+13 -2.99705283e+14]\n", "Found 1258 total galaxies in catalog for cluster 24386\n", - "[ 1.95778387e+15 1.61987255e+15 5.60387397e+14 ... 3.54061937e+14\n", - " -1.59645279e+14 -1.04719978e+14]\n", "Found 4662 total galaxies in catalog for cluster 44685\n", - "[ 1.28177060e+15 -3.59470002e+14 2.58305350e+15 ... -6.69270800e+14\n", - " 3.98270037e+14 4.57600305e+14]\n", "Found 2258 total galaxies in catalog for cluster 48725\n", - "[ 7.23120955e+14 1.64556902e+15 2.61582601e+15 ... 1.36560454e+15\n", - " 1.08082426e+15 -6.42765631e+14]\n", "Found 1761 total galaxies in catalog for cluster 27260\n", - "[ 6.21959487e+14 -1.30428875e+15 1.61828069e+15 ... -8.52518552e+14\n", - " -1.10207881e+15 -4.45055628e+14]\n", "Found 1011 total galaxies in catalog for cluster 35316\n", - "[ 3.01106793e+14 4.25032009e+15 -1.27573569e+15 ... 2.84972609e+15\n", - " -7.78603282e+14 3.44976559e+14]\n", "Found 872 total galaxies in catalog for cluster 59428\n", - "[ 1.02594081e+15 -9.90036417e+14 -2.32862261e+15 -3.22695346e+15\n", - " 1.19827245e+15 -3.16520558e+14 1.43518292e+15 -1.69115617e+15\n", - " -5.61455311e+15 -4.44474700e+14 8.10253496e+14 4.70868435e+14\n", - " -7.95107655e+15 -3.38539757e+15 -2.50960756e+14 6.91010131e+14\n", - " -2.15743200e+15 1.69773835e+15 -3.78139857e+14 1.41326490e+15\n", - " -1.78096924e+15 3.20911883e+15 -3.22654863e+15 3.32620298e+15\n", - " 4.07664052e+15 -1.20065782e+14 -3.05387814e+15 1.51852667e+15\n", - " -1.87719772e+15 -2.62331868e+15 -3.11513808e+14 -3.95097642e+14\n", - " -6.63047355e+15 7.62684077e+15 -2.58217751e+15 -3.88609343e+15\n", - " 5.36307857e+14 2.26076302e+15 1.21742627e+15 1.29530969e+15\n", - " 1.93310164e+15 2.35866327e+15 -2.57205490e+15 4.64205298e+14\n", - " -3.49805417e+14 9.76820625e+14 -3.38751944e+15 5.21536038e+14\n", - " -2.58549377e+15 -4.02563069e+15 -1.91991835e+15 -1.02182866e+15\n", - " -2.99521896e+15 -3.68780852e+14 6.00385620e+14 5.38749303e+15\n", - " -3.14683846e+15 -2.01946477e+15 1.03909940e+15 -5.80255368e+15\n", - " 5.46307155e+15 -2.07428061e+15 -2.48586686e+15 2.14231080e+14\n", - " 5.69889948e+14 2.61201309e+15 5.54339803e+14 5.24095313e+15\n", - " 5.83071100e+15 2.72662116e+15 2.71916843e+15 3.61730068e+15\n", - " -1.45097297e+15 8.79487762e+14 -3.49853858e+14 -5.70572721e+14\n", - " 1.45513114e+15 -4.12640553e+13 -2.87998183e+15 3.47426350e+14\n", - " -1.82278636e+15 -9.68281647e+13 -1.07037189e+15 1.22118059e+15\n", - " 1.23828522e+15 -3.91885146e+15 -1.21424569e+14 -3.14673034e+14\n", - " -2.10617145e+15 -3.00579848e+15 -6.64354954e+14 -4.17893112e+14\n", - " 1.04789652e+15 -3.46522413e+15 -2.01177478e+15 -1.46316937e+15\n", - " -6.16825711e+14 2.63034190e+15 2.36645862e+14 1.28422638e+15\n", - " -2.02455417e+14 1.15797202e+15 3.28766880e+15 -2.25879421e+15\n", - " -3.47940286e+14 1.11813951e+15 4.88355436e+14 1.77837559e+15\n", - " -2.55567953e+15 2.84872245e+15 3.64085568e+14 5.45090722e+14\n", - " -1.95354593e+13 7.86184869e+14 9.88693304e+14 -3.07101017e+15\n", - " -1.41358994e+15 -4.26997480e+15 -8.46322983e+14 6.11218084e+14\n", - " 2.69171427e+15 -4.50070669e+13 -4.29317913e+14 -4.26326441e+14\n", - " -9.54896326e+13 -1.79500989e+15 -4.25737920e+14 -1.33527259e+15\n", - " 8.80462800e+14 -2.73243469e+14 5.88439568e+14 -1.16303864e+15\n", - " -1.20575987e+15 -3.45990801e+15 -1.93193682e+15 1.07962810e+15\n", - " -1.51075858e+15 1.35560613e+15 4.27280524e+15 -5.81721581e+14\n", - " 8.09648853e+14 3.46054243e+15 3.24425194e+14 -1.07660836e+15\n", - " 2.06783400e+14 2.92755041e+14 2.17401835e+15 2.71311943e+13\n", - " -2.70111866e+15 -2.23559113e+15 5.28498268e+14 -1.55599171e+15\n", - " 1.80528153e+14 1.38058935e+15 3.92914017e+15 1.05515911e+15\n", - " -2.17061498e+15 2.02697331e+15 -5.72193609e+14 -3.92090589e+15\n", - " 8.26436627e+14 7.93779004e+14 1.92601734e+15 2.37174074e+15\n", - " 1.97919452e+14 -5.78039699e+14 1.41820372e+15 -3.34497170e+14\n", - " -3.15143330e+15 5.41855616e+13 -6.26847974e+13 -4.15377329e+14\n", - " 1.09530781e+15 -3.12711223e+15 -1.01580772e+15 1.78985795e+15\n", - " 3.25574395e+14 -1.68690130e+15 -3.44034821e+15 1.33485523e+15\n", - " 2.23788758e+15 6.77197164e+15 -9.66681591e+14 -1.72506076e+15\n", - " -1.94546344e+15 -9.59503761e+14 5.17374475e+14 -3.69491778e+15\n", - " -1.76951722e+14 1.97017640e+15 -3.10671195e+15 1.67110026e+15\n", - " -5.50800055e+15 6.52196584e+14 -1.31185952e+15 3.23812547e+14\n", - " -2.11282841e+14 -4.44809543e+14 -6.46676606e+14 -4.15184998e+14\n", - " 6.56737416e+14 6.38576094e+14 1.64428486e+15 -6.69329032e+14\n", - " -2.28307618e+14 -9.23638324e+13 -2.70804714e+14 1.34923359e+14\n", - " -1.87177880e+14 3.08813176e+14 -5.38355666e+15 -5.36310884e+13\n", - " 2.46607743e+15 6.65620229e+14 -4.33046645e+14 -2.16552385e+15\n", - " -3.13490730e+15 -2.98750688e+14 -1.01109004e+15 -3.33051873e+15\n", - " 5.68808595e+14 1.23824969e+15 1.29277882e+15 9.23569548e+14\n", - " 3.01217399e+14 -8.74852939e+13 -1.92909935e+15 -2.85147787e+15\n", - " -2.83998311e+15 9.23969312e+13 -3.21239415e+14 1.61789537e+15\n", - " -1.22865724e+15 -1.73579485e+15 2.26041745e+14 1.02223015e+15\n", - " 3.77469438e+14 -1.84034673e+15 -1.69827278e+15 -3.08628015e+15\n", - " 2.41429903e+15 2.00684996e+14 1.38096431e+15 -1.53184150e+14\n", - " -4.65757810e+14 1.68938046e+15 -5.26468568e+14 -1.60983416e+15\n", - " 2.07070829e+15 7.38005524e+14 -2.00396696e+14 2.86821948e+14\n", - " 1.49577306e+15 -7.01757037e+14 1.25391857e+15 -8.63429902e+14\n", - " 1.75595052e+15 -9.22486254e+14 2.04584311e+15 2.13566770e+15\n", - " -4.81240361e+14 -6.68528693e+14 1.63319597e+15 -1.25103349e+15\n", - " -1.53365788e+15 -1.90251033e+15 -1.48526292e+15 -1.22281531e+15\n", - " -8.75680215e+14 -4.22006736e+14 2.37698310e+15 4.23263778e+15\n", - " -1.52698500e+15 -2.77683062e+14 7.69677833e+14 -8.15028048e+14\n", - " 1.35840064e+15 -1.25377623e+15 3.54494710e+14 -3.70092458e+13\n", - " -3.25053834e+15 1.31229141e+15 2.20870653e+15 -8.79161753e+14\n", - " -1.13468211e+15 -2.78254809e+15 -3.43558355e+14 1.05856047e+15\n", - " 1.72925818e+14 7.66499232e+14 -1.03900367e+15 1.89824228e+15\n", - " -1.33952504e+15 -6.93905753e+14 -3.85378707e+14 -1.19812494e+15\n", - " 2.15664203e+15 3.53605863e+14 -1.54138071e+15 1.42646488e+15\n", - " 1.93985710e+15 -3.54597295e+15 5.71257336e+14 -7.75958430e+14\n", - " 1.61805229e+15 8.96231286e+14 -4.29957591e+14 -1.28127375e+15\n", - " -1.01758115e+15 -5.08400797e+12 5.37729161e+13 1.24157749e+15\n", - " -1.68055764e+15 -1.70907520e+15 -1.26187086e+15 4.92493085e+15\n", - " -2.86105716e+14 -4.85354143e+14 -5.67792604e+14 8.99008161e+14\n", - " -3.78227008e+14 -7.63696195e+14 -1.03734144e+15 -4.15295312e+14\n", - " -2.96782062e+15 2.39974368e+15 -5.11992531e+14 1.18220428e+15\n", - " -4.37598511e+14 1.65542788e+15 2.26499021e+15 2.65941711e+14\n", - " -8.72193377e+14 -1.37882830e+14 -4.27312282e+13 3.67964275e+14\n", - " 1.09676274e+15 1.89124456e+15 -3.67216460e+14 -5.54887961e+14\n", - " 3.59354500e+14 -2.62695000e+14 -8.21084637e+14 -2.22625081e+14\n", - " -3.02109262e+15 -2.03741621e+15 -1.95633307e+15 2.97059544e+15\n", - " -6.59411301e+14 -1.11587746e+15 -1.43465521e+15 -9.36041178e+14\n", - " -9.14391271e+14 -1.73071196e+15 -1.72377693e+15 6.70420697e+14\n", - " -3.71738605e+14 -2.11769622e+15 4.02715616e+14 -6.04168329e+12\n", - " 1.53763170e+14 -3.47163980e+14 -3.19389766e+14 1.71590789e+15\n", - " -1.32411241e+15 -8.25060656e+14 -2.12710307e+14 1.42754968e+15\n", - " -1.40002099e+15 2.20560961e+15 2.61430464e+15 -3.19787190e+14\n", - " 2.71471254e+14 6.68560626e+14 1.06510895e+15 7.25834057e+14\n", - " 3.19095787e+15 7.22192907e+13 9.01824838e+14 -2.36228169e+15\n", - " -1.59715962e+15 5.89140418e+14 -1.12374745e+15 3.99694292e+14\n", - " 1.17566919e+15 -5.88624206e+14 1.98150072e+15 -7.82103513e+14\n", - " 6.53052251e+14 -1.25600803e+15 -1.12884202e+15 -1.94838285e+15\n", - " 2.29746791e+14 -2.81040517e+15 -4.49014063e+14 -2.19836576e+15\n", - " 8.51482899e+14 8.30391547e+14 1.97442171e+15 1.73337602e+15\n", - " -1.28403635e+15 2.69432479e+15 2.74528742e+14 -1.12177177e+14\n", - " 1.37045827e+14 7.40683829e+14 -7.18929600e+14 2.12323896e+14\n", - " -1.33842857e+13 2.10183158e+15 -5.58518246e+14 3.56610966e+14\n", - " -1.03061530e+15 2.99684576e+15 -2.00695924e+15 -1.24774250e+15\n", - " -1.01488945e+15 -3.58559758e+14 -1.30163720e+15 1.48895067e+15\n", - " -8.67339865e+14 -2.02351308e+14 2.36885419e+15 -2.66760585e+15\n", - " 1.29671059e+15 -1.71924434e+15 -1.48382110e+15 1.97625256e+14\n", - " 8.57507378e+14 2.28760798e+14 1.05798912e+15 1.20270206e+15\n", - " 2.36984330e+15 -7.32802954e+14 1.47056239e+15 9.36210736e+14\n", - " -3.92018611e+14 -9.93717753e+14 6.26392880e+13 1.76104998e+15\n", - " 2.78388957e+15 -2.30871876e+14 -5.97647148e+14 4.23887219e+14\n", - " 3.04255070e+14 -3.24287241e+15 -2.00711865e+15 1.62194781e+14\n", - " -6.45885048e+14 -4.32035103e+13 9.55025752e+13 2.49843964e+15\n", - " 8.11611987e+14 5.41150669e+14 -8.45677629e+14 2.61403053e+15\n", - " 5.25611294e+14 7.16158896e+14 -5.06196120e+14 -3.30622053e+14\n", - " 2.35165148e+15 -5.04592946e+15 -1.48287115e+15 -9.92127168e+14\n", - " -4.04188358e+14 -2.90723390e+14 6.67898571e+14 -4.52586354e+15\n", - " -2.11286743e+15 -8.72499596e+14 -9.22581918e+14 8.92073200e+14\n", - " 4.55344731e+14 1.61299946e+15 1.93766061e+15 -1.68411047e+15\n", - " 1.54111444e+14 2.98042324e+15 2.31946924e+14 -4.30996588e+14\n", - " -6.66475233e+14 5.12780796e+14 -9.43306661e+14 -2.55001228e+15\n", - " -4.43469960e+14 5.76131119e+13 -6.28984136e+14 1.94471193e+14\n", - " -5.58552916e+14 -4.32723732e+15 1.67450366e+15 -4.68597971e+14\n", - " -1.35735709e+15 1.08040767e+15 6.17678685e+14 6.66165178e+14\n", - " -1.41196703e+15 5.24275806e+14 9.63056141e+14 4.23366849e+14\n", - " 8.31108235e+14 -1.16492450e+15 7.43656964e+14 -2.15825325e+15\n", - " -1.79596056e+14 2.85049048e+14 1.67386469e+15 1.44373478e+15\n", - " 8.66648765e+14 -2.13780292e+15 1.07821388e+15 3.24648459e+14\n", - " -9.66404408e+13 -1.39637275e+15 5.33357111e+14 6.14316904e+14\n", - " 1.05076688e+15 -6.88527427e+13 2.13791952e+15 4.66283028e+14\n", - " 1.23802919e+14 2.22825343e+14 2.95551722e+14 9.65441343e+13\n", - " 7.98662589e+13 1.38308503e+14 -3.93746846e+15 -6.32243598e+14\n", - " 7.23403249e+14 -4.83267483e+15 -5.46362456e+13 7.50265159e+14\n", - " -2.68418433e+15 -1.44692092e+15 -5.49160856e+14 3.89361738e+15\n", - " 1.94141895e+15 -1.79840864e+15 -9.20466606e+14 -9.15938548e+13\n", - " -8.21671859e+14 1.19283983e+15 1.59686383e+15 -2.73511340e+14\n", - " 2.26825393e+14 1.72302780e+15 4.33136495e+14 2.53048573e+15\n", - " 4.19936875e+14 7.58242048e+14 -2.15271227e+15 3.15610838e+14\n", - " 1.94366608e+15 -1.99756834e+15 4.88956886e+14 1.55723071e+15\n", - " 2.18061301e+14 -2.19906433e+14 1.02497483e+15 -6.70224864e+14\n", - " 1.57473109e+15 -3.42120835e+15 -1.91050176e+14 -1.11718919e+15\n", - " 6.38297920e+14 1.41820714e+15 -9.92807497e+14 -2.67431455e+14\n", - " 1.40130770e+14 -2.51079980e+14 2.60456835e+14 2.37952766e+15\n", - " 1.57550736e+14 1.51760486e+15 -1.88982705e+15 -1.69227456e+15\n", - " 9.73349134e+14 1.13056226e+15 1.54142960e+15 5.08681861e+13\n", - " 3.58773605e+14 -2.66416695e+14 -7.71172474e+14 8.53408540e+13\n", - " 1.99387556e+13 -1.38719665e+15 -1.78812363e+15 -9.19950600e+14\n", - " -1.97579399e+15 -1.28236279e+15 -2.34410507e+15 1.39541235e+14\n", - " 9.43678091e+14 -1.48735532e+15 2.80831657e+14 2.94795373e+14\n", - " 2.36101632e+15 5.90419468e+14 -1.08744728e+15 1.57402501e+15\n", - " -7.98444568e+14 -2.07854548e+15 1.85767205e+15 -1.29785296e+15\n", - " 6.72320302e+14 4.93025120e+14 -1.31957833e+14 6.83719587e+13\n", - " 6.55584933e+14 -1.31557346e+15 2.05096853e+15 -7.69449034e+14\n", - " -9.21719436e+13 2.34791169e+15 -6.84776987e+14 -7.16526200e+14\n", - " -4.61452401e+15 -4.11454882e+14 -1.71848490e+14 7.68726435e+12\n", - " 1.42645995e+15 3.28751976e+15 6.55386724e+13 1.05673020e+15\n", - " 2.19294707e+14 -3.87350079e+14 1.60379530e+15 -1.76629784e+15\n", - " -1.92652768e+15 2.43269253e+15 -1.27779223e+15 3.55393053e+14\n", - " 2.39760571e+14 1.75904130e+15 1.10781455e+15 5.45269696e+14\n", - " -1.42750361e+14 -1.62788983e+15 2.70735453e+15 2.08886549e+14\n", - " -8.93136353e+14 -9.49527018e+14 5.04846088e+14 3.20616870e+15\n", - " 5.42526843e+14 1.41519012e+15 1.07910821e+15 -2.75352949e+14\n", - " -3.50593381e+14 -1.38209058e+15 -1.44319732e+14 -6.89398405e+14\n", - " -1.72698249e+15 1.24627497e+15 -7.97230956e+14 1.56221463e+15\n", - " 1.51248814e+15 -1.14284883e+15 1.06317147e+14 2.20862236e+14\n", - " 6.44362305e+14 -7.57435427e+14 -7.50342783e+13 9.59955781e+14\n", - " -2.56795398e+14 3.65225561e+14 3.77465260e+14 -1.18338753e+14\n", - " 8.73549429e+13 7.54803439e+14 -6.49078693e+14 1.34210521e+15\n", - " -1.58135796e+15 -7.02016646e+14 1.77134322e+15 -6.01228625e+14\n", - " -1.17643627e+15 4.21597291e+14 9.70247201e+14 1.14878363e+14\n", - " -3.34231536e+14 -1.87498338e+15 -9.01404685e+14 -1.00599572e+15\n", - " 1.42261394e+15 -4.38336807e+14 1.05512035e+15 -5.76248591e+14\n", - " 9.46903246e+14 4.17393018e+14 1.91986157e+15 -8.68366516e+14\n", - " 1.67762227e+15 -3.73957583e+14 -1.43473168e+15 -1.41106748e+14\n", - " -1.14513074e+15 6.26599594e+14 -2.98120199e+14 -1.67624643e+15\n", - " 1.01845088e+15 -5.81842298e+14 -1.48993333e+15 -6.82721520e+14\n", - " 6.07029665e+14 -1.52842758e+15 1.41165124e+14 2.04529385e+15\n", - " -1.40538123e+14 1.03539913e+15 -3.74401715e+14 -5.42733185e+14\n", - " -3.27781390e+14 1.75723185e+15 1.74615749e+15 -2.29011725e+15\n", - " 8.58727960e+14 -2.23984309e+14 -2.69014972e+14 -1.28339793e+15\n", - " -1.06870693e+15 2.86196716e+15 -1.05382591e+15 -5.44931380e+14\n", - " 1.17955891e+14 -5.70951160e+14 -1.24516330e+14 2.83390148e+15\n", - " 3.61494055e+14 2.35476554e+15 2.39991551e+14 -1.61399729e+15\n", - " -1.60538825e+15 -1.70004183e+15 2.39946915e+14 8.09538269e+14\n", - " 1.03964457e+15 -3.29990992e+15 3.10003150e+14 2.99124149e+14\n", - " 5.05157979e+14 7.16051201e+14 -1.43232796e+15 1.77766590e+14\n", - " 4.49402995e+14 -1.31992087e+15 6.90258299e+14 -9.18236673e+14\n", - " 9.13141415e+14 -2.57850106e+15 9.34334950e+14 1.17864321e+15\n", - " -4.46895439e+14 -1.54447720e+15 8.89809718e+14 1.51471714e+15\n", - " 3.51475668e+15 -1.41107172e+15 -6.30527486e+14 8.95046520e+14\n", - " 9.42270772e+14 -7.21492037e+14 -4.77333736e+13 -7.91809665e+14\n", - " 9.88405164e+14 -1.05934768e+15 1.21472151e+15 -1.08687085e+15\n", - " -2.72646689e+14 -2.35862486e+14 -1.72868178e+15 7.07012269e+14\n", - " -2.42835051e+15 1.51686204e+15 6.25738194e+14 -1.00891405e+15\n", - " 3.68937341e+14 1.87332952e+15 -3.25486178e+14 -1.37314019e+15\n", - " 7.18986460e+14 -7.50068306e+14 1.49359553e+15 -8.49179573e+13\n", - " 4.34300510e+14 2.86319038e+14 1.65703627e+15 -7.65065608e+13\n", - " 3.54773484e+14 -2.84543254e+14 -3.37479719e+14 1.59183814e+15\n", - " 7.88309546e+14 6.31320819e+14 1.55939364e+15 3.22197998e+14\n", - " 3.55112970e+14 1.67944734e+15 -2.53639776e+15 2.18124280e+15\n", - " 1.08168602e+15 4.30768842e+13 -6.45790543e+14 9.92072985e+14\n", - " -1.02511384e+15 8.73128590e+14 3.33882128e+14 -7.67578208e+14\n", - " 5.47375748e+14 1.02364106e+15 2.63161365e+15 -5.61190657e+14\n", - " -2.28064341e+14 6.49124984e+14 -4.42284923e+14 3.91309087e+14\n", - " 6.98036494e+14 -9.69678248e+14 5.43592391e+14 9.10066701e+14\n", - " 7.11327738e+13 6.21908320e+14 2.38459877e+14 1.10187237e+15\n", - " 1.40740779e+13 -2.52787503e+14 -3.83874707e+14 1.67141447e+15\n", - " 4.26088302e+14 3.49667683e+14 4.24039068e+14 -7.95320732e+14\n", - " 1.11058858e+15 -5.36165761e+14 1.24731626e+14 -2.98583580e+14\n", - " -3.82168139e+13 6.97414217e+13 -1.60241225e+15 1.23389223e+15\n", - " -2.41402310e+14 1.02964636e+15 -2.91011089e+14 6.97969852e+14\n", - " 3.86516235e+14 -6.93766332e+14 -1.01558820e+15 -9.34917187e+13\n", - " 9.72039332e+14 4.72622020e+14 7.12196792e+14 -6.60686137e+14\n", - " 8.38401704e+13 -1.41898555e+15 -4.43609258e+14 6.87841148e+14\n", - " 2.20115921e+15 5.89358653e+14 -4.94061482e+14 -5.33583811e+15\n", - " -2.18946875e+15 3.28151599e+15 2.14098444e+15 5.50510595e+14\n", - " -3.19870866e+14 4.08631832e+14 8.53198822e+14 1.47266771e+15\n", - " -7.09367538e+14 8.11101174e+14 -7.15912390e+14 -7.70447465e+14]\n", "Found 1944 total galaxies in catalog for cluster 25976\n", - "[ 1.46330369e+15 5.31906593e+14 -2.36226372e+15 ... 2.30798721e+14\n", - " 8.09153116e+14 -8.45750270e+14]\n", "Found 2708 total galaxies in catalog for cluster 31596\n", - "[-1.75198766e+15 6.58028574e+14 -1.82279525e+15 ... 1.41756701e+15\n", - " -7.21696010e+14 -2.28817482e+14]\n", "Found 5886 total galaxies in catalog for cluster 26346\n", - "[ 2.52101828e+14 1.00649324e+15 6.95556809e+14 ... -5.87070202e+14\n", - " 8.98217200e+13 -6.40236000e+14]\n", "Found 2469 total galaxies in catalog for cluster 36608\n", - "[ 4.12733679e+14 1.82342631e+15 3.24769572e+15 ... -3.95295027e+14\n", - " -5.78446398e+14 -4.57069921e+14]\n", "Found 3301 total galaxies in catalog for cluster 26938\n", - "[-1.23476143e+14 1.85387579e+15 1.53596313e+15 ... -8.03528296e+14\n", - " 5.09828712e+13 2.89223175e+14]\n", "Found 1179 total galaxies in catalog for cluster 74483\n", - "[-4.18983372e+14 1.75639781e+15 -3.08770818e+15 ... -1.61973657e+15\n", - " 3.35109685e+14 1.89923858e+14]\n", "Found 2586 total galaxies in catalog for cluster 62882\n", - "[ 2.15561461e+15 -2.49249593e+15 -2.56813815e+15 ... 1.40122868e+15\n", - " -7.01672491e+14 6.49148325e+13]\n", "Found 366 total galaxies in catalog for cluster 25770\n", - "[-4.12401251e+15 -3.43488632e+14 5.39775185e+15 6.50407308e+14\n", - " 1.54851767e+15 1.08419896e+15 -1.81104642e+15 1.09150899e+15\n", - " -3.56440261e+15 -5.69175646e+14 -4.60884603e+15 6.05653945e+15\n", - " 2.02554834e+15 1.91959995e+15 -5.84696589e+15 -3.76241075e+15\n", - " 3.84857362e+14 -3.55095744e+15 9.85849554e+15 -1.15886313e+15\n", - " -1.63494271e+14 -1.12950879e+14 -1.16947577e+15 -2.90704002e+15\n", - " 5.31177081e+14 -1.01575298e+15 -2.98390646e+15 1.57692151e+15\n", - " -3.72678052e+15 -7.79493342e+15 2.65786924e+15 -8.41381928e+14\n", - " -1.09156586e+15 -9.12450510e+13 -5.90105945e+14 1.45753960e+15\n", - " 1.69068549e+15 -3.93897615e+14 2.11956689e+15 -3.12946133e+14\n", - " -4.81697169e+15 2.32077118e+15 1.98050395e+15 1.06672681e+15\n", - " 2.41711124e+14 -1.61193203e+15 1.62265321e+15 -5.71873441e+14\n", - " -5.06376397e+14 -2.51305388e+15 6.37477641e+15 1.85162710e+15\n", - " -1.25378740e+15 -1.38533676e+15 2.44238421e+15 1.64483652e+15\n", - " -1.24117900e+15 1.20348463e+15 8.11198538e+14 -3.78191519e+15\n", - " 6.44007028e+14 -4.80913717e+14 3.57376916e+15 3.98750727e+15\n", - " -5.83971359e+15 -1.24549794e+14 2.22047853e+15 1.66957919e+15\n", - " -1.13780738e+15 -1.46873231e+15 1.49081610e+15 2.29880354e+15\n", - " -1.51310235e+14 6.30642826e+14 2.23838284e+15 -4.36835848e+14\n", - " 2.62789273e+15 2.67618809e+15 -6.77023792e+14 -1.70352173e+15\n", - " 2.57759112e+15 -6.40233693e+14 2.01801437e+15 2.36809551e+15\n", - " -1.26109315e+15 1.82451385e+14 -1.02788113e+15 -3.21442631e+15\n", - " -1.33513624e+15 -2.92870317e+15 -3.20380035e+15 -1.06537668e+15\n", - " 2.39177865e+15 5.67988472e+15 -2.60148819e+14 3.10207006e+15\n", - " 8.39058038e+14 1.16676683e+15 -2.54273063e+12 1.03339177e+15\n", - " 8.83626470e+14 -1.13840426e+15 6.27069531e+14 -2.98040818e+15\n", - " 9.18811626e+14 -2.67494431e+15 -1.18491613e+15 -2.18025132e+15\n", - " 8.92374098e+13 8.21793883e+14 -4.85730810e+14 2.82541375e+15\n", - " 3.74019913e+15 6.88096572e+14 1.06809696e+15 -1.13321428e+15\n", - " 7.52128373e+14 -1.55883885e+15 -5.18384374e+13 3.74992979e+15\n", - " 5.28935939e+15 1.73645279e+15 8.55024507e+14 -8.99282671e+13\n", - " 1.05219805e+14 -1.41447312e+15 -2.06176207e+15 3.48423826e+14\n", - " 1.71962586e+15 7.91103221e+14 1.08138704e+15 3.30597284e+15\n", - " 1.39825662e+15 -2.82674144e+15 2.80107624e+15 -1.42354235e+14\n", - " -2.68571029e+15 2.06321072e+15 1.34598194e+15 -2.29221931e+14\n", - " -1.01436171e+15 1.28551565e+15 8.70266026e+14 -9.67802641e+14\n", - " -4.65287375e+15 -3.08902668e+14 1.67050061e+14 3.89537303e+15\n", - " -1.74041794e+14 4.14520566e+15 6.76477226e+14 2.26447671e+14\n", - " 2.20279420e+14 3.19627290e+14 4.75401756e+14 -4.31176937e+14\n", - " -4.86152741e+14 -5.25699135e+14 -1.78168513e+15 5.80042250e+14\n", - " -2.32093911e+15 6.97779371e+14 1.38338237e+15 6.02357370e+13\n", - " 1.22978104e+15 -1.39444899e+15 9.78510686e+14 -2.54840229e+15\n", - " 1.25535218e+15 -2.15335405e+15 -3.59073850e+15 1.24063368e+15\n", - " -1.00497067e+15 -3.52606388e+14 2.13214766e+15 -8.37104120e+14\n", - " 9.71628242e+14 3.76468827e+14 3.52083070e+14 -6.63194835e+14\n", - " 2.68011927e+15 -2.89341258e+15 2.28775454e+15 -4.07333786e+14\n", - " 3.51770172e+15 1.51477757e+15 1.07987845e+15 1.34384485e+15\n", - " -4.82559231e+14 2.65444107e+14 -7.47153396e+14 -5.18829682e+14\n", - " 9.96045803e+14 3.76430719e+14 -4.33931568e+14 1.68533645e+14\n", - " 1.49287409e+14 3.51672755e+14 1.07000289e+15 -8.72758446e+14\n", - " -1.39475110e+15 -2.39265628e+15 -3.27618859e+14 -2.65802872e+15\n", - " -2.90488686e+15 -8.31780434e+14 -2.24743069e+15 4.00708108e+14\n", - " 1.40166188e+15 4.82746983e+14 7.21026631e+14 -2.39287245e+14\n", - " -8.47854941e+14 2.87223370e+15 1.23148418e+15 2.45480311e+14\n", - " -1.36126533e+15 2.85563848e+15 9.17329230e+14 4.17824021e+14\n", - " 7.11275796e+14 3.71149385e+14 -7.37911664e+14 9.56762445e+14\n", - " 2.84300806e+15 -2.34559438e+15 -1.73461704e+15 -1.14942339e+15\n", - " 3.10465484e+14 -9.21764859e+14 4.83866530e+15 -2.58546086e+13\n", - " -8.17837439e+14 -2.55339706e+13 3.89231925e+14 -2.66515273e+15\n", - " -1.31668507e+14 5.69726653e+14 -4.27246031e+14 4.85190851e+14\n", - " -1.87850022e+15 -7.04762243e+14 1.06108064e+15 5.91703115e+14\n", - " 3.86326988e+14 1.02502819e+15 2.25965695e+15 6.24028281e+14\n", - " -9.33809057e+14 1.72453124e+15 8.06385615e+14 1.71877949e+15\n", - " 5.13012987e+14 1.76238435e+15 -3.95061312e+14 1.18402170e+15\n", - " 1.06002847e+14 1.70148994e+15 -8.83115348e+14 6.99047950e+14\n", - " 3.56436044e+15 -3.28085585e+14 -7.84272371e+14 -6.38521662e+14\n", - " -2.65178665e+15 1.57110224e+15 1.08449786e+15 1.48768859e+15\n", - " 2.11809459e+15 1.35032381e+15 1.47347649e+13 5.84450165e+14\n", - " -6.44754112e+13 -4.84322790e+14 1.00009986e+15 5.83417096e+14\n", - " -1.17129697e+15 -1.62423565e+14 -3.11812667e+14 1.38005607e+15\n", - " 2.59789659e+15 -1.09739397e+15 2.76748128e+15 -4.08959054e+14\n", - " 1.20713266e+15 -7.52821257e+14 9.87392417e+13 -2.71370083e+15\n", - " -5.66743114e+14 1.21113786e+15 1.97453207e+15 7.71064807e+14\n", - " 5.82444665e+14 9.41781755e+14 -2.19368531e+15 8.95781774e+14\n", - " -1.09905906e+15 2.04091416e+15 7.16301970e+14 -1.47091110e+15\n", - " -1.65293765e+15 -1.16605573e+15 4.22758439e+14 -1.80797343e+15\n", - " -1.05064181e+14 8.78033125e+14 2.49347367e+14 -1.71774262e+15\n", - " -1.00200553e+15 -3.73051153e+14 -1.52429211e+15 1.39976875e+15\n", - " -2.50932486e+15 -5.85839893e+14 -1.20130718e+15 1.98330058e+15\n", - " -1.05821581e+15 1.75592959e+15 -2.61546507e+14 9.31539547e+13\n", - " 4.70066400e+14 -1.16695031e+15 1.47997620e+15 4.05141263e+14\n", - " 1.14571810e+15 2.41567587e+15 -5.52187459e+14 -3.09220512e+14\n", - " -7.74168349e+14 7.71430835e+14 -4.16630159e+14 -1.06013189e+14\n", - " -1.46475061e+14 -1.08329005e+15 -6.32730071e+14 4.35448599e+14\n", - " 1.52213283e+13 2.84725036e+15 9.36176862e+14 7.69705259e+14\n", - " 7.26421234e+14 -1.18956152e+15 1.03773902e+15 -2.97838925e+14\n", - " -4.79266784e+14 9.91822235e+13 7.20606343e+14 5.23368405e+13\n", - " -3.81840693e+14 -7.41381030e+14 1.43838563e+14 7.96209711e+14\n", - " -9.40735946e+14 1.73002336e+15 -2.93790538e+15 -6.25232385e+14\n", - " -8.93267751e+14 3.33477445e+15 4.09154448e+14 -3.22485031e+13\n", - " 9.08668427e+14 1.15507700e+15 1.04100843e+15 -9.34282154e+14\n", - " 9.77432725e+14 -4.27354863e+13]\n", "Found 280 total galaxies in catalog for cluster 59302\n", - "[-5.06316085e+14 2.39305853e+15 4.33443331e+15 -1.48019945e+15\n", - " -1.71198728e+15 2.38496279e+15 2.95698477e+15 -2.30261556e+15\n", - " -1.34971732e+15 -1.93107071e+14 -3.69728369e+15 -2.62765376e+15\n", - " 1.18016107e+15 -1.11293122e+15 -5.22820355e+14 -8.30466549e+14\n", - " -1.63338166e+14 -1.09738583e+15 4.49161147e+14 1.38174479e+15\n", - " -2.39438014e+15 -3.93717288e+15 -1.44383429e+14 3.05130609e+15\n", - " 1.65364775e+15 9.47799740e+13 1.49906118e+15 1.94315548e+15\n", - " 1.51147494e+15 -1.93775591e+15 3.79297824e+15 2.51347997e+15\n", - " 2.77769483e+15 -1.97061598e+15 -2.88132266e+15 1.83866093e+15\n", - " 4.80682362e+15 1.12275959e+15 3.36704398e+15 7.17607956e+14\n", - " 1.08630363e+15 2.17630631e+15 -5.45173035e+14 -3.91519538e+14\n", - " -9.69228629e+12 1.86221482e+15 1.85641995e+14 -1.09536529e+15\n", - " 5.37922214e+15 -3.63590705e+15 2.45186920e+15 -6.09956520e+14\n", - " 3.36225609e+15 -2.73091204e+14 -1.66569278e+15 -1.89041899e+14\n", - " 1.40530676e+15 -7.48097672e+14 3.07446537e+15 8.88902047e+14\n", - " 1.65246634e+15 -3.44712005e+15 -1.77608932e+15 -2.92466968e+15\n", - " -2.10801809e+14 8.41308147e+14 1.88103252e+15 1.89872571e+15\n", - " -3.27392969e+14 4.21323883e+15 -1.99881682e+15 -4.66796809e+13\n", - " 1.39015140e+14 -1.57388982e+15 1.60438058e+15 -1.82765420e+15\n", - " -1.08828708e+15 -1.61807686e+15 6.04952097e+15 -1.99494037e+15\n", - " -3.78723262e+15 -1.32538389e+14 -1.12005864e+15 2.82469511e+15\n", - " 6.36792362e+14 -3.63754713e+15 2.40039097e+15 3.08598219e+15\n", - " 1.35800270e+15 8.20347644e+14 3.37516241e+15 4.23574478e+15\n", - " -2.97313110e+14 3.75267730e+15 -5.16188880e+14 -1.66612188e+15\n", - " 5.08591582e+14 -2.76042096e+13 3.16905742e+15 1.49027246e+15\n", - " -4.79995726e+14 -1.20324496e+15 7.06150037e+14 1.68707828e+15\n", - " -2.63712205e+15 2.70645371e+14 -3.09683271e+15 -3.67681875e+14\n", - " -3.53629963e+15 1.20433772e+15 1.17466966e+15 -6.28084774e+14\n", - " 3.66311551e+14 1.25171355e+15 -4.03432865e+14 -1.94389026e+14\n", - " 1.47082573e+15 -4.05239890e+14 -2.28939148e+15 -1.71152360e+15\n", - " 1.86335099e+15 2.18410766e+15 -1.00074162e+15 2.98923792e+15\n", - " 2.78188187e+14 9.79114510e+14 -9.54241882e+14 1.75387104e+14\n", - " -6.01605413e+13 3.16873634e+15 -2.34819422e+14 -1.67339187e+15\n", - " 4.29307182e+15 -1.98471337e+15 -1.90132248e+15 -1.16761411e+15\n", - " 1.33068097e+15 -1.27599730e+15 1.11744026e+15 1.65685277e+15\n", - " 9.99619156e+14 7.07799161e+14 -1.98455134e+15 3.25450825e+15\n", - " -3.07587027e+15 1.57733197e+15 7.77586318e+13 1.36132294e+15\n", - " 1.79442096e+15 -1.04143608e+14 -2.68101278e+15 1.32222783e+13\n", - " 1.37058091e+15 -4.26394015e+14 4.71126521e+14 1.65494126e+14\n", - " 1.99875424e+15 -3.88602545e+15 -1.22228766e+15 2.22770116e+15\n", - " 4.37658731e+15 1.57571100e+14 3.69856330e+15 -3.90503190e+13\n", - " -1.15433463e+15 -2.57035096e+15 1.30664225e+15 -8.45000141e+14\n", - " -2.06967449e+14 -3.04750063e+15 -1.37573271e+15 -4.72104178e+14\n", - " -1.40898706e+15 -3.07456879e+15 -8.12506900e+14 -2.68081062e+14\n", - " 1.18337636e+15 2.07838282e+15 -1.30674092e+15 -6.19575107e+14\n", - " 2.68410931e+15 1.01893809e+15 -6.80012996e+14 3.29845332e+14\n", - " -2.43152569e+15 7.64818120e+14 -3.34224685e+14 -4.02942961e+14\n", - " 3.76274463e+15 -3.21019126e+14 -3.48346519e+14 6.96282685e+14\n", - " -2.87396624e+14 -6.38416646e+13 -4.22431473e+14 -1.94180115e+15\n", - " 1.40123701e+15 6.94797465e+14 -2.70667744e+15 -3.16628843e+14\n", - " 1.31183805e+15 -1.23704258e+15 1.29924094e+15 9.08881006e+13\n", - " 9.74925353e+14 -6.88384913e+14 -1.24868441e+15 1.04760323e+14\n", - " 5.69764937e+14 -1.43272201e+15 -2.74653593e+14 8.58718953e+12\n", - " -7.10413253e+14 -1.20008925e+15 1.12717689e+15 -1.94229065e+14\n", - " 1.83418841e+15 1.29899938e+15 2.70031170e+14 -2.50725593e+15\n", - " 2.84266256e+14 6.63894643e+14 -3.21298870e+15 3.04108495e+15\n", - " -1.10754174e+14 8.69515988e+14 -7.10393259e+14 -1.09620080e+15\n", - " -2.82450916e+14 6.15642819e+14 -1.62399385e+15 5.05246429e+14\n", - " 1.59463216e+14 -9.35228132e+14 1.11416289e+15 -1.69519834e+15\n", - " 1.67967985e+15 -2.66949929e+15 -3.64374139e+14 9.43179462e+14\n", - " -2.81902066e+14 -6.15491986e+14 5.88597052e+14 -4.15133098e+14\n", - " 2.00187775e+14 6.32051062e+14 3.15565407e+14 7.24884598e+14\n", - " 8.95542754e+14 1.99589634e+15 1.30466087e+15 -1.39517700e+15\n", - " -1.54951735e+14 -6.85626961e+14 4.57035278e+14 -7.16036843e+14\n", - " -7.13861888e+14 -9.98283997e+14 4.81687368e+14 1.97747084e+15\n", - " 3.22604138e+14 5.80952976e+14 1.30253715e+15 -1.56755376e+15\n", - " -1.91342407e+15 4.46114374e+14 6.48874636e+14 -1.08975086e+14\n", - " -8.10621367e+14 -3.58127664e+14 -1.10568593e+15 -9.73308692e+13\n", - " 1.86336403e+15 8.52329522e+13 -2.06021534e+15 2.10108218e+15\n", - " 7.87902375e+14 2.33371611e+15 1.00209483e+15 -4.81605135e+14]\n", "Found 776 total galaxies in catalog for cluster 53335\n", - "[-4.52585143e+14 -9.23697746e+14 -2.60548238e+15 1.47483300e+15\n", - " -1.45765463e+15 -5.15539765e+15 5.80396091e+14 2.86861338e+14\n", - " -4.85834990e+13 -4.16938633e+15 2.94086866e+15 4.42425469e+15\n", - " 1.66282236e+15 2.73774114e+15 -4.58793963e+15 4.63625405e+15\n", - " -2.01934387e+14 -9.76300311e+14 -1.09112456e+15 -3.06841741e+14\n", - " -6.48466340e+14 -1.77259593e+15 4.59318442e+14 2.23854964e+15\n", - " 5.00865018e+14 -3.83228046e+13 3.57684859e+15 2.15211342e+14\n", - " -4.35532345e+15 1.32943361e+15 -9.47377513e+14 -3.54360077e+15\n", - " 2.75066876e+15 1.04548172e+15 1.23765979e+14 2.81973183e+15\n", - " 6.48870577e+15 -3.11632846e+15 2.11532355e+15 1.42640451e+15\n", - " -7.15594496e+14 7.68926864e+14 3.33981194e+15 -5.37399230e+14\n", - " -8.35746610e+14 4.64946486e+14 1.54494579e+15 3.20242530e+15\n", - " -1.02143278e+15 4.29893954e+14 -3.59965485e+14 1.04953409e+15\n", - " 4.81604825e+14 2.10147324e+14 4.83942597e+15 -6.06685687e+14\n", - " -1.02551697e+15 1.56107197e+15 -4.41285069e+14 -6.10544506e+14\n", - " 1.54770173e+15 3.97859957e+14 -1.79469912e+15 2.12884253e+15\n", - " 8.91815359e+14 2.65132900e+15 -6.91754026e+14 -3.73720624e+15\n", - " -2.64970799e+15 -1.52757600e+13 -1.18043878e+15 4.94304879e+13\n", - " -3.15219280e+15 3.09585625e+15 1.68543651e+15 3.76176537e+15\n", - " -4.03386856e+15 9.04236295e+14 7.03353146e+14 1.75628101e+15\n", - " -1.07530023e+15 -3.02266444e+14 -1.69240158e+15 3.53785937e+15\n", - " 2.53549707e+15 -1.96808627e+15 -2.64351063e+15 1.27145713e+15\n", - " -1.84937112e+15 8.92425156e+14 2.33097330e+15 -6.63622940e+14\n", - " -1.40223912e+15 -1.15206960e+15 1.51878695e+14 1.14182776e+14\n", - " -4.12529399e+14 4.91525869e+15 2.65049296e+15 9.36953184e+14\n", - " 3.78627930e+15 -2.06565891e+15 -2.55183383e+15 -8.52845646e+14\n", - " -2.06419066e+15 -3.90611826e+15 -2.56451418e+15 1.52980188e+15\n", - " -5.35289283e+15 1.36292993e+15 2.68987812e+15 -2.66084877e+15\n", - " -4.03041574e+15 -3.04147638e+15 5.88069687e+14 4.77788163e+15\n", - " -1.12067144e+15 -1.26081774e+14 -1.03803858e+15 -6.83838571e+14\n", - " 2.50895802e+13 -6.33090571e+14 -5.66733428e+14 -3.30749102e+14\n", - " -7.31575737e+15 -2.40412920e+15 -1.69339605e+15 1.67239378e+14\n", - " -4.19988182e+13 -5.38059816e+14 -1.48321237e+15 1.89452951e+15\n", - " 1.30739033e+15 1.44804412e+15 4.27020676e+14 -1.76030628e+15\n", - " -4.72705702e+15 2.69896945e+15 -1.51997919e+15 2.27981941e+14\n", - " 2.03449949e+14 -4.42639056e+15 -1.67474219e+15 1.45291803e+15\n", - " 4.07757226e+15 7.01714580e+13 -9.57964789e+14 2.11578919e+15\n", - " 4.01539587e+14 -1.80556178e+14 -6.57478208e+14 -1.16806488e+15\n", - " -2.92523811e+13 -2.37125291e+15 3.25943427e+15 8.11572196e+14\n", - " -5.23550342e+14 -4.62052497e+15 2.76096370e+15 -2.74979080e+14\n", - " -6.23299246e+14 -1.77270060e+15 -5.37304321e+14 1.03439360e+13\n", - " -3.97468280e+15 -1.34387747e+15 1.09422404e+15 -1.41644749e+15\n", - " 4.09854420e+14 2.62235657e+15 -1.64058269e+15 -4.56211126e+14\n", - " -2.31658160e+15 -4.52089326e+15 4.15767818e+14 1.36238197e+15\n", - " 3.57447402e+14 7.66998624e+14 1.39466545e+15 -2.88319887e+15\n", - " -1.12121635e+15 -8.94110259e+14 -3.14470829e+14 -4.14327123e+15\n", - " -1.63926497e+15 -1.04674761e+15 -2.80585165e+15 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- " -2.11380452e+15 -2.26564342e+15 1.96024849e+14 1.21232465e+15\n", - " 2.56272435e+15 1.04768702e+15 1.01194689e+15 -6.30737649e+14\n", - " 1.74833150e+14 -1.66400453e+14 -1.02525921e+15 -4.65107183e+14\n", - " 2.85924046e+13 -2.28288163e+15 -1.58721902e+15 -6.34842203e+15\n", - " 2.29419647e+15 -7.72578471e+14 -7.40400703e+13 -6.42690191e+14\n", - " -3.64885164e+15 -2.53797720e+15 -1.35601533e+15 -1.97673092e+15\n", - " 1.07072157e+15 4.89143719e+14 -4.12635727e+14 2.56605265e+14\n", - " -2.68027311e+14 -7.27798596e+14 1.47278948e+15 -1.22194402e+14\n", - " 1.03407816e+15 -1.17689688e+15 -6.18954029e+14 -1.20170676e+14\n", - " -1.68764804e+15 8.63249229e+14 3.35451481e+14 -2.28481333e+15\n", - " 1.23454577e+15 -2.13444523e+15 -9.55697644e+14 -4.39513528e+14\n", - " 5.92181441e+14 -7.09681564e+14 3.54298167e+14 -1.01375722e+15\n", - " -3.66046491e+14 -5.62655421e+14 -1.88992961e+15 6.99211581e+14\n", - " 1.29965107e+15 -1.89370524e+15 1.02215001e+15 1.62199798e+15\n", - " 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-4.18802721e+13 1.74573849e+14 -1.19232898e+14\n", - " -1.32230017e+14 2.30427519e+14 -9.38913257e+14 -3.67599236e+15\n", - " -1.63796861e+15 9.34066903e+14 -1.76881086e+15 -2.08571263e+15\n", - " -5.72331224e+14 -1.81755352e+15 1.38035318e+15 1.21095848e+15\n", - " -5.90430724e+14 1.11680166e+15 1.38652236e+15 2.22600125e+15\n", - " -6.21723359e+14 8.03823951e+14 1.62174302e+14 4.17581787e+14\n", - " -1.68901211e+15 -3.74855967e+14 1.70491816e+15 -1.09707097e+15\n", - " 2.29097517e+15 -4.29473431e+14 7.95707463e+14 3.13041971e+14\n", - " 3.63695407e+14 1.56593824e+15 -8.98343739e+14 -2.76042324e+15\n", - " 1.69996817e+14 6.34157926e+14 -5.36285747e+14 9.97267871e+14\n", - " 7.25415558e+14 -4.45707968e+15 1.35433833e+15 2.13871653e+15\n", - " 3.69184512e+15 6.72827953e+14 1.81508622e+15 -8.30530437e+14\n", - " 7.55958185e+14 -2.43869029e+15 3.84982731e+14 -5.17991603e+14\n", - " -6.56763401e+14 -1.18610196e+15 1.43288750e+15 -1.01650159e+15\n", - " -7.54532901e+14 -1.62766764e+14 2.15910433e+15 -1.67278971e+15\n", - " 7.18068184e+14 -2.63071330e+15 5.39184155e+14 -2.03145967e+14\n", - " -6.88467965e+14 -1.41377203e+15 -1.92296655e+15 2.32741469e+15\n", - " -1.21341421e+15 1.63843138e+15 5.57368291e+14 -9.40994068e+13\n", - " -1.55779656e+15 -1.01167142e+14 1.32569158e+15 7.81531979e+14\n", - " 2.80443971e+14 1.42253015e+15 -2.61629584e+14 4.67615025e+14\n", - " 1.44576909e+13 -8.43316466e+14 4.14567190e+15 -9.15565220e+14\n", - " 1.19530018e+15 -1.43419731e+15 2.24197735e+15 7.00598398e+14\n", - " 1.14932579e+15 -9.68297906e+14 -1.92345545e+14 1.74004891e+15\n", - " 1.23102881e+15 -1.30980945e+15 -8.44037466e+14 -8.08021317e+14\n", - " 9.57480542e+14 -5.93669442e+14 3.00079103e+14 1.77070787e+15\n", - " 3.69060604e+15 1.40809738e+14 -1.91187306e+15 -1.15125116e+15\n", - " -2.08822279e+14 5.40057622e+14 -1.83928820e+15 6.81908501e+14\n", - " -2.93940893e+14 -8.16681643e+14 2.12655015e+14 -1.39016436e+15\n", - " 2.91617379e+14 1.03325073e+15 -6.14661468e+14 -1.38856624e+14\n", - " -3.15052181e+14 -1.04173659e+14 5.16656791e+14 2.28121500e+15\n", - " -1.13993902e+15 -7.46233267e+14 8.24953011e+14 -2.31031989e+15\n", - " -2.58773105e+15 1.01260002e+15 7.62482779e+14 -3.97616675e+14\n", - " 1.75829966e+15 -8.29887613e+14 2.28528377e+15 -4.50770267e+14\n", - " -4.17666587e+15 9.58341972e+13 6.90751298e+14 -1.86152679e+15\n", - " 3.16171779e+14 1.34271114e+15 -6.47144618e+15 -7.67409898e+14\n", - " -8.50831985e+14 1.08726215e+15 -9.75396122e+14 1.55300737e+15\n", - " -8.34510404e+14 -5.75486061e+14 4.79667495e+13 -6.01706584e+14\n", - " 6.02487571e+13 1.61358924e+15 -3.79124141e+14 -3.00320012e+14\n", - " 1.03911428e+15 -3.14699817e+14 -2.50977928e+15 -2.40758880e+15\n", - " -9.23367306e+14 1.89174322e+15 -1.16552037e+14 1.40682295e+15\n", - " 4.83089238e+13 4.51915320e+14 5.02862272e+14 4.37067642e+14\n", - " -1.83312504e+14 -7.89368670e+14 6.06285337e+13 -8.55835466e+14\n", - " -7.27357272e+14 9.00817944e+14 -8.17534997e+14 7.81289429e+14\n", - " -9.81216626e+14 1.65905866e+15 1.75389772e+14 -1.03480097e+14\n", - " -9.96968094e+14 6.66617399e+14 2.32549751e+14 1.90001979e+15\n", - " 7.47103165e+14 1.35889468e+13 3.39975249e+13 1.10133033e+15\n", - " -9.07033025e+14 1.58820001e+15 -1.69600525e+15 1.29279214e+14\n", - " -9.12350576e+14 1.04289784e+15 -4.91147587e+14 -2.72474252e+15\n", - " 3.75795325e+14 7.19303377e+14 1.49685842e+15 1.68008949e+14\n", - " 8.37374830e+14 -1.86042724e+14 1.05459613e+15 -2.73750047e+14\n", - " -3.16027055e+15 -1.73339298e+13 -1.25722192e+15 -1.73777129e+14\n", - " -7.55466948e+14 -4.93838972e+13 1.13481884e+15 -1.56479622e+15\n", - " 1.24872752e+14 -1.64825225e+15 -8.05919860e+13 5.25555083e+14\n", - " 1.29235265e+15 -1.37726685e+15 8.88234035e+14 -3.56191931e+14\n", - " -5.93939381e+14 2.77826766e+15 -7.88084599e+14 7.06194077e+14\n", - " 2.81624030e+15 -3.09490112e+15 3.01123807e+14 3.12719362e+14\n", - " 4.62289976e+14 4.67390155e+14 6.43769870e+14 -4.92586502e+14\n", - " 9.30495382e+14 -4.81011438e+14 1.83508445e+14 -7.28929192e+14\n", - " 1.98367605e+15 1.79401019e+15 1.22094912e+15 -1.33059156e+15\n", - " 2.17160663e+15 7.09801917e+14 -5.49332981e+14 -3.12938804e+14\n", - " 1.61855603e+15 6.32498560e+14 -1.75612312e+15 -1.47332757e+15\n", - " -7.89775815e+14 7.08202238e+14 2.57051319e+15 -1.08860487e+15\n", - " 3.10233501e+15 -2.47888690e+15 7.76739698e+14 -6.82402682e+14\n", - " 8.29823359e+14 -1.41147461e+15 -8.84469415e+14 3.15795632e+14\n", - " -6.82880724e+14 -4.64146239e+14 9.90188240e+14 -1.59166043e+15\n", - " -2.35160672e+15 1.20235590e+15 -9.82082374e+14 1.92107905e+15\n", - " 9.71975589e+14 -1.00306942e+15 -1.36036380e+15 -6.72253873e+14\n", - " -1.86256083e+15 -9.85500008e+14 -8.31083074e+14 -6.66219158e+14\n", - " 1.21811146e+14 3.63483346e+14 -1.14814293e+15 7.33635826e+14\n", - " -8.37514560e+14 -5.17176231e+14 -5.41086190e+14 -9.34616048e+14\n", - " 4.88970407e+14 6.81322164e+14 1.50405373e+15 -1.35709124e+15\n", - " 2.25099666e+15 8.08629760e+13 1.42010628e+15 8.72568487e+14\n", - " -6.34217118e+14 2.20218564e+15 6.29473941e+14 -1.51145563e+13\n", - " 5.80070978e+13 -2.77240706e+15 2.63214047e+14 1.40086597e+15\n", - " 1.45563147e+15 2.10014659e+15 1.66481442e+15 9.25397842e+14\n", - " -9.16324433e+14 -1.31485183e+15 -1.49743640e+15 4.20466094e+13\n", - " -1.59983016e+15 -1.38139884e+15 1.31890994e+15 -5.46758860e+14\n", - " 7.66463614e+14 -1.72038073e+15 -5.35009272e+14 5.78433594e+14\n", - " -3.80956572e+14 1.96832141e+14 1.02836109e+15 -5.88603714e+13\n", - " -3.90769725e+14 -4.60773691e+14 -1.87085253e+15 -3.60278175e+12\n", - " -7.46645689e+14 -2.36614524e+15 -7.63720313e+14 -6.16400027e+14\n", - " -2.80281071e+14 1.23695222e+15 -1.73479197e+15 -1.23512962e+14\n", - " -4.66219490e+14 -2.12502317e+14 -3.18576966e+13 2.51640318e+14\n", - " -3.73313347e+14 6.64843587e+14 1.16041145e+14 -1.36717894e+14\n", - " 7.39832514e+14 -1.91187414e+15 1.19103594e+15 -5.83711525e+14\n", - " 5.46322948e+14 -2.14791129e+15 3.68831454e+14 1.10765502e+15\n", - " 7.93107020e+14 1.42192140e+15 -6.66088114e+14 -1.05602473e+15\n", - " 1.31617102e+15 -1.89501575e+14 -2.30563729e+15 7.32256958e+14\n", - " 9.43548800e+14 -1.17137129e+15 -5.25449821e+14 -5.87917168e+14\n", - " 3.85444339e+14 -2.22857391e+13 -2.66038512e+15 3.55494808e+14\n", - " -5.35375698e+14 5.10116710e+14 -2.86586789e+14 4.24536598e+14\n", - " -8.07641522e+14 8.10010401e+13 1.58001524e+14 3.43811130e+12\n", - " -6.47120682e+14 1.15829032e+15 1.65114973e+15 5.25022303e+14\n", - " 3.25301438e+13 -1.62274196e+15 4.10759580e+14 -2.86973189e+15\n", - " 6.92278464e+14 1.58680193e+14 1.06355165e+15 -6.21550733e+14\n", - " -1.13946598e+15 1.43751017e+15 -3.10990076e+14 1.68428988e+14\n", - " -9.76845242e+14 -2.08045898e+15 -1.66865805e+13 -6.47218061e+14\n", - " -3.06951252e+13 -1.75915432e+15 -1.10904676e+15 -9.40369141e+14\n", - " 3.45244681e+14 6.78234955e+14 6.91466155e+14 -1.36533695e+14\n", - " 1.60955398e+15 1.90594306e+15 1.27160779e+15 8.41844800e+14\n", - " 8.63960049e+14 1.28196476e+14 -4.88582951e+14 1.68729421e+15\n", - " 6.24328160e+14 1.31374668e+15 -9.06783898e+14 1.77081864e+14\n", - " 1.11863684e+15 -7.52372595e+13 -1.09219210e+15 5.83603686e+14\n", - " -5.55444928e+14 5.50474708e+14 3.36252222e+14 -4.69285729e+14\n", - " -1.76747615e+14 3.93514528e+14 7.87903592e+14 -4.04035642e+14]\n", "Found 342 total galaxies in catalog for cluster 23919\n", - "[ 4.09123800e+14 -1.56409940e+14 1.40845956e+15 -8.05862423e+15\n", - " 8.28310303e+14 -3.82639733e+14 -1.83314798e+14 -6.11844615e+13\n", - " 8.13053238e+14 -3.76618784e+14 1.32676288e+15 -3.46017285e+13\n", - " -3.04410602e+15 2.40529706e+15 -1.97310243e+15 -1.84438701e+14\n", - " 2.48539030e+15 3.90950155e+15 7.18863008e+15 -5.22236644e+14\n", - " 1.08879913e+15 2.49692786e+15 -1.94326046e+15 5.34822451e+15\n", - " -1.54697898e+15 -3.57896055e+15 2.16745889e+15 -8.78794599e+14\n", - " -1.88922803e+14 4.30353863e+15 -4.16236180e+14 2.09796877e+15\n", - " -1.61626426e+15 5.66978234e+15 -1.44911485e+15 -2.14947323e+15\n", - " 1.07953252e+15 -5.31468910e+15 5.35674425e+15 3.14120137e+15\n", - " -2.88890967e+14 -2.72717939e+15 2.33435011e+15 -1.28594220e+15\n", - " -4.32965272e+15 4.68447150e+14 -2.08070643e+15 2.76456992e+15\n", - " 3.82548633e+15 3.12002715e+15 4.40040787e+14 1.65623382e+14\n", - " 4.65893551e+15 3.67963904e+15 1.62365139e+15 1.89486189e+15\n", - " 2.13798892e+15 -7.51084959e+14 -2.18309148e+15 1.26510108e+14\n", - " 2.04612874e+15 -1.04526810e+15 -8.21194082e+14 -5.96198530e+14\n", - " 6.71182861e+13 -1.25920726e+15 -2.19353002e+15 2.45795342e+15\n", - " 4.17074296e+14 -3.53506837e+15 1.78989180e+15 2.65509957e+15\n", - " 2.17348269e+15 -1.96980641e+15 1.76967471e+15 7.92928421e+14\n", - " -2.27612424e+15 -2.17379507e+15 -9.00202570e+14 -1.70205042e+15\n", - " -1.11203634e+15 -1.06321015e+15 4.97920375e+15 1.09655457e+15\n", - " -2.20008821e+15 -6.38559823e+14 -1.59262183e+15 -1.04757658e+15\n", - " 3.43382199e+14 5.62287895e+15 -1.65419465e+15 3.09517790e+15\n", - " 7.63196224e+14 2.96824918e+15 4.89961158e+15 2.61117834e+15\n", - " 3.33556158e+14 4.55547075e+15 7.77901291e+15 -4.17837310e+14\n", - " -3.10034173e+14 1.28128177e+15 2.75864736e+15 -2.44929198e+15\n", - " 2.68265608e+15 1.65255223e+15 -2.45906628e+15 1.97963834e+15\n", - " 6.11693099e+15 6.51428268e+14 -6.57619923e+15 -5.59422420e+14\n", - " 6.60393830e+14 -3.23012366e+15 -3.46095774e+15 -2.37692253e+15\n", - " 4.19597341e+14 3.52143884e+15 2.60325939e+14 -2.23402269e+14\n", - " 3.13768301e+15 1.79607528e+14 -1.11377534e+15 6.14521940e+14\n", - " -5.27231380e+14 7.46100778e+14 -3.48692078e+15 -7.98754870e+14\n", - " 1.24911155e+15 -2.70312265e+15 1.67863121e+15 -1.05972790e+15\n", - " 6.07586852e+14 1.75265060e+14 -1.24607388e+15 2.00005280e+15\n", - " 1.71110926e+14 -2.55746057e+15 -6.84495634e+15 -5.40280242e+15\n", - " -1.45242976e+15 -9.81067821e+15 -2.06313680e+14 4.89600239e+14\n", - " -6.26737814e+13 2.99730293e+15 3.50480002e+14 -1.32757630e+15\n", - " 5.07414021e+14 1.33465273e+15 5.33074681e+14 1.12185157e+15\n", - " -1.49346620e+14 1.77936449e+15 1.42629699e+15 7.22041784e+14\n", - " -2.45729298e+15 1.99217385e+15 9.15314344e+13 6.35218534e+14\n", - " 2.79507540e+15 5.11773052e+14 -5.25394176e+13 1.74014849e+15\n", - " -6.41961428e+14 1.79301373e+15 8.70553095e+14 -5.41672053e+14\n", - " 6.55213661e+13 -5.80571047e+14 -1.11981326e+15 -3.75893591e+15\n", - " 1.21499770e+14 -4.63236529e+14 -1.09569331e+15 1.01343666e+15\n", - " -9.03472538e+13 -2.34975251e+14 -1.52472718e+15 4.61107628e+14\n", - " -2.79010380e+15 6.42205554e+14 1.16944725e+14 1.59718420e+14\n", - " 8.07653291e+13 -3.98815062e+14 -2.53696603e+15 -1.27621590e+15\n", - " 3.71152181e+14 1.24884778e+15 5.77582318e+14 3.48523605e+15\n", - " 7.26403554e+14 3.97107003e+13 -2.57689346e+15 -4.50139863e+14\n", - " -3.75574791e+14 -2.01528172e+15 -3.87567376e+14 2.07225678e+15\n", - " 8.43911020e+13 3.63237782e+14 -1.20340101e+15 -7.90826026e+13\n", - " 5.22696549e+14 1.49926516e+15 1.82161461e+15 2.41671242e+15\n", - " -3.86441564e+15 2.90645523e+15 1.20976208e+15 -9.62919538e+14\n", - " 5.19381999e+14 3.50262273e+14 6.56968153e+14 1.44335056e+15\n", - " -1.30118897e+15 6.36858693e+14 -1.83423962e+15 1.83342872e+15\n", - " -1.49008601e+15 1.22280168e+15 -9.83937123e+14 1.74297284e+13\n", - " 1.11826904e+14 1.54851487e+14 -3.87056680e+15 8.72865710e+14\n", - " -2.77570158e+15 -9.95341453e+14 2.54458735e+15 -9.73658000e+14\n", - " -1.98144132e+15 7.15584552e+13 -4.24762134e+14 -2.85275614e+15\n", - " 9.28655306e+14 4.91643184e+14 -3.57244154e+13 -9.29405741e+14\n", - " 1.50918194e+15 1.30089520e+15 -7.65037076e+14 -1.76474956e+15\n", - " 7.25499217e+14 -4.17436464e+14 -4.09399803e+14 -9.27113424e+14\n", - " 6.82803181e+14 -7.02608657e+14 -6.84562330e+14 5.26047990e+14\n", - " -9.12383101e+14 7.48106397e+14 1.71557841e+15 2.01805864e+15\n", - " -7.80385858e+14 1.06242100e+15 4.55309572e+14 -1.33414931e+13\n", - " 7.54402336e+14 4.70898443e+14 -2.74239645e+15 3.43918841e+15\n", - " -6.32341157e+14 8.75508933e+14 -3.73343866e+14 -2.10018023e+14\n", - " -6.79499515e+14 1.04301570e+15 -7.86049302e+14 1.05556694e+15\n", - " -8.70404599e+14 -1.00048768e+15 3.51480038e+15 6.79066372e+14\n", - " -3.72772947e+13 -2.59502365e+14 -1.96305339e+15 4.61103940e+14\n", - " -6.38001842e+14 1.90940187e+15 1.82776114e+15 1.63036807e+15\n", - " 1.18930949e+15 1.32337106e+15 -1.96513517e+15 -1.19332833e+15\n", - " -2.53292723e+15 -1.73169010e+15 1.13475258e+15 -1.07388556e+15\n", - " 7.95380213e+14 1.56496382e+14 6.37754319e+14 1.18574808e+15\n", - " 1.83818736e+15 -3.35534213e+15 -1.67952667e+14 1.94479733e+15\n", - " 1.27716948e+15 7.16324195e+14 -4.34583683e+14 7.69175935e+14\n", - " 9.09479071e+14 1.79076899e+15 -6.72979966e+14 -1.73137426e+15\n", - " 1.89031362e+15 -2.56819199e+14 -1.61266835e+14 -6.00830249e+14\n", - " 1.84903278e+14 2.53018407e+15 -1.38993763e+15 5.96958629e+13\n", - " -7.11511564e+14 1.95530968e+15 -3.55690922e+14 -4.34266865e+14\n", - " -9.13484391e+14 -8.65972646e+14 -7.72478419e+14 8.40871600e+14\n", - " 3.65542861e+14 6.53348588e+14 -1.42128529e+15 5.83448829e+14\n", - " 5.20257225e+14 -1.15541098e+15 -1.47358693e+14 -1.32947252e+14\n", - " -5.46727946e+14 1.45952740e+15 -8.89299537e+14 2.20298674e+14\n", - " 7.65729226e+14 -6.45733658e+14 8.22389791e+14 -1.48699405e+15\n", - " -1.45001629e+14 -5.22772162e+14]\n", "Found 3197 total galaxies in catalog for cluster 16567\n", - "[-2.36266547e+13 5.21019880e+14 -2.85781557e+15 ... 4.14583250e+14\n", - " -1.52490291e+14 -5.73303462e+14]\n", "Found 2110 total galaxies in catalog for cluster 41321\n", - "[-1.02981895e+15 1.31090672e+14 -6.39731487e+14 ... -8.73243562e+14\n", - " 7.98076633e+14 -2.30313459e+14]\n", "Found 368 total galaxies in catalog for cluster 52141\n", - "[ 3.09201316e+14 -1.43405231e+15 -3.55235079e+14 2.52552207e+15\n", - " 5.16403238e+15 -1.67720545e+15 1.42442142e+15 -3.94063757e+14\n", - " -1.78481702e+15 7.61675086e+14 -1.98646670e+15 -1.05969642e+15\n", - " -1.06906908e+14 -3.62738675e+15 2.78538233e+14 2.32009586e+14\n", - " 4.72172994e+15 2.99376401e+15 -3.16207128e+15 4.30976385e+14\n", - " 7.68965962e+14 -5.30439363e+15 -7.41151921e+14 -3.41080258e+15\n", - " -3.56638146e+15 2.19036058e+15 1.15909294e+15 1.98435636e+14\n", - " 8.23858960e+15 -8.17557321e+14 -4.50214618e+12 2.27950771e+15\n", - " 2.45004390e+15 4.22576237e+14 8.64188780e+14 -5.84935183e+14\n", - " 2.49667473e+15 8.79710808e+14 -6.04648696e+15 -2.06933460e+15\n", - " -3.88446990e+15 1.53756891e+15 -1.00409364e+15 2.81830270e+15\n", - " -9.24422900e+14 3.57838343e+15 5.51241535e+15 1.29097078e+15\n", - " 1.30168698e+15 -1.30361708e+14 1.49912089e+15 -2.87461129e+15\n", - " 1.99645985e+14 -7.21757583e+14 2.03516082e+14 -3.26148121e+15\n", - " -2.73066896e+15 -3.35449170e+14 8.94082802e+14 1.13480947e+15\n", - " 1.27541405e+15 1.87735140e+15 -3.72281576e+15 1.41808717e+15\n", - " -1.97185419e+15 -8.09931910e+15 7.88506953e+15 1.09426442e+15\n", - " 2.26640642e+15 1.85087733e+14 1.16514159e+15 6.44190550e+14\n", - " 1.22496071e+15 -1.62633932e+15 -3.80813008e+14 -4.81242439e+14\n", - " 3.64263040e+14 -3.19396883e+15 -6.30769479e+15 2.93081136e+15\n", - " 3.28358803e+15 1.78528479e+15 -2.65419375e+15 5.11870589e+15\n", - " -4.16142953e+14 -3.75482757e+15 -7.14641866e+14 -8.28460658e+13\n", - " 1.16698254e+15 -2.68917496e+15 -4.25858339e+15 2.07757303e+15\n", - " 2.23228146e+15 -3.90040534e+14 2.10558279e+15 1.50269795e+15\n", - " -1.61692330e+15 -1.42077819e+15 9.23030099e+14 2.60756745e+15\n", - " -6.10318093e+14 -1.30166803e+15 1.78769932e+15 -3.88180061e+14\n", - " -8.00404697e+14 8.01385405e+14 -8.83125929e+14 -3.22071401e+15\n", - " -3.36744645e+15 1.16338410e+15 -6.04727478e+14 6.60752202e+14\n", - " 1.73679750e+15 1.01887049e+15 5.48630436e+14 -8.64100399e+14\n", - " -1.02666403e+15 -8.15849362e+13 -2.24586751e+14 -1.42048300e+15\n", - " 3.17559827e+15 -1.66535555e+15 -1.26337814e+15 2.47818129e+15\n", - " 8.06227681e+14 2.12375579e+15 -9.55749454e+14 4.57663101e+14\n", - " -1.31505164e+15 -3.04953133e+14 -1.62380836e+15 2.53934231e+15\n", - " 1.20981686e+15 1.15748086e+15 2.84559309e+11 2.40165135e+14\n", - " -1.37085708e+15 -9.19332053e+14 -3.15069506e+14 -4.46340457e+13\n", - " 7.04247388e+14 1.07449162e+15 -1.21993190e+15 -9.72944803e+14\n", - " 1.16946039e+15 -1.30860920e+14 4.80730679e+14 1.48943861e+15\n", - " 1.74122980e+15 -2.16909979e+15 -8.28504557e+14 -2.30174264e+15\n", - " 1.47661740e+14 6.54206311e+14 -1.98093961e+15 -1.82350457e+15\n", - " 2.99363914e+15 3.03796290e+15 2.82554870e+15 3.09896403e+15\n", - " -7.70879787e+14 6.38306925e+14 -8.31465441e+14 -8.55822632e+14\n", - " -1.49844124e+15 1.03924182e+15 -4.27435854e+14 -1.66284245e+15\n", - " 4.28586236e+15 -4.69745733e+14 -2.33934801e+14 7.78000044e+14\n", - " 5.62898315e+14 -2.65829440e+15 1.29994868e+15 3.30047985e+15\n", - " -4.04382553e+15 7.01476567e+14 8.44137302e+14 -2.12134233e+14\n", - " 6.95092822e+13 1.19789195e+15 8.72725395e+14 3.94361869e+15\n", - " 1.52133050e+15 -7.67713836e+14 -2.03062952e+15 -2.07221699e+15\n", - " 2.31640463e+15 1.09723600e+15 4.44917470e+14 3.67707484e+14\n", - " -1.38559950e+15 -4.23883775e+13 1.54276040e+15 1.39053962e+15\n", - " 9.01997525e+14 1.22572553e+15 1.17171959e+15 -7.80807706e+14\n", - " 2.45058539e+15 -9.21075230e+14 4.35514973e+14 1.73494923e+15\n", - " 1.12219990e+15 2.52647212e+15 3.79420971e+14 -1.28385052e+15\n", - " 1.05476652e+15 5.44823156e+14 -1.88614034e+15 3.95960589e+14\n", - " 1.17936992e+15 1.64470156e+15 1.87245177e+14 9.33372913e+14\n", - " -1.17184436e+15 -2.24742027e+15 -6.64364763e+14 -9.38446120e+14\n", - " 3.61380475e+14 4.70163650e+14 1.74052418e+15 -8.56268035e+14\n", - " -6.89746331e+14 2.22378257e+15 -7.11737445e+14 -7.38976094e+14\n", - " 2.85706945e+15 1.05851659e+15 4.82299646e+14 -2.29809087e+15\n", - " -6.75966925e+13 4.18217570e+14 2.42655220e+14 -2.63922344e+14\n", - " -1.92652399e+14 -5.81770604e+14 -5.43271122e+14 -1.90121602e+15\n", - " -8.55728355e+14 1.27475799e+15 9.52472825e+14 2.51114089e+15\n", - " -2.12073463e+14 -4.33765900e+13 3.52011919e+14 -3.81404653e+14\n", - " 1.00467654e+14 -2.97783473e+14 2.15852230e+14 -7.17458950e+14\n", - " -2.18150682e+15 -1.60875079e+15 1.90578408e+15 9.34807786e+14\n", - " -9.59573302e+14 8.49799066e+14 -8.75253424e+13 8.80196276e+14\n", - " 2.92146258e+14 3.75937329e+14 8.20484190e+14 2.20658696e+15\n", - " 1.76035216e+15 2.63505338e+15 -6.12243254e+14 -1.09498985e+15\n", - " -2.33166487e+14 5.38005201e+13 -1.31761250e+15 -9.45060791e+14\n", - " 3.19100881e+15 -1.24941004e+15 -2.23158749e+15 -6.99913492e+14\n", - " -2.09171435e+15 1.31073434e+15 -8.34260914e+14 2.81628730e+15\n", - " 1.04870909e+15 8.60701623e+14 2.24064854e+14 3.50836092e+14\n", - " -1.21387892e+15 1.46549050e+15 -3.29434355e+14 -1.34585693e+15\n", - " 6.14841636e+14 1.40889933e+15 7.05994436e+14 1.88649274e+15\n", - " -1.32982317e+15 7.99839487e+14 -6.98227443e+13 1.78174919e+14\n", - " -1.17681068e+15 -2.34579173e+15 9.18616378e+14 -8.81253324e+14\n", - " -1.46139387e+15 1.27563440e+15 -5.17445511e+13 1.58430761e+15\n", - " 1.45155419e+14 -2.24584931e+15 1.75430745e+14 1.16974542e+15\n", - " 2.07510870e+15 -5.48830742e+14 -1.18058577e+14 -9.26282713e+13\n", - " 2.19933714e+15 2.79417348e+14 7.47143098e+14 -3.93734221e+14\n", - " 1.26606696e+15 -1.18012628e+15 -1.68166386e+15 -2.71436818e+14\n", - " 1.30049943e+15 2.37683457e+15 1.08277964e+15 9.35418278e+14\n", - " 2.30390062e+15 8.66827455e+14 -4.50724719e+13 8.81304365e+14\n", - " -1.04350917e+15 -7.33143658e+13 -1.91682482e+15 -1.98773620e+15\n", - " 7.13584152e+14 -3.01799913e+14 9.79113723e+14 1.56753038e+15\n", - " 1.15303297e+15 1.82037649e+15 2.11952864e+15 8.56552730e+14\n", - " -1.05295304e+15 2.64423763e+15 -1.82148818e+14 -1.12418135e+14\n", - " 7.18207781e+14 -4.53765788e+14 1.56795223e+13 -6.21842221e+14\n", - " 1.77242050e+14 -7.56068122e+14 -1.11429194e+15 1.30689593e+15\n", - " -1.04406769e+15 4.92471133e+14 -5.55869105e+14 1.13110582e+15\n", - " 2.84010129e+14 -2.33091171e+14 -1.03076889e+15 -6.84170040e+14\n", - " -1.42807213e+15 1.12836125e+15 -1.58610718e+14 1.11637880e+15\n", - " 1.00940984e+15 5.34646331e+14 -8.20598704e+14 5.44021919e+13]\n", "Found 2288 total galaxies in catalog for cluster 52451\n", - "[-1.99855724e+14 5.74977704e+14 2.51711568e+15 ... 5.13582265e+14\n", - " 2.00219716e+14 2.70815168e+14]\n", "Found 1273 total galaxies in catalog for cluster 51057\n", - "[-5.77592599e+14 1.19695330e+15 9.35335302e+14 ... 3.29000665e+14\n", - " 4.96010217e+14 -4.30210659e+14]\n", "Found 1986 total galaxies in catalog for cluster 14210\n", - "[ 3.66732523e+14 -5.42778432e+14 -7.57968585e+14 ... -7.38945616e+14\n", - " -4.70407093e+14 4.22774185e+14]\n", "Found 2256 total galaxies in catalog for cluster 33410\n", - "[-2.11907885e+13 -1.40875028e+15 -3.36843615e+14 ... 9.48029406e+14\n", - " -2.44515092e+14 3.24947825e+14]\n", "Found 2978 total galaxies in catalog for cluster 78132\n", - "[-1.10794332e+15 1.89498600e+15 -3.70788096e+15 ... -9.53738310e+14\n", - " 1.62484604e+14 4.16125663e+14]\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "cluster_z and type 0.49929956 \n", - "cluster_z and type 0.64601874 \n", - "cluster_z and type 0.6410095 \n", - "cluster_z and type 0.6587467 \n", - "cluster_z and type 0.8156214 \n", - "cluster_z and type 0.6254669 \n", - "cluster_z and type 0.8727886 \n", - "cluster_z and type 0.5422798 \n", - "cluster_z and type 0.77666825 \n", - "cluster_z and type 0.33334264 \n", - "cluster_z and type 0.72671944 \n", - "cluster_z and type 0.46572214 \n", - "cluster_z and type 1.035111 \n", - "cluster_z and type 0.9868597 \n", - "cluster_z and type 0.48154548 \n", - "cluster_z and type 0.34901306 \n", - "cluster_z and type 0.660803 \n", - "cluster_z and type 0.5489526 \n", - "cluster_z and type 0.5732822 \n", - "cluster_z and type 0.48545152 \n", - "cluster_z and type 0.48073718 \n", - "cluster_z and type 0.5205169 \n", - "cluster_z and type 0.45513922 \n", - "cluster_z and type 0.37233016 \n", - "cluster_z and type 0.72563916 \n", - "cluster_z and type 0.25462273 \n", - "cluster_z and type 0.549555 \n", - "cluster_z and type 0.71684 \n", - "cluster_z and type 0.56993246 \n", - "cluster_z and type 0.6154449 \n", - "cluster_z and type 1.0356219 \n", - "cluster_z and type 1.0020661 \n", - "cluster_z and type 0.23431362 \n", - "cluster_z and type 0.5927657 \n", - "cluster_z and type 0.6087652 \n", - "cluster_z and type 0.6046681 \n", - "cluster_z and type 0.50011617 \n", - "cluster_z and type 0.593976 \n", - "cluster_z and type 0.8731144 \n", - "cluster_z and type 0.592247 \n", - "cluster_z and type 0.43162814 \n", - "cluster_z and type 0.51871866 \n", - "cluster_z and type 0.34493634 \n", - "cluster_z and type 0.43753046 \n", - "cluster_z and type 0.6061629 \n", - "cluster_z and type 0.71660864 \n", - "cluster_z and type 0.8984475 \n", - "cluster_z and type 0.86106193 \n", - "cluster_z and type 0.57198143 \n", - "cluster_z and type 0.48342547 \n", - "cluster_z and type 0.24044088 \n", - "cluster_z and type 0.6384199 \n", - "cluster_z and type 0.45206454 \n", - "cluster_z and type 0.7653682 \n", - "cluster_z and type 0.4100084 \n", - "cluster_z and type 0.9812018 \n", - "cluster_z and type 0.99775815 \n", - "cluster_z and type 0.8671669 \n", - "cluster_z and type 1.0477397 \n", - "cluster_z and type 0.49412334 \n", - "cluster_z and type 0.596166 \n", - "cluster_z and type 0.9101417 \n", - "cluster_z and type 0.5932099 \n", - "cluster_z and type 0.7193937 \n", - "cluster_z and type 0.653051 \n", - "cluster_z and type 0.53016365 \n", - "cluster_z and type 0.46268275 \n", - "cluster_z and type 0.84439105 \n", - "cluster_z and type 1.1292421 \n", - "cluster_z and type 0.28674597 \n", - "cluster_z and type 0.7892001 \n", - "cluster_z and type 0.5305519 \n", - "cluster_z and type 0.62169576 \n", - "cluster_z and type 0.61630654 \n", - "cluster_z and type 1.0183831 \n", "Process 0 done reading\n", "Overall pair count = 168710\n", "Collecting data for cluster 0\n", "Found 2416 total galaxies in catalog for cluster 11\n", - "[-7.84078591e+13 -1.00634301e+14 -3.19048159e+15 ... 7.20812384e+14\n", - " -4.77552103e+14 -4.47345378e+12]\n", "Found 1982 total galaxies in catalog for cluster 827\n", - "[-8.46831090e+14 5.15085280e+14 -1.85691178e+15 ... -8.03486220e+14\n", - " -8.42444951e+14 -4.19608013e+14]\n", "Found 1929 total galaxies in catalog for cluster 1985\n", - "[ 4.00798096e+14 -1.82269476e+15 9.61865720e+14 ... -7.99938076e+14\n", - " -1.07058421e+15 -2.95530953e+14]\n", "Found 1887 total galaxies in catalog for cluster 1632\n", - "[-8.94770475e+14 4.96600824e+14 -1.86244835e+15 ... -3.54982182e+14\n", - " -2.30181381e+14 -4.35457154e+14]\n", "Found 639 total galaxies in catalog for cluster 2453\n", - "[ 3.17901539e+14 -1.20173834e+15 1.96521915e+15 -7.65320022e+14\n", - " 2.15408572e+15 -6.83488687e+14 -1.66360820e+15 -1.38111094e+14\n", - " 6.09073706e+14 6.55727956e+14 1.50203827e+15 4.23140019e+15\n", - " -5.48812825e+15 -1.41933357e+15 2.65259082e+15 -1.36075730e+15\n", - " 2.51354537e+15 -5.91932694e+15 -3.62016948e+14 -8.16175853e+15\n", - " 1.22788868e+15 1.60257479e+15 1.08473754e+15 1.23446796e+14\n", - " -3.76759600e+15 1.34063631e+14 -3.05603404e+15 -2.83929091e+15\n", - " 8.06540128e+14 1.65371572e+14 2.11301947e+15 -1.50320952e+15\n", - " -1.76033451e+15 -3.70423259e+15 -5.06373053e+15 -1.53819805e+15\n", - " 7.37449815e+15 -2.89862043e+15 5.94223200e+15 2.25060088e+13\n", - " -3.32195612e+14 5.77637401e+15 -6.26074231e+15 -1.16156410e+15\n", - " 4.06447428e+15 4.44855940e+14 2.83914646e+14 8.51787090e+14\n", - " 1.21466035e+15 4.49690122e+14 -2.68145478e+15 -2.21506749e+15\n", - " 4.51329810e+14 1.14068697e+15 -1.94813624e+15 -1.09527766e+15\n", - " -4.53310308e+14 -1.16718374e+15 1.50873649e+15 -3.35997006e+15\n", - " -2.94346967e+15 6.94644019e+14 1.74857083e+15 2.71994900e+15\n", - " -1.76904857e+15 -3.56103624e+14 -3.59296928e+15 -4.08083870e+14\n", - " -3.21530685e+15 -5.57444454e+15 -7.19877849e+14 1.03309420e+13\n", - " 2.89153414e+15 -9.60957431e+14 -3.44345143e+15 -1.69587965e+15\n", - " -3.18230545e+15 -2.11982864e+14 1.64596726e+15 -1.99841567e+15\n", - " -2.05610536e+15 2.16831686e+15 -1.14003166e+15 1.56920741e+15\n", - " 2.30552185e+15 9.83585081e+13 1.12396846e+15 1.29592296e+15\n", - " 1.51524584e+15 3.30626740e+14 -1.05094797e+14 -1.71804680e+15\n", - " 1.09111833e+14 -1.97289682e+15 -1.34911972e+15 -2.71216543e+15\n", - " -3.29391976e+15 -6.28314706e+14 9.42407938e+14 -1.35834594e+15\n", - " 5.80514552e+14 2.59735166e+15 1.23947238e+15 1.77355355e+15\n", - " 7.29983171e+14 -5.00624799e+14 -9.02730373e+14 7.63249970e+14\n", - " -2.56076590e+14 -3.35993119e+14 -3.16141345e+15 2.46189192e+15\n", - " -4.02419287e+15 -8.89363815e+14 -7.05752539e+14 6.59502403e+13\n", - " -1.67366257e+15 -2.16298170e+15 -3.42405617e+15 8.35578347e+14\n", - " -5.96303311e+13 -1.59689110e+14 -1.35082449e+15 -3.87497362e+14\n", - " 5.50280707e+14 1.85121736e+15 4.67120886e+14 1.35374176e+15\n", - " -1.26081605e+15 -3.85066534e+15 -4.21222994e+14 4.60391053e+13\n", - " 1.89467221e+15 8.67177129e+14 -1.91674534e+14 5.09806188e+15\n", - " 1.61333721e+15 -5.79645383e+14 6.60516740e+14 1.10927757e+14\n", - " -2.38653505e+14 -4.92644451e+14 4.45286382e+15 5.71960863e+14\n", - " -2.63779287e+15 3.30507492e+14 8.78262269e+14 -1.65849555e+15\n", - " -7.37026761e+14 -6.29092214e+14 -3.11201838e+14 -9.81315916e+14\n", - " 3.32410833e+15 -1.79930247e+13 1.14407770e+15 -1.88759613e+15\n", - " -4.08723033e+14 -2.03281387e+15 -1.90174364e+15 1.01606769e+15\n", - " 4.57213571e+15 -2.65686708e+15 1.36298087e+15 8.68339402e+13\n", - " -4.60943633e+15 1.81132810e+15 -4.56649642e+14 1.71075540e+15\n", - " -1.28405594e+15 -9.62428151e+14 -1.41755799e+15 9.02281896e+14\n", - " 4.56743566e+14 3.41017502e+15 -3.86419442e+14 1.46078389e+15\n", - " -1.40713306e+15 2.18044487e+15 -9.12795621e+14 1.01553405e+15\n", - " -1.03536770e+15 2.63984577e+15 6.33249633e+14 -1.96702180e+15\n", - " -6.87113687e+14 2.49930036e+15 2.17765001e+15 -6.33195295e+14\n", - " -1.40489587e+15 1.93602775e+15 8.17263355e+14 3.49042718e+13\n", - " 2.79030537e+15 -1.82997685e+14 -3.26489921e+14 -8.28150969e+13\n", - " -1.11757535e+15 -8.79819999e+14 1.13948017e+14 -1.79165795e+15\n", - " 3.36076905e+12 2.20260733e+13 -1.84266162e+15 -2.07262153e+15\n", - " -7.37642481e+14 -1.06571681e+15 -3.00187944e+15 1.03982045e+14\n", - " -1.36346297e+15 -1.38197027e+15 -1.21625909e+15 5.29766268e+14\n", - " -1.65365613e+15 2.08930634e+13 -1.18651860e+15 -7.94514531e+13\n", - " 9.49320728e+14 -4.94329971e+14 2.58309699e+14 4.58150328e+14\n", - " -3.10536721e+14 4.74319720e+14 -1.54883538e+15 2.54635494e+15\n", - " 2.15953113e+15 2.38621086e+15 2.10617078e+13 2.05174258e+15\n", - " 4.53480123e+14 -2.02138343e+15 -1.23301246e+15 4.54723966e+14\n", - " -4.80958006e+14 1.40822052e+15 5.10546470e+14 1.30598866e+15\n", - " 2.36197537e+15 -1.92914820e+15 -1.60485731e+15 2.92246258e+15\n", - " -1.40487226e+15 -3.48068166e+14 1.94948340e+14 1.14923866e+15\n", - " 1.10098925e+15 1.42969683e+14 -1.44051918e+15 -9.62204424e+14\n", - " 9.81542242e+14 1.17378936e+15 1.32032863e+15 9.81885769e+14\n", - " 6.57858627e+14 -2.28605690e+15 -3.55167889e+14 1.17248971e+15\n", - " 8.11217925e+14 -2.28251269e+15 1.44264651e+14 5.42073330e+14\n", - " -2.87516135e+14 -2.18638038e+14 3.51969297e+14 4.23690110e+14\n", - " 1.82139997e+15 1.49341608e+15 -8.73027336e+14 8.44449204e+14\n", - " -4.43634265e+14 -6.49633848e+14 -4.72082058e+14 -4.36307345e+14\n", - " -7.39596100e+14 -1.99532934e+15 8.61670109e+14 -1.44966116e+15\n", - " -2.27667065e+15 2.42734140e+14 -1.12296065e+15 1.78950596e+15\n", - " -4.58266804e+14 9.34550075e+14 -1.19039198e+13 -9.71408451e+14\n", - " 1.13377602e+15 9.76683316e+14 1.47579514e+15 1.31055898e+15\n", - " 1.03599217e+15 1.03278429e+15 1.68868116e+15 1.15162694e+15\n", - " 2.18727096e+15 1.27019642e+15 2.76455879e+14 -1.71263771e+15\n", - " -1.60943475e+15 1.88834956e+15 -2.98389921e+14 -4.68090438e+14\n", - " 5.44568085e+14 6.89213988e+13 1.19688930e+15 -8.41089453e+14\n", - " -6.69864475e+14 -1.84403336e+14 9.04632311e+14 -3.99702513e+14\n", - " 9.82490585e+14 -3.82881759e+14 -6.61603299e+14 9.59592161e+14\n", - " 2.46458091e+14 -1.55033450e+15 3.35024475e+14 8.33522802e+14\n", - " 3.03599381e+13 -4.75820953e+14 -1.70970343e+15 -4.05721294e+14\n", - " -9.44792866e+13 3.30889184e+15 7.30861193e+14 -1.71951963e+15\n", - " -6.00140014e+14 -1.08944730e+15 -4.32754270e+14 -2.94193905e+15\n", - " 9.28343207e+14 -1.98901719e+15 -6.95849482e+14 -4.50983140e+14\n", - " 5.50370422e+14 1.50952648e+15 3.16201945e+15 -8.57304737e+14\n", - " 1.44509419e+15 1.57581047e+15 -2.11311205e+15 -7.08982762e+14\n", - " -1.36717262e+15 1.33265145e+15 1.59210551e+15 1.57195031e+15\n", - " 9.26595564e+14 8.62271983e+13 1.84046703e+15 -2.45686580e+14\n", - " 7.57490925e+14 -1.72289997e+15 2.03289221e+15 1.26104006e+15\n", - " 4.35246408e+14 2.17447330e+15 2.03664175e+14 -1.78811620e+14\n", - " -5.72884569e+14 -1.05692048e+14 -6.88761063e+14 1.62409826e+15\n", - " 3.76614423e+14 1.09046348e+15 -1.67783438e+14 -1.37224173e+15\n", - " -8.30372881e+13 1.11725024e+15 -7.54221482e+14 -2.36951309e+15\n", - " -1.20614090e+15 -6.44226310e+14 2.09273455e+14 -7.02744206e+14\n", - " -5.41392168e+14 3.92339653e+15 6.53481727e+14 -4.58804115e+14\n", - " 1.64998551e+15 -4.41414866e+14 -2.55415219e+14 -1.25722703e+15\n", - " 1.41706853e+14 1.34657520e+15 2.78118572e+14 1.10129971e+15\n", - " 1.27606414e+15 -3.86279380e+14 2.32801423e+15 1.14420332e+15\n", - " -1.12650816e+15 5.39549464e+14 5.27734351e+14 -1.76664377e+15\n", - " 1.29430727e+15 2.89985455e+14 2.39379810e+15 2.43301966e+14\n", - " 2.45970092e+15 1.63084861e+14 2.51439141e+14 -1.12189316e+14\n", - " -1.55112280e+15 -1.79386074e+15 3.03017002e+14 1.96171667e+15\n", - " 8.69354571e+14 1.22259831e+14 -1.66942716e+14 7.41026746e+14\n", - " 3.50317717e+15 6.14497906e+14 -5.88305747e+14 -4.27336291e+14\n", - " -2.27051324e+15 2.00377415e+15 -1.60505553e+15 2.36651626e+14\n", - " 4.26135654e+14 -1.67028361e+14 9.30556581e+14 2.60111221e+14\n", - " -1.47223732e+14 5.84663523e+14 -1.53702328e+15 6.63610826e+14\n", - " 1.00045288e+15 6.68046977e+14 1.38462293e+14 -1.28879078e+14\n", - " -6.84225624e+14 -1.11967933e+14 -7.88279089e+14 6.31104124e+14\n", - " 3.17021497e+15 4.86026129e+14 9.28988570e+14 2.73849089e+14\n", - " 2.50180090e+14 -8.85974548e+14 -2.08576403e+15 7.08567387e+13\n", - " -1.22932812e+15 3.98435552e+14 5.47090106e+15 -1.89622308e+15\n", - " 7.34317002e+14 -8.91693210e+14 1.22787472e+15 -4.55544577e+14\n", - " -1.30215313e+14 4.74352311e+14 1.40814279e+14 6.42429277e+14\n", - " -5.31846100e+14 8.16767707e+14 2.30602500e+15 1.07043385e+15\n", - " -1.87081473e+14 7.91942305e+14 1.29630758e+15 -2.64228469e+14\n", - " -6.99536678e+14 -3.31283322e+14 -4.03972321e+15 2.26353796e+14\n", - " -2.38836304e+14 1.31547830e+15 5.37671217e+14 -1.38118905e+15\n", - " -1.65260350e+15 2.17497562e+14 -1.87679638e+14 -2.74295065e+14\n", - " 1.46249084e+15 1.31420385e+14 1.57365826e+15 -8.21463698e+14\n", - " 5.39205401e+14 8.27528329e+13 1.37654260e+15 -1.47843783e+15\n", - " 2.89295196e+13 9.62796078e+14 2.57329998e+15 6.82260944e+14\n", - " -7.60769086e+14 1.40476887e+15 1.14093203e+15 1.85964728e+15\n", - " -6.70013767e+14 -5.23207485e+14 -3.76569373e+13 4.25998535e+13\n", - " -9.34815926e+14 -1.50673269e+14 2.31212558e+15 -6.49583083e+14\n", - " 2.22253001e+15 8.78288859e+14 1.81076917e+15 3.79056268e+14\n", - " -1.23340360e+15 -7.62565244e+14 1.18313002e+15 5.05693592e+14\n", - " -1.01760072e+14 1.23468256e+15 1.30220671e+15 -2.94620567e+14\n", - " 1.15416770e+15 -8.35207373e+14 -8.71891115e+14 -9.12556412e+14\n", - " 6.69788826e+13 1.92822832e+15 -1.94321995e+15 3.89301920e+14\n", - " 2.27497581e+15 -6.79603187e+14 3.60929369e+14 9.38393551e+14\n", - " -1.95890905e+15 1.71727120e+15 -6.57467277e+14 5.41077175e+14\n", - " 6.34385933e+14 -3.36460861e+15 -2.25600400e+14 -1.01726521e+15\n", - " 4.94108517e+13 -1.89436267e+14 5.10039592e+14 2.10030902e+14\n", - " 1.66102020e+15 -6.72974464e+14 -2.07785601e+14 9.39568817e+14\n", - " 5.04948403e+14 1.90947893e+15 8.49930318e+14 -7.98066615e+13\n", - " 4.96423129e+14 1.04497661e+15 -6.84682004e+14 -1.72394986e+14\n", - " 1.88508675e+15 5.21609702e+14 1.15892448e+15 -1.55968053e+15\n", - " 1.48685914e+15 -1.11923016e+15 -1.56648493e+15 7.07432260e+14\n", - " 7.64340128e+14 6.97831894e+14 -1.98922771e+15 8.71545649e+14\n", - " 2.11845561e+15 1.54964365e+15 -1.27938452e+15 -6.07543926e+14\n", - " 2.30350720e+13 -1.47199996e+15 -8.42501281e+14 -2.24123896e+15\n", - " 1.14374472e+15 5.51674780e+14 1.62689147e+15 -1.58582331e+15\n", - " 5.97023010e+15 -2.05880191e+15 -7.67832354e+14 3.19590359e+14\n", - " -2.09085350e+14 1.35105747e+15 1.23162513e+14 4.91217882e+14\n", - " 6.50929742e+14 1.42705206e+15 -2.52809008e+14 -1.48196424e+15\n", - " 9.94581272e+13 1.18841728e+15 1.74721806e+15 6.36321918e+14\n", - " 1.61968443e+13 -8.80048703e+14 1.71384917e+14 -1.33669647e+14\n", - " -1.03218369e+15 -7.64195644e+14 9.73266696e+14 -2.13680406e+14\n", - " -1.81436486e+15 -1.53566688e+15 -8.26534543e+13 1.14758055e+15\n", - " -5.33214995e+14 1.96703311e+15 1.15572648e+15 1.04728711e+14\n", - " -9.69652004e+14 3.03590649e+14 -1.27206660e+14 -6.47700645e+14\n", - " -2.57283683e+15 6.74687622e+14 -2.11664923e+14 3.80625611e+15\n", - " -2.13390734e+14 1.27075750e+15 1.38327904e+15 4.25220492e+13\n", - " -2.19473690e+13 -8.78522344e+14 -6.72903341e+14 -1.45062657e+14\n", - " 7.13939778e+14 -7.21557115e+14 8.23849186e+14 9.25285927e+14\n", - " -1.59616819e+14 5.13961107e+14 -8.43742776e+13 -2.85905432e+14\n", - " -1.35925750e+15 4.40641253e+14 -1.22775857e+15 1.08794357e+14\n", - " 1.30499440e+14 -7.42688889e+14 -1.05241816e+15 2.55494869e+14\n", - " -9.85172249e+14 -3.68551689e+13 -9.44230082e+13 1.56873065e+15\n", - " -3.24017305e+14 1.69380869e+14 3.78109943e+14]\n", "Found 3068 total galaxies in catalog for cluster 2678\n", - "[-2.48291919e+15 3.58325592e+15 1.98706130e+14 ... 4.70434671e+14\n", - " 9.61785497e+13 3.42119433e+14]\n", "Found 722 total galaxies in catalog for cluster 4643\n", - "[-6.10171816e+14 -1.08471463e+15 -2.21196630e+15 2.00353886e+15\n", - " -6.10463193e+15 8.96564122e+14 8.82717452e+14 -4.00409096e+14\n", - " -4.54966709e+15 6.87843518e+14 -3.88795067e+15 -1.92027011e+15\n", - " 1.49151429e+15 4.40400089e+15 2.41060522e+13 3.52704706e+15\n", - " -7.23279933e+14 -2.26818932e+15 1.82940062e+14 2.88046176e+15\n", - " 1.79265489e+15 -1.99801446e+15 -5.35236018e+14 -4.82349822e+15\n", - " -1.19599143e+15 -1.33250602e+15 -3.25056303e+15 3.07437935e+15\n", - " -1.81715063e+15 4.68151992e+15 -1.33677818e+15 -1.25807045e+15\n", - " -1.23057604e+15 5.58586572e+15 -1.43414895e+15 3.16999863e+15\n", - " -2.12840059e+14 -7.89501606e+14 -1.65979310e+15 -5.30716123e+14\n", - " 7.92322156e+14 -9.62513250e+14 1.51281106e+15 9.36904275e+14\n", - " -4.49879190e+15 3.41453603e+14 1.51880042e+15 1.67663310e+15\n", - " 2.57652204e+15 -2.92769625e+15 1.79833944e+15 -1.73138475e+15\n", - " 3.43100651e+14 1.52361154e+15 -1.92158566e+15 8.29461390e+14\n", - " -1.57158307e+15 -2.68199833e+15 -1.14063062e+13 2.82190151e+15\n", - " -3.75295604e+15 1.35087680e+15 6.70298466e+14 1.83640603e+15\n", - " 5.34641976e+14 -1.65946638e+15 1.74073099e+15 8.36185756e+14\n", - " -4.94088507e+14 -2.33821985e+13 -2.57056140e+15 6.02531444e+14\n", - " 5.25729104e+15 7.77598973e+14 -1.80934426e+15 -2.55683802e+15\n", - " -9.60039994e+14 -8.50041618e+14 9.43869425e+13 3.03281283e+15\n", - " 3.66218118e+15 -4.22080188e+15 -2.72988538e+14 1.53257881e+12\n", - " -6.09067213e+14 -3.19336741e+15 -2.41396150e+15 4.68515442e+14\n", - " 1.38067990e+15 -4.87259767e+15 -1.38243616e+15 -6.29314397e+14\n", - " 1.01082350e+15 1.25548263e+15 -2.42722638e+15 5.96116228e+14\n", - " -2.78051975e+15 4.51725483e+15 7.81208004e+14 -3.19516206e+14\n", - " -1.22785733e+15 2.40122914e+15 1.13536927e+15 -2.18815096e+15\n", - " -4.88382310e+14 -7.58336683e+13 -2.32149521e+15 8.90218899e+14\n", - " -6.06503664e+14 -5.15922356e+14 1.43274187e+15 1.15170039e+15\n", - " -1.51447401e+15 -1.93626571e+15 4.84160665e+14 2.62131970e+14\n", - " -1.86907316e+15 -5.99413809e+15 1.05448405e+15 1.72864933e+15\n", - " 2.53896533e+15 1.45773802e+14 -1.59281153e+13 -1.17244931e+15\n", - " 1.20455185e+15 9.33679093e+14 1.29939541e+15 -5.05628958e+15\n", - " -1.33978575e+15 -3.51518404e+15 2.21778160e+15 -3.28125404e+15\n", - " -1.53317872e+15 -2.32414920e+15 -3.17075771e+14 -1.95033025e+15\n", - " 1.04259446e+15 1.99467725e+15 2.67727940e+15 -6.23329482e+14\n", - " -2.13960360e+15 -8.07775344e+14 1.93542365e+15 -2.23948222e+15\n", - " -3.24970406e+15 -2.51974828e+15 -4.67961265e+15 -1.30306755e+15\n", - " 4.49609527e+15 -1.11607106e+15 1.66287996e+15 2.15205271e+15\n", - " 2.73521965e+15 2.06628703e+15 -1.91329093e+14 6.40587205e+14\n", - " -2.57213384e+15 -6.21462534e+14 -1.25480711e+15 -2.95696102e+15\n", - " 1.11513858e+15 -7.42542724e+14 1.16756191e+15 1.44080276e+15\n", - " 4.03308486e+14 9.24311691e+14 -3.68271973e+14 4.18441316e+14\n", - " 1.64394850e+14 1.24963154e+15 -1.24272243e+15 -5.01353757e+14\n", - " 1.63303245e+15 9.38378378e+14 -3.32025389e+14 -3.43720115e+14\n", - " -9.89568860e+13 3.47360087e+15 1.07009748e+15 2.20958447e+15\n", - " 2.04962531e+15 -8.29401494e+13 -1.95689454e+15 1.37007611e+14\n", - " 7.39601755e+14 2.33228742e+15 -4.04714408e+15 2.16882754e+14\n", - " 4.29963517e+15 1.42877282e+15 1.96737949e+14 6.06840901e+15\n", - " 3.05204733e+15 5.12059162e+15 2.39372070e+15 2.30033424e+15\n", - " -4.81098150e+15 -1.27724947e+15 1.36042088e+15 1.52593534e+15\n", - " -1.27256812e+15 1.75087816e+15 1.44697377e+15 -9.30403791e+14\n", - " 2.23843598e+15 2.40996670e+15 1.62968569e+15 3.66491617e+15\n", - " 2.13750801e+14 -5.59995149e+14 -1.91049114e+15 1.44818352e+15\n", - " 8.40498635e+14 -1.63104880e+15 -1.09714638e+15 -9.38301616e+14\n", - " -1.10475765e+15 -7.10873370e+14 4.97310150e+14 -8.01792175e+14\n", - " -5.40529512e+15 8.55805227e+14 -8.55092597e+14 -1.82298607e+14\n", - " 1.28935640e+15 4.35216561e+14 1.70917530e+15 -1.22232233e+15\n", - " 3.39615621e+14 -9.96514136e+13 4.35742564e+13 -1.04156211e+15\n", - " 1.71571219e+15 7.43916595e+14 1.28803122e+15 -7.26037886e+14\n", - " 2.20804984e+15 -1.26523899e+15 1.06156916e+15 -1.23419199e+15\n", - " 8.83043245e+14 -9.81001288e+13 -2.39662121e+15 -1.37623535e+15\n", - " -2.67959935e+15 -1.98440974e+15 2.66850971e+14 -9.14946745e+14\n", - " -5.44104189e+14 -1.64151264e+15 -4.22614466e+15 1.27533431e+15\n", - " -1.26058291e+15 3.33460115e+15 -9.70999654e+14 1.01683379e+14\n", - " 4.38238760e+13 -3.19361020e+14 -9.05996476e+14 1.17808428e+15\n", - " -1.20452004e+15 -3.99329972e+14 1.61246119e+15 -1.63867372e+15\n", - " -5.72979319e+14 9.29042916e+14 1.71775006e+15 1.42408706e+15\n", - " -1.61103081e+15 2.18380727e+15 -1.03396192e+15 -2.62572208e+14\n", - " 9.85110838e+13 -3.86564704e+14 -1.31252518e+15 -7.62247230e+14\n", - " -2.45289604e+14 2.92885156e+13 2.78115558e+15 3.33863921e+15\n", - " -9.74223702e+14 1.02680972e+15 1.66286797e+14 -7.29148393e+13\n", - " -1.32211223e+15 3.51581177e+13 -4.97696372e+14 -6.99808117e+13\n", - " 6.62980927e+14 5.15869878e+14 -4.14868108e+14 -3.15953671e+13\n", - " -1.80669927e+15 9.97804087e+14 -1.50838623e+15 5.21316603e+13\n", - " -4.81142648e+14 8.94411617e+14 5.44014511e+13 1.72674302e+15\n", - " -6.95474256e+14 1.94680585e+15 -2.19005490e+15 2.14581732e+15\n", - " -3.16503548e+14 -2.20650315e+15 3.82262167e+14 -2.40358316e+14\n", - " -2.73591565e+14 -1.24637362e+15 -4.80994330e+15 -1.81874876e+15\n", - " 1.92003407e+15 -6.94007235e+14 6.19330555e+14 -1.74450350e+15\n", - " 2.56667559e+15 1.76225977e+15 7.38915917e+14 6.76417450e+15\n", - " -7.61654987e+13 5.68552820e+13 -1.05232801e+15 1.24570219e+15\n", - " -4.19403190e+14 -1.50965974e+15 8.25224393e+14 1.71066577e+15\n", - " 1.07911116e+15 -1.98158738e+15 -3.15614705e+14 -1.32649305e+15\n", - " -1.47868117e+15 6.69050843e+14 -1.09919004e+15 1.36832990e+15\n", - " -1.68168194e+15 -1.97764306e+15 2.30544065e+15 1.28035487e+15\n", - " -5.58106683e+14 5.05489210e+14 1.25118535e+15 -2.70144452e+15\n", - " -2.16699956e+15 1.07240469e+15 -8.77768710e+13 7.97135571e+14\n", - " -2.17435260e+15 -6.82175495e+13 2.19171768e+14 -1.73075008e+15\n", - " 6.17899860e+14 1.16398056e+15 3.13033384e+14 7.27978292e+14\n", - " -8.00887204e+14 -2.58576606e+14 -2.48990328e+14 -9.16175722e+14\n", - " -1.41391028e+14 -1.85863783e+15 -1.37234943e+15 1.95971283e+15\n", - " -3.12918133e+14 -2.69082318e+15 1.37917374e+15 -1.72231923e+14\n", - " 5.03265979e+15 6.12902791e+14 -8.11879206e+14 1.94063319e+15\n", - " 1.72005676e+15 6.14154190e+14 -2.49839439e+15 -1.05544535e+15\n", - " -9.42714566e+14 5.57231070e+14 2.26330608e+15 -7.72836473e+14\n", - " 1.51545354e+15 2.96387376e+15 -3.89184182e+14 -1.31708035e+15\n", - " 1.46746251e+14 -1.37742216e+15 -4.26953222e+14 -6.39999851e+14\n", - " 9.05467547e+14 -2.58968225e+14 3.87870517e+15 1.85809886e+15\n", - " 1.37958297e+15 2.84994382e+15 1.03458317e+14 7.45855080e+14\n", - " 1.04967819e+15 2.91838682e+14 -6.93211021e+14 -8.90319069e+14\n", - " 1.27625908e+15 1.33045159e+15 8.65209142e+14 3.61102363e+15\n", - " 1.54096472e+15 1.18819904e+15 5.00619568e+14 1.60933437e+15\n", - " -2.08563616e+15 1.66438454e+15 2.62860289e+15 -5.72268379e+14\n", - " -2.72770010e+14 -3.94916758e+14 -4.03196525e+14 2.49167076e+15\n", - " 1.65909275e+15 -1.17520805e+15 -3.99671775e+14 -2.09825461e+14\n", - " -9.28415852e+14 3.12163119e+14 4.25002558e+14 7.04000768e+14\n", - " -3.47936590e+14 -9.38290548e+14 -2.01453703e+14 3.59214184e+14\n", - " -8.22556654e+14 5.59928017e+14 2.10286462e+15 9.09638837e+13\n", - " -7.76107214e+14 -3.72005817e+13 -1.33992815e+15 1.21063419e+15\n", - " 1.90943916e+15 2.52443434e+15 -1.19303154e+14 -7.50433235e+14\n", - " -7.69984586e+14 1.72814764e+15 -1.67281009e+15 1.21396812e+15\n", - " 2.82238578e+15 1.34450944e+15 4.87818602e+14 -4.00007377e+15\n", - " 3.69575440e+14 -8.37766177e+14 -8.76601048e+14 3.58275717e+14\n", - " 1.37921712e+15 1.93358361e+14 8.59069761e+14 8.01518537e+14\n", - " 2.75702985e+14 8.79326284e+14 -6.00249846e+14 -7.33962473e+14\n", - " 2.08849120e+14 3.51831406e+14 -5.02582479e+14 -1.44601339e+15\n", - " 1.06268060e+15 9.73420530e+14 -6.70398338e+14 -1.16492834e+15\n", - " -9.30065683e+14 1.28462902e+15 -2.26048007e+15 3.15062455e+14\n", - " -5.55316780e+14 3.72890320e+14 -5.55320115e+14 -3.73432286e+14\n", - " -1.66677180e+15 -9.89935520e+14 6.03225500e+14 -1.64231361e+15\n", - " -1.82506378e+15 -1.69247357e+15 7.10129033e+13 -2.30473695e+14\n", - " -1.06826208e+15 2.90212089e+14 -1.46280552e+15 -3.40864582e+13\n", - " 9.42184147e+14 1.36728391e+15 -1.71794556e+15 -2.84921864e+14\n", - " 4.87993725e+14 4.04428354e+14 1.38685807e+14 2.46317312e+14\n", - " 1.44788119e+15 -1.03371247e+15 4.23751357e+14 -2.23146602e+14\n", - " -1.80909561e+15 -2.66319736e+14 1.86164831e+15 1.15851737e+14\n", - " 1.43828212e+15 1.03201557e+15 -8.51335424e+13 4.37619352e+14\n", - " -1.69531418e+15 8.73962931e+13 -1.57076816e+15 -3.00962084e+14\n", - " 6.79398606e+14 1.22308222e+15 -5.88985873e+14 1.63054809e+15\n", - " 8.07522868e+14 -2.99355756e+13 -5.93451359e+13 -3.13695688e+15\n", - " -3.00666129e+14 -5.65966433e+14 1.93984570e+14 -2.78477900e+15\n", - " 1.65734926e+14 1.62538367e+14 8.41490768e+14 2.58337098e+15\n", - " 1.85470153e+15 -3.94960748e+14 -7.38198076e+13 1.00962049e+15\n", - " -3.69322574e+14 9.43153962e+14 1.25857530e+14 -7.18333234e+14\n", - " -7.83902223e+13 -1.96738804e+15 -1.66043815e+15 -1.41822576e+15\n", - " 1.39163960e+15 -1.47420436e+15 -1.00149238e+15 -1.12171602e+15\n", - " 1.43397402e+15 -2.46251551e+15 -7.58172774e+14 -1.70479403e+15\n", - " -9.73547128e+14 -9.67759936e+13 6.04785097e+14 5.26430411e+14\n", - " -9.59457734e+14 9.97965317e+13 -4.39424418e+14 5.81766943e+14\n", - " 1.23169946e+14 1.76628818e+15 1.13287651e+15 3.25804794e+14\n", - " -2.32938704e+15 1.01506361e+15 -1.21294797e+15 -4.16970089e+14\n", - " 3.08722200e+14 6.33877842e+13 -1.40404661e+15 -1.41798410e+15\n", - " 1.80342839e+15 2.94688411e+14 -8.44557615e+14 2.80207297e+14\n", - " -7.72326106e+14 6.05637627e+14 -5.97337970e+14 -1.06116541e+15\n", - " 1.18564096e+14 -1.83503111e+15 2.03686477e+15 -2.25859798e+15\n", - " -1.49096174e+15 5.11438145e+14 3.33919432e+15 -2.72990044e+14\n", - " 1.06559124e+14 -3.54047470e+14 -2.25738869e+15 4.09777485e+14\n", - " 2.26778225e+15 7.44000240e+14 2.19794673e+15 1.33955029e+15\n", - " -1.90484374e+15 1.39134958e+15 -1.36589026e+15 -1.18953912e+15\n", - " -1.88920258e+15 9.96856561e+14 -4.32179539e+14 -1.40346029e+15\n", - " 7.56600501e+14 2.39397554e+15 2.24143513e+14 1.93444037e+15\n", - " -3.55760543e+14 -6.89350185e+14 1.96863763e+15 -4.47767581e+15\n", - " 2.28614187e+14 1.28647030e+14 1.33705497e+14 6.76044519e+14\n", - " -1.82702021e+14 8.16658888e+14 1.18525752e+15 -1.36453536e+15\n", - " -6.68968415e+14 -1.20788858e+15 7.72577185e+14 9.54465629e+14\n", - " -9.02033284e+14 -8.72092743e+13 -8.36068282e+14 -4.36167493e+12\n", - " -1.36564958e+15 -1.79180924e+15 -1.71032979e+14 6.72630326e+12\n", - " 4.85116291e+14 -1.00098343e+15 -6.30808252e+13 -1.31794089e+15\n", - " 1.49336232e+15 5.72800810e+14 8.46817337e+14 -6.69984561e+14\n", - " 1.08209706e+15 -4.46591529e+14 1.41847242e+14 3.12324652e+14\n", - " -1.31585196e+15 1.52962789e+14 -5.64004498e+14 -1.45109991e+15\n", - " -8.61813099e+14 -8.27299478e+14 1.02039831e+15 3.00140350e+14\n", - " -7.74362480e+14 9.40462698e+14 -1.78103336e+15 6.17533292e+14\n", - " 4.91194477e+14 2.98732274e+14 1.84479624e+14 7.01264123e+14\n", - " 1.26539724e+15 9.37891868e+14 -4.34006644e+14 -1.48679120e+15\n", - " -4.39692316e+14 5.74177055e+14 5.43614540e+14 6.45304104e+14\n", - " -9.33395688e+14 1.47084968e+14 1.08237551e+15 4.82538496e+14\n", - " 1.01906656e+15 -1.68919274e+15 5.30058248e+14 -5.28034876e+13\n", - " 4.27585338e+15 -8.13039732e+14 -2.03172032e+13 -1.29927138e+13\n", - " 3.64000689e+14 -4.19760646e+14 1.00263868e+15 8.24888793e+14\n", - " -3.04695557e+14 6.50702053e+14 -1.65031491e+15 2.97327022e+14\n", - " -5.75991579e+14 4.04025879e+14 7.79213634e+14 6.11299109e+14\n", - " 7.22579134e+14 2.21614114e+15 4.04469065e+13 6.56458127e+14\n", - " -2.30879040e+15 6.32056868e+14 2.38060280e+14 -9.20937936e+14\n", - " 7.31873793e+14 2.93191363e+14 6.49263523e+14 8.52751632e+14\n", - " -5.68761344e+14 5.80190518e+14 2.42825277e+14 -1.86174136e+15\n", - " 3.84752036e+13 2.58855333e+14 -9.56027500e+14 3.56907899e+13\n", - " -4.37072648e+14 -1.60137043e+15 -3.27940497e+14 4.25741025e+13\n", - " 5.95415482e+14 1.67674460e+15 -1.32474466e+15 1.05423277e+15\n", - " -8.75740120e+14 9.73746189e+14 8.19309470e+14 -1.42952341e+15\n", - " 1.99841970e+13 -1.03667909e+14]\n", "Found 244 total galaxies in catalog for cluster 5084\n", - "[-4.54034882e+15 -1.20974714e+15 2.74449519e+14 4.83128128e+15\n", - " -2.10497943e+15 -5.96236435e+14 5.93828650e+14 -6.34118364e+14\n", - " -2.07572675e+14 2.50177998e+15 1.96726361e+15 -5.69940521e+15\n", - " -2.18491693e+15 -4.16719182e+14 2.14305897e+15 -2.54694871e+15\n", - " 7.38553554e+12 -1.28543908e+14 5.94969311e+15 -5.99268918e+15\n", - " -4.74406047e+14 1.45605106e+15 1.42886542e+15 -1.78940143e+15\n", - " -2.69067411e+15 -2.11233151e+15 -1.58527535e+15 3.39436584e+15\n", - " -4.33211449e+15 2.55686359e+15 -2.78808638e+15 -1.61877323e+15\n", - " 2.81518079e+15 -4.70001360e+15 -3.26539127e+15 -4.06215303e+15\n", - " -3.67488586e+15 -5.55650062e+14 -4.31765591e+15 9.20273553e+13\n", - " 6.54821682e+15 1.01067807e+15 8.93122816e+14 -3.58965634e+15\n", - " 2.36494748e+15 3.53051480e+15 -5.91976316e+15 -8.05646059e+14\n", - " -1.50201745e+15 1.17699364e+14 7.29473751e+14 4.50244333e+14\n", - " 7.62978453e+14 -3.54077021e+15 -2.31926582e+15 -3.02594435e+15\n", - " 3.03088672e+15 -2.89012508e+15 -2.36205048e+15 7.31681772e+14\n", - " 3.99427603e+14 1.69487244e+15 7.21321651e+14 8.05439316e+14\n", - " -1.55210575e+15 1.85799370e+15 -3.03215730e+15 -1.52289012e+15\n", - " -1.17369766e+15 -1.22363897e+15 3.73993511e+15 2.13042989e+15\n", - " -1.09452375e+15 2.15478829e+14 -2.63654050e+15 -4.52639481e+15\n", - " 1.85930252e+15 1.91007904e+15 3.07905605e+15 2.84104238e+15\n", - " -3.79044592e+15 -4.99967039e+14 -9.87510270e+14 7.42451572e+15\n", - " -2.82017705e+15 -2.27374647e+15 -1.55860027e+15 -4.20902160e+15\n", - " 7.46805452e+15 -2.31542366e+14 1.23014288e+15 -1.69496203e+15\n", - " -6.89830365e+14 -1.83579799e+15 6.03441446e+14 8.77455039e+14\n", - " 1.21139428e+14 4.57041895e+14 -1.33411770e+14 1.69221846e+15\n", - " 3.32424658e+15 2.24750473e+15 -4.81064155e+14 3.58151543e+14\n", - " -1.66907513e+15 -1.31253584e+15 2.68274024e+15 2.55610256e+15\n", - " -4.36310232e+15 -4.77042566e+15 -5.02996691e+15 4.48808985e+14\n", - " -3.32511665e+14 -1.24970621e+15 -9.60514916e+14 1.38421511e+15\n", - " -1.11426154e+15 -1.68092858e+15 -4.06415438e+15 2.25763300e+14\n", - " 1.46758324e+15 1.18770998e+15 4.78510911e+14 7.00408000e+14\n", - " 2.16488283e+15 -2.09316457e+14 -1.64304365e+15 3.04360606e+13\n", - " 3.13707028e+14 -4.68639470e+14 2.53064946e+15 1.17622950e+15\n", - " -3.51481324e+14 -2.34476335e+14 1.71724986e+14 2.86384805e+14\n", - " 6.25887781e+14 8.63265171e+13 -5.37861583e+14 -1.12205497e+15\n", - " 3.67759506e+14 1.78528528e+15 1.04216243e+15 -7.81718433e+14\n", - " -4.51075610e+14 1.78476428e+14 -9.52637925e+14 6.09688594e+14\n", - " -1.84465126e+14 2.95301562e+15 1.46669710e+15 1.52982570e+15\n", - " -9.11984710e+14 -1.56226636e+15 6.44253069e+14 1.61529426e+15\n", - " 2.08140762e+15 6.58333111e+14 2.75402656e+15 -2.57226013e+15\n", - " 8.79787082e+14 1.13622885e+15 7.04701529e+14 -6.98421764e+14\n", - " 6.68832885e+14 -4.79582868e+14 1.51816184e+14 -9.36120375e+14\n", - " -1.33570433e+14 1.66402979e+14 -1.06870212e+15 -2.36454597e+15\n", - " 5.83415727e+15 6.79714814e+14 -1.48383447e+15 -2.57677867e+14\n", - " 9.12700978e+14 -1.08496777e+15 -1.02331202e+15 -1.34287229e+15\n", - " 7.27546751e+14 -1.28571202e+15 8.94933635e+14 1.91113903e+15\n", - " -2.35026686e+15 4.19103260e+14 -6.12991611e+14 -1.35465318e+15\n", - " 7.19498121e+14 4.07929602e+14 -9.60869686e+14 4.38416613e+14\n", - " 8.17085884e+14 -5.26744140e+14 8.26610385e+14 9.94255118e+14\n", - " -1.13093817e+15 1.85847882e+15 1.74595912e+15 9.28162102e+14\n", - " 1.89937284e+15 2.78164208e+14 -9.99438360e+14 8.84581052e+14\n", - " -2.02589834e+15 -3.08269712e+14 -8.40551055e+14 5.24487086e+15\n", - " -2.47523148e+15 1.09283198e+14 -3.48604615e+14 1.42430044e+15\n", - " 2.46541354e+13 4.96518808e+14 -1.13609606e+15 2.04558124e+15\n", - " 3.67541340e+15 1.56239803e+15 -7.88180052e+14 -6.78137782e+14\n", - " -1.19469142e+14 -3.94182386e+14 1.98456307e+15 -5.24369240e+14\n", - " -1.09728957e+14 1.86943251e+15 -6.58611917e+14 1.69979856e+15\n", - " -5.96301722e+13 -1.22088587e+15 3.16095965e+14 -2.07147054e+15\n", - " -5.73344817e+14 -1.01620468e+15 1.50257804e+15 -6.85237707e+14\n", - " 6.85760195e+14 -4.96746644e+14 1.39258883e+15 -3.68363340e+14\n", - " 1.64407272e+14 9.91819750e+14 -1.45172355e+15 1.04068623e+15]\n", "Found 1803 total galaxies in catalog for cluster 4434\n", - "[-1.57890522e+15 -3.17177467e+15 -1.41479950e+15 ... 4.14418180e+14\n", - " 1.45062278e+15 -7.13722766e+14]\n", "Found 1408 total galaxies in catalog for cluster 3939\n", - "[ 5.34008102e+14 -1.61782718e+15 -5.30107907e+14 ... -7.44420051e+14\n", - " 1.38793598e+13 -6.52196899e+13]\n", "Found 4123 total galaxies in catalog for cluster 6139\n", - "[-1.12985380e+15 2.23087137e+15 -1.89662924e+14 ... 7.26301945e+14\n", - " 5.69075393e+14 4.37631211e+14]\n", "Found 1196 total galaxies in catalog for cluster 4709\n", - "[ 2.88226834e+15 3.90421346e+15 -3.37213732e+15 ... -3.17756142e+14\n", - " -1.45303612e+14 -6.75438890e+14]\n", "Found 3401 total galaxies in catalog for cluster 7121\n", - "[-9.57281308e+14 -1.14890803e+15 -5.26311601e+14 ... -5.09348451e+14\n", - " -1.92720361e+14 -4.21603958e+14]\n", "Found 2874 total galaxies in catalog for cluster 8547\n", - "[ 3.67050207e+14 -2.17500419e+15 -5.52108051e+14 ... -6.26864844e+14\n", - " -1.58083935e+14 -3.08599408e+14]\n", "Found 448 total galaxies in catalog for cluster 8685\n", - "[-1.00729843e+15 4.97332346e+15 -4.48123100e+15 -5.72075790e+14\n", - " -1.87400672e+15 -2.43585869e+15 7.19596906e+14 6.31408541e+14\n", - " 1.30950348e+15 -4.11486278e+15 1.23991564e+14 7.05954286e+13\n", - " -4.73929684e+14 9.51941528e+14 -2.76261187e+15 1.08703907e+15\n", - " 9.99677885e+14 2.84365317e+14 -1.15272885e+13 2.40356748e+15\n", - " 1.31185929e+14 7.01546462e+15 2.34319633e+14 1.21093105e+15\n", - " -4.31491722e+14 6.96579444e+14 9.17273539e+14 -1.93368020e+15\n", - " -1.26718379e+15 4.32683775e+15 -3.52269278e+15 7.61907348e+14\n", - " -2.94941136e+15 6.71632869e+15 -4.55375497e+15 -8.05293578e+14\n", - " -6.30850540e+15 2.55515816e+15 -1.32356996e+14 9.41989024e+14\n", - " 2.20268633e+15 -3.60927892e+15 -5.40561878e+15 -1.85235720e+15\n", - " -3.20095260e+15 3.20776191e+15 2.39134797e+15 -1.12916917e+15\n", - " -1.84899572e+15 -3.49713185e+13 5.64009275e+15 2.17443422e+15\n", - " -3.47089974e+15 7.48718153e+15 3.40355703e+14 5.27408718e+15\n", - " -1.87945574e+15 1.72050946e+15 -5.54786214e+15 -7.82189384e+15\n", - " 2.66741179e+15 -6.29871502e+14 -5.33170491e+13 -1.23553054e+15\n", - " -4.05163773e+15 -5.98794922e+15 -2.59031652e+14 -1.26846479e+14\n", - " 1.27641924e+15 -3.38105448e+13 -2.34760556e+15 -7.88140016e+14\n", - " 1.26619904e+15 -2.00826989e+15 -3.23104126e+15 -1.82677292e+14\n", - " 2.81518766e+14 8.39381810e+15 6.08853449e+15 1.88151274e+15\n", - " 5.04931096e+15 2.18032882e+14 2.93129031e+15 2.11575925e+15\n", - " -2.52672889e+15 6.61510322e+15 -8.37528402e+14 -3.90366281e+14\n", - " -3.53580415e+14 -3.63401519e+15 -8.89612918e+14 -2.06013187e+15\n", - " 2.83869253e+15 2.40035022e+15 4.32681080e+14 5.17945906e+14\n", - " -1.96085795e+15 4.32007370e+15 3.19725098e+15 -3.66517996e+15\n", - " -2.33348027e+15 3.82551701e+14 -1.70250413e+15 6.11351625e+14\n", - " 2.08982938e+15 -4.43383211e+13 -3.29448996e+15 -9.45999082e+14\n", - " 3.02431266e+15 9.16700732e+14 -1.01002755e+15 6.01258201e+15\n", - " -4.57231368e+14 -5.41697971e+14 -2.57775308e+15 -3.52656855e+14\n", - " 1.67847951e+15 7.06157147e+15 5.30570335e+15 3.95381778e+14\n", - " 2.04924589e+14 -4.62403119e+15 9.82266775e+13 -2.24398496e+14\n", - " 2.72309440e+15 1.32223203e+15 1.54847144e+15 6.77184162e+14\n", - " 1.90934826e+14 -1.07654326e+15 2.01516130e+15 7.36543655e+14\n", - " 9.26655867e+14 1.87719425e+15 2.10611615e+15 3.01485982e+14\n", - " -2.73891540e+15 -4.81959949e+14 6.95857354e+14 -6.01252534e+14\n", - " -2.90730786e+15 2.38107656e+14 -1.17697639e+16 -1.58575665e+15\n", - " -2.27375102e+15 -1.45079038e+15 -3.68831762e+14 -3.31143169e+14\n", - " 3.87210595e+14 -1.55997372e+14 -1.78737585e+15 -3.36403711e+15\n", - " -2.06812407e+14 -3.55321286e+14 2.87032680e+13 -9.94225492e+14\n", - " 2.78500937e+14 -9.87630471e+14 1.85186874e+15 -1.96889546e+14\n", - " -3.35157357e+15 1.74269613e+15 2.69270200e+15 -2.06808887e+15\n", - " 1.80160087e+15 -1.84073779e+14 -1.69065676e+15 -3.06663913e+15\n", - " 1.76113802e+15 -2.71147887e+14 -9.22223634e+14 -1.98118869e+15\n", - " -5.28913784e+14 1.22658149e+15 -3.89633932e+15 1.84071178e+15\n", - " -1.04781552e+15 -1.32243522e+15 1.90598049e+14 1.53223979e+15\n", - " -2.52964703e+15 3.33145937e+15 2.00805075e+15 3.79500322e+15\n", - " 1.24902644e+15 -2.64362841e+15 -1.34401250e+15 -2.00343090e+15\n", - " -1.42027273e+15 1.37836322e+15 -3.34942437e+14 2.67201219e+15\n", - " 1.69754765e+15 -8.51561108e+14 2.65099799e+14 2.57012444e+15\n", - " 1.18221349e+15 -9.18099583e+13 -1.38984521e+15 1.32619386e+15\n", - " 1.32736309e+15 -2.92714366e+15 -1.53382773e+15 1.49867012e+15\n", - " -4.25610188e+15 1.24997251e+15 1.35125425e+15 -1.92313301e+15\n", - " -8.23160571e+14 1.28447197e+15 -2.78113711e+15 -8.74406291e+14\n", - " 9.44429880e+14 9.18214925e+14 -4.45570938e+14 4.43235583e+14\n", - " 1.35439184e+15 2.14306061e+15 -1.32758758e+15 2.85165635e+13\n", - " -1.15563379e+15 -5.22568805e+14 -4.45537186e+14 -3.46842986e+15\n", - " 4.61377088e+14 2.39770671e+15 -2.13598357e+13 -7.02057949e+14\n", - " -1.41174531e+14 -1.99932957e+15 1.21288209e+15 4.10578455e+15\n", - " -2.00614743e+14 -3.17126883e+15 3.24821158e+15 -3.81906731e+14\n", - " 7.28671040e+14 -4.04207672e+14 2.33301527e+15 -2.56190103e+15\n", - " -1.12935471e+15 -2.30221517e+15 2.36924266e+15 -8.77069793e+14\n", - " -4.01538066e+14 -4.38444757e+14 6.59577435e+13 1.79560830e+14\n", - " -2.20684457e+15 -2.90797275e+14 1.07430457e+15 8.50848569e+13\n", - " -3.37410866e+14 -2.14458330e+15 7.88994506e+14 4.49504279e+14\n", - " -2.28075526e+15 1.05594174e+15 4.95931237e+14 5.53436164e+13\n", - " -2.36575128e+15 3.05918928e+14 -4.36818970e+15 6.98676139e+14\n", - " 3.56922247e+15 1.34417262e+15 3.09422286e+14 2.21920803e+15\n", - " 6.63800060e+13 1.68155614e+15 1.67902434e+15 3.08721619e+15\n", - " -1.07821915e+15 -6.46929396e+14 -9.36208143e+14 1.06911925e+14\n", - " -4.03697405e+15 -6.87392146e+14 2.38625678e+15 1.36039637e+15\n", - " -3.59620519e+14 -5.01178766e+14 -5.25666262e+14 -1.20048509e+15\n", - " -1.97869643e+15 -5.63292535e+14 -1.67725759e+15 -6.23112781e+14\n", - " 4.21153221e+14 2.70864826e+14 8.07189603e+14 1.00719436e+15\n", - " 2.40264637e+14 8.80635496e+14 1.56133178e+15 1.78605667e+15\n", - " -2.42035047e+15 -1.44738785e+15 2.63249979e+15 1.13890131e+15\n", - " -3.18545427e+14 -4.64684960e+14 -2.09850226e+15 -1.30044744e+15\n", - " -8.63453314e+14 -1.56350711e+15 -5.90651833e+13 -1.45359407e+15\n", - " -7.58591943e+14 4.67705095e+14 -3.61962983e+14 4.93701835e+15\n", - " -6.97556853e+13 2.30745175e+15 6.14902659e+14 -3.37723332e+13\n", - " 2.43984815e+15 3.04058120e+15 -2.05669604e+15 4.71001118e+14\n", - " -2.47230010e+15 -2.63988529e+15 3.77104698e+14 -1.28718326e+15\n", - " -1.16919935e+15 7.57883055e+14 3.36178729e+14 -1.81998805e+15\n", - " 1.48047245e+15 -1.49843665e+15 1.92386514e+15 1.00129698e+15\n", - " -3.80004795e+15 6.03155313e+14 -9.00011693e+14 2.42776925e+15\n", - " -2.23090141e+15 -8.40516908e+14 2.21494126e+15 -1.35293176e+15\n", - " -5.52330619e+14 -2.64533186e+14 1.46873914e+15 -1.02972558e+15\n", - " 1.76481919e+15 1.62258325e+15 2.41330973e+14 1.54936952e+14\n", - " 8.95205249e+14 1.07860640e+15 -4.08641264e+14 -1.13428123e+15\n", - " 1.20347615e+15 4.26406874e+14 2.09877588e+15 -2.99741205e+15\n", - " 2.76383836e+14 1.19677611e+15 -5.18037061e+13 3.40120081e+15\n", - " 8.55080261e+14 2.33657601e+14 1.12854953e+14 1.32417067e+14\n", - " -3.40375549e+15 -7.98438603e+14 1.07263563e+15 -4.20137075e+14\n", - " -2.35815972e+15 9.61755457e+14 4.69381219e+14 4.04964284e+14\n", - " -3.35408529e+15 2.31323417e+15 1.05781822e+15 -9.51033852e+14\n", - " -1.41612379e+15 2.58755800e+15 -8.09052766e+14 5.81973241e+14\n", - " -4.62413778e+14 -1.40800500e+15 1.84616532e+15 5.10545601e+14\n", - " -5.56657863e+15 -3.37666580e+14 4.76455735e+14 -4.12905625e+14\n", - " 6.61101919e+14 -1.97471221e+14 2.20071997e+15 -1.59451515e+14\n", - " -2.04747657e+15 -1.47183491e+15 -1.97771869e+15 -1.81985132e+15\n", - " 1.33270843e+15 7.97078683e+14 2.41907553e+15 -1.22249781e+15\n", - " -3.10713941e+14 1.54095509e+15 9.38122274e+14 1.75776143e+14\n", - " -3.85956855e+15 1.07979122e+14 -3.15483208e+14 -9.06474537e+14\n", - " 9.39765815e+14 6.07559627e+14 2.43052102e+15 3.98782837e+14\n", - " 1.63118982e+15 2.97446095e+14 4.52549682e+14 -5.20985574e+14\n", - " -4.51072932e+13 -1.13628268e+15 1.10320424e+15 8.48584930e+14\n", - " 1.04630262e+15 -1.27043653e+15 6.90257359e+14 -1.29064732e+15\n", - " 5.60467489e+14 3.42497753e+14 -7.37891104e+14 -5.95754115e+14\n", - " -1.51608856e+15 7.72271704e+14 2.49635819e+15 9.63270514e+14\n", - " -6.79286946e+14 -6.42313809e+13 -1.75799819e+15 2.29259299e+14\n", - " 1.36521966e+15 1.19245434e+15 -5.14929907e+14 2.81894904e+14\n", - " -3.24822514e+14 2.33133164e+14 -7.15342865e+14 -1.81661591e+14\n", - " -1.17198672e+15 8.02781789e+14 3.59301528e+14 1.21366252e+15]\n", "Found 354 total galaxies in catalog for cluster 8995\n", - "[-5.61856096e+14 2.22290898e+15 -2.29108211e+15 -4.82773058e+15\n", - " 1.26603576e+14 -5.70686032e+15 -2.55147544e+15 -2.45225648e+15\n", - " 2.83926157e+15 2.47501574e+15 9.77457792e+14 -1.24399118e+15\n", - " -1.55220042e+15 1.31498207e+14 -2.40538550e+14 -5.44444179e+14\n", - " -8.67306726e+14 -1.00097043e+15 6.07072064e+14 1.67836825e+15\n", - " -3.44488549e+14 3.69980455e+15 -5.04699505e+14 -1.57460917e+14\n", - " -2.34819029e+14 -3.90415704e+15 -3.38567344e+13 -1.24252839e+15\n", - " 1.82095039e+15 -2.73715484e+15 1.67660686e+15 -2.50009134e+15\n", - " 1.22474903e+15 4.18956854e+15 2.79724303e+14 5.92004011e+13\n", - " 1.54857593e+15 1.33775671e+15 -1.53457474e+15 -2.51983778e+15\n", - " 1.70083469e+15 3.78252508e+15 2.30019495e+15 -4.23899407e+15\n", - " -2.26608937e+15 -7.14172050e+14 -9.89442254e+13 4.50089762e+15\n", - " 1.70455956e+15 2.43929968e+15 7.20616506e+14 1.04874147e+15\n", - " 2.93750572e+15 -1.10430838e+15 -4.23687409e+13 -1.67929571e+15\n", - " -5.21190846e+13 2.02664471e+15 1.34426221e+14 3.16677285e+14\n", - " 1.85468882e+15 -3.50113622e+15 1.07576882e+14 1.16355872e+15\n", - " 1.03122175e+15 9.34895023e+14 -6.78800580e+14 1.81375844e+15\n", - " 1.56962389e+15 -6.59182338e+14 2.59500556e+15 1.70184806e+15\n", - " 6.27678166e+14 3.25562676e+15 -3.60056166e+15 -1.43397309e+14\n", - " -1.99527653e+15 -1.02413489e+15 1.12870043e+15 -3.80176267e+15\n", - " -9.99460833e+13 -1.91392398e+15 -7.94776350e+14 3.85268696e+15\n", - " -2.54179172e+14 -1.00833403e+15 4.14925783e+14 -1.38792597e+15\n", - " -1.63392890e+14 1.57645776e+15 -2.71628848e+15 -1.00399921e+15\n", - " -1.44662518e+15 5.59967465e+15 -2.48504124e+15 -2.44506305e+15\n", - " -2.05094746e+15 4.62122851e+14 5.94592170e+14 1.44311811e+15\n", - " -2.15440218e+14 -1.27492864e+15 -4.05262275e+14 -2.67924501e+15\n", - " -3.51806158e+15 1.87730087e+15 6.95100572e+13 1.78080288e+15\n", - " 5.64019105e+15 1.96536539e+15 3.43208246e+15 1.04434893e+15\n", - " -3.39034254e+15 -4.45765299e+14 2.33385736e+15 6.71226090e+14\n", - " 6.14991831e+14 4.64069724e+13 -5.05224938e+14 -3.34605445e+15\n", - " 2.98127484e+15 9.85281510e+13 9.39461665e+14 -2.23429518e+15\n", - " -4.09076181e+14 -2.17018193e+15 -2.65520853e+15 -3.23454982e+14\n", - " -1.44870144e+15 2.79620370e+15 5.93593715e+14 -3.08752574e+14\n", - " 1.56038776e+15 -9.08625016e+14 -2.86748829e+14 -5.45100768e+13\n", - " -6.14379921e+14 -9.43338050e+14 2.64994988e+13 5.38825204e+14\n", - " 4.70779995e+14 -1.64899375e+15 1.90802646e+15 1.78378081e+15\n", - " -9.31916273e+14 -1.90187463e+15 -1.07213011e+15 2.11781080e+15\n", - " 1.45613020e+15 -5.19674659e+14 1.60839284e+15 -9.17003838e+14\n", - " 3.99144530e+12 -2.00681127e+15 8.72460948e+14 1.28573660e+15\n", - " 3.54958563e+15 4.89864603e+14 -2.07556220e+15 1.61529580e+15\n", - " 1.96804307e+15 -2.37781227e+15 1.30102164e+15 1.22709003e+15\n", - " -1.29681627e+15 2.05045575e+14 9.92068708e+14 1.29929568e+15\n", - " 2.00717618e+15 -9.73402015e+14 -3.84816580e+14 -9.07688198e+14\n", - " 8.27666153e+13 4.35525513e+14 9.27211554e+14 -1.87168289e+15\n", - " 9.72735835e+14 -4.35178979e+15 8.16501080e+13 1.75272397e+15\n", - " 3.32853754e+14 -8.56741132e+14 -6.99704780e+14 -7.88746082e+14\n", - " 7.08659346e+14 1.99149541e+15 -1.53339442e+14 9.43166815e+13\n", - " 1.92616237e+15 -2.55603191e+13 2.24939313e+14 -4.39787533e+14\n", - " -1.59945281e+15 5.90484363e+14 1.68558369e+15 -2.68195413e+15\n", - " 1.58014766e+15 -6.61424979e+14 3.53018837e+15 1.03565676e+14\n", - " 3.77784304e+15 -4.12014952e+13 -1.32084477e+15 -1.46699207e+15\n", - " -1.64711079e+15 -3.93674134e+14 8.73520858e+14 -9.89463307e+14\n", - " -1.46967078e+15 1.62953775e+15 -3.48888095e+15 -4.02042309e+15\n", - " -5.03982744e+14 -1.41134156e+15 -9.10038671e+14 -6.57292813e+14\n", - " 2.06573527e+14 1.12896259e+15 3.57723139e+15 -1.15347889e+15\n", - " 4.84287679e+14 1.85890333e+15 1.26674464e+14 1.14631548e+15\n", - " 1.93597188e+14 -8.52314129e+14 1.28229305e+14 -1.84470915e+15\n", - " 1.94632861e+15 -2.40678253e+15 -2.17572420e+15 3.65676103e+15\n", - " 1.18336407e+15 -4.20676961e+14 9.29719446e+14 1.08712283e+15\n", - " -1.20359944e+15 9.39763456e+14 9.68131343e+14 9.51637400e+14\n", - " 3.25431070e+13 1.25668779e+15 7.80115298e+14 -2.93851469e+15\n", - " -3.90045530e+14 8.14745715e+14 3.96303574e+14 1.35735966e+15\n", - " -5.86913125e+14 2.11457193e+15 9.59954228e+14 -2.23099296e+14\n", - " -1.32480114e+15 8.02356376e+14 3.52241426e+15 7.66490983e+13\n", - " -6.61590769e+14 -3.34713788e+14 2.54200277e+14 2.27774077e+15\n", - " -3.19574139e+15 -1.84206279e+15 2.49397977e+15 -4.78451454e+14\n", - " 1.40197955e+15 4.01505402e+14 4.99203764e+14 -1.38686202e+15\n", - " 3.42850134e+15 2.50855900e+14 2.16218827e+14 -6.62646637e+13\n", - " 6.55065112e+14 -7.97326548e+14 -2.67805196e+15 -1.35209794e+15\n", - " 2.90954647e+15 -2.36099202e+14 2.69781443e+14 -1.84688258e+14\n", - " 1.37412653e+14 -1.89807243e+15 -9.07602788e+14 -2.93079437e+14\n", - " 6.02311984e+14 8.84951354e+14 -1.30037602e+15 1.41663673e+14\n", - " -1.65311871e+15 3.52052470e+14 1.12656555e+15 -8.79461406e+14\n", - " 1.41483127e+15 1.85471281e+14 -4.05258264e+14 -1.44953295e+15\n", - " -1.98282233e+14 -1.20144139e+15 8.03570994e+13 1.29933078e+15\n", - " -2.12738449e+15 5.19260753e+14 1.43250933e+15 -5.24383578e+14\n", - " -4.61446894e+14 6.56232319e+14 -9.14466959e+14 -1.15444883e+15\n", - " -7.14918235e+14 1.54727995e+15 9.94139888e+13 -8.82489161e+14\n", - " 8.87179046e+14 5.04868654e+15 -1.37116794e+15 5.69553860e+14\n", - " -1.28296014e+14 -4.97871397e+14 8.66596470e+14 6.43096989e+14\n", - " 1.42674916e+15 -7.12821513e+14 -3.79002441e+14 4.71007309e+14\n", - " 1.81813391e+15 1.19010956e+15 1.33054622e+15 8.17356977e+14\n", - " 1.75600738e+15 1.90791475e+15 4.50535010e+14 1.67112242e+13\n", - " 1.53291138e+15 -1.27699342e+15 -5.41491453e+14 9.35079925e+14\n", - " -7.81328952e+14 6.47178600e+14 3.50391809e+14 -2.37093822e+15\n", - " -4.85656473e+14 -7.83642377e+14 -1.40425270e+14 -4.95421603e+14\n", - " -3.43050322e+14 -9.12261666e+14 8.94951857e+13 5.26022085e+14\n", - " 5.52764468e+14 1.85529063e+14 -7.02817571e+14 2.20893865e+15\n", - " 7.76665775e+14 -9.41021070e+14]\n", "Found 3085 total galaxies in catalog for cluster 7698\n", - "[-2.46739241e+15 1.44888168e+15 -1.02704537e+15 ... 1.08381682e+15\n", - " 6.89982225e+14 -4.27895076e+14]\n", "Found 5985 total galaxies in catalog for cluster 10999\n", - "[-3.05001878e+15 -2.24331085e+15 -6.57589382e+14 ... 1.04084770e+15\n", - " 4.48371987e+14 3.20214091e+14]\n", "Found 444 total galaxies in catalog for cluster 9029\n", - "[-2.30410452e+15 1.75727402e+15 -1.51311670e+15 1.06163162e+15\n", - " -3.26951013e+15 -9.32363580e+14 1.03398760e+15 -4.52410295e+15\n", - " 2.16057800e+15 1.15240461e+15 -6.13527899e+15 -8.44495648e+14\n", - " -6.57815553e+15 -1.85513385e+15 -3.13735467e+15 -8.66511431e+14\n", - " -3.22285661e+15 2.33063973e+15 -9.98537410e+14 8.56317687e+14\n", - " -1.65137478e+15 -1.25804106e+14 3.29451680e+15 -3.23021119e+15\n", - " 2.61629839e+15 6.29497163e+14 1.35036429e+15 5.41998788e+15\n", - " -3.27646332e+14 7.65790736e+14 4.03454651e+14 -6.41030138e+14\n", - " -1.58703316e+14 -2.39625580e+15 -7.81622795e+14 4.34780889e+15\n", - " 1.74080256e+15 -2.99459602e+15 1.32281276e+13 7.82465582e+14\n", - " 1.91871688e+15 6.49211521e+14 -1.77422682e+14 2.57775892e+13\n", - " 2.01110606e+15 -2.98714527e+15 -1.42519034e+15 2.50438768e+15\n", - " 1.53655271e+13 3.46997093e+14 -2.34252558e+15 -2.04895446e+14\n", - " -1.62677174e+15 -1.83045721e+15 -2.11117981e+15 -1.71239611e+14\n", - " -1.39541690e+15 2.44559012e+15 -2.10566484e+15 -2.28012945e+15\n", - " 1.89762962e+15 -2.53629030e+15 1.98873915e+13 -2.35712636e+15\n", - " -3.68339655e+15 3.78335078e+13 1.81485159e+15 -9.67222221e+14\n", - " -2.11898685e+15 -1.20158442e+15 -4.40505976e+15 6.30215937e+15\n", - " 9.08740030e+14 1.74806607e+15 -6.47942731e+14 2.19273957e+15\n", - " -4.66749319e+14 8.43433173e+13 -9.04474994e+14 -4.05147435e+15\n", - " -1.97783872e+15 8.93375243e+14 -1.31368979e+15 -2.37151084e+15\n", - " 4.87548179e+15 1.54779334e+15 3.95722050e+13 -3.44664783e+14\n", - " 1.10963199e+15 4.81581401e+14 -9.42294437e+14 -9.25371084e+13\n", - " -5.67088378e+15 1.36423894e+15 9.92368586e+14 2.05399772e+15\n", - " -8.97259966e+14 3.74625817e+15 4.04219716e+14 -1.10515733e+15\n", - " 1.59158664e+15 -2.81094945e+15 1.09317425e+14 1.09425278e+15\n", - " 1.16215507e+15 6.13443430e+14 1.55148388e+15 -1.68501609e+15\n", - " -9.94330026e+14 -1.06928034e+14 8.68283963e+14 -1.12156639e+15\n", - " 5.19797771e+12 1.99947553e+15 -9.66722545e+14 7.69572209e+14\n", - " 5.98108415e+14 -8.97015780e+14 -8.24081707e+14 -4.14810336e+14\n", - " -3.83834951e+14 8.28604821e+14 8.04491144e+14 -3.57637817e+15\n", - " -3.74126120e+14 2.12937943e+15 3.31674274e+15 2.65396365e+15\n", - " -8.46943677e+15 6.17822416e+14 3.02302830e+14 3.68013856e+15\n", - " 1.24309593e+15 -2.30167597e+14 -8.74832283e+14 2.11900447e+15\n", - " 1.57449237e+15 -9.79937392e+14 1.99298899e+15 -2.78116622e+14\n", - " -8.06365230e+14 -1.84281404e+14 -1.11089773e+15 -5.76813165e+14\n", - " 8.37180815e+14 -1.01102132e+15 -1.78473177e+15 2.25931845e+14\n", - " 9.60566411e+14 -2.12161622e+15 1.37557540e+15 6.31958517e+14\n", - " -1.68118517e+15 -1.25753985e+15 -1.83779798e+15 -6.44665108e+13\n", - " 8.37848486e+14 5.04804514e+14 5.13834779e+14 1.46681188e+15\n", - " 1.87051326e+14 1.44771738e+15 -2.50096732e+14 -1.34584547e+14\n", - " -1.43334980e+15 -2.22331647e+14 1.14520105e+15 6.13202612e+13\n", - " -1.97348680e+15 1.45301469e+15 2.43679386e+15 -2.60828430e+14\n", - " -3.29202603e+14 -2.05315771e+15 -3.29548888e+14 -8.69176837e+14\n", - " -6.86017261e+14 -1.04738677e+15 1.19404101e+15 2.36255254e+14\n", - " -7.22565553e+14 1.60741152e+14 -3.58354699e+15 -2.17968886e+15\n", - " -9.41045809e+13 2.65845398e+15 -3.20701299e+13 7.44011146e+14\n", - " -1.29212939e+15 5.53597402e+14 2.41572358e+14 1.03116738e+14\n", - " 1.14056671e+15 1.01253813e+15 -2.51291509e+15 1.74334783e+15\n", - " 6.01533109e+13 3.61794616e+15 1.15689430e+15 -3.77022265e+14\n", - " -5.43831165e+15 2.32185541e+15 -1.30338398e+15 1.15877021e+15\n", - " -1.73165466e+15 6.88327044e+14 1.77597323e+15 1.10647222e+15\n", - " 6.72655365e+13 -2.27680118e+14 -1.99438500e+15 -1.28092354e+14\n", - " 2.26884546e+14 -1.70280730e+15 -2.65253703e+15 -2.05597905e+14\n", - " 2.43856802e+14 -1.59743937e+15 -8.81840278e+14 5.26736933e+14\n", - " -8.51987402e+14 5.56241325e+13 -1.70921420e+15 -6.78507980e+14\n", - " 1.62125469e+14 -2.08554625e+15 -4.89940261e+15 -7.07107902e+14\n", - " -5.36062126e+14 -1.20676432e+15 -7.25218863e+14 -1.44898731e+15\n", - " -5.13266167e+14 2.00464455e+15 -1.11367707e+14 -9.13773080e+14\n", - " 1.34718263e+14 9.22017179e+14 1.75597310e+15 -1.84798897e+14\n", - " 1.27599308e+15 2.83774639e+14 -4.38897776e+14 -2.58108337e+15\n", - " 8.10843766e+14 -2.24448592e+14 7.96883079e+14 1.55866198e+15\n", - " -1.76506160e+15 2.06449763e+15 7.27200263e+14 1.54030919e+15\n", - " -2.73439794e+15 -1.51925940e+15 1.15993991e+15 -1.77372606e+15\n", - " 5.97231368e+14 2.10794256e+15 -3.65844651e+14 -3.13147751e+14\n", - " 1.12916507e+15 2.56173512e+14 -1.18518526e+15 1.23985381e+15\n", - " -1.17040715e+14 1.47232820e+15 -9.86056655e+14 4.30044319e+14\n", - " -8.28163175e+14 -1.11051572e+14 1.27175858e+15 4.16177420e+14\n", - " 1.21581511e+15 -1.13738142e+15 -7.25516738e+13 8.44486399e+14\n", - " -1.45330218e+15 -9.29992002e+14 -7.76567491e+13 7.14022168e+15\n", - " 5.98285103e+14 -9.72646071e+14 -6.66839271e+14 -1.75412859e+15\n", - " 3.28418496e+15 6.62143133e+14 -7.27458033e+14 2.15607849e+14\n", - " 2.18515159e+15 -3.10877516e+14 5.40667347e+14 5.35124766e+14\n", - " 1.75888076e+15 9.40229941e+14 1.65552196e+15 8.20224965e+12\n", - " -3.26555304e+15 7.65070135e+12 6.86263862e+14 -2.46357182e+15\n", - " 9.22877818e+13 8.53622538e+14 2.00576393e+15 -4.56186872e+14\n", - " 1.54188330e+15 -5.49027677e+14 8.21522082e+14 -1.33495919e+15\n", - " 3.78608767e+14 5.78301903e+14 -1.57394957e+14 -7.29793843e+14\n", - " 1.21828239e+14 8.44369359e+13 -3.18279369e+14 6.63952201e+15\n", - " 6.03767003e+14 -1.65582814e+15 7.16631229e+14 1.32323436e+15\n", - " 1.29547168e+15 -1.26497478e+15 2.86453617e+15 -1.55768436e+14\n", - " -2.81626652e+15 8.48135757e+14 -5.91918523e+14 -1.11176338e+15\n", - " 3.10705152e+15 -1.52422073e+15 1.82775417e+15 1.20759304e+15\n", - " 4.23187464e+14 3.18121600e+13 -1.43421044e+15 9.68174129e+14\n", - " 6.87917575e+14 -1.10848934e+15 1.84338844e+15 1.71287811e+15\n", - " -2.93067183e+14 -2.76651482e+15 -1.99959964e+15 5.75821174e+14\n", - " -1.22382079e+15 7.69126806e+14 -5.40107233e+14 1.40381069e+13\n", - " -2.16882337e+15 7.99962903e+14 -2.41542282e+15 1.20496706e+15\n", - " -7.25748262e+14 -4.69780638e+14 9.25072584e+14 -1.18613911e+15\n", - " -2.57049427e+14 1.21123791e+15 5.44555109e+14 -1.22601657e+14\n", - " -1.97898508e+14 -2.03139072e+15 2.36426709e+15 -6.50865235e+14\n", - " -1.99917353e+15 4.39524434e+14 3.74226115e+14 -1.64064887e+14\n", - " -3.16412892e+15 -9.93045740e+14 -4.91283969e+14 5.84481191e+14\n", - " -1.54508195e+14 -1.39310261e+15 -3.97946324e+14 -1.58810744e+15\n", - " 4.88112799e+14 3.49552881e+14 1.23858832e+15 6.62439746e+12\n", - " 1.67160464e+15 1.11413078e+15 -6.15328081e+14 9.15616174e+13\n", - " -1.83008603e+15 -3.09749799e+14 6.05254640e+14 -1.88570816e+15\n", - " -1.69624971e+15 4.30642347e+14 1.33891464e+15 -2.33966946e+14\n", - " 4.13719721e+14 -2.62811887e+14 -1.21274485e+15 -1.07434846e+14\n", - " 1.02948360e+14 -1.43027189e+15 -3.07128958e+15 2.05657456e+14\n", - " -4.60142116e+14 -1.76050990e+14 -1.15769702e+14 -5.36232721e+14\n", - " -1.70658621e+15 2.45271833e+14 1.20480488e+15 -3.21867480e+14\n", - " 9.26539092e+14 8.35498263e+14 5.25621845e+14 -1.15887357e+15\n", - " -5.94897455e+14 5.24726558e+14 2.78164471e+14 2.81881073e+15\n", - " 9.83863142e+14 5.70201772e+13 7.39912259e+14 -2.11213210e+14\n", - " -1.50890833e+15 5.34619014e+14 3.10271651e+14 -8.48303758e+14\n", - " -2.44667488e+14 -1.78128741e+15 4.27010061e+14 2.19009285e+14\n", - " -1.23820262e+15 5.40983364e+14 -6.38000801e+14 -4.94470023e+14\n", - " -1.87462227e+15 -1.29537726e+15 2.84498837e+13 -1.34611844e+15\n", - " -6.91026831e+13 1.42654686e+15 -1.56994964e+15 1.60678143e+15\n", - " 1.34821397e+15 5.78716964e+14 2.86015418e+14 -4.80736115e+14]\n", "Found 996 total galaxies in catalog for cluster 9429\n", - "[-2.01362261e+15 -3.71655025e+15 -1.67198813e+15 -1.87747895e+14\n", - " -1.05549369e+15 -2.04914014e+15 -3.37411796e+15 -2.55969826e+14\n", - " 2.62301557e+15 1.78304075e+15 1.87292648e+15 4.68976771e+14\n", - " 1.53293325e+15 2.80322810e+15 1.26615141e+15 -3.33616266e+14\n", - " 1.37606466e+15 8.10327564e+14 9.47994093e+14 1.92517356e+15\n", - " 8.97797598e+14 -2.80249402e+15 -1.66875969e+15 8.50207914e+14\n", - " -7.77829332e+14 -7.84173909e+13 1.28933629e+15 3.69973043e+15\n", - " -1.05660503e+15 -3.39019839e+15 -8.04234791e+14 -1.39609608e+15\n", - " -1.95564247e+15 -2.43336008e+15 9.70324119e+14 -3.09734389e+15\n", - " 2.90865234e+14 2.61775499e+14 7.53390440e+14 1.73005955e+15\n", - " 2.08755664e+14 -9.46310327e+14 1.30333842e+15 -6.62367133e+14\n", - " 1.14377733e+15 2.65153327e+15 2.92361735e+15 -8.30764155e+14\n", - " -1.66440496e+15 4.92721215e+14 1.59947580e+15 1.81316623e+15\n", - " -1.28505960e+15 -2.24416837e+15 3.42728790e+15 -9.64809554e+14\n", - " 5.86119132e+15 2.89780205e+15 1.65882078e+14 4.08661042e+14\n", - " 2.94791594e+15 2.71839125e+15 1.01073733e+15 -1.40386749e+15\n", - " -6.20973273e+15 3.87488199e+14 1.39785412e+15 -1.17335169e+15\n", - " -2.10642197e+15 6.78837773e+14 -6.62155771e+14 -2.64309195e+15\n", - " -9.74402288e+14 3.00930175e+14 -1.85756563e+15 2.43343232e+15\n", - " 2.88891652e+15 1.89298490e+15 3.16998031e+15 1.34191805e+15\n", - " 2.26624238e+15 -1.26248509e+15 6.57029815e+14 -3.11850147e+15\n", - " -1.89317684e+15 -2.47133672e+15 -1.85779391e+15 -2.01791735e+15\n", - " -2.92396809e+15 1.09080368e+14 -8.21504021e+14 -1.22681008e+15\n", - " -5.76103256e+15 -5.63331143e+14 2.71120856e+15 8.94320286e+14\n", - " 1.85170562e+15 -2.35439915e+15 2.78507175e+15 -1.06265764e+15\n", - " 3.24254228e+14 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-1.88165267e+15 1.36536902e+15\n", - " 2.36110202e+15 -3.11646717e+14 2.25039318e+15 1.00722248e+15\n", - " -2.12201620e+15 3.18663290e+14 1.04431690e+15 -1.35734042e+15\n", - " -4.20335515e+14 -1.29490553e+15 1.36718464e+14 -9.39044831e+14\n", - " 8.82261976e+14 6.33659928e+14 1.06147942e+15 -3.92869430e+12\n", - " 2.23686342e+14 -6.71067410e+14 1.35878340e+15 4.66759485e+14\n", - " 1.58693198e+14 -4.28091729e+14 3.72362031e+14 -1.19911589e+15\n", - " 7.04707399e+13 -3.71664897e+14 9.79408485e+14 -7.21681042e+14\n", - " -1.51190693e+15 4.07439468e+14 -3.19559187e+15 6.25684257e+13\n", - " -6.02370093e+13 2.40220583e+14 7.16858988e+14 8.76610125e+14\n", - " 8.62540624e+14 1.03629212e+15 6.55189390e+14 -2.82402953e+13\n", - " -4.04514691e+14 1.53862991e+15 9.98975308e+14 -1.08853850e+15\n", - " 1.20306973e+15 7.71141212e+14 4.14361700e+14 3.56490973e+14\n", - " -2.77189852e+14 -1.61972391e+15 2.70006263e+14 1.52254936e+15\n", - " 1.14944015e+14 1.23518686e+15 5.66248114e+14 -1.80751082e+14\n", - " -2.01330930e+15 -1.07536455e+15 3.77304300e+14 -2.60921435e+14\n", - " 1.33117681e+14 1.25585455e+13 -1.35851397e+14 2.27780857e+14\n", - " -3.91155168e+14 -1.28514691e+15 -4.11039690e+14 -5.56636727e+14\n", - " -1.61852350e+14 1.26304903e+15 5.93192037e+13 -1.05896400e+14\n", - " -8.68954605e+14 1.47315235e+14 4.70377788e+14 3.40889701e+14\n", - " 3.49363864e+13 7.47028386e+13 3.68278458e+14 -9.31053110e+14\n", - " -6.47673080e+14 -3.43357399e+14 -1.44126665e+14 -9.74795605e+14\n", - " -7.19403427e+14 -9.89298665e+14 6.20501998e+14 3.25488912e+14\n", - " -2.97829962e+14 4.36908377e+14 1.00119696e+15 -9.17604364e+13\n", - " 1.15543960e+15 2.16255803e+14 -6.39739874e+13 2.52242491e+14]\n", "Found 2072 total galaxies in catalog for cluster 10146\n", - "[-8.16437221e+14 -1.30462868e+15 -8.55348742e+14 ... -9.44357198e+14\n", - " 1.17540428e+15 -5.13587247e+14]\n", "Found 2695 total galaxies in catalog for cluster 14476\n", - "[-1.49188377e+14 2.71529167e+15 3.94872742e+15 ... -1.38469383e+15\n", - " -1.34403821e+14 1.65845973e+14]\n", "Found 119 total galaxies in catalog for cluster 8395\n", - "[ 4.53875001e+14 -1.23858503e+15 -9.87282188e+14 -8.65784735e+14\n", - " 3.88474540e+15 -4.02161651e+15 2.21151177e+15 -1.02550476e+15\n", - " 7.61972248e+13 -1.02902611e+15 3.06934342e+15 -2.86667066e+14\n", - " 4.49518834e+15 3.02069083e+15 -2.17453279e+15 -8.86022454e+13\n", - " 3.22209532e+15 -3.94714615e+15 1.27291920e+15 -7.33939173e+13\n", - " 3.83981389e+15 -6.94684125e+14 1.76249681e+15 -4.75948567e+14\n", - " 1.56555055e+15 3.28141623e+15 2.02867731e+15 -1.06765473e+15\n", - " -2.40198595e+15 -1.07023521e+15 6.16069286e+14 -4.91250258e+14\n", - " 6.53787024e+14 2.68719601e+14 -2.76270304e+15 -1.05086979e+15\n", - " 2.43827232e+14 -4.70245910e+14 -4.63767300e+14 1.70181313e+14\n", - " -2.99736419e+15 2.99151310e+14 8.15678959e+13 5.93999889e+14\n", - " -1.11183581e+15 3.63989203e+15 2.60098811e+15 1.24945744e+15\n", - " -3.15225544e+15 -9.70663343e+14 -4.90229659e+15 -7.10062623e+14\n", - " -3.44156101e+13 -4.92752829e+14 1.65789891e+15 1.57414343e+14\n", - " 1.61997659e+15 -3.36197780e+14 1.63035750e+15 -1.64395175e+15\n", - " -2.68790764e+15 -8.95426152e+14 -1.74272170e+15 -1.54778281e+15\n", - " 2.43253315e+15 2.23518737e+15 3.30049775e+15 1.96208753e+15\n", - " -1.03506345e+14 7.13961348e+13 -4.12904554e+15 5.23462063e+14\n", - " 1.88008797e+15 4.18636276e+14 -1.83768549e+15 5.35818653e+14\n", - " -4.21312888e+14 -2.62253559e+15 -1.10876130e+15 8.62308983e+14\n", - " 1.09755202e+15 5.20641321e+14 -1.41712940e+15 1.86131552e+15\n", - " 4.33414023e+15 2.22375983e+15 -1.04556212e+15 -2.76133599e+15\n", - " -6.00585525e+14 -1.48840287e+14 1.27115438e+15 -3.03969696e+15\n", - " -1.30091267e+15 -1.14593521e+15 2.40226119e+15 -2.59377541e+12\n", - " -2.29281196e+15 -6.38229566e+15 -2.26973170e+15 -2.03309281e+15\n", - " -7.02129931e+14 -1.74105869e+15 -2.28003544e+15 -6.18803395e+14\n", - " 2.83235573e+15 -3.38237072e+14 2.41860060e+15 -1.58428754e+15\n", - " 1.09519475e+15 -9.72532406e+14 -1.09367022e+15 3.05060595e+14\n", - " 8.64935027e+14 -1.19442014e+15 2.19029886e+14 2.88628836e+14\n", - " 2.36864595e+14 1.40396366e+15 4.82791105e+13]\n", "Found 3612 total galaxies in catalog for cluster 16657\n", - "[-2.17725923e+15 -1.16750706e+15 -2.85590454e+15 ... 2.26005148e+13\n", - " -4.92417004e+14 -5.60669353e+14]\n", "Found 2732 total galaxies in catalog for cluster 13039\n", - "[-2.90981308e+15 1.87069973e+15 4.10177497e+14 ... 6.89724844e+14\n", - " 7.90522998e+14 9.40524713e+14]\n", "Found 2714 total galaxies in catalog for cluster 15382\n", - "[ 1.47818379e+15 -2.41636882e+15 -2.46170016e+15 ... 4.42426728e+14\n", - " 2.08263868e+13 -3.23203672e+14]\n", "Found 1343 total galaxies in catalog for cluster 17011\n", - "[-1.25403142e+15 -2.08500662e+15 -2.31812709e+15 ... -1.91565487e+14\n", - " -1.58434640e+14 5.22007185e+14]\n", "Found 6019 total galaxies in catalog for cluster 8523\n", - "[ 3.51938929e+15 6.43269036e+14 1.11640860e+15 ... 5.61544289e+14\n", - " 2.04873661e+14 -3.01420189e+14]\n", "Found 1038 total galaxies in catalog for cluster 11300\n", - "[ 3.04645753e+15 2.05269775e+15 -2.99115596e+15 ... 1.50529574e+15\n", - " -5.61595715e+14 -1.26378865e+13]\n", "Found 6292 total galaxies in catalog for cluster 17462\n", - "[-2.17195034e+15 -1.86146695e+15 3.90145855e+14 ... 3.71105397e+14\n", - " -2.40313755e+13 2.87933609e+14]\n", "Found 1520 total galaxies in catalog for cluster 13025\n", - "[-1.45825817e+15 -2.49161191e+15 -1.22299287e+15 ... -4.10609107e+14\n", - " 1.27612757e+14 -6.56920107e+14]\n", "Found 2090 total galaxies in catalog for cluster 21385\n", - "[ 7.98406172e+15 -3.94685504e+14 3.00031821e+14 ... -7.85945086e+14\n", - " 5.94093371e+14 -2.66124074e+14]\n", "Found 2591 total galaxies in catalog for cluster 20888\n", - "[ 2.78334585e+15 -4.60573483e+13 -7.01669475e+14 ... -8.55590134e+14\n", - " 1.95762544e+14 1.59128639e+14]\n", "Found 3139 total galaxies in catalog for cluster 21815\n", - "[ 5.58671252e+14 -1.74314505e+14 8.05977964e+14 ... -2.74973235e+14\n", - " 2.86697717e+14 4.16313103e+14]\n", "Found 528 total galaxies in catalog for cluster 7594\n", - "[ 7.74739874e+14 4.69310523e+15 -4.46591269e+14 -3.92152082e+14\n", - " -9.94229644e+14 5.68597985e+14 -2.33601669e+15 2.38158082e+15\n", - " -5.55395001e+14 6.62833908e+15 1.87767147e+15 -1.02094730e+15\n", - " 5.09409818e+14 7.10102530e+14 9.51740440e+15 6.14358899e+15\n", - " 8.88028646e+13 -2.86540046e+15 2.76999337e+15 4.02714766e+14\n", - " 1.42272368e+15 -9.81711677e+14 4.78856947e+14 -8.48664890e+14\n", - " -8.85464888e+14 -1.00906063e+15 1.64428023e+15 5.36817367e+14\n", - " 6.98372551e+13 7.94654154e+14 -2.45006496e+15 -7.75117563e+15\n", - " 2.40993981e+15 3.32673662e+15 -2.24435293e+15 -2.84799187e+14\n", - " -2.72402421e+15 -1.21492158e+15 -2.29131307e+15 3.04040815e+15\n", - " 1.23560045e+15 -6.71476303e+14 4.50834714e+14 3.38756283e+15\n", - " -5.57864060e+15 -2.40306288e+15 -1.21316620e+15 -4.89626453e+15\n", - " 6.17904106e+14 1.43242045e+14 3.04908589e+15 2.49681424e+15\n", - " -1.97960406e+15 -4.16861089e+15 -5.06622049e+15 -4.92800027e+14\n", - " 6.91154321e+14 7.84977661e+14 -1.28530522e+15 -4.15714135e+15\n", - " -6.30133311e+14 -7.03778586e+14 -5.69077414e+15 3.23799208e+15\n", - " -2.89213589e+15 -5.50135326e+15 1.03727594e+16 -6.35134436e+15\n", - " 3.27212973e+13 -3.55058867e+14 5.15288717e+14 2.16339725e+15\n", - " 1.97873232e+14 6.41115797e+14 6.81109662e+15 8.00147625e+13\n", - " -1.46184369e+15 -1.02972814e+15 -2.64462610e+15 -3.70229583e+14\n", - " -3.08658586e+15 6.29809557e+15 -3.06974389e+14 -2.32168509e+15\n", - " -2.53885751e+15 2.25444238e+15 7.17597763e+15 -3.55150080e+15\n", - " 1.21761685e+14 -3.70194588e+15 -9.56246057e+14 3.24226091e+15\n", - " 3.21117674e+15 3.49164200e+15 4.41064517e+14 -1.97813408e+15\n", - " -3.50098016e+15 8.73432442e+14 -5.30080298e+15 5.39951905e+15\n", - " 2.38805857e+15 1.63450264e+15 -9.50372311e+14 3.40572943e+14\n", - " -3.77431017e+15 -1.69732197e+14 -8.41495916e+13 1.89866094e+15\n", - " -3.09934692e+15 1.44732330e+15 -4.67371046e+15 8.25601976e+14\n", - " -1.60202989e+15 -1.90796909e+15 2.27924885e+15 -2.65385572e+15\n", - " 2.10742480e+15 -7.71816630e+14 7.98760160e+14 2.14339532e+15\n", - " 2.53185116e+15 -8.59793603e+14 -2.03235494e+15 8.44304232e+14\n", - " 1.15582919e+15 -4.98922957e+15 5.41521091e+15 -1.36474247e+15\n", - " 1.96905574e+15 1.91492502e+15 -2.23810638e+14 1.08302797e+15\n", - " 9.23467189e+14 -6.61020049e+15 -4.11341184e+15 -1.57604619e+13\n", - " -6.89488079e+15 -2.19433144e+14 -9.03720194e+14 4.43231824e+14\n", - " -1.25857628e+15 -2.39388492e+15 -1.40600857e+15 -1.84942641e+15\n", - " 3.49877405e+14 -1.65283434e+15 -1.24546863e+14 -1.43534499e+15\n", - " 6.02464957e+15 -1.42371568e+15 5.65060318e+14 -1.49977105e+15\n", - " -1.62982117e+14 -5.05916295e+14 4.63665727e+15 2.54758049e+15\n", - " 2.84778647e+15 1.68553378e+16 -1.50853773e+15 3.15459958e+15\n", - " -2.30894768e+15 9.32214365e+14 -1.27704793e+15 -2.08418086e+15\n", - " 1.00651130e+14 -3.58064242e+15 2.12135283e+13 5.39882848e+15\n", - " 2.19299140e+15 2.90425293e+14 -1.95279908e+15 1.75892689e+14\n", - " 1.97146151e+15 -1.02402209e+15 -8.16431587e+14 5.26767593e+14\n", - " 3.13394814e+14 -1.84613340e+15 2.07543158e+15 -1.07343037e+14\n", - " -1.76530578e+15 1.56063528e+15 -6.11826203e+15 -4.86123435e+14\n", - " 2.72930140e+14 -5.38353198e+14 -2.57114239e+14 -3.58114631e+15\n", - " 2.34140021e+15 2.39909253e+15 -2.57712418e+15 1.42253355e+15\n", - " 1.18663412e+15 -1.97891937e+14 -1.98035917e+15 6.91948182e+15\n", - " -5.66605779e+14 3.05614001e+14 -3.42613043e+14 3.67875781e+15\n", - " -3.07224488e+15 1.61924614e+15 -9.31138893e+14 1.76899970e+14\n", - " -1.73855686e+15 4.10818165e+14 7.41034810e+15 8.67107215e+14\n", - " 8.14087629e+14 -1.98333039e+15 5.45397443e+14 -1.35501402e+15\n", - " 7.29060390e+14 -2.88231574e+14 -1.26154209e+15 5.99586102e+14\n", - " -5.27566036e+15 -9.10979642e+14 1.45487909e+15 -2.35914881e+14\n", - " -1.16280631e+15 1.05667354e+15 1.84806146e+15 -5.70916540e+14\n", - " -1.72479500e+15 6.23759365e+14 -2.13920707e+15 1.18052147e+14\n", - " 1.08392809e+15 4.72531169e+13 1.39851633e+15 -1.43873629e+15\n", - " 1.93680919e+15 4.97309877e+14 4.70354899e+14 -2.15542972e+14\n", - " -8.47633835e+14 1.24960148e+15 -9.29061122e+14 1.79664482e+15\n", - " 8.92613428e+14 -6.10868181e+13 -1.46486672e+14 -1.96041922e+15\n", - " -2.05452891e+15 2.60270237e+14 6.31633636e+14 -1.60943491e+14\n", - " -1.64643006e+14 2.85391302e+14 8.79683733e+14 -8.51143511e+14\n", - " -1.31588028e+15 1.77188319e+14 -9.94130423e+14 -6.49824155e+14\n", - " 8.74740297e+12 -1.40403637e+15 1.68247899e+15 -2.71262392e+15\n", - " -5.28759993e+15 9.28470268e+14 -2.79027550e+15 -1.47870298e+15\n", - " -3.59833586e+15 1.71078945e+15 1.12100126e+15 1.80890347e+15\n", - " -6.89702276e+14 1.48686563e+15 -1.36927000e+15 8.87207793e+14\n", - " 1.16012171e+15 9.05814522e+14 -2.29723993e+15 -2.73376649e+15\n", - " 1.61270554e+15 -1.13766747e+15 8.92330991e+14 2.57895148e+15\n", - " -3.20178842e+15 1.12997036e+15 -4.04212355e+14 5.16045014e+14\n", - " -1.19691707e+14 4.16578414e+14 1.39813798e+14 -9.83050412e+14\n", - " 2.18928549e+14 3.48729741e+15 1.63308084e+14 1.23140723e+15\n", - " -4.99728181e+14 4.82736018e+13 1.98040197e+15 2.43998062e+14\n", - " 1.84845162e+14 -3.80273113e+14 1.70902163e+15 2.06692744e+15\n", - " 1.71842717e+15 2.04792134e+15 -3.14072923e+14 1.96240622e+15\n", - " -2.04452495e+15 -2.70734466e+14 2.61229938e+15 2.44674023e+14\n", - " -1.20074445e+14 -8.27614186e+14 1.95680662e+15 2.18497201e+15\n", - " -2.02481235e+15 4.53684445e+15 -3.01397939e+15 1.42541678e+15\n", - " -1.33904059e+15 -1.50142540e+15 -6.29320825e+15 3.50479776e+15\n", - " -2.54739395e+14 8.83331542e+14 -2.02626873e+15 1.65651444e+14\n", - " -1.24854472e+15 -1.06610120e+15 -2.34193925e+15 -5.70133314e+14\n", - " 6.81814088e+14 -5.81126302e+15 -1.33654888e+14 -1.69228937e+15\n", - " -5.57504053e+14 2.37925890e+14 -1.12234370e+15 7.64453203e+13\n", - " 6.43654615e+14 -1.46997325e+15 1.82126602e+13 2.20033968e+15\n", - " -9.14866662e+14 2.80849921e+15 1.16491049e+15 1.03440140e+15\n", - " 2.57287226e+14 -1.54120602e+15 -4.35891029e+13 4.02172514e+14\n", - " -8.69097353e+14 -1.85473751e+15 -2.63384228e+15 1.34018116e+15\n", - " 2.99754790e+15 -2.49980463e+14 -2.36785358e+15 7.11122232e+14\n", - " 1.89179528e+15 2.00819134e+15 1.37960440e+14 1.51701568e+15\n", - " -1.92770715e+15 4.10631557e+14 3.46043004e+14 1.69152175e+14\n", - " 3.89419811e+14 1.06695175e+15 1.62679198e+15 -9.73860116e+14\n", - " 1.48862105e+15 -1.39689166e+15 -1.13745263e+15 -2.76090696e+15\n", - " -1.69952623e+15 3.29220361e+14 1.11470510e+14 1.47960391e+15\n", - " 2.57797335e+15 -1.03471201e+15 3.18586314e+15 1.76711847e+15\n", - " -9.37156743e+14 6.91221736e+14 3.08569948e+15 4.08267323e+15\n", - " -1.01311476e+15 -9.55843840e+13 2.28465291e+14 -1.09408693e+15\n", - " -6.17789055e+14 -3.80693629e+15 2.21224140e+15 -7.88212931e+13\n", - " -2.29870571e+15 -4.17648047e+14 3.02734636e+14 3.19516015e+14\n", - " -4.49057184e+14 1.52144297e+15 -1.61268497e+15 -8.94975563e+13\n", - " -1.64288008e+15 1.85463452e+15 1.09298191e+15 1.57385277e+14\n", - " 1.56964556e+14 -5.39989926e+14 1.29529997e+15 -7.75280446e+14\n", - " -1.33996309e+15 3.00617134e+15 -1.09880632e+14 -1.24740596e+14\n", - " 2.04867603e+14 -6.72736369e+14 -1.91203727e+15 3.75932105e+15\n", - " -1.57818626e+15 9.03719798e+14 2.62949035e+15 -3.18833484e+15\n", - " -6.54174775e+14 1.28062858e+15 8.51972752e+13 -2.88063030e+14\n", - " -3.23617697e+15 -2.20739864e+15 -2.59761488e+15 1.23977167e+15\n", - " 3.30726272e+13 2.18688550e+15 -5.59028224e+14 -1.13513318e+15\n", - " 1.01070947e+15 -1.36299594e+15 2.05371549e+15 1.87976236e+15\n", - " 6.73077764e+14 -5.38051338e+14 1.56336662e+15 -1.40951248e+15\n", - " 1.59946062e+13 3.17232151e+14 2.69873810e+15 -5.15273102e+14\n", - " 3.98923456e+14 4.06575020e+14 -2.21291106e+15 -2.75839109e+15\n", - " -1.04597581e+14 1.08455897e+14 4.26979586e+14 3.64787026e+14\n", - " 1.32457652e+15 7.66586686e+14 3.49577310e+14 -3.78517494e+14\n", - " -1.88596104e+15 1.05693307e+15 -3.07066795e+15 -1.14960169e+15\n", - " -3.30035945e+14 -1.38207224e+15 -3.39084275e+14 -2.16488395e+15\n", - " -4.03519552e+14 -1.61110123e+15 -2.78172331e+15 -3.12013306e+14\n", - " -2.49582947e+14 -3.11931462e+15 6.67531650e+14 -5.49742701e+14\n", - " -1.86700356e+15 -3.54010107e+15 1.19131818e+15 -3.78285119e+15\n", - " -3.06954498e+14 -1.12644013e+15 2.20028694e+14 -9.34143731e+14\n", - " 2.01167723e+15 3.94225137e+14 -1.65161378e+15 3.95932330e+14\n", - " 3.96088893e+14 -2.19599165e+14 1.48483445e+15 -4.92253770e+14\n", - " 2.77991418e+14 -2.31998710e+14 4.82810370e+14 -5.84451643e+14\n", - " 1.71807264e+15 -1.16374049e+15 -8.78075249e+14 -8.80850962e+14\n", - " 4.97513285e+14 -1.54342650e+15 7.78581093e+14 2.63250019e+15\n", - " 1.18313869e+14 -3.14614536e+15 2.18879241e+14 4.29510297e+14\n", - " -1.26014827e+15 1.55236884e+15 -1.87732166e+15 -6.13424482e+14\n", - " -5.20354692e+14 -1.15451740e+15 -3.20087954e+14 -9.97652854e+14\n", - " 2.48246413e+14 -5.07914601e+14 -8.09572689e+14 -4.12331024e+14\n", - " 9.11963698e+14 1.36996296e+15 8.67058322e+14 1.59072024e+14\n", - " -3.77858364e+14 -2.43651641e+14 -1.55696539e+15 1.88356894e+14\n", - " -9.40463738e+14 9.70412515e+14 1.34660035e+15 7.40251342e+14]\n", "Found 363 total galaxies in catalog for cluster 21425\n", - "[ 2.35826638e+14 -4.23888659e+15 -2.17077980e+15 6.96261773e+14\n", - " -5.13287140e+14 -2.08500305e+15 5.36977969e+14 3.13187200e+15\n", - " -5.09342535e+15 -3.44524238e+14 5.49973280e+14 -5.29004319e+14\n", - " -3.05823154e+15 -6.96457207e+15 -9.63965429e+14 -4.19546781e+15\n", - " -5.45046123e+15 1.56967569e+15 -4.02793560e+14 -3.21822285e+15\n", - " 3.30900131e+15 -1.32978447e+14 -5.33224785e+15 -1.11679206e+15\n", - " 1.07469923e+16 -5.15744697e+14 2.10933498e+15 1.48975836e+15\n", - " 9.94760488e+14 -1.45298494e+15 -1.84314602e+15 -1.75899829e+15\n", - " -1.58420655e+14 -4.82307528e+15 -5.15218030e+14 -8.96567470e+14\n", - " 3.45100879e+14 2.12460366e+15 6.03730873e+15 7.09369045e+14\n", - " 4.86160954e+15 -1.31574478e+15 4.70679554e+14 3.28935583e+15\n", - " 2.43672512e+15 -5.24899656e+14 2.53932719e+15 5.48214178e+15\n", - " 4.97168855e+14 -1.62734301e+14 -3.19210224e+15 -1.66520641e+15\n", - " -2.23202656e+14 4.13187046e+15 -5.98912892e+15 3.34219937e+14\n", - " -2.03927874e+15 -6.34561774e+15 3.93694792e+14 1.75420633e+15\n", - " 2.13788778e+15 1.51706783e+15 -1.97345893e+14 5.64066815e+15\n", - " -1.34857520e+15 4.48119812e+15 2.50549606e+15 -5.04741936e+14\n", - " 2.44056819e+15 2.15690618e+15 1.33041089e+15 -5.37471274e+14\n", - " 1.55363907e+15 -4.57032755e+15 -1.63912636e+15 5.22442706e+15\n", - " 9.66642046e+13 -4.62731638e+14 -1.18257929e+15 2.33318846e+15\n", - " -5.83251096e+14 1.92896360e+15 1.00827873e+15 -1.95049000e+15\n", - " 5.70167047e+14 -2.46949753e+15 -1.76645604e+15 1.78270922e+15\n", - " 4.71322090e+13 -3.60224236e+15 2.31496506e+15 2.31377138e+14\n", - " 4.87722467e+13 -1.01147115e+15 4.47035655e+15 -7.86224203e+14\n", - " 1.51115877e+15 -3.12801302e+14 1.40610333e+15 -1.25253101e+14\n", - " 4.13364491e+14 -2.13619844e+14 4.86304092e+14 -2.44997908e+15\n", - " 7.76531188e+14 -1.00137377e+14 1.68964440e+15 5.44419406e+13\n", - " -2.15093950e+15 -7.79757698e+14 4.02460088e+14 -1.41348704e+16\n", - " -2.93329760e+15 1.55577457e+15 -2.49774560e+15 -3.22076536e+14\n", - " 2.62730409e+15 -2.13391273e+14 -1.09015679e+15 7.50478449e+14\n", - " -1.21668350e+15 3.64944090e+15 2.53519278e+15 -2.80506003e+14\n", - " -1.17295707e+15 3.48617160e+15 1.58042044e+15 7.54576992e+14\n", - " 2.14133185e+15 -1.49902078e+15 2.52831126e+14 1.63046200e+15\n", - " 2.50447376e+15 1.61024732e+15 1.35845450e+15 2.83871082e+15\n", - " -2.50348451e+14 -1.17321874e+15 3.10814915e+15 9.93929066e+14\n", - " -1.99932280e+15 -8.69728249e+14 3.48875044e+14 4.01272150e+14\n", - " 1.53927933e+15 7.89141687e+14 1.46024473e+15 5.06010274e+14\n", - " -8.85970917e+14 -1.73067676e+14 3.48522956e+15 -1.57831806e+15\n", - " 6.66471459e+14 -4.30017820e+14 -6.54261078e+14 1.26584293e+15\n", - " 1.74500288e+15 8.50828642e+14 1.40450436e+15 -5.56919213e+14\n", - " -3.87936268e+14 -7.70118072e+14 -3.54502320e+14 1.41881348e+15\n", - " -1.73888305e+15 -1.22502073e+15 2.39991377e+14 7.66780122e+14\n", - " -1.43978114e+15 -3.46383775e+14 6.23482920e+14 -3.10138056e+15\n", - " -7.54843122e+14 1.87260012e+14 -1.56642296e+14 5.51426959e+14\n", - " 7.75010478e+14 1.09845581e+15 -6.48547363e+14 -2.23227844e+15\n", - " 5.11119526e+13 -8.77540484e+14 5.31995804e+15 4.94693502e+14\n", - " 3.26913402e+15 2.07829993e+15 -9.44494390e+14 6.36597029e+14\n", - " -3.10888295e+15 3.66734209e+15 -5.51192250e+14 -4.26979016e+14\n", - " -7.43862223e+14 -1.98117193e+15 -1.49457051e+15 -2.46607516e+15\n", - " -1.46622310e+15 -9.15791926e+14 1.40120393e+15 1.77290233e+15\n", - " 5.22822391e+13 1.18177317e+15 2.06066968e+14 1.93544460e+14\n", - " 1.10084380e+15 -1.22686760e+14 1.11157335e+15 1.69595282e+14\n", - " -4.80157988e+14 5.41317472e+13 -9.80075629e+14 -3.51599032e+14\n", - " 1.02775763e+14 -1.85286153e+15 -1.54898297e+15 -1.83186885e+15\n", - " -4.63967018e+14 -2.45332602e+14 -2.43325344e+15 -2.26763404e+15\n", - " 1.84691717e+15 3.02799402e+15 1.21721018e+15 8.47747480e+14\n", - " 3.53126680e+14 -5.74709576e+14 2.84860783e+15 5.77473675e+14\n", - " 6.94218907e+14 2.55183024e+15 -2.58288028e+14 1.25117538e+15\n", - " 5.41192328e+14 -1.63057021e+15 1.93632951e+15 1.79959215e+15\n", - " -9.81347599e+14 -7.02816649e+14 -1.88601483e+15 -1.36252870e+15\n", - " -1.47445116e+15 8.56819458e+14 3.11771666e+13 1.58939736e+15\n", - " 5.21624463e+14 5.40989980e+15 3.45759606e+14 2.68914281e+15\n", - " 9.58372353e+14 1.14030752e+15 -3.96432579e+14 4.11275103e+15\n", - " 3.34406673e+13 4.52643992e+15 -2.04889133e+15 -1.35330665e+15\n", - " 1.69762731e+15 1.10197976e+15 8.35820311e+14 -1.58432943e+15\n", - " 2.62201105e+15 1.57215181e+15 -5.88475584e+14 -1.64915696e+14\n", - " -1.44754297e+15 9.00655237e+14 -1.65185013e+15 1.71748294e+15\n", - " -4.01656646e+14 7.70261460e+14 3.88793129e+15 8.31976914e+14\n", - " -2.55801395e+15 3.11069218e+15 1.15232562e+15 1.47611616e+15\n", - " -1.65129276e+14 1.63771727e+15 -1.19045239e+15 9.01331874e+13\n", - " -2.58948598e+15 -1.49218728e+15 9.41970833e+14 5.38473991e+14\n", - " 9.05580556e+13 -2.04558729e+15 -6.99218405e+14 1.63933944e+14\n", - " -1.13883225e+15 3.09133669e+15 -3.93805195e+14 -1.12691406e+15\n", - " -2.85699164e+14 -6.51463860e+14 2.41359595e+15 8.74352717e+14\n", - " -9.74625912e+14 -2.66891188e+14 2.83925521e+15 -6.43100101e+14\n", - " -1.85627368e+15 -4.84115225e+14 -2.20869337e+15 -1.51144824e+15\n", - " -2.72380607e+15 2.90669322e+15 -7.97060346e+13 7.18894912e+14\n", - " 4.87003423e+14 1.99907703e+15 1.93475267e+15 1.28089072e+15\n", - " 1.77157860e+15 3.51727769e+14 1.04772730e+15 -1.75705371e+15\n", - " -3.74015761e+14 -3.02571127e+14 4.41173545e+15 9.57602099e+14\n", - " -1.36068167e+15 6.44419471e+14 -8.75994063e+14 -4.07001974e+14\n", - " 2.05001081e+15 3.18532279e+14 2.41883360e+15 3.44598755e+14\n", - " 1.83637702e+13 4.16892159e+14 -6.72039031e+14 -1.02763118e+15\n", - " -2.23185595e+15 1.57637881e+15 -4.96274126e+14 -4.02987857e+14\n", - " -3.99319175e+13 -2.33841441e+14 1.01014340e+14 -6.30023126e+14\n", - " -9.67075569e+14 -1.81478679e+15 -5.64999858e+14 -1.70581301e+14\n", - " 1.25391018e+15 -3.11708604e+14 1.03296601e+15 3.02289323e+15\n", - " -5.70588532e+14 -6.51599493e+14 -1.41748505e+15 4.33130790e+14\n", - " -2.37155754e+15 -6.96141457e+14 1.50695885e+14 1.12601699e+15\n", - " 2.76838125e+14 -2.69529812e+14 1.42498805e+15 4.07203349e+14\n", - " -2.19449665e+14 -1.09715762e+15 -6.42083863e+14]\n", "Found 7786 total galaxies in catalog for cluster 30553\n", - "[-2.00038808e+15 -1.61432167e+15 -4.27233604e+14 ... 1.23490548e+15\n", - " 5.23307589e+14 -4.09167959e+14]\n", "Found 1777 total galaxies in catalog for cluster 11651\n", - "[-5.07091138e+14 1.54531258e+15 -4.27403478e+14 ... -4.22919088e+14\n", - " 7.86431363e+14 -3.65456810e+14]\n", "Found 2526 total galaxies in catalog for cluster 27728\n", - "[ 1.20300936e+15 7.58824966e+14 1.55598455e+15 ... -6.60988443e+14\n", - " -5.18842165e+14 -5.14115941e+14]\n", "Found 2665 total galaxies in catalog for cluster 30757\n", - "[1.19098068e+15 3.09320332e+14 1.82900278e+15 ... 1.29979633e+12\n", - " 5.18837261e+13 3.16407664e+14]\n", "Found 5370 total galaxies in catalog for cluster 32634\n", - "[-4.63561677e+14 4.65507674e+14 8.81484145e+14 ... 8.22746549e+14\n", - " -1.12974491e+15 -3.84659016e+14]\n", "Found 3080 total galaxies in catalog for cluster 33429\n", - "[ 1.29281734e+15 2.68602323e+14 -1.41552024e+15 ... -1.38007526e+15\n", - " 5.42277393e+14 -1.38988568e+14]\n", "Found 1942 total galaxies in catalog for cluster 15656\n", - "[ 9.75905244e+13 -6.57837207e+14 -8.08925941e+14 ... -7.91254452e+14\n", - " 1.25502312e+15 -5.55726150e+14]\n", "Found 662 total galaxies in catalog for cluster 29784\n", - "[-8.50512752e+14 -2.29020804e+14 7.76015830e+14 -2.67040069e+15\n", - " 2.45687303e+15 8.47445496e+13 2.61491092e+15 3.91169063e+15\n", - " 1.81528636e+15 -1.97947119e+15 -1.80897464e+15 -1.58805551e+15\n", - " 3.85653393e+15 2.70017475e+13 -8.27354675e+14 1.28854653e+15\n", - " 2.03091673e+15 -2.76585739e+15 3.26146805e+15 1.43247339e+15\n", - " 1.70539434e+14 7.30394772e+14 -4.41764765e+14 -4.62855543e+14\n", - " -1.99540155e+15 2.22333372e+15 5.09725295e+15 1.57862329e+15\n", - " 3.04618225e+15 1.34272299e+15 -1.02564876e+15 -3.14863272e+15\n", - " -2.66096785e+15 4.70144237e+15 -2.95120540e+14 4.93281595e+14\n", - " 3.08458581e+15 -1.94493839e+14 -5.23917599e+15 -2.33240984e+15\n", - " -9.38191192e+14 2.18242921e+15 -2.92176544e+15 3.11048883e+15\n", - " 1.46179708e+15 1.83340712e+15 -6.47379065e+14 -1.38110940e+15\n", - " 2.36694878e+15 6.17819322e+15 -2.99431202e+15 8.06277827e+14\n", - " 8.33472836e+14 3.24603028e+15 2.13955225e+15 -2.68329968e+15\n", - " 9.62494485e+14 3.06418479e+15 3.92719947e+15 -1.03528574e+15\n", - " -3.54521325e+15 -2.80686620e+14 -2.80854024e+15 -2.05790812e+15\n", - " -1.62211695e+14 8.34678300e+14 -1.16005307e+15 -1.40479937e+15\n", - " -5.31280369e+15 -1.42038241e+15 -2.06778150e+15 -2.93450259e+15\n", - " -5.53983686e+15 5.47874501e+13 -1.31373691e+15 2.79181148e+14\n", - " 1.44886641e+15 1.36453637e+15 -7.45200336e+14 2.32533612e+15\n", - " -2.49475076e+14 -3.03545813e+15 -7.05411802e+15 -1.93727075e+15\n", - " -6.22802135e+14 -1.25652087e+15 -3.73663098e+15 -2.03656640e+15\n", - " -1.39114237e+14 6.02747706e+14 -2.70618035e+15 -4.59602722e+14\n", - " 3.28431595e+14 8.45596663e+13 -1.32704836e+15 -3.31782837e+15\n", - " 1.42827214e+15 1.90039911e+15 -3.70510620e+15 -1.03379261e+15\n", - " 1.87033066e+15 -7.49047339e+14 -1.80890103e+15 6.17624072e+14\n", - " 9.53750641e+13 6.31106825e+13 1.58763973e+15 3.19900651e+14\n", - " 1.84081474e+15 -7.06110567e+14 -5.03974574e+13 2.03821509e+15\n", - " 2.14779600e+15 -7.29078490e+15 2.62141557e+15 8.47661435e+14\n", - " -1.81391594e+15 -1.75216191e+14 -2.67518135e+15 -2.75425760e+14\n", - " 9.40503677e+14 -3.02473138e+15 -1.59631865e+15 -4.81683088e+14\n", - " 1.97922159e+15 4.20669232e+14 -5.56450440e+15 3.43953139e+14\n", - " -4.39486741e+14 4.22421995e+15 1.05220831e+15 1.41620536e+15\n", - " -1.77934428e+15 2.39846913e+15 2.31442772e+15 1.06626949e+15\n", - " 1.82730903e+15 -9.00695304e+14 1.28212293e+15 4.95121087e+14\n", - " -2.66897949e+14 -1.04127948e+15 2.62281255e+15 -8.61687561e+14\n", - " -2.86495872e+15 -2.31759147e+15 -9.86208242e+14 -3.95631734e+15\n", - " 1.28686620e+15 1.66402360e+15 1.29740599e+15 -4.36433336e+14\n", - " -1.60701944e+15 9.05240002e+14 5.19649843e+15 4.20916967e+15\n", - " -3.99197045e+15 6.17338923e+15 9.08392926e+14 1.32279092e+15\n", - " 1.72751730e+15 -2.46845481e+15 6.06051637e+14 6.88070750e+14\n", - " -1.18138141e+15 1.76259097e+14 -1.46050598e+15 2.44911050e+15\n", - " -7.74371989e+14 5.26459621e+14 1.27925171e+15 -1.29894408e+14\n", - " 3.15570841e+15 1.71858806e+15 3.13125129e+15 4.82612208e+13\n", - " 4.77852208e+15 3.79951528e+15 -1.70768772e+15 1.81669920e+15\n", - " 2.53547580e+15 -9.45336982e+13 1.38752565e+15 1.66822297e+14\n", - " 4.02556130e+14 -1.20013575e+15 2.49249256e+15 1.72903224e+15\n", - " -1.90559218e+14 -6.98829883e+14 2.93279644e+15 -1.27189098e+15\n", - " 1.18575191e+14 -7.47312386e+14 -7.22970318e+14 -4.87468622e+14\n", - " -2.60005271e+14 7.00965838e+14 6.45734322e+14 9.89822235e+14\n", - " 1.40595260e+15 -1.38009719e+15 4.20071518e+14 1.12355417e+15\n", - " -1.39907566e+14 -2.02440182e+15 -2.18293216e+15 1.70111130e+15\n", - " -2.98598925e+15 2.09496401e+15 -5.73894506e+14 -1.27944389e+15\n", - " -2.48875856e+15 -6.30436414e+14 -1.31438513e+15 -1.53064297e+15\n", - " -7.69574146e+14 7.61146169e+14 2.09948906e+14 -5.55957401e+15\n", - " -1.67119692e+15 2.69557128e+15 9.68268173e+14 1.84928838e+15\n", - " 9.29494622e+14 -4.32714295e+15 -1.45777059e+15 1.62930061e+15\n", - " -1.24487150e+15 -1.02970750e+15 -1.16358676e+15 -1.90796800e+15\n", - " 1.02473533e+15 2.36717445e+15 5.97641179e+14 -1.41080037e+15\n", - " 1.83656417e+15 2.11792596e+12 1.97004654e+15 1.81058421e+15\n", - " 4.88923503e+14 -1.25454453e+15 6.90373100e+14 1.19762345e+15\n", - " 9.77882219e+14 7.88826958e+14 7.07819476e+14 1.04617733e+15\n", - " -1.98358504e+15 -2.46698422e+15 1.85196222e+15 2.78599413e+15\n", - " -1.06751790e+15 8.93728197e+14 8.23931108e+14 7.83680059e+14\n", - " -1.60629860e+15 3.73465464e+15 2.94408802e+14 -2.54737692e+14\n", - " -2.37839339e+13 -2.29594248e+14 5.04111956e+14 5.28755853e+14\n", - " -2.38183128e+14 -6.29349915e+14 1.02437572e+15 -1.21155793e+15\n", - " 1.12721376e+15 8.12964284e+14 -3.52657034e+14 1.38292929e+15\n", - " -6.84705224e+14 2.30255424e+15 6.45768489e+14 -1.56766198e+15\n", - " 1.77575822e+15 -1.13524614e+15 2.20797990e+15 -7.10061241e+15\n", - " -1.89144189e+14 5.65846764e+14 -1.42391157e+15 -1.91783697e+15\n", - " -8.73653143e+14 -2.18305842e+15 2.93255789e+14 -1.21240270e+15\n", - " 3.53721501e+15 -2.80792461e+15 -8.48046757e+14 -2.12046888e+14\n", - " 1.18914314e+15 1.85980148e+15 3.34864358e+14 -6.94985927e+14\n", - " 2.14587378e+15 3.03612197e+13 5.52300569e+14 1.67922218e+15\n", - " -1.91078661e+14 2.33927357e+14 -2.58040508e+14 -1.20515782e+15\n", - " -8.53153693e+14 -3.64737552e+14 -1.37128076e+15 1.13272716e+15\n", - " -9.01464043e+14 2.09662682e+15 3.62352531e+15 9.91556675e+14\n", - " -2.59129614e+15 -4.97937840e+14 1.59426632e+14 3.15769478e+15\n", - " -6.38383406e+14 -7.70087339e+14 -6.18007335e+14 2.59466617e+14\n", - " -2.12238605e+15 -2.28321419e+14 -4.19911807e+15 -1.84735352e+15\n", - " 1.13104956e+15 -3.94717690e+14 -9.67687072e+14 -2.35843950e+15\n", - " 1.22083294e+15 -7.59398312e+14 -2.93637688e+14 -4.42563304e+14\n", - " 1.03938629e+15 8.88822058e+14 -6.83513889e+14 1.37786560e+15\n", - " -1.91648254e+15 8.76167296e+14 8.37963613e+14 1.17074876e+14\n", - " -1.04663561e+15 -5.59783703e+15 -1.11815631e+15 8.63844479e+14\n", - " -1.80009715e+15 -1.44428631e+14 -1.04089868e+15 -7.29433304e+14\n", - " -2.27319071e+14 9.92078350e+14 -6.36264446e+14 1.58602614e+14\n", - " -1.61909078e+15 -5.55958994e+15 6.99482173e+14 -6.44992461e+14\n", - " -3.95810094e+15 -1.46544651e+15 -1.09937652e+15 -4.42773975e+13\n", - " 5.66875090e+14 1.17549582e+15 7.95977918e+14 -3.22872539e+15\n", - " 3.81807744e+14 -1.74314660e+15 2.65108653e+15 3.83046840e+14\n", - " -8.98318916e+13 6.29920545e+14 3.93845755e+14 1.40628652e+15\n", - " 6.13071630e+15 2.77326700e+15 2.77825629e+15 1.95443936e+14\n", - " 1.38550127e+15 1.47308534e+15 1.52060174e+15 -3.10960587e+14\n", - " 9.74342528e+14 1.86325147e+15 -5.33388855e+14 -3.33133863e+14\n", - " 4.63926668e+14 7.45359338e+13 5.33093988e+14 -8.34570528e+14\n", - " -8.30241839e+14 2.55894571e+14 -1.79918638e+15 -1.03172387e+15\n", - " -1.54065964e+14 -1.54103875e+15 -2.77202641e+14 -1.22680645e+15\n", - " -2.03862260e+15 -3.99606205e+14 4.56632057e+14 8.67114638e+14\n", - " 5.29299845e+14 -4.84472117e+14 6.02239328e+14 2.07627615e+14\n", - " 6.01729354e+14 -1.04808304e+15 -2.98478447e+14 1.75062947e+15\n", - " 4.39124900e+15 8.10956526e+14 8.53300977e+14 -1.29265754e+14\n", - " -1.22490755e+15 -1.02621233e+14 -5.81440889e+14 2.73186228e+15\n", - " -4.12438217e+15 -1.90786070e+15 9.63368022e+14 4.20810367e+14\n", - " -1.15339567e+15 6.92341881e+14 7.51499119e+14 5.92175980e+13\n", - " 6.73335715e+14 -1.47205960e+15 2.36487650e+15 -3.71116632e+14\n", - " -5.33431138e+14 -3.16200031e+14 -1.86490785e+15 2.43050630e+15\n", - " -1.16080021e+15 2.78372867e+15 7.29518562e+14 -1.37568295e+15\n", - " -1.21212391e+15 -4.00061489e+14 -1.39312128e+15 1.06744422e+15\n", - " -1.30612994e+15 7.94662662e+14 -6.06103072e+14 7.63855888e+14\n", - " 1.09707378e+14 -3.85653481e+15 -5.41164371e+14 -2.68187380e+15\n", - " -4.00978216e+14 -1.96385596e+13 5.56374382e+14 -1.53809491e+15\n", - " 1.04211460e+14 -2.04151167e+15 2.57386022e+14 -4.92943811e+14\n", - " 6.80959377e+14 -5.60393034e+14 1.44691536e+15 7.14342988e+14\n", - " 5.12228725e+14 -3.21577546e+15 1.94467141e+14 5.29259545e+14\n", - " -1.62421865e+15 -1.61446613e+15 -5.19337895e+14 -6.92101995e+14\n", - " -9.84680931e+14 -4.85935752e+13 3.11425956e+13 1.02607471e+15\n", - " 1.67188091e+15 9.01354137e+14 1.69329095e+13 -6.47897505e+13\n", - " -1.43702681e+15 9.01023114e+14 3.97017539e+15 9.65344442e+14\n", - " -3.35467796e+15 -2.85488114e+15 1.57655823e+15 9.08599692e+14\n", - " 1.83236577e+15 -4.36064257e+14 -5.37605659e+14 2.05768369e+15\n", - " -2.01295931e+15 1.59442412e+15 3.55552996e+14 1.17297245e+15\n", - " -9.72223881e+14 -5.20472176e+14 -2.50762935e+15 -1.27277189e+14\n", - " 1.79005542e+15 -3.16343635e+15 -2.65515123e+14 -1.58361388e+15\n", - " 4.30726871e+14 3.41098074e+14 -1.67766076e+15 -6.13072805e+14\n", - " 1.98267002e+15 3.66925999e+14 6.77622264e+13 -3.00884885e+14\n", - " 1.12303546e+15 4.85681339e+14 2.81480293e+15 2.46732872e+14\n", - " -2.09702872e+15 -9.69882272e+14 9.15260215e+13 -2.98125070e+14\n", - " -3.14478989e+15 -1.24617709e+15 -1.19435882e+13 2.74350724e+15\n", - " -1.65782467e+15 -1.45236408e+15 -1.34361822e+15 -1.64101503e+15\n", - " 1.68524112e+15 7.54077330e+14 -1.00798608e+15 1.08669821e+14\n", - " 5.96010883e+14 1.05463896e+15 1.09989053e+15 -2.39900471e+15\n", - " 1.51047325e+15 -2.65678392e+15 2.94962411e+14 4.53575336e+14\n", - " 1.31542558e+15 -1.75564169e+15 1.53450018e+15 3.81587631e+14\n", - " -1.76721912e+15 3.41692723e+14 2.27316348e+15 2.44071830e+15\n", - " 7.99112183e+14 -9.05356302e+14 8.79366830e+14 1.17790091e+15\n", - " -2.62490865e+14 -2.23916098e+15 7.20077376e+14 -2.32285041e+15\n", - " -7.51256970e+14 9.15628250e+14 -5.61717969e+14 -3.47150614e+14\n", - " 1.17770015e+15 1.21339059e+14 -1.83825490e+15 -3.98446634e+14\n", - " -3.94066142e+14 4.55836339e+14 -5.32424911e+14 -3.47765670e+15\n", - " -3.35025625e+13 2.54067028e+15 1.05467149e+15 -2.55367194e+15\n", - " -7.57102818e+14 3.80395531e+14 2.78215767e+13 -8.58930356e+14\n", - " -2.48192760e+14 5.11486438e+14 -9.30191835e+14 1.64740723e+14\n", - " -2.19347557e+14 1.50023922e+15 8.74951846e+14 -1.05696865e+15\n", - " 1.73007094e+15 -2.08612301e+14 2.25761681e+15 -4.06771744e+14\n", - " 6.57212084e+14 -9.23208835e+14 -1.06091338e+15 1.14228905e+15\n", - " -1.59986462e+15 4.08258823e+14 3.29265574e+15 8.66688911e+14\n", - " -2.19653043e+15 -7.13892817e+14 -1.56864462e+15 7.12242861e+14\n", - " 4.26527259e+14 1.17931383e+15 -6.53140991e+13 -1.82239744e+14\n", - " 1.53275667e+14 -2.49549124e+13 -4.63217341e+14 1.63463547e+15\n", - " -2.87296277e+14 5.42365718e+14 2.83014491e+14 -7.99552553e+14\n", - " 9.07901033e+14 -1.58912427e+15 3.32480089e+14 1.64538614e+15\n", - " 1.71498541e+15 6.74061940e+14 -9.39035935e+14 -1.87748192e+14\n", - " -2.63895140e+14 8.71708544e+14 1.77881758e+14 1.19920376e+15\n", - " -4.27257319e+14 -8.18762137e+14 1.31489324e+14 2.36242051e+14\n", - " -1.90983882e+13 -7.49211556e+14 2.70481878e+15 -1.42821721e+14\n", - " -6.30138602e+14 -1.13860613e+15 1.98427517e+15 1.27806746e+15\n", - " 6.09035169e+14 -9.28328079e+14 -7.62158056e+13 -7.37199587e+12\n", - " 7.92389463e+14 -4.98954075e+14 8.56232497e+14 4.03736149e+14\n", - " 4.70541739e+14 -5.46980410e+14 -1.06258224e+15 1.11084119e+15\n", - " 1.76051289e+14 8.15891264e+13 2.05121412e+14 -1.99232117e+15\n", - " -1.47954708e+15 -1.18599281e+15 4.52577591e+14 2.75535583e+14\n", - " -2.22478581e+14 -5.43565293e+14 4.47891853e+14 1.00218191e+15\n", - " 1.16159555e+15 -1.13911713e+14 6.35281077e+14 3.60183290e+14\n", - " 7.91043363e+14 -8.82339697e+14]\n", "Found 1912 total galaxies in catalog for cluster 22630\n", - "[-5.91176269e+14 -1.11716751e+15 3.12038296e+15 ... -1.87750310e+15\n", - " -3.08836601e+14 -1.30095451e+14]\n", "Found 942 total galaxies in catalog for cluster 17777\n", - "[-1.98072402e+15 -7.36460273e+13 8.82990760e+14 -2.22119563e+15\n", - " -3.30053367e+15 -1.55939047e+15 6.50048087e+14 -4.36850875e+15\n", - " 3.89918132e+15 -7.84338304e+14 -7.06539384e+14 5.02631975e+14\n", - " 1.46766485e+15 1.07445510e+15 -1.42627855e+15 -5.78211816e+15\n", - " -1.88993248e+14 -1.48187733e+15 9.58664860e+14 5.95374840e+14\n", - " -2.57472364e+15 1.83478092e+15 1.22654058e+15 -2.31659825e+15\n", - " 2.98323583e+15 1.69219885e+15 9.29484423e+14 1.33037952e+15\n", - " 1.15680280e+15 -2.94807020e+14 -1.93582814e+15 5.10403187e+15\n", - " -2.73042393e+15 -2.44092987e+14 5.39226750e+14 3.99715740e+14\n", - " -2.74995834e+15 1.40129277e+15 -3.25628660e+14 -9.19731781e+14\n", - " 9.96370777e+14 -4.18263382e+13 1.19873516e+15 -8.90609309e+13\n", - " 1.33779971e+15 -5.84208536e+15 -2.39549095e+15 1.82190923e+15\n", - " 9.18113006e+14 1.69431747e+15 -1.36321448e+15 1.90171649e+14\n", - " 2.98210483e+15 -2.20420926e+15 1.11569580e+15 2.44276146e+15\n", - " 2.01581514e+15 4.17110047e+15 -1.49342066e+14 4.05252915e+15\n", - " -3.98176828e+15 2.41164168e+15 -1.75065315e+15 1.16596601e+15\n", - " 6.34532099e+13 -1.93701947e+15 3.99323819e+15 -2.38509612e+15\n", - " -4.57655274e+14 -1.64511841e+15 -1.24972846e+15 6.51299798e+14\n", - " 1.60904442e+15 4.38263174e+15 1.19863660e+15 -2.93715614e+15\n", - " -3.47300983e+14 2.49410066e+15 2.32424446e+15 -6.23438206e+14\n", - " 3.13448956e+14 1.12297986e+15 -2.54426670e+15 9.55469731e+14\n", - " 2.51980984e+15 -2.90723013e+15 -1.32117140e+15 2.73345029e+15\n", - " -2.95289637e+14 -1.63053664e+15 -3.59540737e+14 -1.11121821e+15\n", - " -3.27686953e+15 -1.77905690e+15 -1.45477675e+14 -1.17614369e+15\n", - " 2.25897726e+15 4.34247188e+14 -3.22671777e+14 -8.49433628e+14\n", - " -3.67859539e+15 -4.70709405e+15 -2.94280704e+14 -1.54994630e+15\n", - " -2.03151199e+13 1.32156731e+15 5.05577177e+13 4.21433539e+13\n", - " -9.26865430e+14 1.61359658e+15 6.89366207e+14 1.21006802e+15\n", - " -6.29126909e+14 -1.71702450e+12 -2.08551326e+15 3.62040680e+15\n", - " 1.98441310e+15 2.40495944e+15 1.71222257e+15 -6.74271605e+14\n", - " -2.91720485e+14 5.30368355e+14 1.55199110e+15 -9.95715671e+14\n", - " -6.86429275e+14 -3.97338504e+14 5.31113950e+14 4.06108102e+15\n", - " -2.70709706e+15 3.43774586e+15 -2.59566194e+15 -5.33288375e+14\n", - " -4.69241416e+14 -7.56760790e+14 -1.67462340e+14 7.45000597e+14\n", - " -1.44033965e+15 -5.45614422e+14 1.16212438e+15 2.31108101e+15\n", - " 2.32801228e+15 1.43011498e+15 7.14814814e+14 -1.78173628e+15\n", - " 8.99903556e+14 -7.34525013e+14 3.77375163e+14 -3.00424547e+15\n", - " -2.70546511e+15 -9.03896748e+14 4.01239361e+14 1.81809383e+15\n", - " 2.57803230e+15 3.83409851e+14 -1.03084019e+14 -5.57051107e+14\n", - " -4.22033505e+14 3.19715572e+15 -1.36845480e+15 1.03500730e+15\n", - " -9.79584913e+14 5.54917646e+15 -1.10688109e+14 4.78035252e+14\n", - " 1.44376730e+15 -3.14098074e+15 -1.15161736e+15 -8.21358450e+14\n", - " -1.12463282e+15 2.97286717e+15 -1.70903375e+15 -2.64024263e+15\n", - " 4.70479080e+14 1.32773830e+15 3.93449625e+15 -8.26174318e+14\n", - " 1.50458885e+15 7.40029410e+12 -1.14605239e+15 -3.14356896e+15\n", - " -1.93500856e+15 -2.98393415e+15 -5.92045094e+14 1.01624543e+15\n", - " -1.18447088e+15 2.77852307e+15 -3.96466496e+14 1.92763364e+15\n", - " 9.44844405e+14 -2.32543348e+14 -7.38707497e+13 2.03587232e+15\n", - " 4.30601368e+14 9.80884339e+14 -1.96661640e+14 1.44713233e+15\n", - " -4.39573581e+14 2.72642166e+15 1.21521040e+15 -4.74290512e+14\n", - " -1.01734720e+15 1.02047323e+15 -1.35631210e+15 3.67443175e+15\n", - " -9.07291877e+14 1.07148112e+15 -8.07306865e+13 2.28652193e+15\n", - " 1.79760168e+15 2.79876364e+13 -1.10551003e+15 -2.31877916e+15\n", - " -8.86119827e+14 2.18625367e+15 -1.54322498e+15 2.28321887e+15\n", - " 5.21119326e+14 2.75841315e+14 -3.04946875e+15 7.94724910e+14\n", - " -9.69045902e+14 1.46892938e+15 8.87060070e+14 -4.10750608e+14\n", - " -3.35856018e+14 -6.14049900e+14 -1.33344703e+15 -2.57544779e+15\n", - " -2.01489507e+14 1.12218897e+15 4.22072723e+15 -4.29951142e+13\n", - " 4.29011451e+14 2.37688530e+15 2.74673033e+15 1.82393798e+15\n", - " -1.39351046e+15 2.96665294e+14 1.00389687e+15 2.18270665e+14\n", - " -8.27476990e+14 -1.06031887e+15 -7.85043153e+14 3.10623830e+15\n", - " 5.56655537e+14 2.91206532e+14 2.89993201e+14 2.42511907e+15\n", - " 1.86344633e+15 1.27149808e+15 -3.40253136e+15 -1.77951365e+15\n", - " 1.33434448e+15 -9.81003076e+14 -9.38986862e+14 -1.50142962e+15\n", - " 3.58742055e+14 1.21637989e+15 1.45486891e+15 -2.10404127e+15\n", - " 6.92134554e+14 -2.52384000e+15 1.89946426e+15 2.09148655e+14\n", - " 4.45070028e+14 -8.99774505e+14 4.05204483e+14 7.49958957e+14\n", - " -6.37296731e+14 -3.71759188e+14 3.73971940e+14 2.65285061e+15\n", - " -4.48632601e+14 -1.43627264e+15 -1.10274654e+14 9.05560126e+14\n", - " -5.76598668e+14 -8.08394723e+14 -2.54045061e+15 -2.23331816e+15\n", - " -1.85976112e+15 -2.43381305e+14 -1.05619757e+15 -3.21741843e+14\n", - " 8.40549542e+14 -1.29386026e+15 1.28587298e+15 7.67155607e+14\n", - " 1.27469382e+15 1.45039772e+14 -2.79504977e+15 6.67136395e+14\n", - " 2.92795909e+14 -5.39910826e+13 2.08634660e+15 -1.31253686e+15\n", - " -7.35376561e+14 -9.30274823e+14 -6.05604690e+14 -1.98844461e+15\n", - " -2.71054654e+15 5.45485929e+14 -6.70517749e+14 1.76065868e+15\n", - " 1.87884743e+14 1.57936925e+15 3.90240462e+15 2.46709024e+15\n", - " 2.79798928e+15 1.69612311e+15 -8.57373795e+13 1.23614812e+15\n", - " 6.09812679e+13 4.41954360e+14 -2.32184955e+15 1.89392441e+15\n", - " -1.88775882e+15 1.14474536e+15 1.37477277e+15 -6.74519049e+14\n", - " 5.80612636e+14 1.74932217e+15 3.16139667e+15 5.71677461e+14\n", - " 1.77497903e+15 -9.33686338e+13 7.24085218e+14 6.81854293e+14\n", - " -1.03214096e+15 -2.31259956e+15 -6.61511640e+14 -3.30278540e+15\n", - " 9.79968111e+14 2.05804153e+15 -1.76122059e+15 8.91459459e+14\n", - " 2.15981584e+15 1.01159474e+15 2.36739665e+15 -1.39270101e+15\n", - " 1.85514443e+14 -1.44333582e+15 -2.49214240e+15 4.74903829e+14\n", - " -9.71062212e+14 -5.05995536e+14 7.83899438e+14 -3.37078810e+15\n", - " -1.48931984e+15 2.01081475e+15 1.99927714e+15 1.96009081e+13\n", - " -1.12602920e+15 -9.75119275e+14 -2.02836518e+15 -1.62068081e+15\n", - " -9.57795984e+14 1.15055158e+15 -2.23353358e+15 1.13680860e+15\n", - " 5.24943013e+14 -6.46245874e+14 1.50615419e+14 -7.85032394e+14\n", - " 2.30473616e+15 1.87987934e+15 3.48052733e+15 1.69887151e+15\n", - " 2.72060471e+15 2.48563692e+15 -4.53343833e+14 2.31148530e+15\n", - " -1.21514208e+15 -8.78467959e+14 1.67578109e+14 4.67535500e+13\n", - " 1.48279950e+15 1.35667074e+15 -1.17547499e+15 1.02179506e+15\n", - " -1.59116029e+15 3.55581800e+15 -6.65395967e+14 -4.78021868e+14\n", - " -1.65259941e+15 1.09492291e+15 -1.45563896e+15 -5.79641147e+14\n", - " -1.82220692e+15 1.73260624e+14 1.28174390e+15 1.19566540e+15\n", - " 4.61669910e+14 1.29795812e+14 -1.00333546e+15 -2.62538845e+14\n", - " 6.22927511e+14 -3.25378304e+14 3.53709136e+14 -2.70845245e+15\n", - " 9.03035536e+14 4.63906558e+14 7.77825032e+14 -1.12731301e+15\n", - " 7.25538264e+14 1.64836243e+14 8.53926831e+14 -1.13072371e+14\n", - " -2.14736781e+15 -8.07478481e+14 2.18371128e+15 -1.62588901e+15\n", - " 1.76047210e+15 4.41695382e+14 -5.57792494e+13 -3.43544880e+15\n", - " -1.70490110e+15 -6.57063413e+15 -4.07326258e+13 1.05278784e+15\n", - " 1.81083899e+15 -1.43367629e+15 5.34664780e+14 1.64063453e+12\n", - " 1.77879799e+15 -4.36304704e+14 -8.78100875e+14 2.00007404e+14\n", - " -1.43859049e+15 5.89494224e+14 -1.14840368e+15 -1.38707596e+15\n", - " -5.98558551e+14 2.56913451e+15 -2.39985763e+14 -2.31969917e+15\n", - " -1.56375489e+15 6.58355928e+14 -2.74113535e+15 -1.25800765e+15\n", - " 2.03326925e+15 -2.87051112e+14 -1.78145056e+14 8.48208051e+14\n", - " -8.02034360e+14 -6.47397948e+14 -1.55872171e+15 4.12198953e+14\n", - " -1.27963301e+15 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8.76009801e+14 6.97435756e+14 1.19596148e+14 -7.99409649e+13\n", - " 8.72492779e+14 -3.99812907e+14 -6.49633746e+14 -1.75572778e+15\n", - " -7.11182503e+12 9.13436574e+14 2.69028740e+15 2.96626295e+14\n", - " -1.94855224e+14 -4.43128385e+14 2.50029561e+15 1.90141156e+14\n", - " -1.88034391e+14 1.23527305e+15 1.62318159e+15 -7.70245389e+14\n", - " -3.36669715e+14 -1.55408581e+15 -9.20215752e+14 1.59996865e+14\n", - " -5.10247428e+14 8.48227990e+14 -1.67837567e+15 -9.51171628e+14\n", - " 2.47541443e+14 3.21293136e+13 -1.41948478e+14 1.38818422e+15\n", - " -1.68628918e+15 1.21140968e+15 -1.85540299e+14 -1.44556079e+14\n", - " -1.70144562e+15 9.09759488e+14 1.16973115e+15 -1.82255690e+14\n", - " -4.87382873e+14 9.62770092e+14 -2.85112525e+13 1.05568070e+15\n", - " 8.45300853e+14 1.81125914e+15 9.89216000e+14 7.65070075e+14\n", - " 2.50062738e+15 7.54628572e+12 -2.14028614e+15 -2.08155041e+15\n", - " -5.22858476e+14 4.52695424e+13 -7.99909566e+14 -1.06904586e+15\n", - " -1.67129762e+15 9.89897870e+14 -1.21223246e+15 5.80496712e+14\n", - " -1.36727093e+15 2.09829028e+14 -8.86560453e+14 3.87127920e+14\n", - " 1.65193464e+15 1.36958070e+15 -7.84483416e+14 2.06591699e+14\n", - " 1.94160457e+14 -1.88364065e+15 -1.06278785e+15 -1.15665774e+13\n", - " 2.73910099e+15 -6.81174815e+14 -6.93189962e+14 -4.44835747e+14\n", - " -5.36626621e+14 1.82130226e+15 2.51492793e+14 1.51437748e+15\n", - " 4.82043593e+14 9.14186679e+14 1.29600187e+15 6.86161090e+14\n", - " -2.32386518e+15 -1.98670292e+14 6.94126102e+14 4.87153704e+14\n", - " 1.31555113e+15 2.58059295e+15 -2.65311917e+14 3.11660374e+14\n", - " 4.46012936e+14 -3.99922608e+14 4.20339158e+14 4.11977482e+12\n", - " 5.09009664e+14 5.91344749e+14 -5.80173775e+15 1.13407604e+15\n", - " 1.25019431e+15 -4.51020814e+14 -1.17520023e+14 -7.25919049e+14\n", - " 9.65869873e+14 -9.33708560e+13 -1.14283839e+15 -8.80869085e+14\n", - " -8.99712488e+14 -6.94447694e+14 -2.20681132e+14 1.70842215e+14\n", - " -7.21541116e+14 2.00471114e+14 1.81087276e+15 -2.20215138e+15\n", - " 1.59761959e+14 -1.39787219e+15 -5.98719239e+14 1.04708440e+15\n", - " 1.47712665e+15 -5.45060302e+14 -2.81804946e+15 -1.32872234e+15\n", - " -2.71963375e+14 -6.98163438e+13 -1.06802778e+15 -3.75341526e+14\n", - " -1.05608675e+15 -4.80222781e+14 -4.13210237e+14 -6.90626571e+14\n", - " -2.04345680e+15 2.31679373e+15 6.04810264e+14 6.30144947e+14\n", - " 2.40928147e+14 -4.89887661e+13 7.94579594e+14 4.99101679e+14\n", - " 2.62776694e+15 -1.82260975e+15 2.58843913e+14 -1.03806316e+15\n", - " 4.88557365e+14 -2.43119577e+15 3.17173235e+14 -7.99758217e+14\n", - " 1.24043629e+15 -6.62121079e+14 5.50338407e+14 7.67143432e+14\n", - " 3.39012454e+14 -2.54530757e+14 1.84140720e+15 7.76476251e+14\n", - " 1.01292496e+15 -1.78829059e+15 -5.11503543e+14 1.13936005e+14\n", - " 1.71491894e+15 -9.38589811e+14 -9.19234307e+14 1.04728969e+14\n", - " -1.09532771e+15 -2.31689598e+15 1.59729388e+15 1.60352778e+15\n", - " 1.36589047e+15 -6.88785087e+14 1.52160306e+15 4.91078728e+14\n", - " 2.30865592e+15 -2.82569294e+14 2.73518040e+14 1.66408908e+15\n", - " -1.54105154e+13 -1.89562510e+14 4.61945831e+14 -5.31069716e+14\n", - " 2.11864661e+14 -7.35464642e+14 2.26316063e+14 -9.26622096e+14\n", - " -1.16026906e+15 1.58815742e+15 -3.42756350e+15 9.58522038e+14\n", - " 1.61429109e+15 -5.69008922e+14 -8.74616356e+14 5.03714148e+14\n", - " -1.04992034e+13 1.42105099e+15 -1.65371427e+14 4.39449950e+14\n", - " -1.53405042e+14 -1.08907274e+15 8.19674149e+14 -7.03396692e+14\n", - " 6.09389372e+14 -5.26642104e+14 6.22354240e+14 1.60677263e+15\n", - " -2.51941315e+15 7.59919050e+14 -6.75092307e+14 1.30003475e+15\n", - " -5.07715154e+14 1.76544986e+15 -2.32747888e+15 -4.40375822e+13\n", - " 4.26428039e+14 -5.94087387e+13 -1.84554305e+15 3.43491599e+14\n", - " 1.13000424e+15 8.24295514e+14 1.49031849e+15 1.84194720e+15\n", - " 1.12483176e+15 1.41699558e+15 7.26808819e+14 2.50399391e+15\n", - " 6.99054237e+14 2.00031932e+14 1.66539239e+15 4.45104745e+14\n", - " 9.19860455e+14 -1.35612852e+15 7.61061310e+14 1.18923123e+15\n", - " 1.00714240e+15 -1.68024028e+15 -1.31355005e+14 -3.46335838e+14\n", - " 8.13200706e+14 1.30625215e+15 -2.56655251e+15 -7.04709610e+14\n", - " 2.83142602e+14 3.83588640e+12 1.81304284e+15 -6.66930725e+14\n", - " 9.34135120e+13 8.83297948e+14 2.64133238e+14 -9.34901806e+14\n", - " -7.82962306e+14 8.08916778e+14 -1.96537629e+15 -6.43056303e+14\n", - " -1.04915424e+15 7.52068689e+13 -3.58603637e+14 -1.68975209e+15\n", - " 9.96994035e+14 2.04667251e+14 -5.28735640e+14 6.41760067e+14\n", - " -1.46534885e+15 -1.17378566e+15 1.35137093e+15 -9.13204068e+14\n", - " -2.68757048e+13 -4.34805032e+14 4.54047552e+14 5.99925073e+14\n", - " 1.99907373e+14 -1.52169841e+15 1.00018201e+15 9.10996337e+14\n", - " 1.31172947e+15 3.67905469e+15 -1.57892117e+15 3.91809183e+14\n", - " 3.97757098e+14 -9.55936484e+14 -4.84002630e+14 -1.24465410e+15\n", - " 5.35066619e+14 1.72923785e+15 -8.89981536e+14 3.68557726e+14\n", - " -9.81703667e+13 -1.05819919e+15 4.94665278e+14 -4.71623833e+14\n", - " 1.55308885e+14 1.16148593e+15 -1.53520816e+15 -4.76271536e+14\n", - " 9.46864337e+13 1.08314051e+15 -6.08425361e+14 -5.92703427e+14\n", - " 1.48237288e+13 -4.91184908e+14 -9.04264635e+14 7.31952868e+13\n", - " -7.17798529e+14 1.11983391e+15 7.63826416e+14 2.99041674e+14\n", - " 1.09266281e+15 1.27316872e+15 4.33834837e+14 -9.10839498e+14\n", - " -5.76676623e+14 -5.94671979e+13 -1.73327017e+14 -5.58768080e+14\n", - " 1.03655890e+15 3.73904788e+14 1.64486357e+14 5.23721437e+14\n", - " 7.65951194e+14 4.90391216e+14 3.41709447e+14 -8.29877974e+14\n", - " -3.67005239e+14 -3.29413005e+14]\n", "Found 2126 total galaxies in catalog for cluster 33569\n", - "[-2.84261504e+15 1.60573858e+14 3.95545615e+15 ... -2.42692387e+14\n", - " -7.64237988e+14 -1.55854189e+13]\n", "Found 1969 total galaxies in catalog for cluster 39996\n", - "[-1.96607851e+14 -4.49030264e+14 1.45237847e+15 ... 2.26368561e+14\n", - " -5.21978404e+14 -7.30040820e+14]\n", "Found 3464 total galaxies in catalog for cluster 37007\n", - "[ 2.71421785e+15 -1.43301458e+15 1.15003338e+15 ... -5.79480946e+14\n", - " 3.40710498e+14 4.74355030e+14]\n", "Found 4503 total galaxies in catalog for cluster 25937\n", - "[ 9.25147277e+14 -2.69775671e+15 -1.34482615e+15 ... 7.80236091e+14\n", - " 6.74363482e+13 -2.99705283e+14]\n", "Found 1258 total galaxies in catalog for cluster 24386\n", - "[ 1.95778387e+15 1.61987255e+15 5.60387397e+14 ... 3.54061937e+14\n", - " -1.59645279e+14 -1.04719978e+14]\n", "Found 4662 total galaxies in catalog for cluster 44685\n", - "[ 1.28177060e+15 -3.59470002e+14 2.58305350e+15 ... -6.69270800e+14\n", - " 3.98270037e+14 4.57600305e+14]\n", "Found 2258 total galaxies in catalog for cluster 48725\n", - "[ 7.23120955e+14 1.64556902e+15 2.61582601e+15 ... 1.36560454e+15\n", - " 1.08082426e+15 -6.42765631e+14]\n", "Found 1761 total galaxies in catalog for cluster 27260\n", - "[ 6.21959487e+14 -1.30428875e+15 1.61828069e+15 ... -8.52518552e+14\n", - " -1.10207881e+15 -4.45055628e+14]\n", "Found 1011 total galaxies in catalog for cluster 35316\n", - "[ 3.01106793e+14 4.25032009e+15 -1.27573569e+15 ... 2.84972609e+15\n", - " -7.78603282e+14 3.44976559e+14]\n", "Found 872 total galaxies in catalog for cluster 59428\n", - "[ 1.02594081e+15 -9.90036417e+14 -2.32862261e+15 -3.22695346e+15\n", - " 1.19827245e+15 -3.16520558e+14 1.43518292e+15 -1.69115617e+15\n", - " -5.61455311e+15 -4.44474700e+14 8.10253496e+14 4.70868435e+14\n", - " -7.95107655e+15 -3.38539757e+15 -2.50960756e+14 6.91010131e+14\n", - " -2.15743200e+15 1.69773835e+15 -3.78139857e+14 1.41326490e+15\n", - " -1.78096924e+15 3.20911883e+15 -3.22654863e+15 3.32620298e+15\n", - " 4.07664052e+15 -1.20065782e+14 -3.05387814e+15 1.51852667e+15\n", - " -1.87719772e+15 -2.62331868e+15 -3.11513808e+14 -3.95097642e+14\n", - " -6.63047355e+15 7.62684077e+15 -2.58217751e+15 -3.88609343e+15\n", - " 5.36307857e+14 2.26076302e+15 1.21742627e+15 1.29530969e+15\n", - " 1.93310164e+15 2.35866327e+15 -2.57205490e+15 4.64205298e+14\n", - " -3.49805417e+14 9.76820625e+14 -3.38751944e+15 5.21536038e+14\n", - " -2.58549377e+15 -4.02563069e+15 -1.91991835e+15 -1.02182866e+15\n", - " -2.99521896e+15 -3.68780852e+14 6.00385620e+14 5.38749303e+15\n", - " -3.14683846e+15 -2.01946477e+15 1.03909940e+15 -5.80255368e+15\n", - " 5.46307155e+15 -2.07428061e+15 -2.48586686e+15 2.14231080e+14\n", - " 5.69889948e+14 2.61201309e+15 5.54339803e+14 5.24095313e+15\n", - " 5.83071100e+15 2.72662116e+15 2.71916843e+15 3.61730068e+15\n", - " -1.45097297e+15 8.79487762e+14 -3.49853858e+14 -5.70572721e+14\n", - " 1.45513114e+15 -4.12640553e+13 -2.87998183e+15 3.47426350e+14\n", - " -1.82278636e+15 -9.68281647e+13 -1.07037189e+15 1.22118059e+15\n", - " 1.23828522e+15 -3.91885146e+15 -1.21424569e+14 -3.14673034e+14\n", - " -2.10617145e+15 -3.00579848e+15 -6.64354954e+14 -4.17893112e+14\n", - " 1.04789652e+15 -3.46522413e+15 -2.01177478e+15 -1.46316937e+15\n", - " -6.16825711e+14 2.63034190e+15 2.36645862e+14 1.28422638e+15\n", - " -2.02455417e+14 1.15797202e+15 3.28766880e+15 -2.25879421e+15\n", - " -3.47940286e+14 1.11813951e+15 4.88355436e+14 1.77837559e+15\n", - " -2.55567953e+15 2.84872245e+15 3.64085568e+14 5.45090722e+14\n", - " -1.95354593e+13 7.86184869e+14 9.88693304e+14 -3.07101017e+15\n", - " -1.41358994e+15 -4.26997480e+15 -8.46322983e+14 6.11218084e+14\n", - " 2.69171427e+15 -4.50070669e+13 -4.29317913e+14 -4.26326441e+14\n", - " -9.54896326e+13 -1.79500989e+15 -4.25737920e+14 -1.33527259e+15\n", - " 8.80462800e+14 -2.73243469e+14 5.88439568e+14 -1.16303864e+15\n", - " -1.20575987e+15 -3.45990801e+15 -1.93193682e+15 1.07962810e+15\n", - " -1.51075858e+15 1.35560613e+15 4.27280524e+15 -5.81721581e+14\n", - " 8.09648853e+14 3.46054243e+15 3.24425194e+14 -1.07660836e+15\n", - " 2.06783400e+14 2.92755041e+14 2.17401835e+15 2.71311943e+13\n", - " -2.70111866e+15 -2.23559113e+15 5.28498268e+14 -1.55599171e+15\n", - " 1.80528153e+14 1.38058935e+15 3.92914017e+15 1.05515911e+15\n", - " -2.17061498e+15 2.02697331e+15 -5.72193609e+14 -3.92090589e+15\n", - " 8.26436627e+14 7.93779004e+14 1.92601734e+15 2.37174074e+15\n", - " 1.97919452e+14 -5.78039699e+14 1.41820372e+15 -3.34497170e+14\n", - " -3.15143330e+15 5.41855616e+13 -6.26847974e+13 -4.15377329e+14\n", - " 1.09530781e+15 -3.12711223e+15 -1.01580772e+15 1.78985795e+15\n", - " 3.25574395e+14 -1.68690130e+15 -3.44034821e+15 1.33485523e+15\n", - " 2.23788758e+15 6.77197164e+15 -9.66681591e+14 -1.72506076e+15\n", - " -1.94546344e+15 -9.59503761e+14 5.17374475e+14 -3.69491778e+15\n", - " -1.76951722e+14 1.97017640e+15 -3.10671195e+15 1.67110026e+15\n", - " -5.50800055e+15 6.52196584e+14 -1.31185952e+15 3.23812547e+14\n", - " -2.11282841e+14 -4.44809543e+14 -6.46676606e+14 -4.15184998e+14\n", - " 6.56737416e+14 6.38576094e+14 1.64428486e+15 -6.69329032e+14\n", - " -2.28307618e+14 -9.23638324e+13 -2.70804714e+14 1.34923359e+14\n", - " -1.87177880e+14 3.08813176e+14 -5.38355666e+15 -5.36310884e+13\n", - " 2.46607743e+15 6.65620229e+14 -4.33046645e+14 -2.16552385e+15\n", - " -3.13490730e+15 -2.98750688e+14 -1.01109004e+15 -3.33051873e+15\n", - " 5.68808595e+14 1.23824969e+15 1.29277882e+15 9.23569548e+14\n", - " 3.01217399e+14 -8.74852939e+13 -1.92909935e+15 -2.85147787e+15\n", - " -2.83998311e+15 9.23969312e+13 -3.21239415e+14 1.61789537e+15\n", - " -1.22865724e+15 -1.73579485e+15 2.26041745e+14 1.02223015e+15\n", - " 3.77469438e+14 -1.84034673e+15 -1.69827278e+15 -3.08628015e+15\n", - " 2.41429903e+15 2.00684996e+14 1.38096431e+15 -1.53184150e+14\n", - " -4.65757810e+14 1.68938046e+15 -5.26468568e+14 -1.60983416e+15\n", - " 2.07070829e+15 7.38005524e+14 -2.00396696e+14 2.86821948e+14\n", - " 1.49577306e+15 -7.01757037e+14 1.25391857e+15 -8.63429902e+14\n", - " 1.75595052e+15 -9.22486254e+14 2.04584311e+15 2.13566770e+15\n", - " -4.81240361e+14 -6.68528693e+14 1.63319597e+15 -1.25103349e+15\n", - " -1.53365788e+15 -1.90251033e+15 -1.48526292e+15 -1.22281531e+15\n", - " -8.75680215e+14 -4.22006736e+14 2.37698310e+15 4.23263778e+15\n", - " -1.52698500e+15 -2.77683062e+14 7.69677833e+14 -8.15028048e+14\n", - " 1.35840064e+15 -1.25377623e+15 3.54494710e+14 -3.70092458e+13\n", - " -3.25053834e+15 1.31229141e+15 2.20870653e+15 -8.79161753e+14\n", - " -1.13468211e+15 -2.78254809e+15 -3.43558355e+14 1.05856047e+15\n", - " 1.72925818e+14 7.66499232e+14 -1.03900367e+15 1.89824228e+15\n", - " -1.33952504e+15 -6.93905753e+14 -3.85378707e+14 -1.19812494e+15\n", - " 2.15664203e+15 3.53605863e+14 -1.54138071e+15 1.42646488e+15\n", - " 1.93985710e+15 -3.54597295e+15 5.71257336e+14 -7.75958430e+14\n", - " 1.61805229e+15 8.96231286e+14 -4.29957591e+14 -1.28127375e+15\n", - " -1.01758115e+15 -5.08400797e+12 5.37729161e+13 1.24157749e+15\n", - " -1.68055764e+15 -1.70907520e+15 -1.26187086e+15 4.92493085e+15\n", - " -2.86105716e+14 -4.85354143e+14 -5.67792604e+14 8.99008161e+14\n", - " -3.78227008e+14 -7.63696195e+14 -1.03734144e+15 -4.15295312e+14\n", - " -2.96782062e+15 2.39974368e+15 -5.11992531e+14 1.18220428e+15\n", - " -4.37598511e+14 1.65542788e+15 2.26499021e+15 2.65941711e+14\n", - " -8.72193377e+14 -1.37882830e+14 -4.27312282e+13 3.67964275e+14\n", - " 1.09676274e+15 1.89124456e+15 -3.67216460e+14 -5.54887961e+14\n", - " 3.59354500e+14 -2.62695000e+14 -8.21084637e+14 -2.22625081e+14\n", - " -3.02109262e+15 -2.03741621e+15 -1.95633307e+15 2.97059544e+15\n", - " -6.59411301e+14 -1.11587746e+15 -1.43465521e+15 -9.36041178e+14\n", - " -9.14391271e+14 -1.73071196e+15 -1.72377693e+15 6.70420697e+14\n", - " -3.71738605e+14 -2.11769622e+15 4.02715616e+14 -6.04168329e+12\n", - " 1.53763170e+14 -3.47163980e+14 -3.19389766e+14 1.71590789e+15\n", - " -1.32411241e+15 -8.25060656e+14 -2.12710307e+14 1.42754968e+15\n", - " -1.40002099e+15 2.20560961e+15 2.61430464e+15 -3.19787190e+14\n", - " 2.71471254e+14 6.68560626e+14 1.06510895e+15 7.25834057e+14\n", - " 3.19095787e+15 7.22192907e+13 9.01824838e+14 -2.36228169e+15\n", - " -1.59715962e+15 5.89140418e+14 -1.12374745e+15 3.99694292e+14\n", - " 1.17566919e+15 -5.88624206e+14 1.98150072e+15 -7.82103513e+14\n", - " 6.53052251e+14 -1.25600803e+15 -1.12884202e+15 -1.94838285e+15\n", - " 2.29746791e+14 -2.81040517e+15 -4.49014063e+14 -2.19836576e+15\n", - " 8.51482899e+14 8.30391547e+14 1.97442171e+15 1.73337602e+15\n", - " -1.28403635e+15 2.69432479e+15 2.74528742e+14 -1.12177177e+14\n", - " 1.37045827e+14 7.40683829e+14 -7.18929600e+14 2.12323896e+14\n", - " -1.33842857e+13 2.10183158e+15 -5.58518246e+14 3.56610966e+14\n", - " -1.03061530e+15 2.99684576e+15 -2.00695924e+15 -1.24774250e+15\n", - " -1.01488945e+15 -3.58559758e+14 -1.30163720e+15 1.48895067e+15\n", - " -8.67339865e+14 -2.02351308e+14 2.36885419e+15 -2.66760585e+15\n", - " 1.29671059e+15 -1.71924434e+15 -1.48382110e+15 1.97625256e+14\n", - " 8.57507378e+14 2.28760798e+14 1.05798912e+15 1.20270206e+15\n", - " 2.36984330e+15 -7.32802954e+14 1.47056239e+15 9.36210736e+14\n", - " -3.92018611e+14 -9.93717753e+14 6.26392880e+13 1.76104998e+15\n", - " 2.78388957e+15 -2.30871876e+14 -5.97647148e+14 4.23887219e+14\n", - " 3.04255070e+14 -3.24287241e+15 -2.00711865e+15 1.62194781e+14\n", - " -6.45885048e+14 -4.32035103e+13 9.55025752e+13 2.49843964e+15\n", - " 8.11611987e+14 5.41150669e+14 -8.45677629e+14 2.61403053e+15\n", - " 5.25611294e+14 7.16158896e+14 -5.06196120e+14 -3.30622053e+14\n", - " 2.35165148e+15 -5.04592946e+15 -1.48287115e+15 -9.92127168e+14\n", - " -4.04188358e+14 -2.90723390e+14 6.67898571e+14 -4.52586354e+15\n", - " -2.11286743e+15 -8.72499596e+14 -9.22581918e+14 8.92073200e+14\n", - " 4.55344731e+14 1.61299946e+15 1.93766061e+15 -1.68411047e+15\n", - " 1.54111444e+14 2.98042324e+15 2.31946924e+14 -4.30996588e+14\n", - " -6.66475233e+14 5.12780796e+14 -9.43306661e+14 -2.55001228e+15\n", - " -4.43469960e+14 5.76131119e+13 -6.28984136e+14 1.94471193e+14\n", - " -5.58552916e+14 -4.32723732e+15 1.67450366e+15 -4.68597971e+14\n", - " -1.35735709e+15 1.08040767e+15 6.17678685e+14 6.66165178e+14\n", - " -1.41196703e+15 5.24275806e+14 9.63056141e+14 4.23366849e+14\n", - " 8.31108235e+14 -1.16492450e+15 7.43656964e+14 -2.15825325e+15\n", - " -1.79596056e+14 2.85049048e+14 1.67386469e+15 1.44373478e+15\n", - " 8.66648765e+14 -2.13780292e+15 1.07821388e+15 3.24648459e+14\n", - " -9.66404408e+13 -1.39637275e+15 5.33357111e+14 6.14316904e+14\n", - " 1.05076688e+15 -6.88527427e+13 2.13791952e+15 4.66283028e+14\n", - " 1.23802919e+14 2.22825343e+14 2.95551722e+14 9.65441343e+13\n", - " 7.98662589e+13 1.38308503e+14 -3.93746846e+15 -6.32243598e+14\n", - " 7.23403249e+14 -4.83267483e+15 -5.46362456e+13 7.50265159e+14\n", - " -2.68418433e+15 -1.44692092e+15 -5.49160856e+14 3.89361738e+15\n", - " 1.94141895e+15 -1.79840864e+15 -9.20466606e+14 -9.15938548e+13\n", - " -8.21671859e+14 1.19283983e+15 1.59686383e+15 -2.73511340e+14\n", - " 2.26825393e+14 1.72302780e+15 4.33136495e+14 2.53048573e+15\n", - " 4.19936875e+14 7.58242048e+14 -2.15271227e+15 3.15610838e+14\n", - " 1.94366608e+15 -1.99756834e+15 4.88956886e+14 1.55723071e+15\n", - " 2.18061301e+14 -2.19906433e+14 1.02497483e+15 -6.70224864e+14\n", - " 1.57473109e+15 -3.42120835e+15 -1.91050176e+14 -1.11718919e+15\n", - " 6.38297920e+14 1.41820714e+15 -9.92807497e+14 -2.67431455e+14\n", - " 1.40130770e+14 -2.51079980e+14 2.60456835e+14 2.37952766e+15\n", - " 1.57550736e+14 1.51760486e+15 -1.88982705e+15 -1.69227456e+15\n", - " 9.73349134e+14 1.13056226e+15 1.54142960e+15 5.08681861e+13\n", - " 3.58773605e+14 -2.66416695e+14 -7.71172474e+14 8.53408540e+13\n", - " 1.99387556e+13 -1.38719665e+15 -1.78812363e+15 -9.19950600e+14\n", - " -1.97579399e+15 -1.28236279e+15 -2.34410507e+15 1.39541235e+14\n", - " 9.43678091e+14 -1.48735532e+15 2.80831657e+14 2.94795373e+14\n", - " 2.36101632e+15 5.90419468e+14 -1.08744728e+15 1.57402501e+15\n", - " -7.98444568e+14 -2.07854548e+15 1.85767205e+15 -1.29785296e+15\n", - " 6.72320302e+14 4.93025120e+14 -1.31957833e+14 6.83719587e+13\n", - " 6.55584933e+14 -1.31557346e+15 2.05096853e+15 -7.69449034e+14\n", - " -9.21719436e+13 2.34791169e+15 -6.84776987e+14 -7.16526200e+14\n", - " -4.61452401e+15 -4.11454882e+14 -1.71848490e+14 7.68726435e+12\n", - " 1.42645995e+15 3.28751976e+15 6.55386724e+13 1.05673020e+15\n", - " 2.19294707e+14 -3.87350079e+14 1.60379530e+15 -1.76629784e+15\n", - " -1.92652768e+15 2.43269253e+15 -1.27779223e+15 3.55393053e+14\n", - " 2.39760571e+14 1.75904130e+15 1.10781455e+15 5.45269696e+14\n", - " -1.42750361e+14 -1.62788983e+15 2.70735453e+15 2.08886549e+14\n", - " -8.93136353e+14 -9.49527018e+14 5.04846088e+14 3.20616870e+15\n", - " 5.42526843e+14 1.41519012e+15 1.07910821e+15 -2.75352949e+14\n", - " -3.50593381e+14 -1.38209058e+15 -1.44319732e+14 -6.89398405e+14\n", - " -1.72698249e+15 1.24627497e+15 -7.97230956e+14 1.56221463e+15\n", - " 1.51248814e+15 -1.14284883e+15 1.06317147e+14 2.20862236e+14\n", - " 6.44362305e+14 -7.57435427e+14 -7.50342783e+13 9.59955781e+14\n", - " -2.56795398e+14 3.65225561e+14 3.77465260e+14 -1.18338753e+14\n", - " 8.73549429e+13 7.54803439e+14 -6.49078693e+14 1.34210521e+15\n", - " -1.58135796e+15 -7.02016646e+14 1.77134322e+15 -6.01228625e+14\n", - " -1.17643627e+15 4.21597291e+14 9.70247201e+14 1.14878363e+14\n", - " -3.34231536e+14 -1.87498338e+15 -9.01404685e+14 -1.00599572e+15\n", - " 1.42261394e+15 -4.38336807e+14 1.05512035e+15 -5.76248591e+14\n", - " 9.46903246e+14 4.17393018e+14 1.91986157e+15 -8.68366516e+14\n", - " 1.67762227e+15 -3.73957583e+14 -1.43473168e+15 -1.41106748e+14\n", - " -1.14513074e+15 6.26599594e+14 -2.98120199e+14 -1.67624643e+15\n", - " 1.01845088e+15 -5.81842298e+14 -1.48993333e+15 -6.82721520e+14\n", - " 6.07029665e+14 -1.52842758e+15 1.41165124e+14 2.04529385e+15\n", - " -1.40538123e+14 1.03539913e+15 -3.74401715e+14 -5.42733185e+14\n", - " -3.27781390e+14 1.75723185e+15 1.74615749e+15 -2.29011725e+15\n", - " 8.58727960e+14 -2.23984309e+14 -2.69014972e+14 -1.28339793e+15\n", - " -1.06870693e+15 2.86196716e+15 -1.05382591e+15 -5.44931380e+14\n", - " 1.17955891e+14 -5.70951160e+14 -1.24516330e+14 2.83390148e+15\n", - " 3.61494055e+14 2.35476554e+15 2.39991551e+14 -1.61399729e+15\n", - " -1.60538825e+15 -1.70004183e+15 2.39946915e+14 8.09538269e+14\n", - " 1.03964457e+15 -3.29990992e+15 3.10003150e+14 2.99124149e+14\n", - " 5.05157979e+14 7.16051201e+14 -1.43232796e+15 1.77766590e+14\n", - " 4.49402995e+14 -1.31992087e+15 6.90258299e+14 -9.18236673e+14\n", - " 9.13141415e+14 -2.57850106e+15 9.34334950e+14 1.17864321e+15\n", - " -4.46895439e+14 -1.54447720e+15 8.89809718e+14 1.51471714e+15\n", - " 3.51475668e+15 -1.41107172e+15 -6.30527486e+14 8.95046520e+14\n", - " 9.42270772e+14 -7.21492037e+14 -4.77333736e+13 -7.91809665e+14\n", - " 9.88405164e+14 -1.05934768e+15 1.21472151e+15 -1.08687085e+15\n", - " -2.72646689e+14 -2.35862486e+14 -1.72868178e+15 7.07012269e+14\n", - " -2.42835051e+15 1.51686204e+15 6.25738194e+14 -1.00891405e+15\n", - " 3.68937341e+14 1.87332952e+15 -3.25486178e+14 -1.37314019e+15\n", - " 7.18986460e+14 -7.50068306e+14 1.49359553e+15 -8.49179573e+13\n", - " 4.34300510e+14 2.86319038e+14 1.65703627e+15 -7.65065608e+13\n", - " 3.54773484e+14 -2.84543254e+14 -3.37479719e+14 1.59183814e+15\n", - " 7.88309546e+14 6.31320819e+14 1.55939364e+15 3.22197998e+14\n", - " 3.55112970e+14 1.67944734e+15 -2.53639776e+15 2.18124280e+15\n", - " 1.08168602e+15 4.30768842e+13 -6.45790543e+14 9.92072985e+14\n", - " -1.02511384e+15 8.73128590e+14 3.33882128e+14 -7.67578208e+14\n", - " 5.47375748e+14 1.02364106e+15 2.63161365e+15 -5.61190657e+14\n", - " -2.28064341e+14 6.49124984e+14 -4.42284923e+14 3.91309087e+14\n", - " 6.98036494e+14 -9.69678248e+14 5.43592391e+14 9.10066701e+14\n", - " 7.11327738e+13 6.21908320e+14 2.38459877e+14 1.10187237e+15\n", - " 1.40740779e+13 -2.52787503e+14 -3.83874707e+14 1.67141447e+15\n", - " 4.26088302e+14 3.49667683e+14 4.24039068e+14 -7.95320732e+14\n", - " 1.11058858e+15 -5.36165761e+14 1.24731626e+14 -2.98583580e+14\n", - " -3.82168139e+13 6.97414217e+13 -1.60241225e+15 1.23389223e+15\n", - " -2.41402310e+14 1.02964636e+15 -2.91011089e+14 6.97969852e+14\n", - " 3.86516235e+14 -6.93766332e+14 -1.01558820e+15 -9.34917187e+13\n", - " 9.72039332e+14 4.72622020e+14 7.12196792e+14 -6.60686137e+14\n", - " 8.38401704e+13 -1.41898555e+15 -4.43609258e+14 6.87841148e+14\n", - " 2.20115921e+15 5.89358653e+14 -4.94061482e+14 -5.33583811e+15\n", - " -2.18946875e+15 3.28151599e+15 2.14098444e+15 5.50510595e+14\n", - " -3.19870866e+14 4.08631832e+14 8.53198822e+14 1.47266771e+15\n", - " -7.09367538e+14 8.11101174e+14 -7.15912390e+14 -7.70447465e+14]\n", "Found 1944 total galaxies in catalog for cluster 25976\n", - "[ 1.46330369e+15 5.31906593e+14 -2.36226372e+15 ... 2.30798721e+14\n", - " 8.09153116e+14 -8.45750270e+14]\n", "Found 2708 total galaxies in catalog for cluster 31596\n", - "[-1.75198766e+15 6.58028574e+14 -1.82279525e+15 ... 1.41756701e+15\n", - " -7.21696010e+14 -2.28817482e+14]\n", "Found 5886 total galaxies in catalog for cluster 26346\n", - "[ 2.52101828e+14 1.00649324e+15 6.95556809e+14 ... -5.87070202e+14\n", - " 8.98217200e+13 -6.40236000e+14]\n", "Found 2469 total galaxies in catalog for cluster 36608\n", - "[ 4.12733679e+14 1.82342631e+15 3.24769572e+15 ... -3.95295027e+14\n", - " -5.78446398e+14 -4.57069921e+14]\n", "Found 3301 total galaxies in catalog for cluster 26938\n", - "[-1.23476143e+14 1.85387579e+15 1.53596313e+15 ... -8.03528296e+14\n", - " 5.09828712e+13 2.89223175e+14]\n", "Found 1179 total galaxies in catalog for cluster 74483\n", - "[-4.18983372e+14 1.75639781e+15 -3.08770818e+15 ... -1.61973657e+15\n", - " 3.35109685e+14 1.89923858e+14]\n", "Found 2586 total galaxies in catalog for cluster 62882\n", - "[ 2.15561461e+15 -2.49249593e+15 -2.56813815e+15 ... 1.40122868e+15\n", - " -7.01672491e+14 6.49148325e+13]\n", "Found 366 total galaxies in catalog for cluster 25770\n", - "[-4.12401251e+15 -3.43488632e+14 5.39775185e+15 6.50407308e+14\n", - " 1.54851767e+15 1.08419896e+15 -1.81104642e+15 1.09150899e+15\n", - " -3.56440261e+15 -5.69175646e+14 -4.60884603e+15 6.05653945e+15\n", - " 2.02554834e+15 1.91959995e+15 -5.84696589e+15 -3.76241075e+15\n", - " 3.84857362e+14 -3.55095744e+15 9.85849554e+15 -1.15886313e+15\n", - " -1.63494271e+14 -1.12950879e+14 -1.16947577e+15 -2.90704002e+15\n", - " 5.31177081e+14 -1.01575298e+15 -2.98390646e+15 1.57692151e+15\n", - " -3.72678052e+15 -7.79493342e+15 2.65786924e+15 -8.41381928e+14\n", - " -1.09156586e+15 -9.12450510e+13 -5.90105945e+14 1.45753960e+15\n", - " 1.69068549e+15 -3.93897615e+14 2.11956689e+15 -3.12946133e+14\n", - " -4.81697169e+15 2.32077118e+15 1.98050395e+15 1.06672681e+15\n", - " 2.41711124e+14 -1.61193203e+15 1.62265321e+15 -5.71873441e+14\n", - " -5.06376397e+14 -2.51305388e+15 6.37477641e+15 1.85162710e+15\n", - " -1.25378740e+15 -1.38533676e+15 2.44238421e+15 1.64483652e+15\n", - " -1.24117900e+15 1.20348463e+15 8.11198538e+14 -3.78191519e+15\n", - " 6.44007028e+14 -4.80913717e+14 3.57376916e+15 3.98750727e+15\n", - " -5.83971359e+15 -1.24549794e+14 2.22047853e+15 1.66957919e+15\n", - " -1.13780738e+15 -1.46873231e+15 1.49081610e+15 2.29880354e+15\n", - " -1.51310235e+14 6.30642826e+14 2.23838284e+15 -4.36835848e+14\n", - " 2.62789273e+15 2.67618809e+15 -6.77023792e+14 -1.70352173e+15\n", - " 2.57759112e+15 -6.40233693e+14 2.01801437e+15 2.36809551e+15\n", - " -1.26109315e+15 1.82451385e+14 -1.02788113e+15 -3.21442631e+15\n", - " -1.33513624e+15 -2.92870317e+15 -3.20380035e+15 -1.06537668e+15\n", - " 2.39177865e+15 5.67988472e+15 -2.60148819e+14 3.10207006e+15\n", - " 8.39058038e+14 1.16676683e+15 -2.54273063e+12 1.03339177e+15\n", - " 8.83626470e+14 -1.13840426e+15 6.27069531e+14 -2.98040818e+15\n", - " 9.18811626e+14 -2.67494431e+15 -1.18491613e+15 -2.18025132e+15\n", - " 8.92374098e+13 8.21793883e+14 -4.85730810e+14 2.82541375e+15\n", - " 3.74019913e+15 6.88096572e+14 1.06809696e+15 -1.13321428e+15\n", - " 7.52128373e+14 -1.55883885e+15 -5.18384374e+13 3.74992979e+15\n", - " 5.28935939e+15 1.73645279e+15 8.55024507e+14 -8.99282671e+13\n", - " 1.05219805e+14 -1.41447312e+15 -2.06176207e+15 3.48423826e+14\n", - " 1.71962586e+15 7.91103221e+14 1.08138704e+15 3.30597284e+15\n", - " 1.39825662e+15 -2.82674144e+15 2.80107624e+15 -1.42354235e+14\n", - " -2.68571029e+15 2.06321072e+15 1.34598194e+15 -2.29221931e+14\n", - " -1.01436171e+15 1.28551565e+15 8.70266026e+14 -9.67802641e+14\n", - " -4.65287375e+15 -3.08902668e+14 1.67050061e+14 3.89537303e+15\n", - " -1.74041794e+14 4.14520566e+15 6.76477226e+14 2.26447671e+14\n", - " 2.20279420e+14 3.19627290e+14 4.75401756e+14 -4.31176937e+14\n", - " -4.86152741e+14 -5.25699135e+14 -1.78168513e+15 5.80042250e+14\n", - " -2.32093911e+15 6.97779371e+14 1.38338237e+15 6.02357370e+13\n", - " 1.22978104e+15 -1.39444899e+15 9.78510686e+14 -2.54840229e+15\n", - " 1.25535218e+15 -2.15335405e+15 -3.59073850e+15 1.24063368e+15\n", - " -1.00497067e+15 -3.52606388e+14 2.13214766e+15 -8.37104120e+14\n", - " 9.71628242e+14 3.76468827e+14 3.52083070e+14 -6.63194835e+14\n", - " 2.68011927e+15 -2.89341258e+15 2.28775454e+15 -4.07333786e+14\n", - " 3.51770172e+15 1.51477757e+15 1.07987845e+15 1.34384485e+15\n", - " -4.82559231e+14 2.65444107e+14 -7.47153396e+14 -5.18829682e+14\n", - " 9.96045803e+14 3.76430719e+14 -4.33931568e+14 1.68533645e+14\n", - " 1.49287409e+14 3.51672755e+14 1.07000289e+15 -8.72758446e+14\n", - " -1.39475110e+15 -2.39265628e+15 -3.27618859e+14 -2.65802872e+15\n", - " -2.90488686e+15 -8.31780434e+14 -2.24743069e+15 4.00708108e+14\n", - " 1.40166188e+15 4.82746983e+14 7.21026631e+14 -2.39287245e+14\n", - " -8.47854941e+14 2.87223370e+15 1.23148418e+15 2.45480311e+14\n", - " -1.36126533e+15 2.85563848e+15 9.17329230e+14 4.17824021e+14\n", - " 7.11275796e+14 3.71149385e+14 -7.37911664e+14 9.56762445e+14\n", - " 2.84300806e+15 -2.34559438e+15 -1.73461704e+15 -1.14942339e+15\n", - " 3.10465484e+14 -9.21764859e+14 4.83866530e+15 -2.58546086e+13\n", - " -8.17837439e+14 -2.55339706e+13 3.89231925e+14 -2.66515273e+15\n", - " -1.31668507e+14 5.69726653e+14 -4.27246031e+14 4.85190851e+14\n", - " -1.87850022e+15 -7.04762243e+14 1.06108064e+15 5.91703115e+14\n", - " 3.86326988e+14 1.02502819e+15 2.25965695e+15 6.24028281e+14\n", - " -9.33809057e+14 1.72453124e+15 8.06385615e+14 1.71877949e+15\n", - " 5.13012987e+14 1.76238435e+15 -3.95061312e+14 1.18402170e+15\n", - " 1.06002847e+14 1.70148994e+15 -8.83115348e+14 6.99047950e+14\n", - " 3.56436044e+15 -3.28085585e+14 -7.84272371e+14 -6.38521662e+14\n", - " -2.65178665e+15 1.57110224e+15 1.08449786e+15 1.48768859e+15\n", - " 2.11809459e+15 1.35032381e+15 1.47347649e+13 5.84450165e+14\n", - " -6.44754112e+13 -4.84322790e+14 1.00009986e+15 5.83417096e+14\n", - " -1.17129697e+15 -1.62423565e+14 -3.11812667e+14 1.38005607e+15\n", - " 2.59789659e+15 -1.09739397e+15 2.76748128e+15 -4.08959054e+14\n", - " 1.20713266e+15 -7.52821257e+14 9.87392417e+13 -2.71370083e+15\n", - " -5.66743114e+14 1.21113786e+15 1.97453207e+15 7.71064807e+14\n", - " 5.82444665e+14 9.41781755e+14 -2.19368531e+15 8.95781774e+14\n", - " -1.09905906e+15 2.04091416e+15 7.16301970e+14 -1.47091110e+15\n", - " -1.65293765e+15 -1.16605573e+15 4.22758439e+14 -1.80797343e+15\n", - " -1.05064181e+14 8.78033125e+14 2.49347367e+14 -1.71774262e+15\n", - " -1.00200553e+15 -3.73051153e+14 -1.52429211e+15 1.39976875e+15\n", - " -2.50932486e+15 -5.85839893e+14 -1.20130718e+15 1.98330058e+15\n", - " -1.05821581e+15 1.75592959e+15 -2.61546507e+14 9.31539547e+13\n", - " 4.70066400e+14 -1.16695031e+15 1.47997620e+15 4.05141263e+14\n", - " 1.14571810e+15 2.41567587e+15 -5.52187459e+14 -3.09220512e+14\n", - " -7.74168349e+14 7.71430835e+14 -4.16630159e+14 -1.06013189e+14\n", - " -1.46475061e+14 -1.08329005e+15 -6.32730071e+14 4.35448599e+14\n", - " 1.52213283e+13 2.84725036e+15 9.36176862e+14 7.69705259e+14\n", - " 7.26421234e+14 -1.18956152e+15 1.03773902e+15 -2.97838925e+14\n", - " -4.79266784e+14 9.91822235e+13 7.20606343e+14 5.23368405e+13\n", - " -3.81840693e+14 -7.41381030e+14 1.43838563e+14 7.96209711e+14\n", - " -9.40735946e+14 1.73002336e+15 -2.93790538e+15 -6.25232385e+14\n", - " -8.93267751e+14 3.33477445e+15 4.09154448e+14 -3.22485031e+13\n", - " 9.08668427e+14 1.15507700e+15 1.04100843e+15 -9.34282154e+14\n", - " 9.77432725e+14 -4.27354863e+13]\n", "Found 280 total galaxies in catalog for cluster 59302\n", - "[-5.06316085e+14 2.39305853e+15 4.33443331e+15 -1.48019945e+15\n", - " -1.71198728e+15 2.38496279e+15 2.95698477e+15 -2.30261556e+15\n", - " -1.34971732e+15 -1.93107071e+14 -3.69728369e+15 -2.62765376e+15\n", - " 1.18016107e+15 -1.11293122e+15 -5.22820355e+14 -8.30466549e+14\n", - " -1.63338166e+14 -1.09738583e+15 4.49161147e+14 1.38174479e+15\n", - " -2.39438014e+15 -3.93717288e+15 -1.44383429e+14 3.05130609e+15\n", - " 1.65364775e+15 9.47799740e+13 1.49906118e+15 1.94315548e+15\n", - " 1.51147494e+15 -1.93775591e+15 3.79297824e+15 2.51347997e+15\n", - " 2.77769483e+15 -1.97061598e+15 -2.88132266e+15 1.83866093e+15\n", - " 4.80682362e+15 1.12275959e+15 3.36704398e+15 7.17607956e+14\n", - " 1.08630363e+15 2.17630631e+15 -5.45173035e+14 -3.91519538e+14\n", - " -9.69228629e+12 1.86221482e+15 1.85641995e+14 -1.09536529e+15\n", - " 5.37922214e+15 -3.63590705e+15 2.45186920e+15 -6.09956520e+14\n", - " 3.36225609e+15 -2.73091204e+14 -1.66569278e+15 -1.89041899e+14\n", - " 1.40530676e+15 -7.48097672e+14 3.07446537e+15 8.88902047e+14\n", - " 1.65246634e+15 -3.44712005e+15 -1.77608932e+15 -2.92466968e+15\n", - " -2.10801809e+14 8.41308147e+14 1.88103252e+15 1.89872571e+15\n", - " -3.27392969e+14 4.21323883e+15 -1.99881682e+15 -4.66796809e+13\n", - " 1.39015140e+14 -1.57388982e+15 1.60438058e+15 -1.82765420e+15\n", - " -1.08828708e+15 -1.61807686e+15 6.04952097e+15 -1.99494037e+15\n", - " -3.78723262e+15 -1.32538389e+14 -1.12005864e+15 2.82469511e+15\n", - " 6.36792362e+14 -3.63754713e+15 2.40039097e+15 3.08598219e+15\n", - " 1.35800270e+15 8.20347644e+14 3.37516241e+15 4.23574478e+15\n", - " -2.97313110e+14 3.75267730e+15 -5.16188880e+14 -1.66612188e+15\n", - " 5.08591582e+14 -2.76042096e+13 3.16905742e+15 1.49027246e+15\n", - " -4.79995726e+14 -1.20324496e+15 7.06150037e+14 1.68707828e+15\n", - " -2.63712205e+15 2.70645371e+14 -3.09683271e+15 -3.67681875e+14\n", - " -3.53629963e+15 1.20433772e+15 1.17466966e+15 -6.28084774e+14\n", - " 3.66311551e+14 1.25171355e+15 -4.03432865e+14 -1.94389026e+14\n", - " 1.47082573e+15 -4.05239890e+14 -2.28939148e+15 -1.71152360e+15\n", - " 1.86335099e+15 2.18410766e+15 -1.00074162e+15 2.98923792e+15\n", - " 2.78188187e+14 9.79114510e+14 -9.54241882e+14 1.75387104e+14\n", - " -6.01605413e+13 3.16873634e+15 -2.34819422e+14 -1.67339187e+15\n", - " 4.29307182e+15 -1.98471337e+15 -1.90132248e+15 -1.16761411e+15\n", - " 1.33068097e+15 -1.27599730e+15 1.11744026e+15 1.65685277e+15\n", - " 9.99619156e+14 7.07799161e+14 -1.98455134e+15 3.25450825e+15\n", - " -3.07587027e+15 1.57733197e+15 7.77586318e+13 1.36132294e+15\n", - " 1.79442096e+15 -1.04143608e+14 -2.68101278e+15 1.32222783e+13\n", - " 1.37058091e+15 -4.26394015e+14 4.71126521e+14 1.65494126e+14\n", - " 1.99875424e+15 -3.88602545e+15 -1.22228766e+15 2.22770116e+15\n", - " 4.37658731e+15 1.57571100e+14 3.69856330e+15 -3.90503190e+13\n", - " -1.15433463e+15 -2.57035096e+15 1.30664225e+15 -8.45000141e+14\n", - " -2.06967449e+14 -3.04750063e+15 -1.37573271e+15 -4.72104178e+14\n", - " -1.40898706e+15 -3.07456879e+15 -8.12506900e+14 -2.68081062e+14\n", - " 1.18337636e+15 2.07838282e+15 -1.30674092e+15 -6.19575107e+14\n", - " 2.68410931e+15 1.01893809e+15 -6.80012996e+14 3.29845332e+14\n", - " -2.43152569e+15 7.64818120e+14 -3.34224685e+14 -4.02942961e+14\n", - " 3.76274463e+15 -3.21019126e+14 -3.48346519e+14 6.96282685e+14\n", - " -2.87396624e+14 -6.38416646e+13 -4.22431473e+14 -1.94180115e+15\n", - " 1.40123701e+15 6.94797465e+14 -2.70667744e+15 -3.16628843e+14\n", - " 1.31183805e+15 -1.23704258e+15 1.29924094e+15 9.08881006e+13\n", - " 9.74925353e+14 -6.88384913e+14 -1.24868441e+15 1.04760323e+14\n", - " 5.69764937e+14 -1.43272201e+15 -2.74653593e+14 8.58718953e+12\n", - " -7.10413253e+14 -1.20008925e+15 1.12717689e+15 -1.94229065e+14\n", - " 1.83418841e+15 1.29899938e+15 2.70031170e+14 -2.50725593e+15\n", - " 2.84266256e+14 6.63894643e+14 -3.21298870e+15 3.04108495e+15\n", - " -1.10754174e+14 8.69515988e+14 -7.10393259e+14 -1.09620080e+15\n", - " -2.82450916e+14 6.15642819e+14 -1.62399385e+15 5.05246429e+14\n", - " 1.59463216e+14 -9.35228132e+14 1.11416289e+15 -1.69519834e+15\n", - " 1.67967985e+15 -2.66949929e+15 -3.64374139e+14 9.43179462e+14\n", - " -2.81902066e+14 -6.15491986e+14 5.88597052e+14 -4.15133098e+14\n", - " 2.00187775e+14 6.32051062e+14 3.15565407e+14 7.24884598e+14\n", - " 8.95542754e+14 1.99589634e+15 1.30466087e+15 -1.39517700e+15\n", - " -1.54951735e+14 -6.85626961e+14 4.57035278e+14 -7.16036843e+14\n", - " -7.13861888e+14 -9.98283997e+14 4.81687368e+14 1.97747084e+15\n", - " 3.22604138e+14 5.80952976e+14 1.30253715e+15 -1.56755376e+15\n", - " -1.91342407e+15 4.46114374e+14 6.48874636e+14 -1.08975086e+14\n", - " -8.10621367e+14 -3.58127664e+14 -1.10568593e+15 -9.73308692e+13\n", - " 1.86336403e+15 8.52329522e+13 -2.06021534e+15 2.10108218e+15\n", - " 7.87902375e+14 2.33371611e+15 1.00209483e+15 -4.81605135e+14]\n", "Found 776 total galaxies in catalog for cluster 53335\n", - "[-4.52585143e+14 -9.23697746e+14 -2.60548238e+15 1.47483300e+15\n", - " -1.45765463e+15 -5.15539765e+15 5.80396091e+14 2.86861338e+14\n", - " -4.85834990e+13 -4.16938633e+15 2.94086866e+15 4.42425469e+15\n", - " 1.66282236e+15 2.73774114e+15 -4.58793963e+15 4.63625405e+15\n", - " -2.01934387e+14 -9.76300311e+14 -1.09112456e+15 -3.06841741e+14\n", - " -6.48466340e+14 -1.77259593e+15 4.59318442e+14 2.23854964e+15\n", - " 5.00865018e+14 -3.83228046e+13 3.57684859e+15 2.15211342e+14\n", - " -4.35532345e+15 1.32943361e+15 -9.47377513e+14 -3.54360077e+15\n", - " 2.75066876e+15 1.04548172e+15 1.23765979e+14 2.81973183e+15\n", - " 6.48870577e+15 -3.11632846e+15 2.11532355e+15 1.42640451e+15\n", - " -7.15594496e+14 7.68926864e+14 3.33981194e+15 -5.37399230e+14\n", - " -8.35746610e+14 4.64946486e+14 1.54494579e+15 3.20242530e+15\n", - " -1.02143278e+15 4.29893954e+14 -3.59965485e+14 1.04953409e+15\n", - " 4.81604825e+14 2.10147324e+14 4.83942597e+15 -6.06685687e+14\n", - " -1.02551697e+15 1.56107197e+15 -4.41285069e+14 -6.10544506e+14\n", - " 1.54770173e+15 3.97859957e+14 -1.79469912e+15 2.12884253e+15\n", - " 8.91815359e+14 2.65132900e+15 -6.91754026e+14 -3.73720624e+15\n", - " -2.64970799e+15 -1.52757600e+13 -1.18043878e+15 4.94304879e+13\n", - " -3.15219280e+15 3.09585625e+15 1.68543651e+15 3.76176537e+15\n", - " -4.03386856e+15 9.04236295e+14 7.03353146e+14 1.75628101e+15\n", - " -1.07530023e+15 -3.02266444e+14 -1.69240158e+15 3.53785937e+15\n", - " 2.53549707e+15 -1.96808627e+15 -2.64351063e+15 1.27145713e+15\n", - " -1.84937112e+15 8.92425156e+14 2.33097330e+15 -6.63622940e+14\n", - " -1.40223912e+15 -1.15206960e+15 1.51878695e+14 1.14182776e+14\n", - " -4.12529399e+14 4.91525869e+15 2.65049296e+15 9.36953184e+14\n", - " 3.78627930e+15 -2.06565891e+15 -2.55183383e+15 -8.52845646e+14\n", - " -2.06419066e+15 -3.90611826e+15 -2.56451418e+15 1.52980188e+15\n", - " -5.35289283e+15 1.36292993e+15 2.68987812e+15 -2.66084877e+15\n", - " -4.03041574e+15 -3.04147638e+15 5.88069687e+14 4.77788163e+15\n", - " -1.12067144e+15 -1.26081774e+14 -1.03803858e+15 -6.83838571e+14\n", - " 2.50895802e+13 -6.33090571e+14 -5.66733428e+14 -3.30749102e+14\n", - " -7.31575737e+15 -2.40412920e+15 -1.69339605e+15 1.67239378e+14\n", - " -4.19988182e+13 -5.38059816e+14 -1.48321237e+15 1.89452951e+15\n", - " 1.30739033e+15 1.44804412e+15 4.27020676e+14 -1.76030628e+15\n", - " -4.72705702e+15 2.69896945e+15 -1.51997919e+15 2.27981941e+14\n", - " 2.03449949e+14 -4.42639056e+15 -1.67474219e+15 1.45291803e+15\n", - " 4.07757226e+15 7.01714580e+13 -9.57964789e+14 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1.38652236e+15 2.22600125e+15\n", - " -6.21723359e+14 8.03823951e+14 1.62174302e+14 4.17581787e+14\n", - " -1.68901211e+15 -3.74855967e+14 1.70491816e+15 -1.09707097e+15\n", - " 2.29097517e+15 -4.29473431e+14 7.95707463e+14 3.13041971e+14\n", - " 3.63695407e+14 1.56593824e+15 -8.98343739e+14 -2.76042324e+15\n", - " 1.69996817e+14 6.34157926e+14 -5.36285747e+14 9.97267871e+14\n", - " 7.25415558e+14 -4.45707968e+15 1.35433833e+15 2.13871653e+15\n", - " 3.69184512e+15 6.72827953e+14 1.81508622e+15 -8.30530437e+14\n", - " 7.55958185e+14 -2.43869029e+15 3.84982731e+14 -5.17991603e+14\n", - " -6.56763401e+14 -1.18610196e+15 1.43288750e+15 -1.01650159e+15\n", - " -7.54532901e+14 -1.62766764e+14 2.15910433e+15 -1.67278971e+15\n", - " 7.18068184e+14 -2.63071330e+15 5.39184155e+14 -2.03145967e+14\n", - " -6.88467965e+14 -1.41377203e+15 -1.92296655e+15 2.32741469e+15\n", - " -1.21341421e+15 1.63843138e+15 5.57368291e+14 -9.40994068e+13\n", - " -1.55779656e+15 -1.01167142e+14 1.32569158e+15 7.81531979e+14\n", - " 2.80443971e+14 1.42253015e+15 -2.61629584e+14 4.67615025e+14\n", - " 1.44576909e+13 -8.43316466e+14 4.14567190e+15 -9.15565220e+14\n", - " 1.19530018e+15 -1.43419731e+15 2.24197735e+15 7.00598398e+14\n", - " 1.14932579e+15 -9.68297906e+14 -1.92345545e+14 1.74004891e+15\n", - " 1.23102881e+15 -1.30980945e+15 -8.44037466e+14 -8.08021317e+14\n", - " 9.57480542e+14 -5.93669442e+14 3.00079103e+14 1.77070787e+15\n", - " 3.69060604e+15 1.40809738e+14 -1.91187306e+15 -1.15125116e+15\n", - " -2.08822279e+14 5.40057622e+14 -1.83928820e+15 6.81908501e+14\n", - " -2.93940893e+14 -8.16681643e+14 2.12655015e+14 -1.39016436e+15\n", - " 2.91617379e+14 1.03325073e+15 -6.14661468e+14 -1.38856624e+14\n", - " -3.15052181e+14 -1.04173659e+14 5.16656791e+14 2.28121500e+15\n", - " -1.13993902e+15 -7.46233267e+14 8.24953011e+14 -2.31031989e+15\n", - " -2.58773105e+15 1.01260002e+15 7.62482779e+14 -3.97616675e+14\n", - " 1.75829966e+15 -8.29887613e+14 2.28528377e+15 -4.50770267e+14\n", - " -4.17666587e+15 9.58341972e+13 6.90751298e+14 -1.86152679e+15\n", - " 3.16171779e+14 1.34271114e+15 -6.47144618e+15 -7.67409898e+14\n", - " -8.50831985e+14 1.08726215e+15 -9.75396122e+14 1.55300737e+15\n", - " -8.34510404e+14 -5.75486061e+14 4.79667495e+13 -6.01706584e+14\n", - " 6.02487571e+13 1.61358924e+15 -3.79124141e+14 -3.00320012e+14\n", - " 1.03911428e+15 -3.14699817e+14 -2.50977928e+15 -2.40758880e+15\n", - " -9.23367306e+14 1.89174322e+15 -1.16552037e+14 1.40682295e+15\n", - " 4.83089238e+13 4.51915320e+14 5.02862272e+14 4.37067642e+14\n", - " -1.83312504e+14 -7.89368670e+14 6.06285337e+13 -8.55835466e+14\n", - " -7.27357272e+14 9.00817944e+14 -8.17534997e+14 7.81289429e+14\n", - " -9.81216626e+14 1.65905866e+15 1.75389772e+14 -1.03480097e+14\n", - " -9.96968094e+14 6.66617399e+14 2.32549751e+14 1.90001979e+15\n", - " 7.47103165e+14 1.35889468e+13 3.39975249e+13 1.10133033e+15\n", - " -9.07033025e+14 1.58820001e+15 -1.69600525e+15 1.29279214e+14\n", - " -9.12350576e+14 1.04289784e+15 -4.91147587e+14 -2.72474252e+15\n", - " 3.75795325e+14 7.19303377e+14 1.49685842e+15 1.68008949e+14\n", - " 8.37374830e+14 -1.86042724e+14 1.05459613e+15 -2.73750047e+14\n", - " -3.16027055e+15 -1.73339298e+13 -1.25722192e+15 -1.73777129e+14\n", - " -7.55466948e+14 -4.93838972e+13 1.13481884e+15 -1.56479622e+15\n", - " 1.24872752e+14 -1.64825225e+15 -8.05919860e+13 5.25555083e+14\n", - " 1.29235265e+15 -1.37726685e+15 8.88234035e+14 -3.56191931e+14\n", - " -5.93939381e+14 2.77826766e+15 -7.88084599e+14 7.06194077e+14\n", - " 2.81624030e+15 -3.09490112e+15 3.01123807e+14 3.12719362e+14\n", - " 4.62289976e+14 4.67390155e+14 6.43769870e+14 -4.92586502e+14\n", - " 9.30495382e+14 -4.81011438e+14 1.83508445e+14 -7.28929192e+14\n", - " 1.98367605e+15 1.79401019e+15 1.22094912e+15 -1.33059156e+15\n", - " 2.17160663e+15 7.09801917e+14 -5.49332981e+14 -3.12938804e+14\n", - " 1.61855603e+15 6.32498560e+14 -1.75612312e+15 -1.47332757e+15\n", - " -7.89775815e+14 7.08202238e+14 2.57051319e+15 -1.08860487e+15\n", - " 3.10233501e+15 -2.47888690e+15 7.76739698e+14 -6.82402682e+14\n", - " 8.29823359e+14 -1.41147461e+15 -8.84469415e+14 3.15795632e+14\n", - " -6.82880724e+14 -4.64146239e+14 9.90188240e+14 -1.59166043e+15\n", - " -2.35160672e+15 1.20235590e+15 -9.82082374e+14 1.92107905e+15\n", - " 9.71975589e+14 -1.00306942e+15 -1.36036380e+15 -6.72253873e+14\n", - " -1.86256083e+15 -9.85500008e+14 -8.31083074e+14 -6.66219158e+14\n", - " 1.21811146e+14 3.63483346e+14 -1.14814293e+15 7.33635826e+14\n", - " -8.37514560e+14 -5.17176231e+14 -5.41086190e+14 -9.34616048e+14\n", - " 4.88970407e+14 6.81322164e+14 1.50405373e+15 -1.35709124e+15\n", - " 2.25099666e+15 8.08629760e+13 1.42010628e+15 8.72568487e+14\n", - " -6.34217118e+14 2.20218564e+15 6.29473941e+14 -1.51145563e+13\n", - " 5.80070978e+13 -2.77240706e+15 2.63214047e+14 1.40086597e+15\n", - " 1.45563147e+15 2.10014659e+15 1.66481442e+15 9.25397842e+14\n", - " -9.16324433e+14 -1.31485183e+15 -1.49743640e+15 4.20466094e+13\n", - " -1.59983016e+15 -1.38139884e+15 1.31890994e+15 -5.46758860e+14\n", - " 7.66463614e+14 -1.72038073e+15 -5.35009272e+14 5.78433594e+14\n", - " -3.80956572e+14 1.96832141e+14 1.02836109e+15 -5.88603714e+13\n", - " -3.90769725e+14 -4.60773691e+14 -1.87085253e+15 -3.60278175e+12\n", - " -7.46645689e+14 -2.36614524e+15 -7.63720313e+14 -6.16400027e+14\n", - " -2.80281071e+14 1.23695222e+15 -1.73479197e+15 -1.23512962e+14\n", - " -4.66219490e+14 -2.12502317e+14 -3.18576966e+13 2.51640318e+14\n", - " -3.73313347e+14 6.64843587e+14 1.16041145e+14 -1.36717894e+14\n", - " 7.39832514e+14 -1.91187414e+15 1.19103594e+15 -5.83711525e+14\n", - " 5.46322948e+14 -2.14791129e+15 3.68831454e+14 1.10765502e+15\n", - " 7.93107020e+14 1.42192140e+15 -6.66088114e+14 -1.05602473e+15\n", - " 1.31617102e+15 -1.89501575e+14 -2.30563729e+15 7.32256958e+14\n", - " 9.43548800e+14 -1.17137129e+15 -5.25449821e+14 -5.87917168e+14\n", - " 3.85444339e+14 -2.22857391e+13 -2.66038512e+15 3.55494808e+14\n", - " -5.35375698e+14 5.10116710e+14 -2.86586789e+14 4.24536598e+14\n", - " -8.07641522e+14 8.10010401e+13 1.58001524e+14 3.43811130e+12\n", - " -6.47120682e+14 1.15829032e+15 1.65114973e+15 5.25022303e+14\n", - " 3.25301438e+13 -1.62274196e+15 4.10759580e+14 -2.86973189e+15\n", - " 6.92278464e+14 1.58680193e+14 1.06355165e+15 -6.21550733e+14\n", - " -1.13946598e+15 1.43751017e+15 -3.10990076e+14 1.68428988e+14\n", - " -9.76845242e+14 -2.08045898e+15 -1.66865805e+13 -6.47218061e+14\n", - " -3.06951252e+13 -1.75915432e+15 -1.10904676e+15 -9.40369141e+14\n", - " 3.45244681e+14 6.78234955e+14 6.91466155e+14 -1.36533695e+14\n", - " 1.60955398e+15 1.90594306e+15 1.27160779e+15 8.41844800e+14\n", - " 8.63960049e+14 1.28196476e+14 -4.88582951e+14 1.68729421e+15\n", - " 6.24328160e+14 1.31374668e+15 -9.06783898e+14 1.77081864e+14\n", - " 1.11863684e+15 -7.52372595e+13 -1.09219210e+15 5.83603686e+14\n", - " -5.55444928e+14 5.50474708e+14 3.36252222e+14 -4.69285729e+14\n", - " -1.76747615e+14 3.93514528e+14 7.87903592e+14 -4.04035642e+14]\n", "Found 342 total galaxies in catalog for cluster 23919\n", - "[ 4.09123800e+14 -1.56409940e+14 1.40845956e+15 -8.05862423e+15\n", - " 8.28310303e+14 -3.82639733e+14 -1.83314798e+14 -6.11844615e+13\n", - " 8.13053238e+14 -3.76618784e+14 1.32676288e+15 -3.46017285e+13\n", - " -3.04410602e+15 2.40529706e+15 -1.97310243e+15 -1.84438701e+14\n", - " 2.48539030e+15 3.90950155e+15 7.18863008e+15 -5.22236644e+14\n", - " 1.08879913e+15 2.49692786e+15 -1.94326046e+15 5.34822451e+15\n", - " -1.54697898e+15 -3.57896055e+15 2.16745889e+15 -8.78794599e+14\n", - " -1.88922803e+14 4.30353863e+15 -4.16236180e+14 2.09796877e+15\n", - " -1.61626426e+15 5.66978234e+15 -1.44911485e+15 -2.14947323e+15\n", - " 1.07953252e+15 -5.31468910e+15 5.35674425e+15 3.14120137e+15\n", - " -2.88890967e+14 -2.72717939e+15 2.33435011e+15 -1.28594220e+15\n", - " -4.32965272e+15 4.68447150e+14 -2.08070643e+15 2.76456992e+15\n", - " 3.82548633e+15 3.12002715e+15 4.40040787e+14 1.65623382e+14\n", - " 4.65893551e+15 3.67963904e+15 1.62365139e+15 1.89486189e+15\n", - " 2.13798892e+15 -7.51084959e+14 -2.18309148e+15 1.26510108e+14\n", - " 2.04612874e+15 -1.04526810e+15 -8.21194082e+14 -5.96198530e+14\n", - " 6.71182861e+13 -1.25920726e+15 -2.19353002e+15 2.45795342e+15\n", - " 4.17074296e+14 -3.53506837e+15 1.78989180e+15 2.65509957e+15\n", - " 2.17348269e+15 -1.96980641e+15 1.76967471e+15 7.92928421e+14\n", - " -2.27612424e+15 -2.17379507e+15 -9.00202570e+14 -1.70205042e+15\n", - " -1.11203634e+15 -1.06321015e+15 4.97920375e+15 1.09655457e+15\n", - " -2.20008821e+15 -6.38559823e+14 -1.59262183e+15 -1.04757658e+15\n", - " 3.43382199e+14 5.62287895e+15 -1.65419465e+15 3.09517790e+15\n", - " 7.63196224e+14 2.96824918e+15 4.89961158e+15 2.61117834e+15\n", - " 3.33556158e+14 4.55547075e+15 7.77901291e+15 -4.17837310e+14\n", - " -3.10034173e+14 1.28128177e+15 2.75864736e+15 -2.44929198e+15\n", - " 2.68265608e+15 1.65255223e+15 -2.45906628e+15 1.97963834e+15\n", - " 6.11693099e+15 6.51428268e+14 -6.57619923e+15 -5.59422420e+14\n", - " 6.60393830e+14 -3.23012366e+15 -3.46095774e+15 -2.37692253e+15\n", - " 4.19597341e+14 3.52143884e+15 2.60325939e+14 -2.23402269e+14\n", - " 3.13768301e+15 1.79607528e+14 -1.11377534e+15 6.14521940e+14\n", - " -5.27231380e+14 7.46100778e+14 -3.48692078e+15 -7.98754870e+14\n", - " 1.24911155e+15 -2.70312265e+15 1.67863121e+15 -1.05972790e+15\n", - " 6.07586852e+14 1.75265060e+14 -1.24607388e+15 2.00005280e+15\n", - " 1.71110926e+14 -2.55746057e+15 -6.84495634e+15 -5.40280242e+15\n", - " -1.45242976e+15 -9.81067821e+15 -2.06313680e+14 4.89600239e+14\n", - " -6.26737814e+13 2.99730293e+15 3.50480002e+14 -1.32757630e+15\n", - " 5.07414021e+14 1.33465273e+15 5.33074681e+14 1.12185157e+15\n", - " -1.49346620e+14 1.77936449e+15 1.42629699e+15 7.22041784e+14\n", - " -2.45729298e+15 1.99217385e+15 9.15314344e+13 6.35218534e+14\n", - " 2.79507540e+15 5.11773052e+14 -5.25394176e+13 1.74014849e+15\n", - " -6.41961428e+14 1.79301373e+15 8.70553095e+14 -5.41672053e+14\n", - " 6.55213661e+13 -5.80571047e+14 -1.11981326e+15 -3.75893591e+15\n", - " 1.21499770e+14 -4.63236529e+14 -1.09569331e+15 1.01343666e+15\n", - " -9.03472538e+13 -2.34975251e+14 -1.52472718e+15 4.61107628e+14\n", - " -2.79010380e+15 6.42205554e+14 1.16944725e+14 1.59718420e+14\n", - " 8.07653291e+13 -3.98815062e+14 -2.53696603e+15 -1.27621590e+15\n", - " 3.71152181e+14 1.24884778e+15 5.77582318e+14 3.48523605e+15\n", - " 7.26403554e+14 3.97107003e+13 -2.57689346e+15 -4.50139863e+14\n", - " -3.75574791e+14 -2.01528172e+15 -3.87567376e+14 2.07225678e+15\n", - " 8.43911020e+13 3.63237782e+14 -1.20340101e+15 -7.90826026e+13\n", - " 5.22696549e+14 1.49926516e+15 1.82161461e+15 2.41671242e+15\n", - " -3.86441564e+15 2.90645523e+15 1.20976208e+15 -9.62919538e+14\n", - " 5.19381999e+14 3.50262273e+14 6.56968153e+14 1.44335056e+15\n", - " -1.30118897e+15 6.36858693e+14 -1.83423962e+15 1.83342872e+15\n", - " -1.49008601e+15 1.22280168e+15 -9.83937123e+14 1.74297284e+13\n", - " 1.11826904e+14 1.54851487e+14 -3.87056680e+15 8.72865710e+14\n", - " -2.77570158e+15 -9.95341453e+14 2.54458735e+15 -9.73658000e+14\n", - " -1.98144132e+15 7.15584552e+13 -4.24762134e+14 -2.85275614e+15\n", - " 9.28655306e+14 4.91643184e+14 -3.57244154e+13 -9.29405741e+14\n", - " 1.50918194e+15 1.30089520e+15 -7.65037076e+14 -1.76474956e+15\n", - " 7.25499217e+14 -4.17436464e+14 -4.09399803e+14 -9.27113424e+14\n", - " 6.82803181e+14 -7.02608657e+14 -6.84562330e+14 5.26047990e+14\n", - " -9.12383101e+14 7.48106397e+14 1.71557841e+15 2.01805864e+15\n", - " -7.80385858e+14 1.06242100e+15 4.55309572e+14 -1.33414931e+13\n", - " 7.54402336e+14 4.70898443e+14 -2.74239645e+15 3.43918841e+15\n", - " -6.32341157e+14 8.75508933e+14 -3.73343866e+14 -2.10018023e+14\n", - " -6.79499515e+14 1.04301570e+15 -7.86049302e+14 1.05556694e+15\n", - " -8.70404599e+14 -1.00048768e+15 3.51480038e+15 6.79066372e+14\n", - " -3.72772947e+13 -2.59502365e+14 -1.96305339e+15 4.61103940e+14\n", - " -6.38001842e+14 1.90940187e+15 1.82776114e+15 1.63036807e+15\n", - " 1.18930949e+15 1.32337106e+15 -1.96513517e+15 -1.19332833e+15\n", - " -2.53292723e+15 -1.73169010e+15 1.13475258e+15 -1.07388556e+15\n", - " 7.95380213e+14 1.56496382e+14 6.37754319e+14 1.18574808e+15\n", - " 1.83818736e+15 -3.35534213e+15 -1.67952667e+14 1.94479733e+15\n", - " 1.27716948e+15 7.16324195e+14 -4.34583683e+14 7.69175935e+14\n", - " 9.09479071e+14 1.79076899e+15 -6.72979966e+14 -1.73137426e+15\n", - " 1.89031362e+15 -2.56819199e+14 -1.61266835e+14 -6.00830249e+14\n", - " 1.84903278e+14 2.53018407e+15 -1.38993763e+15 5.96958629e+13\n", - " -7.11511564e+14 1.95530968e+15 -3.55690922e+14 -4.34266865e+14\n", - " -9.13484391e+14 -8.65972646e+14 -7.72478419e+14 8.40871600e+14\n", - " 3.65542861e+14 6.53348588e+14 -1.42128529e+15 5.83448829e+14\n", - " 5.20257225e+14 -1.15541098e+15 -1.47358693e+14 -1.32947252e+14\n", - " -5.46727946e+14 1.45952740e+15 -8.89299537e+14 2.20298674e+14\n", - " 7.65729226e+14 -6.45733658e+14 8.22389791e+14 -1.48699405e+15\n", - " -1.45001629e+14 -5.22772162e+14]\n", "Found 3197 total galaxies in catalog for cluster 16567\n", - "[-2.36266547e+13 5.21019880e+14 -2.85781557e+15 ... 4.14583250e+14\n", - " -1.52490291e+14 -5.73303462e+14]\n", "Found 2110 total galaxies in catalog for cluster 41321\n", - "[-1.02981895e+15 1.31090672e+14 -6.39731487e+14 ... -8.73243562e+14\n", - " 7.98076633e+14 -2.30313459e+14]\n", "Found 368 total galaxies in catalog for cluster 52141\n", - "[ 3.09201316e+14 -1.43405231e+15 -3.55235079e+14 2.52552207e+15\n", - " 5.16403238e+15 -1.67720545e+15 1.42442142e+15 -3.94063757e+14\n", - " -1.78481702e+15 7.61675086e+14 -1.98646670e+15 -1.05969642e+15\n", - " -1.06906908e+14 -3.62738675e+15 2.78538233e+14 2.32009586e+14\n", - " 4.72172994e+15 2.99376401e+15 -3.16207128e+15 4.30976385e+14\n", - " 7.68965962e+14 -5.30439363e+15 -7.41151921e+14 -3.41080258e+15\n", - " -3.56638146e+15 2.19036058e+15 1.15909294e+15 1.98435636e+14\n", - " 8.23858960e+15 -8.17557321e+14 -4.50214618e+12 2.27950771e+15\n", - " 2.45004390e+15 4.22576237e+14 8.64188780e+14 -5.84935183e+14\n", - " 2.49667473e+15 8.79710808e+14 -6.04648696e+15 -2.06933460e+15\n", - " -3.88446990e+15 1.53756891e+15 -1.00409364e+15 2.81830270e+15\n", - " -9.24422900e+14 3.57838343e+15 5.51241535e+15 1.29097078e+15\n", - " 1.30168698e+15 -1.30361708e+14 1.49912089e+15 -2.87461129e+15\n", - " 1.99645985e+14 -7.21757583e+14 2.03516082e+14 -3.26148121e+15\n", - " -2.73066896e+15 -3.35449170e+14 8.94082802e+14 1.13480947e+15\n", - " 1.27541405e+15 1.87735140e+15 -3.72281576e+15 1.41808717e+15\n", - " -1.97185419e+15 -8.09931910e+15 7.88506953e+15 1.09426442e+15\n", - " 2.26640642e+15 1.85087733e+14 1.16514159e+15 6.44190550e+14\n", - " 1.22496071e+15 -1.62633932e+15 -3.80813008e+14 -4.81242439e+14\n", - " 3.64263040e+14 -3.19396883e+15 -6.30769479e+15 2.93081136e+15\n", - " 3.28358803e+15 1.78528479e+15 -2.65419375e+15 5.11870589e+15\n", - " -4.16142953e+14 -3.75482757e+15 -7.14641866e+14 -8.28460658e+13\n", - " 1.16698254e+15 -2.68917496e+15 -4.25858339e+15 2.07757303e+15\n", - " 2.23228146e+15 -3.90040534e+14 2.10558279e+15 1.50269795e+15\n", - " -1.61692330e+15 -1.42077819e+15 9.23030099e+14 2.60756745e+15\n", - " -6.10318093e+14 -1.30166803e+15 1.78769932e+15 -3.88180061e+14\n", - " -8.00404697e+14 8.01385405e+14 -8.83125929e+14 -3.22071401e+15\n", - " -3.36744645e+15 1.16338410e+15 -6.04727478e+14 6.60752202e+14\n", - " 1.73679750e+15 1.01887049e+15 5.48630436e+14 -8.64100399e+14\n", - " -1.02666403e+15 -8.15849362e+13 -2.24586751e+14 -1.42048300e+15\n", - " 3.17559827e+15 -1.66535555e+15 -1.26337814e+15 2.47818129e+15\n", - " 8.06227681e+14 2.12375579e+15 -9.55749454e+14 4.57663101e+14\n", - " -1.31505164e+15 -3.04953133e+14 -1.62380836e+15 2.53934231e+15\n", - " 1.20981686e+15 1.15748086e+15 2.84559309e+11 2.40165135e+14\n", - " -1.37085708e+15 -9.19332053e+14 -3.15069506e+14 -4.46340457e+13\n", - " 7.04247388e+14 1.07449162e+15 -1.21993190e+15 -9.72944803e+14\n", - " 1.16946039e+15 -1.30860920e+14 4.80730679e+14 1.48943861e+15\n", - " 1.74122980e+15 -2.16909979e+15 -8.28504557e+14 -2.30174264e+15\n", - " 1.47661740e+14 6.54206311e+14 -1.98093961e+15 -1.82350457e+15\n", - " 2.99363914e+15 3.03796290e+15 2.82554870e+15 3.09896403e+15\n", - " -7.70879787e+14 6.38306925e+14 -8.31465441e+14 -8.55822632e+14\n", - " -1.49844124e+15 1.03924182e+15 -4.27435854e+14 -1.66284245e+15\n", - " 4.28586236e+15 -4.69745733e+14 -2.33934801e+14 7.78000044e+14\n", - " 5.62898315e+14 -2.65829440e+15 1.29994868e+15 3.30047985e+15\n", - " -4.04382553e+15 7.01476567e+14 8.44137302e+14 -2.12134233e+14\n", - " 6.95092822e+13 1.19789195e+15 8.72725395e+14 3.94361869e+15\n", - " 1.52133050e+15 -7.67713836e+14 -2.03062952e+15 -2.07221699e+15\n", - " 2.31640463e+15 1.09723600e+15 4.44917470e+14 3.67707484e+14\n", - " -1.38559950e+15 -4.23883775e+13 1.54276040e+15 1.39053962e+15\n", - " 9.01997525e+14 1.22572553e+15 1.17171959e+15 -7.80807706e+14\n", - " 2.45058539e+15 -9.21075230e+14 4.35514973e+14 1.73494923e+15\n", - " 1.12219990e+15 2.52647212e+15 3.79420971e+14 -1.28385052e+15\n", - " 1.05476652e+15 5.44823156e+14 -1.88614034e+15 3.95960589e+14\n", - " 1.17936992e+15 1.64470156e+15 1.87245177e+14 9.33372913e+14\n", - " -1.17184436e+15 -2.24742027e+15 -6.64364763e+14 -9.38446120e+14\n", - " 3.61380475e+14 4.70163650e+14 1.74052418e+15 -8.56268035e+14\n", - " -6.89746331e+14 2.22378257e+15 -7.11737445e+14 -7.38976094e+14\n", - " 2.85706945e+15 1.05851659e+15 4.82299646e+14 -2.29809087e+15\n", - " -6.75966925e+13 4.18217570e+14 2.42655220e+14 -2.63922344e+14\n", - " -1.92652399e+14 -5.81770604e+14 -5.43271122e+14 -1.90121602e+15\n", - " -8.55728355e+14 1.27475799e+15 9.52472825e+14 2.51114089e+15\n", - " -2.12073463e+14 -4.33765900e+13 3.52011919e+14 -3.81404653e+14\n", - " 1.00467654e+14 -2.97783473e+14 2.15852230e+14 -7.17458950e+14\n", - " -2.18150682e+15 -1.60875079e+15 1.90578408e+15 9.34807786e+14\n", - " -9.59573302e+14 8.49799066e+14 -8.75253424e+13 8.80196276e+14\n", - " 2.92146258e+14 3.75937329e+14 8.20484190e+14 2.20658696e+15\n", - " 1.76035216e+15 2.63505338e+15 -6.12243254e+14 -1.09498985e+15\n", - " -2.33166487e+14 5.38005201e+13 -1.31761250e+15 -9.45060791e+14\n", - " 3.19100881e+15 -1.24941004e+15 -2.23158749e+15 -6.99913492e+14\n", - " -2.09171435e+15 1.31073434e+15 -8.34260914e+14 2.81628730e+15\n", - " 1.04870909e+15 8.60701623e+14 2.24064854e+14 3.50836092e+14\n", - " -1.21387892e+15 1.46549050e+15 -3.29434355e+14 -1.34585693e+15\n", - " 6.14841636e+14 1.40889933e+15 7.05994436e+14 1.88649274e+15\n", - " -1.32982317e+15 7.99839487e+14 -6.98227443e+13 1.78174919e+14\n", - " -1.17681068e+15 -2.34579173e+15 9.18616378e+14 -8.81253324e+14\n", - " -1.46139387e+15 1.27563440e+15 -5.17445511e+13 1.58430761e+15\n", - " 1.45155419e+14 -2.24584931e+15 1.75430745e+14 1.16974542e+15\n", - " 2.07510870e+15 -5.48830742e+14 -1.18058577e+14 -9.26282713e+13\n", - " 2.19933714e+15 2.79417348e+14 7.47143098e+14 -3.93734221e+14\n", - " 1.26606696e+15 -1.18012628e+15 -1.68166386e+15 -2.71436818e+14\n", - " 1.30049943e+15 2.37683457e+15 1.08277964e+15 9.35418278e+14\n", - " 2.30390062e+15 8.66827455e+14 -4.50724719e+13 8.81304365e+14\n", - " -1.04350917e+15 -7.33143658e+13 -1.91682482e+15 -1.98773620e+15\n", - " 7.13584152e+14 -3.01799913e+14 9.79113723e+14 1.56753038e+15\n", - " 1.15303297e+15 1.82037649e+15 2.11952864e+15 8.56552730e+14\n", - " -1.05295304e+15 2.64423763e+15 -1.82148818e+14 -1.12418135e+14\n", - " 7.18207781e+14 -4.53765788e+14 1.56795223e+13 -6.21842221e+14\n", - " 1.77242050e+14 -7.56068122e+14 -1.11429194e+15 1.30689593e+15\n", - " -1.04406769e+15 4.92471133e+14 -5.55869105e+14 1.13110582e+15\n", - " 2.84010129e+14 -2.33091171e+14 -1.03076889e+15 -6.84170040e+14\n", - " -1.42807213e+15 1.12836125e+15 -1.58610718e+14 1.11637880e+15\n", - " 1.00940984e+15 5.34646331e+14 -8.20598704e+14 5.44021919e+13]\n", "Found 2288 total galaxies in catalog for cluster 52451\n", - "[-1.99855724e+14 5.74977704e+14 2.51711568e+15 ... 5.13582265e+14\n", - " 2.00219716e+14 2.70815168e+14]\n", "Found 1273 total galaxies in catalog for cluster 51057\n", - "[-5.77592599e+14 1.19695330e+15 9.35335302e+14 ... 3.29000665e+14\n", - " 4.96010217e+14 -4.30210659e+14]\n", "Found 1986 total galaxies in catalog for cluster 14210\n", - "[ 3.66732523e+14 -5.42778432e+14 -7.57968585e+14 ... -7.38945616e+14\n", - " -4.70407093e+14 4.22774185e+14]\n", "Found 2256 total galaxies in catalog for cluster 33410\n", - "[-2.11907885e+13 -1.40875028e+15 -3.36843615e+14 ... 9.48029406e+14\n", - " -2.44515092e+14 3.24947825e+14]\n", "Found 2978 total galaxies in catalog for cluster 78132\n", - "[-1.10794332e+15 1.89498600e+15 -3.70788096e+15 ... -9.53738310e+14\n", - " 1.62484604e+14 4.16125663e+14]\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "cluster_z and type 0.49929956 \n", - "cluster_z and type 0.64601874 \n", - "cluster_z and type 0.6410095 \n", - "cluster_z and type 0.6587467 \n", - "cluster_z and type 0.8156214 \n", - "cluster_z and type 0.6254669 \n", - "cluster_z and type 0.8727886 \n", - "cluster_z and type 0.5422798 \n", - "cluster_z and type 0.77666825 \n", - "cluster_z and type 0.33334264 \n", - "cluster_z and type 0.72671944 \n", - "cluster_z and type 0.46572214 \n", - "cluster_z and type 1.035111 \n", - "cluster_z and type 0.9868597 \n", - "cluster_z and type 0.48154548 \n", - "cluster_z and type 0.34901306 \n", - "cluster_z and type 0.660803 \n", - "cluster_z and type 0.5489526 \n", - "cluster_z and type 0.5732822 \n", - "cluster_z and type 0.48545152 \n", - "cluster_z and type 0.48073718 \n", - "cluster_z and type 0.5205169 \n", - "cluster_z and type 0.45513922 \n", - "cluster_z and type 0.37233016 \n", - "cluster_z and type 0.72563916 \n", - "cluster_z and type 0.25462273 \n", - "cluster_z and type 0.549555 \n", - "cluster_z and type 0.71684 \n", - "cluster_z and type 0.56993246 \n", - "cluster_z and type 0.6154449 \n", - "cluster_z and type 1.0356219 \n", - "cluster_z and type 1.0020661 \n", - "cluster_z and type 0.23431362 \n", - "cluster_z and type 0.5927657 \n", - "cluster_z and type 0.6087652 \n", - "cluster_z and type 0.6046681 \n", - "cluster_z and type 0.50011617 \n", - "cluster_z and type 0.593976 \n", - "cluster_z and type 0.8731144 \n", - "cluster_z and type 0.592247 \n", - "cluster_z and type 0.43162814 \n", - "cluster_z and type 0.51871866 \n", - "cluster_z and type 0.34493634 \n", - "cluster_z and type 0.43753046 \n", - "cluster_z and type 0.6061629 \n", - "cluster_z and type 0.71660864 \n", - "cluster_z and type 0.8984475 \n", - "cluster_z and type 0.86106193 \n", - "cluster_z and type 0.57198143 \n", - "cluster_z and type 0.48342547 \n", - "cluster_z and type 0.24044088 \n", - "cluster_z and type 0.6384199 \n", - "cluster_z and type 0.45206454 \n", - "cluster_z and type 0.7653682 \n", - "cluster_z and type 0.4100084 \n", - "cluster_z and type 0.9812018 \n", - "cluster_z and type 0.99775815 \n", - "cluster_z and type 0.8671669 \n", - "cluster_z and type 1.0477397 \n", - "cluster_z and type 0.49412334 \n", - "cluster_z and type 0.596166 \n", - "cluster_z and type 0.9101417 \n", - "cluster_z and type 0.5932099 \n", - "cluster_z and type 0.7193937 \n", - "cluster_z and type 0.653051 \n", - "cluster_z and type 0.53016365 \n", - "cluster_z and type 0.46268275 \n", - "cluster_z and type 0.84439105 \n", - "cluster_z and type 1.1292421 \n", - "cluster_z and type 0.28674597 \n", - "cluster_z and type 0.7892001 \n", - "cluster_z and type 0.5305519 \n", - "cluster_z and type 0.62169576 \n", - "cluster_z and type 0.61630654 \n", - "cluster_z and type 1.0183831 \n", "Process 0 done reading\n", "Overall pair count = 221371\n", "Collecting data for cluster 0\n", "Found 3035 total galaxies in catalog for cluster 11\n", - "[ 0.21234604 0.15384049 0.47473664 ... -0.21345346 -0.05996671\n", - " -0.00186678]\n", "Found 2765 total galaxies in catalog for cluster 827\n", - "[ 0.32751148 -0.22962438 0.27230726 ... -0.03010575 -0.18791063\n", - " 0.12969504]\n", "Found 2730 total galaxies in catalog for cluster 1985\n", - "[ 0.10434148 -0.17795113 -0.01781351 ... 0.09168737 -0.13255294\n", - " -0.10016861]\n", "Found 2652 total galaxies in catalog for cluster 1632\n", - "[ 0.3349856 -0.19300229 0.15563868 ... -0.12308222 -0.19418091\n", - " 0.28766027]\n", "Found 1137 total galaxies in catalog for cluster 2453\n", - "[ 0.16069297 -0.47242211 -0.32332774 ... 0.30890187 0.06828403\n", - " 0.13663829]\n", "Found 4221 total galaxies in catalog for cluster 2678\n", - "[ 0.04956548 -0.08877606 -0.03329398 ... 0.0433305 0.13221218\n", - " 0.29595606]\n", "Found 1446 total galaxies in catalog for cluster 4643\n", - "[ 0.07573436 0.34222996 -0.39984283 ... -0.13958574 0.41243912\n", - " -0.04089339]\n", "Found 677 total galaxies in catalog for cluster 5084\n", - "[-0.03397486 0.57712281 -0.21482828 0.0879992 0.04023449 -0.30431383\n", - " 0.08695538 0.09959531 0.59114468 0.42300336 -0.1347032 -0.22597017\n", - " -0.41826239 0.37219025 0.07941463 0.7051265 -0.08413877 0.42322755\n", - " 0.20839317 -0.24337188 -0.6010525 -0.22671314 0.22530922 0.47851133\n", - " -0.28248703 0.05906257 0.45045749 -0.42337738 -0.24927471 0.03338653\n", - " 0.54792339 0.03212206 0.06261677 0.44550476 -0.40594723 0.236484\n", - " -0.28149212 0.2140351 -0.14240043 -0.65001286 0.02281445 0.26263331\n", - " -0.53314987 0.68560234 0.26763169 -0.17408215 -0.00851477 -0.06749086\n", - " -0.46678928 0.34786686 0.04460423 0.3136015 -0.23902282 -0.64501536\n", - " -0.00718297 0.07206266 0.40242055 0.35908457 -0.15703802 0.5410927\n", - " -0.38960665 0.23189536 0.75837092 -0.31672665 -0.06294399 0.1400207\n", - " 0.32151266 -0.28477134 0.14503662 0.61545395 -0.1503109 -0.00798614\n", - " 0.50491887 0.55654508 0.14396952 0.72600545 -0.30207722 -0.33618723\n", - " -0.07468096 0.3381362 0.01298842 0.50554516 0.00235871 -0.45061295\n", - " -0.10178231 -0.20970327 -0.03952964 -0.48951396 -0.43453581 -0.51523201\n", - " -0.06655619 -0.22719001 -0.47391963 -0.14317829 0.24682589 -0.24040886\n", - " 0.07790902 0.37074675 -0.1171952 0.19434769 0.03224805 -0.13838729\n", - " -0.01714072 0.31995355 -0.28098779 0.27922208 0.24479714 -0.14110567\n", - " 0.0200549 -0.16601864 -0.29683215 -0.05229489 -0.57384888 -0.01378759\n", - " 0.30330044 0.60684814 0.20381768 0.1694243 0.31680961 -0.2419584\n", - " -0.88838504 -0.12303999 0.20002368 -0.2960552 -0.44078688 -0.20368378\n", - " -0.41362834 0.09365077 0.04922987 -0.13517131 -0.10786495 -0.30114887\n", - " -0.09017013 0.41428691 0.23518611 0.23118726 -0.13041229 0.50037506\n", - " -0.11268932 -0.44349222 -0.79684994 -0.2827941 0.18298828 -0.20079827\n", - " -0.14342861 -0.11892074 0.12887367 -0.01256279 0.13510762 0.26155859\n", - " -0.14934588 -0.39027627 -0.28258229 0.45909421 0.04076741 -0.50422676\n", - " 0.02925909 0.49552087 -0.00498103 -0.22262144 -0.73084476 0.04671134\n", - " 0.1562467 -0.06131396 0.09078668 -0.53755385 0.05217307 0.16084373\n", - " 0.01875067 -0.19792546 0.58282961 0.2068317 0.06802813 0.14732859\n", - " -0.23322717 0.32100804 0.35597901 -0.1159325 0.10571531 -0.08160209\n", - " -0.15751835 0.51796909 0.34201447 -0.02407015 0.52123095 0.26371478\n", - " 0.29063845 -0.04284867 -0.14137043 0.16946635 -0.43550943 -0.2732498\n", - " -0.52354507 -0.69324451 -0.39411949 0.17795839 0.14775058 0.0138114\n", - " -0.15698101 0.04499956 -0.10296474 -0.03131033 0.16393547 0.70241774\n", - " 0.15373314 -0.3014956 0.11860805 0.00104065 -0.01048369 0.57318467\n", - " -0.4900417 -0.13077491 -0.52300613 0.26681713 0.16404039 0.22318302\n", - " 0.24408207 0.1650353 -0.13675564 0.55678148 -0.34506804 -0.10670612\n", - " -0.11825819 -0.17779923 0.21693641 -0.0779456 0.0870377 -0.77659669\n", - " -0.14397806 -0.2019248 0.60148284 -0.32384929 -0.36830177 -0.38268115\n", - " -0.20076038 0.11793942 -0.23924339 0.35473335 0.10966492 -0.31555872\n", - " 0.25678974 0.43609911 -0.42469539 0.37430052 0.05325131 0.21790814\n", - " -0.37316123 -0.21373107 0.50459644 0.16676141 -0.24169614 0.56162608\n", - " -0.03433478 -0.54498798 -0.15993653 -0.39347974 -0.27742205 0.01205218\n", - " -0.03544377 -0.06992919 -0.51905319 -0.45487751 0.05747166 -0.06184358\n", - " 0.42400123 -0.43746326 0.01097093 0.36400484 -0.54486318 -0.16290704\n", - " 0.06624535 -0.15875355 0.24366814 -0.01455707 -0.15218103 0.68521255\n", - " -0.24171116 0.11697119 -0.14382034 -0.03382665 0.35935749 0.10872826\n", - " 0.42288155 -0.28908015 -0.19060693 -0.11419894 -0.32070181 -0.40753418\n", - " -0.2210347 -0.0063913 0.05500866 -0.36214184 0.62599758 0.1930822\n", - " 0.57175166 -0.72687551 -0.11625608 0.1092858 -0.20950556 0.27644932\n", - " -0.49153369 0.62426712 0.16033359 0.5390668 0.01689115 0.39735806\n", - " 0.07247757 0.06163891 0.48469066 -0.4686998 0.17316671 -0.4579808\n", - " -0.14140645 -0.45598298 -0.47180779 -0.317638 -0.094571 -0.4079802\n", - " 0.46000147 -0.3892562 0.17837223 -0.30435657 0.10338204 0.04464357\n", - " 0.24014853 -0.03923023 0.14532668 0.08450704 0.13344682 -0.22617371\n", - " 0.13811208 -0.21922257 -0.3579841 0.26081493 0.37974866 -0.40033119\n", - " -0.05479773 -0.20279663 0.31954384 -0.06679093 -0.42332077 -0.16401569\n", - " -0.27508616 0.3050529 0.31006794 -0.21256202 0.0274165 0.1184171\n", - " -0.40599737 -0.37696513 0.24597483 0.40386368 -0.43700188 -0.05359127\n", - " -0.04612916 0.14560873 0.49658798 -0.3069261 0.30220038 0.2746117\n", - " 0.41662523 0.30992985 -0.02571445 -0.42518026 0.25899825 0.08708661\n", - " -0.05615207 -0.2201106 1.0115565 -0.24995208 -0.78749504 -0.31832944\n", - " -0.40617783 0.01641903 -0.04231526 -0.4752113 -0.46757676 0.87321555\n", - " -0.05244465 -0.04494542 0.17541383 -0.38769728 -0.09163558 -0.25382898\n", - " -0.20297023 0.09435116 -0.08558657 0.13799749 0.05664962 0.12554849\n", - " 0.33808386 0.01621385 -0.37545887 -0.49372889 -0.03034068 0.07024844\n", - " 0.43705045 0.15530555 -0.02296347 0.34128926 0.46460054 0.34689314\n", - " -0.05312815 0.05805967 -0.28435786 -0.26030911 0.438758 0.15153853\n", - " 0.51413226 -0.71968987 0.1440054 -0.69877648 -0.3762142 -0.75088743\n", - " 0.23204435 -0.21716397 0.0675916 -0.04790055 -0.04596649 -0.27862529\n", - " -0.21658376 0.32088634 -0.35681938 -0.31384204 -0.60722438 0.04110688\n", - " -0.0721504 0.35485296 0.19844938 0.26800037 0.06390775 0.13616274\n", - " 0.37232123 0.17838933 0.27237119 -0.04720464 -0.37553912 -0.42220213\n", - " 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367 -0.14658378\n", - " -0.03848797 0.04955587 -0.03361411 0.04373689 0.53175037 0.37689406\n", - " -0.73325615 0.28055206 0.01269991 -0.091537 0.43765189 0.55133633\n", - " -0.05846386 -0.17755646 0.13514935 0.37187375 0.15063859 -0.24692329\n", - " -0.05429957 0.07335799 -0.2765225 0.19485024 -0.0310186 0.51189477\n", - " 0.2489142 0.29006985 0.24378683 -0.37987685 -0.41793889 -0.43585706\n", - " -0.30083218 -0.16666254 -0.24884954 0.16076563 0.28934135 0.37873824\n", - " 0.72836486 0.48907553 0.09414031 0.65084578 -0.51449183 0.19677627\n", - " -0.39245603 0.04783534 0.38128156 0.1791412 -0.11890563 0.15708258\n", - " -0.07111087 -0.09354228 0.02577365 0.22326971 -0.27037179 -0.01821258\n", - " -0.00501066 0.03915999 0.17643793 -0.19849972 0.44641108 -0.49737552\n", - " 0.14541447 0.69821255 0.13293896 -0.23742195 -0.27619386 0.41154856\n", - " -0.25705269 -0.06165615 -0.07458207 -0.10740228 0.23196386 -0.21974918\n", - " -0.25866125 -0.4251706 0.12123243 -0.36630448 -0.25457987 0.17106763\n", - " 0.06280248 0.37432777 0.22103182 -0.4391393 -0.24189997 -0.10493132\n", - " 0.03101466 -0.21597183 -0.35530987 0.09319087 -0.27040489 -0.16037856\n", - " -0.30251945 0.42964916 -0.07439399 -0.37291482 0.17574554 0.17145902\n", - " 0.31546052 -0.40078156 0.10823114 -0.37589875 -0.20979835 0.07236027\n", - " -0.04604414 -0.0466076 0.08551859 -0.10287972 -0.10194602 0.48083148\n", - " 0.12646153 -0.3832598 -0.14013194 0.16176409 0.59585999 -0.25897537\n", - " 0.27385733 0.69776286 -0.07242023 0.25096193 0.36066507 0.19175464\n", - " 0.30954613 0.1927405 -0.23701208 -0.34515018 0.12579362 -0.37794172\n", - " -0.64323438 -0.38844368 0.48631061 -0.14484988 -0.18241116 0.06312565\n", - " -0.31220683 0.10899 0.37874493 0.21191433 -0.25548522 0.07909711\n", - " 0.30971792 0.07156404 -0.22000536 0.18623378 0.15759424 -0.54370472\n", - " -0.08572594 -0.16493445 -0.27452094 0.07355904 0.71086425 0.55978296\n", - " 0.02241643 -0.27392767 0.74927638 0.30450904 -0.50900657 0.03133969\n", - " 0.15811435 0.30560765 -0.09985616 -0.11860629 0.23120404 0.0070221\n", - " 0.09403297 -0.37938105 -0.81156862 0.21042288 -0.46073189 0.16710886\n", - " 0.14213438 0.16687542 0.17628885 -0.11971253 -0.3261997 0.61720225\n", - " 0.64259625 -0.42698205 -0.51021344 0.47596601 -0.317088 0.24942943\n", - " -0.0503403 0.47327695 0.22364648 -0.29706602 -0.20338964 0.09282843\n", - " -0.14341876 0.21675413 -0.03494114 -0.12615839 0.09469562 0.67676526\n", - " -0.07173933 -0.1081142 -0.13209859 -0.04032914 0.44219701 -0.00944681\n", - " -0.09425838 -0.21692147 -0.12746273 0.04765003 0.52979473 -0.16922091\n", - " -0.0109586 0.19598939 -0.64924793 0.46389083 -0.40119623 0.63133019\n", - " -0.36576038 0.0897985 -0.65151537 -0.16360689 -0.39742472 -0.12404171\n", - " 0.4458309 -0.26375664 0.21953887 -0.15782198 0.00171702 0.43774279\n", - " 0.38856698 -0.27406251 -0.11167347 0.06471646 -0.05200154 0.36637244\n", - " -0.10305272 -0.39409599 -0.33498803 0.43694039 0.32577446]\n", "Found 2384 total galaxies in catalog for cluster 4434\n", - "[ 0.27134204 0.36468315 -0.07190587 ... 0.00815364 0.22759973\n", - " -0.33323614]\n", "Found 2343 total galaxies in catalog for cluster 3939\n", - "[ 0.42748605 -0.32722987 0.45621595 ... -0.02715269 0.01194859\n", - " -0.14176997]\n", "Found 4589 total galaxies in catalog for cluster 6139\n", - "[-0.18902135 0.01427802 -0.1919366 ... 0.24056515 0.06383957\n", - " 0.17788326]\n", "Found 1880 total galaxies in catalog for cluster 4709\n", - "[-0.03385321 0.02844276 0.26535206 ... -0.05748262 -0.2746567\n", - " -0.23447674]\n", "Found 4123 total galaxies in catalog for cluster 7121\n", - "[ 0.34338639 -0.2090535 0.2207358 ... -0.11123612 -0.19040646\n", - " 0.2689072 ]\n", "Found 3492 total galaxies in catalog for cluster 8547\n", - "[ 0.30614401 0.18860074 -0.23020149 ... -0.07828026 -0.13924719\n", - " 0.21569544]\n", "Found 1273 total galaxies in catalog for cluster 8685\n", - "[ 0.1444373 -0.78604155 0.06539517 ... 0.39745233 -0.19683878\n", - " 0.27066223]\n", "Found 965 total galaxies in catalog for cluster 8995\n", - "[ 1.67735411e-01 4.74812198e-01 1.05289831e-01 -4.91114717e-01\n", - " -3.34904473e-01 1.05393596e-01 -2.71907948e-01 -1.08170721e-01\n", - " -1.65165234e-01 3.89356012e-01 -1.97486869e-01 -2.82337239e-01\n", - " 2.01692167e-01 -2.47208073e-01 -1.25973772e-01 -2.74804115e-01\n", - " -2.38765006e-01 -3.74207591e-01 3.76253117e-01 -1.37261083e-01\n", - " -5.12141706e-02 -5.02286113e-02 -3.33287381e-01 1.70819974e-01\n", - " -1.62843489e-01 6.11920210e-01 -7.97957193e-01 -2.81145852e-01\n", - " -1.13103990e-02 -1.98458356e-01 3.28052872e-01 4.56181615e-03\n", - " -4.27990285e-01 3.70763996e-02 1.73029164e-01 5.51039093e-02\n", - " -3.41673977e-01 5.36114124e-01 1.86527789e-01 -9.35694074e-02\n", - " 5.16848439e-01 3.68513287e-01 -3.51195856e-01 1.57752846e-01\n", - " 1.08608722e-01 -2.69211351e-01 1.09081737e-01 -4.53407338e-02\n", - " 2.14739679e-01 2.27662840e-01 2.55264923e-01 3.18772096e-01\n", - " -1.81668311e-01 -2.88508386e-01 -2.76251825e-02 2.87674651e-01\n", - " -2.03539821e-01 -1.89061256e-01 8.20314325e-02 -2.19536447e-01\n", - " 3.70784626e-01 2.31465553e-01 4.60019299e-01 8.90088948e-02\n", - " 5.46540494e-01 5.74247175e-01 3.84369602e-01 -8.63134087e-02\n", - " -1.08777773e-02 4.26838563e-01 2.38650930e-01 1.65679198e-01\n", - " 6.40486901e-01 6.86856387e-01 2.16591935e-01 -2.84646675e-01\n", - " -2.86024906e-01 -1.76046582e-01 5.45234465e-01 3.15571541e-01\n", - " -2.19318030e-01 -2.42776051e-01 1.77906241e-01 -3.06168867e-01\n", - " -1.66881857e-01 2.14177105e-01 -2.82651172e-02 -1.30081021e-01\n", - " -2.38739078e-01 8.80745404e-02 -2.13332371e-02 1.59488223e-01\n", - " -3.65069664e-01 -8.00177468e-02 -2.52008158e-01 -2.82647269e-01\n", - " -8.27488576e-02 2.64491194e-01 -2.57672812e-02 1.32573229e-01\n", - " -4.97361867e-04 1.11273682e-01 -1.06077082e-01 3.11964110e-01\n", - " -1.29781836e-01 3.54039903e-01 2.45284793e-02 -2.80176837e-01\n", - " 2.61157047e-01 -3.10159569e-01 6.26419465e-02 -4.38559101e-02\n", - " 4.47337532e-01 -6.12723373e-01 1.04683315e-01 1.56310049e-02\n", - " -1.80791497e-01 2.00705796e-01 1.04276493e-01 -4.63903987e-01\n", - " -3.16998507e-01 4.79942489e-02 3.71461689e-01 2.77280223e-01\n", - " -2.26947799e-01 4.62694357e-02 -2.02117633e-01 -2.63899430e-02\n", - " 5.83925794e-01 3.83470568e-01 -3.63814339e-01 9.99813206e-02\n", - " 2.34976805e-01 7.71776926e-02 -4.67197903e-02 -1.90905232e-01\n", - " 2.99136670e-01 -2.18971246e-01 3.69490922e-01 4.34002233e-01\n", - " 1.26640399e-02 -3.11477061e-01 3.39702338e-01 1.49637444e-01\n", - " -7.46676138e-02 -5.09044084e-02 1.91459892e-01 -2.00544920e-01\n", - " -8.61147396e-01 -9.50691493e-01 3.50225750e-01 1.26781825e-01\n", - " 2.26466605e-01 8.24578024e-02 1.29116247e-01 2.10174266e-02\n", - " -4.36372669e-02 -1.62526266e-01 3.94057531e-01 1.73256385e-01\n", - " -3.08485718e-01 4.76336520e-01 3.59501139e-01 4.97079084e-01\n", - " -3.80492203e-02 2.44294229e-01 -8.93878418e-02 -4.51435158e-01\n", - " 8.83528234e-01 -4.15690189e-01 -2.82183214e-01 -1.71532401e-01\n", - " -1.10136861e-01 -5.73260830e-01 -2.72053772e-01 -1.87810663e-02\n", - " 6.46950676e-01 2.07353794e-01 -6.21894475e-02 -1.60454720e-01\n", - " 2.17013669e-01 -4.71735175e-01 4.31698968e-01 -3.91587201e-02\n", - " 2.23325622e-02 1.97086379e-01 -3.36873755e-01 -2.48529341e-02\n", - " 4.17326585e-02 2.65790277e-01 1.39596704e-01 5.19784882e-02\n", - " 1.88030229e-01 -1.05333894e-02 -3.57093556e-01 1.53059032e-02\n", - " -4.56548525e-01 2.03284606e-01 -3.14005800e-02 3.04966777e-01\n", - " 4.39851473e-01 -3.97029630e-02 -9.47545011e-02 -9.97695892e-03\n", - " -3.18042898e-01 -1.24890571e-02 2.27846140e-01 -1.65136630e-01\n", - " -6.29862194e-02 -1.34495238e-01 -5.67394582e-01 -9.57166178e-02\n", - " 2.54862174e-02 -2.08575184e-01 -2.62118984e-01 -2.36128336e-01\n", - " -7.06663993e-01 -5.00471594e-02 -4.48096294e-01 -6.63556847e-01\n", - " 2.81266073e-01 -4.07773607e-01 -3.31345769e-01 3.21205804e-02\n", - " 2.98955589e-01 -2.75256518e-01 5.19580744e-02 4.18425357e-01\n", - " -3.18258950e-01 1.87569757e-01 3.50070904e-01 -5.16234341e-01\n", - " 6.43355035e-01 3.32959232e-01 -3.46710490e-01 1.15383888e-01\n", - " -4.69817841e-01 1.83777601e-01 -1.92144641e-01 -2.33574029e-01\n", - " 3.04679606e-02 -2.18173204e-02 1.52548614e-01 -1.50226808e-01\n", - " -2.48880079e-01 -2.48979190e-01 -1.16490434e-01 1.27203378e-01\n", - " 1.32975205e-01 2.85229096e-01 2.49732719e-01 1.67546963e-01\n", - " 8.66544538e-02 -8.06371147e-02 9.07039814e-03 -6.86324473e-01\n", - " -3.68859364e-01 2.09793226e-01 -4.83123441e-01 6.90636635e-03\n", - " 2.22332679e-02 5.30155595e-01 2.93387216e-01 3.08158963e-01\n", - " -5.94725139e-02 1.54429311e-01 -2.07135498e-02 1.72508614e-01\n", - " 3.37105899e-01 3.93140841e-01 3.18528667e-01 -2.43539032e-01\n", - " -4.38059031e-02 5.29473798e-02 -4.28473357e-01 -4.63647114e-03\n", - " -2.01389212e-01 3.81183423e-01 -2.58114033e-01 6.82523743e-02\n", - " 2.73813533e-01 -8.74786547e-02 -2.32355341e-01 2.41309631e-01\n", - " 1.57939499e-01 -2.47388816e-01 6.20593426e-01 -4.43948567e-01\n", - " 3.35273714e-02 1.03832444e-02 -1.46471606e-01 3.48379012e-01\n", - " 2.08679208e-01 -8.69991061e-01 2.46532614e-01 -1.47650212e-01\n", - " -4.06214940e-01 -5.41776156e-01 -8.59903693e-01 -1.93465387e-01\n", - " -4.07280182e-01 2.49057954e-01 7.19695685e-02 3.21329709e-01\n", - " 8.70756802e-02 -6.05784780e-01 -5.80914253e-01 1.64104998e-01\n", - " 3.51007649e-02 -1.05904617e-01 2.82875511e-01 1.09842097e-01\n", - " 1.41742674e-02 2.70568626e-01 3.87612654e-01 -3.76266087e-01\n", - " -2.14580427e-01 -4.36547887e-01 -3.63049533e-01 -4.93054753e-01\n", - " -1.73737327e-01 -1.02149144e-01 -2.75468214e-01 -9.18392944e-02\n", - " 3.83905925e-01 2.63163363e-02 -9.04354870e-02 -2.40697865e-01\n", - " -3.85357393e-02 -1.12494450e-02 4.48227609e-02 4.64721540e-01\n", - " 2.41973515e-01 3.83040140e-01 3.17815075e-01 1.04276286e-01\n", - " -2.17184020e-01 9.00956200e-02 2.09990198e-01 1.69352099e-01\n", - " 4.02447246e-01 5.98366103e-01 -2.22450489e-01 2.35311999e-01\n", - " -1.19704827e-01 -2.59624598e-01 1.54483458e-01 -6.80722903e-03\n", - " 1.90023768e-01 3.38138450e-01 1.60160100e-01 -2.69189229e-01\n", - " -1.10669386e-02 -3.92334575e-01 3.24979447e-01 2.01629262e-01\n", - " 1.95600666e-01 -6.82551691e-01 2.41493926e-02 1.55257895e-01\n", - " -1.12695523e-01 1.60383911e-01 1.17643489e-01 -2.31450377e-02\n", - " 2.72201922e-01 1.12239998e-01 -2.30094325e-01 6.28969227e-02\n", - " 5.58713417e-01 3.45079975e-01 2.87915346e-02 2.37907660e-01\n", - " 3.73434575e-01 -4.84986450e-01 1.69201355e-01 1.17349943e-02\n", - " -9.54136992e-01 1.25275949e-01 1.54125055e-01 -1.30523499e-01\n", - " -1.57048086e-01 1.08505481e-01 -4.53824840e-01 -8.61850582e-02\n", - " -5.61290533e-02 -7.21406421e-02 3.00962850e-01 2.07594994e-01\n", - " 1.07134240e-01 -9.93354672e-02 3.90559685e-01 7.39371176e-01\n", - " 3.55941445e-01 5.11754037e-01 2.43717548e-01 2.57672729e-01\n", - " 2.58677034e-01 8.29151013e-02 4.95294310e-01 -3.76550271e-01\n", - " -2.34273679e-02 -3.08108638e-01 -1.30908271e-01 1.54738085e-01\n", - " -1.24818699e-01 -5.32256527e-01 -1.46298681e-02 -4.05286398e-01\n", - " -2.94786264e-01 -3.07256443e-01 -7.84906241e-02 4.14634055e-01\n", - " -1.98545206e-01 -6.59380555e-02 1.05577749e-02 -3.55281115e-02\n", - " -9.76324801e-02 -2.41475685e-01 2.80299069e-01 7.97000007e-02\n", - " -2.17256146e-02 -3.03058106e-01 -2.99118470e-01 -1.16474749e-01\n", - " -2.09005688e-01 -1.92870057e-02 -1.76114069e-01 3.28860780e-01\n", - " 1.77805372e-01 2.41090918e-01 -3.27063183e-01 4.29822177e-01\n", - " -3.79907635e-01 7.51868310e-02 -3.53220137e-01 -4.02327708e-01\n", - " -2.65197876e-01 -1.65815424e-01 -3.44229437e-01 5.52870609e-01\n", - " -2.02182974e-01 -3.90629547e-01 -1.45327584e-03 2.51068971e-01\n", - " -5.65026134e-01 -3.12049727e-01 1.13088817e-01 8.93813118e-02\n", - " 1.53710585e-01 -3.88470732e-02 -2.06150221e-01 -2.29974836e-01\n", - " 3.22372199e-01 -6.23464253e-02 5.69687752e-01 -8.52849803e-02\n", - " -3.18273588e-01 -5.27011191e-01 -1.94724909e-01 -5.36225739e-01\n", - " -9.87306311e-02 2.72419132e-01 -9.61379909e-02 4.62725270e-01\n", - " 1.63131031e-02 -3.89079262e-01 2.86616649e-01 7.25160228e-01\n", - " 1.86931409e-01 -1.16212571e-01 1.90790137e-01 -4.86770903e-01\n", - " -1.13732595e-01 4.38675672e-01 3.35410986e-01 4.78249982e-01\n", - " 1.43148987e-01 -3.17095362e-01 2.30372691e-01 -1.25835031e-01\n", - " -3.36777718e-01 5.61165000e-01 3.19007317e-01 1.06109567e-01\n", - " 1.64085561e-01 4.87646433e-03 -1.21397623e-01 -3.07417463e-01\n", - " 4.45203329e-01 2.36791276e-02 -5.41666851e-01 -4.20124014e-02\n", - " 1.11281421e-01 -3.43654385e-01 1.58612076e-01 -6.32979220e-02\n", - " -2.78009013e-01 -6.28139722e-02 1.03954374e-02 1.51957080e-01\n", - " -4.70842357e-01 -3.15001411e-02 -3.83562691e-01 -1.42533124e-01\n", - " 4.05715110e-01 8.24525578e-02 4.29729918e-01 -1.24977205e-01\n", - " 2.04030112e-01 -4.41978072e-02 2.37859877e-01 8.24478614e-02\n", - " -2.35943124e-01 7.73947399e-01 -2.36636603e-01 -6.84217737e-02\n", - " -6.62605635e-03 2.77686450e-01 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2.36248951e-01\n", - " 1.85859042e-01 -9.01926640e-01 -3.30030718e-01 -3.10672001e-01\n", - " 9.39100511e-02 1.80487052e-01 4.52824784e-01 -1.97201384e-01\n", - " 3.46993280e-01 4.49759978e-01 3.58345880e-01 -4.52703949e-01\n", - " -1.75563264e-01 -1.96570662e-01 3.05411193e-02 1.38725605e-02\n", - " 9.68609057e-02 1.40889649e-01 2.37262281e-01 -5.66819792e-01\n", - " 1.60064247e-01 -7.88933734e-01 -7.96125285e-01 1.62798466e-01\n", - " 1.50963530e-02 3.20924736e-01 -5.25581159e-01 6.08245626e-02\n", - " -2.21144484e-01 -3.08262680e-01 -1.34432881e-01 -1.66364202e-01\n", - " -2.48232743e-01 -3.57129981e-01 2.25585931e-01 5.05140730e-01\n", - " -4.38378200e-01 -2.70601189e-02 -2.10412651e-01 2.10071864e-02\n", - " 1.86468377e-01 3.16099348e-01 -1.17617081e-02 4.07782409e-02\n", - " 6.37813208e-01 -3.56676292e-01 -7.81279001e-02 -3.02505086e-01\n", - " 2.72889592e-01 2.00206967e-01 -2.59360607e-01 3.49405874e-01\n", - " -4.83053290e-01 3.66089803e-01 3.46511923e-02 -1.45366174e-01\n", - 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2.60628786e-01 3.12604223e-01 3.15840522e-01\n", - " 2.14409040e-01 9.65651511e-03 3.28768116e-01 3.08214368e-01\n", - " -6.57808372e-01 -3.19903238e-01 -9.72567226e-02 1.40339754e-01\n", - " -2.11068916e-01 1.85389930e-01 3.26050560e-01 -9.21479398e-02\n", - " -1.63887495e-01 3.28029950e-01 -6.90162949e-01 7.84596981e-01\n", - " 6.09175129e-01 5.01872844e-01 -3.62788791e-02 -2.46329993e-01\n", - " 1.52619521e-01 3.01248179e-01 1.13569468e-01 3.86053183e-01\n", - " -1.33943736e-01 5.82995247e-01 -4.68070044e-02 3.17727466e-01\n", - " 2.96817179e-01 6.24768233e-03 -5.55987293e-01 -3.86765525e-01\n", - " 5.01816319e-01 -4.61746573e-02 3.15771444e-01 3.05675987e-01\n", - " 4.23229369e-01 -3.85738151e-02 -1.31752278e-01 -3.07210501e-01\n", - " 2.48830452e-01 3.45276406e-01 6.98203619e-01 2.25026584e-01\n", - " 2.68344247e-01 1.95374051e-01 -5.83810212e-01 2.30976716e-01\n", - " -1.38193974e-03 2.10758699e-02 -1.63107768e-01 -2.25679042e-01\n", - " -4.17895580e-01 5.58679511e-02 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- " 1.20933331e-01 -1.12282378e-01 -3.45432008e-01 1.98496577e-01\n", - " 1.17976205e-01 -5.98581405e-01 4.83673030e-01 -3.03995310e-01\n", - " 9.52821387e-02 4.83755687e-01 -1.59714277e-01 -3.03969731e-01\n", - " -1.46111160e-01 2.33843566e-01 -3.90228161e-01 -2.91453363e-01\n", - " -3.47088163e-01 -2.27239535e-01 4.86916787e-02 -1.93756153e-02\n", - " 3.58710249e-01 -1.48393007e-01 3.03415714e-02 -6.27281157e-02\n", - " -2.68148555e-01 5.59344380e-02 4.51234681e-01 2.71602027e-01\n", - " 1.77759678e-01 8.89288862e-01 4.77351762e-01 -5.19547780e-01\n", - " 2.02383641e-01 -4.04915550e-02 4.53061493e-01 1.71171605e-02\n", - " -1.62238158e-01 2.97203020e-01 4.22013355e-01 9.92990375e-02\n", - " 4.55594602e-01 -2.27259484e-01 3.95980585e-01 -3.73950369e-01\n", - " -9.47559477e-02 1.00448520e-01 5.34005549e-01 6.16904325e-01\n", - " -9.51524658e-02 3.65739241e-01 2.88293223e-01 -7.60864100e-02\n", - " 2.63163880e-01 5.24392665e-01 2.44971327e-01 -6.54118446e-01\n", - " -4.67309214e-02 -1.79379069e-01 -8.06544746e-01 1.25637103e-01\n", - " 6.79575102e-03 -4.89369198e-01 4.77185926e-01 -4.57267111e-01\n", - " -1.85276005e-01 2.83132625e-01 5.18393307e-01 -1.48984464e-01\n", - " -2.83684688e-01 1.57907959e-01 -2.05136890e-01 -9.31138964e-02\n", - " 2.60864508e-01 1.20772740e-02 9.51411001e-02 -6.50405852e-01\n", - " 4.72701599e-01 -1.49399754e-01 -2.58855180e-01 -3.57869741e-01\n", - " -2.84689330e-01 -4.75673586e-02 -3.27153270e-02 -1.31215527e-01\n", - " -1.06190087e-01 -3.56486853e-01 2.26018927e-02 -5.70611920e-03\n", - " -7.60134474e-02 2.08974024e-01 1.33053473e-01 -1.23118907e-01\n", - " 4.01599579e-02 -5.54569774e-02 2.65926987e-01 4.79736231e-01\n", - " -2.23639553e-01 6.79203311e-01 2.16631154e-01 -2.40383484e-01\n", - " -3.44826994e-01 -5.46990430e-01 -4.01361463e-01 -4.04041013e-01\n", - " 4.20398994e-02]\n", "Found 3825 total galaxies in catalog for cluster 7698\n", - "[ 0.28167431 -0.12278095 0.02519992 ... 0.32263902 -0.19401332\n", - " 0.31214739]\n", "Found 6639 total galaxies in catalog for cluster 10999\n", - "[-0.46873341 -0.58622857 0.2173974 ... 0.18868981 0.13158685\n", - " 0.21428358]\n", "Found 825 total galaxies in catalog for cluster 9029\n", - "[ 3.47555582e-01 -4.27166442e-01 -4.40180151e-02 7.61772517e-02\n", - " 3.57191938e-01 1.92918999e-01 2.48712360e-02 4.93038023e-02\n", - " -6.45314927e-01 1.69417202e-02 -4.13860710e-02 1.52610387e-01\n", - " -8.37612618e-02 6.70876685e-01 1.25598467e-01 3.74290184e-02\n", - " -1.74784650e-02 4.62239744e-02 1.22731553e-01 7.31884250e-01\n", - " -1.72242860e-01 5.10156368e-01 -4.69380588e-01 -1.05177878e-01\n", - " -7.26563677e-01 2.25144338e-01 4.23380005e-01 -5.06152158e-01\n", - " 3.87931021e-01 -1.49505130e-01 -2.16288241e-01 -2.00855163e-01\n", - " 1.06199901e-01 -5.57500884e-01 5.78260696e-01 -2.42003838e-02\n", - " -1.62261239e-03 2.86811506e-01 2.55733016e-01 9.51132749e-02\n", - " 1.72051494e-01 -9.64432174e-02 1.42397947e-01 -2.33094847e-01\n", - " 1.17835430e-02 4.45595882e-01 1.84719181e-01 -2.20636343e-01\n", - " 1.29734484e-01 -2.37116577e-01 7.19451455e-02 -1.92441951e-01\n", - " -1.83372682e-01 -1.38012746e-02 -1.05157515e-01 -1.05255804e-01\n", - " 1.47128804e-02 6.52087388e-01 3.68015955e-01 -1.16131849e-01\n", - " 1.60466762e-01 6.49637832e-01 -2.85828309e-01 -2.48491075e-01\n", - " 2.93088236e-01 1.91548569e-02 -5.99422038e-02 -1.39185924e-01\n", - " 5.33750085e-02 -3.76533712e-01 -2.04084022e-02 1.58356178e-01\n", - " 1.78736621e-02 -3.60137821e-02 6.32010098e-01 1.02547208e-01\n", - " -4.02762810e-02 6.43826094e-02 -3.17681300e-01 5.71158895e-01\n", - " 1.90162264e-01 -6.79899232e-02 2.01292193e-01 -9.10755661e-02\n", - " 2.90996202e-01 -2.07850824e-02 3.03057155e-01 -1.67713734e-01\n", - " 1.09156347e-01 4.53903977e-01 -5.57661056e-01 2.05647984e-01\n", - " -2.74489324e-01 -2.24104866e-01 4.14687756e-01 2.33066630e-01\n", - " 7.24413702e-02 -2.93990455e-01 -3.85478057e-01 4.53268340e-01\n", - " -4.17373161e-01 -1.78004694e-01 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4.76441767e-01 -1.76642573e-01 -1.61404734e-01\n", - " 5.89465263e-01 4.39386398e-01 1.74372487e-01 7.06683965e-02\n", - " -5.02197995e-01 -4.64213962e-02 -1.88867968e-01 2.91443056e-01\n", - " 3.12781416e-01 -3.92920433e-01 2.87368053e-02 3.34809734e-01\n", - " 2.64390201e-01 1.06046671e-01 3.55410213e-01 -2.30336627e-01\n", - " -2.53130967e-01 -2.12628615e-02 4.33886774e-01 1.77330317e-01\n", - " -2.19137541e-01 1.18600792e-03 4.81738714e-01 -2.37178863e-01\n", - " 5.31849392e-01 1.18961543e-01 1.46359293e-01 -2.00906190e-01\n", - " -2.29544399e-01 -6.95933391e-02 8.07287722e-02 -9.36608659e-02\n", - " 8.38094926e-02 -1.41930764e-01 3.30681394e-01 -5.27409977e-01\n", - " -4.47858882e-01 2.01971101e-01 1.17502818e-01 -4.89176466e-01\n", - " 1.93892519e-01 -8.35455405e-02 6.31298169e-01 4.09794770e-01\n", - " 4.40723038e-03 4.11857039e-01 -1.57652199e-01 -9.81181578e-01\n", - " 7.39914639e-01 -2.45388594e-01 2.33810873e-01 1.86026453e-01\n", - " -6.22723067e-01 -6.16810477e-01 5.59077559e-02 7.97023586e-01\n", - " 2.80018200e-01 -3.86512726e-02 -1.21404244e-01 4.24492247e-01\n", - " 2.10567064e-01 -1.95129882e-01 4.67397924e-01 -4.27435842e-02\n", - " -1.37456311e-01 -3.80053501e-02 -1.71656099e-01 6.96847372e-01\n", - " -1.22874617e-01 1.45892194e-01 -2.00129048e-01 -4.43459876e-01\n", - " 4.96943288e-02 1.59889467e-01 3.63514656e-01 -4.32602784e-01\n", - " 4.92489483e-01 8.83356685e-02 -2.41948800e-01 -2.97769917e-01\n", - " -3.61149009e-01 -1.58785227e-02 2.00013061e-01 1.09026337e-01\n", - " -3.59361501e-02 1.19164215e-01 3.49667297e-01 3.58353178e-02\n", - " 2.88222357e-01 1.28723667e-01 -4.99638803e-02 -4.18241231e-02\n", - " 3.75580851e-01 1.86788576e-01 -2.99744452e-01 -5.23542046e-02\n", - " 2.38100166e-01 1.00970752e-02 -4.29401566e-01 2.24280773e-01\n", - " 3.79324662e-01 -2.72174372e-02 -1.01310513e-01 -3.97415780e-01\n", - " -1.04808691e-01 -2.68127291e-01 -1.70005395e-01 -3.24136749e-01\n", - " 2.28728751e-01 4.37929254e-02 -1.74189700e-01 5.53721920e-02\n", - " -4.15685304e-01 -6.61879229e-01 -2.96617046e-02 6.25411188e-01\n", - " -6.35462713e-03 1.93930054e-01 7.33597460e-02 -2.69471112e-01\n", - " 4.41897142e-01 -4.76988971e-02 7.99761405e-02 5.13621798e-02\n", - " 2.38034419e-02 3.89994801e-01 -1.84342369e-01 2.39745652e-01\n", - " -6.15469213e-01 5.34694043e-01 1.16787350e-02 7.84430118e-01\n", - " 1.86545650e-01 -6.64954295e-02 -9.44291411e-01 2.01881683e-01\n", - " 5.01964029e-01 -4.82644361e-01 -2.91995175e-01 1.64620138e-01\n", - " -2.58179138e-01 9.84825313e-02 3.32375728e-01 2.37610452e-01\n", - " -1.20591043e-01 1.62508437e-02 -7.59802895e-02 -2.93419184e-01\n", - " -2.91265480e-02 5.08725783e-02 -3.66451992e-01 -4.06150114e-01\n", - " -5.78053213e-02 5.95774750e-02 -3.80518771e-01 -1.60286504e-01\n", - " 1.25884259e-01 -2.92094585e-01 6.49729970e-02 1.05918589e-02\n", - " -3.26913968e-01 -1.52939338e-01 3.48179842e-02 -2.14374454e-01\n", - " -3.94903051e-01 -6.89100208e-01 -1.62053276e-01 -8.40230649e-02\n", - " -2.86055087e-01 -1.56999343e-01 -2.39062734e-01 -9.97385410e-02\n", - " -5.26972270e-01 3.06280237e-01 -2.34862571e-02 -1.70384338e-01\n", - " 3.85263266e-02 -9.20845310e-02 3.00294105e-01 3.70398161e-01\n", - " -3.49810095e-02 5.37747089e-02 3.05801367e-01 4.17998729e-02\n", - " -1.40231135e-01 -5.32885042e-01 1.76529313e-01 -5.39931554e-02\n", - " -6.91612874e-01 1.48671825e-01 4.09979072e-01 -5.68138740e-01\n", - " 5.10021195e-01 1.80048345e-01 4.31271375e-01 3.54595603e-01\n", - " -5.58351845e-01 -3.27433551e-01 -8.44585023e-02 -3.24923384e-01\n", - " 3.21913949e-01 -2.30165806e-01 -6.24065540e-01 1.89868892e-01\n", - " 6.61643625e-01 -6.86541919e-02 -1.49178469e-01 -9.73483405e-02\n", - " 3.50181599e-01 7.73163118e-02 1.19592462e-01 -3.71580825e-01\n", - " 3.10530120e-01 -3.09221480e-02 1.55374830e-01 3.63531259e-01\n", - " -2.70013621e-01 1.16541386e-01 -3.01372355e-01 -2.53031577e-02\n", - " 2.78172553e-01 1.27727098e-01 6.02846538e-01 -2.98019758e-01\n", - " -1.78227268e-02 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3.56571502e-01 -1.89308254e-01\n", - " -3.08862801e-01 7.22911848e-01 -5.33045760e-01 -3.01539749e-01\n", - " -2.55782143e-01 5.54151355e-01 3.45419453e-01 1.68374278e-01\n", - " 1.12057580e-02 -4.69314458e-01 1.88621892e-01 4.42102130e-01\n", - " 2.03948316e-01 -2.83988951e-01 5.55001943e-01 5.51562340e-01\n", - " -8.15029530e-02 -8.03180476e-01 -5.98538067e-01 1.80550467e-01\n", - " -3.57778874e-01 -6.53895653e-01 1.51779907e-01 -1.91332232e-01\n", - " -4.79293391e-03 5.06628694e-03 -2.34497412e-01 2.38219018e-01\n", - " -7.21630732e-01 4.32887759e-01 -2.37747769e-01 -1.39775356e-01\n", - " 4.08474106e-01 2.41492902e-01 -6.97883299e-02 -4.55783533e-02\n", - " -4.17340905e-01 -7.88811106e-02 2.96968092e-01 -3.45716594e-02\n", - " 1.15080715e-01 -5.26629036e-01 7.88578472e-04 1.92762476e-01\n", - " 2.11396652e-01 -3.77559319e-02 -5.66788156e-01 -6.07904490e-02\n", - " 7.18739916e-02 3.04117555e-01 3.06851580e-01 -5.57684126e-01\n", - " -2.45527865e-01 3.57084794e-01 -1.54249404e-01 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-1.77815699e-01\n", - " -3.56104322e-01 1.23174357e-01 2.37077990e-01 3.45435536e-01\n", - " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", - " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", - " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", - " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", - " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", - " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", - " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", - " 2.15040365e-01 -2.34448201e-01 -1.07617714e-01 -3.47731079e-02\n", - " 5.06018595e-01 -2.11127871e-01 -1.15676847e-01 -4.82762255e-01\n", - " 8.97443206e-02 2.73606483e-01 -1.20962695e-01 -4.05863975e-01\n", - " 3.49338539e-01 3.02930902e-01 1.95592302e-01 -1.01607911e-01\n", - " 8.66495572e-02 -3.52617755e-01 -2.17308396e-01 1.49310404e-01\n", - " 5.40482797e-01 1.02148560e-01 -2.98040772e-01 7.24516983e-01\n", - " -2.63083828e-01 4.19480852e-01 2.13964556e-02 2.25236053e-01\n", - " 2.79928140e-01 -8.33573495e-02 2.99391130e-01 -3.60134339e-01\n", - " 1.95560597e-01 5.16679399e-01 1.22654385e-01 -2.47236627e-01\n", - " -9.20237527e-02 -6.42795672e-01 9.24697146e-02 -4.41475383e-01\n", - " 7.97829943e-01 7.59651097e-02 -5.09166463e-01 2.13837717e-01\n", - " -2.32478001e-01 -2.88470512e-01 -1.67085231e-01 -6.37889354e-01\n", - " -4.92501583e-01 1.07631899e-02 9.35109345e-02 -4.92878398e-01\n", - " -2.22395487e-02 1.97407687e-01 4.44801273e-01 -4.56590309e-01\n", - " -1.21305481e-01 2.60257724e-01 4.01241031e-01 5.92750278e-01\n", - " 5.05908731e-01 1.94652895e-01 1.33434463e-01 4.11270730e-01\n", - " -1.93693251e-01]\n", "Found 1450 total galaxies in catalog for cluster 9429\n", - "[-0.1197949 0.24583967 -0.39309285 ... -0.20835101 -0.24890121\n", - " 0.07124926]\n", "Found 2711 total galaxies in catalog for cluster 10146\n", - "[ 0.43168736 0.78022854 -0.09105497 ... 0.18863975 -0.23954712\n", - " -0.31784094]\n", "Found 3569 total galaxies in catalog for cluster 14476\n", - "[ 0.13796093 0.05821609 0.20774436 ... -0.32809431 0.07547414\n", - " -0.20172479]\n", "Found 434 total galaxies in catalog for cluster 8395\n", - "[ 3.78882242e-01 7.80001294e-02 1.14037627e-01 7.81168900e-01\n", - " 1.13064029e-01 -9.67281160e-02 -3.86290355e-01 -1.69327317e-01\n", - " 2.61740025e-01 6.18025005e-01 4.13991215e-02 -5.13153183e-01\n", - " -7.16254714e-02 3.47968367e-01 2.86891544e-01 -4.73706126e-02\n", - " -3.25071511e-02 7.97117071e-02 1.60257278e-01 -4.41912283e-01\n", - " -1.73684005e-01 1.14559758e-01 4.46949469e-01 1.32010375e-01\n", - " 8.25090671e-01 2.27047625e-01 1.60014258e-01 -3.50313119e-01\n", - " -1.71605695e-01 -4.40567464e-01 -2.83609628e-02 -1.74677828e-01\n", - " 2.44561922e-01 -1.38791039e-02 5.18782704e-01 2.96642335e-01\n", - " -4.47282156e-01 5.26774821e-01 -6.95255598e-03 4.22910452e-01\n", - " -3.11623684e-01 8.70371378e-02 -1.42831187e-01 -3.04504255e-01\n", - " 8.85336261e-01 4.53913197e-01 1.85501304e-01 1.94944244e-01\n", - " 1.98606697e-01 -2.06448001e-02 -3.81160964e-01 1.53030732e-01\n", - " -1.33285696e-01 -4.26262596e-01 -9.12725759e-02 2.43053162e-02\n", - " 1.38858970e-01 -9.71074463e-02 -5.69731235e-01 -2.78866599e-01\n", - " 1.20773145e-01 1.09557247e-01 -5.35562422e-02 -1.26807794e-01\n", - " -4.83960970e-01 2.22001489e-01 3.00643018e-01 -3.24029089e-01\n", - " 5.31231184e-01 -4.58677732e-01 -1.23281349e-01 -2.49854008e-01\n", - " -4.23601060e-01 -2.46916847e-01 -5.41710227e-02 -2.91190211e-01\n", - " -5.47243357e-01 -5.03602774e-01 -5.02606203e-01 5.94656435e-02\n", - " -5.13102200e-01 4.85604225e-01 -4.66903365e-01 3.91776926e-01\n", - " 6.02393651e-01 6.27969222e-01 4.41223177e-01 2.15523155e-02\n", - " -1.74695814e-01 3.11616504e-01 2.07954807e-01 -6.23727334e-01\n", - " 3.68929605e-01 4.16105962e-01 5.79596682e-01 -4.81394754e-01\n", - " -5.92663823e-02 1.77719276e-01 -6.41550435e-02 2.00352127e-01\n", - " 9.88519590e-02 1.47166757e-01 2.05496173e-01 1.80545866e-01\n", - " 1.22598584e-01 -3.24061676e-03 1.64677493e-01 -1.92843333e-01\n", - " -1.47700713e-01 -1.01509373e-01 -4.64487669e-02 8.05794861e-03\n", - " 1.65563187e-01 -1.16472183e-01 1.55097317e-01 -1.85976225e-01\n", - " -4.53880319e-01 -1.38274140e-01 -1.66413092e-01 6.83332334e-01\n", - " -3.19041752e-01 -1.93150526e-01 -4.49591067e-01 1.37819396e-01\n", - " -1.24220150e-01 -5.18090032e-01 6.54941976e-02 -1.42255182e-01\n", - " -2.38536691e-01 4.91408862e-01 1.70082304e-02 2.03426574e-03\n", - " -1.81609385e-01 -1.47441371e-01 -4.56984687e-01 -4.98437699e-01\n", - " -6.87273072e-03 1.55987181e-01 4.53404227e-01 2.14031988e-01\n", - " 4.93782894e-01 2.94432909e-01 -2.09978128e-01 -2.61391206e-01\n", - " -8.42933315e-02 -3.75146413e-01 -3.95143941e-01 8.66337077e-02\n", - " -7.07425652e-01 2.89582189e-01 -6.49769676e-02 4.14992683e-01\n", - " -5.88754226e-02 -2.20063268e-02 2.15914058e-01 9.47190736e-02\n", - " -7.47065694e-02 -5.32864218e-01 -3.96978260e-01 -6.23240821e-02\n", - " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", - " 3.36354070e-01 -3.71987911e-01 2.96556671e-01 2.11632910e-01\n", - " -1.87893633e-01 8.62421226e-03 4.75090762e-02 -6.63157674e-03\n", - " 2.41318245e-01 2.63436705e-01 2.40979112e-01 -2.91427339e-01\n", - " -3.59386856e-01 2.27080882e-02 -3.92695920e-02 1.12747765e-01\n", - " -1.33737466e-01 -2.13133991e-01 9.30954183e-02 -1.22560405e-02\n", - " 3.05396484e-01 3.68503910e-01 2.59638763e-01 -3.37013430e-01\n", - " 1.68033283e-01 -3.46463734e-01 -2.82381850e-01 3.69113956e-01\n", - " -1.20311428e-01 2.01048396e-01 -1.14537153e-01 -2.22166595e-01\n", - " 3.63923329e-01 4.96311347e-01 -8.03667618e-02 1.19426042e-01\n", - " 2.56389971e-01 9.85074940e-03 2.52079013e-01 1.91759750e-02\n", - " -1.31205068e-01 2.44532430e-03 -2.79391150e-03 -5.42750606e-01\n", - " 1.60918837e-01 1.81053452e-01 -1.04429791e-01 -3.30920358e-01\n", - " -5.45365195e-02 -1.50768257e-01 7.62358742e-01 -7.91983532e-02\n", - " 3.41142584e-01 -4.86499748e-01 3.75103938e-02 -9.77799700e-01\n", - " -5.84381477e-01 5.30700082e-02 -2.54826919e-01 -6.21074389e-02\n", - " 2.24498365e-01 -2.29007074e-01 -1.03019991e-01 1.14231094e-01\n", - " 7.41442916e-02 2.02858790e-01 -2.11180192e-01 6.91980095e-02\n", - " -4.63887701e-01 2.76600881e-01 1.72308663e-01 -2.10132275e-01\n", - " 4.09071826e-02 -3.55483567e-01 -9.52082437e-02 -8.65655907e-02\n", - " -2.96789690e-02 7.75633275e-02 4.91766134e-01 2.06937262e-01\n", - " 6.45128966e-02 -2.99909328e-01 -1.05218793e-01 5.01500107e-01\n", - " 2.61619723e-02 3.77215607e-01 -3.99972537e-01 3.37289126e-02\n", - " -1.57883882e-03 -1.88473826e-01 2.91323696e-01 -2.06768783e-01\n", - " 2.40732077e-01 2.97622210e-01 -1.04007610e-01 5.41520531e-01\n", - " 3.05922755e-01 2.30721425e-01 9.72240444e-01 1.04906774e-01\n", - " 4.47747405e-01 -1.75747127e-01 1.30545574e-01 -3.47411085e-01\n", - " -1.34904204e-01 -1.33150495e-01 -4.64613337e-01 3.62467932e-01\n", - " -6.44595033e-02 -3.01471596e-01 9.69417030e-02 -1.81981678e-01\n", - " 3.05473841e-02 3.50676499e-01 2.86689263e-01 -6.11386325e-03\n", - " -4.76005079e-01 -8.78101769e-02 8.19295003e-01 2.97915541e-01\n", - " 2.22894978e-01 2.20579544e-02 1.93882708e-01 2.94770384e-01\n", - " 2.96800329e-01 4.73626353e-01 -6.71322676e-02 1.74270703e-01\n", - " -2.92753175e-01 -2.85625309e-01 -2.12765682e-01 4.23823887e-02\n", - " -3.11248596e-01 -1.91744076e-01 -9.08748223e-02 3.67393122e-01\n", - " 3.02189297e-01 -8.61119897e-01 -8.27230712e-02 -4.04247349e-01\n", - " 7.86492848e-01 2.79439186e-01 -2.77682948e-02 9.81112627e-03\n", - " 1.86251849e-01 -7.45372318e-02 -3.83312846e-01 7.06969330e-02\n", - " -2.66461391e-01 -4.05992931e-01 2.45351855e-01 3.13363807e-01\n", - " -5.13653576e-01 8.69156882e-02 -3.03851507e-01 3.11019125e-01\n", - " -5.36454997e-01 3.24417783e-02 9.74533511e-02 -2.58845296e-01\n", - " -8.91845997e-02 4.32352296e-01 2.05022126e-01 -2.65022653e-01\n", - " 2.32881024e-02 -2.02166577e-01 -2.79586889e-01 5.80174942e-01\n", - " 1.91171278e-01 -2.33121803e-01 1.83216968e-01 1.48024873e-01\n", - " 3.66239021e-01 1.71568222e-01 5.73738939e-01 -6.63926191e-01\n", - " 2.73129364e-01 -1.66737511e-01 1.90290263e-01 2.23973047e-01\n", - " 1.36643641e-01 1.07477690e-01 -3.62327201e-01 2.99624383e-01\n", - " 2.12714975e-01 -6.73479006e-02 3.86518939e-01 1.02709371e-01\n", - " -7.09737513e-01 1.82795653e-01 6.86060609e-01 3.79947655e-01\n", - " -5.90891704e-02 3.27657681e-01 -2.14660569e-01 -9.96288861e-02\n", - " -5.93845963e-01 -1.36715321e-01 -2.01602184e-02 8.13965852e-02\n", - " 3.19960782e-01 -4.22218602e-02 5.36972440e-01 1.42214568e-01\n", - " -2.50176796e-01 2.99258185e-01 5.52336004e-01 -3.29253766e-01\n", - " -7.14304793e-01 3.51866045e-01 -1.33956815e-01 -2.67236538e-01\n", - " 3.19611222e-01 -8.04240773e-01 -5.20277902e-01 5.04159324e-02\n", - " 5.66958099e-01 -4.76293315e-01 4.52791908e-01 -6.13886439e-04\n", - " -5.77444149e-01 -7.15576556e-01 -3.90356048e-01 -3.31430260e-01\n", - " 3.47751402e-01 -2.07822344e-01 -4.88208273e-01 -5.14708580e-01\n", - " -8.10493621e-02 1.32504265e-01 2.16391845e-01 3.46890806e-01\n", - " 3.28813453e-01 -1.70602668e-01 -3.45925647e-01 -6.23351890e-01\n", - " -1.82669821e-01 -2.96614812e-01 5.09632888e-01 -2.44356612e-02\n", - " -2.56479562e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", - " 2.34967523e-01 4.18286705e-01 -8.28697308e-01 -5.00999160e-01\n", - " -2.74342215e-01 -2.97073096e-01 1.06906480e-01 -4.04960698e-01\n", - " 2.18249173e-01 -4.10439715e-01 -1.58243552e-02 2.24300476e-02\n", - " 1.28068423e-01 -5.91821079e-02 -9.98226047e-02 -9.49258488e-02\n", - " 2.10429542e-01 -1.26854657e-01 3.67830349e-01 7.75734406e-02\n", - " 7.54034988e-02 -2.58449806e-01 7.73385304e-02 4.36039147e-02\n", - " 2.43651870e-01 1.84592797e-02]\n", "Found 4520 total galaxies in catalog for cluster 16657\n", - "[ 0.57787372 -0.18646609 0.47584514 ... -0.27555603 -0.23492938\n", - " 0.12734837]\n", "Found 3419 total galaxies in catalog for cluster 13039\n", - "[ 0.25666629 -0.08595825 0.00495137 ... 0.4031683 -0.22883061\n", - " 0.24806771]\n", "Found 3478 total galaxies in catalog for cluster 15382\n", - "[ 0.10204049 0.21351061 -0.16300075 ... 0.00927588 0.09306607\n", - " -0.13378937]\n", "Found 1652 total galaxies in catalog for cluster 17011\n", - "[-0.21214132 0.47610387 -0.18320623 ... -0.08740959 -0.07087565\n", - " 0.2199447 ]\n", "Found 6842 total galaxies in catalog for cluster 8523\n", - "[ 0.46240308 0.59430692 -0.20745806 ... 0.08804989 -0.12540515\n", - " 0.20523453]\n", "Found 1652 total galaxies in catalog for cluster 11300\n", - "[-0.02641567 0.01651895 0.20258047 ... 0.61638037 -0.24263329\n", - " -0.00500442]\n", "Found 6868 total galaxies in catalog for cluster 17462\n", - "[-0.46898861 0.59495044 0.21265341 ... -0.00881185 0.10644044\n", - " -0.12822077]\n", "Found 1987 total galaxies in catalog for cluster 13025\n", - "[-0.17112607 0.25494626 -0.40278694 ... -0.00270624 0.19862907\n", - " -0.30636958]\n", "Found 3121 total galaxies in catalog for cluster 21385\n", - "[ 0.32245831 -0.23047502 0.22313184 ... 0.20833703 -0.11583338\n", - " -0.31267003]\n", "Found 3424 total galaxies in catalog for cluster 20888\n", - "[-0.18587191 0.2009656 -0.27034951 ... 0.07390696 0.12357484\n", - " -0.32799586]\n", "Found 4303 total galaxies in catalog for cluster 21815\n", - "[ 0.42242782 -0.02125713 -0.23139772 ... 0.12949039 0.1622572\n", - " 0.30548736]\n", "Found 1483 total galaxies in catalog for cluster 7594\n", - "[-0.31649641 -0.75848559 -0.05043218 ... 0.23430754 0.26393841\n", - " 0.32812388]\n", "Found 1005 total galaxies in catalog for cluster 21425\n", - "[ 7.74399835e-01 3.26339740e-04 2.64372581e-01 ... 1.85263927e-01\n", - " -2.12275370e-01 -3.16222588e-01]\n", "Found 8508 total galaxies in catalog for cluster 30553\n", - "[-0.44449465 0.09366119 0.22006408 ... 0.18350303 -0.14555847\n", - " 0.32640704]\n", "Found 2374 total galaxies in catalog for cluster 11651\n", - "[ 0.03540208 -0.304394 0.19994002 ... 0.397141 0.1320266\n", - " -0.16584072]\n", "Found 3453 total galaxies in catalog for cluster 27728\n", - "[ 0.59347542 -0.21427645 0.4632276 ... -0.22811455 -0.20146981\n", - " 0.05928831]\n", "Found 3657 total galaxies in catalog for cluster 30757\n", - "[ 0.29693451 0.38611275 -0.28926536 ... 0.14546627 0.11441397\n", - " -0.21312707]\n", "Found 5863 total galaxies in catalog for cluster 32634\n", - "[-0.54039764 -0.09551192 0.32637363 ... -0.41407367 -0.14949823\n", - " 0.2596114 ]\n", "Found 3876 total galaxies in catalog for cluster 33429\n", - "[ 0.05720303 -0.13551222 0.23045971 ... -0.10187624 -0.06322628\n", - " -0.27735324]\n", "Found 2650 total galaxies in catalog for cluster 15656\n", - "[ 0.4417252 0.81483829 -0.03603866 ... 0.21225409 -0.25639667\n", - " -0.29242835]\n", "Found 1347 total galaxies in catalog for cluster 29784\n", - "[ 0.32243113 0.13002596 0.24564893 ... -0.08097825 0.22757173\n", - " -0.33720073]\n", "Found 2554 total galaxies in catalog for cluster 22630\n", - "[ 0.56181447 0.07866958 0.18027475 ... -0.11737921 0.37863276\n", - " -0.05904138]\n", "Found 1559 total galaxies in catalog for cluster 17777\n", - "[ 0.29184797 -0.23032738 0.25912623 ... -0.17819784 -0.13774879\n", - " 0.18073236]\n", "Found 2727 total galaxies in catalog for cluster 33569\n", - "[ 0.10032456 -0.18569312 0.07941869 ... -0.39138865 -0.00710725\n", - " 0.01416388]\n", "Found 2392 total galaxies in catalog for cluster 39996\n", - "[ 0.09773822 -0.24164695 0.02196514 ... -0.24862595 0.16740302\n", - " -0.33765771]\n", "Found 4344 total galaxies in catalog for cluster 37007\n", - "[ 0.42156408 0.29362266 -0.37470191 ... 0.15528643 0.19650853\n", - " -0.04632037]\n", "Found 4941 total galaxies in catalog for cluster 25937\n", - "[-0.08560746 0.15255857 -0.32941459 ... 0.02635474 -0.12560845\n", - " -0.32814969]\n", "Found 1755 total galaxies in catalog for cluster 24386\n", - "[ 0.22951857 0.22294492 0.3801187 ... -0.0817034 -0.04722498\n", - " 0.17678064]\n", "Found 5448 total galaxies in catalog for cluster 44685\n", - "[ 0.59143941 0.18464193 -0.46607829 ... 0.1780916 0.19298336\n", - " 0.0562919 ]\n", "Found 3105 total galaxies in catalog for cluster 48725\n", - "[-0.20609457 0.47507296 0.42057431 ... -0.29535285 -0.12527403\n", - " -0.14960155]\n", "Found 2631 total galaxies in catalog for cluster 27260\n", - "[ 0.29288365 -0.22416677 0.15344121 ... 0.07302322 -0.19373682\n", - " -0.09877115]\n", "Found 2108 total galaxies in catalog for cluster 35316\n", - "[-0.16747035 0.81373811 0.37153557 ... -0.40295261 0.13334764\n", - " -0.27408816]\n", "Found 1696 total galaxies in catalog for cluster 59428\n", - "[-0.10567348 -0.44182336 0.37064304 ... -0.24494628 -0.19486009\n", - " -0.21822688]\n", "Found 2574 total galaxies in catalog for cluster 25976\n", - "[ 1.11084390e-01 -2.17996655e-01 -1.79949449e-04 ... -4.34307211e-01\n", - " -1.06246399e-01 -1.64348834e-01]\n", "Found 3405 total galaxies in catalog for cluster 31596\n", - "[-0.13789467 0.3360284 0.43679533 ... -0.10241494 -0.19251326\n", - " -0.18635589]\n", "Found 6439 total galaxies in catalog for cluster 26346\n", - "[ 0.05561808 0.59199334 0.0073064 ... -0.2685966 -0.2305854\n", - " -0.10088378]\n", "Found 3450 total galaxies in catalog for cluster 36608\n", - "[ 0.59637785 -0.22335605 0.30604851 ... -0.24507671 -0.17460524\n", - " 0.15965588]\n", "Found 3956 total galaxies in catalog for cluster 26938\n", - "[ 0.59207536 0.18385979 -0.01549692 ... 0.14771541 0.02292563\n", - " 0.12189737]\n", "Found 1903 total galaxies in catalog for cluster 74483\n", - "[ 0.2775765 0.0541906 0.1279894 ... -0.24333836 -0.21848731\n", - " 0.0805656 ]\n", "Found 3107 total galaxies in catalog for cluster 62882\n", - "[-0.03701776 0.30365894 0.05584891 ... 0.22583948 -0.32169655\n", - " 0.02876253]\n", "Found 1008 total galaxies in catalog for cluster 25770\n", - "[ 0.19023681 0.40650603 0.28964907 ... 0.33159684 -0.22721098\n", - " -0.0094058 ]\n", "Found 778 total galaxies in catalog for cluster 59302\n", - "[ 0.38763298 0.33694624 0.17130114 -0.7030548 0.24378214 -0.22269186\n", - " 0.40164782 -0.27547922 0.26924963 -0.61000134 -0.23628396 -0.30566011\n", - " 0.02172561 0.04313036 -0.2986062 -0.11466389 -0.23479355 -0.44337496\n", - " -0.26802347 0.0784719 -0.09492092 0.32068741 0.02909219 0.44277981\n", - " 0.07038634 0.5095375 0.18796747 0.26008881 0.09355411 0.32192252\n", - " -0.33853814 -0.09470466 0.00247695 0.04180105 0.18522099 -0.25812554\n", - " -0.0543298 0.36346585 0.21198017 0.35506001 0.33517868 -0.32820281\n", - " 0.07406006 -0.32141772 -0.15099652 0.0907061 0.45148195 0.16928475\n", - " 0.42209082 0.51149141 0.32698059 -0.18221191 0.02842676 0.0689814\n", - " 0.12348319 0.10156645 0.6228635 0.36348173 -0.32800736 -0.25535533\n", - " -0.18255867 0.60669639 0.08477134 0.1198197 -0.31012021 -0.14533782\n", - " -0.01550789 -0.37800637 -0.34966885 -0.08782263 -0.34420816 -0.17200108\n", - " -0.32008204 0.31496187 -0.14614869 -0.22060788 -0.54003087 0.25255217\n", - " -0.20952503 0.24461428 -0.04426422 -0.04137426 -0.2551041 0.537203\n", - " -0.48886107 -0.21728589 -0.12106819 0.36754358 0.27459747 -0.00707254\n", - " 0.15718581 0.12520441 0.02136897 -0.48273741 -0.16635369 0.02193862\n", - " 0.53835356 -0.13711032 -0.02734242 -0.38910976 0.05094044 0.39963823\n", - " -0.12488541 -0.31739224 0.17885544 -0.04492413 0.06504405 0.34537829\n", - " -0.25705054 -0.56101613 -0.97496748 0.15138747 0.22664667 0.20665064\n", - " 0.00477593 0.04223977 -0.32309503 0.39484615 0.21510828 0.40938294\n", - " 0.0451084 0.22695703 0.01532318 -0.31080239 0.87623125 0.45795038\n", - " 0.25256266 -0.02257178 0.22401927 0.09883266 -0.1086906 -0.28928621\n", - " 0.43618679 -0.08740963 0.0477394 0.40899714 -0.0906069 0.00826097\n", - " 0.06861162 0.04063336 0.28415875 -0.46260578 0.16850755 0.29128135\n", - " -0.33138379 -0.28173847 -0.30088395 -0.03142653 -0.40672613 -0.05914295\n", - " -0.60693122 -0.16901032 0.39975389 -0.08099926 0.20909812 -0.19122324\n", - " -0.26647362 -0.12622183 -0.75265825 -0.12747101 -0.30215194 -0.63700247\n", - " 0.29843372 -0.17612195 -0.30967274 -0.01736444 -0.06133338 -0.52266851\n", - " 0.01880755 -0.26037748 0.23806617 0.27752927 -0.5520098 0.58422355\n", - " 0.3776747 -0.64445923 -0.49961328 0.06303165 -0.3404986 -0.19415891\n", - " -0.04363727 -0.30838742 0.02448679 -0.26141886 -0.28738742 0.24023964\n", - " 0.17604624 -0.10309753 -0.7559602 -0.07933411 -0.44238276 0.01583645\n", - " 0.23414524 0.40894069 -0.12016379 0.28198139 -0.05795284 -0.26107812\n", - " -0.10356654 0.17228946 0.11320941 0.317724 -0.33584669 -0.26005461\n", - " -0.02946413 0.1843659 -0.1126654 0.06988115 0.28158928 -0.20842448\n", - " 0.01943581 -0.22711729 -0.33730091 0.29580351 -0.01762769 -0.25832141\n", - " 0.43168148 0.21386653 0.02569163 0.01602169 0.32854664 0.29035691\n", - 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0.36909401 0.14231269 -0.06220433 0.24610634 0.11134908 0.24047602\n", - " -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705 0.70353935\n", - " 0.26278817 -0.39411269 0.27993593 -0.02997445 0.42350423 -0.21027237\n", - " -0.00476224 0.14144592 -0.26590064 -0.08597748 -0.01091568 0.43467588\n", - " 0.02584536 -0.1764528 -0.26703644 -0.22658026 0.17817805 -0.13878797\n", - " 0.44455686 -0.29317833 -0.21145343 0.41651161 -0.24329167 -0.00288695\n", - " -0.42466294 -0.40115811 -0.23353144 -0.17270076 -0.37587737 0.55370774\n", - " -0.12788435 -0.30051643 0.05153701 0.10664946 -0.85348321 -0.01928962\n", - " -0.26784695 0.40589241 0.15939806 0.11081399 -0.28810845 0.2298593\n", - " 0.64478498 -0.11655647 -0.40672256 -0.58286455 -0.12801189 0.33227331\n", - " 0.23909264 -0.06030558 0.44904955 0.50240183 0.31097719 -0.33340191\n", - " 0.0998535 0.08917471 -0.6456662 0.30327284 0.15520685 0.51225527\n", - " 0.48818978 0.2296761 -0.03873786 0.32373473 -0.14305066 0.05910027\n", - " 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-0.23068501 0.09346703 -0.61638529 -0.13664081 0.42352969 -0.21968719\n", - " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", - " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.20449139\n", - " -0.06275295 -0.01737246 -0.13441127 0.28388974 -0.42624492 0.40878183\n", - " 0.17816298 -0.59018023 0.00332248 -0.05265709 -0.00638788 0.30820818\n", - " -0.33900044 0.33941315 -0.57128401 0.79917338 0.36769866 0.49717718\n", - " 0.02101731 -0.07320512 -0.24801392 0.0105963 0.31622004 -0.04802494\n", - " 0.08124256 0.45415854 0.31823153 -0.15866534 -0.11144083 -0.28665125\n", - " 0.22047085 -0.26362738 -0.07177424 0.49628657 -0.42295375 0.33278329\n", - " 0.34553862 0.57098034 -0.05633348 0.02369362 0.1739338 -0.34227206\n", - " -0.27525552 0.12538579 0.449764 -0.24946475 -0.55895513 0.17739929\n", - " 0.06274196 -0.07408034 0.00206934 -0.18555698 -0.17727417 0.32015989\n", - " -0.55777228 -0.2232127 0.17613297 -0.19189203 -0.24671479 0.20660264\n", - " 0.41623246 -0.71283104 0.07052816 -0.33223808 -0.13506834 -0.07978173\n", - " -0.00495612 -0.36030836 -0.09038704 -0.37699333 -0.18169498 0.47563459\n", - " 0.00743442 -0.42778468 0.24916695 0.28785238 -0.25828662 0.27037893\n", - " 0.29947667 0.12540593 -0.57230805 -0.17215418 0.76791478 0.54260941\n", - " 0.00451269 0.08829456 -0.49599681 0.12552144 0.29437735 -0.24427217\n", - " 0.00521472 -0.13823206 0.08853049 -0.09971871 0.32521805 0.03693578\n", - " -0.36513035 -0.38362263 0.57654927 0.52602136 -0.03275276 0.17764793\n", - " -0.31210603 -0.2476294 -0.11811441 -0.12380013 -0.09616751 -0.24961409\n", - " -0.08062807 0.13297211 0.11326318 0.41340508 -0.18790088 -0.47464831\n", - " 0.15100134 0.11081162 0.05093718 0.08338737 -0.24053852 0.17821214\n", - " -0.21090406 0.20661209 0.02156347 0.38202435 -0.36551322 0.22270046\n", - " -0.11441994 -0.40599494 -0.23845091 0.03097259 -0.79225468 -0.0461534\n", - " -0.51271033 -0.69333947 -0.10715767 0.10399956 -0.6925749 -0.5450986\n", - " 0.39353552 -0.27663313 -0.80693118 0.0973963 -0.2489656 -0.3762908\n", - " 0.51416824 -0.08068194 -0.34819781 0.31418108 -0.3129743 0.08919813\n", - " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 0.29549733\n", - " -0.13036097 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281\n", - " -0.09733946 0.21768126 -0.00738029 0.26770758 -0.04257858 0.64934433\n", - " 0.6012541 0.34193981 0.22159095 0.22760763 -0.52321125 -0.04816206\n", - " 0.54969506 -0.22052851 0.15482333 0.45673363 -0.10586041 -0.22419676\n", - " 0.38532588 0.33503145 -0.24407898 0.09987012 0.53633373 0.66201625\n", - " 0.06799898 -0.3175067 0.18451241 0.38248772 -0.08040749 -0.63261478\n", - " -0.38046399 0.34032383 -0.6625084 -0.55454228 -0.64649552 0.13287805\n", - " -0.27607463 0.13431635 0.25907102 0.03548466 -0.02901425 -0.21811736\n", - " 0.4332871 -0.10841417 -0.36082228 -0.30657611 -0.03256143 0.56831397\n", - " 0.02105735 -0.23947836 -0.48431863 -0.17336334 0.44250774 -0.09949431\n", - " 0.18771043 0.39373369 0.24748163 0.70702928 0.2749094 -0.32800499\n", - " -0.5873423 -0.20379784 -0.43748237 0.2853825 ]\n", "Found 1511 total galaxies in catalog for cluster 53335\n", - "[-0.20820939 0.22643546 0.38943134 ... -0.38182703 0.03097582\n", - " -0.16006497]\n", "Found 928 total galaxies in catalog for cluster 23919\n", - "[ 3.38066772e-01 -7.08955253e-01 8.92837301e-02 -6.77527732e-02\n", - " 4.03021091e-01 8.66369705e-02 -7.30961727e-02 -3.52201050e-02\n", - " -1.28309087e-01 -1.88834700e-01 1.38152848e-01 2.19792290e-01\n", - " -3.07258506e-01 -2.32364555e-01 3.17133817e-01 6.79627137e-01\n", - " 2.86239211e-01 -1.43564100e-01 3.09592479e-01 -1.06573132e-01\n", - " -2.31038710e-01 5.62582051e-01 -8.08267865e-02 1.84192877e-01\n", - " -1.15596334e-01 -1.50339250e-01 5.86417923e-01 -7.06652559e-01\n", - " -8.83042865e-02 4.31150164e-01 2.34827561e-01 -4.73739282e-01\n", - " -2.46242440e-01 4.94388059e-02 3.59431508e-01 1.69573191e-01\n", - " 2.78345106e-01 5.09461963e-01 -2.49557713e-01 9.93323578e-02\n", - " -4.08478725e-01 -4.25880081e-01 -2.03159763e-02 -3.11427399e-01\n", - " -6.76058596e-02 2.36145276e-01 1.11234380e-01 1.18420143e-02\n", - " -4.47941190e-01 -5.18291071e-01 -1.66941346e-01 -4.39376251e-01\n", - " 5.40346834e-01 -1.97384130e-01 -6.12956095e-01 -5.61563680e-01\n", - " 2.09740061e-01 -4.48298897e-01 1.37759292e-02 -2.68657836e-01\n", - " 5.81351368e-02 3.34243353e-01 -6.00598124e-01 -6.71305928e-02\n", - " -8.97140070e-01 8.32752933e-01 1.59847260e-02 1.44737903e-01\n", - " -1.64719256e-01 -5.22041196e-01 -1.65704070e-01 3.76341425e-01\n", - " 5.44827963e-02 2.21047017e-01 1.34956967e-01 2.07795873e-01\n", - " -2.48274015e-01 2.65412453e-01 -1.02309719e-01 1.40536119e-01\n", - " 3.20902002e-01 -3.24779206e-03 -7.34021593e-02 -3.35650913e-01\n", - " 6.57548247e-01 -4.11071755e-01 1.91881088e-01 3.02731745e-01\n", - " 6.21800118e-01 4.85183721e-01 6.18595237e-01 -3.36613192e-01\n", - " 5.32713249e-01 -6.07658180e-02 2.09998504e-01 -2.97304297e-01\n", - " 3.55827118e-01 7.54859297e-03 1.42776420e-01 -7.59432677e-03\n", - " 3.88440892e-01 3.88539722e-01 -7.37165126e-02 -1.19664044e-01\n", - " -3.38337010e-01 -8.22326904e-02 3.65146553e-02 4.57158595e-01\n", - " -2.64596081e-01 -1.25132028e-01 -1.33296632e-01 -2.17697538e-01\n", - " 3.21151889e-01 3.29218344e-01 4.63773799e-01 -8.99601990e-02\n", - " -1.66531718e-01 -2.32987664e-01 4.12264782e-02 -2.11889031e-02\n", - " -6.29949336e-02 -8.79627234e-01 -2.47136077e-01 -2.48568507e-01\n", - " 1.72514692e-01 2.73110929e-01 -2.74672176e-01 1.45634316e-01\n", - " 3.30300619e-01 1.36738577e-01 -1.17743200e-01 7.39265637e-01\n", - " -4.39310776e-01 4.10444323e-01 -2.36928339e-01 3.29412261e-02\n", - " -3.96479955e-02 1.18901968e-01 -7.62616866e-02 2.45041729e-01\n", - " 1.31607968e-01 1.20950421e-01 -3.80951202e-01 -3.30871861e-01\n", - " 7.44958571e-01 -8.27706668e-01 -3.47312322e-01 -4.30953861e-01\n", - " 2.89690153e-01 -3.52469962e-01 -4.13178619e-01 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2.36834235e-01 -6.96680645e-01 -5.09841116e-01\n", - " 1.63910101e-01 -2.37508388e-01 -4.21729130e-01 4.03656087e-01\n", - " 4.19161857e-01 1.05918437e-02 2.75383855e-01 -4.03000570e-01\n", - " 3.68161082e-01 1.52625413e-01 3.02008215e-01 1.07612634e-01\n", - " -1.31501757e-02 -2.68419576e-02 4.22170964e-01 -1.46286846e-01\n", - " 4.37093447e-01 1.27437078e-01 -1.25965421e-01 1.14805856e-02\n", - " 3.46672258e-01 -2.59402907e-01 -2.05493291e-01 -6.56011671e-01\n", - " -1.35114518e-01 1.34812317e-02 3.83893007e-02 -1.88631327e-01\n", - " -1.61252790e-01 1.55005419e-01 -2.49332830e-02 -2.04112444e-01\n", - " -3.93785454e-02 -3.23546190e-01 6.24449557e-02 5.06304188e-01\n", - " 1.14332311e-01 2.67226367e-01 -7.24221203e-01 -6.83980033e-01\n", - " -2.37928194e-01 2.82110517e-01 1.51849298e-02 2.45899182e-02\n", - " 2.54109827e-01 1.73808031e-02 -1.72132584e-01 -6.58498985e-01\n", - " 1.03903982e-01 -7.53878167e-02 -1.80075373e-01 1.32224365e-01\n", - " 2.75849667e-01 1.13002079e-01 1.11224924e-01 3.07010764e-01\n", - " 4.56391882e-01 9.22793405e-02 1.20741482e-02 6.04389329e-01\n", - " -5.72961985e-02 -1.03386157e+00 -1.25087812e-01 -1.15591388e-01\n", - " -2.24514746e-01 -3.04897270e-01 -6.07051520e-02 -3.08447972e-01\n", - " 3.76624023e-01 1.20043118e-02 1.63776344e-01 2.96611027e-01\n", - " -2.28346478e-01 -7.49155768e-02 -3.55550660e-02 -1.22160332e-01\n", - " -3.24403158e-01 -3.01494036e-01 -2.51362134e-02 -1.70308547e-01\n", - " -1.43357769e-01 7.43466139e-02 4.38558221e-01 3.53907751e-01\n", - " 3.01433419e-01 3.99805505e-01 -5.48430084e-01 -1.30006596e-01\n", - " 5.31667476e-01 -4.88542731e-01 6.43448507e-01 -1.57727276e-01\n", - " 3.09232436e-01 -1.77242728e-01 1.22082513e-01 7.30577425e-02\n", - " -4.64801182e-01 2.96058807e-01 -2.31188646e-01 4.67592560e-01\n", - " -1.90429252e-01 1.52745391e-01 -2.81468414e-01 4.03134812e-01\n", - " 1.23167966e-01 -4.11752254e-01 -2.66645046e-01 1.87030749e-01\n", - " -2.70939782e-01 2.06705020e-03 2.46427439e-02 1.65714430e-02\n", - " 2.62277094e-02 -9.86058575e-02 -7.53504091e-01 1.45662707e-01\n", - " -6.27618927e-01 -1.64849878e-01 -2.98811710e-01 6.52901563e-01\n", - " 4.57042646e-01 -1.56250910e-01 1.96925886e-01 -3.26302667e-01\n", - " -3.33327224e-01 -9.26888475e-02 -3.10129373e-01 1.05988875e-02\n", - " -9.50519999e-02 4.34767894e-01 3.59428163e-01 -7.87354615e-01\n", - " 5.26849080e-01 2.22612183e-01 9.17641598e-02 -8.53240620e-03\n", - " -2.82481599e-01 2.26557062e-01 2.23072757e-01 6.81545274e-01\n", - " -1.25563154e-01 -3.21161719e-01 1.27209707e-01 1.19735031e-01\n", - " -5.86235130e-02 -7.36044260e-02 -2.10201723e-01 -4.54158479e-01\n", - " -1.91619286e-01 2.59827660e-01 2.24002038e-01 1.44540813e-01\n", - " 1.58880023e-01 -4.56787394e-02 -2.80443879e-02 2.81745167e-01\n", - " -1.45905125e-01 7.53035874e-02 -1.69365571e-01 1.09424709e-01\n", - " 5.36550255e-01 -3.21783896e-01 -1.62908261e-01 1.43156015e-01\n", - " -1.04909895e-01 -1.82311190e-01 2.82755235e-01 2.86013310e-01\n", - " -6.55614570e-01 -5.65288681e-01 4.65497524e-01 -1.74354025e-01\n", - " -2.78584594e-01 4.49908855e-01 2.17767528e-01 -4.10618300e-01\n", - " 7.96879809e-01 1.14372239e-01 -4.80317646e-01 -2.70693358e-03\n", - " -2.81112112e-01 1.28449703e-01 6.97400094e-02 3.60926692e-02\n", - " -1.31040315e-01 -2.33985182e-02 -2.55932612e-01 -2.36620936e-01\n", - " 9.14878749e-02 2.35294806e-01 1.51116241e-02 -1.57894842e-01\n", - " 2.98061824e-01 -1.99834228e-01 -9.23371370e-01 4.28734196e-01\n", - " 4.98589710e-01 -1.58000279e-01 -2.79184952e-01 2.20569439e-01\n", - " -6.70565678e-02 2.77529385e-02 3.76495475e-01 -4.46017923e-02\n", - " -1.75187878e-01 -2.35587644e-01 -1.32320106e-01 -3.07683102e-01\n", - " -2.20180493e-01 -4.01479124e-02 -1.34930614e-01 1.79935789e-01\n", - " 3.11351552e-01 1.10940779e-01 2.74402473e-02 -2.29678385e-01\n", - " 5.50358123e-03 3.80552594e-01 2.13674509e-01 -9.61417913e-02\n", - " 4.11235200e-01 2.61196816e-01 -1.76669376e-01 -4.69756762e-01\n", - " 1.79710914e-01 1.93454147e-01 -1.75334610e-01 -2.13255002e-01\n", - " 6.89028586e-02 1.77330417e-02 5.13364819e-01 1.65377955e-01\n", - " -7.63189555e-03 -5.05683936e-02 1.24244448e-01 -4.99286598e-01\n", - " 1.22111123e-01 -1.57093841e-01 3.43981973e-01 1.98149267e-01\n", - " -2.49822127e-01 4.52957049e-01 -1.57500037e-01 -6.17750571e-01\n", - " 2.15225425e-01 4.89675733e-01 2.02850366e-01 3.36380844e-01\n", - " 3.38036218e-01 2.53218899e-01 8.51686593e-02 -1.11228987e-01\n", - " 8.81934678e-01 3.55745609e-01 3.27104720e-01 -3.73052359e-01\n", - " 4.18838857e-02 -3.26093510e-01 -2.55181308e-01 2.98932535e-01\n", - " 1.32237610e-01 -6.91285446e-01 -3.52370699e-01 -2.53755110e-01\n", - " 3.07805128e-01 2.69001871e-01 -5.11147349e-01 1.33735423e-02\n", - " -3.81815650e-01 -5.13788048e-01 -1.94370714e-01 2.34678885e-01\n", - " -5.09107018e-01 -1.91136826e-02 -2.93222945e-01 -4.66074487e-01\n", - " -1.58007176e-01 -1.76199255e-01 -1.85273678e-02 2.17827931e-01\n", - " 4.51695199e-02 1.00878477e-01 -2.71700698e-01 1.68763181e-01\n", - " 4.79176616e-01 -5.21598362e-01 -4.22880154e-01 1.35914553e-01\n", - " -3.60985840e-02 -3.19118683e-02 -6.36025654e-01 3.50316968e-01\n", - " 2.53611152e-01 2.82788655e-01 3.70194993e-01 2.08444555e-01\n", - " 3.93250606e-01 -2.55947696e-01 -1.59025662e-01 2.20679446e-01\n", - " 3.11629596e-01 1.86285855e-02 5.31726933e-01 -2.32821159e-01\n", - " 3.47375325e-01 -5.01788587e-01 -1.88078563e-01 -4.13946629e-01\n", - " 5.81888540e-01 3.53802686e-02 -8.45006907e-02 4.49260021e-02\n", - " -3.07036288e-02 -9.50360018e-02 2.02851041e-01 -2.14072949e-01\n", - " 3.89271492e-01 4.86958991e-02 5.60708245e-01 -9.07633920e-05\n", - " -5.50044156e-01 -4.31455726e-02 1.89339860e-02 2.07746640e-01\n", - " -1.69481030e-01 3.43171003e-02 5.84377226e-01 -2.38208859e-01\n", - " -5.95323107e-02 7.99670228e-02 -1.77986489e-01 -2.55602804e-01\n", - " -9.47692854e-03 5.02193835e-01 -1.42625462e-01 -2.73939472e-01\n", - " 2.21198307e-01 -2.96216061e-01 -2.09332280e-01 2.35275098e-01\n", - " -1.79251360e-01 1.10862956e-01 2.26436931e-01 2.42606850e-01\n", - " 3.51486256e-01 -5.40816916e-01 3.03389868e-01 -3.55526569e-02\n", - " 1.66326767e-01 1.94661411e-01 1.17315373e-01 -3.46810234e-01\n", - " -4.54448506e-02 -3.88206836e-02 -1.67631299e-01 1.64760601e-01\n", - " -3.36132725e-02 -2.00992709e-01 4.28711297e-01 3.88070300e-01\n", - " 2.19547166e-01 -1.82569561e-02 -2.58134995e-01 8.44571821e-02\n", - " 2.25543321e-01 -1.53290143e-01 -2.31306765e-01 1.17463708e-01\n", - " 4.07263881e-01 -3.79275964e-01 2.42066903e-01 -3.20678611e-01\n", - " -5.94705318e-02 -1.00731166e-01 -1.75887072e-01 2.51062035e-01]\n", "Found 4012 total galaxies in catalog for cluster 16567\n", - "[ 0.2089247 0.17266089 -0.34434815 ... -0.06819804 0.0441848\n", - " -0.23963409]\n", "Found 2882 total galaxies in catalog for cluster 41321\n", - "[ 0.47751855 0.22415221 -0.26511433 ... -0.10618633 0.02656581\n", - " -0.32176661]\n", "Found 791 total galaxies in catalog for cluster 52141\n", - "[-1.77292967e-01 -3.91376591e-01 6.06649002e-02 5.69768570e-01\n", - " -5.88214092e-01 2.08517798e-01 -6.37426378e-01 -3.95672366e-01\n", - " 4.98130934e-01 -5.09176100e-01 -1.14424377e-01 7.20202920e-01\n", - " 6.39277598e-01 9.20873999e-02 -4.24467441e-01 -6.02616704e-02\n", - " -2.63669474e-01 5.15284325e-02 -1.36685944e-01 -2.05319626e-01\n", - " 3.81533014e-01 -1.27063851e-01 -2.34217248e-01 -1.29953051e-02\n", - " -2.46765754e-01 4.49172678e-01 -5.65338473e-02 2.42382327e-01\n", - " -6.83315078e-02 2.52467599e-01 -1.08777012e-01 2.79851548e-01\n", - " 3.50990731e-01 8.05166207e-02 -2.96247412e-01 1.06222230e-01\n", - " 4.04000839e-01 7.51038634e-02 -6.88205867e-01 -1.44893543e-01\n", - " -2.70216837e-01 5.53724286e-02 1.57348160e-01 -1.57494951e-01\n", - " 2.17977942e-02 2.20344667e-01 5.49921027e-02 -9.90524361e-02\n", - " 3.31112102e-02 -3.78464898e-02 -3.25484965e-02 -3.42119729e-02\n", - " 1.51001194e-01 -6.43703707e-02 -3.77533514e-03 -5.11826904e-01\n", - " -1.26680094e-01 1.95288377e-01 1.06414601e-01 -6.47687484e-02\n", - " -3.62016603e-01 -1.00280181e-01 3.03015087e-01 -1.20774007e-01\n", - " 4.35675077e-02 1.02345916e-01 -2.29963548e-03 -6.77489481e-01\n", - " -3.13975759e-01 -2.87964206e-01 2.79906323e-01 7.07002177e-03\n", - " -3.73984789e-01 -2.21295775e-01 2.33084233e-01 -1.43469351e-01\n", - " 1.15702275e-01 1.76573584e-01 -5.79886353e-02 -7.15773259e-01\n", - " 2.79644836e-01 4.39604608e-01 -3.72528745e-01 2.19829455e-01\n", - " -7.62741536e-01 2.78743911e-01 1.46216064e-01 -1.50159692e-01\n", - " -5.29252653e-01 -2.59476169e-01 9.02076229e-01 2.23998357e-01\n", - " 8.52043077e-02 -2.33591552e-01 4.00200825e-01 -1.77053311e-01\n", - " -1.84960034e-01 -2.01691020e-01 6.71383446e-01 1.24749156e-01\n", - " 4.09362989e-01 4.61568430e-01 -1.08608944e-01 9.26235241e-02\n", - " 1.06153976e-01 -3.53680761e-01 -4.15861744e-01 1.33470084e-01\n", - " 2.35377711e-02 -4.09262406e-01 4.48061995e-01 -4.36430081e-01\n", - " 2.34708919e-01 -1.63441864e-01 -1.90477519e-01 -5.06808003e-02\n", - " 5.64659844e-02 1.95031879e-02 3.36351434e-01 -2.80979259e-01\n", - " -3.82277192e-01 -2.60441899e-01 4.68674279e-01 -6.31994021e-01\n", - " -2.11709354e-01 1.44952094e-01 -4.39894207e-02 7.59649596e-01\n", - " 4.42387780e-01 4.91873324e-02 2.34065474e-01 -4.12051347e-01\n", - " -8.89800673e-01 -7.80779463e-01 9.54817745e-02 3.99955541e-01\n", - " -9.93161078e-02 2.80915105e-01 3.09253430e-02 9.84980288e-02\n", - " 1.19236306e-01 -1.76698515e-02 5.16225418e-02 1.92101310e-02\n", - " -3.01644817e-01 5.89748485e-02 7.00903075e-02 3.27113408e-01\n", - " -1.52004178e-01 1.25017588e+00 -2.30741704e-01 2.44482798e-01\n", - " 6.25757467e-01 -8.45798796e-01 1.62438868e-01 6.79246007e-01\n", - " -3.14864410e-01 -3.03876691e-01 3.47251708e-01 -1.66400609e-02\n", - " 6.55816927e-02 5.06073131e-01 -2.14312395e-01 -2.33194043e-01\n", - " 2.90645878e-03 1.88405183e-01 3.82708805e-02 6.37873690e-01\n", - " -2.03588299e-01 4.78920529e-01 2.01298632e-01 3.79708191e-02\n", - " -3.68541339e-01 -6.75392550e-02 6.30962302e-02 -5.42930168e-01\n", - " -5.94631851e-01 -8.08096896e-02 1.45877827e-01 -3.31649915e-01\n", - " -3.18527251e-01 4.15539754e-01 -4.23545227e-01 6.56280062e-01\n", - " -1.80602447e-01 -1.08344472e-01 -8.35488251e-04 5.69883191e-02\n", - " 2.22853781e-01 3.15941106e-01 -2.39124296e-01 -2.60443169e-02\n", - " 6.23049924e-01 -3.76032344e-02 -3.41942925e-01 6.75762328e-02\n", - " 3.77549799e-01 -1.49112217e-01 1.73416509e-01 -1.13004155e-01\n", - " 3.91335589e-01 2.62928424e-01 8.98246874e-03 -2.76780442e-02\n", - " 1.97043978e-01 2.70841012e-01 4.03515173e-01 2.69208860e-02\n", - " 1.90138731e-01 5.06164927e-01 4.34353323e-01 -1.65203160e-01\n", - " 4.22286302e-01 -4.47950607e-01 4.02372963e-01 -5.15327472e-01\n", - " 6.95783291e-02 1.04814307e-01 1.05671753e-01 -5.08023728e-01\n", - " -1.19670979e-01 -4.95713988e-01 3.70542662e-02 -2.92333268e-02\n", - " -1.96740064e-01 1.86486433e-01 -1.72736837e-01 -4.01079839e-01\n", - " 2.72165692e-01 -1.95156835e-01 -7.21288415e-01 -3.49125007e-01\n", - " 3.03695499e-01 4.99861811e-01 6.61091357e-01 4.10252816e-01\n", - " -1.32015756e-01 3.04229787e-02 7.83777238e-01 -1.68025288e-01\n", - " -3.53347818e-01 -4.45785829e-04 3.44253346e-01 3.41093241e-01\n", - " -4.36627282e-01 4.06504364e-01 5.58541331e-02 1.27670392e-01\n", - " -4.58075197e-01 -7.36346918e-02 2.28174396e-01 6.91733978e-02\n", - " -2.51273604e-01 4.09476930e-01 -2.14051223e-01 -2.81271204e-02\n", - " 1.36142626e-01 6.21110301e-02 -4.17701106e-01 -6.70859943e-01\n", - " -3.95838471e-01 -3.55548755e-01 2.42555342e-01 -4.51274492e-01\n", - " -3.26156510e-01 -1.74382992e-01 3.19772616e-01 -1.71853424e-01\n", - " 3.69741594e-01 4.48260320e-01 2.92249991e-01 2.08966993e-01\n", - " -1.27028138e-01 9.82621103e-01 1.47276121e-01 2.88562623e-01\n", - " -9.39805617e-02 -2.57508355e-01 -2.49765184e-02 2.81429573e-01\n", - " -5.04443253e-01 3.22468786e-02 -1.20213714e-01 -2.63442782e-01\n", - " 3.90996537e-02 1.86093722e-01 -2.70253694e-01 -3.24868357e-01\n", - " -5.65610526e-01 -1.04999809e-01 -7.18614632e-02 1.60088601e-01\n", - " 1.72126418e-01 2.54974970e-01 -2.57830141e-01 3.06238952e-01\n", - " 2.46850353e-01 -4.05759401e-01 -5.06504829e-01 3.21466387e-01\n", - " -5.38321994e-01 3.66433928e-01 -2.14204335e-01 -3.44532398e-01\n", - " -8.45532610e-01 -5.74136862e-02 7.52261888e-01 1.46993891e-01\n", - " 4.39272836e-01 3.83418215e-02 2.21435828e-01 9.80017240e-02\n", - " -2.50535079e-01 -2.23114084e-01 -5.42957488e-02 4.48273843e-03\n", - " -5.20812239e-02 2.89346274e-01 -2.81176499e-01 2.36843213e-01\n", - " 5.80632274e-02 2.63893352e-01 2.13289049e-01 3.56856928e-01\n", - " -2.12644042e-01 3.83666464e-01 8.43150265e-02 -7.81390120e-02\n", - " -2.15053479e-01 -1.77599652e-02 3.56467827e-01 -3.68136933e-01\n", - " -7.03601685e-02 -1.61948856e-01 -5.25949364e-02 2.12041076e-01\n", - " 4.60290106e-02 2.32956230e-01 -3.07137468e-01 -2.07118346e-01\n", - " -5.91419841e-01 3.67746179e-01 6.41436508e-01 2.69599338e-01\n", - " 7.63905458e-01 -4.20281201e-01 9.44870256e-03 6.01530416e-01\n", - " -5.93219403e-02 -2.17125700e-01 1.35783029e-01 -8.93230406e-02\n", - " -1.80012822e-01 -2.65218337e-01 1.88610071e-01 4.35727281e-01\n", - " 5.01202959e-01 -2.37337275e-01 -5.43141975e-05 -6.29284498e-01\n", - " -6.16965665e-02 4.70037613e-01 2.90838111e-01 -7.07203418e-02\n", - " -1.65197997e-02 2.32431636e-01 -2.59173134e-01 1.06649073e-01\n", - " -4.75228539e-01 4.10994596e-01 4.54437776e-01 -4.84688226e-02\n", - " 2.55751180e-01 1.13073583e-01 2.97365063e-01 -3.21251547e-01\n", - " -1.49166815e-01 2.59918226e-01 2.66794776e-01 -7.53377817e-02\n", - " -1.44669168e-01 -1.77192423e-01 2.91581263e-01 -8.81725085e-04\n", - " 2.91327257e-01 -1.06196392e-02 -6.49560716e-02 -2.07656114e-01\n", - " -1.40637158e-01 1.51580103e-01 1.00477603e-01 -1.11294362e-01\n", - " 4.08067575e-01 -4.79902598e-01 -5.32804466e-01 3.20164781e-01\n", - " -3.29108327e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", - " -5.09190666e-01 3.37617138e-01 2.10275109e-01 -4.44383785e-01\n", - " 1.13373106e-01 -1.72347369e-01 -3.20640018e-01 -3.07277145e-01\n", - " -8.08659138e-03 -4.39120922e-02 -5.19920038e-01 -3.59081903e-01\n", - " 5.41263940e-01 1.09294953e-01 -2.24767777e-01 -2.74104920e-01\n", - " -4.90907508e-01 3.15899278e-01 1.68199478e-01 4.25376954e-01\n", - " -1.69133381e-01 1.26618447e-01 -4.12192081e-01 -5.15084398e-02\n", - " -2.74536077e-01 -1.41819760e-01 5.33813975e-01 1.99366444e-01\n", - " 2.27249070e-01 4.79397054e-01 5.89844484e-05 3.69576867e-02\n", - " -2.80343072e-01 4.04987601e-01 -1.92630740e-01 -3.25934006e-02\n", - " -3.60694621e-02 -9.15579191e-03 2.03596589e-01 2.21979030e-01\n", - " -1.72218659e-01 -1.71294601e-01 2.01169475e-01 2.51860343e-01\n", - " -2.62185824e-02 1.11119870e-01 1.71559876e-01 -2.59791974e-01\n", - " 2.44491648e-01 -6.15047486e-01 2.32536039e-01 -2.22251264e-01\n", - " -2.75015978e-01 4.24332834e-02 6.93559676e-02 -3.14343380e-01\n", - " -3.17186023e-01 3.66805243e-01 4.35436847e-01 3.64999399e-01\n", - " 5.21674957e-01 -1.09780796e-01 6.89130287e-02 1.71711468e-01\n", - " 2.84271190e-01 -2.61131575e-01 -1.85419220e-01 -3.06943837e-01\n", - " 1.82112265e-01 -1.46982948e-01 -3.40442833e-01 9.01613012e-01\n", - " -8.41016186e-02 -5.11205528e-02 1.80145650e-01 1.13662997e-01\n", - " -4.53956006e-01 1.76312907e-01 1.18880604e-01 4.07569854e-01\n", - " -6.81787137e-01 1.51448017e-01 1.92799165e-01 -5.36218516e-02\n", - " 3.94301712e-02 -3.65260741e-02 1.51585816e-02 2.47051692e-01\n", - " 1.57805245e-01 8.69978425e-01 1.50474125e-01 4.47281140e-01\n", - " -1.50650691e-01 -4.48060776e-01 -3.81810528e-01 7.71480380e-01\n", - " 1.74554529e-01 8.30143010e-02 8.44898038e-02 -2.94729230e-01\n", - " -1.21469678e-02 2.68927782e-01 2.88141827e-01 2.85040776e-01\n", - " 3.61266601e-01 2.66090586e-01 8.34683104e-03 -3.63512642e-01\n", - " 5.53708965e-01 -2.58505495e-01 8.81540401e-02 -5.42109493e-01\n", - " 4.12258734e-01 3.14216105e-01 5.12472600e-01 1.30278866e-01\n", - " -3.49224746e-01 2.50176959e-01 1.26971845e-01 -4.68310967e-01\n", - " 1.24310377e-01 8.30235627e-02 2.55160227e-01 3.91974675e-01\n", - " 6.60360475e-02 2.13747953e-01 -3.99561572e-01 -6.92255788e-01\n", - " -1.63728374e-01 -2.97647517e-01 2.47068833e-01 3.03471616e-01\n", - " -2.64852749e-01 8.85174463e-02 1.45715178e-01 3.98430772e-01\n", - " 4.33591824e-01 4.52333178e-01 -1.48419932e-01 -2.19191275e-01\n", - " 3.43360432e-01 -1.31421654e-01 -1.49166803e-01 -1.92958706e-01\n", - " 1.15474126e-01 6.01020545e-01 3.18672384e-01 1.14239570e-01\n", - " -6.82628325e-01 -2.01464524e-02 1.17934940e-01 5.20799015e-02\n", - " -1.13942098e+00 -5.63030219e-02 -4.18572846e-02 -1.19843045e-01\n", - " 3.63728272e-01 -1.32498725e-01 -5.16175287e-01 -2.08620502e-01\n", - " -7.35240745e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", - " -4.72948073e-02 -1.10361259e-02 5.30783135e-01 1.55113670e-01\n", - " 1.43326133e-01 -1.71056053e-01 -1.22872076e-01 2.81384844e-02\n", - " -6.17441379e-02 2.07384936e-02 -2.68485521e-01 4.68472316e-01\n", - " 4.45247850e-01 -6.19279247e-01 -4.69556275e-01 4.86223519e-01\n", - " 2.39354528e-01 2.39302038e-01 2.33997552e-01 4.45484672e-01\n", - " -2.64225472e-01 2.22683996e-01 3.83943560e-01 -2.32054052e-02\n", - " 2.61769392e-01 9.53702369e-02 1.15801699e-01 2.62527831e-01\n", - " -7.64658073e-02 5.33537373e-01 3.36616618e-01 3.86966321e-01\n", - " 5.98052266e-01 2.06759360e-01 -1.44101762e-01 2.10181097e-01\n", - " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", - " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", - " -6.48773592e-01 -1.79526154e-01 -3.29658738e-01 -5.57228790e-01\n", - " 2.79462845e-01 -3.94914597e-03 -2.63385536e-01 8.29324204e-01\n", - " 2.37231522e-01 8.37763589e-01 -3.00912693e-01 -4.20259697e-01\n", - " 1.54961282e-01 2.32178988e-01 5.93353305e-02 -4.80078810e-01\n", - " 1.07422990e-01 -4.36701546e-01 4.13344377e-01 -1.58888932e-01\n", - " -3.59229758e-01 -4.17328058e-01 1.92005679e-01 5.36666215e-01\n", - " 5.30034150e-01 1.84776971e-01 2.62347154e-01 -2.41910415e-01\n", - " -6.35698459e-01 -3.47494183e-01 5.34225310e-01 2.43435223e-01\n", - " -2.83676563e-01 -1.30874481e-01 9.46973462e-02 -1.88493048e-02\n", - " -1.56890014e-01 5.11022267e-02 -2.72804223e-01 6.07522286e-01\n", - " -3.71239525e-01 -2.10626795e-01 4.94806703e-02 -8.84129604e-02\n", - " -2.09509918e-01 3.43759434e-01 -3.92417402e-01 -7.42985075e-02\n", - " 2.97974353e-01 -1.02761075e-01 -2.38287635e-01 -1.13685275e-01\n", - " -1.27049356e-01 -4.40224282e-01 3.87510820e-01 -1.68653818e-02\n", - " 4.49051852e-01 3.09895989e-02 3.85612333e-01 -5.79324259e-01\n", - " -5.60514154e-01 1.16616949e-01 6.66893407e-02 -3.02843778e-01\n", - " -3.46694500e-01 -3.84701160e-01 3.60311484e-01 1.52753814e-01\n", - " 5.01229527e-01 -1.73918874e-01 -2.08270675e-03 1.10054668e-01\n", - " -8.26184074e-01 3.12984778e-01 -3.12989690e-02 -4.43385814e-02\n", - " 3.86676960e-01 -5.02726612e-01 7.02721924e-02 2.15791283e-01\n", - " -4.46954478e-01 8.34947263e-01 -1.29450525e-01 -2.93510832e-01\n", - " 2.84363258e-01 -6.61954039e-01 -1.68176555e-01 -1.72157576e-01\n", - " -4.75289657e-01 -3.99899556e-02 2.85052401e-01 4.00064410e-01\n", - " 2.64690433e-01 2.37683363e-01 2.88702001e-01 5.18483573e-01\n", - " 2.31732992e-01 -2.76751355e-02 4.44016533e-04 -1.12145639e-02\n", - " 2.82768153e-01 -3.13070992e-01 -2.02829395e-02 4.30493023e-01\n", - " 3.78878204e-01 -4.10482925e-01 -4.90912408e-01 1.88549415e-01\n", - " 8.90452635e-03 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", - " 3.27943543e-01 4.72754813e-01 4.98134514e-01 5.26447239e-02\n", - " 2.19893662e-01 1.55302029e-01 -1.19801301e-01 6.65261375e-02\n", - " -1.01574557e-01 -3.49992686e-01 5.27695197e-01 2.26004877e-01\n", - " 1.50112486e-01 3.45805666e-01 -3.39501383e-01 -5.20106555e-01\n", - " -3.14519208e-01 4.87172587e-01 -4.36035550e-01 5.66649855e-01\n", - " 1.66969524e-01 3.36258611e-01 -5.75334459e-02 -2.96172387e-02\n", - " -5.79424651e-01 -8.04597561e-02 2.21192724e-01 -1.84772811e-01\n", - " 5.22038995e-03 -2.29602658e-01 6.60662368e-02 -2.83020146e-02\n", - " -2.03033035e-01 -3.73395307e-01 2.21503263e-01 -6.28760588e-01\n", - " -2.38386847e-01 -4.55686541e-03 4.38873624e-01 -4.75834883e-02\n", - " -3.32695498e-01 1.77603802e-01 1.64736714e-02 -1.93081677e-01\n", - " 1.97832726e-01 2.64282618e-01 1.94827335e-01 1.03604566e-01\n", - " -8.12307426e-02 2.64906022e-01 -4.29629729e-01 -1.18179006e-01\n", - " -2.28505654e-01 -3.73452490e-01 -3.53983599e-01 1.77091364e-02\n", - " 2.20917979e-01 2.29760530e-01 4.22849655e-01 -9.65144916e-03\n", - " 1.54853784e-01 -5.04497049e-02 9.43316912e-01 3.64099114e-01\n", - " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02\n", - " 4.96634900e-02 -2.22114634e-01 -2.26913377e-02]\n", "Found 3045 total galaxies in catalog for cluster 52451\n", - "[ 0.55218165 0.28250305 0.051724 ... -0.0441815 0.09085065\n", - " 0.10740707]\n", "Found 1697 total galaxies in catalog for cluster 51057\n", - "[ 0.28275136 -0.42657209 -0.08416496 ... 0.25004617 0.40571457\n", - " -0.19426954]\n", "Found 2968 total galaxies in catalog for cluster 14210\n", - "[ 0.28030029 0.12090656 0.17583674 ... -0.24344883 0.18379\n", - " -0.08611869]\n", "Found 3194 total galaxies in catalog for cluster 33410\n", - "[-0.30022419 -0.16874144 0.22385079 ... -0.37206719 0.14518521\n", - " -0.28379434]\n", "Found 3816 total galaxies in catalog for cluster 78132\n", - "[-0.40962582 -0.33066473 0.08261277 ... -0.26750286 0.18975939\n", - " -0.31499258]\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "cluster_z and type 0.49929956 \n", - "cluster_z and type 0.64601874 \n", - "cluster_z and type 0.6410095 \n", - "cluster_z and type 0.6587467 \n", - "cluster_z and type 0.8156214 \n", - "cluster_z and type 0.6254669 \n", - "cluster_z and type 0.8727886 \n", - "cluster_z and type 0.5422798 \n", - "cluster_z and type 0.77666825 \n", - "cluster_z and type 0.33334264 \n", - "cluster_z and type 0.72671944 \n", - "cluster_z and type 0.46572214 \n", - "cluster_z and type 1.035111 \n", - "cluster_z and type 0.9868597 \n", - "cluster_z and type 0.48154548 \n", - "cluster_z and type 0.34901306 \n", - "cluster_z and type 0.660803 \n", - "cluster_z and type 0.5489526 \n", - "cluster_z and type 0.5732822 \n", - "cluster_z and type 0.48545152 \n", - "cluster_z and type 0.48073718 \n", - "cluster_z and type 0.5205169 \n", - "cluster_z and type 0.45513922 \n", - "cluster_z and type 0.37233016 \n", - "cluster_z and type 0.72563916 \n", - "cluster_z and type 0.25462273 \n", - "cluster_z and type 0.549555 \n", - "cluster_z and type 0.71684 \n", - "cluster_z and type 0.56993246 \n", - "cluster_z and type 0.6154449 \n", - "cluster_z and type 1.0356219 \n", - "cluster_z and type 1.0020661 \n", - "cluster_z and type 0.23431362 \n", - "cluster_z and type 0.5927657 \n", - "cluster_z and type 0.6087652 \n", - "cluster_z and type 0.6046681 \n", - "cluster_z and type 0.50011617 \n", - "cluster_z and type 0.593976 \n", - "cluster_z and type 0.8731144 \n", - "cluster_z and type 0.592247 \n", - "cluster_z and type 0.43162814 \n", - "cluster_z and type 0.51871866 \n", - "cluster_z and type 0.34493634 \n", - "cluster_z and type 0.43753046 \n", - "cluster_z and type 0.6061629 \n", - "cluster_z and type 0.71660864 \n", - "cluster_z and type 0.8984475 \n", - "cluster_z and type 0.86106193 \n", - "cluster_z and type 0.57198143 \n", - "cluster_z and type 0.48342547 \n", - "cluster_z and type 0.24044088 \n", - "cluster_z and type 0.6384199 \n", - "cluster_z and type 0.45206454 \n", - "cluster_z and type 0.7653682 \n", - "cluster_z and type 0.4100084 \n", - "cluster_z and type 0.9812018 \n", - "cluster_z and type 0.99775815 \n", - "cluster_z and type 0.8671669 \n", - "cluster_z and type 1.0477397 \n", - "cluster_z and type 0.49412334 \n", - "cluster_z and type 0.596166 \n", - "cluster_z and type 0.9101417 \n", - "cluster_z and type 0.5932099 \n", - "cluster_z and type 0.7193937 \n", - "cluster_z and type 0.653051 \n", - "cluster_z and type 0.53016365 \n", - "cluster_z and type 0.46268275 \n", - "cluster_z and type 0.84439105 \n", - "cluster_z and type 1.1292421 \n", - "cluster_z and type 0.28674597 \n", - "cluster_z and type 0.7892001 \n", - "cluster_z and type 0.5305519 \n", - "cluster_z and type 0.62169576 \n", - "cluster_z and type 0.61630654 \n", - "cluster_z and type 1.0183831 \n", "Process 0 done reading\n", "Overall pair count = 200603\n", "Collecting data for cluster 0\n", "Found 2851 total galaxies in catalog for cluster 11\n", - "[-0.44256325 0.05197701 0.4853728 ... -0.21345346 -0.05996671\n", - " -0.00186678]\n", "Found 2456 total galaxies in catalog for cluster 827\n", - "[-0.22962438 0.09968647 -0.26021797 ... -0.07829856 -0.42943527\n", - " 0.28415725]\n", "Found 2413 total galaxies in catalog for cluster 1985\n", - "[-0.17795113 -0.12206408 -0.00773827 ... -0.31951394 -0.54623969\n", - " 0.05257997]\n", "Found 2346 total galaxies in catalog for cluster 1632\n", - "[-0.19300229 -0.37189339 -0.11336875 ... -0.15278788 -0.11702557\n", - " 0.37637832]\n", "Found 891 total galaxies in catalog for cluster 2453\n", - "[-4.89275493e-02 -4.06373001e-01 -7.61063330e-02 -4.13264534e-01\n", - " -1.53958742e-01 -2.60233897e-01 1.29753575e-01 -9.99597675e-01\n", - " -1.00319443e+00 3.09183135e-01 -1.57725931e-01 -2.56840649e-01\n", - " 5.95243782e-02 -2.24517169e-01 2.42831957e-01 4.28093691e-01\n", - " 2.13780209e-01 -1.61198201e-01 -3.25190074e-01 8.84384655e-02\n", - " 4.33915169e-01 -7.03472025e-02 2.57904918e-01 1.08518613e-01\n", - " 1.15512928e-01 3.71598826e-01 8.17158199e-02 -3.27273922e-02\n", - " -7.07170594e-02 7.11664953e-01 2.99820244e-01 5.20494800e-02\n", - " -7.87646007e-02 -4.51566811e-02 2.17561557e-01 -4.36366624e-01\n", - " 3.13177050e-01 5.51991465e-01 -5.13464523e-01 -3.13062773e-01\n", - " 8.49039072e-01 1.46390332e-01 -3.96828102e-01 -2.18001445e-01\n", - " -1.55628589e-02 -2.50466969e-01 8.65978634e-02 9.72118092e-02\n", - " 1.53386672e-01 5.69204595e-01 -7.81708474e-02 2.31563579e-01\n", - " -6.62255102e-01 -1.62678033e-01 -2.35652709e-01 4.23666288e-02\n", - " 5.40500288e-01 -1.85784323e-01 3.93869510e-01 -7.12909807e-01\n", - " 6.71713804e-01 -2.79739801e-01 -1.25125791e-01 3.17283047e-01\n", - " -1.09959893e-01 -4.44060972e-02 -8.95469837e-01 -9.54786726e-02\n", - " -5.26878690e-02 3.14531500e-01 4.68797637e-01 -6.12360589e-02\n", - " 3.76431214e-01 3.78396160e-01 -2.33912292e-01 1.78777122e-02\n", - " -3.47209244e-01 -2.27189367e-02 8.16915811e-01 1.71169997e-02\n", - " -3.53833528e-01 -4.86728064e-01 2.03359983e-01 2.57938092e-01\n", - " 2.07500589e-02 4.90549214e-01 -2.28225645e-01 4.78766543e-01\n", - " -2.25425388e-01 -2.04998395e-01 -4.21091220e-01 6.75771398e-02\n", - " 3.38593316e-01 -5.44004206e-01 -3.28985207e-01 1.42054063e-02\n", - " 9.30115891e-02 -4.80568970e-01 -5.44336220e-01 -7.26663574e-02\n", - " -2.12985893e-01 6.52221308e-02 9.22196571e-02 1.03158230e+00\n", - " -3.75785998e-01 -2.30658155e-01 -3.00635654e-01 6.70483364e-01\n", - " -3.11499888e-01 2.17628732e-03 -3.33457800e-01 -9.21675342e-02\n", - " -3.09421758e-01 5.78289387e-01 -6.62151366e-01 -4.55131708e-03\n", - " 6.05462476e-01 -1.73100253e-01 -1.61796327e-01 4.52822178e-01\n", - " 1.30016692e-01 7.22911126e-02 2.94822867e-01 -2.38457981e-01\n", - " -3.39159582e-01 3.22130806e-01 -5.64220088e-01 9.85492665e-02\n", - " -1.73915657e-02 -3.70783551e-02 -4.05940374e-01 1.26735874e-01\n", - " 1.24150960e-01 7.14803714e-02 -4.08975325e-01 -4.48550951e-01\n", - " 9.06216891e-02 2.31662975e-01 -2.59520100e-01 -1.52257441e-01\n", - " -9.05953049e-02 -1.50136051e-01 3.00660830e-01 -2.33640948e-01\n", - " -4.54347002e-01 -4.77975499e-01 9.58027118e-02 2.67157461e-01\n", - " 5.76527539e-01 1.47912562e-01 -2.31887432e-01 -3.37452226e-01\n", - " -1.10269458e-01 -5.93202179e-02 -2.71370115e-01 -4.43723778e-01\n", - " -3.37394816e-01 -5.68594586e-02 -2.97369737e-01 -7.99064833e-01\n", - " -7.65832346e-01 -1.86887862e-01 -1.10340502e-01 1.05689761e-01\n", - " 1.45036250e-03 4.12283528e-01 -1.02150499e-01 2.80073123e-01\n", - " -1.98542369e-01 -5.27030940e-01 -3.20624080e-01 -3.23214579e-01\n", - " -7.40032745e-02 -2.96161386e-02 1.67845351e-01 5.84755468e-01\n", - " 3.53289652e-01 2.36719276e-01 2.50410005e-01 -2.15669480e-01\n", - " -2.67519068e-01 2.94147519e-01 -2.47719805e-01 3.01246831e-01\n", - " -2.78890518e-01 1.54630224e-01 3.89807674e-01 1.06782922e-02\n", - " 2.97880523e-01 7.05444415e-02 2.13760868e-01 6.78209372e-02\n", - " 2.09877948e-01 2.69367967e-01 1.79900796e-01 8.16421317e-01\n", - " 6.05455260e-02 4.31168705e-01 -2.59870423e-02 -2.44804182e-01\n", - " -3.82664553e-02 2.40733384e-02 -3.93956502e-01 -2.56045091e-01\n", - " -4.44909393e-01 -2.64569665e-01 -6.51207717e-01 -1.41428561e-01\n", - " 2.33471225e-01 -2.11766589e-01 -5.20625705e-01 1.45625129e-01\n", - " -2.54754042e-01 4.30591963e-01 3.63005280e-01 4.62965111e-01\n", - " 1.51449104e-01 -1.08360919e-01 -1.83274128e-01 2.01634219e-01\n", - " 3.48406208e-02 -7.39479618e-02 1.41624249e-01 -1.48373053e-01\n", - " -7.93490290e-02 -4.64476160e-01 9.25639676e-02 -4.64739165e-01\n", - " 4.32795164e-01 4.16902710e-01 -8.09933233e-01 -2.49479528e-01\n", - " -1.93443097e-01 1.56674729e-02 -4.36687370e-01 -4.28505476e-01\n", - " -7.79638789e-01 1.25990781e-01 2.13122111e-01 -1.29649146e-02\n", - " -2.42941955e-02 1.16067016e-01 -2.62093348e-01 -1.24081664e-01\n", - " 1.66029964e-01 2.58800447e-01 3.22288384e-01 1.09548345e-01\n", - " 4.33416871e-01 -3.10955598e-01 -6.54700858e-01 -9.06752962e-02\n", - " 8.35364626e-03 5.77444835e-01 2.27592543e-01 -4.58817317e-02\n", - " 9.30189034e-01 2.38223018e-01 -1.13925247e-01 1.64629594e-01\n", - " 2.89585625e-02 -5.97090454e-02 -7.14376088e-02 3.16216804e-01\n", - " 7.85370056e-01 2.44663699e-01 1.65243760e-01 -4.68317288e-01\n", - " 6.84191080e-02 1.04151422e-01 2.32848063e-01 1.47999951e-01\n", - " -2.49825517e-01 -1.26090311e-01 -6.70301053e-02 -5.21347761e-02\n", - " -2.64064851e-01 6.72203041e-01 -4.01193890e-03 2.89008310e-01\n", - " 4.43548521e-01 -3.05398330e-01 -1.07238340e-01 -3.47666352e-01\n", - " -4.42742876e-01 2.31087848e-01 1.10689660e+00 -4.19286465e-01\n", - " 3.78945279e-01 1.71010220e-01 1.51402570e-02 -8.80479453e-01\n", - " 2.83635216e-01 -9.16239773e-02 2.83938541e-01 -2.35636905e-01\n", - " -2.63351190e-01 -2.53227142e-01 1.68507706e-01 7.49043165e-02\n", - " 5.47681547e-01 -1.07465873e-01 2.75647018e-01 -3.51334171e-01\n", - " 3.63032410e-01 -1.98823228e-01 9.05829296e-02 2.09474831e-01\n", - " -1.43894920e-01 4.79518473e-01 1.63615623e-01 3.65132396e-01\n", - " 3.12161875e-01 -3.97272620e-01 -1.04426524e-01 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3.30541711e-01 2.81787264e-01\n", - " 2.50589841e-01 2.32384324e-02 3.69673304e-01 -7.65199821e-02\n", - " -4.44895378e-01 2.57079574e-01 -4.14819641e-01 7.56016991e-01\n", - " 3.52207441e-01 9.49973439e-02 5.58376521e-01 3.71208338e-02\n", - " -5.84985123e-02 -1.39115661e-01 -2.97096896e-02 -1.19881994e-01\n", - " 4.31974649e-01 9.23497376e-02 2.56661161e-01 -5.59696062e-02\n", - " -3.18313032e-01 -1.84966605e-02 2.91727316e-01 -2.69629485e-01\n", - " 2.18213422e-01 -4.34250182e-01 -2.30962213e-01 -2.54223705e-01\n", - " 8.02814498e-02 -3.44330755e-01 -2.70380742e-01 7.85782599e-01\n", - " 3.24539974e-01 -1.27237642e-01 -8.57910644e-01 4.24416631e-01\n", - " -1.68106331e-01 -4.39481945e-02 -3.61658393e-01 4.11891182e-02\n", - " 6.76103321e-01 9.48803230e-02 -2.61572756e-01 2.89963018e-01\n", - " 4.26854983e-01 -1.50408880e-01 6.41749092e-01 4.52569572e-01\n", - " -4.27626763e-01 1.59502205e-01 1.53649528e-01 -7.06793274e-01\n", - " 3.85115366e-01 9.87038364e-02 4.37403458e-01 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2.31375331e-01 -3.56630666e-01\n", - " -2.20364786e-01 -6.08257232e-02 2.71356772e-01 -6.85691647e-01\n", - " -4.50814283e-01 1.28010198e-01 3.43330796e-01 1.57437890e-01\n", - " 2.02440468e-02 9.91202930e-02 -2.65539043e-01 6.25850509e-01\n", - " 2.84420867e-01 -1.25043720e-01 6.06595389e-02 -2.32654912e-02\n", - " 1.77854846e-01 2.44079669e-01 -1.96084338e-01 -2.70564739e-01\n", - " -3.80944174e-01 -3.33952782e-01 -8.64727440e-02 4.39772478e-01\n", - " 4.72799257e-01 1.25705273e-01 4.92925008e-01 -4.50841382e-01\n", - " 4.46562452e-01 -4.14843117e-01 -2.01558826e-01 2.35862973e-01\n", - " 2.62822735e-01 1.62887990e-01 2.03936865e-03 3.43962162e-03\n", - " -8.96894241e-01 -7.00448871e-01 6.76069503e-03 -7.38713113e-01\n", - " -6.89052187e-02 2.40996183e-01 -6.41214078e-01 -6.67777616e-02\n", - " -5.62547451e-01 5.08946118e-01 5.78997263e-01 4.69390793e-01\n", - " -2.03804729e-01 -1.52274713e-01 4.47757544e-01 -1.82664158e-01\n", - " 7.87328849e-03 -5.51176006e-01 6.52861292e-02 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-1.05275951e-01 4.54629141e-02 4.55417020e-01 -1.61094216e-01\n", - " -4.77846307e-02 2.69483671e-02 1.47616515e-01 -2.99432480e-01\n", - " 1.06249982e-01 2.32665534e-01 -4.73837740e-02 5.26099018e-01\n", - " 1.55448252e-01 -2.61939957e-01 -6.40294294e-01 2.12821812e-01\n", - " -5.71815912e-02 7.06005885e-01 -6.44853137e-02 5.42775367e-01\n", - " 5.11306500e-01 1.45984214e-02 -8.49897991e-03 -3.15747638e-01\n", - " -2.58785157e-01 -5.20884756e-02 -1.55834278e-01 2.03137185e-01\n", - " -2.72054206e-01 3.27087877e-01 3.63773814e-01 -6.65726550e-02\n", - " 2.03472210e-01 -2.72351636e-02 -1.13323813e-01 -4.17959427e-01\n", - " 1.75098900e-01 -3.03326834e-01 4.14555168e-01 -1.58232066e-02\n", - " -1.29560978e-01 -5.13355731e-01 4.87888043e-02 4.96962770e-02\n", - " 1.10829909e-02 -3.03628969e-01 -2.64000230e-01 9.18045217e-02\n", - " 2.76588131e-01 -3.24067443e-01 -1.45608200e-02 4.02327554e-01\n", - " -3.55785337e-02 3.14724575e-01 -3.41335037e-02 -3.62343156e-01\n", - " -1.47158970e-01 2.58488222e-01 4.35556838e-02 -8.30518866e-02\n", - " 3.08901869e-01 6.82840306e-02 1.36638288e-01]\n", "Found 3782 total galaxies in catalog for cluster 2678\n", - "[ 0.17352317 -0.02513944 0.21078606 ... 0.27358209 -0.09218695\n", - " 0.13221218]\n", "Found 1069 total galaxies in catalog for cluster 4643\n", - "[-0.03108707 -0.38184432 0.12268852 ... 0.00917752 -0.13958574\n", - " 0.41243912]\n", "Found 432 total galaxies in catalog for cluster 5084\n", - "[-0.24927471 0.54792339 -0.28149212 -0.65001286 -0.06749086 0.34786686\n", - " -0.33010333 -0.00604183 0.75837092 -0.06294399 0.14503662 0.00235871\n", - " -0.48951396 -0.10786495 -0.14342861 0.26155859 -0.50422676 -0.61752049\n", - " 0.02925909 0.49552087 -0.22262144 -0.06131396 0.16084373 0.06801118\n", - " 0.58282961 0.02037283 -0.08160209 -0.15751835 -0.04334347 0.51796909\n", - " 0.09062251 -0.18517302 -0.02407015 0.26371478 0.29063845 -0.05781899\n", - " -0.52354507 0.17275393 -0.39411949 0.17795839 -0.03131033 0.16393547\n", - " 0.04212757 0.15373314 -0.3014956 0.00104065 -0.01048369 0.57318467\n", - " -0.4900417 -0.13077491 -0.52300613 0.26681713 -0.39022501 0.16404039\n", - " -0.13675564 0.55678148 0.12222419 0.21693641 0.0870377 -0.77659669\n", - " -0.14397806 -0.2019248 0.60148284 -0.32384929 -0.36830177 -0.38268115\n", - " -0.20076038 -0.40580159 0.11793942 -0.23924339 0.35473335 0.10966492\n", - " 0.25678974 0.43609911 -0.42469539 0.37430052 -0.30806175 0.05325131\n", - " 0.21790814 -0.45377251 -0.37316123 -0.21373107 0.50459644 0.23594813\n", - " -0.24169614 0.56162608 -0.54498798 -0.15993653 -0.52052357 -0.39347974\n", - " -0.27742205 0.01205218 -0.51905319 0.3010781 -0.45487751 0.05747166\n", - " -0.06184358 0.42400123 -0.17068791 -0.43746326 0.01097093 0.36400484\n", - " -0.15875355 0.24366814 -0.15218103 0.68521255 0.11697119 -0.14382034\n", - " -0.03382665 0.10872826 0.42288155 -0.28908015 -0.19060693 -0.11419894\n", - " -0.2210347 -0.36214184 0.62599758 0.1930822 0.57175166 -0.72687551\n", - " -0.11625608 -0.20950556 0.27644932 -0.49153369 0.62426712 0.16033359\n", - " 0.5390668 0.01689115 0.39735806 0.07247757 0.06163891 -0.4686998\n", - " 0.17316671 -0.4579808 -0.14140645 -0.45598298 -0.47180779 -0.317638\n", - " -0.094571 -0.4079802 0.46000147 -0.3892562 0.17837223 -0.30435657\n", - " 0.10338204 0.04464357 0.24014853 -0.03923023 0.14532668 -0.13182192\n", - " 0.08450704 0.13344682 -0.22617371 0.13811208 -0.21922257 -0.3579841\n", - " 0.26081493 0.37974866 -0.40033119 -0.05479773 -0.20279663 0.31954384\n", - " -0.42332077 -0.16401569 -0.27508616 0.3050529 0.31006794 -0.21256202\n", - " 0.0274165 0.1184171 -0.40599737 -0.37696513 0.24597483 0.40386368\n", - " 0.14560873 0.49658798 -0.3069261 0.30220038 0.2746117 0.41662523\n", - " 0.30992985 -0.42518026 0.25899825 -0.05615207 -0.2201106 1.0115565\n", - " -0.24995208 -0.78749504 -0.31832944 -0.40617783 -0.4752113 0.87321555\n", - " -0.05244465 -0.04494542 0.17541383 -0.38769728 -0.09163558 -0.25382898\n", - " -0.20297023 0.09435116 -0.08558657 0.13799749 0.12554849 0.01621385\n", - " -0.37545887 -0.49372889 -0.03034068 0.07024844 -0.02296347 0.34128926\n", - " 0.46460054 0.34689314 -0.05312815 0.05805967 -0.28435786 -0.26030911\n", - " 0.438758 0.15153853 0.51413226 -0.71968987 0.1440054 -0.69877648\n", - " -0.3762142 -0.75088743 0.23204435 -0.21716397 0.0675916 -0.04790055\n", - " -0.04596649 -0.27862529 -0.21658376 0.32088634 -0.35681938 -0.31384204\n", - " -0.60722438 0.04110688 -0.0721504 0.35485296 0.26800037 0.06390775\n", - " 0.13616274 0.37232123 0.17838933 0.27237119 -0.04720464 -0.37553912\n", - " -0.42220213 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367\n", - " -0.14658378 -0.03848797 0.04955587 -0.03361411 0.04373689 0.53175037\n", - " 0.37689406 0.28055206 0.01269991 -0.091537 -0.05846386 -0.17755646\n", - " 0.13514935 0.37187375 0.15063859 -0.24692329 -0.05429957 0.07335799\n", - " -0.2765225 0.19485024 -0.0310186 0.51189477 0.2489142 0.29006985\n", - " 0.24378683 -0.37987685 -0.41793889 -0.30083218 -0.16666254 -0.24884954\n", - " 0.16076563 0.28934135 0.37873824 0.72836486 0.48907553 0.09414031\n", - " 0.65084578 -0.51449183 0.19677627 -0.39245603 0.04783534 0.38128156\n", - " 0.1791412 -0.11890563 0.15708258 -0.09354228 0.02577365 0.22326971\n", - " -0.27037179 -0.01821258 0.03915999 -0.19849972 0.44641108 -0.49737552\n", - " 0.14541447 0.69821255 0.13293896 -0.23742195 0.41154856 -0.25705269\n", - " -0.06165615 -0.07458207 0.23196386 -0.21974918 -0.25866125 -0.4251706\n", - " 0.12123243 -0.36630448 -0.25457987 0.17106763 0.06280248 0.37432777\n", - " -0.4391393 -0.24189997 -0.21597183 -0.35530987 0.09319087 -0.27040489\n", - " -0.16037856 -0.30251945 0.42964916 -0.07439399 -0.37291482 0.17574554\n", - " 0.17145902 0.31546052 -0.40078156 0.10823114 -0.20979835 0.07236027\n", - " -0.04604414 -0.0466076 0.08551859 0.48083148 0.12646153 -0.3832598\n", - " -0.14013194 0.16176409 0.59585999 -0.25897537 0.25096193 0.19175464\n", - " 0.30954613 -0.23701208 -0.34515018 0.12579362 0.48631061 -0.18241116\n", - " 0.10899 0.37874493 0.21191433 -0.25548522 0.30971792 0.07156404\n", - " -0.22000536 0.18623378 -0.54370472 -0.08572594 -0.16493445 0.07355904\n", - " 0.71086425 0.30450904 -0.50900657 0.03133969 0.30560765 -0.09985616\n", - " -0.11860629 0.23120404 0.0070221 -0.46073189 0.14213438 -0.3261997\n", - " 0.61720225 0.64259625 -0.51021344 -0.317088 0.24942943 -0.0503403\n", - " 0.47327695 0.22364648 -0.29706602 -0.20338964 0.09282843 0.47534773\n", - " 0.21675413 -0.03494114 -0.12615839 0.67676526 -0.1081142 -0.13209859\n", - " -0.04032914 0.44219701 -0.00944681 -0.09425838 -0.21692147 0.04765003\n", - " 0.52979473 -0.16922091 -0.0109586 0.19598939 -0.40119623 0.63133019\n", - " -0.36576038 0.0897985 -0.65151537 -0.16360689 -0.39742472 0.4458309\n", - " -0.26375664 0.21953887 -0.15782198 0.00171702 0.38856698 -0.11167347\n", - " 0.06471646 -0.05200154 0.36637244 -0.10305272 -0.33498803 0.43694039]\n", "Found 2149 total galaxies in catalog for cluster 4434\n", - "[-0.07190587 0.23716728 -0.20356562 ... -0.40288889 0.55962641\n", - " -0.33323614]\n", "Found 1830 total galaxies in catalog for cluster 3939\n", - "[-0.23419754 -0.5861886 -0.46493597 ... -0.19910221 -0.02715269\n", - " 0.01194859]\n", "Found 4496 total galaxies in catalog for cluster 6139\n", - "[-0.18902135 0.44757871 -0.03308959 ... 0.24056515 0.06383957\n", - " 0.17788326]\n", "Found 1511 total galaxies in catalog for cluster 4709\n", - "[-0.4605353 -0.5536041 -0.13632512 ... -0.05748262 -0.2746567\n", - " -0.23447674]\n", "Found 3903 total galaxies in catalog for cluster 7121\n", - "[-0.2090535 -0.74417555 -0.26309276 ... -0.18545777 -0.09708966\n", - " 0.35568138]\n", "Found 3294 total galaxies in catalog for cluster 8547\n", - "[-0.23020149 -0.63919564 -0.25121011 ... -0.2594668 -0.07954555\n", - " 0.27375261]\n", "Found 819 total galaxies in catalog for cluster 8685\n", - "[-4.05042212e-02 1.05230632e-01 5.60684130e-01 -8.92766457e-01\n", - " 2.11564421e-01 -2.86194671e-01 6.38331152e-01 2.91769205e-03\n", - " 2.28813038e-01 -3.07826924e-01 -1.86603518e-01 -5.52556101e-01\n", - " 3.38926960e-01 -5.39507936e-01 -1.05811178e-01 -2.47243507e-01\n", - " -2.08476830e-01 1.26445039e-01 5.34219818e-01 4.83586353e-01\n", - " 3.25559185e-02 -3.50808691e-01 1.55454755e-01 1.92399661e-01\n", - " 1.79122038e-01 -5.49264526e-02 -1.72225424e-01 -3.42897055e-01\n", - " -2.31767436e-01 1.35503485e-01 6.48138830e-02 -6.77222956e-02\n", - " 5.82010144e-02 -6.12542028e-02 1.50848697e-01 -3.27461857e-01\n", - " -4.19920327e-01 -1.24155297e-01 5.15622298e-02 3.25989761e-02\n", - " 6.57321490e-01 1.23231230e-02 2.73878772e-01 -9.84235386e-02\n", - " -8.22461881e-01 1.12752446e-01 9.21130052e-02 -2.61878867e-01\n", - " 1.49798126e-01 8.08289400e-02 2.47624472e-02 3.23870399e-02\n", - " -9.33985978e-04 -4.01053150e-01 4.10950695e-01 -7.74154841e-02\n", - " 1.30204455e-01 6.11076444e-02 2.70709026e-02 6.02852795e-01\n", - " 2.52989254e-02 1.58462322e-01 -1.46014511e-01 -3.69249668e-02\n", - " 8.18436143e-01 1.86538291e-01 -9.40249845e-01 6.81160037e-02\n", - " 1.59501716e-01 -2.22123603e-01 -4.80498494e-01 -1.37779988e-01\n", - " 1.41401365e-01 1.31065847e-01 3.51829993e-01 -4.79179427e-01\n", - " 2.88510480e-01 -1.10658942e-02 3.14736460e-01 -3.41145860e-01\n", - " 3.13683951e-01 7.77980876e-02 -2.66255771e-01 -2.31491462e-01\n", - " -2.99432611e-01 1.44959581e-01 6.87404117e-01 -5.31099462e-01\n", - " -3.56388016e-01 -8.85696703e-02 -1.08362038e+00 -4.36626213e-02\n", - " 2.96121652e-01 2.43050640e-01 2.67536841e-01 2.73141803e-01\n", - " -1.13999056e-02 1.32852185e-01 -1.08942908e-01 3.75798185e-01\n", - " -3.38821046e-01 -9.74265810e-02 -4.71900763e-01 -2.52726615e-01\n", - " 2.36944859e-01 -3.78958084e-01 -3.51768943e-01 1.28102880e-01\n", - " 2.51242240e-01 3.96746905e-01 2.83674236e-01 2.43258403e-01\n", - " -1.37584299e-01 -3.13989436e-01 5.66417846e-01 4.72984302e-02\n", - " 3.43371071e-01 -3.68974863e-03 4.46948369e-01 2.14275546e-01\n", - " 6.21124824e-01 -3.64535501e-01 1.53702041e-01 5.33838058e-01\n", - " 2.21344559e-01 -2.57291769e-01 2.70728562e-01 -4.23789974e-01\n", - " 8.49493124e-01 7.12367993e-02 5.31510145e-01 -3.92481116e-01\n", - " -3.03097133e-01 1.74505502e-01 -5.02839652e-01 -5.80996452e-01\n", - " 7.27513369e-02 -1.91109246e-01 -3.34080915e-01 -2.51647736e-01\n", - " -7.35349879e-01 2.80838758e-01 7.12850372e-01 -2.57003719e-01\n", - " -4.37428517e-01 -6.50604839e-01 -7.01589381e-02 -6.46657110e-03\n", - " -1.48619360e-01 3.07076496e-01 -8.46241992e-02 -1.34123659e-01\n", - " -2.79372524e-01 -4.24390746e-01 -1.29267635e-02 -2.88835345e-01\n", - " 9.53759570e-02 3.21210142e-01 7.53860617e-01 -2.26860410e-01\n", - " -6.16827239e-01 -6.73632749e-01 -3.47912171e-02 1.26331355e-01\n", - " 4.74667334e-01 1.69244102e-01 5.24510574e-01 2.83300358e-01\n", - " -9.29129557e-03 1.74201361e-01 -4.25645878e-01 -2.26402263e-02\n", - " -2.17789068e-01 2.92446445e-01 -1.69351622e-02 -2.57038719e-01\n", - " -4.86325263e-01 1.61840355e-01 -8.33453018e-02 -7.38107298e-03\n", - " 4.06207595e-02 -2.23852359e-01 -2.94011438e-03 4.05217988e-01\n", - " -5.07389284e-01 4.30726217e-01 -5.88561819e-01 -7.16705837e-02\n", - " -2.88949295e-01 -9.92187528e-02 1.60615594e-01 -2.48755053e-01\n", - " 5.92030838e-02 -4.02863579e-01 -2.59224125e-02 3.35411461e-02\n", - " 1.02678919e+00 7.81495394e-01 4.07120166e-01 6.50789583e-01\n", - " 1.70219543e-01 1.31829965e-01 2.58617993e-02 3.58786333e-01\n", - " 2.77706284e-01 -1.26469103e-02 -3.32669409e-01 -1.16702173e-01\n", - " -1.23773444e-01 1.00675685e-01 7.58644585e-01 -1.82477765e-01\n", - " -5.74197573e-02 -4.38175962e-02 -5.53103301e-02 3.44081778e-01\n", - " -3.05259307e-01 6.86225520e-01 -4.88891285e-01 4.23420623e-02\n", - " 4.68676445e-01 -7.43078621e-02 5.32395142e-02 -2.68480550e-01\n", - " 1.97493752e-01 -5.70556474e-01 3.45869974e-01 -2.87199756e-02\n", - " -6.49673815e-02 -1.62524659e-01 2.90942286e-01 1.66957128e-02\n", - " 4.22941410e-01 5.32183808e-02 -2.08233589e-01 -4.68159172e-01\n", - " -5.38800027e-01 -2.34050104e-01 1.10499572e-01 4.29389224e-01\n", - " 5.09929772e-02 -9.68591974e-03 6.71672452e-02 -4.23781677e-01\n", - " 2.31749878e-01 -1.55357239e-01 5.71938411e-01 3.95381122e-01\n", - " -8.97070917e-02 -4.34714218e-01 -3.16357819e-01 4.57925379e-02\n", - " -1.94227398e-01 -3.15000018e-01 7.15101892e-02 7.49875917e-02\n", - " -3.92534078e-01 3.01261406e-01 -5.48090122e-03 -4.06102286e-01\n", - " -1.17887460e-01 -1.00314244e-01 -1.00268085e-01 3.69302961e-01\n", - " -3.06907925e-01 -5.09118921e-02 7.29128890e-02 -8.08916505e-02\n", - " 1.02483617e-01 -5.03602273e-01 5.69842486e-01 -7.41004802e-02\n", - " 4.41111031e-01 1.30719362e-01 -6.11685069e-02 -6.78289520e-02\n", - " -2.53992890e-01 -7.48527754e-02 -1.28403406e-01 3.99379326e-01\n", - " 3.95940937e-01 5.15444791e-01 1.49957498e-01 3.43690298e-01\n", - " 6.46878218e-01 7.24031710e-01 -4.56056719e-02 8.46805770e-02\n", - " 2.47187202e-02 -5.83212039e-01 1.15184542e-02 3.26178589e-02\n", - " 3.15313737e-01 -8.09473464e-01 -2.98711071e-02 -4.17053269e-02\n", - " 3.53848924e-01 2.49322375e-01 3.33586101e-01 -1.48591140e-01\n", - " 1.48470204e-01 6.63883879e-02 4.82096545e-02 -1.40703435e-01\n", - " 4.95015664e-01 7.85901068e-02 -5.56428116e-02 1.22003466e-01\n", - " 2.48400283e-01 2.15681173e-01 3.79182186e-02 -2.67394151e-01\n", - " -6.03513810e-02 1.11571790e-01 -6.40308507e-02 -3.86044370e-01\n", - " 5.18691903e-02 -8.83802290e-01 2.50939346e-01 3.82377871e-01\n", - " -2.10239138e-01 -5.00473254e-01 1.64514989e-01 -2.94023498e-01\n", - " 1.51495268e-01 4.21344786e-02 -8.14060764e-01 -4.04254401e-01\n", - " 1.59618534e-01 -8.75066505e-02 -4.24623041e-02 -2.15807421e-02\n", - " -5.33169490e-02 2.25222917e-01 5.80689280e-02 8.52085280e-02\n", - " -1.78248163e-02 6.87421374e-03 -2.37852852e-01 -3.99780604e-01\n", - " -4.22424949e-01 -3.50025920e-02 -7.80751295e-02 -6.57655426e-02\n", - " 3.55074011e-03 -8.58057874e-02 3.80006610e-01 -1.65717835e-02\n", - " -1.26333258e-01 4.01071953e-02 -3.93833422e-02 -2.34705711e-01\n", - " 2.69821632e-01 -2.89370379e-02 -5.44967275e-01 3.35691860e-01\n", - " 3.49240964e-01 -2.20822683e-01 2.60365514e-01 -9.32147713e-02\n", - " -2.80542514e-02 -2.71927298e-01 -4.93145157e-01 -4.79546627e-01\n", - " 3.33222114e-01 -4.17215493e-02 -3.70087635e-01 -1.71589073e-01\n", - " 4.81937164e-01 -3.80522222e-01 -7.69206171e-02 1.26148559e-01\n", - " 1.82699104e-01 3.13759485e-01 -4.60536843e-01 2.51629839e-01\n", - " -1.27558672e-01 -1.64276612e-01 2.24707046e-01 2.34545800e-02\n", - " 2.14796421e-01 -6.20432574e-01 4.21130219e-01 1.79123670e-01\n", - " 1.32341299e-01 3.14172029e-01 1.26569935e-02 -1.72044760e-01\n", - " 7.87003788e-01 1.75756496e-01 -3.54435342e-01 -3.00449941e-01\n", - " -2.82577116e-01 -2.72935913e-01 -3.30738679e-01 7.34625270e-02\n", - " 1.69264223e-02 -1.87242125e-01 2.95472353e-01 -8.51518656e-02\n", - " 4.12579675e-01 3.68043108e-01 -1.90104239e-01 7.94172846e-01\n", - " 5.02830025e-01 8.30907096e-02 5.55301912e-01 4.65385705e-01\n", - " -1.74888672e-02 -2.55814886e-01 -9.33545621e-02 -6.72496198e-02\n", - " 2.35346896e-01 -5.43837600e-02 2.29519355e-01 -3.39702557e-01\n", - " -5.26566782e-01 -3.57963057e-01 2.52600741e-01 -7.60321537e-01\n", - " 3.77504837e-01 2.93179919e-01 -2.37300990e-01 -2.16225461e-02\n", - " -1.39069416e-01 -2.48266474e-01 2.02923646e-01 -6.93450843e-01\n", - " -2.15529362e-01 1.09118969e-01 1.63619411e-01 -9.66176610e-02\n", - " 1.13640439e-01 2.45022523e-01 2.30518365e-01 3.36963403e-01\n", - " 5.35655839e-01 -2.03642811e-01 -1.55752865e-01 5.19311751e-03\n", - " 1.52294797e-01 3.45213118e-01 -2.89131873e-01 -2.35468864e-01\n", - " -1.96792744e-01 -6.29330426e-01 1.08668705e-01 -8.02059066e-02\n", - " 4.83354980e-01 -9.75819345e-03 -4.50431197e-01 -2.25385942e-01\n", - " 1.20224644e-01 -5.80876378e-02 -9.93638000e-02 -4.98943983e-01\n", - " -3.08847710e-01 1.91659843e-01 2.53032581e-01 -1.15117818e-01\n", - " 6.58603447e-01 1.41027730e-01 -5.64496493e-02 -1.96369619e-01\n", - " -7.46829058e-01 -9.94179821e-01 4.54800863e-01 -8.93532286e-02\n", - " 1.27260996e-01 -8.84175265e-02 3.37137631e-01 -3.38213082e-01\n", - " 1.41046320e-01 -1.97492662e-01 -4.75089202e-01 3.96037912e-01\n", - " -1.14009125e-01 -1.86480011e-01 1.36774694e-01 -1.06630759e-01\n", - " -1.94303082e-01 9.05104477e-03 2.68219839e-02 -1.68486084e-01\n", - " -5.86026775e-01 -4.39267794e-02 -3.38383505e-01 -2.75568455e-02\n", - " 1.59510795e-01 9.03074475e-03 3.81993471e-01 3.07248173e-02\n", - " -7.67019011e-02 4.28499829e-02 -6.11498167e-02 -4.27508594e-01\n", - " 2.13201373e-01 6.22321866e-02 -3.06897146e-01 3.26422949e-01\n", - " 5.82853602e-01 8.18830009e-02 1.20532824e-02 -9.59158115e-01\n", - " 8.66358930e-02 4.09083118e-02 -7.15624221e-01 3.41561295e-01\n", - " 1.31801721e-01 5.33991060e-01 4.18942522e-01 1.40670701e-01\n", - " 4.00929401e-01 -2.12830898e-01 1.30461750e-02 4.25153722e-01\n", - " -3.47101442e-01 3.70753339e-01 2.42553461e-01 -1.94639006e-01\n", - " 2.05540756e-01 2.51102468e-01 1.21594568e-01 5.42658420e-01\n", - " -1.64873714e-01 -3.54823614e-01 -1.46165098e-01 -3.54339943e-01\n", - " -2.87938481e-01 -2.12002616e-01 4.40710176e-02 -5.38627797e-01\n", - " -1.56602847e-01 4.29680273e-01 2.29550520e-01 3.55945494e-01\n", - " -6.86609320e-02 -1.20856742e-01 2.18732380e-01 -1.13054337e-01\n", - " 3.88550075e-01 2.60484896e-01 4.74317900e-01 -1.42651915e-01\n", - " -3.94896596e-01 -3.03749467e-01 -1.38588378e-01 -2.69499976e-01\n", - " -1.41031376e-01 2.28502920e-01 -2.95695527e-01 7.82837278e-02\n", - " 4.33900602e-02 1.33306977e-01 -5.00308228e-02 2.83188443e-01\n", - " 3.03296783e-02 1.99739351e-01 2.39347140e-01 -3.23998220e-01\n", - " 3.10690972e-01 -5.62058740e-01 -2.49835141e-01 6.66379674e-01\n", - " 2.90122519e-01 -6.81618663e-02 -8.41918287e-02 -9.52279954e-02\n", - " -5.18546088e-01 -3.12851566e-01 1.70123674e-01 -2.18275884e-01\n", - " -2.46293696e-01 -2.91576033e-01 -9.87486350e-03 -2.75096006e-01\n", - " -1.55959015e-01 7.42821859e-01 7.78687386e-02 -2.12767354e-01\n", - " -9.29911848e-02 1.14820354e+00 -1.22212246e-02 3.57965249e-01\n", - " -3.06645981e-01 -5.88113561e-01 1.00667833e-01 -6.19346433e-03\n", - " 4.28339508e-01 4.72536745e-01 2.60224329e-01 -4.23960970e-01\n", - " 1.08104291e-01 7.50462020e-02 -4.91338703e-01 7.80662913e-02\n", - " 4.05715824e-01 -7.43901611e-01 9.27433604e-02 -3.95210121e-01\n", - " -2.86266486e-01 2.34493198e-01 -5.50269012e-02 8.50147949e-02\n", - " -3.22673370e-01 2.32758611e-01 -2.42956167e-01 3.43261223e-01\n", - " -7.05523102e-01 3.78197477e-01 2.59919252e-02 -7.99066653e-01\n", - " 1.17781444e-01 -1.63894890e-01 8.26506195e-02 3.58877513e-01\n", - " -4.16530925e-01 4.42660102e-01 -1.79275415e-01 3.10848990e-01\n", - " 9.33661128e-02 -7.41806531e-01 -2.95259503e-01 -3.48251008e-02\n", - " 2.11983774e-01 -1.18194454e-01 4.99586824e-01 -6.70691209e-02\n", - " 3.15199213e-01 2.37091247e-01 -3.01628673e-01 -4.08479319e-01\n", - " -2.89040891e-01 3.27357124e-01 3.21304128e-01 -5.06129602e-01\n", - " 2.81892634e-01 4.14884947e-02 6.12762535e-01 -2.07063450e-01\n", - " 3.64288097e-02 3.71136331e-01 -4.46557771e-01 2.12157269e-01\n", - " 1.09910018e-02 -2.10044042e-01 2.27595358e-01 3.46262914e-01\n", - " 3.96188850e-01 -5.65323974e-01 -1.05136357e-01 -4.40310035e-02\n", - " -2.04595422e-01 2.52186467e-01 7.56027869e-02 3.26139242e-01\n", - " -7.61486414e-03 5.37662415e-01 2.56132675e-01 -2.82322963e-01\n", - " -3.42606971e-01 3.41465643e-01 7.13452923e-02 6.39408357e-02\n", - " 2.38254665e-01 1.72233430e-01 -1.21437765e-02 4.54970345e-01\n", - " -8.41173225e-02 -8.41639689e-01 4.49745496e-01 2.20619526e-01\n", - " 4.35856279e-02 -4.00995446e-01 -3.18698764e-01 8.47082677e-01\n", - " -3.27376367e-01 3.06623347e-02 2.89714661e-02 -9.35981022e-01\n", - " -1.60848501e-01 -1.90873091e-01 3.10470214e-01 3.19428979e-01\n", - " -2.95099854e-01 -7.63432089e-02 -5.97975159e-01 1.88327858e-01\n", - " 5.13557668e-01 1.04105585e-01 1.18270786e-01 -2.25877296e-01\n", - " -6.98018499e-01 -2.58733011e-01 3.54797063e-01 2.63875314e-01\n", - " -2.01014379e-01 -2.85509627e-01 5.09488306e-02 6.73776999e-01\n", - " -2.26912121e-01 1.57448096e-01 -1.16699876e-01 -3.69823411e-01\n", - " 3.45363849e-01 -3.65097761e-01 1.51617871e-01 -8.74074827e-02\n", - " -5.04208121e-01 -6.98074177e-01 -1.03273257e-01 1.37482343e-01\n", - " -7.36578159e-02 1.30985330e-01 -5.50744269e-02 2.40650885e-01\n", - " 4.32752097e-01 5.22097233e-03 -1.97500467e-02 -4.45010389e-02\n", - " -2.37494114e-01 -2.43704317e-01 -4.67260609e-01 -5.70736078e-01\n", - " -1.22931029e-01 -2.25645792e-01 3.08201220e-01 -4.44574087e-01\n", - " 5.07831724e-01 -5.51280512e-01 -4.00879318e-01 1.55541639e-01\n", - " 2.07193000e-01 1.28230723e-01 2.22849109e-01 4.37039494e-01\n", - " -3.59752942e-01 -5.13740229e-02 4.10599110e-01 1.52541502e-01\n", - " 2.94901883e-02 1.67363444e-01 6.96259457e-01 -7.50671035e-01\n", - " 1.13847809e-01 -5.08288986e-01 9.38655695e-02 1.48911324e-02\n", - " -9.32216890e-02 1.18768453e-01 2.59758837e-01 -3.36000363e-01\n", - " 2.74882245e-01 2.11224172e-01 -1.04903027e-01 -4.52731073e-01\n", - " 7.35019192e-01 2.29038557e-01 2.31957624e-01 1.13683625e-01\n", - " 5.10726591e-01 7.64327241e-02 8.92379973e-02 2.53140342e-01\n", - " 7.56272320e-02 5.63626264e-02 -1.88153369e-01 1.58973824e-01\n", - " -1.21374229e-02 -2.59118795e-01 2.44053826e-02 4.41418701e-01\n", - " 2.60121520e-01 2.73611002e-01 2.12384903e-01 -3.56103135e-01\n", - " 2.07146499e-02 -3.92558846e-02 7.74009708e-02 1.20400764e-01\n", - " -1.51211918e-01 -3.68510313e-01 1.73661743e-01 1.10156766e-01\n", - " -3.11712640e-01 -5.07187733e-01 -1.40677855e-01 -3.01247608e-01\n", - " -1.64806688e-01 -4.32918770e-01 2.37960489e-01 3.03419840e-01\n", - " 6.93096902e-01 -1.37862804e-01 -2.47343654e-02 -8.51119838e-02\n", - " -1.02798509e-01 -5.09986108e-01 9.84601968e-02 6.99841555e-02\n", - " 4.27932871e-01 4.47837434e-01 -1.52882295e-01 8.77797065e-02\n", - " -8.42873630e-02 1.00220470e-01 6.33076854e-02 1.12432169e-01\n", - " -2.11604416e-01 -7.04501946e-02 -2.43055169e-01 -4.25476823e-01\n", - " 1.14781785e-01 -4.98923430e-02 2.40671227e-01 7.98218902e-02\n", - " 4.04831862e-02 5.02870838e-01 3.97452334e-01]\n", "Found 626 total galaxies in catalog for cluster 8995\n", - "[-3.34904473e-01 -3.33287381e-01 5.36114124e-01 4.26838563e-01\n", - " 5.45234465e-01 8.80745404e-02 2.64491194e-01 -4.97361867e-04\n", - " 2.00705796e-01 -9.50691493e-01 2.26466605e-01 8.24578024e-02\n", - " -1.71532401e-01 -2.21754877e-04 -1.60454720e-01 1.88030229e-01\n", - " -1.05333894e-02 -3.57093556e-01 1.53059032e-02 2.27846140e-01\n", - " -1.65136630e-01 6.51200944e-02 -1.61971741e-01 -5.67394582e-01\n", - " -9.57166178e-02 -2.62118984e-01 -2.36128336e-01 -4.53559065e-01\n", - " -2.65429097e-01 -4.48096294e-01 -2.75256518e-01 4.18425357e-01\n", - " -1.82230092e-01 -1.26872136e-01 1.87569757e-01 3.50070904e-01\n", - " 7.65176792e-01 3.32959232e-01 2.03331075e-01 1.15383888e-01\n", - " -1.92144641e-01 -2.33574029e-01 -7.47797009e-02 1.55304431e-01\n", - " 3.04679606e-02 -2.18173204e-02 -1.50226808e-01 -2.48880079e-01\n", - " -1.16490434e-01 1.27203378e-01 1.67546963e-01 -8.06371147e-02\n", - " -6.86324473e-01 -3.68859364e-01 6.49522614e-01 5.30155595e-01\n", - " 2.93387216e-01 3.08158963e-01 -5.94725139e-02 1.54429311e-01\n", - " -2.07135498e-02 -1.85298894e-01 3.37105899e-01 3.93140841e-01\n", - " 3.18528667e-01 -4.38059031e-02 1.38757233e-01 5.29473798e-02\n", - " -4.28473357e-01 -4.63647114e-03 -2.01389212e-01 3.81183423e-01\n", - " -2.58114033e-01 6.82523743e-02 2.73813533e-01 -2.32355341e-01\n", - " 2.41309631e-01 1.57939499e-01 -2.47388816e-01 6.20593426e-01\n", - " 3.35273714e-02 1.03832444e-02 3.42040699e-01 3.48379012e-01\n", - " 1.88984071e-01 2.08679208e-01 -8.69991061e-01 2.46532614e-01\n", - " -1.47650212e-01 -5.41776156e-01 -1.93465387e-01 -4.07280182e-01\n", - " 2.49057954e-01 7.19695685e-02 3.21329709e-01 8.70756802e-02\n", - " -6.05784780e-01 1.64104998e-01 -1.05904617e-01 3.87612654e-01\n", - " -3.76266087e-01 -2.14580427e-01 -4.36547887e-01 -1.73737327e-01\n", - " -1.02149144e-01 -2.75468214e-01 -9.18392944e-02 2.63163363e-02\n", - " -2.40697865e-01 -3.85357393e-02 -1.12494450e-02 4.48227609e-02\n", - " -1.02570455e-01 4.64721540e-01 2.41973515e-01 3.83040140e-01\n", - " 3.17815075e-01 1.04276286e-01 -2.17184020e-01 9.00956200e-02\n", - " 2.09990198e-01 1.69352099e-01 4.02447246e-01 5.98366103e-01\n", - " -2.22450489e-01 2.35311999e-01 -1.19704827e-01 -2.59624598e-01\n", - " 1.54483458e-01 -6.80722903e-03 1.90023768e-01 3.38138450e-01\n", - " 1.60160100e-01 -2.69189229e-01 -1.10669386e-02 -3.92334575e-01\n", - " 3.24979447e-01 2.01629262e-01 1.95600666e-01 -6.82551691e-01\n", - " 2.41493926e-02 -1.12695523e-01 1.60383911e-01 1.17643489e-01\n", - " -2.31450377e-02 2.72201922e-01 6.28969227e-02 5.58713417e-01\n", - " 3.45079975e-01 2.87915346e-02 2.37907660e-01 -4.84986450e-01\n", - " 1.17349943e-02 -9.54136992e-01 1.25275949e-01 1.54125055e-01\n", - " -1.57048086e-01 1.08505481e-01 -8.61850582e-02 -7.21406421e-02\n", - " 3.00962850e-01 2.07594994e-01 -9.93354672e-02 3.90559685e-01\n", - " 3.55941445e-01 5.11754037e-01 2.43717548e-01 2.57672729e-01\n", - " 2.58677034e-01 8.29151013e-02 4.95294310e-01 -3.76550271e-01\n", - " -2.34273679e-02 -3.08108638e-01 -1.30908271e-01 1.54738085e-01\n", - " -5.32256527e-01 -1.46298681e-02 -4.05286398e-01 -2.94786264e-01\n", - " -7.84906241e-02 4.14634055e-01 -1.98545206e-01 -6.59380555e-02\n", - " 1.05577749e-02 -3.55281115e-02 -9.76324801e-02 -2.41475685e-01\n", - " 7.97000007e-02 -2.17256146e-02 -3.03058106e-01 -2.99118470e-01\n", - " -1.16474749e-01 -2.09005688e-01 -1.92870057e-02 3.28860780e-01\n", - " 1.77805372e-01 2.41090918e-01 -3.27063183e-01 4.29822177e-01\n", - " -3.79907635e-01 7.51868310e-02 -3.53220137e-01 -4.02327708e-01\n", - " -2.65197876e-01 -1.65815424e-01 -3.44229437e-01 5.52870609e-01\n", - " -2.02182974e-01 -3.90629547e-01 -1.45327584e-03 2.51068971e-01\n", - " -5.65026134e-01 -3.12049727e-01 1.13088817e-01 8.93813118e-02\n", - " 1.53710585e-01 -3.88470732e-02 -2.06150221e-01 -2.29974836e-01\n", - " 3.22372199e-01 -6.23464253e-02 5.69687752e-01 -3.18273588e-01\n", - " -5.27011191e-01 -1.94724909e-01 -5.36225739e-01 2.72419132e-01\n", - " -9.61379909e-02 1.63131031e-02 -3.89079262e-01 2.86616649e-01\n", - " 7.25160228e-01 1.86931409e-01 -1.16212571e-01 1.90790137e-01\n", - " -1.13732595e-01 4.38675672e-01 3.35410986e-01 4.78249982e-01\n", - " 1.43148987e-01 -3.17095362e-01 -1.25835031e-01 -3.36777718e-01\n", - " 5.61165000e-01 3.19007317e-01 1.06109567e-01 1.64085561e-01\n", - " 4.87646433e-03 -1.21397623e-01 -3.07417463e-01 4.45203329e-01\n", - " 2.36791276e-02 -5.41666851e-01 -4.20124014e-02 1.11281421e-01\n", - " -3.43654385e-01 -6.32979220e-02 -2.78009013e-01 -6.28139722e-02\n", - " 1.03954374e-02 1.51957080e-01 -4.70842357e-01 -3.15001411e-02\n", - " -1.42533124e-01 4.05715110e-01 8.24525578e-02 4.29729918e-01\n", - " -1.24977205e-01 2.04030112e-01 -4.41978072e-02 2.37859877e-01\n", - " 8.24478614e-02 -2.35943124e-01 7.73947399e-01 -2.36636603e-01\n", - " -6.84217737e-02 -6.62605635e-03 -1.50279363e-01 -3.47156206e-01\n", - " -1.98301875e-01 4.86491597e-03 -1.12876583e-01 -2.14292420e-02\n", - " 6.59429929e-02 1.03260525e-01 1.78244575e-01 1.17602045e-01\n", - " -8.34461144e-02 -5.22054260e-03 -2.00819963e-01 2.03555974e-01\n", - " 4.59756860e-01 -9.06438821e-02 2.68825527e-01 1.43538273e-01\n", - " 1.62676506e-01 -3.01967853e-01 5.04821211e-01 7.98825433e-01\n", - " 4.50590601e-01 -1.83068980e-01 -1.53664214e-01 -3.08929367e-01\n", - " 1.63381032e-01 -2.00486435e-01 2.87221195e-01 3.41895829e-01\n", - " -1.33871427e-01 1.63929341e-01 1.36364898e-01 -1.76229217e-01\n", - " 4.19330820e-01 -1.28919538e-01 3.94025206e-01 -2.82436564e-01\n", - " -2.94526945e-01 9.13680625e-04 4.55945184e-01 -4.26632411e-01\n", - 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2.00206967e-01 -2.59360607e-01 3.49405874e-01\n", - " -4.83053290e-01 3.66089803e-01 -1.45366174e-01 6.67283651e-01\n", - " 2.24246105e-02 7.43495336e-03 8.78963181e-01 -9.31764778e-03\n", - " -2.30424363e-01 -3.38301953e-01 4.68010185e-02 -4.35531765e-01\n", - " -1.28490181e-01 -1.00462153e-01 4.08719504e-01 -2.13494832e-01\n", - " 1.22326886e-03 -3.68755955e-01 3.36857653e-01 -2.80581372e-01\n", - " -8.75376888e-01 -8.69754269e-01 -1.14825850e-01 1.19738362e-01\n", - " -3.24476813e-01 -2.28301562e-01 -2.42940671e-01 5.26869943e-02\n", - " 2.37184722e-01 -6.10920191e-01 7.17620670e-01 8.65568345e-02\n", - " -3.27179013e-01 1.14306629e-01 5.30662861e-01 3.51722999e-02\n", - " -7.07182099e-02 2.64263421e-01 4.07109461e-02 -2.45000318e-01\n", - " -2.92743819e-01 3.69888927e-02 -4.77629702e-01 -2.68509561e-01\n", - " -3.77142029e-01 3.40878167e-01 -5.48846597e-01 -5.49927774e-01\n", - " 3.14375269e-01 7.95438527e-01 1.42006139e-01 2.57656947e-01\n", - " 3.45275885e-02 -1.55873236e-01 -1.22341913e-01 -2.75493454e-01\n", - " 2.77678673e-01 3.52001153e-01 -2.69796130e-01 2.60628786e-01\n", - " 3.12604223e-01 2.14409040e-01 9.65651511e-03 3.28768116e-01\n", - " 3.08214368e-01 -6.57808372e-01 -3.19903238e-01 -9.72567226e-02\n", - " 1.40339754e-01 -2.11068916e-01 1.85389930e-01 3.26050560e-01\n", - " -1.63887495e-01 3.28029950e-01 6.09175129e-01 -3.62788791e-02\n", - " 1.52619521e-01 3.01248179e-01 -4.68070044e-02 3.17727466e-01\n", - " 2.96817179e-01 6.24768233e-03 -5.55987293e-01 -4.61746573e-02\n", - " 3.15771444e-01 4.23229369e-01 -3.85738151e-02 -1.31752278e-01\n", - " -3.07210501e-01 2.48830452e-01 6.98203619e-01 2.25026584e-01\n", - " 2.68344247e-01 -5.83810212e-01 -1.38193974e-03 2.10758699e-02\n", - " -1.63107768e-01 -1.06758524e-01 5.37207216e-02 4.31599813e-01\n", - " -6.79971815e-01 3.78653623e-01 -4.24472099e-01 -3.86197120e-01\n", - " 1.45793371e-01 -2.36903790e-01 -4.48139678e-01 6.41982877e-01\n", - " -2.24132212e-01 3.70182422e-01 2.26816837e-01 7.94637674e-02\n", - " 3.90262848e-01 -9.03875097e-02 2.33384516e-01 -3.24469901e-01\n", - " 5.59751308e-01 7.91194950e-02 -2.41082664e-01 5.18805404e-02\n", - " -2.95989190e-02 1.44422372e-01 -1.13213104e-01 2.73666552e-01\n", - " -2.05367783e-01 -3.22804787e-01 6.53825089e-01 -3.18641409e-01\n", - " 6.59232666e-01 -6.48798301e-02 5.21620494e-01 -7.09906786e-02\n", - " 5.67267494e-02 -4.53150996e-02 4.28153005e-02 -3.42721534e-01\n", - " -2.11846718e-01 -8.50935959e-02 1.33583695e-01 2.30663657e-01\n", - " -1.59063663e-01 4.30358501e-02 -4.91307756e-01 1.14109007e-01\n", - " 2.52293887e-01 -2.30864865e-01 2.70844922e-01 2.52660746e-02\n", - " -1.29243349e-01 -3.55240545e-01 -2.36127661e-02 -2.03663680e-01\n", - " -1.17691462e-01 8.88912589e-02 -3.63947602e-01 -3.18693965e-01\n", - " 1.56681200e-02 -1.05550817e-01 3.62691435e-02 3.11741493e-01\n", - " -6.53453271e-01 1.20933331e-01 -1.12282378e-01 1.17976205e-01\n", - " 4.83673030e-01 9.52821387e-02 4.83755687e-01 -1.59714277e-01\n", - " -3.03969731e-01 -1.46111160e-01 2.33843566e-01 -2.91453363e-01\n", - " -3.47088163e-01 -2.27239535e-01 4.86916787e-02 -1.93756153e-02\n", - " 3.58710249e-01 -1.48393007e-01 3.03415714e-02 -6.27281157e-02\n", - " -2.68148555e-01 5.59344380e-02 4.51234681e-01 2.71602027e-01\n", - " 1.77759678e-01 8.89288862e-01 4.77351762e-01 -5.19547780e-01\n", - " 2.02383641e-01 -4.04915550e-02 4.53061493e-01 1.71171605e-02\n", - " -1.62238158e-01 2.97203020e-01 9.92990375e-02 4.55594602e-01\n", - " -2.27259484e-01 3.95980585e-01 -3.73950369e-01 -9.47559477e-02\n", - " 1.00448520e-01 6.16904325e-01 -9.51524658e-02 3.65739241e-01\n", - " 2.88293223e-01 -7.60864100e-02 2.63163880e-01 5.24392665e-01\n", - " 2.44971327e-01 -1.79379069e-01 1.25637103e-01 6.79575102e-03\n", - " -4.89369198e-01 4.77185926e-01 -4.57267111e-01 -1.85276005e-01\n", - " 2.83132625e-01 1.57907959e-01 -2.05136890e-01 2.60864508e-01\n", - " 9.51411001e-02 -6.50405852e-01 4.72701599e-01 -1.49399754e-01\n", - " -2.58855180e-01 -3.57869741e-01 -2.84689330e-01 -4.75673586e-02\n", - " -1.31215527e-01 -1.06190087e-01 -3.56486853e-01 2.26018927e-02\n", - " -5.70611920e-03 2.08974024e-01 1.33053473e-01 -1.23118907e-01\n", - " 4.01599579e-02 -5.54569774e-02 4.79736231e-01 -2.23639553e-01\n", - " 6.79203311e-01 2.16631154e-01 -2.40383484e-01 -5.46990430e-01\n", - " -4.01361463e-01 4.20398994e-02]\n", "Found 3589 total galaxies in catalog for cluster 7698\n", - "[-0.12278095 -0.8078063 0.17626653 ... 0.54904971 0.40777441\n", - " 0.32263902]\n", "Found 6508 total galaxies in catalog for cluster 10999\n", - "[-0.46873341 -0.42690413 -0.10612929 ... -0.02756067 0.40814144\n", - " 0.13158685]\n", "Found 645 total galaxies in catalog for cluster 9029\n", - "[-4.27166442e-01 -4.69380588e-01 -1.92441951e-01 -1.05157515e-01\n", - " 6.49637832e-01 5.33750085e-02 2.33066630e-01 1.86638021e-01\n", - " -3.76230811e-01 -4.06218477e-01 3.41302905e-01 4.25774637e-01\n", - " -2.59269063e-01 1.37914256e-01 1.63035709e-01 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- " -4.55809864e-01 1.35060500e-01 -1.08627005e-01 -7.37606117e-02\n", - " -1.94248525e-01 3.06418086e-01 -8.91391927e-02 5.75461037e-01\n", - " 2.76518511e-01 -3.04469532e-01 1.12774104e-01 1.44464635e-03\n", - " -5.35018978e-01 1.10081571e-01 4.25716467e-01 7.25875395e-02\n", - " -1.90613405e-02 7.42257173e-02 4.02022941e-01 4.04745853e-03\n", - " 2.83433556e-01 -3.43383287e-01 -3.40271920e-01 3.64192554e-01\n", - " 5.95662400e-01 2.33618485e-01 4.67379987e-03 4.60004223e-02\n", - " -4.32797892e-01 -2.02651213e-01 2.08680139e-01 -3.10101984e-02\n", - " -2.66201650e-01 -2.69504450e-01 -3.12244805e-01 -2.47805983e-02\n", - " -1.85864257e-01 3.43469959e-01 -2.57383325e-01 -4.05310300e-01\n", - " -3.51466471e-01 2.57136077e-01 -4.06174033e-01 4.47912981e-03\n", - " -7.11657629e-02 4.74559566e-01 -5.75952695e-01 -6.44956717e-01\n", - " 8.89397430e-03 1.97649662e-01 -2.06780175e-01 -2.07324352e-01\n", - " -2.12161104e-01 8.39253041e-02 -7.09727670e-01 -3.79319635e-01\n", - " 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4.96943288e-02 1.59889467e-01\n", - " 3.63514656e-01 -4.32602784e-01 4.92489483e-01 8.83356685e-02\n", - " -2.41948800e-01 -2.97769917e-01 -3.61149009e-01 -1.58785227e-02\n", - " 2.00013061e-01 1.09026337e-01 -3.59361501e-02 1.19164215e-01\n", - " 3.49667297e-01 3.58353178e-02 2.88222357e-01 1.28723667e-01\n", - " -4.99638803e-02 -4.18241231e-02 3.75580851e-01 1.86788576e-01\n", - " -2.99744452e-01 -5.23542046e-02 2.38100166e-01 1.00970752e-02\n", - " -4.29401566e-01 2.24280773e-01 3.79324662e-01 -2.72174372e-02\n", - " -1.01310513e-01 -3.97415780e-01 -1.04808691e-01 -2.68127291e-01\n", - " -1.70005395e-01 -3.24136749e-01 2.28728751e-01 4.37929254e-02\n", - " -1.74189700e-01 5.53721920e-02 -4.15685304e-01 -6.61879229e-01\n", - " -2.96617046e-02 6.25411188e-01 -6.35462713e-03 1.93930054e-01\n", - " 7.33597460e-02 -2.69471112e-01 4.41897142e-01 -4.76988971e-02\n", - " 7.99761405e-02 5.13621798e-02 2.38034419e-02 3.89994801e-01\n", - " 2.39745652e-01 -6.15469213e-01 5.34694043e-01 1.16787350e-02\n", - " 7.84430118e-01 1.86545650e-01 -6.64954295e-02 -9.44291411e-01\n", - " 2.01881683e-01 5.01964029e-01 -4.82644361e-01 -2.91995175e-01\n", - " 1.64620138e-01 -2.58179138e-01 9.84825313e-02 3.32375728e-01\n", - " 2.37610452e-01 -1.20591043e-01 1.62508437e-02 -7.59802895e-02\n", - " -2.93419184e-01 -2.91265480e-02 5.08725783e-02 -3.66451992e-01\n", - " -4.06150114e-01 -5.78053213e-02 5.95774750e-02 -3.80518771e-01\n", - " -1.60286504e-01 1.25884259e-01 -2.92094585e-01 6.49729970e-02\n", - " 1.05918589e-02 -3.26913968e-01 -1.52939338e-01 3.48179842e-02\n", - " -2.14374454e-01 -3.94903051e-01 -6.89100208e-01 -1.62053276e-01\n", - " -8.40230649e-02 -2.86055087e-01 -1.56999343e-01 -2.39062734e-01\n", - " -9.97385410e-02 -5.26972270e-01 3.06280237e-01 -2.34862571e-02\n", - " -1.70384338e-01 3.85263266e-02 -9.20845310e-02 3.00294105e-01\n", - " 3.70398161e-01 -3.49810095e-02 5.37747089e-02 3.05801367e-01\n", - " 4.17998729e-02 -1.40231135e-01 -5.32885042e-01 1.76529313e-01\n", - " -5.39931554e-02 -6.91612874e-01 1.48671825e-01 4.09979072e-01\n", - " -5.68138740e-01 5.10021195e-01 1.80048345e-01 4.31271375e-01\n", - " 3.54595603e-01 -5.58351845e-01 -3.27433551e-01 -8.44585023e-02\n", - " -3.24923384e-01 3.21913949e-01 -2.30165806e-01 -6.24065540e-01\n", - " 1.89868892e-01 6.61643625e-01 -6.86541919e-02 -1.49178469e-01\n", - " -9.73483405e-02 3.50181599e-01 7.73163118e-02 1.19592462e-01\n", - " -3.71580825e-01 3.10530120e-01 -3.09221480e-02 1.55374830e-01\n", - " 3.63531259e-01 -2.70013621e-01 1.16541386e-01 -3.01372355e-01\n", - " -2.53031577e-02 2.78172553e-01 1.27727098e-01 6.02846538e-01\n", - " -2.98019758e-01 -1.78227268e-02 3.38736068e-01 -3.76479760e-01\n", - " -4.66699806e-01 -1.27682081e-02 8.48514222e-01 1.49508369e-01\n", - " -2.57670876e-01 -2.14845738e-01 -6.34556435e-01 8.58314433e-01\n", - " 6.52098948e-02 1.39648125e-01 -1.92434736e-01 5.67079089e-02\n", - " 5.33178096e-01 -8.16693464e-02 3.54361522e-01 1.13130283e-01\n", - " 2.01561415e-01 5.67705544e-01 2.34909075e-01 3.37040009e-01\n", - " 2.11125951e-03 -5.79056644e-01 -8.05615761e-01 3.80749324e-03\n", - " 1.79402056e-01 -6.89013938e-01 2.38468929e-02 2.28866046e-01\n", - " 5.22604334e-01 -2.27797663e-01 3.95223443e-01 -1.68548306e-01\n", - " 2.13992803e-01 -4.06040138e-01 8.87018243e-02 1.69904911e-01\n", - " -5.34238546e-02 -1.95606198e-01 3.54914225e-02 -8.61091580e-03\n", - " 2.52866234e-02 -8.13602289e-02 6.12617985e-01 3.05008327e-01\n", - " -5.47597869e-01 1.29633167e-01 3.61343160e-01 3.84640599e-01\n", - " 4.15128660e-01 -4.05349826e-01 8.34041968e-01 -4.68712872e-02\n", - " 1.79569838e-01 -9.02364836e-01 3.56571502e-01 -1.89308254e-01\n", - " -3.08862801e-01 7.22911848e-01 -5.33045760e-01 -3.01539749e-01\n", - " -2.55782143e-01 5.54151355e-01 3.45419453e-01 1.68374278e-01\n", - " 1.12057580e-02 -4.69314458e-01 1.88621892e-01 4.42102130e-01\n", - " 2.03948316e-01 -2.83988951e-01 5.55001943e-01 5.51562340e-01\n", - " -8.15029530e-02 -8.03180476e-01 -5.98538067e-01 1.80550467e-01\n", - " -3.57778874e-01 -6.53895653e-01 1.51779907e-01 -1.91332232e-01\n", - " -4.79293391e-03 5.06628694e-03 -2.34497412e-01 2.38219018e-01\n", - " -7.21630732e-01 4.32887759e-01 -2.37747769e-01 -1.39775356e-01\n", - " 4.08474106e-01 2.41492902e-01 -6.97883299e-02 -4.55783533e-02\n", - " -4.17340905e-01 -7.88811106e-02 2.96968092e-01 -3.45716594e-02\n", - " -5.26629036e-01 7.88578472e-04 1.92762476e-01 2.11396652e-01\n", - " -3.77559319e-02 -5.66788156e-01 -6.07904490e-02 3.04117555e-01\n", - " 3.06851580e-01 -5.57684126e-01 3.57084794e-01 -1.54249404e-01\n", - " -4.95959436e-01 9.09541379e-02 1.13891207e-01 -6.08020179e-02\n", - " 5.53326080e-01 -8.72721548e-01 -1.72063026e-01 -4.50398414e-01\n", - " -4.50525332e-01 1.80359844e-01 -1.67439132e-01 -5.27899598e-01\n", - " 1.85130460e-01 -2.91521638e-01 -2.34790039e-01 -5.84158441e-02\n", - " -3.10577509e-01 -3.97837879e-01 -6.32269297e-02 -4.26283322e-01\n", - " 1.27482513e-01 -8.26279493e-01 -3.33629128e-02 -9.21794906e-02\n", - " -1.79883636e-01 -2.40510761e-01 1.09026804e-01 1.76417338e-01\n", - " -9.07719219e-02 4.29747403e-01 2.15340885e-03 3.33254827e-01\n", - " -4.20279299e-01 3.07010850e-01 -1.34669836e-01 7.41518819e-02\n", - " 3.61970543e-01 4.61377388e-02 -5.60169970e-01 -6.72725132e-02\n", - " 2.94256452e-01 3.12799837e-01 4.33854084e-01 2.01770049e-01\n", - " -5.29453206e-01 -6.52938836e-02 1.64779103e-01 -1.77815699e-01\n", - " -3.56104322e-01 1.23174357e-01 2.37077990e-01 3.45435536e-01\n", - " 3.49275805e-01 -2.09106082e-01 -8.22867807e-02 -1.94523793e-01\n", - " 1.51103409e-01 1.97294890e-01 7.21387524e-02 2.37210668e-01\n", - " -2.39949563e-01 -7.07211048e-02 -2.31606364e-01 -3.66646414e-01\n", - " -2.57979180e-01 -1.20471059e-01 -6.33887063e-01 -2.95569570e-02\n", - " -3.34177264e-01 1.51331133e-02 -4.01825041e-01 2.50513336e-01\n", - " -6.82666470e-01 6.39885496e-02 1.46911373e-01 -7.54815313e-03\n", - " 1.35646216e-01 -1.69373177e-01 -3.00053214e-02 -4.89014671e-02\n", - " 2.15040365e-01 -2.34448201e-01 -1.07617714e-01 -3.47731079e-02\n", - " 5.06018595e-01 -2.11127871e-01 -1.15676847e-01 -4.82762255e-01\n", - " 8.97443206e-02 2.73606483e-01 -1.20962695e-01 -4.05863975e-01\n", - " 3.49338539e-01 3.02930902e-01 1.95592302e-01 -1.01607911e-01\n", - " 8.66495572e-02 -3.52617755e-01 -2.17308396e-01 1.49310404e-01\n", - " 5.40482797e-01 1.02148560e-01 -2.98040772e-01 7.24516983e-01\n", - " -2.63083828e-01 4.19480852e-01 2.13964556e-02 2.25236053e-01\n", - " 2.79928140e-01 -8.33573495e-02 -3.60134339e-01 1.95560597e-01\n", - " 5.16679399e-01 1.22654385e-01 -2.47236627e-01 -9.20237527e-02\n", - " -6.42795672e-01 9.24697146e-02 -4.41475383e-01 7.59651097e-02\n", - " -5.09166463e-01 2.13837717e-01 -2.32478001e-01 -2.88470512e-01\n", - " -1.67085231e-01 -6.37889354e-01 -4.92501583e-01 1.07631899e-02\n", - " 9.35109345e-02 -4.92878398e-01 -2.22395487e-02 1.97407687e-01\n", - " 4.44801273e-01 -4.56590309e-01 2.60257724e-01 4.01241031e-01\n", - " 5.92750278e-01 5.05908731e-01 1.94652895e-01 1.33434463e-01\n", - " 4.11270730e-01]\n", "Found 1219 total galaxies in catalog for cluster 9429\n", - "[-0.1197949 0.16740005 0.2583249 ... -0.02562902 0.09611013\n", - " -0.20835101]\n", "Found 2477 total galaxies in catalog for cluster 10146\n", - "[ 0.78022854 -0.09105497 0.26433932 ... -0.4845409 0.45206692\n", - " -0.23954712]\n", "Found 3236 total galaxies in catalog for cluster 14476\n", - "[ 0.20774436 0.26419131 0.32756512 ... -0.25829613 -0.24364128\n", - " -0.32809431]\n", "Found 267 total galaxies in catalog for cluster 8395\n", - "[ 8.25090671e-01 -4.40567464e-01 -1.74677828e-01 -1.38791039e-02\n", - " -2.69786025e-01 -1.89604866e-01 -6.95255598e-03 4.22910452e-01\n", - " 8.70371378e-02 -3.81160964e-01 9.88519590e-02 -1.47700713e-01\n", - " -1.01509373e-01 -1.16472183e-01 1.55097317e-01 -1.93150526e-01\n", - " 5.56774859e-01 1.37819396e-01 4.91408862e-01 -1.48834664e-01\n", - " -4.98437699e-01 -6.87273072e-03 1.55987181e-01 4.53404227e-01\n", - " 4.93782894e-01 -3.50929402e-01 -2.61391206e-01 -7.07425652e-01\n", - " -6.49769676e-02 4.14992683e-01 2.15914058e-01 -1.84491044e-01\n", - " 9.47190736e-02 -7.47065694e-02 -5.32864218e-01 -3.96978260e-01\n", - " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", - " 2.96556671e-01 2.11632910e-01 -1.87893633e-01 8.62421226e-03\n", - " 4.75090762e-02 -6.63157674e-03 2.41318245e-01 1.02599553e-01\n", - " 2.63436705e-01 2.40979112e-01 -2.91427339e-01 -3.59386856e-01\n", - " 2.27080882e-02 -3.92695920e-02 1.12747765e-01 -2.13133991e-01\n", - " 9.30954183e-02 -1.22560405e-02 3.05396484e-01 -3.41193582e-02\n", - " 3.68503910e-01 1.68033283e-01 -3.46463734e-01 -2.82381850e-01\n", - " 3.69113956e-01 -1.20311428e-01 -1.55770374e-01 -1.14537153e-01\n", - " -2.22166595e-01 3.63923329e-01 -8.03667618e-02 1.19426042e-01\n", - " 2.56389971e-01 9.85074940e-03 -8.96925148e-02 2.52079013e-01\n", - " 1.91759750e-02 -3.15249514e-01 -2.79391150e-03 -5.42750606e-01\n", - " 1.60918837e-01 1.81053452e-01 -1.04429791e-01 -3.30920358e-01\n", - " -5.45365195e-02 -1.50768257e-01 7.62358742e-01 -7.91983532e-02\n", - " 3.41142584e-01 -4.86499748e-01 -9.77799700e-01 -3.00841898e-01\n", - " -5.84381477e-01 5.30700082e-02 -2.54826919e-01 -6.21074389e-02\n", - " 2.24498365e-01 -2.29007074e-01 -1.03019991e-01 1.14231094e-01\n", - " 7.41442916e-02 2.02858790e-01 -2.11180192e-01 -4.63887701e-01\n", - " 2.76600881e-01 -2.10132275e-01 4.09071826e-02 -3.55483567e-01\n", - " -9.52082437e-02 -8.65655907e-02 -2.96789690e-02 7.75633275e-02\n", - " 4.91766134e-01 2.06937262e-01 6.45128966e-02 -2.99909328e-01\n", - " -1.05218793e-01 5.01500107e-01 2.61619723e-02 3.77215607e-01\n", - " -3.99972537e-01 3.37289126e-02 -1.57883882e-03 -1.88473826e-01\n", - " -2.06768783e-01 2.40732077e-01 2.97622210e-01 -1.04007610e-01\n", - " 5.41520531e-01 3.05922755e-01 2.30721425e-01 5.61132827e-01\n", - " 9.72240444e-01 1.04906774e-01 4.47747405e-01 -1.75747127e-01\n", - " 1.30545574e-01 -3.47411085e-01 -1.34904204e-01 -1.33150495e-01\n", - " -4.64613337e-01 3.62467932e-01 -6.44595033e-02 -3.01471596e-01\n", - " 9.69417030e-02 -1.81981678e-01 3.05473841e-02 3.50676499e-01\n", - " 2.86689263e-01 -6.11386325e-03 -4.76005079e-01 -8.78101769e-02\n", - " 8.19295003e-01 2.97915541e-01 2.22894978e-01 2.20579544e-02\n", - " 1.93882708e-01 2.94770384e-01 2.96800329e-01 4.73626353e-01\n", - " -6.71322676e-02 1.74270703e-01 -2.92753175e-01 -2.85625309e-01\n", - " -2.12765682e-01 4.23823887e-02 -3.11248596e-01 -1.91744076e-01\n", - " -9.08748223e-02 3.67393122e-01 -3.13716310e-01 3.02189297e-01\n", - " -8.61119897e-01 -8.27230712e-02 -4.04247349e-01 7.86492848e-01\n", - " 2.79439186e-01 -2.77682948e-02 9.81112627e-03 1.86251849e-01\n", - " -7.45372318e-02 -3.83312846e-01 7.06969330e-02 -2.66461391e-01\n", - " 2.45351855e-01 3.13363807e-01 -5.13653576e-01 8.69156882e-02\n", - " -3.03851507e-01 3.11019125e-01 -5.36454997e-01 3.24417783e-02\n", - " 9.74533511e-02 -2.58845296e-01 -8.91845997e-02 2.05022126e-01\n", - " -2.65022653e-01 2.32881024e-02 4.97043552e-01 -2.79586889e-01\n", - " 5.80174942e-01 -2.33121803e-01 1.83216968e-01 1.48024873e-01\n", - " 3.66239021e-01 1.71568222e-01 -1.66737511e-01 1.36643641e-01\n", - " -3.62327201e-01 3.86518939e-01 6.86060609e-01 3.79947655e-01\n", - " -2.14660569e-01 -5.93845963e-01 -1.36715321e-01 -2.01602184e-02\n", - " 8.13965852e-02 -2.50176796e-01 2.99258185e-01 -3.29253766e-01\n", - " -7.14304793e-01 -1.33956815e-01 -2.67236538e-01 -5.20277902e-01\n", - " 5.66958099e-01 -6.13886439e-04 -5.77444149e-01 -7.15576556e-01\n", - " -3.31430260e-01 3.47751402e-01 -2.07822344e-01 -4.88208273e-01\n", - " -5.14708580e-01 -8.10493621e-02 1.32504265e-01 6.46952649e-02\n", - " 3.46890806e-01 -1.70602668e-01 -3.45925647e-01 -6.23351890e-01\n", - " -1.82669821e-01 -2.96614812e-01 5.09632888e-01 -2.44356612e-02\n", - " -2.56479562e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", - " 2.34967523e-01 4.18286705e-01 -2.74342215e-01 -2.97073096e-01\n", - " 1.06906480e-01 2.18249173e-01 -4.10439715e-01 -1.58243552e-02\n", - " 2.24300476e-02 1.28068423e-01 -5.91821079e-02 -1.26854657e-01\n", - " 3.67830349e-01 7.75734406e-02 7.54034988e-02 -2.58449806e-01\n", - " 7.73385304e-02 2.43651870e-01 1.84592797e-02]\n", "Found 4237 total galaxies in catalog for cluster 16657\n", - "[ 0.04820207 0.40177402 -0.15119416 ... -0.22037353 -0.27555603\n", - " -0.23492938]\n", "Found 3203 total galaxies in catalog for cluster 13039\n", - "[-0.08595825 -0.72600889 0.17392888 ... -0.45305706 0.47633672\n", - " 0.4031683 ]\n", "Found 3217 total galaxies in catalog for cluster 15382\n", - "[-0.17899751 -0.36255878 -0.11530504 ... 0.00927588 0.09306607\n", - " -0.13378937]\n", "Found 1554 total galaxies in catalog for cluster 17011\n", - "[ 0.00679136 -0.17983863 0.11360952 ... -0.08740959 -0.07087565\n", - " 0.2199447 ]\n", "Found 6645 total galaxies in catalog for cluster 8523\n", - "[ 0.46240308 0.11131437 0.15620453 ... -0.21956736 0.22391243\n", - " -0.12540515]\n", "Found 1321 total galaxies in catalog for cluster 11300\n", - "[ 0.08642562 -0.55495031 -0.14333822 ... 0.61638037 -0.24263329\n", - " -0.00500442]\n", "Found 6793 total galaxies in catalog for cluster 17462\n", - "[-0.46898861 0.59495044 0.23437813 ... -0.26866497 0.12923278\n", - " 0.10644044]\n", "Found 1814 total galaxies in catalog for cluster 13025\n", - "[-0.17112607 -0.29803757 0.60351688 ... -0.10580924 -0.08276538\n", - " -0.30636958]\n", "Found 2637 total galaxies in catalog for cluster 21385\n", - "[-0.23047502 0.29879601 -0.37292596 ... 0.27219429 0.25816139\n", - " 0.20833703]\n", "Found 3100 total galaxies in catalog for cluster 20888\n", - "[0.2009656 0.17715682 0.20891759 ... 0.06735372 0.07390696 0.12357484]\n", "Found 3863 total galaxies in catalog for cluster 21815\n", - "[-0.15278559 -0.1100062 -0.11347093 ... 0.26196258 0.11042037\n", - " 0.1622572 ]\n", "Found 956 total galaxies in catalog for cluster 7594\n", - "[ 0.3574776 -0.42555264 -0.57049425 0.19738238 -0.3092474 0.22419329\n", - " 0.38597928 0.37808295 0.09348115 -0.18451857 0.4148287 0.31788082\n", - " 0.12558781 0.0126768 0.04815956 0.01725303 -0.20865741 0.36583582\n", - " -0.39621078 -0.2132637 -0.61174418 -0.04273381 0.08351038 -0.03606601\n", - " -0.09427687 -0.39309735 0.05102778 0.31747999 -0.40704268 0.01310711\n", - " -0.04194879 0.57968679 -0.06380509 0.63256008 -0.73265127 -0.26230448\n", - " 0.29076705 -0.17792454 -0.25672743 0.10565443 0.82188148 0.0655149\n", - " 0.50304822 0.7677424 0.53296682 0.5002309 0.23504467 -0.43506761\n", - " -0.01586825 0.01734016 -0.16201854 -0.35804119 0.36231324 0.04425937\n", - " 0.23561595 0.08299337 0.25998257 0.14590969 -0.08368741 -0.58928973\n", - " 0.08312986 -0.38732899 -0.17693217 -0.06754852 -0.10939401 0.22654068\n", - " -0.17001513 -0.26456963 0.04645301 0.00674063 0.08088697 -0.19375488\n", - " 0.20295858 -0.28299921 -0.11172057 -0.79083374 0.28031253 0.36483446\n", - " -0.38487101 -0.04525458 -0.36131002 -0.08440038 -0.22558749 -0.00200646\n", - " -0.12948619 -0.19659816 0.40422093 0.17388816 0.65398482 -0.11436673\n", - " 0.04535149 0.45476635 -0.48517606 0.28365939 -0.2022241 -0.32713122\n", - " 0.3804006 -0.19007995 0.14857638 -0.14967202 -0.57928909 -0.20219093\n", - " 0.12905885 0.56253299 0.17726151 -0.13263821 0.02849444 -0.05536029\n", - " 0.54420515 0.21245936 0.24778195 -0.02456688 -0.54430268 0.09638852\n", - " 0.38361723 0.31600254 -0.2458576 -0.50768222 0.50314028 -0.59500232\n", - " -0.06537669 0.08201641 0.08881582 -0.26866988 -0.41761089 -0.13141916\n", - " -0.1852751 -0.07115593 -0.19143416 -0.51393592 -0.13417896 0.12419946\n", - " 0.1490565 -0.07821604 0.02438486 0.45234187 0.13077924 -0.04960901\n", - " -0.26315697 0.65712292 -0.34987248 -0.26891692 -0.58767354 -0.52963895\n", - " 1.12272546 -0.22408746 0.04789159 0.31909718 -0.38533648 0.32274675\n", - " -0.21947357 -0.15456806 -0.17393168 -0.71252115 -0.18150397 -0.07178151\n", - " 0.22101871 -0.34110855 0.10294814 -0.22492272 -0.30271578 -0.60454619\n", - " 0.71979898 -0.11971535 -0.12476445 0.45886387 0.21684318 0.00435859\n", - " 0.30457925 -0.04667826 0.19134648 0.06754446 0.53350535 0.30549672\n", - " 0.02995407 0.02961007 0.23672528 0.13979024 0.43429591 -0.17309714\n", - " 0.52758674 -0.39714038 -0.02269466 -0.23032926 -0.62348948 0.66454029\n", - " 0.01004831 -0.49028769 -0.18061823 -0.10953929 0.18558446 -0.0306282\n", - " -0.76878872 -0.32892671 -0.59849487 -0.04399476 -0.37661234 0.80645325\n", - " -0.06634132 -0.29851988 -0.02820372 -0.15994327 0.0298218 0.09750347\n", - " -0.30996354 -0.03899752 0.47258432 0.82070956 -0.08178644 -0.77284771\n", - " 0.10599764 0.01362897 -0.50713651 -0.14931594 -0.43224778 -0.07037879\n", - " 0.36729959 0.36582866 -0.03449363 -0.48927263 0.4686743 0.04970885\n", - " 0.05722707 -0.59154113 -0.24374384 -0.20977126 -0.29127664 0.13714696\n", - " 0.09885636 -0.1459952 0.05342635 -0.16619112 -0.14279865 -0.54708779\n", - " -0.20564537 0.07145483 0.16191924 0.65278417 -0.47417224 0.25489266\n", - " 0.06089156 0.35194959 -0.11659748 -0.23988739 0.03252509 -0.08440756\n", - " -0.59010783 -0.41347525 -0.41185232 0.39485717 -0.06299191 -0.02300606\n", - " -0.01383633 0.07968343 0.10835766 0.40197736 0.25195008 -0.37879151\n", - " 0.18724395 0.01873203 -0.32707948 0.18064694 -0.26343177 0.0755082\n", - " -0.61732585 -0.44022457 0.10184008 0.05858401 0.34221683 -0.18951007\n", - " -0.00181417 -0.20919177 0.26717522 -0.11026203 -0.31684544 0.25760903\n", - " 0.38932738 -0.11069036 0.1360489 -0.1378885 0.34715134 -0.53792301\n", - " 0.09787267 0.1000596 0.30833922 0.31219007 -0.10571727 -0.26938052\n", - " 0.47656364 0.10495292 0.39661577 0.28160344 0.14078032 0.1027794\n", - " -0.39518063 0.431902 -0.44790565 0.12120745 -0.16127525 0.18597873\n", - " -0.68491436 -0.06093355 0.25559488 -0.02198049 0.229587 -0.00635913\n", - " -0.34656839 0.517577 0.34465738 0.08220185 -0.60337648 -0.56007691\n", - " 0.31755351 -0.00220473 -0.81690401 -0.05684695 -0.10569059 0.00441003\n", - " -0.10890131 -0.76051911 0.32352292 0.05886586 -0.00796276 -0.23696811\n", - " -0.5150759 0.39929608 -0.30789079 -0.0247054 0.0918314 -0.14603157\n", - " -0.39761613 0.04562172 -0.35542667 -0.03056307 -0.15269585 0.61000924\n", - " -0.1543628 -0.32076244 0.07422262 -0.19799848 -0.02606928 -0.06347383\n", - " 0.45116919 0.40772621 0.37726957 1.26005671 0.19841433 -0.17367829\n", - " 0.40647686 0.69352368 -0.34883202 -0.04574474 -0.46731276 -0.27392034\n", - " 0.01758486 0.30113274 0.05373164 0.151174 0.1902273 -0.30267305\n", - " -0.44443092 -0.26341807 -0.56868758 -0.0556996 0.02212246 -0.40800947\n", - " 0.00465691 -0.0050097 0.67838225 0.25992837 -0.41507577 0.04907253\n", - " -0.12065653 -0.42857505 -0.70781395 0.02170437 -0.00921875 0.25633814\n", - " -0.12980329 -0.23598598 0.10541334 0.36940339 0.12505408 -0.22019052\n", - " 0.04370205 -0.34795168 0.30177325 -0.01574549 -0.28652583 0.30019001\n", - " -0.65133614 -0.07804704 0.06064216 -0.06820663 0.33266393 -0.04127136\n", - " -0.53644999 -0.05473135 0.35957889 0.26230582 0.1438426 0.34349306\n", - " -0.40436677 0.26428351 -0.0346225 0.23608337 0.22758487 0.44253166\n", - " 0.13586206 -0.24659185 -0.02872034 -0.02814395 -0.26065139 -0.48935426\n", - " 0.19070671 1.02860703 -0.22785263 0.02026694 0.0689024 -0.04118195\n", - " 0.50179868 -0.3730529 0.20065012 -0.09452372 -0.3960235 -0.11429466\n", - " 0.02539252 -0.24319319 0.10065569 -0.67006734 0.93445359 0.29151379\n", - " 0.4725902 0.13540892 0.13539375 -0.64651897 0.5836169 -0.31553071\n", - " 0.38106727 0.0829144 0.11296309 -0.19026112 0.10134078 -0.06435773\n", - " -0.14765612 0.0843886 -0.7813465 -0.19539408 -0.23402116 0.33842254\n", - " -0.03096967 0.50168218 -0.05050992 -0.29533253 0.32426964 0.28480905\n", - " -0.25103854 -0.33239587 0.05633062 0.27203598 0.46645099 -0.32975417\n", - " 0.02547501 0.42650436 0.00898842 0.25701758 -0.3091871 -0.34740413\n", - " -0.24837527 0.75450408 -0.55440127 0.32430744 0.08515314 0.08651535\n", - " 0.20844029 -0.03116269 0.10215568 -0.038444 -0.25581879 0.15380399\n", - " -0.26277264 -0.01095955 -0.28001253 0.5542908 0.22235081 -0.01086804\n", - " -0.03752139 -0.33606823 -0.32825734 -0.5130149 0.08141854 0.09670728\n", - " -0.43860915 0.05035313 -0.02560674 -0.64797141 -0.02993688 -0.26155997\n", - " 0.04273043 -0.26468071 0.21987166 -0.37581449 -0.23758146 0.03210022\n", - " -0.23389384 1.16039976 0.20362659 -0.13082114 0.00399492 -0.44890443\n", - " -0.19030491 0.29279218 0.07500672 0.41777361 -0.42785237 -0.4961693\n", - " 0.09113965 -0.84666518 0.50299101 0.21841527 -0.6391771 -0.2292023\n", - " -0.77224244 0.02575469 0.23902015 0.26198801 0.3154046 -0.15744683\n", - " 0.32484789 -0.33688678 0.20824482 0.15280672 -0.55773957 0.40059469\n", - " -0.401067 -0.56340547 0.96546174 0.26911657 0.04618433 -0.1700832\n", - " 0.18948614 0.14110128 0.68423156 -0.99770059 0.49484529 -0.17906933\n", - " 0.07693071 -0.02090522 -0.2683578 -0.24084609 0.21978019 -0.11668748\n", - " 0.11052146 0.02107822 -0.20624147 0.38072033 0.07541013 0.03244079\n", - " 0.66701209 0.04202638 -0.33666779 0.18884223 0.19414446 0.27960894\n", - " -0.5294398 -0.01652844 -0.21447311 -0.13492569 0.01286865 0.27357873\n", - " 0.03275781 -0.03353409 0.03046628 -0.08271889 0.55430517 0.21838726\n", - " 0.29834748 0.24938516 0.34825668 -0.051362 0.35091379 0.38206336\n", - " -0.57403795 -0.63679641 -0.12304148 0.44737458 0.10745849 -0.02165908\n", - " -0.26170181 0.12069188 -0.16242998 -0.52098942 -0.39220367 0.34336994\n", - " -0.3273784 0.21455333 0.1018154 -0.44590137 0.92381916 -0.56485987\n", - " 0.64730873 -0.25226856 -0.04038762 0.37646473 0.02862199 -0.06193784\n", - " 0.01536876 -0.42791025 -0.30936231 0.04624877 -0.04253707 -1.10440856\n", - " -0.41416558 0.5348908 -0.05899834 0.09485116 -0.4059264 0.28831564\n", - " 0.36397617 -0.46110089 0.02978105 0.3422879 -0.10357154 -0.32637527\n", - " -0.20325025 -0.57980965 -0.11513019 0.16424808 0.0429886 -0.87828006\n", - " -0.00217987 -0.02940846 -0.19120985 -0.25928882 -0.13702474 0.31606147\n", - " -0.4240744 0.04415883 -0.18502865 0.02147588 0.11799351 -0.34578069\n", - " -0.33302556 0.00278655 0.72014621 0.46891817 -0.15888259 0.65149964\n", - " 0.24525045 0.17825479 0.06506479 -0.392229 -0.0093155 0.20745595\n", - " 0.08230825 -0.72547868 -0.51368937 -0.14506276 -0.35049635 -0.61775145\n", - " -0.50996654 0.27519682 0.68367677 -0.003229 -0.04155434 0.01815664\n", - " 0.14130472 -0.55008174 0.12438588 0.29292708 0.0214123 0.14594475\n", - " 0.32818345 0.02526154 0.26589428 -0.30423907 -0.29901621 0.06340277\n", - " 0.08454002 0.07934351 -0.43368447 0.03357051 -0.47653825 0.1075759\n", - " 0.32300429 0.50731433 0.25837293 -0.23926176 0.45672817 -0.35462047\n", - " -0.34312555 -0.60542773 -0.41569936 0.1470522 0.03446498 -0.36966956\n", - " 0.12259287 0.37380367 0.45633085 -0.16237909 0.51565318 0.31479497\n", - " -0.75376617 -0.35379715 0.19128033 -0.05667975 0.69274622 -0.02800156\n", - " 0.85739998 -0.19755766 -0.2592318 -0.04336481 0.17609451 0.05845497\n", - " -0.20658214 -0.12247482 -0.23073742 0.00645193 -0.83534997 -0.04179881\n", - " 0.5234883 -0.01679088 -0.51576638 -0.07610408 0.06598769 -0.18885385\n", - " 0.06966481 -0.10239449 -0.36684412 0.44533681 -0.55166262 0.07376364\n", - " -0.29868525 -0.01769809 0.42522841 -0.437717 0.32208024 0.41683651\n", - " 0.18758657 0.03223796 -0.27060549 0.03729389 0.03686526 -0.12970263\n", - " 0.30664565 0.306469 -0.3178188 -0.56245752 -0.1634017 -0.4920934\n", - " 0.01242198 -0.82240323 -0.27026027 0.54434752 -0.18911513 -0.01978872\n", - " -0.03483089 0.04287457 -0.11908611 -0.29655684 -0.34281517 0.67088283\n", - " -0.02794961 -0.54782589 -0.14814275 0.41014018 0.57477295 -0.548101\n", - " -0.16870705 0.48924981 0.09514076 0.00147684 -0.00744429 0.27941314\n", - " 0.01987198 -0.06745345 -0.32821565 0.23490733 -0.10246597 -0.42693317\n", - " -0.46710135 -0.4045391 0.10469132 -0.34967251 0.29670395 -0.01559853\n", - " -0.38378712 -0.38222381 -0.10180933 0.00722736 0.60084113 -0.12007028\n", - " -0.22045132 -0.56257267 0.20333557 -0.18459728 0.06103139 -0.30924206\n", - " 0.57027367 0.18516969 -0.59666961 0.43822786 -0.26083673 -0.43496289\n", - " 0.14144565 0.3532157 0.03215111 -0.09761751 0.30570261 -0.72746029\n", - " -0.40998212 0.00466794 -0.06234577 -0.09119663 0.08776051 0.38304132\n", - " -0.05780196 0.09971385 0.09609866 -0.55726051 -0.42225736 -0.02208013\n", - " 0.07019251 0.02821444 -0.1295454 0.1196532 0.09197113 0.34758796\n", - " 0.21121059 0.07410321 0.33399352 -0.11232335 -0.24344504 -0.5804309\n", - " -0.57639097 0.30473636 -0.54690188 -0.22745718 -0.0919727 -0.00132107\n", - " 0.19114566 -0.3983238 -0.1874817 0.02656623 -0.06105355 -0.18716338\n", - " 0.00623314 -0.30279187 -0.09444019 -0.47918469 -0.11682458 -0.59105074\n", - " 0.60500565 -0.47928263 -0.53584335 -0.12755279 -0.06864842 0.14390121\n", - " -0.07182491 -0.48403216 -0.26262575 0.18823285 -0.19705112 -0.49704093\n", - " -0.57460471 0.19952524 -0.50608211 0.61029605 -0.73470498 -0.04015183\n", - " -0.04223818 -0.34937379 0.38657838 0.08151534 -0.32457538 -0.08720524\n", - " 0.60791008 0.27145169 -0.01298062 -0.59731918 0.11229508 -0.42399767\n", - " 0.07796481 -0.17182573 0.0148698 -0.20107828 0.1429695 -0.06774123\n", - " -0.05903867 -0.30002149 0.42036027 -0.23954706 -0.19687549 0.07683616\n", - " -0.07328153 -0.1733438 0.01261775 0.15557104 -0.11847654 0.48118059\n", - " 0.00648567 0.23768368 -0.13877209 -0.20265743 -0.34330509 -0.30433167\n", - " 0.30126366 -0.2513005 0.15404877 -0.38804656 0.23356137 -0.28926508\n", - " 0.593075 0.02208283 0.1566124 -0.51251008 0.00357685 -0.06558005\n", - " -0.23073081 0.08932061 0.13663391 -0.15319218 -0.42404347 0.42908605\n", - " -0.53563272 0.03301301 0.06368116 -0.10546555 0.0322339 -0.35219251\n", - " -0.1002672 -0.37449184 0.07365226 -0.16500196 -0.23120522 -0.10689376\n", - " 0.35304641 0.30934996 0.27270471 0.03863282 -0.1408932 -0.06865092\n", - " -0.42244021 -0.15184209 0.07301302 -0.42363963 0.12827046 -0.28174078\n", - " 0.48625321 0.40327137 0.55772431 0.17582416 -0.53818482 -0.22523215\n", - " 0.23430754 0.26393841]\n", "Found 632 total galaxies in catalog for cluster 21425\n", - "[-3.63933753e-01 5.26634476e-01 -2.66806640e-01 4.44357735e-01\n", - " -5.06817580e-01 1.67322891e-02 6.29205856e-04 2.87356219e-01\n", - " 3.75898827e-01 1.28653251e-01 3.52476358e-01 -1.31220940e-01\n", - " 1.74537364e-01 1.89523046e-01 -5.00731581e-01 -2.03009178e-01\n", - " -2.14557784e-01 3.15936302e-01 3.97836225e-01 -1.26634337e-01\n", - " 3.16217560e-01 -4.48161478e-01 8.14230857e-02 -2.74221350e-01\n", - " -5.81186030e-02 4.40945038e-02 -5.41946784e-01 7.27441559e-02\n", - " 3.16412101e-01 3.48650925e-01 -5.94378434e-01 -1.71021248e-02\n", - " -5.97104820e-02 1.06150706e-01 -1.02014268e-01 -4.42567501e-01\n", - " 2.22695111e-01 -2.70895910e-01 2.52696051e-01 -9.14729174e-01\n", - " -5.55198897e-01 -4.91624836e-01 2.72982706e-01 -1.85613902e-01\n", - " 3.08800336e-01 -4.29046087e-01 -4.60273512e-01 5.81959742e-02\n", - " -5.77092354e-01 -2.36539885e-01 -6.08117831e-02 3.34858839e-01\n", - " -3.75641561e-02 -4.85722574e-01 3.00212317e-01 -2.97608820e-02\n", - " -5.71515113e-01 -8.58166631e-02 1.30249329e-01 -1.85510979e-01\n", - " 1.01940060e+00 -9.92080680e-02 2.85195168e-01 1.46237521e-01\n", - " 2.81236826e-01 -2.36451291e-01 -1.87810614e-01 -2.90629117e-01\n", - " -1.80663459e-01 -9.32569519e-02 3.85980543e-01 2.63286023e-01\n", - " 1.59932982e-01 -2.14730346e-02 6.82059494e-02 -5.67901774e-01\n", - " -5.27191424e-02 -1.10141356e-01 3.72320963e-02 2.89214340e-01\n", - " 4.63020867e-02 7.43063695e-01 -4.69937987e-01 -4.78760090e-01\n", - " 1.08326977e-01 5.22003870e-01 -1.12209907e-01 -2.11233617e-01\n", - " -3.09391202e-01 5.72777876e-02 3.56908188e-01 2.44740657e-01\n", - " 3.80347533e-01 3.23929643e-01 3.96183439e-01 -9.88301192e-02\n", - " 1.00949529e-01 1.23328116e-01 2.60502144e-01 -1.98642333e-01\n", - " 4.56999537e-01 1.84003335e-02 -4.70558979e-01 1.19391751e-01\n", - " -4.77405273e-02 -6.13662461e-02 3.61105388e-01 1.98164092e-01\n", - " 7.56548463e-01 7.59343422e-02 -2.26500226e-02 -4.27229408e-01\n", - " -4.17906836e-01 -2.03465546e-01 4.18332051e-01 1.42956033e-01\n", - " 2.37333346e-01 1.10722807e-01 2.90436475e-01 2.59170815e-01\n", - " 7.51996584e-01 -6.35466612e-01 -3.15648792e-02 1.00201903e-01\n", - " 5.63212885e-02 8.34542869e-01 4.85535690e-01 -7.73137799e-01\n", - " 3.95415553e-01 1.84866416e-01 4.27797214e-02 2.35796161e-01\n", - " 1.73210973e-01 3.82642485e-01 3.35383676e-01 2.89896208e-01\n", - " -1.55318707e-01 -1.24647258e-01 1.13713664e-01 1.00145397e-01\n", - " 8.41219149e-01 1.98200127e-01 -2.68647835e-01 -9.04658359e-02\n", - " -3.28339154e-01 -2.36276195e-01 1.73119406e-01 2.33100581e-01\n", - " 1.13579784e-01 3.86994163e-01 -4.02315443e-01 -6.91878997e-01\n", - " 3.47316379e-02 -1.11808759e-01 5.74299860e-02 2.52905935e-01\n", - " 3.07677714e-01 2.19536120e-01 4.03009982e-01 -2.74989571e-02\n", - " 8.03381954e-01 -3.14905492e-01 6.66710908e-01 -8.38658218e-02\n", - " 3.57024177e-01 -7.23662252e-02 5.73435519e-01 2.86147054e-01\n", - " 2.32572219e-01 4.06498056e-01 1.38324208e-01 2.44627180e-01\n", - " 4.91717578e-01 6.00017572e-01 -3.99420184e-02 1.21060056e-01\n", - " -3.53787613e-02 -5.84483707e-02 1.74207525e-01 -9.35932238e-02\n", - " 2.06751036e-01 -6.45986009e-01 -4.80820636e-01 -2.13028333e-01\n", - " -4.08937898e-01 5.16014201e-01 5.95373427e-01 4.06541235e-01\n", - " 1.66076141e-01 1.50332867e-02 6.74440955e-02 -2.35928018e-01\n", - " 5.93338082e-01 -6.41703895e-02 -1.79608072e-01 3.36398287e-01\n", - " -1.56808565e-01 3.55048440e-01 -8.41198018e-02 -1.80550932e-01\n", - " -4.65085499e-01 2.99481408e-01 1.41043691e-01 -2.52812198e-01\n", - " -3.96226779e-01 9.30174373e-02 -6.11761493e-01 1.39503996e-01\n", - " -4.03927619e-01 -2.53794978e-01 2.55528791e-01 5.22947731e-02\n", - " 7.27522404e-03 -3.57519298e-01 3.36047090e-01 2.76226751e-02\n", - " 1.11939473e-02 -6.19970162e-01 -1.11749916e-01 -3.53917800e-01\n", - " 6.97896532e-01 2.18042459e-01 -1.86164964e-01 -1.81912169e-01\n", - " 2.12736103e-01 -4.99631242e-02 2.05440514e-01 -1.72252763e-02\n", - " 4.08957859e-02 -3.26572647e-02 4.56586784e-02 -3.67014509e-01\n", - " 1.60625507e-01 1.53356868e-01 1.20650853e-01 -9.41458184e-02\n", - " -1.50704853e-02 -2.97218481e-01 2.57010717e-01 6.44498303e-03\n", - " 4.48287536e-01 -3.12363017e-01 -1.39761467e-01 6.13968548e-02\n", - " -1.36658874e+00 -3.31488485e-01 4.08540206e-01 -6.95549195e-01\n", - " 3.42625040e-01 3.93657061e-02 5.99727750e-01 -4.02016273e-01\n", - " -2.27338817e-01 1.28414895e-02 5.50015325e-01 -7.63552667e-02\n", - " 1.02720953e-01 3.65325409e-01 -4.00004343e-02 4.95725955e-01\n", - " 2.18632691e-01 1.05074799e-01 -1.55627520e-01 -1.63718385e-01\n", - " 1.33573093e-01 2.28070503e-01 -1.82576711e-01 5.70360606e-01\n", - " 5.24170396e-01 -4.64778508e-02 -2.46904706e-01 4.44023403e-01\n", - " 2.83977736e-01 1.10889576e-01 -5.41057658e-01 -1.52142746e-01\n", - " -1.89765294e-02 3.77301193e-01 -3.05654832e-01 -5.26078874e-01\n", - " 4.16670183e-02 2.47376153e-01 4.17941808e-01 4.29904575e-01\n", - " 2.69924158e-01 1.91092028e-01 4.76850118e-01 -4.08726245e-02\n", - " -1.87387243e-01 5.86979179e-01 3.96162753e-01 2.91857263e-01\n", - " -3.50838360e-01 -2.96055193e-02 -4.24868206e-02 -1.54583352e-01\n", - " 5.54252961e-02 9.64864087e-02 3.46552363e-01 2.35203224e-01\n", - " 2.15419467e-01 3.64301593e-01 8.84298987e-02 -2.04951984e-01\n", - " -7.58342398e-02 6.04669689e-01 -3.69209234e-01 2.99874964e-01\n", - " -6.34258503e-02 4.87639050e-01 -2.92108586e-01 2.19229228e-01\n", - " 4.06936403e-01 2.22839578e-01 2.59846542e-01 -2.53248499e-01\n", - " 2.68341432e-01 -7.90173977e-01 -1.03641014e-01 -7.36284620e-02\n", - " 1.45933506e-01 -3.49077399e-01 -7.02529853e-02 -1.31736786e-01\n", - " -1.76980757e-01 3.54664821e-01 -2.71113020e-01 -1.99548671e-01\n", - " 4.49183938e-02 1.27755225e-01 2.41624698e-01 -4.63790519e-01\n", - " -6.12709541e-02 1.87386813e-01 -8.21536014e-01 -1.48245645e-01\n", - " -3.64977934e-01 2.56628744e-01 8.29493320e-01 -2.82548692e-01\n", - " 3.66807103e-02 -4.57541863e-02 1.46820959e-01 3.56764374e-01\n", - " 2.18685980e-01 -8.64307905e-03 -1.63471015e-01 -2.35748853e-01\n", - " -4.89288710e-01 2.38379307e-02 -2.41270896e-01 5.02538071e-01\n", - " 1.21403517e-01 1.06190943e-01 1.02924276e-01 5.12168665e-01\n", - " 5.33000116e-01 -1.67169099e-01 -2.36932586e-01 1.19500767e-01\n", - " -3.97937633e-01 -7.83517767e-01 9.02364833e-01 -1.39521870e-01\n", - " -1.00512464e-01 -1.19750968e-01 1.20248728e+00 -3.16109369e-01\n", - " -2.88595715e-01 -4.04202864e-01 -2.22208205e-01 5.57168703e-01\n", - " -4.14303814e-01 2.70871130e-01 3.96790847e-01 1.01012011e-02\n", - " 2.27900225e-01 2.42814814e-01 3.98498761e-02 7.36932836e-02\n", - " 2.67449221e-01 3.09477902e-01 -2.08873297e-02 2.52767395e-01\n", - " -4.06214353e-01 1.16754310e-01 -4.06051407e-01 -2.81088901e-01\n", - " 6.33725594e-02 -1.15811203e-01 -1.36632774e-01 1.52322574e-02\n", - " -2.28635747e-01 -6.46255567e-02 2.41395597e-02 -2.83384763e-01\n", - " -5.23259005e-01 -3.00498029e-01 1.86575816e-01 -1.50883500e-01\n", - " -1.10262255e-01 1.47937714e-01 -2.90455182e-01 2.28675910e-01\n", - " -5.38525332e-01 4.54932416e-01 6.22946334e-01 2.51572098e-01\n", - " 1.48486419e-01 -3.56816566e-01 -7.75624907e-04 1.80544136e-01\n", - " 1.94915862e-01 6.85532176e-02 8.75167855e-02 -9.88772111e-02\n", - " 6.00468589e-01 4.17097143e-01 2.44295035e-01 1.50583218e-01\n", - " 6.44133738e-01 -7.42761081e-02 5.77180832e-02 3.47013234e-01\n", - " -2.43475602e-01 9.81345316e-02 -3.11432537e-01 2.34047827e-02\n", - " 1.78658575e-01 3.38104847e-01 -4.76683746e-01 3.10359091e-01\n", - " -4.48167325e-01 -2.00168364e-01 -1.29246213e-01 1.69423505e-01\n", - " -4.34083039e-01 -2.60292061e-01 -3.96783467e-01 1.98083700e-01\n", - " 6.93449663e-03 4.17899755e-01 1.34025700e-01 7.01712748e-01\n", - " 9.25855945e-02 3.69987967e-01 6.58963053e-01 1.98612424e-01\n", - " 2.52645861e-01 -7.26745616e-02 8.97302543e-01 -8.59791991e-02\n", - " 2.54262184e-02 9.11943012e-03 1.12794212e+00 -3.56711394e-01\n", - " -3.34527341e-01 -8.94415005e-02 -2.46987592e-01 -2.17223408e-01\n", - " 3.78434491e-01 2.38495946e-01 -4.19479091e-01 2.19095923e-01\n", - " -5.09050422e-01 6.19585610e-01 4.09514257e-01 -2.68743775e-01\n", - " 4.98255124e-02 -4.43398561e-02 -2.83086475e-01 1.58352043e-01\n", - " -3.24908149e-01 5.83877219e-01 -1.17356929e-01 1.64104438e-01\n", - " 2.33998981e-01 -5.96027981e-01 9.20345116e-01 2.09931196e-01\n", - " 1.91787263e-01 -4.08203212e-01 -7.20195211e-02 7.09715258e-01\n", - " 2.77390908e-01 2.65665083e-01 -2.65635063e-01 -6.62417154e-01\n", - " 3.04943537e-01 4.03700635e-01 -5.06537193e-02 6.26899868e-01\n", - " -9.26773431e-02 -5.91939763e-01 4.62191436e-01 -2.26721292e-01\n", - " 2.00629506e-02 8.32391941e-02 -1.79409265e-01 -6.64614327e-01\n", - " -3.78228731e-01 4.33214135e-01 2.44411183e-01 -6.27382425e-01\n", - " 1.52895794e-01 2.20145553e-02 1.08891732e-01 6.70089457e-02\n", - " 3.39069616e-01 -4.08289864e-01 -1.58648900e-01 3.20763463e-02\n", - " -1.70535640e-01 2.53177766e-01 -2.34104321e-01 -3.00832668e-01\n", - " 5.89581926e-01 -1.07883199e-01 -1.84048155e-01 5.56329163e-01\n", - " -2.44266667e-01 -1.29422129e-01 -1.63504491e-01 -1.61503489e-01\n", - " -2.93481588e-01 4.50311016e-01 4.86855419e-01 3.83732248e-01\n", - " 2.12420355e-01 -2.49479069e-01 8.43922790e-01 -7.66193977e-02\n", - " 8.24136933e-01 -1.10618409e-01 1.84496018e-01 -5.44079117e-01\n", - " 1.82123580e-01 -1.51216784e-01 -1.87844562e-01 -3.59647141e-01\n", - " 1.53572012e-01 -4.40456555e-01 4.90456652e-01 -2.10587645e-02\n", - " 7.89584612e-02 9.44570487e-02 5.34261135e-01 3.33738428e-01\n", - " 2.80784357e-01 -3.74911931e-02 3.52143487e-01 9.43915633e-02\n", - " 2.91611109e-01 -4.49364769e-01 -8.58396735e-02 -9.42685960e-02\n", - " 2.34393055e-01 5.81295852e-01 6.41498398e-01 1.53697643e-01\n", - " -2.67667053e-01 1.39052398e-01 -1.87808654e-01 -1.82836494e-03\n", - " -4.40456421e-03 -1.23223465e-01 4.89056462e-01 7.02713135e-01\n", - " -1.43188870e-01 7.71913247e-02 5.09838362e-01 3.29411501e-02\n", - " -3.45130889e-02 1.04367113e-01 3.65295809e-03 1.54640396e-01\n", - " -1.89190086e-01 1.21379845e-01 -1.93979390e-01 -3.15641153e-01\n", - " -7.06730971e-01 -4.27216230e-02 6.71071197e-01 4.30056026e-01\n", - " -1.06662130e-01 -1.06590390e-01 -1.49229180e-02 -6.82247958e-02\n", - " 3.35356332e-02 -2.11735883e-01 6.19095729e-01 -2.13278409e-01\n", - " -5.35523824e-01 -7.73580831e-03 -1.98055337e-01 1.17988559e-02\n", - " -1.69763187e-01 -4.71346570e-02 3.76638446e-01 -1.00872329e-01\n", - " 3.18427225e-01 -1.01843301e-01 5.50168823e-01 2.76277276e-01\n", - " -1.88947627e-01 1.93816513e-01 -2.15285934e-01 -4.12935874e-01\n", - " 8.03767313e-02 3.27134462e-01 1.43721164e-01 -6.94486117e-01\n", - " -3.58745414e-01 3.90702906e-02 -7.63379287e-03 5.23832249e-01\n", - " -2.69761525e-01 4.67668884e-02 2.80930973e-01 3.81216292e-01\n", - " 7.62016561e-02 -8.00642754e-02 4.07941914e-01 4.16582077e-01\n", - " 1.02777755e-01 -5.51856869e-02 7.91312256e-02 -1.71903509e-01\n", - " -2.83695615e-02 -4.34667711e-01 -4.66484380e-01 -2.12275370e-01]\n", "Found 8401 total galaxies in catalog for cluster 30553\n", - "[-0.44449465 0.09366119 0.03500001 ... 0.15187118 0.41326337\n", - " -0.14555847]\n", "Found 2161 total galaxies in catalog for cluster 11651\n", - "[ 0.19994002 -0.33410751 0.05487243 ... -0.19016788 0.397141\n", - " 0.1320266 ]\n", "Found 3115 total galaxies in catalog for cluster 27728\n", - "[ 0.11631963 0.68559592 -0.17105027 ... -0.22345805 -0.22811455\n", - " -0.20146981]\n", "Found 3282 total galaxies in catalog for cluster 30757\n", - "[ 0.22950887 0.08943643 0.26248539 ... -0.05575059 0.14546627\n", - " 0.11441397]\n", "Found 5806 total galaxies in catalog for cluster 32634\n", - "[-0.54039764 -0.09551192 0.09198529 ... 0.33627811 0.24889236\n", - " -0.41407367]\n", "Found 3646 total galaxies in catalog for cluster 33429\n", - "[ 0.23045971 0.80975207 0.25403913 ... -0.36112198 -0.21685067\n", - " -0.10187624]\n", "Found 2372 total galaxies in catalog for cluster 15656\n", - "[-0.03603866 0.25902208 -0.5979108 ... -0.40605118 0.47062627\n", - " -0.25639667]\n", "Found 963 total galaxies in catalog for cluster 29784\n", - "[-3.74531150e-01 -9.04684493e-02 9.56328628e-02 -5.94852915e-02\n", - " -2.03208879e-01 4.55322050e-01 -2.85261504e-01 4.90301058e-01\n", - " -1.87414023e-01 1.91680610e-01 1.39087712e-01 -4.93485033e-01\n", - " -1.34478811e-01 -1.13829096e+00 5.85202725e-01 -2.39663311e-01\n", - " 1.55811446e-01 -3.93182798e-02 1.15591253e-01 -1.40913916e-01\n", - " -4.85935257e-01 4.27971668e-01 2.23980749e-01 1.25320157e-02\n", - " 1.86931014e-01 1.58710421e-01 1.18144166e-01 -3.65484039e-02\n", - " 4.78648957e-01 -1.24745946e-01 -3.67749105e-01 5.38465703e-01\n", - " 2.30907641e-01 -2.06525101e-01 4.86057397e-01 -9.71671331e-02\n", - " 2.77246671e-01 -3.10816712e-01 -2.49876311e-02 1.79119796e-01\n", - " -2.99570013e-02 4.08532890e-01 4.67712095e-01 2.31946855e-01\n", - " -1.53808332e-01 -3.18679794e-01 1.36119348e-01 -2.26593323e-01\n", - " 3.15734810e-02 -5.10387034e-01 3.67945367e-01 6.53179966e-02\n", - " 5.76948572e-03 -8.53625264e-02 2.36921093e-01 1.67741753e-01\n", - " 2.47834973e-01 -7.25208409e-01 -1.09862432e-01 -5.46050449e-01\n", - " 2.66913464e-01 3.39978007e-01 2.35414587e-01 -4.61558280e-01\n", - " 4.27611390e-01 -2.73323243e-01 -2.63129178e-01 -2.92502388e-02\n", - " -1.67692713e-01 1.40895063e-01 5.42806347e-02 1.04922197e+00\n", - " 7.97557522e-03 4.20044527e-02 4.81568074e-02 2.97221926e-01\n", - " 1.92441562e-01 2.80164365e-02 -5.33161727e-02 -1.21445889e-01\n", - " -3.92757644e-02 -2.79206060e-01 -4.42323908e-01 -2.69642040e-01\n", - " 3.38477469e-01 3.09001224e-01 -2.18731765e-01 4.69552888e-01\n", - " 4.73252359e-01 8.60732322e-02 2.23373750e-01 -7.38509040e-04\n", - " -8.24447575e-02 -2.43538886e-01 4.05303148e-01 -1.04662964e-01\n", - " 3.07980022e-01 1.44284182e-01 -1.21465514e-01 -5.20851157e-01\n", - " -4.38787308e-01 -9.83000515e-02 -5.47502568e-01 4.55601443e-01\n", - " -3.60574161e-01 -5.16094859e-01 -7.76401676e-02 7.98851646e-02\n", - " 3.06089588e-01 -2.37535233e-02 -5.01512511e-01 2.44570749e-02\n", - " -4.31345068e-01 -1.59036927e-01 2.43932222e-01 -2.25452407e-01\n", - " -5.13635126e-01 -1.30409921e-01 -6.13845163e-02 4.29508216e-01\n", - " 2.60898870e-01 2.80043443e-01 -9.66927783e-02 -6.92371275e-01\n", - " -3.88177871e-01 -5.88679529e-01 -1.47067463e-02 2.71600958e-01\n", - " -2.35717765e-01 6.33830196e-01 -2.79945409e-01 2.62336592e-02\n", - " 1.42825250e-01 8.10570861e-02 3.94453656e-01 5.87438305e-01\n", - " 4.85794799e-01 -1.85290052e-01 -2.64018784e-01 1.20532839e-01\n", - " 2.83647388e-01 6.87059926e-01 -1.10278487e-01 -3.57214947e-01\n", - " -8.14345252e-02 -5.31349874e-01 -2.26889727e-01 -2.64295834e-02\n", - " 1.30452592e-01 -7.88445185e-03 -6.76519280e-01 -1.98184871e-01\n", - " -1.10087264e-01 -2.12009355e-01 -6.26590597e-01 -1.30595714e-02\n", - " -1.18384692e-01 -1.51344325e-01 -2.27985594e-01 -3.34177160e-01\n", - " -9.88984504e-01 -2.78557163e-02 -2.56990727e-01 -9.15903766e-02\n", - " 6.68901057e-03 -1.79508101e-01 7.69790468e-02 5.95902546e-02\n", - " -1.40531829e-01 1.71072155e-01 2.47506242e-01 -4.38240621e-01\n", - " -2.54200924e-01 2.03689586e-01 3.23317927e-01 -5.19653640e-02\n", - " -3.92637675e-01 -7.64026908e-01 -2.07129313e-01 -1.45049629e-01\n", - " -2.32857967e-01 4.70348065e-02 -4.54610204e-01 -2.82543275e-01\n", - " -3.39877160e-01 7.19039089e-01 -2.76428544e-01 1.91756468e-01\n", - " -2.77083280e-01 -2.97341765e-02 1.26404939e-01 6.86388184e-03\n", - " -5.36731710e-01 -8.50205709e-02 6.23371012e-02 9.96753334e-03\n", - " -2.84310635e-01 -4.40898385e-02 6.08811927e-01 -3.94898968e-01\n", - " -4.56481767e-01 -4.17366142e-01 -3.04345635e-01 3.26495995e-01\n", - " 3.59853342e-01 4.60634109e-01 1.87443477e-02 -6.15408126e-01\n", - " -2.43329411e-01 4.38786568e-01 1.66919742e-01 -1.73846284e-01\n", - " -1.51120146e-01 1.53664509e-01 -2.47104565e-01 -2.18998532e-01\n", - " 1.50843963e-01 5.89765014e-02 2.23238680e-02 5.11995894e-01\n", - " -1.50822619e-01 1.64050892e-02 -1.14329724e-01 2.48108513e-01\n", - " 8.71719685e-02 2.50271864e-01 -2.43445140e-01 2.48082141e-01\n", - " 5.64650203e-01 -1.73798206e-01 -4.78756249e-03 4.07951096e-01\n", - " 5.28972107e-02 4.24429488e-01 -9.50517790e-01 4.69755501e-01\n", - " -1.17292496e-01 1.21888513e-01 3.22775046e-01 -2.20890408e-01\n", - " -2.78581081e-02 -5.77482342e-01 -6.29668378e-02 2.03985267e-01\n", - " -6.42040653e-01 2.03864274e-01 -2.19057692e-01 -8.51474747e-02\n", - " -2.75861518e-01 2.74326678e-01 8.50500440e-02 -8.23625541e-01\n", - " 1.63493425e-01 5.15804117e-01 2.33310542e-01 -3.48090913e-01\n", - " -3.38573870e-01 7.29414817e-02 -1.43262431e-01 4.41684238e-02\n", - " 1.02653562e-01 -8.24101337e-02 6.17322545e-02 4.30709747e-01\n", - " -6.47178210e-01 5.13796370e-01 2.30247240e-01 2.20500610e-01\n", - " 5.26669703e-02 -5.15015283e-01 3.03006697e-01 4.58558668e-01\n", - " -1.30927832e-01 2.21947379e-01 2.98628676e-01 -2.77639220e-01\n", - " 3.16596930e-01 1.02593299e-01 -1.83823439e-01 -3.60450488e-02\n", - " -4.85245242e-01 -1.20658894e-01 5.79767420e-02 3.30478555e-01\n", - " -1.30401254e-01 -1.90393590e-01 -2.80979796e-01 -4.00142915e-01\n", - " 3.15879904e-02 -2.83906075e-01 1.88615575e-01 -1.23758327e-01\n", - " -4.75572657e-01 -2.07379821e-02 1.93707535e-01 3.60745129e-01\n", - " 2.26968858e-01 -5.52371727e-02 -2.92400992e-01 1.22131802e-01\n", - " 1.79903572e-01 8.81068135e-01 6.01559968e-01 1.93311652e-01\n", - " -2.98767468e-01 -6.58059548e-01 3.10511891e-01 6.84624861e-01\n", - " 1.28208466e-01 5.14224191e-01 3.11884303e-01 2.43204760e-01\n", - " -1.08498817e-01 -3.56264329e-01 1.82460681e-01 1.69308696e-01\n", - " 1.22048392e-01 5.26627312e-01 -5.29196392e-01 -2.25399750e-01\n", - " 7.46959335e-02 2.39985025e-02 -2.61285699e-01 3.06567395e-01\n", - " -1.29871745e-01 1.17231939e-01 2.82977745e-01 -2.87047734e-02\n", - " 4.27230835e-01 2.10880717e-01 8.74861114e-01 5.99478787e-01\n", - " 1.04740249e-02 6.55870320e-01 8.34737935e-01 -5.09792468e-01\n", - " 4.09110286e-01 3.78723860e-01 -1.32132040e-01 -1.38402018e-02\n", - " -1.14353563e-01 3.04917363e-01 3.67867603e-02 -5.99157668e-01\n", - " 5.27108558e-02 3.07462375e-02 -3.59780236e-01 5.26533062e-01\n", - " 2.21979989e-01 -5.52704266e-02 -1.03832356e-01 1.27979423e-01\n", - " 3.01240929e-01 4.71329186e-01 6.56084049e-01 -1.82575999e-01\n", - " 3.54063333e-02 -9.08870480e-02 -1.34430884e-01 -1.19443494e-01\n", - " -4.95430140e-02 -1.16861169e-01 2.17479977e-01 1.28189684e-01\n", - " 2.09248787e-01 -5.53225268e-01 1.07329802e-01 3.29393773e-01\n", - " -3.01907784e-01 6.34517258e-02 -2.43518609e-02 1.94399337e-01\n", - " -2.44258903e-02 -4.22619462e-01 -3.64010200e-01 4.17364784e-01\n", - " 3.09319584e-01 2.78937010e-01 -6.58345895e-03 -5.13760896e-01\n", - " 1.35074837e-01 3.96206230e-01 -1.32586099e-01 -4.26909109e-01\n", - " -3.16001532e-01 -1.15554953e-01 -2.84450062e-01 -3.48797028e-01\n", - " -1.55106647e-01 2.21744466e-01 6.87374755e-02 -6.79419371e-01\n", - " -2.51437026e-01 6.14944215e-01 1.38147172e-01 2.33362547e-01\n", - " 2.05653385e-01 -1.41866362e-01 -5.96883198e-01 -4.61450585e-01\n", - " 2.04196222e-01 -2.70755285e-01 -3.55138635e-01 -3.16780539e-01\n", - " -3.37200334e-01 2.43501439e-01 4.58112224e-01 1.18838490e-01\n", - " 9.52059148e-02 -3.11470833e-01 4.04933056e-01 5.54655136e-04\n", - " 3.01088786e-01 2.75996694e-01 1.12463255e-01 -2.28735861e-01\n", - " 1.49449357e-01 5.74042549e-02 2.65941433e-01 1.95334226e-01\n", - " 2.32759325e-01 2.33699491e-01 2.00916615e-01 -3.81253653e-01\n", - " -5.23259727e-01 3.95417843e-01 6.45081234e-01 -2.00814732e-01\n", - " 1.70283015e-01 1.79837707e-01 2.03219033e-01 -3.76950209e-01\n", - " 5.11703480e-01 6.34310790e-02 -5.82685380e-02 -4.22609131e-03\n", - " 2.33065620e-01 -4.97911036e-02 9.69433294e-02 1.22084635e-01\n", - " -4.04275073e-02 -3.33491552e-02 -1.42661489e-01 1.57688983e-01\n", - " -3.71108007e-01 2.34807459e-01 1.85417781e-01 -5.83759227e-02\n", - " 3.47775518e-01 -1.36178192e-01 4.49054531e-01 8.70500672e-02\n", - " -3.48201089e-01 4.46701010e-01 -1.59714544e-01 6.96534508e-03\n", - " 5.04437120e-01 -1.27884928e+00 -4.93273046e-02 9.32557814e-02\n", - " -3.59446883e-01 -5.78523638e-01 1.99369180e-01 -2.50766891e-01\n", - " -3.16097463e-01 8.92384935e-02 -1.59941653e-01 6.44747311e-01\n", - " -4.18349600e-01 -1.66637471e-01 -3.13046184e-02 1.99257600e-01\n", - " 2.86532561e-01 5.86687359e-02 -2.00454474e-01 4.10947041e-01\n", - " 9.15727325e-03 9.20775070e-02 3.64009940e-01 -4.93787285e-02\n", - 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1.80749891e-01 5.48905515e-02 2.08485483e-01\n", - " -3.42586906e-01 -1.47641217e-01 1.06330845e-01 4.70452500e-01\n", - " 6.17844802e-01 1.94553224e-01 -1.80616073e-01 2.68431954e-01\n", - " -2.53724367e-02 -3.50485867e-01 -5.13190249e-02 -1.94425425e-01\n", - " 4.86772207e-01 -1.98559877e-01 -5.70766681e-01 -4.39725138e-01\n", - " 2.69195677e-01 -2.06904105e-03 9.74945322e-02 -3.67230765e-01\n", - " 1.72817574e-01 1.67193218e-01 1.51849786e-02 1.49884241e-01\n", - " -4.63041071e-01 7.31657441e-01 -1.17089864e-01 -1.60118508e-01\n", - " -7.45468030e-02 -2.49702380e-01 7.73944274e-01 5.70006881e-01\n", - " -3.05928928e-01 3.32115268e-01 1.73833727e-01 -3.12980906e-01\n", - " -3.65961259e-01 5.30091705e-01 -1.95220463e-01 -3.67418864e-01\n", - " 3.09699322e-01 -3.35739969e-01 2.09508423e-01 -1.33944299e-01\n", - " 1.63513504e-01 -2.49411577e-01 2.09492510e-01 2.89406382e-02\n", - " -6.30737076e-01 -2.30468408e-01 -7.80427985e-01 -1.36228830e-01\n", - " -4.78741318e-03 2.94785760e-01 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2.61363049e-01\n", - " -7.83113237e-01 -3.32130804e-01 -8.01354806e-02 -4.50082579e-01\n", - " -2.83563719e-01 -2.54589172e-01 1.30339194e-01 8.71808045e-02\n", - " 1.49172429e-01 -4.94682674e-01 -1.60472279e-01 6.52965030e-01\n", - " 7.17227562e-02 2.00925661e-02 -8.69351942e-02 3.63237518e-01\n", - " 1.54838067e-01 5.86799746e-01 8.06002687e-02 3.74671265e-01\n", - " -6.46959103e-01 -2.67484738e-01 2.59089017e-02 -7.56240925e-02\n", - " -8.97071390e-01 -2.91750795e-01 -2.33678822e-01 -3.97007763e-03\n", - " 8.56245373e-01 -4.09003334e-01 -6.18784581e-01 -1.56247863e-01\n", - " 2.04067104e-01 -3.83880688e-01 -2.04842234e-01 -1.27832840e-01\n", - " -3.87348687e-01 -4.65623405e-01 6.37729537e-01 3.76113847e-01\n", - " 2.43793990e-01 -3.77503852e-01 3.25952411e-02 2.93046065e-01\n", - " 2.99011175e-01 -1.96334606e-01 3.62003309e-01 -6.37255479e-01\n", - " 5.89402255e-01 -2.72793827e-01 1.03032935e-01 1.27359138e-01\n", - " -1.28288731e-01 -2.20885691e-01 4.45109414e-01 -6.61960175e-01\n", - " -2.35968474e-01 4.62352621e-01 1.75620219e-01 1.12927130e-01\n", - " -4.14429969e-01 4.87737780e-02 9.23026588e-02 3.26783678e-01\n", - " 6.99565749e-01 2.43545948e-01 -2.28325800e-01 7.62280801e-02\n", - " -7.62891033e-01 4.44178448e-01 2.71287895e-01 4.24852933e-01\n", - " -3.00287508e-01 -5.91156364e-02 1.38186025e-01 -4.26558260e-01\n", - " 2.45318642e-01 -3.25939419e-01 1.03260032e-01 -2.17172510e-01\n", - " 2.51121831e-01 -1.66919974e-01 -1.10589446e-01 3.78035353e-01\n", - " -6.53951448e-01 4.15194939e-02 -5.51561130e-01 -5.54223019e-01\n", - " -9.33175701e-02 -1.43139984e-01 2.78871250e-01 -1.06072826e-01\n", - " 1.21149689e-01 -2.09704766e-01 7.99281083e-03 -9.28189599e-01\n", - " 4.64978886e-02 -8.80446968e-03 -9.46948390e-02 5.83194945e-01\n", - " 3.42825839e-01 2.88631982e-01 -7.67634541e-01 -2.33206984e-01\n", - " 9.94712061e-02 9.27931284e-03 4.40662214e-01 6.29565450e-03\n", - " -8.69783050e-01 -2.43960769e-01 -1.21168385e-01 1.60426932e-01\n", - " 6.41659768e-02 -1.84782602e-01 6.68039421e-02 3.40955125e-02\n", - " 4.21341735e-01 -5.94450655e-02 5.20413857e-01 2.68343182e-01\n", - " -3.36085144e-01 4.59585682e-01 4.62655430e-01 -7.19490560e-02\n", - " 7.84859381e-01 -9.97804726e-02 4.46434488e-01 2.30093569e-01\n", - " 1.92032528e-01 2.79221277e-01 3.76212341e-01 4.07158011e-01\n", - " -1.56977512e-01 -3.18467066e-01 1.95808242e-01 -2.02053502e-01\n", - " -3.78179640e-01 9.79518557e-02 -1.36258298e-01 -4.79464935e-01\n", - " 6.18505167e-01 2.75465772e-01 -4.20605353e-01 -1.88665502e-01\n", - " -2.95318042e-01 -5.09428244e-01 1.75013263e-01 1.02571498e-01\n", - " 3.16578370e-01 -2.14684395e-02 -6.14726214e-02 4.86289248e-02\n", - " -7.36330999e-03 3.22111364e-01 -1.69574032e-01 8.29146051e-03\n", - " -5.70150828e-01 7.70674536e-02 -3.74816412e-01 3.84632328e-01\n", - " -7.66169013e-02 1.53588364e-01 3.18963784e-01 3.18587404e-02\n", - " 6.53300663e-02 -2.86609817e-01 4.78275609e-02 1.08532942e-01\n", - " 2.75004450e-01 6.10035257e-01 -5.29887114e-01 1.00068335e-01\n", - " 4.58822801e-01 -6.66566463e-03 1.19624127e-02 5.59695820e-01\n", - " -3.43811987e-01 -1.18648930e-01 2.41688370e-01 -4.45866066e-02\n", - " 5.79032733e-02 -2.20270053e-01 8.05894650e-02 5.18162408e-02\n", - " -5.04277273e-02 2.66810706e-02 -1.09809782e-01 2.94852967e-01\n", - " 6.54070025e-01 4.18200251e-02 1.70964527e-01 3.59479773e-03\n", - " 1.46373241e-01 3.98788473e-01 -1.20676092e-01 -3.22758671e-02\n", - " -2.91337408e-01 -2.65976497e-01 5.52084008e-02 8.24194906e-02\n", - " -2.08664697e-01 -7.32385741e-03 -2.89765259e-01 5.85829641e-01\n", - " -4.10330005e-02 -1.50244002e-01 -3.99108336e-01 2.70163830e-01\n", - " -1.42404976e-01 -4.56273165e-01 3.49386933e-01 2.48386778e-01\n", - " -1.17627367e-01 -3.24426505e-01 -6.20285584e-02 -2.41898536e-02\n", - " -2.46996395e-03 2.82085251e-01 -1.87017544e-01 3.10285456e-01\n", - " 1.36889084e-01 -1.92142339e-01 1.19492689e-01 -1.81765237e-01\n", - " -2.06656943e-01 -3.98616257e-01 4.41822575e-01 6.37796189e-02\n", - " 1.90652483e-01 -2.24173915e-01 1.14369700e-02 7.74184631e-02\n", - " -6.97068781e-01 -4.13787078e-01 1.72365089e-02 4.74132079e-02\n", - " 1.03792999e-02 3.27294818e-01 -5.11389124e-01 1.63110344e-01\n", - " 9.71973896e-02 1.07063812e-01 -1.23615041e-01 -7.44546956e-02\n", - " -3.01644276e-01 -2.04188593e-01 1.58340148e-01 3.42275497e-01\n", - " 3.20444351e-01 -3.58681277e-02 1.99525974e-01 1.03604150e-01\n", - " 2.74447322e-01 -4.96359712e-01 -3.37200725e-01]\n", "Found 2313 total galaxies in catalog for cluster 22630\n", - "[ 0.18027475 -0.04958593 -0.01545594 ... -0.15596318 -0.11737921\n", - " 0.37863276]\n", "Found 1247 total galaxies in catalog for cluster 17777\n", - "[-0.17755899 0.53584643 -0.56541227 ... 0.13590448 -0.28397172\n", - " -0.17819784]\n", "Found 2529 total galaxies in catalog for cluster 33569\n", - "[-0.18569312 -0.24435683 -0.23881131 ... -0.10040275 -0.10348083\n", - " -0.39138865]\n", "Found 2263 total galaxies in catalog for cluster 39996\n", - "[ 0.02196514 -0.06028599 -0.14932883 ... 0.09626804 -0.21497911\n", - " -0.33765771]\n", "Found 4094 total galaxies in catalog for cluster 37007\n", - "[ 0.07284894 0.38554188 0.21999141 ... -0.27485964 -0.00235147\n", - " 0.19650853]\n", "Found 4852 total galaxies in catalog for cluster 25937\n", - "[ 0.15255857 -0.41420091 -0.28794845 ... -0.40640666 -0.15664724\n", - " 0.02635474]\n", "Found 1586 total galaxies in catalog for cluster 24386\n", - "[-0.27205013 -0.31597019 0.44689643 ... 0.06128624 0.14351361\n", - " -0.0817034 ]\n", "Found 5253 total galaxies in catalog for cluster 44685\n", - "[-0.44872314 0.17909645 -0.04093126 ... -0.26766488 0.32192309\n", - " 0.19298336]\n", "Found 2779 total galaxies in catalog for cluster 48725\n", - "[ 0.20582145 -0.1444869 0.18837871 ... -0.29640027 -0.29535285\n", - " -0.12527403]\n", "Found 2228 total galaxies in catalog for cluster 27260\n", - "[-0.22416677 0.36743222 -0.37646341 ... -0.31756387 -0.55119146\n", - " 0.20441414]\n", "Found 1532 total galaxies in catalog for cluster 35316\n", - "[ 0.72049676 -0.21207569 -0.21298772 ... -0.3634102 -0.02489602\n", - " -0.40295261]\n", "Found 1270 total galaxies in catalog for cluster 59428\n", - "[ 0.25644259 -0.09038017 0.26933536 ... -0.24494628 -0.19486009\n", - " -0.21822688]\n", "Found 2305 total galaxies in catalog for cluster 25976\n", - "[ 0.11108439 0.12539907 0.08190519 ... 0.33850757 -0.3703267\n", - " -0.43430721]\n", "Found 3178 total galaxies in catalog for cluster 31596\n", - "[ 0.33542191 -0.3595155 0.11415141 ... -0.33752974 -0.10241494\n", - " -0.19251326]\n", "Found 6358 total galaxies in catalog for cluster 26346\n", - "[ 0.05561808 0.59199334 -0.46583343 ... 0.03321205 -0.2685966\n", - " -0.2305854 ]\n", "Found 3056 total galaxies in catalog for cluster 36608\n", - "[ 0.06227627 0.67766812 -0.17692931 ... -0.24484238 -0.24507671\n", - " -0.17460524]\n", "Found 3770 total galaxies in catalog for cluster 26938\n", - "[-0.01549692 0.13176151 0.48000063 ... -0.27052491 0.14771541\n", - " 0.12189737]\n", "Found 1528 total galaxies in catalog for cluster 74483\n", - "[ 0.077594 0.41565343 -0.2718991 ... 0.15248395 -0.24333836\n", - " -0.21848731]\n", "Found 2946 total galaxies in catalog for cluster 62882\n", - "[ 0.30365894 -0.25115253 0.05941377 ... 0.59510717 -0.32169655\n", - " 0.02876253]\n", "Found 626 total galaxies in catalog for cluster 25770\n", - "[ 4.69931464e-01 8.22515866e-02 1.04774189e-01 -4.91077133e-01\n", - " -4.79108990e-01 -4.92235047e-01 -2.79842955e-01 8.15205721e-01\n", - " -1.07987075e-01 -4.27322232e-01 1.82240614e-01 2.26923950e-01\n", - " 5.05250919e-01 -4.34908175e-02 5.14067394e-01 6.15667160e-02\n", - " 2.46517210e-01 2.21151791e-01 2.00860200e-01 -4.89204299e-01\n", - " 1.68410128e-01 -4.63005026e-01 -6.25874669e-02 -7.36704076e-01\n", - " 3.86085247e-01 5.37414309e-01 6.13131971e-01 1.75910598e-01\n", - " 3.01997998e-01 4.93562951e-01 -5.11824565e-01 -6.77689254e-01\n", - " -3.55233591e-01 3.48156273e-02 -8.22188668e-02 -1.42617345e-02\n", - " -3.76474539e-01 -1.45591160e-01 -2.62950660e-01 -6.96685892e-02\n", - " 7.83869118e-01 6.36507954e-01 -1.29505865e-01 -2.77977413e-02\n", - " 1.40483918e-01 1.19928716e-01 -1.09130350e-02 -1.71046961e-02\n", - " -6.13019446e-01 -4.49053959e-01 -3.85741608e-01 -1.41827127e-01\n", - " 9.51990958e-03 -4.43975817e-01 -2.60270096e-01 -1.11732567e-01\n", - " 1.96746896e-01 -4.08580494e-01 2.41673237e-01 -4.96495395e-01\n", - " -9.68007401e-02 8.27320874e-02 -1.27433170e-01 -4.48919629e-01\n", - " -6.09986065e-01 -3.53356958e-01 2.97928699e-01 1.18964300e-01\n", - " -3.44932078e-02 1.64602649e-01 -6.14946162e-01 -9.70088693e-01\n", - " 4.12449995e-02 4.19561939e-01 -9.42305452e-02 -9.09811973e-02\n", - " -2.16608255e-02 -9.72954089e-02 3.13101625e-01 -1.13147803e-02\n", - " 4.01250048e-01 -5.81262680e-02 3.35590908e-01 -8.28042693e-02\n", - " -5.26399344e-01 5.07189784e-01 3.30508795e-01 1.47963214e-01\n", - " 3.41113103e-02 -2.44874898e-01 2.05402440e-01 1.58567775e-01\n", - " -1.70823821e-01 -1.13903500e-01 -5.02343756e-02 -2.17254405e-01\n", - " 1.39951479e-01 -4.12513333e-01 5.95112176e-01 2.19771619e-01\n", - " 3.43336447e-01 -1.64441106e-01 6.32548725e-01 -2.32962518e-01\n", - " 3.19206252e-01 2.04177802e-01 -2.09092612e-01 1.70933125e-01\n", - " -9.63795212e-02 4.45804336e-01 3.56438393e-01 1.06731489e-01\n", - " -4.25066285e-01 9.36440234e-02 -6.98003213e-02 3.40439119e-01\n", - " 3.14327615e-01 3.00325407e-01 4.22692581e-01 6.03272211e-01\n", - " 1.57647809e-01 5.02121535e-01 -2.01095914e-01 8.40372094e-01\n", - " -3.23188540e-01 -2.35246317e-01 4.31996363e-02 1.78419055e-01\n", - " -9.02654612e-02 4.48491877e-01 -6.30123230e-01 7.56327325e-02\n", - " 2.12267692e-01 -3.07815238e-01 1.33461311e-01 -6.62422858e-02\n", - " 4.32658956e-01 -1.57984491e-02 -3.41148521e-01 -1.99010071e-01\n", - " -1.30175949e-01 3.51279317e-01 4.10182259e-01 2.77223315e-01\n", - " -1.67735418e-01 -1.52754002e-01 -5.22153140e-02 2.32908387e-01\n", - " 7.17048986e-01 2.72885945e-01 -1.84773198e-02 9.16554208e-02\n", - " -2.20830925e-01 2.14638641e-01 -6.36800479e-02 -2.34859491e-02\n", - " 4.04769090e-01 -1.02732413e-01 3.82163311e-01 -1.64864311e-01\n", - " -1.27866428e-01 6.65663040e-01 1.76470029e-01 -2.81442735e-01\n", - " 4.00245135e-01 -1.97075151e-01 -1.20061759e-01 2.81247016e-01\n", - " -6.09409152e-02 -1.05439804e-01 1.24572469e-03 -5.59892584e-02\n", - " 3.07950478e-01 3.92617839e-01 -3.77815048e-01 -2.21155175e-01\n", - " -2.95938197e-01 2.58217971e-02 -1.60617174e-01 -3.13931557e-01\n", - " -3.62641573e-01 -2.02201773e-01 -3.45567014e-01 -5.23003024e-01\n", - " 2.83013428e-01 2.83680560e-02 -3.86246385e-01 -4.69363182e-01\n", - " -3.80700051e-01 -2.12971778e-01 4.11449933e-01 9.57758052e-02\n", - " 8.61852050e-01 3.67002364e-01 -3.20482692e-01 -3.85246843e-02\n", - " 3.23961581e-01 7.04565645e-01 4.17447590e-02 1.28378413e-01\n", - " -1.92777819e-01 4.24258486e-02 1.09392835e-01 -1.14493432e-01\n", - " -2.62988325e-01 -3.61593529e-04 1.65948077e-01 1.68806790e-01\n", - " -1.49755939e-01 -2.86744373e-01 7.97544515e-02 -4.91776882e-01\n", - " 1.57058270e-01 -4.41529475e-01 7.04925069e-02 -2.27649865e-01\n", - " -1.16084144e-01 -2.81616061e-01 1.48257957e-02 1.91344412e-01\n", - " -9.00267161e-02 4.69245294e-01 4.60795587e-01 -9.95132559e-01\n", - " 1.91084844e-01 -6.41422989e-02 1.33753496e-01 2.67101982e-01\n", - " 3.25838351e-01 5.02530914e-01 -3.04930835e-01 -1.84348907e-01\n", - " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 -4.51415701e-01\n", - " 6.43455376e-01 8.92077520e-01 3.78667492e-01 1.34675543e-01\n", - " -2.24836948e-02 1.67849483e-02 1.55484592e-01 1.41128276e-01\n", - " -2.03712562e-02 -7.21439017e-01 -2.16277538e-01 -2.75980181e-01\n", - " -3.55998451e-01 6.10233813e-02 -2.59072011e-01 3.23551838e-01\n", - " -4.34819196e-01 7.17944431e-01 1.44231623e-01 -3.94913573e-01\n", - " -8.65470356e-02 -5.55669111e-01 1.77551073e-01 4.51919328e-01\n", - " 2.56864166e-01 -3.83640502e-01 5.03447246e-01 -1.84705919e-01\n", - " -3.60317725e-02 -4.45667010e-01 3.16429235e-01 -1.08560764e-01\n", - " 2.37750321e-01 -4.02255918e-02 1.29394222e-03 1.48154665e-01\n", - " 3.28914503e-01 -2.64538883e-01 3.89001426e-01 7.34728491e-02\n", - " 1.63128644e-01 2.52518405e-01 -1.90722214e-01 1.72409837e-01\n", - " -4.84496332e-01 -6.85477067e-01 -7.59474616e-02 -1.09528112e-01\n", - " -4.76295591e-01 2.85965345e-02 -1.73194586e-01 4.93635758e-02\n", - " 5.84547369e-01 1.87145185e-01 5.07569956e-02 -4.41565648e-02\n", - " 7.42410418e-01 -9.34381928e-02 1.11784473e-01 6.40624707e-02\n", - " -2.16191439e-01 7.25335713e-02 1.05882320e-01 1.50964811e-01\n", - " -1.91715449e-01 -2.21760215e-01 -2.38011883e-01 -3.29796741e-01\n", - " 4.68858158e-01 1.82142126e-01 -4.58948597e-01 1.40518883e-01\n", - " 3.45958654e-01 2.76733216e-02 3.78272541e-01 -3.66702231e-01\n", - " -3.45733571e-01 3.14235245e-01 -6.44813568e-01 3.13887020e-01\n", - " 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1.28148378e-01 1.48273071e-01 1.12951778e-01\n", - " -7.63012630e-02 -1.12353225e-01 6.23454460e-01 2.68454749e-01\n", - " 6.12457604e-02 -2.90312338e-01 -2.65204358e-01 5.21016153e-01\n", - " -3.37248556e-01 5.26928597e-01 7.33826792e-02 2.53301935e-01\n", - " 2.01276780e-01 -2.60068677e-01 -2.55441931e-02 1.13705916e-01\n", - " 3.39973742e-01 3.26544604e-01 6.98013652e-01 9.57337068e-02\n", - " -1.96723565e-01 1.77497572e-01 6.30646998e-01 3.34220459e-02\n", - " -6.16361464e-01 -3.60828235e-01 9.15846994e-02 -2.16997095e-01\n", - " 4.79239337e-01 6.02805029e-02 -1.78062594e-01 8.83939594e-01\n", - " -5.62649383e-03 -1.90147348e-01 -6.22845711e-03 1.81426154e-01\n", - " -5.09076462e-01 -3.26504306e-02 -3.73505888e-01 1.53897684e-01\n", - " -1.06749021e-01 3.52395139e-01 1.12395634e-01 -4.52290653e-01\n", - " -1.57005018e-01 3.16444946e-01 2.10348385e-01 -1.29731912e-01\n", - " 1.72774737e-01 4.21171761e-01 1.32641671e-01 2.10704056e-01\n", - " 3.58662307e-01 4.97270897e-01 1.30694624e-01 -1.52654105e-01\n", - " -1.95519326e-01 5.77082875e-01 5.10005100e-01 1.53097004e-01\n", - " 6.04787497e-02 -8.62305414e-02 4.24219394e-01 3.33307663e-01\n", - " 1.18114939e-01 6.13826435e-01 -1.19190672e-01 1.19765360e-01\n", - " 1.82657334e-01 -1.64177369e-01 3.42579961e-01 2.79693380e-02\n", - " 4.30041106e-01 -2.00754053e-01 -2.83577198e-01 4.19931660e-01\n", - " 1.85581878e-01 8.81828990e-01 -1.03827687e-01 -6.96006321e-02\n", - " 5.58614541e-01 -1.92992731e-01 -1.63170751e-01 -9.28408659e-02\n", - " -3.48552400e-02 -4.26747605e-01 4.58676166e-01 2.73779905e-01\n", - " 3.26465671e-01 5.65702395e-01 2.09718596e-01 3.64146983e-01\n", - " -3.76228066e-01 4.32664481e-03 1.26308806e-01 1.46442039e-01\n", - " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 1.21635446e-01\n", - " -3.03953974e-01 -3.99959162e-02 -6.35618152e-02 9.76940697e-02\n", - " 4.03769617e-01 6.40653189e-01 -2.79839529e-01 5.60052860e-01\n", - " -9.15486862e-02 2.88833893e-01 -3.31258128e-02 -1.39830638e-01\n", - " 2.20649190e-01 4.53173098e-02 3.66651187e-01 -5.93483633e-01\n", - " -7.98640823e-02 4.42927244e-01 -1.28373875e-01 4.20834992e-01\n", - " 2.30519585e-01 1.41631569e-01 2.38740218e-01 -4.03073904e-01\n", - " 2.38504962e-01 -3.86668319e-02 -2.96972464e-01 4.45004595e-01\n", - " 3.75628555e-01 -4.57312676e-01 1.64928114e-01 -5.82286397e-01\n", - " 8.02178306e-01 -5.00183940e-01 -2.48979505e-01 2.82710553e-01\n", - " 1.35235637e-01 -5.48880900e-01 -2.00139891e-02 -2.14194880e-01\n", - " 2.17586759e-01 -1.65563804e-01 3.74674106e-01 -4.97832003e-01\n", - " 7.85697628e-02 -1.69908104e-01 -2.48564017e-01 -2.86917179e-01\n", - " -2.18130086e-01 -1.12520669e-01 -2.65171252e-01 4.02800011e-01\n", - " 4.27478305e-01 -3.00967283e-01 -8.53949853e-02 -3.27979672e-01\n", - " 5.04435355e-01 4.86011804e-01 -2.22472349e-01 3.08020483e-01\n", - " 2.89966859e-01 -6.28608058e-02 3.03264546e-02 4.90054904e-01\n", - " 1.06658993e-01 2.33794670e-01 -4.06065301e-01 -3.64765937e-01\n", - " -2.98016730e-01 -3.37904186e-01 3.78257500e-01 3.68821088e-01\n", - " 1.27140838e-01 2.88691176e-01 5.36294966e-01 -7.24772123e-02\n", - " 4.31282802e-02 -7.13623093e-02 -2.41665116e-01 7.56187433e-02\n", - " 4.02971997e-01 5.89970929e-01 1.58522560e-01 -7.34435429e-02\n", - " -3.40162474e-01 -3.90029088e-02 -3.89026477e-02 -3.45806406e-01\n", - " -1.81013938e-01 1.20839908e-01 8.41350704e-02 4.69103570e-03\n", - " 5.51888705e-01 3.17256583e-01 2.34881948e-01 2.45479109e-01\n", - " -4.25617434e-01 2.79994447e-01 -1.01110578e-01 -1.15281670e-01\n", - " 3.27655680e-02 -2.60009488e-01 1.69975425e-01 -5.23176294e-02\n", - " 2.41635690e-01 5.26033223e-01 -2.82366771e-01 1.53788678e-02\n", - " -1.71221938e-01 2.09977810e-02 -1.21703341e-01 -2.44386944e-01\n", - " -1.86967666e-01 4.91194154e-02 2.67296366e-01 4.05096796e-01\n", - " -2.88306372e-01 1.58132581e-01 -2.71979857e-01 -7.77341820e-02\n", - " 3.46412175e-01 -7.31533291e-01 -2.06746701e-01 2.93197414e-01\n", - " -6.13617126e-01 -1.11955514e+00 -2.20728116e-01 -3.02056917e-01\n", - " -9.28296098e-02 -7.28960324e-02 -1.38482584e-01 -5.52040972e-01\n", - " 3.17851325e-03 6.39255623e-01 7.05876209e-01 1.26001441e-01\n", - " -1.04908896e-02 1.00788115e-01 3.48352080e-01 2.94070682e-01\n", - " 1.57748362e-02 5.74285297e-02 -4.04799042e-01 -5.49202381e-02\n", - " -4.72703665e-01 3.17656308e-02 -6.15193881e-01 3.31596837e-01\n", - " -2.27210984e-01 -9.40579929e-03]\n", "Found 514 total galaxies in catalog for cluster 59302\n", - "[-0.7030548 -0.2986062 0.09355411 0.0689814 0.60669639 -0.01550789\n", - " -0.14614869 0.27459747 -0.97496748 0.22664667 0.20665064 -0.19934954\n", - " -0.1086906 0.28415875 -0.60693122 -0.26700043 0.39975389 -0.08099926\n", - " -0.26647362 -0.12622183 -0.40506115 -0.30215194 -0.52266851 -0.18757567\n", - " 0.23806617 0.27752927 0.3776747 0.48122174 -0.3404986 -0.19415891\n", - " 0.01489878 -0.04363727 -0.30838742 -0.28738742 0.24023964 -0.10309753\n", - " -0.7559602 -0.07933411 0.85252308 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-0.61638529 -0.13664081 -0.21968719\n", - " 0.12911278 -0.07429038 -0.0996342 0.0089184 0.79708566 0.22352046\n", - " -0.06800888 -0.5031641 0.42173035 -0.09954179 0.05783888 0.20449139\n", - " -0.06275295 -0.01737246 -0.13441127 -0.42624492 0.40878183 0.17816298\n", - " -0.59018023 0.00332248 -0.05265709 -0.00638788 0.30820818 -0.33900044\n", - " 0.33941315 0.36769866 0.02101731 -0.07320512 0.0105963 0.31622004\n", - " 0.31823153 -0.15866534 -0.11144083 -0.28665125 -0.26362738 -0.42295375\n", - " 0.34553862 0.57098034 -0.05633348 0.02369362 0.1739338 -0.27525552\n", - " 0.12538579 0.449764 -0.55895513 0.06274196 -0.07408034 0.00206934\n", - " -0.2232127 -0.24671479 0.20660264 0.41623246 -0.71283104 -0.33223808\n", - " -0.13506834 -0.36030836 -0.09038704 0.47563459 0.00743442 0.24916695\n", - " 0.28785238 -0.25828662 0.12540593 -0.57230805 0.08829456 0.29437735\n", - " 0.00521472 -0.09971871 -0.36513035 0.57654927 0.52602136 -0.03275276\n", - " 0.17764793 -0.12380013 -0.24961409 -0.08062807 0.13297211 -0.18790088\n", - " 0.15100134 0.05093718 -0.24053852 0.20661209 -0.40599494 -0.23845091\n", - " 0.03097259 -0.0461534 -0.51271033 -0.10715767 -0.5450986 0.39353552\n", - " -0.80693118 0.0973963 -0.2489656 -0.08068194 0.31418108 0.08919813\n", - " 0.08968261 -0.08447529 -0.10888829 -0.19196005 0.20718918 -0.13036097\n", - " 0.05919465 0.19814096 0.63712402 0.38662526 0.07135281 -0.09733946\n", - " 0.21768126 -0.00738029 0.26770758 -0.04257858 0.64934433 0.6012541\n", - " 0.34193981 0.22159095 0.22760763 -0.52321125 -0.04816206 0.54969506\n", - " -0.22052851 0.15482333 -0.10586041 -0.22419676 0.38532588 0.33503145\n", - " -0.24407898 0.09987012 0.66201625 0.06799898 -0.3175067 0.18451241\n", - " 0.38248772 -0.08040749 -0.38046399 -0.6625084 -0.55454228 -0.64649552\n", - " 0.13287805 0.13431635 0.25907102 -0.02901425 -0.21811736 0.4332871\n", - " -0.10841417 -0.36082228 -0.30657611 -0.03256143 0.56831397 0.02105735\n", - " -0.48431863 -0.17336334 0.44250774 0.39373369 0.24748163 0.70702928\n", - " 0.2749094 -0.5873423 -0.20379784 0.2853825 ]\n", "Found 1152 total galaxies in catalog for cluster 53335\n", - "[ 0.80603861 -0.39028287 -0.28387045 ... 0.36299839 -0.38182703\n", - " 0.03097582]\n", "Found 609 total galaxies in catalog for cluster 23919\n", - "[-1.15596334e-01 5.86417923e-01 -4.25880081e-01 2.36145276e-01\n", - " -4.39376251e-01 -6.12956095e-01 -6.71305928e-02 8.32752933e-01\n", - " -2.01535449e-01 -4.72506227e-01 2.07795873e-01 -2.48274015e-01\n", - " -1.02309719e-01 -3.35650913e-01 3.88440892e-01 3.65146553e-02\n", - " -1.09602604e-02 -5.18798175e-02 -5.69654214e-02 -1.62681824e-02\n", - " 1.89726685e-01 1.23962530e-01 -6.75746032e-01 -1.52811573e-01\n", - " 7.21774573e-02 -3.13762628e-02 -1.61195806e-01 -1.54225043e-02\n", - " 1.15670461e-01 -1.57178928e-02 -6.33323358e-01 1.36179996e-01\n", - " -7.57006234e-02 1.46887495e-01 -3.37804745e-03 -2.64166849e-01\n", - " 3.13410183e-01 -1.60001193e-01 -2.71328281e-01 -3.23322613e-01\n", - " 1.66791507e-01 4.20276092e-01 -3.68259199e-02 -7.16161706e-02\n", - " 2.48811776e-01 4.81938682e-01 5.56770874e-01 -1.36737438e-01\n", - " -1.96253751e-01 1.81623759e-01 -5.28565550e-01 1.11608259e-01\n", - " 4.19400930e-03 -5.75313401e-02 2.94088672e-01 2.16073870e-01\n", - " 2.35166377e-01 -1.59748476e-01 2.29269943e-01 4.35945418e-01\n", - " -3.87489234e-02 5.05071308e-01 -1.68425528e-01 -6.12454263e-01\n", - " -3.65592277e-01 3.56916669e-01 1.25479790e-01 -1.31309799e-01\n", - " 6.04980332e-01 -7.55304716e-03 -1.17379005e-01 -3.08878333e-02\n", - " 3.69458493e-01 5.94660225e-01 8.17368129e-01 -1.45899228e-01\n", - " -3.29638622e-02 2.70459812e-01 -1.70831223e-01 3.82456215e-01\n", - " 5.79053374e-01 -7.74406891e-02 -1.68114760e-01 3.10517446e-01\n", - " -2.45367590e-01 1.75631556e-01 -5.35468122e-01 -1.95296609e-01\n", - " 2.28342366e-01 3.26085997e-01 -5.18824287e-01 1.92212097e-01\n", - " -4.54567885e-01 5.47965345e-01 1.59302288e-01 2.65845851e-01\n", - " -1.72767117e-01 -1.78765006e-01 3.67029506e-01 -3.30513904e-02\n", - " -2.99383056e-01 1.53637770e-01 2.46663742e-01 -2.60590494e-01\n", - " -4.01941125e-01 5.36348488e-02 -4.20647941e-01 2.79612256e-01\n", - " 2.58462918e-01 3.15882501e-01 3.15035425e-01 -1.22012888e-01\n", - " -2.33012324e-01 6.64215183e-02 -5.24317978e-02 1.15324015e-01\n", - " 4.28579655e-02 1.96916385e-01 -2.34622894e-01 -2.75189344e-01\n", - " 1.71534196e-02 4.82244366e-01 3.54773284e-01 -9.41625993e-02\n", - " 1.54988957e-02 -4.22059309e-01 3.12474977e-01 2.56409519e-01\n", - " -1.18498408e-01 -3.13606011e-01 -2.87374295e-01 2.35281620e-01\n", - " 1.92874012e-01 2.24077974e-01 -9.52130603e-02 -2.65927956e-01\n", - " 9.94817131e-02 -3.01830058e-01 -1.73862770e-01 2.00617689e-01\n", - " 3.32951138e-01 1.59344977e-02 2.52465647e-01 1.64824138e-01\n", - " -1.24552054e-01 -1.73631241e-01 -1.26249950e-01 5.78715498e-01\n", - " 2.67549626e-02 3.49570177e-02 1.32677271e-01 7.74572264e-03\n", - " -1.50116146e-01 9.00034828e-01 -2.56699807e-01 3.30465889e-01\n", - " 4.64697158e-02 -4.13218218e-01 4.00529743e-02 1.98468032e-01\n", - " 3.04572206e-01 2.68804549e-01 4.50388106e-02 -2.44433433e-01\n", - " -1.17080397e-01 5.53682403e-02 -2.45473265e-02 1.13495614e-01\n", - " 2.64626242e-01 3.43603342e-01 -1.51786488e-01 9.80229413e-02\n", - " -4.15352336e-01 -2.79347418e-01 -2.48134509e-01 -6.28031178e-02\n", - " -3.50907197e-01 -1.03808900e-01 3.08945141e-01 -1.74072329e-01\n", - " 3.33512413e-02 -7.88944866e-02 -4.24307259e-01 -1.35757201e-01\n", - " -2.22791435e-01 6.21518371e-01 1.40406245e-01 -2.03762197e-01\n", - " -3.91787394e-01 -6.97432594e-02 1.37340968e-01 -2.17755256e-01\n", - " -1.21459452e-01 -3.92823111e-01 -4.61689923e-01 3.92933659e-02\n", - " 2.03287055e-01 -1.20232787e-01 -7.94505385e-02 4.01154167e-01\n", - " -4.39135468e-01 4.47885039e-01 -3.57310816e-01 2.26317172e-01\n", - " 1.75088360e-01 -1.68727050e-01 -2.08857928e-01 3.64000860e-01\n", - " 6.91172402e-02 -2.91796566e-02 2.06963100e-01 -5.54628343e-03\n", - " -8.25114591e-02 2.48007382e-01 6.31771484e-01 2.45124574e-01\n", - " 6.92384430e-02 6.02990286e-01 9.21688088e-01 1.24767515e-01\n", - " 1.60587661e-02 2.48874358e-01 -5.24623585e-02 -3.79316271e-02\n", - " 2.32757901e-01 5.76133977e-01 -3.88070862e-01 -6.03382509e-01\n", - " 6.42285476e-01 1.63319005e-01 -3.33027652e-01 3.18193680e-01\n", - " 2.46994691e-01 5.77947447e-01 7.69983995e-02 -6.48547773e-01\n", - " -1.18197618e-01 -7.47951678e-01 8.25584017e-02 -6.89895857e-01\n", - " -1.52931140e-01 -3.98006721e-01 -2.86881982e-01 2.33302423e-01\n", - " 3.42831172e-01 3.25593458e-01 1.96661744e-02 8.95964103e-02\n", - " 3.74964308e-01 3.26745056e-02 3.55160914e-01 -3.62685432e-02\n", - " 6.68952078e-01 2.08490816e-02 -3.61023394e-01 -1.66038006e-01\n", - " 2.04518832e-02 3.89591701e-02 -1.33024635e-01 8.40440629e-02\n", - " -1.22093591e-01 7.58033539e-02 -5.41946462e-01 -1.05378565e-01\n", - " 2.32071842e-01 -3.30094049e-01 1.66023714e-01 -1.45283223e-01\n", - " -3.66898012e-02 8.81469451e-02 2.69214130e-02 -2.27177380e-01\n", - " 2.93121549e-01 -3.88928727e-01 3.16910594e-02 -3.78509252e-01\n", - " -1.68586822e-01 -9.69729292e-01 4.06384555e-01 -2.03385032e-01\n", - " -6.99061350e-01 3.49857941e-01 -1.67579932e-01 -1.16554568e+00\n", - " -3.66571496e-01 -4.33014896e-01 5.69639996e-01 6.29728667e-01\n", - " -2.76877084e-02 7.29473610e-01 9.84049037e-02 -3.50038496e-01\n", - " -8.35100009e-03 3.79362927e-01 -2.99419324e-02 4.42441707e-01\n", - " 1.49164735e-01 7.28598948e-02 -3.30867492e-01 1.06679907e-01\n", - " 2.89288652e-01 5.09992531e-01 1.64356838e-01 4.36750969e-01\n", - " -2.74486443e-02 3.03388427e-01 6.27755936e-02 2.36834235e-01\n", - " -6.96680645e-01 1.63910101e-01 -4.21729130e-01 4.03656087e-01\n", - " 4.19161857e-01 1.05918437e-02 2.75383855e-01 3.68161082e-01\n", - " 1.52625413e-01 3.02008215e-01 1.07612634e-01 -1.31501757e-02\n", - " -2.68419576e-02 4.22170964e-01 -1.46286846e-01 4.37093447e-01\n", - " 1.27437078e-01 -1.25965421e-01 1.14805856e-02 3.46672258e-01\n", - " -2.59402907e-01 -2.05493291e-01 -6.56011671e-01 -1.35114518e-01\n", - " 1.34812317e-02 3.83893007e-02 -1.88631327e-01 -1.61252790e-01\n", - " 1.55005419e-01 -2.49332830e-02 -2.04112444e-01 -3.93785454e-02\n", - " -3.23546190e-01 6.24449557e-02 5.06304188e-01 2.67226367e-01\n", - " -7.24221203e-01 -2.37928194e-01 2.82110517e-01 1.51849298e-02\n", - " 2.45899182e-02 2.54109827e-01 1.73808031e-02 -1.72132584e-01\n", - " -6.58498985e-01 1.03903982e-01 -7.53878167e-02 -1.80075373e-01\n", - " 1.32224365e-01 2.75849667e-01 1.12380291e-02 1.11224924e-01\n", - " 3.07010764e-01 4.56391882e-01 9.22793405e-02 1.20741482e-02\n", - " 6.04389329e-01 -1.03386157e+00 -1.25087812e-01 -1.15591388e-01\n", - " -2.24514746e-01 -3.04897270e-01 -6.07051520e-02 -3.08447972e-01\n", - " 3.76624023e-01 1.20043118e-02 1.63776344e-01 2.96611027e-01\n", - " -2.28346478e-01 -7.49155768e-02 -3.55550660e-02 -3.24403158e-01\n", - " -2.51362134e-02 -1.70308547e-01 -1.43357769e-01 7.43466139e-02\n", - " 4.38558221e-01 3.53907751e-01 3.01433419e-01 3.99805505e-01\n", - " -5.48430084e-01 -1.30006596e-01 5.31667476e-01 -4.88542731e-01\n", - " 6.43448507e-01 -1.57727276e-01 3.09232436e-01 -1.77242728e-01\n", - " 1.22082513e-01 7.30577425e-02 -4.64801182e-01 2.96058807e-01\n", - " -2.31188646e-01 4.67592560e-01 -1.90429252e-01 1.52745391e-01\n", - " -2.81468414e-01 4.03134812e-01 1.23167966e-01 -4.11752254e-01\n", - " -2.66645046e-01 1.87030749e-01 -2.70939782e-01 2.06705020e-03\n", - " 2.46427439e-02 2.62277094e-02 -9.86058575e-02 -7.53504091e-01\n", - " 1.45662707e-01 -6.27618927e-01 -1.64849878e-01 -2.98811710e-01\n", - " 6.52901563e-01 4.57042646e-01 -1.56250910e-01 1.96925886e-01\n", - " -3.33327224e-01 -9.26888475e-02 -3.10129373e-01 1.05988875e-02\n", - " -9.50519999e-02 4.34767894e-01 3.59428163e-01 -7.87354615e-01\n", - " 2.22612183e-01 9.17641598e-02 -8.53240620e-03 -2.82481599e-01\n", - " 2.26557062e-01 2.23072757e-01 6.81545274e-01 -1.25563154e-01\n", - " -3.21161719e-01 1.27209707e-01 1.19735031e-01 -5.86235130e-02\n", - " -7.36044260e-02 -4.54158479e-01 -1.91619286e-01 2.59827660e-01\n", - " 1.44540813e-01 -4.56787394e-02 -2.80443879e-02 2.81745167e-01\n", - " -1.45905125e-01 7.53035874e-02 -1.69365571e-01 1.09424709e-01\n", - " 5.36550255e-01 -3.21783896e-01 -1.62908261e-01 1.43156015e-01\n", - " -1.82311190e-01 2.82755235e-01 2.86013310e-01 -6.55614570e-01\n", - " -5.65288681e-01 4.65497524e-01 -1.74354025e-01 -2.78584594e-01\n", - " 4.49908855e-01 2.17767528e-01 -4.10618300e-01 7.96879809e-01\n", - " 1.14372239e-01 -2.70693358e-03 -2.81112112e-01 1.28449703e-01\n", - " 6.97400094e-02 3.60926692e-02 -2.55932612e-01 -2.36620936e-01\n", - " 2.35294806e-01 1.51116241e-02 2.98061824e-01 -9.23371370e-01\n", - " 4.28734196e-01 4.98589710e-01 -1.58000279e-01 -2.79184952e-01\n", - " 2.20569439e-01 -6.70565678e-02 2.77529385e-02 3.76495475e-01\n", - " -4.46017923e-02 -1.32320106e-01 -2.20180493e-01 1.79935789e-01\n", - " 3.11351552e-01 2.74402473e-02 -2.29678385e-01 5.50358123e-03\n", - " 2.61196816e-01 -4.69756762e-01 -1.75334610e-01 -2.13255002e-01\n", - " 6.89028586e-02 5.13364819e-01 1.65377955e-01 -7.63189555e-03\n", - " -5.05683936e-02 -4.99286598e-01 1.22111123e-01 -1.57093841e-01\n", - " 3.43981973e-01 -2.49822127e-01 -6.17750571e-01 2.15225425e-01\n", - " 4.89675733e-01 3.36380844e-01 2.53218899e-01 3.27104720e-01\n", - " -3.73052359e-01 4.18838857e-02 -3.26093510e-01 2.98932535e-01\n", - " 1.32237610e-01 -6.91285446e-01 -3.52370699e-01 -2.53755110e-01\n", - " 3.07805128e-01 2.69001871e-01 -5.11147349e-01 -5.09107018e-01\n", - " -2.93222945e-01 -1.76199255e-01 2.17827931e-01 4.51695199e-02\n", - " 1.00878477e-01 1.68763181e-01 4.79176616e-01 -5.21598362e-01\n", - " -4.22880154e-01 -3.60985840e-02 -3.19118683e-02 -6.36025654e-01\n", - " 3.50316968e-01 2.53611152e-01 2.82788655e-01 3.70194993e-01\n", - " 2.08444555e-01 3.93250606e-01 -2.55947696e-01 -1.59025662e-01\n", - " 2.20679446e-01 3.11629596e-01 1.86285855e-02 4.53126990e-01\n", - " 5.31726933e-01 3.47375325e-01 -1.88078563e-01 -4.13946629e-01\n", - " 5.81888540e-01 -8.45006907e-02 -3.07036288e-02 -9.50360018e-02\n", - " 2.02851041e-01 -2.14072949e-01 3.89271492e-01 4.86958991e-02\n", - " 5.60708245e-01 -9.07633920e-05 -5.50044156e-01 -4.31455726e-02\n", - " 1.89339860e-02 -1.69481030e-01 3.43171003e-02 5.84377226e-01\n", - " -2.38208859e-01 -5.95323107e-02 7.99670228e-02 -1.77986489e-01\n", - " -2.55602804e-01 -2.73939472e-01 2.21198307e-01 -2.96216061e-01\n", - " -2.09332280e-01 2.35275098e-01 1.10862956e-01 -5.40816916e-01\n", - " 3.03389868e-01 1.66326767e-01 1.94661411e-01 1.17315373e-01\n", - " -3.46810234e-01 -4.54448506e-02 -3.88206836e-02 -1.67631299e-01\n", - " -3.36132725e-02 3.88070300e-01 -1.82569561e-02 -2.58134995e-01\n", - " 8.44571821e-02 2.25543321e-01 -1.53290143e-01 -2.31306765e-01\n", - " 1.17463708e-01 4.07263881e-01 2.42066903e-01 -3.20678611e-01\n", - " -5.94705318e-02]\n", "Found 3765 total galaxies in catalog for cluster 16567\n", - "[-0.1675814 -0.27338587 -0.1100138 ... -0.06819804 0.0441848\n", - " -0.23963409]\n", "Found 2588 total galaxies in catalog for cluster 41321\n", - "[ 0.22415221 0.152474 0.25868994 ... -0.05783813 -0.10618633\n", - " 0.02656581]\n", "Found 558 total galaxies in catalog for cluster 52141\n", - "[ 2.52467599e-01 1.06414601e-01 -2.87964206e-01 2.79906323e-01\n", - " 7.07002177e-03 2.33084233e-01 -1.43469351e-01 1.76573584e-01\n", - " -7.62741536e-01 -2.59476169e-01 -2.11709354e-01 -4.39894207e-02\n", - " 2.34065474e-01 3.99955541e-01 1.92101310e-02 7.00903075e-02\n", - " 3.27113408e-01 6.79246007e-01 -3.22713060e-01 5.06073131e-01\n", - " -2.14312395e-01 1.88405183e-01 6.37873690e-01 -1.30884814e-01\n", - " -3.68541339e-01 -6.75392550e-02 6.30962302e-02 -5.42930168e-01\n", - " -2.21069961e-01 1.45877827e-01 -3.18527251e-01 -4.23545227e-01\n", - " -1.08344472e-01 4.81011634e-01 3.15941106e-01 -2.39124296e-01\n", - " -2.60443169e-02 6.23049924e-01 -3.41942925e-01 6.75762328e-02\n", - " 3.17508735e-01 1.73416509e-01 8.98246874e-03 1.97043978e-01\n", - " 2.70841012e-01 4.03515173e-01 2.69208860e-02 5.06164927e-01\n", - " 4.22286302e-01 -4.47950607e-01 4.02372963e-01 1.04814307e-01\n", - " 1.05671753e-01 -5.08023728e-01 -1.19670979e-01 -4.95713988e-01\n", - " -2.92333268e-02 -1.96740064e-01 -1.72736837e-01 -4.01079839e-01\n", - " 2.72165692e-01 -3.49125007e-01 3.03695499e-01 4.99861811e-01\n", - " 6.61091357e-01 4.10252816e-01 3.04229787e-02 7.83777238e-01\n", - " -1.68025288e-01 -4.45785829e-04 3.44253346e-01 -4.36627282e-01\n", - " 4.06504364e-01 5.58541331e-02 1.27670392e-01 -4.58075197e-01\n", - " -7.36346918e-02 2.28174396e-01 -2.51273604e-01 -2.14051223e-01\n", - " -2.81271204e-02 1.36142626e-01 6.21110301e-02 -4.17701106e-01\n", - " -6.70859943e-01 -3.95838471e-01 -3.55548755e-01 2.42555342e-01\n", - " -4.51274492e-01 -3.26156510e-01 -1.74382992e-01 3.19772616e-01\n", - " -1.71853424e-01 3.69741594e-01 4.48260320e-01 2.92249991e-01\n", - " 2.08966993e-01 -1.27028138e-01 1.47276121e-01 2.88562623e-01\n", - " -9.39805617e-02 -2.57508355e-01 -2.49765184e-02 2.81429573e-01\n", - " -5.04443253e-01 3.22468786e-02 -1.20213714e-01 -2.63442782e-01\n", - " 3.90996537e-02 1.86093722e-01 -2.70253694e-01 -3.24868357e-01\n", - " -5.65610526e-01 -1.04999809e-01 -7.18614632e-02 1.60088601e-01\n", - " 1.72126418e-01 2.54974970e-01 -2.57830141e-01 3.06238952e-01\n", - " 2.46850353e-01 -4.05759401e-01 -5.06504829e-01 3.21466387e-01\n", - " -5.38321994e-01 -2.14204335e-01 -3.44532398e-01 -8.45532610e-01\n", - " -5.74136862e-02 7.52261888e-01 1.46993891e-01 4.39272836e-01\n", - " 3.83418215e-02 2.21435828e-01 -2.50535079e-01 -2.23114084e-01\n", - " -5.42957488e-02 4.48273843e-03 -5.20812239e-02 2.89346274e-01\n", - " -2.81176499e-01 2.36843213e-01 5.80632274e-02 2.63893352e-01\n", - " 2.13289049e-01 -2.12644042e-01 3.83666464e-01 8.43150265e-02\n", - " -7.81390120e-02 -2.15053479e-01 -1.77599652e-02 3.56467827e-01\n", - " -3.68136933e-01 -7.03601685e-02 -1.61948856e-01 -5.25949364e-02\n", - " 2.12041076e-01 4.60290106e-02 2.32956230e-01 -3.07137468e-01\n", - " -2.07118346e-01 -5.91419841e-01 3.67746179e-01 6.41436508e-01\n", - " 2.69599338e-01 7.63905458e-01 -4.20281201e-01 9.44870256e-03\n", - " 6.01530416e-01 -5.93219403e-02 -2.17125700e-01 1.35783029e-01\n", - " -8.93230406e-02 -1.80012822e-01 -2.65218337e-01 1.88610071e-01\n", - " 4.35727281e-01 -2.37337275e-01 -5.43141975e-05 -6.29284498e-01\n", - " -6.16965665e-02 4.70037613e-01 2.90838111e-01 -7.07203418e-02\n", - " -1.65197997e-02 2.32431636e-01 -2.59173134e-01 -4.75228539e-01\n", - " 4.10994596e-01 4.54437776e-01 -4.84688226e-02 2.55751180e-01\n", - " 1.13073583e-01 2.97365063e-01 -3.21251547e-01 -1.49166815e-01\n", - " 2.59918226e-01 2.66794776e-01 -7.53377817e-02 -1.44669168e-01\n", - " -1.77192423e-01 2.91581263e-01 -8.81725085e-04 2.91327257e-01\n", - " -1.06196392e-02 -6.49560716e-02 -1.40637158e-01 1.51580103e-01\n", - " 1.00477603e-01 -1.11294362e-01 4.08067575e-01 -4.79902598e-01\n", - " -5.32804466e-01 3.20164781e-01 -3.29108327e-01 1.72443252e-01\n", - " -1.26798076e-01 6.66291046e-02 -5.09190666e-01 3.37617138e-01\n", - " 2.10275109e-01 -4.44383785e-01 1.13373106e-01 -1.72347369e-01\n", - " -3.20640018e-01 -3.07277145e-01 -8.08659138e-03 -4.39120922e-02\n", - " -3.59081903e-01 5.41263940e-01 1.09294953e-01 -2.24767777e-01\n", - " -2.74104920e-01 -4.90907508e-01 3.15899278e-01 1.68199478e-01\n", - " 4.25376954e-01 -1.69133381e-01 1.26618447e-01 -4.12192081e-01\n", - " -5.15084398e-02 -2.74536077e-01 -1.41819760e-01 5.33813975e-01\n", - " 1.99366444e-01 2.27249070e-01 4.79397054e-01 5.89844484e-05\n", - " 3.69576867e-02 -2.80343072e-01 4.04987601e-01 -1.92630740e-01\n", - " -3.25934006e-02 -3.60694621e-02 -9.15579191e-03 2.03596589e-01\n", - " 2.21979030e-01 -1.72218659e-01 -1.71294601e-01 2.01169475e-01\n", - " 2.51860343e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", - " -2.59791974e-01 2.44491648e-01 -6.15047486e-01 2.32536039e-01\n", - " -2.22251264e-01 -2.75015978e-01 4.24332834e-02 6.93559676e-02\n", - " -3.14343380e-01 -3.17186023e-01 3.66805243e-01 4.35436847e-01\n", - " 3.64999399e-01 5.21674957e-01 -1.09780796e-01 6.89130287e-02\n", - " 1.71711468e-01 2.84271190e-01 -2.61131575e-01 -1.85419220e-01\n", - " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", - " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", - " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 1.18880604e-01\n", - " 4.07569854e-01 -6.81787137e-01 1.51448017e-01 1.92799165e-01\n", - " -5.36218516e-02 3.94301712e-02 -3.65260741e-02 1.51585816e-02\n", - " 2.47051692e-01 1.57805245e-01 8.69978425e-01 1.50474125e-01\n", - " 4.47281140e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", - " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", - " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", - " 2.85040776e-01 3.61266601e-01 2.66090586e-01 8.34683104e-03\n", - " -3.63512642e-01 5.53708965e-01 -2.58505495e-01 8.81540401e-02\n", - " -5.42109493e-01 4.12258734e-01 3.14216105e-01 5.12472600e-01\n", - " 1.30278866e-01 -3.49224746e-01 2.50176959e-01 1.26971845e-01\n", - " -4.68310967e-01 1.24310377e-01 8.30235627e-02 2.55160227e-01\n", - " 3.91974675e-01 6.60360475e-02 2.13747953e-01 -3.99561572e-01\n", - " -6.92255788e-01 -1.63728374e-01 -2.97647517e-01 2.47068833e-01\n", - " 3.03471616e-01 -2.64852749e-01 8.85174463e-02 1.45715178e-01\n", - " 3.98430772e-01 4.33591824e-01 4.52333178e-01 -1.48419932e-01\n", - " -2.19191275e-01 3.43360432e-01 -1.31421654e-01 -1.49166803e-01\n", - " -1.92958706e-01 1.15474126e-01 6.01020545e-01 3.18672384e-01\n", - " 1.14239570e-01 -6.82628325e-01 -2.01464524e-02 1.17934940e-01\n", - " 5.20799015e-02 -1.13942098e+00 -5.63030219e-02 -4.18572846e-02\n", - " -1.19843045e-01 3.63728272e-01 -1.32498725e-01 -5.16175287e-01\n", - " -2.08620502e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", - " -4.72948073e-02 -1.10361259e-02 5.30783135e-01 1.55113670e-01\n", - " 1.43326133e-01 -1.71056053e-01 -1.22872076e-01 2.81384844e-02\n", - " -6.17441379e-02 2.07384936e-02 -2.68485521e-01 4.45247850e-01\n", - " -6.19279247e-01 -4.69556275e-01 4.86223519e-01 2.39302038e-01\n", - " 2.33997552e-01 4.45484672e-01 -2.64225472e-01 2.22683996e-01\n", - " 3.83943560e-01 -2.32054052e-02 2.61769392e-01 9.53702369e-02\n", - " 1.15801699e-01 2.62527831e-01 5.33537373e-01 3.36616618e-01\n", - " 3.86966321e-01 5.98052266e-01 -1.44101762e-01 2.10181097e-01\n", - " -2.64781860e-01 -7.28654454e-02 1.45391825e-02 -4.03742133e-01\n", - " -2.84926016e-01 5.93798655e-01 -3.87015998e-01 -4.03771130e-02\n", - " -6.48773592e-01 -1.79526154e-01 -5.57228790e-01 2.79462845e-01\n", - " -3.94914597e-03 -2.63385536e-01 8.29324204e-01 2.37231522e-01\n", - " -3.00912693e-01 -4.20259697e-01 1.54961282e-01 2.32178988e-01\n", - " 5.93353305e-02 -4.80078810e-01 1.07422990e-01 -4.36701546e-01\n", - " 4.13344377e-01 -1.58888932e-01 -3.59229758e-01 1.92005679e-01\n", - " 5.30034150e-01 1.84776971e-01 -6.35698459e-01 -3.47494183e-01\n", - " 5.34225310e-01 2.43435223e-01 -2.83676563e-01 -1.30874481e-01\n", - " 9.46973462e-02 -1.88493048e-02 5.11022267e-02 -2.72804223e-01\n", - " -3.71239525e-01 4.94806703e-02 -8.84129604e-02 3.43759434e-01\n", - " -3.92417402e-01 2.97974353e-01 -1.02761075e-01 -2.38287635e-01\n", - " -1.13685275e-01 -1.27049356e-01 -4.40224282e-01 3.87510820e-01\n", - " -1.68653818e-02 4.49051852e-01 3.09895989e-02 3.85612333e-01\n", - " -5.79324259e-01 -5.60514154e-01 6.66893407e-02 -3.46694500e-01\n", - " 3.60311484e-01 5.01229527e-01 -1.73918874e-01 -2.08270675e-03\n", - " -8.26184074e-01 -3.12989690e-02 -4.43385814e-02 3.86676960e-01\n", - " -5.02726612e-01 7.02721924e-02 2.15791283e-01 8.34947263e-01\n", - " -1.29450525e-01 2.84363258e-01 -1.72157576e-01 -4.75289657e-01\n", - " -3.99899556e-02 2.85052401e-01 4.00064410e-01 2.64690433e-01\n", - " 2.88702001e-01 5.18483573e-01 2.31732992e-01 4.44016533e-04\n", - " -1.12145639e-02 2.82768153e-01 -3.13070992e-01 -2.02829395e-02\n", - " 3.78878204e-01 -4.10482925e-01 -4.90912408e-01 1.88549415e-01\n", - " 8.90452635e-03 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", - " 3.27943543e-01 4.72754813e-01 5.26447239e-02 1.55302029e-01\n", - " 5.27695197e-01 3.45805666e-01 -3.39501383e-01 -3.14519208e-01\n", - " 5.66649855e-01 1.66969524e-01 -5.75334459e-02 -2.96172387e-02\n", - " 2.21192724e-01 -1.84772811e-01 5.22038995e-03 -2.29602658e-01\n", - " 6.60662368e-02 -2.83020146e-02 -2.03033035e-01 -3.73395307e-01\n", - " -6.28760588e-01 -2.38386847e-01 -4.55686541e-03 4.38873624e-01\n", - " -4.75834883e-02 -3.32695498e-01 1.77603802e-01 -1.93081677e-01\n", - " 1.97832726e-01 2.64282618e-01 1.94827335e-01 1.03604566e-01\n", - " -8.12307426e-02 2.64906022e-01 -1.18179006e-01 -2.28505654e-01\n", - " -3.73452490e-01 -3.53983599e-01 1.77091364e-02 2.20917979e-01\n", - " 2.29760530e-01 4.22849655e-01 -9.65144916e-03 -5.04497049e-02\n", - " 3.64099114e-01 2.61015508e-01 1.58992961e-01 -2.43341499e-01\n", - " 1.46488575e-02 4.96634900e-02]\n", "Found 2760 total galaxies in catalog for cluster 52451\n", - "[ 0.051724 0.26272948 -0.05800188 ... -0.24798929 -0.0441815\n", - " 0.10740707]\n", "Found 1560 total galaxies in catalog for cluster 51057\n", - "[-0.42657209 -0.08416496 -0.398256 ... 0.13367647 0.25004617\n", - " 0.40571457]\n", "Found 2515 total galaxies in catalog for cluster 14210\n", - "[ 0.12090656 0.73914921 0.42863059 ... -0.20407521 -0.23694872\n", - " -0.24344883]\n", "Found 2800 total galaxies in catalog for cluster 33410\n", - "[ 0.22385079 0.77667939 0.37042423 ... -0.40452767 -0.14521263\n", - " -0.37206719]\n", "Found 3542 total galaxies in catalog for cluster 78132\n", - "[ 0.08261277 0.61983545 0.10814323 ... 0.08179974 -0.33159586\n", - " -0.26750286]\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", - "Max angle [0.00796266 0.0070066 0.00703107 0.00694641 0.00638728 0.00710992\n", - " 0.0062458 0.00598275 0.00762193 0.00649985 0.01019106 0.00666722\n", - " 0.00827733 0.00830827 0.00595958 0.00602991 0.00812308 0.00988441\n", - " 0.00631283 0.00693694 0.00757433 0.0074113 0.00585012 0.00808668\n", - " 0.00813069 0.00778666 0.008387 0.00947791 0.00667116 0.01232641\n", - " 0.00757009 0.00670381 0.00743282 0.00716324 0.00595889 0.00600657\n", - " 0.01311705 0.00729164 0.00719991 0.00722287 0.01130921 0.00795558\n", - " 0.0072845 0.00624506 0.00729471 0.00646205 0.00770883 0.00865146\n", - " 0.00780096 0.00996139 0.00712975 0.0085822 0.00721445 0.00670468\n", - " 0.00619023 0.00627274 0.00741962 0.00810548 0.01286415 0.00704389\n", - " 0.0084199 0.0065353 0.00892343 0.00603888 0.00601307 0.00625859\n", - " 0.00594288 0.00800813 0.00727167 0.00616637 0.00728902 0.00715858\n", - " 0.00669423 0.006973 0.00771178] rad, and \n", "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", - "cluster_z and type 0.49929956 \n", - "cluster_z and type 0.64601874 \n", - "cluster_z and type 0.6410095 \n", - "cluster_z and type 0.6587467 \n", - "cluster_z and type 0.8156214 \n", - "cluster_z and type 0.6254669 \n", - "cluster_z and type 0.8727886 \n", - "cluster_z and type 0.5422798 \n", - "cluster_z and type 0.77666825 \n", - "cluster_z and type 0.33334264 \n", - "cluster_z and type 0.72671944 \n", - "cluster_z and type 0.46572214 \n", - "cluster_z and type 1.035111 \n", - "cluster_z and type 0.9868597 \n", - "cluster_z and type 0.48154548 \n", - "cluster_z and type 0.34901306 \n", - "cluster_z and type 0.660803 \n", - "cluster_z and type 0.5489526 \n", - "cluster_z and type 0.5732822 \n", - "cluster_z and type 0.48545152 \n", - "cluster_z and type 0.48073718 \n", - "cluster_z and type 0.5205169 \n", - "cluster_z and type 0.45513922 \n", - "cluster_z and type 0.37233016 \n", - "cluster_z and type 0.72563916 \n", - "cluster_z and type 0.25462273 \n", - "cluster_z and type 0.549555 \n", - "cluster_z and type 0.71684 \n", - "cluster_z and type 0.56993246 \n", - "cluster_z and type 0.6154449 \n", - "cluster_z and type 1.0356219 \n", - "cluster_z and type 1.0020661 \n", - "cluster_z and type 0.23431362 \n", - "cluster_z and type 0.5927657 \n", - "cluster_z and type 0.6087652 \n", - "cluster_z and type 0.6046681 \n", - "cluster_z and type 0.50011617 \n", - "cluster_z and type 0.593976 \n", - "cluster_z and type 0.8731144 \n", - "cluster_z and type 0.592247 \n", - "cluster_z and type 0.43162814 \n", - "cluster_z and type 0.51871866 \n", - "cluster_z and type 0.34493634 \n", - "cluster_z and type 0.43753046 \n", - "cluster_z and type 0.6061629 \n", - "cluster_z and type 0.71660864 \n", - "cluster_z and type 0.8984475 \n", - "cluster_z and type 0.86106193 \n", - "cluster_z and type 0.57198143 \n", - "cluster_z and type 0.48342547 \n", - "cluster_z and type 0.24044088 \n", - "cluster_z and type 0.6384199 \n", - "cluster_z and type 0.45206454 \n", - "cluster_z and type 0.7653682 \n", - "cluster_z and type 0.4100084 \n", - "cluster_z and type 0.9812018 \n", - "cluster_z and type 0.99775815 \n", - "cluster_z and type 0.8671669 \n", - "cluster_z and type 1.0477397 \n", - "cluster_z and type 0.49412334 \n", - "cluster_z and type 0.596166 \n", - "cluster_z and type 0.9101417 \n", - "cluster_z and type 0.5932099 \n", - "cluster_z and type 0.7193937 \n", - "cluster_z and type 0.653051 \n", - "cluster_z and type 0.53016365 \n", - "cluster_z and type 0.46268275 \n", - "cluster_z and type 0.84439105 \n", - "cluster_z and type 1.1292421 \n", - "cluster_z and type 0.28674597 \n", - "cluster_z and type 0.7892001 \n", - "cluster_z and type 0.5305519 \n", - "cluster_z and type 0.62169576 \n", - "cluster_z and type 0.61630654 \n", - "cluster_z and type 1.0183831 \n", "Process 0 done reading\n", "Overall pair count = 168710\n", "Collecting data for cluster 0\n", "Found 2416 total galaxies in catalog for cluster 11\n", - "[-0.01460278 -0.01207189 -0.40514439 ... 0.3374269 -0.21345346\n", - " -0.00186678]\n", "Found 1982 total galaxies in catalog for cluster 827\n", - "[-0.51955674 0.09179214 -0.53170309 ... -0.31964246 -0.42943527\n", - " -0.18791063]\n", "Found 1929 total galaxies in catalog for cluster 1985\n", - "[ 0.07294564 -0.52685466 0.3145825 ... -0.31951394 -0.54623969\n", - " -0.13255294]\n", "Found 1887 total galaxies in catalog for cluster 1632\n", - "[-0.54855106 0.08365615 -0.52021912 ... -0.13972801 -0.11702557\n", - " -0.19418091]\n", "Found 639 total galaxies in catalog for cluster 2453\n", - "[ 5.95243782e-02 -2.24517169e-01 4.28093691e-01 -1.61198201e-01\n", - " 3.71598826e-01 -7.87646007e-02 -2.18001445e-01 -1.55628589e-02\n", - " 8.65978634e-02 9.72118092e-02 1.53386672e-01 5.69204595e-01\n", - " -6.62255102e-01 -2.35652709e-01 5.40500288e-01 -1.85784323e-01\n", - " 3.93869510e-01 -7.12909807e-01 -4.44060972e-02 -8.95469837e-01\n", - " 3.14531500e-01 4.68797637e-01 3.76431214e-01 1.78777122e-02\n", - " -3.47209244e-01 1.71169997e-02 -3.53833528e-01 -4.86728064e-01\n", - " 2.03359983e-01 2.07500589e-02 4.90549214e-01 -2.28225645e-01\n", - " -2.25425388e-01 -4.21091220e-01 -4.80568970e-01 -2.12985893e-01\n", - " 1.03158230e+00 -3.75785998e-01 6.70483364e-01 2.17628732e-03\n", - " -9.21675342e-02 5.78289387e-01 -6.62151366e-01 -1.73100253e-01\n", - " 4.52822178e-01 1.30016692e-01 7.22911126e-02 1.26735874e-01\n", - " 1.24150960e-01 7.14803714e-02 -4.08975325e-01 -4.48550951e-01\n", - " 9.06216891e-02 2.31662975e-01 -2.59520100e-01 -1.52257441e-01\n", - " -9.05953049e-02 -1.50136051e-01 3.00660830e-01 -4.54347002e-01\n", - " -4.77975499e-01 9.58027118e-02 2.67157461e-01 5.76527539e-01\n", - " -3.37452226e-01 -1.10269458e-01 -4.43723778e-01 -5.68594586e-02\n", - " -2.97369737e-01 -7.65832346e-01 -1.86887862e-01 1.45036250e-03\n", - " 4.12283528e-01 -1.98542369e-01 -5.27030940e-01 -3.20624080e-01\n", - " -3.23214579e-01 -2.96161386e-02 3.53289652e-01 -2.15669480e-01\n", - " -2.67519068e-01 2.94147519e-01 -2.47719805e-01 1.54630224e-01\n", - " 3.89807674e-01 1.06782922e-02 2.97880523e-01 2.09877948e-01\n", - " 2.69367967e-01 6.05455260e-02 -2.59870423e-02 -2.44804182e-01\n", - " 2.40733384e-02 -3.93956502e-01 -2.56045091e-01 -4.44909393e-01\n", - " -6.51207717e-01 -1.41428561e-01 2.33471225e-01 -2.11766589e-01\n", - " 1.45625129e-01 4.30591963e-01 3.63005280e-01 4.62965111e-01\n", - " 1.51449104e-01 -1.08360919e-01 -1.83274128e-01 2.01634219e-01\n", - " -7.39479618e-02 -7.93490290e-02 -4.64739165e-01 4.32795164e-01\n", - " -8.09933233e-01 -2.49479528e-01 -1.93443097e-01 1.56674729e-02\n", - " -4.36687370e-01 -4.28505476e-01 -7.79638789e-01 2.13122111e-01\n", - " -1.29649146e-02 -2.42941955e-02 -2.62093348e-01 -1.24081664e-01\n", - " 1.66029964e-01 3.22288384e-01 1.09548345e-01 4.33416871e-01\n", - " -3.10955598e-01 -6.54700858e-01 -9.06752962e-02 8.35364626e-03\n", - " 5.77444835e-01 2.27592543e-01 -4.58817317e-02 9.30189034e-01\n", - " 2.38223018e-01 -1.13925247e-01 1.64629594e-01 2.89585625e-02\n", - " -5.97090454e-02 -7.14376088e-02 7.85370056e-01 1.65243760e-01\n", - " -4.68317288e-01 6.84191080e-02 1.47999951e-01 -2.49825517e-01\n", - " -1.26090311e-01 -6.70301053e-02 -5.21347761e-02 -2.64064851e-01\n", - " 6.72203041e-01 -4.01193890e-03 2.89008310e-01 -3.05398330e-01\n", - " -1.07238340e-01 -3.47666352e-01 -4.42742876e-01 2.31087848e-01\n", - " 1.10689660e+00 -4.19286465e-01 3.78945279e-01 1.51402570e-02\n", - " -8.80479453e-01 2.83635216e-01 -9.16239773e-02 2.83938541e-01\n", - " -2.35636905e-01 -2.63351190e-01 -2.53227142e-01 1.68507706e-01\n", - " 7.49043165e-02 5.47681547e-01 -1.07465873e-01 2.75647018e-01\n", - " -3.51334171e-01 3.63032410e-01 -1.98823228e-01 2.09474831e-01\n", - " -1.43894920e-01 4.79518473e-01 1.63615623e-01 -3.97272620e-01\n", - " -1.04426524e-01 4.49869213e-01 3.27740453e-01 -1.69502266e-01\n", - " -2.52424560e-01 4.66278610e-01 1.40277965e-01 7.16108777e-03\n", - " 4.85773066e-01 -3.40909820e-02 -6.76489356e-02 -1.69458546e-02\n", - " -2.84077529e-01 -2.23462721e-01 1.99028559e-02 -3.83663290e-01\n", - " 6.99659440e-04 3.22703155e-03 -4.17235329e-01 -3.88878234e-01\n", - " -1.55210179e-01 -2.70213149e-01 -5.11967582e-01 3.35721577e-02\n", - " -4.45855757e-01 -2.32419981e-01 -3.84948722e-01 9.90104397e-02\n", - " -3.27645609e-01 4.40727898e-03 -2.16219873e-01 -2.58523932e-02\n", - " 2.09848613e-01 -1.10230477e-01 5.83214585e-02 1.12156709e-01\n", - " -1.04559020e-01 1.16258187e-01 -4.11946865e-01 6.41485846e-01\n", - " 4.42203182e-01 4.52811148e-01 5.11072620e-03 4.17379778e-01\n", - " 5.88568322e-02 -4.78420096e-01 -2.56997057e-01 1.19725716e-01\n", - " -1.05278488e-01 3.51703009e-01 1.80058095e-01 2.85442153e-01\n", - " 4.44449607e-01 -3.49990140e-01 -2.66643220e-01 5.17376402e-01\n", - " -4.81182564e-01 -5.75523789e-02 4.88840746e-02 3.00597446e-01\n", - " 2.32847621e-01 3.85166464e-02 -3.35825823e-01 -1.89136201e-01\n", - " 3.13912569e-01 2.23115094e-01 3.46402109e-01 2.14212082e-01\n", - " 1.64338681e-01 -6.21885858e-01 -1.14589777e-01 4.16447220e-01\n", - " 1.99363336e-01 -5.60141004e-01 4.17650184e-02 1.44553263e-01\n", - " -8.75981181e-02 -4.67590979e-02 8.69563110e-02 8.15001779e-02\n", - " 3.81572742e-01 4.61040464e-01 -2.18404687e-01 2.12027290e-01\n", - " -1.29058391e-01 -1.47659166e-01 -1.24235474e-01 -7.80804918e-02\n", - " -2.25641163e-01 -3.82819701e-01 2.86425598e-01 -3.51165187e-01\n", - " -6.42570841e-01 5.66805768e-02 -3.41328283e-01 4.11462649e-01\n", - " -1.29374861e-01 1.67827055e-01 -3.10589712e-03 -2.53500026e-01\n", - " 3.28045798e-01 2.76528253e-01 3.15638372e-01 4.13072008e-01\n", - " 2.39891681e-01 1.77079009e-01 3.16230446e-01 2.14160966e-01\n", - " 3.57741706e-01 2.68725788e-01 8.74933473e-02 -3.88203993e-01\n", - " -5.43437750e-01 3.74703432e-01 -1.05296923e-01 -1.58144716e-01\n", - " 1.28411830e-01 1.18711317e-02 4.49635392e-01 -2.64410623e-01\n", - " -2.38146188e-01 -4.96921066e-02 2.34307885e-01 -9.29752698e-02\n", - " 3.75563083e-01 -9.87442666e-02 -2.31907318e-01 2.55549612e-01\n", - " 6.50416164e-02 -4.71897928e-01 7.91152354e-02 1.59879173e-01\n", - " 7.73485244e-03 -1.34500005e-01 -5.65152940e-01 -1.04036807e-01\n", - " -1.67369975e-02 6.18554246e-01 1.73965383e-01 -3.89919669e-01\n", - " -1.61320191e-01 -2.93299553e-01 -1.21118041e-01 -6.35990672e-01\n", - " 2.55384386e-01 -4.20814804e-01 -1.81092216e-01 -1.07210730e-01\n", - " 1.52030147e-01 3.57448167e-01 8.63144728e-01 -1.65841256e-01\n", - " 3.65569539e-01 2.60253392e-01 -3.70951658e-01 -1.52412214e-01\n", - " -2.79953982e-01 3.35004608e-01 3.30541711e-01 2.81787264e-01\n", - " 2.50589841e-01 2.32384324e-02 3.69673304e-01 -7.65199821e-02\n", - " 2.57079574e-01 -4.14819641e-01 7.56016991e-01 3.52207441e-01\n", - " 9.49973439e-02 5.58376521e-01 3.71208338e-02 -5.84985123e-02\n", - " -1.39115661e-01 -2.97096896e-02 -1.19881994e-01 4.31974649e-01\n", - " 9.23497376e-02 2.56661161e-01 -5.59696062e-02 -3.18313032e-01\n", - " -1.84966605e-02 2.91727316e-01 -2.69629485e-01 -4.34250182e-01\n", - " -2.30962213e-01 -2.54223705e-01 8.02814498e-02 -3.44330755e-01\n", - " -2.70380742e-01 7.85782599e-01 3.24539974e-01 -1.27237642e-01\n", - " 4.24416631e-01 -1.68106331e-01 -4.39481945e-02 -3.61658393e-01\n", - " 4.11891182e-02 6.76103321e-01 9.48803230e-02 2.89963018e-01\n", - " 4.26854983e-01 -1.50408880e-01 6.41749092e-01 4.52569572e-01\n", - " -4.27626763e-01 1.59502205e-01 1.53649528e-01 -7.06793274e-01\n", - " 3.85115366e-01 9.87038364e-02 4.37403458e-01 7.10853646e-02\n", - " 7.01954696e-01 4.47301021e-02 7.38439049e-02 -5.69436234e-02\n", - " -4.62593172e-01 -3.22162445e-01 8.22748617e-02 4.65620231e-01\n", - " 2.00903782e-01 4.38993527e-02 -3.57800623e-02 1.73265843e-01\n", - " 6.21640623e-01 1.61231869e-01 -1.67988900e-01 -1.13340674e-01\n", - " -5.99186853e-01 5.11929303e-01 -5.39138151e-01 8.08337256e-02\n", - " 1.39499121e-01 -4.47094495e-02 1.61253449e-01 6.93274514e-02\n", - " -2.35216754e-02 2.04086475e-01 -5.05650330e-01 3.32725620e-01\n", - " 2.93735239e-01 1.83131099e-01 4.20024183e-02 -3.78464250e-02\n", - " -3.03688311e-01 -3.55300954e-02 -2.52987448e-01 1.87915860e-01\n", - " 7.03066245e-01 1.76173809e-01 3.02358335e-01 1.12011375e-01\n", - " 6.75798417e-02 -2.39860568e-01 -6.05045813e-01 2.09306787e-02\n", - " -3.41211672e-01 1.98824551e-01 5.72732680e-01 -4.54642252e-01\n", - " 2.51339670e-01 -2.62334759e-01 2.87690979e-01 -1.38284973e-01\n", - " -3.96273525e-02 1.22293813e-01 4.64865170e-02 2.10344889e-01\n", - " -1.51757319e-01 2.24780397e-01 6.08795068e-01 2.78710147e-01\n", - " -5.80485006e-02 2.78688015e-01 2.42624688e-01 -6.34567956e-02\n", - " -2.49788065e-01 -8.13216802e-02 -6.24462239e-01 5.51577223e-02\n", - " -7.33737294e-02 2.85943960e-01 1.41461216e-01 -4.70993140e-01\n", - " -4.89416880e-01 7.92854209e-02 -6.54816927e-02 -7.69116820e-02\n", - " 4.15335869e-01 3.99540000e-02 3.40612694e-01 -2.31833269e-01\n", - " 1.77334972e-01 2.72460216e-02 4.43546588e-01 -4.95411604e-01\n", - " 7.48518162e-03 2.93432234e-01 4.74083676e-01 1.81516676e-01\n", - " -2.60559740e-01 4.13434724e-01 4.64364084e-01 2.47255911e-01\n", - " -2.11844305e-01 -1.55404009e-01 -1.50578689e-02 1.34134152e-02\n", - " -3.05503913e-01 -7.60625583e-02 4.79902042e-01 -2.30077810e-01\n", - " 5.71027592e-01 3.60814074e-01 2.61403770e-01 1.41347875e-01\n", - " -4.47434879e-01 -2.60019299e-01 3.93732643e-01 1.57759363e-01\n", - " -3.08202256e-02 2.04793988e-01 4.27661433e-01 -8.82472910e-02\n", - " 2.10549501e-01 -2.76974974e-01 -2.46663070e-01 -3.05782406e-01\n", - " 1.72415544e-02 4.20241051e-01 -5.00116423e-01 1.42057080e-01\n", - " 4.07752816e-01 -2.26000059e-01 1.14444859e-01 2.86689774e-01\n", - " -6.74657641e-01 5.91657460e-01 -2.27916061e-01 1.98189118e-01\n", - " 2.06797226e-01 -5.96177269e-01 -5.99739658e-02 -3.03796689e-01\n", - " 1.83218567e-02 -7.10071309e-02 2.11235020e-01 6.15115757e-02\n", - " 4.92547578e-01 -2.20364786e-01 -6.08257232e-02 3.43330796e-01\n", - " 9.91202930e-02 6.25850509e-01 2.84420867e-01 -2.32654912e-02\n", - " 1.77854846e-01 2.44079669e-01 -1.96084338e-01 -8.64727440e-02\n", - " 4.39772478e-01 1.25705273e-01 4.92925008e-01 -4.50841382e-01\n", - " 4.46562452e-01 -4.14843117e-01 -2.01558826e-01 2.35862973e-01\n", - " 2.62822735e-01 1.62887990e-01 -7.38713113e-01 2.40996183e-01\n", - " 5.08946118e-01 5.78997263e-01 -1.52274713e-01 -1.82664158e-01\n", - " 7.87328849e-03 -5.51176006e-01 -2.76971095e-01 -5.19898507e-01\n", - " 4.39050543e-01 1.14072382e-01 4.36420022e-01 -4.30530243e-01\n", - " 7.61448665e-01 -4.59547256e-01 -1.70937514e-01 7.83489691e-02\n", - " -7.12219846e-02 4.71360113e-01 3.34809120e-02 1.46364265e-01\n", - " 2.03348928e-01 4.89473313e-01 -8.15638432e-02 -5.03744617e-01\n", - " 3.86328898e-02 2.45344988e-01 5.17754627e-01 1.98290576e-01\n", - " 4.12749056e-03 -2.14509329e-01 6.54357654e-02 -5.09784689e-02\n", - " -3.43008830e-01 -2.52102068e-01 3.17243718e-01 -6.57300972e-02\n", - " -4.23232929e-01 -5.37388705e-01 -3.15291639e-02 1.84396758e-01\n", - " -1.15166786e-01 3.72480174e-01 3.07930666e-01 4.54629141e-02\n", - " -1.61094216e-01 1.06249982e-01 -4.73837740e-02 -2.61939957e-01\n", - " -6.40294294e-01 2.12821812e-01 -5.71815912e-02 7.06005885e-01\n", - " -6.44853137e-02 5.42775367e-01 5.11306500e-01 1.45984214e-02\n", - " -8.49897991e-03 -3.15747638e-01 -2.58785157e-01 -5.20884756e-02\n", - " 2.03137185e-01 -2.72054206e-01 3.27087877e-01 3.63773814e-01\n", - " -6.65726550e-02 2.03472210e-01 -2.72351636e-02 -1.13323813e-01\n", - " -4.17959427e-01 1.75098900e-01 -3.03326834e-01 4.87888043e-02\n", - " 4.96962770e-02 -3.03628969e-01 -2.64000230e-01 9.18045217e-02\n", - " -3.24067443e-01 -1.45608200e-02 -3.55785337e-02 3.14724575e-01\n", - " -3.41335037e-02 6.82840306e-02 1.36638288e-01]\n", "Found 3068 total galaxies in catalog for cluster 2678\n", - "[-0.25879227 0.69326905 0.02093781 ... 0.21458582 0.0433305\n", - " 0.13221218]\n", "Found 722 total galaxies in catalog for cluster 4643\n", - "[-3.81844324e-01 -1.17634142e-01 -2.92530220e-01 2.87351256e-01\n", - " -9.61865215e-01 1.57932114e-01 1.37976366e-01 -6.10319267e-02\n", - " -4.97906313e-01 8.87686161e-02 -4.25565420e-01 -1.65611647e-01\n", - " 1.59914600e-01 4.29808115e-01 2.27499155e-03 3.64005181e-01\n", - " -9.05989519e-02 -3.43928028e-01 3.52819538e-02 4.03907100e-01\n", - " 2.74509589e-01 -2.58717193e-01 -1.01606030e-01 -4.72195204e-01\n", - " -1.57843090e-01 -1.93393070e-01 -5.65583532e-01 3.16367915e-01\n", - " -2.48658908e-01 5.68236117e-01 -1.86431444e-01 -2.02090418e-01\n", - " -2.06679395e-01 5.64538235e-01 -2.02322682e-01 3.72498918e-01\n", - " -3.18367069e-02 -1.14268916e-01 -4.10170480e-01 -7.42685082e-02\n", - " 9.96801156e-02 -1.65733354e-01 2.90471039e-01 8.71152441e-02\n", - " -5.03766002e-01 4.78550488e-02 2.96119603e-01 1.60442261e-01\n", - " 3.75413463e-01 -3.53132160e-01 3.68366438e-01 -1.56973653e-01\n", - " 3.54280413e-02 2.90028013e-01 -2.66792397e-01 1.05890115e-01\n", - " -3.49436119e-01 -5.86957771e-01 -1.43184217e-03 3.55239461e-01\n", - " -3.90325826e-01 1.92437674e-01 1.94524824e-01 2.27803165e-01\n", - " 5.99849732e-02 -2.76024805e-01 2.29213275e-01 1.20767442e-01\n", - " -1.62586273e-01 -7.92081063e-03 -4.85555232e-01 6.02790264e-02\n", - " 5.29909500e-01 2.10523359e-01 -2.31228599e-01 -3.27536213e-01\n", - " -1.25755847e-01 -1.06081379e-01 1.06514766e-02 3.65053230e-01\n", - " 3.76294533e-01 -3.62403349e-01 -4.75956982e-02 2.21861955e-04\n", - " -1.78028180e-01 -2.86795257e-01 -3.03451002e-01 6.30516616e-02\n", - " 1.59113349e-01 -6.86077308e-01 -1.34624203e-01 -1.31319766e-01\n", - " 2.31079129e-01 1.96250177e-01 -3.21933501e-01 1.30272880e-01\n", - " -3.24035381e-01 5.50872371e-01 1.40291434e-01 -6.07634823e-02\n", - " -2.48295016e-01 3.85089932e-01 3.15017357e-01 -4.70699272e-01\n", - " -7.76208292e-02 -1.89504777e-02 -4.24987692e-01 1.54651290e-01\n", - " -1.25521583e-01 -1.18168335e-01 3.83730209e-01 2.99832426e-01\n", - " -2.56695214e-01 -2.20462343e-01 6.58117093e-02 6.03236264e-02\n", - " -3.14562377e-01 -5.62690551e-01 2.10835797e-01 1.81518407e-01\n", - " 5.50410579e-01 3.00634421e-02 -3.05738718e-03 -2.82252525e-01\n", - " 3.42445010e-01 1.06963613e-01 2.90666967e-01 -8.78207090e-01\n", - " -2.02014522e-01 -5.51978904e-01 3.05089213e-01 -3.96548632e-01\n", - " -3.36942293e-01 -3.94819814e-01 -6.25929703e-02 -4.45937066e-01\n", - " 2.24466245e-01 3.21703639e-01 3.69201231e-01 -9.73310505e-02\n", - " -3.26719483e-01 -1.09795276e-01 4.54233090e-01 -3.68686051e-01\n", - " -3.88926686e-01 -3.74900245e-01 -5.41593542e-01 -3.81048136e-01\n", - " 9.47197595e-01 -1.71879651e-01 2.57898366e-01 4.56897342e-01\n", - " 3.18599557e-01 2.37421097e-01 -5.97364370e-02 1.15917118e-01\n", - " -4.19795163e-01 -1.77362219e-01 -2.34064010e-01 -5.10370608e-01\n", - " 1.97779095e-01 -1.56946281e-01 2.62240152e-01 3.30740183e-01\n", - " 8.62074309e-02 1.24811733e-01 -5.64093685e-02 9.56208277e-02\n", - " 1.92840376e-02 2.58687896e-01 -3.27608204e-01 -7.45584584e-02\n", - " 2.89710625e-01 1.42276712e-01 -7.56356206e-02 -7.81887356e-02\n", - " -2.70348456e-02 6.15340037e-01 2.43474832e-01 2.78830274e-01\n", - " 2.38917465e-01 -1.71271520e-02 -5.53544232e-01 3.34952156e-02\n", - " 1.12663939e-01 3.16395482e-01 -5.10949965e-01 3.25288701e-02\n", - " 4.92099437e-01 2.17541360e-01 5.66339099e-02 7.45629896e-01\n", - " 5.08235781e-01 6.82390699e-01 4.77159356e-01 3.38362185e-01\n", - " -6.15481630e-01 -2.66110237e-01 2.03395790e-01 1.81029718e-01\n", - " -2.63154682e-01 3.19506654e-01 1.64100517e-01 -1.68623980e-01\n", - " 4.87876645e-01 3.23193017e-01 3.14203587e-01 4.63023075e-01\n", - " 3.05075896e-02 -9.57447314e-02 -2.89453443e-01 4.47958448e-01\n", - " 1.58529193e-01 -2.20898838e-01 -2.14754310e-01 -1.45860076e-01\n", - " 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-6.78298413e-02 -4.00004274e-01 -2.24954800e-01\n", - " -5.68444443e-02 8.66065533e-03 4.32820248e-01 5.78882706e-01\n", - " -1.62658218e-01 2.30774143e-01 5.52120717e-02 -1.33415806e-02\n", - " -3.82976611e-01 7.74596190e-03 -1.50126423e-01 -1.53057995e-02\n", - " 1.19485052e-01 1.26420607e-01 -9.48823744e-02 -7.00802169e-03\n", - " -3.45101660e-01 1.24266075e-01 -3.32684556e-01 8.14443321e-03\n", - " -9.39448364e-02 1.91525349e-01 1.79214225e-02 3.80391562e-01\n", - " -1.60130394e-01 3.58284843e-01 -4.04061258e-01 4.18506325e-01\n", - " -9.26822491e-02 -3.88513223e-01 8.71169496e-02 -4.79728871e-02\n", - " -3.88353114e-02 -1.96470414e-01 -7.44572035e-01 -3.85189994e-01\n", - " 3.30118235e-01 -1.27692584e-01 1.23209746e-01 -2.62825263e-01\n", - " 4.92631768e-01 3.02793530e-01 1.53007482e-01 8.25555461e-01\n", - " -9.37571448e-03 1.33362344e-02 -1.77651033e-01 1.82004429e-01\n", - " -1.40354633e-01 -2.98102234e-01 2.27250469e-01 5.09591291e-01\n", - " 2.43120791e-01 -3.85374322e-01 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-1.21802691e-01\n", - " 2.83299984e-01 -5.01075979e-02 6.64660049e-01 2.86312192e-01\n", - " 3.08845599e-01 3.63306702e-01 3.16697765e-02 2.17890980e-01\n", - " 2.19476683e-01 5.59732259e-02 -1.62351541e-01 -1.78523780e-01\n", - " 3.10325595e-01 2.06374584e-01 1.94008477e-01 5.47354740e-01\n", - " 2.59206770e-01 2.34291462e-01 9.54150309e-02 3.98357934e-01\n", - " -5.04935459e-01 7.56406934e-01 8.11115584e-01 -7.89173951e-02\n", - " -6.31495183e-02 -9.04813609e-02 -1.30187084e-01 4.54413759e-01\n", - " 3.54321327e-01 -2.94900428e-01 -7.37407591e-02 -6.03091623e-02\n", - " -2.18706143e-01 6.19241526e-02 9.71041481e-02 1.95643949e-01\n", - " -9.19317069e-02 -3.09965683e-01 -6.84235380e-02 1.09368768e-01\n", - " -2.47213310e-01 2.22669220e-01 5.86894628e-01 2.69597156e-02\n", - " -2.85624786e-01 -1.07046921e-02 -3.61791195e-01 3.63266476e-01\n", - " 4.71556553e-01 6.56906131e-01 -2.87997360e-02 -1.75965172e-01\n", - " -1.91526270e-01 3.98864225e-01 -4.32859038e-01 4.46548936e-01\n", - " 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3.56673055e-01 1.41319908e-01\n", - " -6.59955767e-01 2.64792088e-01 -3.70811928e-01 -9.82108900e-02\n", - " 1.53629859e-01 1.86784647e-02 -4.66102164e-01 -3.42084707e-01\n", - " 6.12550719e-01 8.64097479e-02 -2.53572377e-01 8.96133110e-02\n", - " -1.07944930e-01 2.28534719e-01 -1.75694487e-01 -3.11265226e-01\n", - " 3.18320971e-02 -4.76115636e-01 4.49624040e-01 -5.24272970e-01\n", - " -4.32939411e-01 1.83661254e-01 8.70832576e-01 -1.21523594e-01\n", - " 3.49746796e-02 -1.07362789e-01 -5.41643460e-01 1.50333067e-01\n", - " 4.69226005e-01 2.01716242e-01 3.06600915e-01 3.39067266e-01\n", - " -5.21127717e-01 3.42620685e-01 -4.38106797e-01 -2.95561834e-01\n", - " -5.67481101e-01 3.11749536e-01 -2.15315044e-01 -4.69589221e-01\n", - " 2.36895601e-01 5.46269323e-01 5.83950366e-02 3.90248368e-01\n", - " -1.76948776e-01 -2.01423130e-01 4.52809158e-01 -6.32432766e-01\n", - " 4.57159147e-02 4.67941443e-02 4.01435170e-02 2.01023062e-01\n", - " -8.75127446e-02 2.28943409e-01 3.15308981e-01 -4.27012212e-01\n", - " -1.28744443e-01 -3.54745291e-01 1.58954242e-01 2.33035542e-01\n", - " -3.16443446e-01 -2.36668057e-02 -2.25437306e-01 -1.55679904e-03\n", - " -3.34967786e-01 -5.22693718e-01 -5.81447327e-02 1.89153417e-03\n", - " 1.53123356e-01 -1.93543004e-01 -2.23016716e-02 -4.55809801e-01\n", - " 5.57738811e-01 2.12742531e-01 2.39986600e-01 -2.12064350e-01\n", - " 2.74772041e-01 -1.29999266e-01 2.92584049e-02 1.14570415e-01\n", - " -3.97329124e-01 2.92562858e-02 -1.46949289e-01 -3.59369178e-01\n", - " -3.01473475e-01 -2.21344492e-01 2.47764559e-01 7.74206217e-02\n", - " -1.59043429e-01 2.79724854e-01 -6.34947874e-01 2.25959963e-01\n", - " 1.29590896e-01 6.48299450e-02 7.53926417e-02 2.00739827e-01\n", - " 4.84822932e-01 2.52758976e-01 -1.53739086e-01 -3.12693854e-01\n", - " -1.60307345e-01 2.29505677e-01 1.98953335e-01 2.26363591e-01\n", - " -3.37742483e-01 5.01712382e-02 3.14229551e-01 1.71197264e-01\n", - " 3.87369089e-01 -5.97297044e-01 1.43368998e-01 -1.87773325e-02\n", - " 1.03177306e+00 -3.39473672e-01 -8.10308958e-03 -4.72839944e-03\n", - " 1.34105014e-01 -1.61584950e-01 2.22852001e-01 2.99274008e-01\n", - " -1.11745272e-01 2.31408793e-01 -5.05500023e-01 8.14705064e-02\n", - " -2.64636715e-01 1.55446973e-01 2.77898450e-01 1.69333101e-01\n", - " 2.64377634e-01 7.73448674e-01 8.06164916e-03 2.65521542e-01\n", - " -3.82340331e-01 2.09616406e-01 1.05678976e-01 -3.08043466e-01\n", - " 2.63740368e-01 1.17639993e-01 2.50133847e-01 3.00734312e-01\n", - " -1.80473429e-01 2.55732430e-01 7.89663324e-02 -6.10008912e-01\n", - " 1.37428205e-02 9.59713242e-02 -3.53026789e-01 1.35876771e-02\n", - " -1.37617792e-01 -5.69160299e-01 -1.41001570e-01 1.31351362e-02\n", - " 2.58681941e-01 4.99869884e-01 -3.66246177e-01 3.78839913e-01\n", - " -3.20631354e-01 3.43712298e-01 2.66614991e-01 -2.11933047e-01\n", - " 9.17752323e-03 -4.08933914e-02]\n", "Found 244 total galaxies in catalog for cluster 5084\n", - "[-0.48951396 -0.10786495 0.02925909 0.49552087 -0.22262144 -0.06131396\n", - " 0.16084373 -0.08160209 -0.02407015 0.26371478 0.29063845 -0.52354507\n", - " -0.39411949 -0.03131033 0.16393547 -0.3014956 0.00104065 -0.01048369\n", - " 0.57318467 -0.4900417 -0.13077491 0.26681713 0.16404039 -0.2019248\n", - " -0.32384929 -0.38268115 -0.23924339 0.35473335 -0.42469539 0.37430052\n", - " -0.37316123 -0.21373107 0.50459644 -0.54498798 -0.39347974 -0.51905319\n", - " -0.45487751 -0.06184358 -0.43746326 0.01097093 0.68521255 0.11697119\n", - " 0.10872826 -0.36214184 0.1930822 0.57175166 -0.72687551 -0.11625608\n", - " -0.20950556 0.01689115 0.07247757 0.06163891 0.17316671 -0.47180779\n", - " -0.317638 -0.4079802 0.46000147 -0.3892562 -0.30435657 0.10338204\n", - " 0.04464357 0.24014853 0.08450704 0.13344682 -0.21922257 0.26081493\n", - " -0.40033119 -0.20279663 -0.16401569 -0.27508616 0.3050529 0.31006794\n", - " -0.21256202 0.0274165 -0.40599737 -0.37696513 0.24597483 0.2746117\n", - " 0.41662523 0.30992985 -0.42518026 -0.05615207 -0.2201106 1.0115565\n", - " -0.24995208 -0.31832944 -0.40617783 -0.4752113 0.87321555 -0.05244465\n", - " 0.17541383 -0.38769728 -0.09163558 -0.25382898 0.13799749 0.12554849\n", - " 0.01621385 0.07024844 -0.02296347 0.34128926 0.46460054 0.34689314\n", - " -0.05312815 0.05805967 -0.28435786 -0.26030911 0.438758 0.51413226\n", - " -0.71968987 -0.69877648 -0.75088743 0.0675916 -0.04790055 -0.27862529\n", - " -0.21658376 0.32088634 -0.35681938 -0.31384204 -0.60722438 0.04110688\n", - " 0.35485296 0.26800037 0.06390775 0.17838933 0.27237119 -0.04720464\n", - " -0.42220213 0.00582152 0.14291329 -0.12885373 0.40733248 0.38554367\n", - " -0.14658378 -0.03848797 0.04955587 0.04373689 0.28055206 0.01269991\n", - " -0.091537 -0.17755646 0.13514935 0.37187375 0.15063859 -0.24692329\n", - " -0.05429957 0.07335799 -0.2765225 0.19485024 -0.0310186 0.51189477\n", - " 0.29006985 0.24378683 -0.41793889 -0.24884954 0.16076563 0.37873824\n", - " 0.48907553 0.09414031 0.65084578 -0.51449183 0.19677627 0.38128156\n", - " 0.1791412 -0.11890563 0.15708258 -0.09354228 0.02577365 -0.27037179\n", - " -0.01821258 0.03915999 -0.19849972 -0.49737552 0.69821255 0.13293896\n", - " -0.25705269 -0.07458207 0.23196386 -0.21974918 -0.25866125 -0.4251706\n", - " 0.12123243 -0.25457987 0.17106763 0.37432777 -0.21597183 0.09319087\n", - " -0.16037856 -0.30251945 0.17145902 0.10823114 -0.20979835 0.07236027\n", - " 0.08551859 -0.14013194 0.16176409 0.30954613 -0.34515018 0.48631061\n", - " 0.37874493 0.21191433 0.30971792 0.07156404 -0.22000536 0.18623378\n", - " -0.54370472 -0.08572594 -0.16493445 0.71086425 -0.50900657 0.03133969\n", - " -0.09985616 0.23120404 0.0070221 0.14213438 -0.3261997 0.61720225\n", - " 0.64259625 0.47327695 -0.29706602 -0.20338964 -0.03494114 -0.12615839\n", - " 0.67676526 -0.1081142 -0.04032914 0.44219701 -0.21692147 0.52979473\n", - " -0.0109586 -0.40119623 0.0897985 -0.65151537 -0.16360689 -0.39742472\n", - " 0.4458309 -0.26375664 0.21953887 -0.15782198 0.38856698 -0.11167347\n", - " 0.06471646 0.36637244 -0.33498803 0.43694039]\n", "Found 1803 total galaxies in catalog for cluster 4434\n", - "[-0.18883389 -0.36884951 -0.189012 ... 0.17916465 0.55962641\n", - " -0.33323614]\n", "Found 1408 total galaxies in catalog for cluster 3939\n", - "[ 0.32039181 -0.41414527 -0.16180593 ... -0.29926219 0.00677803\n", - " -0.02715269]\n", "Found 4123 total galaxies in catalog for cluster 6139\n", - "[-0.18902135 0.44757871 -0.03308959 ... 0.31483091 0.24056515\n", - " 0.17788326]\n", "Found 1196 total galaxies in catalog for cluster 4709\n", - "[ 0.30413903 0.41663644 -0.3593679 ... -0.13718509 -0.05748262\n", - " -0.23447674]\n", "Found 3401 total galaxies in catalog for cluster 7121\n", - "[-0.12435947 -0.18493945 -0.06769656 ... -0.22040537 -0.09708966\n", - " -0.19040646]\n", "Found 2874 total galaxies in catalog for cluster 8547\n", - "[ 0.04876876 -0.35590164 -0.07265433 ... -0.27130923 -0.07954555\n", - " -0.13924719]\n", "Found 448 total galaxies in catalog for cluster 8685\n", - "[-5.39507936e-01 4.83586353e-01 -3.50808691e-01 -5.49264526e-02\n", - " -1.72225424e-01 -2.31767436e-01 6.48138830e-02 5.82010144e-02\n", - " 1.50848697e-01 -3.27461857e-01 3.25989761e-02 1.23231230e-02\n", - " -9.84235386e-02 1.12752446e-01 -2.61878867e-01 1.49798126e-01\n", - " 8.08289400e-02 2.47624472e-02 -9.33985978e-04 4.10950695e-01\n", - " 2.70709026e-02 6.02852795e-01 2.52989254e-02 1.58462322e-01\n", - " -3.69249668e-02 1.86538291e-01 1.59501716e-01 -2.22123603e-01\n", - " -1.37779988e-01 3.51829993e-01 -3.41145860e-01 7.77980876e-02\n", - " -2.66255771e-01 6.87404117e-01 -5.31099462e-01 -8.85696703e-02\n", - " -1.08362038e+00 2.73141803e-01 -1.13999056e-02 1.32852185e-01\n", - " 3.75798185e-01 -3.38821046e-01 -4.71900763e-01 -2.52726615e-01\n", - " -3.51768943e-01 3.96746905e-01 2.83674236e-01 -1.37584299e-01\n", - " -3.13989436e-01 -3.68974863e-03 6.21124824e-01 2.70728562e-01\n", - " -4.23789974e-01 8.49493124e-01 7.12367993e-02 5.31510145e-01\n", - " -3.92481116e-01 1.74505502e-01 -5.02839652e-01 -7.35349879e-01\n", - " 2.80838758e-01 -7.01589381e-02 -6.46657110e-03 -1.34123659e-01\n", - " -6.16827239e-01 -6.73632749e-01 -3.47912171e-02 -1.69351622e-02\n", - " 1.61840355e-01 -7.38107298e-03 -2.88949295e-01 -9.92187528e-02\n", - " 1.60615594e-01 -2.48755053e-01 -4.02863579e-01 -2.59224125e-02\n", - " 3.35411461e-02 1.02678919e+00 7.81495394e-01 4.07120166e-01\n", - " 6.50789583e-01 2.58617993e-02 3.58786333e-01 2.77706284e-01\n", - " -3.32669409e-01 7.58644585e-01 -1.82477765e-01 -4.38175962e-02\n", - " -5.53103301e-02 -4.88891285e-01 -7.43078621e-02 -2.68480550e-01\n", - " 3.45869974e-01 2.90942286e-01 5.32183808e-02 6.71672452e-02\n", - " -4.23781677e-01 5.71938411e-01 3.95381122e-01 -4.34714218e-01\n", - " -3.16357819e-01 4.57925379e-02 -3.15000018e-01 7.15101892e-02\n", - " 3.01261406e-01 -5.48090122e-03 -4.06102286e-01 -1.17887460e-01\n", - " 3.69302961e-01 7.29128890e-02 -8.08916505e-02 5.69842486e-01\n", - " -6.11685069e-02 -6.78289520e-02 -2.53992890e-01 -7.48527754e-02\n", - " 1.49957498e-01 6.46878218e-01 7.24031710e-01 8.46805770e-02\n", - " 2.47187202e-02 -5.83212039e-01 1.15184542e-02 -2.98711071e-02\n", - " 3.53848924e-01 2.49322375e-01 3.33586101e-01 1.48470204e-01\n", - " 4.82096545e-02 -1.40703435e-01 4.95015664e-01 7.85901068e-02\n", - " 1.22003466e-01 2.48400283e-01 2.15681173e-01 3.79182186e-02\n", - " -2.67394151e-01 -6.03513810e-02 1.11571790e-01 -6.40308507e-02\n", - " -3.86044370e-01 5.18691903e-02 -8.83802290e-01 -2.10239138e-01\n", - " -5.00473254e-01 -2.94023498e-01 -8.75066505e-02 -4.24623041e-02\n", - " 8.52085280e-02 -1.78248163e-02 -2.37852852e-01 -3.99780604e-01\n", - " -3.50025920e-02 -7.80751295e-02 3.55074011e-03 -1.26333258e-01\n", - " 4.01071953e-02 -2.34705711e-01 2.69821632e-01 -2.89370379e-02\n", - " -5.44967275e-01 3.35691860e-01 3.49240964e-01 -2.20822683e-01\n", - " 2.60365514e-01 -2.80542514e-02 -2.71927298e-01 -4.93145157e-01\n", - " 3.33222114e-01 -4.17215493e-02 -1.71589073e-01 -3.80522222e-01\n", - " -7.69206171e-02 1.82699104e-01 -4.60536843e-01 2.51629839e-01\n", - " -1.27558672e-01 -1.64276612e-01 2.34545800e-02 2.14796421e-01\n", - " -6.20432574e-01 4.21130219e-01 3.14172029e-01 7.87003788e-01\n", - " 1.75756496e-01 -3.54435342e-01 -3.00449941e-01 -2.82577116e-01\n", - " -3.30738679e-01 2.95472353e-01 -8.51518656e-02 4.12579675e-01\n", - " 3.68043108e-01 -1.90104239e-01 8.30907096e-02 5.55301912e-01\n", - " 4.65385705e-01 -1.74888672e-02 -2.55814886e-01 2.35346896e-01\n", - " 2.29519355e-01 -5.26566782e-01 -3.57963057e-01 2.52600741e-01\n", - " -7.60321537e-01 3.77504837e-01 2.93179919e-01 -2.37300990e-01\n", - " -2.48266474e-01 2.02923646e-01 -6.93450843e-01 -2.15529362e-01\n", - " 1.09118969e-01 1.63619411e-01 -9.66176610e-02 1.13640439e-01\n", - " 3.36963403e-01 5.35655839e-01 -2.03642811e-01 5.19311751e-03\n", - " -2.89131873e-01 -2.35468864e-01 -1.96792744e-01 -6.29330426e-01\n", - " 1.08668705e-01 4.83354980e-01 -9.75819345e-03 -2.25385942e-01\n", - " -5.80876378e-02 -3.08847710e-01 1.91659843e-01 6.58603447e-01\n", - " -5.64496493e-02 -7.46829058e-01 4.54800863e-01 -8.93532286e-02\n", - " 1.27260996e-01 -8.84175265e-02 3.37137631e-01 -3.38213082e-01\n", - " -1.97492662e-01 -4.75089202e-01 3.96037912e-01 -1.86480011e-01\n", - " -1.06630759e-01 -1.94303082e-01 9.05104477e-03 2.68219839e-02\n", - " -5.86026775e-01 -4.39267794e-02 1.59510795e-01 3.07248173e-02\n", - " -7.67019011e-02 -4.27508594e-01 2.13201373e-01 6.22321866e-02\n", - " -3.06897146e-01 3.26422949e-01 8.18830009e-02 1.20532824e-02\n", - " -9.59158115e-01 8.66358930e-02 -7.15624221e-01 1.31801721e-01\n", - " 5.33991060e-01 4.18942522e-01 1.40670701e-01 4.00929401e-01\n", - " 1.30461750e-02 3.70753339e-01 2.51102468e-01 5.42658420e-01\n", - " -1.64873714e-01 -1.46165098e-01 -2.12002616e-01 4.40710176e-02\n", - " -5.38627797e-01 -1.56602847e-01 4.29680273e-01 3.55945494e-01\n", - " -6.86609320e-02 -1.20856742e-01 -1.13054337e-01 -3.94896596e-01\n", - " -3.03749467e-01 -1.38588378e-01 -2.69499976e-01 -1.41031376e-01\n", - " 7.82837278e-02 4.33900602e-02 1.33306977e-01 2.83188443e-01\n", - " 3.03296783e-02 1.99739351e-01 2.39347140e-01 3.10690972e-01\n", - " -5.62058740e-01 -2.49835141e-01 6.66379674e-01 2.90122519e-01\n", - " -6.81618663e-02 -9.52279954e-02 -5.18546088e-01 -3.12851566e-01\n", - " -2.18275884e-01 -2.91576033e-01 -9.87486350e-03 -2.75096006e-01\n", - " -1.55959015e-01 7.78687386e-02 -9.29911848e-02 1.14820354e+00\n", - " -1.22212246e-02 3.57965249e-01 1.00667833e-01 -6.19346433e-03\n", - " 4.28339508e-01 4.72536745e-01 -4.23960970e-01 1.08104291e-01\n", - " -4.91338703e-01 -7.43901611e-01 9.27433604e-02 -3.95210121e-01\n", - " -2.86266486e-01 2.34493198e-01 8.50147949e-02 -3.22673370e-01\n", - " 2.32758611e-01 -2.42956167e-01 3.43261223e-01 3.78197477e-01\n", - " -7.99066653e-01 1.17781444e-01 -1.63894890e-01 3.58877513e-01\n", - " -4.16530925e-01 -1.79275415e-01 3.10848990e-01 -2.95259503e-01\n", - " -1.18194454e-01 -6.70691209e-02 3.15199213e-01 -3.01628673e-01\n", - " 3.27357124e-01 3.21304128e-01 4.14884947e-02 3.64288097e-02\n", - " 2.12157269e-01 2.27595358e-01 -1.05136357e-01 -2.04595422e-01\n", - " 2.52186467e-01 7.56027869e-02 3.26139242e-01 -2.82322963e-01\n", - " 7.13452923e-02 2.38254665e-01 -1.21437765e-02 4.49745496e-01\n", - " 2.20619526e-01 4.35856279e-02 3.06623347e-02 2.89714661e-02\n", - " -9.35981022e-01 -1.60848501e-01 3.19428979e-01 -7.63432089e-02\n", - " -5.97975159e-01 1.88327858e-01 1.04105585e-01 1.18270786e-01\n", - " -6.98018499e-01 3.54797063e-01 2.63875314e-01 -2.01014379e-01\n", - " -2.85509627e-01 6.73776999e-01 -2.26912121e-01 1.57448096e-01\n", - " -1.16699876e-01 -3.69823411e-01 3.45363849e-01 1.51617871e-01\n", - " -6.98074177e-01 -1.03273257e-01 1.37482343e-01 -7.36578159e-02\n", - " 1.30985330e-01 -5.50744269e-02 4.32752097e-01 -4.45010389e-02\n", - " -5.70736078e-01 -2.25645792e-01 -5.51280512e-01 -4.00879318e-01\n", - " 2.07193000e-01 2.22849109e-01 4.37039494e-01 -3.59752942e-01\n", - " -5.13740229e-02 4.10599110e-01 1.52541502e-01 2.94901883e-02\n", - " -7.50671035e-01 1.48911324e-02 -9.32216890e-02 -3.36000363e-01\n", - " 2.74882245e-01 2.11224172e-01 7.35019192e-01 1.13683625e-01\n", - " 5.10726591e-01 7.64327241e-02 8.92379973e-02 -1.88153369e-01\n", - " -1.21374229e-02 -2.59118795e-01 4.41418701e-01 2.73611002e-01\n", - " 2.12384903e-01 -3.56103135e-01 1.20400764e-01 -3.68510313e-01\n", - " 1.73661743e-01 1.10156766e-01 -3.01247608e-01 -1.64806688e-01\n", - " -4.32918770e-01 2.37960489e-01 6.93096902e-01 3.38115326e-01\n", - " -1.37862804e-01 -2.47343654e-02 -5.09986108e-01 6.99841555e-02\n", - " 4.27932871e-01 4.47837434e-01 -1.52882295e-01 8.77797065e-02\n", - " -8.42873630e-02 6.33076854e-02 -2.11604416e-01 -7.04501946e-02\n", - " -4.25476823e-01 2.40671227e-01 7.98218902e-02 5.02870838e-01]\n", "Found 354 total galaxies in catalog for cluster 8995\n", - "[-0.33328738 0.22646661 -0.1715324 -0.35709356 0.0153059 -0.56739458\n", - " -0.23612834 -0.44809629 0.3500709 0.33295923 0.11538389 -0.19214464\n", - " -0.23357403 0.03046796 -0.02181732 -0.15022681 -0.24888008 -0.11649043\n", - " 0.12720338 0.16754696 -0.08063711 0.29338722 -0.05947251 -0.02071355\n", - " -0.0438059 -0.42847336 -0.00463647 -0.20138921 0.38118342 -0.25811403\n", - " 0.27381353 -0.23235534 0.1579395 0.62059343 0.03352737 0.01038324\n", - " 0.34837901 0.20867921 -0.19346539 -0.40728018 0.24905795 0.32132971\n", - " 0.38761265 -0.37626609 -0.17373733 -0.10214914 -0.01124945 0.46472154\n", - " 0.24197351 0.38304014 0.10427629 0.1693521 0.40244725 -0.22245049\n", - " -0.00680723 -0.26918923 -0.01106694 0.32497945 0.02414939 0.02879153\n", - " 0.23790766 -0.48498645 0.01173499 0.12527595 0.15412506 0.10850548\n", - " -0.07214064 0.30096285 0.20759499 -0.09933547 0.39055968 0.24371755\n", - " 0.0829151 0.49529431 -0.37655027 -0.02342737 -0.30810864 -0.13090827\n", - " 0.15473808 -0.53225653 -0.01462987 -0.29478626 -0.07849062 0.41463405\n", - " -0.03552811 -0.24147568 0.0797 -0.20900569 -0.01928701 0.24109092\n", - " -0.37990763 -0.16581542 -0.34422944 0.55287061 -0.39062955 -0.56502613\n", - " -0.31204973 0.11308882 0.08938131 0.15371058 -0.03884707 -0.20615022\n", - " -0.06234643 -0.31827359 -0.53622574 0.27241913 0.0163131 0.28661665\n", - " 0.72516023 0.19079014 0.43867567 0.14314899 -0.31709536 -0.12583503\n", - " 0.561165 0.10610957 0.16408556 0.00487646 -0.12139762 -0.30741746\n", - " 0.44520333 0.02367913 0.11128142 -0.34365438 -0.06329792 -0.27800901\n", - " -0.47084236 -0.03150014 -0.14253312 0.40571511 0.08245256 -0.04419781\n", - " 0.23785988 -0.2366366 -0.06842177 -0.00662606 -0.15027936 -0.19830187\n", - " 0.00486492 0.06594299 0.11760205 -0.30196785 0.79882543 0.4505906\n", - " -0.15366421 -0.30892937 -0.20048644 0.34189583 0.41933082 -0.12891954\n", - " 0.39402521 -0.29452694 0.00091368 -0.42663241 0.21300184 0.2364784\n", - " 0.70685768 0.08628725 -0.3492639 0.29802311 0.32292696 -0.4661195\n", - " 0.41850591 0.23624895 -0.310672 0.09391005 0.18048705 0.44975998\n", - " 0.35834588 -0.45270395 -0.17556326 -0.19657066 0.01387256 0.09686091\n", - " 0.23726228 -0.56681979 0.16006425 -0.78893373 0.01509635 0.32092474\n", - " 0.06082456 -0.22114448 -0.1663642 -0.35712998 0.22558593 0.50514073\n", - " -0.02706012 0.02100719 0.31609935 -0.01176171 0.04077824 -0.0781279\n", - " -0.30250509 0.27288959 0.34940587 -0.48305329 0.3660898 -0.14536617\n", - " 0.66728365 0.02242461 0.87896318 -0.00931765 -0.23042436 -0.33830195\n", - " -0.43553176 -0.10046215 0.4087195 -0.21349483 -0.36875595 0.33685765\n", - " -0.87537689 -0.86975427 -0.11482585 -0.32447681 -0.22830156 -0.24294067\n", - " 0.05268699 0.23718472 0.71762067 -0.32717901 0.11430663 0.53066286\n", - " 0.0351723 0.26426342 0.04071095 -0.29274382 0.03698889 -0.4776297\n", - " 0.34087817 -0.5488466 -0.54992777 0.79543853 0.25765695 -0.12234191\n", - " 0.27767867 0.35200115 -0.26979613 0.26062879 0.31260422 0.21440904\n", - " 0.00965652 0.32876812 0.30821437 -0.65780837 -0.09725672 0.14033975\n", - " 0.18538993 0.32605056 -0.1638875 0.60917513 0.31772747 -0.04617466\n", - " -0.3072105 0.24883045 0.69820362 0.02107587 -0.16310777 -0.10675852\n", - " 0.05372072 0.43159981 -0.67997181 -0.44813968 0.64198288 -0.22413221\n", - " 0.37018242 0.07946377 0.23338452 -0.3244699 0.55975131 0.0791195\n", - " 0.05188054 -0.02959892 0.14442237 -0.20536778 -0.32280479 -0.31864141\n", - " 0.52162049 -0.07099068 0.05672675 -0.0453151 0.0428153 -0.34272153\n", - " -0.21184672 -0.0850936 0.13358369 0.23066366 -0.15906366 0.04303585\n", - " -0.49130776 0.11410901 0.25229389 -0.23086487 0.27084492 0.02526607\n", - " -0.12924335 -0.35524055 -0.02361277 -0.3639476 0.01566812 0.31174149\n", - " -0.65345327 0.11797621 0.48367303 -0.15971428 -0.14611116 0.23384357\n", - " -0.29145336 -0.34708816 -0.22723953 0.35871025 0.03034157 -0.26814855\n", - " 0.27160203 0.88928886 -0.51954778 0.20238364 -0.04049156 -0.16223816\n", - " 0.29720302 0.09929904 0.4555946 -0.22725948 -0.09475595 0.10044852\n", - " 0.61690433 0.36573924 0.28829322 0.26316388 0.52439267 0.24497133\n", - " 0.1256371 0.00679575 0.47718593 -0.45726711 -0.18527601 0.28313262\n", - " -0.20513689 0.26086451 0.0951411 -0.65040585 -0.14939975 -0.25885518\n", - " -0.04756736 -0.13121553 -0.10619009 -0.35648685 0.02260189 0.20897402\n", - " 0.13305347 0.04015996 -0.22363955 0.67920331 0.21663115 -0.40136146]\n", "Found 3085 total galaxies in catalog for cluster 7698\n", - "[-0.36207533 0.25325931 -0.13494906 ... 0.54904971 0.32263902\n", - " -0.19401332]\n", "Found 5985 total galaxies in catalog for cluster 10999\n", - "[-0.46873341 -0.42690413 -0.10612929 ... 0.40814144 0.18868981\n", - " 0.13158685]\n", "Found 444 total galaxies in catalog for cluster 9029\n", - "[-0.40621848 0.34130291 -0.25926906 0.13791426 -0.42479657 -0.10027386\n", - " 0.1321085 -0.53606432 0.24930034 0.16728535 -0.61918233 -0.07981064\n", - " -0.64008977 -0.316455 -0.53971461 -0.09262761 -0.38281026 0.20319445\n", - " -0.15141419 0.16453584 -0.2041256 -0.03032873 0.28018194 -0.31785931\n", - " 0.41560735 0.11728702 0.16279024 0.66035225 -0.04511271 0.12554052\n", - " 0.10596337 -0.06741836 -0.02292508 -0.45580986 -0.08913919 0.57546104\n", - " 0.27651851 -0.30446953 0.00144465 0.11008157 0.42571647 0.07258754\n", - " -0.01906134 0.00404746 0.28343356 -0.34338329 -0.34027192 0.36419255\n", - " 0.0046738 0.04600042 -0.43279789 -0.0310102 -0.26620165 -0.26950445\n", - " -0.3122448 -0.0247806 -0.18586426 0.34346996 -0.4053103 -0.35146647\n", - " 0.25713608 -0.40617403 0.00447913 -0.5759527 -0.64495672 0.00889397\n", - " 0.19764966 -0.2121611 -0.37931964 -0.12521679 -0.58759645 0.66807264\n", - " 0.16139419 0.16172108 -0.12472507 0.44049509 -0.13172874 0.01584005\n", - " -0.12135375 -0.43911987 -0.36916635 0.10265162 -0.28527668 -0.21879305\n", - " 0.61253206 0.34550136 0.00828845 -0.08840131 0.13365906 0.09238903\n", - " -0.16564145 -0.01453048 -0.79891672 0.29291961 0.24296079 0.47644177\n", - " -0.16140473 0.58946526 0.0706684 -0.18886797 0.29144306 -0.39292043\n", - " 0.02873681 0.33480973 0.2643902 0.10604667 0.35541021 -0.23033663\n", - " -0.25313097 -0.02126286 0.17733032 -0.21913754 0.00118601 0.48173871\n", - " -0.23717886 0.11896154 0.14635929 -0.20090619 -0.2295444 -0.06959334\n", - " -0.09366087 0.2019711 0.11750282 -0.48917647 -0.08354554 0.63129817\n", - " 0.40979477 0.41185704 -0.98118158 0.18602645 0.05590776 0.79702359\n", - " 0.2800182 -0.03865127 -0.12140424 0.42449225 0.21056706 -0.19512988\n", - " 0.46739792 -0.04274358 -0.13745631 -0.03800535 -0.1716561 -0.12287462\n", - " 0.14589219 -0.20012905 -0.44345988 0.04969433 0.15988947 -0.43260278\n", - " 0.49248948 0.08833567 -0.2419488 -0.29776992 -0.36114901 -0.01587852\n", - " 0.20001306 0.10902634 0.11916422 0.3496673 0.03583532 0.28822236\n", - " -0.04996388 -0.04182412 -0.29974445 -0.0523542 0.23810017 0.01009708\n", - " -0.42940157 0.22428077 0.37932466 -0.02721744 -0.10131051 -0.39741578\n", - " -0.10480869 -0.26812729 -0.17000539 -0.32413675 0.22872875 0.04379293\n", - " -0.1741897 0.05537219 -0.4156853 -0.66187923 -0.0296617 0.62541119\n", - " -0.00635463 0.19393005 -0.26947111 0.07997614 0.05136218 0.02380344\n", - " 0.3899948 0.23974565 -0.61546921 0.53469404 0.01167873 0.78443012\n", - " 0.18654565 -0.06649543 -0.94429141 0.50196403 -0.29199518 0.16462014\n", - " -0.25817914 0.09848253 0.33237573 0.23761045 0.01625084 -0.07598029\n", - " -0.29341918 -0.02912655 0.05087258 -0.36645199 -0.40615011 -0.05780532\n", - " 0.05957748 -0.38051877 -0.1602865 0.12588426 -0.29209458 0.01059186\n", - " -0.32691397 -0.15293934 0.03481798 -0.39490305 -0.68910021 -0.16205328\n", - " -0.08402306 -0.28605509 -0.15699934 -0.23906273 -0.09973854 0.30628024\n", - " -0.02348626 -0.17038434 0.03852633 0.3002941 0.37039816 -0.03498101\n", - " 0.30580137 0.04179987 -0.14023113 -0.53288504 0.17652931 -0.05399316\n", - " 0.14867183 0.40997907 -0.56813874 0.51002119 0.18004834 0.3545956\n", - " -0.55835184 -0.32743355 0.32191395 -0.62406554 0.18986889 0.66164362\n", - " -0.14917847 -0.09734834 0.3501816 0.07731631 -0.37158082 0.31053012\n", - " -0.03092215 0.36353126 -0.27001362 0.11654139 -0.30137236 -0.02530316\n", - " 0.27817255 0.1277271 0.60284654 -0.29801976 -0.01782273 0.33873607\n", - " -0.37647976 -0.46669981 -0.01276821 0.84851422 0.14950837 -0.25767088\n", - " -0.21484574 -0.63455644 0.85831443 0.13964813 -0.19243474 0.05670791\n", - " 0.5331781 -0.08166935 0.11313028 0.20156142 0.56770554 0.23490907\n", - " 0.33704001 0.00211126 -0.80561576 0.00380749 0.17940206 -0.68901394\n", - " 0.02384689 0.22886605 0.52260433 -0.22779766 0.39522344 -0.16854831\n", - " 0.2139928 -0.40604014 0.08870182 0.16990491 -0.05342385 -0.1956062\n", - " 0.03549142 0.02528662 -0.08136023 0.61261798 0.30500833 -0.54759787\n", - " 0.36134316 0.3846406 0.41512866 -0.40534983 0.83404197 -0.04687129\n", - " -0.90236484 0.3565715 -0.18930825 -0.3088628 0.72291185 -0.53304576\n", - " 0.55415135 0.34541945 0.16837428 0.01120576 -0.46931446 0.18862189\n", - " 0.20394832 -0.28398895 0.55500194 0.55156234 -0.08150295 -0.80318048\n", - " -0.59853807 0.18055047 -0.35777887 0.15177991 -0.19133223 0.00506629\n", - " -0.23449741 0.23821902 -0.72163073 0.43288776 -0.23774777 -0.13977536\n", - " 0.2414929 -0.41734091 -0.07888111 0.19276248 0.21139665 -0.03775593\n", - " -0.06079045 -0.55768413 0.35708479 -0.1542494 -0.49595944 0.09095414\n", - " 0.11389121 -0.06080202 -0.87272155 -0.45039841 -0.16743913 0.18513046\n", - " -0.05841584 -0.39783788 -0.06322693 -0.42628332 0.12748251 0.17641734\n", - " 0.4297474 0.00215341 0.33325483 0.30701085 -0.13466984 0.04613774\n", - " -0.56016997 -0.06727251 0.29425645 -0.52945321 -0.35610432 0.12317436\n", - " 0.3492758 -0.08228678 0.15110341 -0.0707211 -0.25797918 -0.02955696\n", - " 0.01513311 -0.40182504 -0.68266647 0.06398855 -0.16937318 -0.04890147\n", - " -0.03477311 -0.21112787 -0.48276226 0.08974432 0.27360648 -0.12096269\n", - " 0.34933854 0.3029309 0.1955923 -0.35261776 -0.2173084 0.1493104\n", - " 0.10214856 0.72451698 0.41948085 0.02139646 0.27992814 -0.08335735\n", - " -0.36013434 0.1955606 0.12265439 -0.24723663 -0.09202375 -0.64279567\n", - " 0.09246971 0.07596511 -0.50916646 0.21383772 -0.232478 -0.16708523\n", - " -0.63788935 -0.49250158 0.01076319 -0.4928784 -0.02223955 0.44480127\n", - " -0.45659031 0.59275028 0.50590873 0.1946529 0.13343446 -0.19369325]\n", "Found 996 total galaxies in catalog for cluster 9429\n", - "[-0.32070044 -0.59586012 -0.27877069 -0.11508351 -0.17588252 -0.3104115\n", - " -0.45755918 -0.04096451 0.28735869 0.27698622 0.23526991 0.16434562\n", - " 0.33485796 0.37224141 0.21490328 -0.04487898 0.24121598 0.13859365\n", - " 0.18220674 0.19875239 0.12877206 -0.33932791 -0.2458072 0.14574575\n", - " -0.13137339 -0.01213061 0.19111008 0.40902858 -0.11333974 -0.54325375\n", - " -0.13473591 -0.20417617 -0.22479329 -0.29876464 0.16449119 -0.52727192\n", - " 0.0465579 0.02983173 0.11566496 0.29251822 0.03492203 -0.11806515\n", - " 0.2534243 -0.19752962 0.14670473 0.46343652 0.33970988 -0.09212226\n", - " -0.22261048 0.0622398 0.2275993 0.19797787 -0.20744028 -0.34237048\n", - " 0.4018978 -0.10214556 0.6148307 0.45790822 0.04677203 0.11469836\n", - " 0.45307574 0.32023163 0.14439632 -0.19980543 -0.81079713 0.07855543\n", - " 0.42730329 -0.14178351 -0.28641997 0.13759888 -0.10932344 -0.43959187\n", - " -0.17537637 0.04045356 -0.28447936 0.29633781 0.41836561 0.25386649\n", - " 0.41941127 0.2236451 0.38219553 -0.24893896 0.072602 -0.44258765\n", - " -0.37646668 -0.33003583 -0.23492088 -0.32649358 -0.48090085 0.01775628\n", - " -0.15911302 -0.24841907 -0.73166194 -0.08828644 0.42686312 0.12598114\n", - " 0.29355631 -0.36074981 0.36569733 -0.16281337 0.05911628 -0.38734704\n", - " -0.52720612 -0.32949983 -0.13351634 0.36121 0.12897198 0.27116681\n", - " 0.33416456 0.31802526 -0.20425169 0.22085541 -0.12590707 -0.03967136\n", - " 0.22124681 0.02018891 0.43802995 0.19498582 0.08317506 -0.76043467\n", - " -0.05013424 -0.2340289 -0.10132973 0.30525935 -0.08587211 -0.12175982\n", - " -0.0019384 -0.41483415 0.05066893 -0.37680086 0.19949422 -0.31712666\n", - " 0.34218785 -0.12069676 0.3471514 -0.60138505 -0.45441423 0.3953348\n", - " 0.09540532 0.29581533 0.04053578 -0.34174007 0.17413931 0.57967481\n", - " -0.27457998 0.08338337 -0.27722534 0.50226439 0.34998987 -0.07279489\n", - " 0.07305777 0.38042512 0.22064408 -0.11179561 0.33081613 -0.31781672\n", - " -0.21981567 0.59339685 0.07780417 0.36253138 0.30166376 1.1352554\n", - " -0.26126915 0.30686362 0.20787268 0.6433126 -0.22602917 0.37910351\n", - " -0.03401996 -0.06390166 0.52604366 0.09966981 0.0458742 0.00238943\n", - " -0.09277888 0.05926454 0.03552474 -0.27415915 -0.35942767 -0.28476508\n", - " 0.63023238 -0.23095329 0.56999037 -0.58904717 -0.17887375 0.12684003\n", - " 0.12901849 0.74259927 -0.25237456 0.33410472 0.08374618 -0.19589771\n", - " 0.09777128 -0.43577529 0.15992281 -0.87342406 -0.50636663 -0.29339724\n", - " 0.21510894 0.00547151 0.34741835 -0.21118581 0.15185867 -0.07060388\n", - " 0.19380983 0.05502474 -0.42154574 0.5412002 -0.11463955 -0.22723427\n", - " 0.11814559 -0.27204977 -0.17815207 -0.01569725 -0.1969755 -0.49168562\n", - " -0.40255654 0.4008192 -0.10778247 0.29693777 0.43744156 -0.34101653\n", - " 0.34782408 -0.46052037 0.2204014 0.58013513 -0.14526084 -0.1141255\n", - " -0.18453906 -0.09897951 -0.46844948 0.31842738 -0.12924877 -0.06450562\n", - " 0.23325223 -0.24819856 0.43398844 -0.72784243 0.47739833 -0.03369909\n", - " -0.20732915 -0.16534245 -0.34633059 0.31619042 0.50966551 0.06105448\n", - " -0.17941655 -0.01630809 -0.39971929 0.37071204 -0.0665334 -0.6867044\n", - " 0.28702221 0.14406069 -0.218733 0.05352884 -0.09669283 -0.469821\n", - " -0.45461196 0.62338901 -0.30715465 0.2392256 0.03017286 0.14457717\n", - " 0.27159413 -0.24580553 -0.49214806 0.06613469 -0.44741477 0.55769045\n", - " 0.2026394 0.06221385 0.55288442 -0.11701379 0.00299509 0.08955596\n", - " 0.10303043 0.40023114 -0.28389806 0.08803696 0.21143691 0.08626763\n", - " 0.23520367 -0.23630652 -0.37881423 -0.3774212 0.21044362 0.3656993\n", - " 0.1619462 0.56119663 0.22770741 0.18447729 -0.64695934 0.69647439\n", - " -0.36479962 0.07003943 0.04412289 0.06916055 0.57054232 -0.11773551\n", - " -0.08839637 -0.12513785 0.52345871 -0.31004925 0.28520853 -0.60320166\n", - " 0.46516087 -0.24920942 0.02687181 -0.13935638 -0.67762323 -0.15645333\n", - " 0.22120892 -0.0822098 0.28753752 -0.39312772 -0.23075314 0.40267103\n", - " -0.35047265 -0.54657147 -0.26697529 -0.17170489 -0.43820054 -0.08559806\n", - " -0.15530964 0.1905982 0.68699767 0.03481603 -0.05763836 0.41079152\n", - " 0.53203565 0.46089504 0.20184449 -0.27145604 0.17181343 0.36503862\n", - " -0.02748432 -0.03922226 0.47028357 -0.08170142 -0.19215893 0.74978974\n", - " -0.3525015 0.18114147 -0.23881301 -0.324446 0.45645112 0.06013773\n", - " -0.23719557 -0.22998573 -0.48521411 0.56680396 -0.02628158 -0.38914242\n", - " -0.25286522 0.11383822 0.08758673 -0.02069074 0.00190166 0.22227655\n", - " 0.07106628 -0.50707842 0.34999529 -0.0990769 0.09788736 0.1976983\n", - " 0.08708996 0.04572167 0.40594485 -0.30703696 -0.27637813 -0.17501666\n", - " 0.0460963 -0.64944124 0.04473353 0.24370604 0.15211112 0.72030328\n", - " -0.2486715 -0.33285538 -0.61804093 0.17564822 0.04776005 -0.38553746\n", - " 0.29648091 -0.25697004 0.25463476 -0.52012109 0.10873726 0.12231168\n", - " 0.37938989 -0.20083796 0.16599765 0.05850684 0.20327342 -0.30791919\n", - " 0.08167071 -0.11510652 0.16716456 0.07319197 -0.07438863 -0.39410217\n", - " -0.00839043 0.30142164 -0.36178074 -0.63294356 -0.02113438 -0.14313052\n", - " -0.55298515 -0.16823596 0.1402671 -0.38512785 -0.44148252 -0.36297212\n", - " -0.48189008 0.51509746 0.10036439 -0.0624312 0.11017458 -0.14813867\n", - " 0.26922995 -0.11325639 0.074988 0.15360167 -0.11923627 0.18155578\n", - " -0.00544243 0.21787193 -0.15926178 -0.15157098 0.25506276 -0.06177983\n", - " 0.25948267 0.12772692 -0.52085755 -0.17489777 0.18207938 0.00310959\n", - " 0.45695612 -0.14725524 0.02915676 -0.56922793 0.1915937 -0.02761872\n", - " 0.52662127 0.05912952 -0.05312579 -0.01276746 0.18506329 -0.06331253\n", - " 0.19841413 -0.40939149 -0.14841837 -0.3131908 -0.19455889 -0.39883177\n", - " 0.10615758 0.1863419 0.04798103 0.06182457 -0.1468808 0.18438921\n", - " 0.05106129 0.22177844 -0.09585416 0.16354643 -0.08687551 0.50237543\n", - " -0.04716322 -0.2735661 0.41083877 -0.13615495 0.16681089 -0.31732084\n", - " -0.09484485 -0.18375546 -0.0326146 -0.10929031 0.18021875 -0.03625283\n", - " -0.32592647 -0.29866584 0.06861653 -0.3537358 -0.05038012 -0.46258387\n", - " -0.03885591 0.36210412 0.50307641 0.31134382 0.24892538 -0.40939465\n", - " 0.12403091 0.06632646 0.67767291 0.46477782 0.01439181 -0.01466244\n", - " 0.51088432 0.45238752 0.13121054 -0.09615029 -0.61544893 0.23436479\n", - " -0.20634647 0.23946205 -0.78983601 0.50270004 0.06993487 0.10414779\n", - " -0.11866651 -0.02274453 0.10364559 -0.12815671 0.55955852 0.60325238\n", - " -0.60146447 0.88305853 0.64827493 -0.07720056 0.04278793 0.28201691\n", - " 0.04752418 0.35286181 -0.32893039 0.21070975 -0.09592272 0.44131781\n", - " 0.27637828 0.00133294 -0.10438938 -0.07936432 -0.37881229 0.58776766\n", - " -0.22523773 0.025679 0.23531212 -0.0756422 -0.05214112 -0.21566398\n", - " -0.07127 0.10993083 0.20447471 -0.05732777 0.42129148 -0.35413525\n", - " -0.32658416 -0.38378384 0.51099252 -0.27130485 -0.23962751 0.16283045\n", - " 0.34387099 -0.142684 -0.07591743 0.17412045 0.36214767 -0.21006421\n", - " 0.03445849 -0.3911257 0.36205384 -0.20120911 0.32225885 0.14874016\n", - " -0.3071228 -0.05370304 -0.07725091 -0.18861204 -0.30156077 -0.56650082\n", - " -0.39879338 -0.39076202 -0.52349268 0.1344943 -0.20548118 -0.44973305\n", - " 0.1827592 0.52488369 -0.24424627 -0.1138886 0.13433963 0.42880763\n", - " -0.04985177 0.20665445 -0.10437174 0.07274375 -0.36153185 -0.2048593\n", - " 0.6938062 -0.10105222 0.26231866 -0.35736254 0.55738418 -0.02563541\n", - " 0.01879461 0.42412937 0.0930324 -0.17597548 -0.06194318 0.0098743\n", - " -0.08484034 0.05110182 0.25780849 -0.15456737 -0.19372948 -0.00433569\n", - " 0.21066927 -0.30060678 0.32674815 0.11880137 -0.23076295 0.42775258\n", - " -0.16291913 0.41657319 -0.69223598 -0.50686016 -0.33235989 0.07474454\n", - " 0.1282986 -0.03667451 -0.40487725 0.45535773 0.40660193 0.42663529\n", - " -0.05774449 0.62131953 -0.05735802 0.06255515 -0.14747706 0.31622553\n", - " 0.00897642 -0.15950095 -0.29856698 0.22757294 -0.31276069 0.14545061\n", - " 0.8498989 0.2090606 -0.35082285 -0.09261876 -0.10612699 0.01866994\n", - " 0.0832127 -0.59278215 0.08878154 0.17010134 0.50165249 -0.73508013\n", - " 0.24322169 0.00237148 -0.22375623 0.03714029 0.00681532 -0.2297928\n", - " -0.04489407 0.05503599 0.18341956 -0.06803497 0.13949593 0.89409267\n", - " 0.11246483 -0.76636815 0.34188125 -0.31262239 -0.43354065 -0.02286311\n", - " -0.14293803 -0.26218232 0.81359515 -0.25341329 0.21708535 0.13591861\n", - " 0.16032655 -0.40224279 -0.20702651 0.13357267 0.06250775 0.26372624\n", - " 0.25848028 -0.11751531 0.29828685 -0.16639679 0.45860956 0.25417437\n", - " 0.29127874 -0.38959003 0.59793432 -0.3977979 -0.8861417 0.7798843\n", - " 0.05227809 0.54985566 0.45824908 -0.01251654 -0.24876707 0.42889857\n", - " -0.04523248 -0.53610178 0.18351578 0.0924256 0.18000529 -0.25385657\n", - " 0.40289268 -0.16426738 -0.57760877 0.16054656 0.11297114 -0.84925579\n", - " -0.1453275 -0.00843089 0.19663863 -0.16862456 -0.08690102 -0.14288209\n", - " 0.08772569 -0.00626569 -0.12212821 0.3874419 0.47031862 0.69732613\n", - " 0.38705409 0.49076085 -0.15676545 -0.18745168 0.25160308 -0.1919109\n", - " -0.34178532 0.05119074 0.0866622 0.49256264 0.28835609 0.08360661\n", - " -0.04238839 -0.78380508 0.50203007 0.01982833 0.15428487 0.10377836\n", - " -0.15187852 -0.73198788 0.27886782 0.36408128 -0.27066103 -0.51805615\n", - " -0.18655825 -0.37752277 -0.69226568 -0.49384953 0.04056942 0.30948294\n", - " 0.02126839 0.28611184 0.17122933 -0.04319728 0.15219989 0.12354914\n", - " 0.07678914 0.13230674 -0.30540673 -0.17510133 -0.18934698 -0.24408813\n", - " -0.15205919 -0.01444179 0.11548081 0.58424426 -0.55356673 0.04876047\n", - " -0.25070026 -0.52478136 0.56428843 -0.48894773 -0.17015302 -0.44066478\n", - " -0.33494865 0.29969985 0.04966773 0.17758737 0.51381665 -0.06070906\n", - " 0.32442615 0.30996059 0.65935598 0.25166398 -0.50830096 0.09132303\n", - " 0.3247741 0.22355646 0.22719493 0.15322427 0.15658623 -0.94416194\n", - " 0.35281412 0.11278493 0.36724778 -0.31618299 0.15090708 0.17884742\n", - " 0.35090746 0.33857692 0.38222694 0.27516178 -0.37132094 -0.06753358\n", - " 0.2249225 -0.43679502 -0.26571766 0.38458863 -0.03141019 -0.20408694\n", - " -0.18114245 0.70926132 -0.29762919 0.14001529 0.28513835 -0.41257323\n", - " -0.33388289 0.83468912 0.28757138 -0.12782648 -0.22494334 1.11341316\n", - " 0.01264932 0.49646116 -0.33491402 -0.23637052 -0.25911426 -0.03160314\n", - " -0.27469476 -0.2991318 0.18380716 -0.51950315 0.15186887 0.07512892\n", - " -0.2917263 -0.39451309 0.35981296 0.36254888 -0.44456767 0.31392823\n", - " 0.05938513 0.23149657 0.42014052 -0.20993918 0.35287695 0.14819634\n", - " 0.2236107 -0.39065824 -0.12351988 -0.0689687 0.21262471 0.03740476\n", - " 0.25271145 0.63854361 -0.23372222 0.08378527 0.28830994 -0.31271967\n", - " -0.03380263 0.17302535 -0.56579486 0.11140832 -0.12469742 -0.23196112\n", - " 0.00345436 -0.20079743 0.06641831 0.37339294 -0.50047526 -0.09284369\n", - " -0.14082234 -0.28150972 -0.05977079 -0.40057601 -0.20943348 -0.11191605\n", - " -0.07623964 0.09526994 -0.34355792 -0.08597654 -0.5359817 0.13060148\n", - " -0.26245991 0.20863946 0.19744702 0.21295153 -0.15815185 0.0529965\n", - " 0.24189374 0.26220022 -0.11410033 -0.00150047 0.4318525 0.41089288\n", - " -0.19424428 0.52420589 0.09584637 -0.33702941 -0.52923344 0.43978278\n", - " 0.86673583 -0.13175263 0.95583912 0.35372934 -0.67850348 0.13591246\n", - " 0.3645188 -0.3242153 -0.12488492 -0.50282547 0.04075596 -0.32376916\n", - " 0.30640326 0.25005107 0.33173671 -0.00143331 0.0606737 -0.27181093\n", - " 0.47760795 0.14082568 0.05515651 -0.15746268 0.15539351 -0.48226497\n", - " 0.02726902 -0.16278423 0.29050807 -0.2482648 -0.55420406 0.15418182\n", - " -0.75216161 0.02270851 -0.02052302 0.10389868 0.28142936 0.33737829\n", - " 0.32371691 0.39572475 0.23293254 -0.00858959 -0.13259717 0.43040972\n", - " 0.32688614 -0.2817817 0.44264791 0.23586897 0.13297285 0.16807694\n", - " -0.11501075 -0.52424797 0.10544351 0.52249156 0.03348321 0.34586416\n", - " 0.23436358 -0.06830324 -0.59665671 -0.29045494 0.15373533 -0.12436593\n", - " 0.05665828 0.00565112 -0.06138738 0.07483602 -0.14917763 -0.54547867\n", - " -0.11211503 -0.23485693 -0.04433908 0.52310781 0.01784844 -0.0426758\n", - " -0.36037546 0.06499547 0.20405058 0.13961824 0.01248654 0.03117243\n", - " 0.16160374 -0.40168306 -0.27752449 -0.09464722 -0.06277054 -0.41559862\n", - " -0.2692366 -0.47846993 0.28081245 0.10595469 -0.1237212 0.18741797\n", - " 0.41600371 -0.02156669 0.42278036 0.08676015 -0.02562902 0.09611013]\n", "Found 2072 total galaxies in catalog for cluster 10146\n", - "[-0.09301634 -0.14766319 -0.09393535 ... -0.4845409 0.45206692\n", - " -0.23954712]\n", "Found 2695 total galaxies in catalog for cluster 14476\n", - "[-0.09839889 0.31116269 0.49967488 ... -0.49955209 -0.06789297\n", - " 0.07547414]\n", "Found 119 total galaxies in catalog for cluster 8395\n", - "[ 9.88519590e-02 -1.01509373e-01 -1.16472183e-01 -1.93150526e-01\n", - " 4.53404227e-01 -2.61391206e-01 2.15914058e-01 -7.47065694e-02\n", - " 5.88950267e-03 -7.20319739e-02 5.18779017e-01 -4.85509896e-02\n", - " 2.96556671e-01 2.11632910e-01 -1.87893633e-01 -6.63157674e-03\n", - " 2.40979112e-01 -2.91427339e-01 9.30954183e-02 -1.22560405e-02\n", - " 3.05396484e-01 -1.14537153e-01 3.63923329e-01 -8.03667618e-02\n", - " 1.19426042e-01 2.52079013e-01 1.81053452e-01 -1.04429791e-01\n", - " -3.30920358e-01 -1.50768257e-01 5.30700082e-02 -1.03019991e-01\n", - " 1.14231094e-01 7.41442916e-02 -4.63887701e-01 -2.10132275e-01\n", - " 4.09071826e-02 -9.52082437e-02 -8.65655907e-02 6.45128966e-02\n", - " -2.99909328e-01 2.61619723e-02 3.37289126e-02 2.40732077e-01\n", - " -1.04007610e-01 5.41520531e-01 9.72240444e-01 1.30545574e-01\n", - " -3.47411085e-01 -1.33150495e-01 -4.64613337e-01 -3.01471596e-01\n", - " -6.11386325e-03 -8.78101769e-02 2.97915541e-01 2.20579544e-02\n", - " 4.73626353e-01 -6.71322676e-02 1.74270703e-01 -2.92753175e-01\n", - " -2.85625309e-01 -2.12765682e-01 -3.11248596e-01 -1.91744076e-01\n", - " 3.67393122e-01 3.02189297e-01 7.86492848e-01 2.79439186e-01\n", - " -2.77682948e-02 9.81112627e-03 -3.83312846e-01 7.06969330e-02\n", - " 3.13363807e-01 8.69156882e-02 -3.03851507e-01 9.74533511e-02\n", - " -8.91845997e-02 -2.65022653e-01 -2.33121803e-01 1.83216968e-01\n", - " 1.48024873e-01 1.36643641e-01 -3.62327201e-01 3.86518939e-01\n", - " 6.86060609e-01 3.79947655e-01 -2.14660569e-01 -5.93845963e-01\n", - " -1.36715321e-01 -2.01602184e-02 2.99258185e-01 -7.14304793e-01\n", - " -1.33956815e-01 -2.67236538e-01 5.66958099e-01 -6.13886439e-04\n", - " -5.77444149e-01 -7.15576556e-01 -3.31430260e-01 -5.14708580e-01\n", - " -1.70602668e-01 -3.45925647e-01 -6.23351890e-01 -1.82669821e-01\n", - " 5.09632888e-01 -6.68813556e-02 6.35691653e-01 -1.93210716e-01\n", - " 4.18286705e-01 -2.74342215e-01 -2.97073096e-01 1.06906480e-01\n", - " 2.18249173e-01 -4.10439715e-01 7.75734406e-02 7.54034988e-02\n", - " 7.73385304e-02 2.43651870e-01 1.84592797e-02]\n", "Found 3612 total galaxies in catalog for cluster 16657\n", - "[-0.37344822 -0.16114298 -0.56282042 ... 0.01057191 -0.22037353\n", - " -0.23492938]\n", "Found 2732 total galaxies in catalog for cluster 13039\n", - "[-0.42915416 0.328251 0.0542146 ... 0.31549379 0.34151483\n", - " 0.47633672]\n", "Found 2714 total galaxies in catalog for cluster 15382\n", - "[ 0.24963568 -0.28945879 -0.32911963 ... 0.20702661 0.00927588\n", - " -0.13378937]\n", "Found 1343 total galaxies in catalog for cluster 17011\n", - "[-0.17983863 -0.27069354 -0.32758565 ... -0.08740959 -0.07087565\n", - " 0.2199447 ]\n", "Found 6019 total galaxies in catalog for cluster 8523\n", - "[ 0.46240308 0.11131437 0.15620453 ... 0.22391243 0.08804989\n", - " -0.12540515]\n", "Found 1038 total galaxies in catalog for cluster 11300\n", - "[ 0.32422313 0.22090716 -0.3214698 ... 0.61638037 -0.24263329\n", - " -0.00500442]\n", "Found 6292 total galaxies in catalog for cluster 17462\n", - "[-0.46898861 -0.44096294 0.08604282 ... 0.12923278 -0.00881185\n", - " 0.10644044]\n", "Found 1520 total galaxies in catalog for cluster 13025\n", - "[-0.16420193 -0.2721672 -0.15514769 ... -0.17618099 0.05275842\n", - " -0.30636958]\n", "Found 2090 total galaxies in catalog for cluster 21385\n", - "[ 0.97435677 -0.24014002 0.03666096 ... -0.38755444 0.25816139\n", - " -0.11583338]\n", "Found 2591 total galaxies in catalog for cluster 20888\n", - "[ 0.30547984 -0.00495302 -0.08262206 ... -0.43935632 0.07448263\n", - " 0.07390696]\n", "Found 3139 total galaxies in catalog for cluster 21815\n", - "[ 0.36968895 -0.01878521 0.09142717 ... -0.12592323 0.12949039\n", - " 0.1622572 ]\n", "Found 528 total galaxies in catalog for cluster 7594\n", - "[ 0.4148287 0.36583582 -0.04273381 -0.03606601 -0.09427687 0.05102778\n", - " -0.40704268 0.57968679 -0.06380509 0.63256008 0.29076705 -0.17792454\n", - " 0.10565443 0.0655149 0.7677424 0.53296682 0.01734016 -0.35804119\n", - " 0.36231324 0.08299337 0.25998257 -0.08368741 0.08312986 -0.17693217\n", - " -0.06754852 -0.10939401 0.22654068 0.04645301 0.00674063 0.08088697\n", - " -0.28299921 -0.79083374 0.28031253 0.36483446 -0.38487101 -0.04525458\n", - " -0.36131002 -0.12948619 -0.19659816 0.40422093 0.17388816 -0.11436673\n", - " 0.04535149 0.45476635 -0.48517606 -0.32713122 -0.14967202 -0.57928909\n", - " 0.12905885 0.02849444 0.38361723 0.31600254 -0.2458576 -0.50768222\n", - " -0.59500232 -0.06537669 0.08201641 0.08881582 -0.26866988 -0.41761089\n", - " -0.13141916 -0.07115593 -0.51393592 0.45234187 -0.34987248 -0.52963895\n", - " 1.12272546 -0.71252115 0.00435859 -0.04667826 0.06754446 0.30549672\n", - " 0.02995407 0.13979024 0.66454029 0.01004831 -0.18061823 -0.10953929\n", - " -0.32892671 -0.04399476 -0.37661234 0.80645325 -0.06634132 -0.29851988\n", - " -0.30996354 0.47258432 0.82070956 -0.77284771 0.01362897 -0.50713651\n", - " -0.14931594 0.36729959 0.36582866 0.4686743 0.05722707 -0.24374384\n", - " -0.29127664 0.09885636 -0.54708779 0.65278417 0.25489266 0.35194959\n", - " -0.11659748 0.03252509 -0.41347525 -0.02300606 -0.01383633 0.25195008\n", - " -0.37879151 0.18724395 -0.61732585 0.10184008 -0.18951007 -0.20919177\n", - " 0.26717522 -0.31684544 0.38932738 -0.11069036 0.09787267 0.30833922\n", - " 0.31219007 -0.10571727 -0.26938052 0.10495292 0.14078032 -0.39518063\n", - " 0.431902 -0.16127525 0.18597873 0.25559488 -0.02198049 0.229587\n", - " 0.08220185 -0.60337648 -0.56007691 -0.00220473 -0.81690401 -0.05684695\n", - " -0.10569059 0.05886586 -0.23696811 -0.5150759 -0.30789079 -0.39761613\n", - " 0.04562172 -0.35542667 -0.03056307 -0.15269585 0.61000924 -0.1543628\n", - " 0.07422262 -0.19799848 -0.02606928 -0.06347383 0.45116919 0.40772621\n", - " 0.37726957 1.26005671 -0.17367829 0.69352368 -0.46731276 0.1902273\n", - " -0.30267305 -0.44443092 0.02212246 -0.40800947 0.00465691 0.67838225\n", - " 0.25992837 0.04907253 -0.42857505 0.02170437 0.25633814 -0.12980329\n", - " -0.23598598 0.12505408 0.04370205 -0.34795168 0.30177325 -0.01574549\n", - " -0.28652583 0.30019001 -0.65133614 -0.07804704 0.06064216 -0.06820663\n", - " -0.04127136 -0.53644999 0.35957889 0.34349306 -0.40436677 0.26428351\n", - " 0.22758487 -0.02872034 -0.26065139 1.02860703 -0.22785263 0.0689024\n", - " -0.04118195 0.50179868 -0.3730529 0.20065012 -0.11429466 0.02539252\n", - " -0.24319319 0.10065569 0.93445359 0.13540892 0.13539375 -0.31553071\n", - " 0.11296309 -0.19026112 0.10134078 -0.06435773 -0.14765612 0.0843886\n", - " -0.7813465 -0.23402116 0.33842254 -0.05050992 -0.29533253 0.32426964\n", - " 0.28480905 -0.25103854 -0.33239587 0.27203598 -0.32975417 0.02547501\n", - " 0.42650436 0.00898842 0.25701758 -0.24837527 0.32430744 0.08515314\n", - " 0.20844029 -0.038444 -0.25581879 0.15380399 -0.28001253 0.5542908\n", - " 0.22235081 -0.01086804 -0.03752139 -0.33606823 -0.5130149 0.08141854\n", - " 0.09670728 -0.02560674 -0.02993688 0.04273043 0.21987166 -0.37581449\n", - " -0.23758146 0.03210022 -0.23389384 -0.13082114 0.00399492 -0.19030491\n", - " 0.29279218 -0.42785237 -0.84666518 0.21841527 -0.6391771 -0.2292023\n", - " -0.77224244 0.23902015 0.26198801 0.3154046 -0.15744683 0.32484789\n", - " -0.33688678 0.20824482 0.15280672 0.40059469 -0.401067 -0.56340547\n", - " 0.26911657 -0.1700832 0.18948614 0.68423156 -0.99770059 0.49484529\n", - " -0.17906933 0.07693071 -0.02090522 0.11052146 0.02107822 -0.20624147\n", - " 0.03244079 0.66701209 0.04202638 0.27960894 -0.13492569 0.01286865\n", - " 0.27357873 0.03275781 0.03046628 -0.08271889 0.55430517 0.29834748\n", - " 0.24938516 0.34825668 -0.051362 0.35091379 -0.63679641 -0.12304148\n", - " 0.44737458 0.10745849 -0.02165908 -0.16242998 0.34336994 0.21455333\n", - " -0.44590137 0.92381916 -0.56485987 0.64730873 -0.25226856 -0.30936231\n", - " -1.10440856 0.5348908 -0.05899834 0.36397617 -0.46110089 0.02978105\n", - " -0.32637527 -0.20325025 -0.57980965 -0.11513019 0.16424808 -0.87828006\n", - " -0.02940846 -0.25928882 -0.13702474 0.04415883 -0.18502865 0.02147588\n", - " 0.11799351 -0.33302556 0.00278655 0.46891817 -0.15888259 0.65149964\n", - " 0.24525045 0.17825479 0.06506479 -0.392229 -0.0093155 0.08230825\n", - " -0.14506276 -0.35049635 -0.61775145 0.27519682 0.68367677 -0.04155434\n", - " -0.55008174 0.12438588 0.29292708 0.32818345 0.02526154 0.26589428\n", - " -0.29901621 0.08454002 0.07934351 0.03357051 0.1075759 0.32300429\n", - " 0.25837293 -0.23926176 0.45672817 -0.35462047 -0.34312555 -0.60542773\n", - " -0.41569936 0.1470522 0.03446498 0.37380367 0.45633085 -0.16237909\n", - " 0.51565318 0.31479497 -0.35379715 0.19128033 0.69274622 0.85739998\n", - " -0.19755766 -0.04336481 0.05845497 -0.20658214 -0.12247482 -0.83534997\n", - " 0.5234883 -0.01679088 -0.51576638 -0.07610408 0.06598769 0.06966481\n", - " -0.10239449 0.44533681 -0.29868525 -0.01769809 -0.437717 0.41683651\n", - " 0.18758657 0.03223796 0.03686526 -0.12970263 0.30664565 -0.1634017\n", - " -0.27026027 0.54434752 -0.01978872 -0.03483089 0.04287457 -0.11908611\n", - " -0.29655684 0.67088283 -0.14814275 0.41014018 0.57477295 -0.548101\n", - " -0.16870705 0.27941314 0.01987198 -0.06745345 -0.42693317 -0.4045391\n", - " -0.34967251 0.29670395 0.00722736 0.60084113 -0.12007028 -0.22045132\n", - " 0.20333557 -0.30924206 0.57027367 0.43822786 0.14144565 -0.09761751\n", - " 0.30570261 -0.40998212 0.00466794 0.08776051 0.38304132 -0.05780196\n", - " 0.09971385 0.09609866 -0.55726051 -0.42225736 -0.02208013 0.02821444\n", - " 0.1196532 0.09197113 0.34758796 0.21121059 0.07410321 -0.11232335\n", - " -0.57639097 0.30473636 -0.54690188 -0.22745718 -0.0919727 -0.3983238\n", - " -0.09444019 -0.47918469 -0.11682458 -0.47928263 -0.53584335 -0.06864842\n", - " -0.07182491 -0.48403216 0.18823285 -0.19705112 -0.49704093 -0.57460471\n", - " 0.19952524 -0.73470498 -0.04223818 -0.39593027 0.08151534 -0.32457538\n", - " 0.60791008 0.11229508 -0.42399767 0.07796481 0.1429695 -0.05903867\n", - " 0.42036027 -0.19687549 0.07683616 -0.07328153 0.15557104 -0.11847654\n", - " 0.48118059 -0.20265743 -0.30433167 -0.2513005 0.15404877 -0.38804656\n", - " 0.23356137 0.593075 0.02208283 -0.51251008 0.08932061 0.13663391\n", - " -0.42404347 0.42908605 -0.53563272 -0.2152071 -0.10546555 -0.35219251\n", - " -0.1002672 -0.37449184 0.07365226 -0.16500196 -0.23120522 -0.10689376\n", - " 0.35304641 0.30934996 0.27270471 0.03863282 -0.1408932 -0.06865092\n", - " -0.42244021 0.07301302 -0.28174078 0.40327137 0.55772431 0.23430754]\n", "Found 363 total galaxies in catalog for cluster 21425\n", - "[ 0.12865325 -0.50073158 -0.21455778 0.08142309 -0.0581186 -0.54194678\n", - " 0.07274416 0.3164121 -0.59437843 -0.05971048 0.10615071 -0.10201427\n", - " -0.4425675 -0.5551989 -0.1856139 -0.42904609 -0.46027351 0.33485884\n", - " -0.03756416 -0.48572257 0.30021232 -0.02976088 -0.57151511 -0.08581666\n", - " 1.0194006 -0.09920807 0.28519517 0.14623752 0.28123683 -0.18781061\n", - " -0.29062912 -0.18066346 -0.02147303 -0.56790177 -0.05271914 -0.11014136\n", - " 0.0372321 0.28921434 0.7430637 0.10832698 0.52200387 -0.21123362\n", - " 0.05727779 0.35690819 0.38034753 -0.06136625 0.36110539 0.75654846\n", - " 0.07593434 -0.02265002 -0.42722941 -0.20346555 -0.03156488 0.48553569\n", - " -0.7731378 0.04277972 -0.32833915 -0.691879 0.05742999 0.25290594\n", - " 0.30767771 0.21953612 -0.02749896 0.80338195 -0.31490549 0.66671091\n", - " 0.35702418 -0.07236623 0.57343552 0.28614705 0.23257222 -0.05844837\n", - " 0.20675104 -0.64598601 -0.21302833 0.5160142 0.01503329 -0.06417039\n", - " -0.17960807 0.35504844 -0.0841198 0.29948141 0.14104369 -0.39622678\n", - " 0.09301744 -0.40392762 -0.25379498 0.25552879 0.00727522 -0.3575193\n", - " 0.33604709 0.02762268 0.01119395 -0.11174992 0.69789653 -0.18191217\n", - " 0.2127361 -0.04996312 0.20544051 -0.01722528 0.04089579 -0.03265726\n", - " 0.04565868 -0.36701451 0.12065085 -0.01507049 0.25701072 0.00644498\n", - " -0.31236302 -0.13976147 0.06139685 -1.36658874 -0.6955492 0.34262504\n", - " -0.22733882 -0.07635527 0.36532541 -0.04000043 -0.16371839 0.2280705\n", - " -0.18257671 0.57036061 0.5241704 -0.04647785 -0.24690471 0.4440234\n", - " 0.28397774 0.11088958 0.37730119 -0.30565483 0.04166702 0.24737615\n", - " 0.42990458 0.26992416 0.19109203 0.47685012 -0.04087262 -0.18738724\n", - " 0.39616275 0.29185726 -0.35083836 -0.15458335 0.0554253 0.09648641\n", - " 0.23520322 0.21541947 0.36430159 0.0884299 -0.20495198 -0.07583424\n", - " 0.60466969 -0.36920923 0.29987496 -0.06342585 -0.29210859 0.21922923\n", - " 0.4069364 0.25984654 0.26834143 -0.10364101 -0.07362846 -0.3490774\n", - " -0.07025299 0.35466482 -0.27111302 -0.19954867 0.04491839 0.2416247\n", - " -0.46379052 -0.06127095 0.18738681 -0.82153601 -0.14824564 0.03668071\n", - " -0.04575419 0.14682096 0.35676437 0.21868598 -0.16347102 -0.48928871\n", - " 0.02383793 -0.2412709 0.50253807 0.10619094 0.51216867 0.53300012\n", - " -0.1671691 0.11950077 -0.78351777 0.90236483 -0.13952187 -0.10051246\n", - " -0.11975097 -0.31610937 -0.28859572 -0.40420286 -0.22220821 -0.41430381\n", - " 0.27087113 0.39679085 0.0101012 0.24281481 0.03984988 0.07369328\n", - " 0.3094779 -0.02088733 0.25276739 0.06337256 -0.13663277 0.01523226\n", - " -0.22863575 -0.06462556 0.02413956 -0.28338476 -0.52325901 -0.30049803\n", - " -0.1508835 -0.11026225 -0.29045518 -0.53852533 0.45493242 0.62294633\n", - " 0.2515721 0.19491586 0.06855322 -0.09887721 0.60046859 0.24429504\n", - " 0.15058322 0.64413374 -0.07427611 0.34701323 0.09813453 -0.31143254\n", - " 0.33810485 0.31035909 -0.20016836 -0.12924621 -0.43408304 -0.26029206\n", - " -0.39678347 0.1980837 0.0069345 0.41789976 0.1340257 0.70171275\n", - " 0.09258559 0.65896305 0.19861242 0.25264586 -0.07267456 0.89730254\n", - " 0.00911943 1.12794212 -0.35671139 -0.24698759 0.37843449 0.23849595\n", - " 0.21909592 -0.50905042 0.61958561 0.40951426 -0.26874378 -0.04433986\n", - " -0.28308648 0.15835204 -0.32490815 0.58387722 -0.11735693 0.16410444\n", - " 0.92034512 0.19178726 -0.40820321 0.70971526 0.27739091 0.26566508\n", - " -0.05065372 0.46219144 -0.22672129 0.02006295 -0.66461433 -0.37822873\n", - " 0.24441118 0.15289579 0.02201456 -0.40828986 -0.1586489 0.03207635\n", - " -0.30083267 0.58958193 -0.1078832 -0.24426667 -0.12942213 -0.16350449\n", - " 0.48685542 0.21242035 -0.24947907 -0.0766194 0.82413693 -0.11061841\n", - " -0.54407912 -0.15121678 -0.18784456 -0.35964714 -0.44045656 0.49045665\n", - " -0.02105876 0.07895846 0.09445705 0.53426113 0.33373843 0.28078436\n", - " 0.35214349 0.09439156 0.29161111 -0.44936477 -0.08583967 -0.0942686\n", - " 0.6414984 0.15369764 -0.26766705 0.1390524 -0.18780865 -0.12322346\n", - " 0.48905646 0.07719132 0.50983836 0.10436711 0.00365296 0.1546404\n", - " -0.18919009 -0.31564115 -0.70673097 0.43005603 -0.10666213 -0.10659039\n", - " -0.01492292 -0.0682248 0.03353563 -0.21173588 -0.21327841 -0.53552382\n", - " -0.16976319 -0.04713466 0.37663845 -0.10087233 0.31842722 0.55016882\n", - " -0.18894763 -0.21528593 -0.41293587 0.14372116 -0.69448612 -0.26976153\n", - " 0.04676689 0.38121629 0.07620166 -0.08006428 0.40794191 0.10277776\n", - " -0.05518569 -0.46648438 -0.21227537]\n", "Found 7786 total galaxies in catalog for cluster 30553\n", - "[-0.44449465 -0.38810593 -0.09664437 ... 0.41326337 0.18350303\n", - " -0.14555847]\n", "Found 1777 total galaxies in catalog for cluster 11651\n", - "[-0.33515733 0.19848149 -0.08900402 ... -0.19016788 0.397141\n", - " -0.16584072]\n", "Found 2526 total galaxies in catalog for cluster 27728\n", - "[ 0.13694897 0.1554163 0.30953454 ... -0.30344544 -0.22345805\n", - " -0.20146981]\n", "Found 2665 total galaxies in catalog for cluster 30757\n", - "[0.13946427 0.06245966 0.37105132 ... 0.00066648 0.01931731 0.14546627]\n", "Found 5370 total galaxies in catalog for cluster 32634\n", - "[-0.09551192 0.09198529 0.21382127 ... 0.33627811 -0.41407367\n", - " -0.14949823]\n", "Found 3080 total galaxies in catalog for cluster 33429\n", - "[ 0.20546725 0.04636569 -0.21523643 ... -0.51893021 0.27135047\n", - " -0.06322628]\n", "Found 1942 total galaxies in catalog for cluster 15656\n", - "[ 0.01148406 -0.13790827 -0.17032915 ... -0.40605118 0.47062627\n", - " -0.25639667]\n", "Found 662 total galaxies in catalog for cluster 29784\n", - "[-4.93485033e-01 -3.93182798e-02 1.15591253e-01 -4.85935257e-01\n", - " 4.27971668e-01 1.25320157e-02 2.30907641e-01 4.86057397e-01\n", - " 2.77246671e-01 -3.10816712e-01 -3.18679794e-01 -5.10387034e-01\n", - " 3.67945367e-01 5.76948572e-03 -8.53625264e-02 2.36921093e-01\n", - " 2.47834973e-01 -5.46050449e-01 4.27611390e-01 1.40895063e-01\n", - " 4.20044527e-02 1.92441562e-01 -5.33161727e-02 -1.21445889e-01\n", - " -4.42323908e-01 3.09001224e-01 4.73252359e-01 2.23373750e-01\n", - " 4.05303148e-01 1.44284182e-01 -1.21465514e-01 -5.20851157e-01\n", - " -4.38787308e-01 4.55601443e-01 -7.76401676e-02 7.98851646e-02\n", - " 3.06089588e-01 -2.37535233e-02 -5.01512511e-01 -4.31345068e-01\n", - " -1.59036927e-01 2.43932222e-01 -5.13635126e-01 4.29508216e-01\n", - " 2.60898870e-01 2.80043443e-01 -9.66927783e-02 -3.88177871e-01\n", - " 2.71600958e-01 6.33830196e-01 -2.79945409e-01 1.42825250e-01\n", - " 8.10570861e-02 3.94453656e-01 4.85794799e-01 -2.64018784e-01\n", - " 1.20532839e-01 2.83647388e-01 6.87059926e-01 -1.10278487e-01\n", - " -3.57214947e-01 -8.14345252e-02 -5.31349874e-01 -2.26889727e-01\n", - " -2.64295834e-02 1.30452592e-01 -1.98184871e-01 -2.12009355e-01\n", - " -6.26590597e-01 -1.51344325e-01 -2.27985594e-01 -3.34177160e-01\n", - " -9.88984504e-01 6.68901057e-03 -1.79508101e-01 5.95902546e-02\n", - " 1.71072155e-01 2.47506242e-01 -2.54200924e-01 3.23317927e-01\n", - " -5.19653640e-02 -3.92637675e-01 -7.64026908e-01 -2.07129313e-01\n", - " -1.45049629e-01 -2.32857967e-01 -4.54610204e-01 -2.82543275e-01\n", - " -2.97341765e-02 1.26404939e-01 -5.36731710e-01 -8.50205709e-02\n", - " 6.23371012e-02 9.96753334e-03 -2.84310635e-01 -4.17366142e-01\n", - " 3.26495995e-01 3.59853342e-01 -6.15408126e-01 -2.43329411e-01\n", - " 4.38786568e-01 -1.51120146e-01 -2.47104565e-01 1.50843963e-01\n", - " 2.23238680e-02 1.64050892e-02 2.48108513e-01 8.71719685e-02\n", - " 2.48082141e-01 -1.73798206e-01 -4.78756249e-03 4.07951096e-01\n", - " 4.24429488e-01 -9.50517790e-01 4.69755501e-01 1.21888513e-01\n", - " -2.20890408e-01 -2.78581081e-02 -5.77482342e-01 -6.29668378e-02\n", - " 2.03985267e-01 -6.42040653e-01 -2.19057692e-01 -8.51474747e-02\n", - " 2.74326678e-01 8.50500440e-02 -8.23625541e-01 4.41684238e-02\n", - " -8.24101337e-02 5.13796370e-01 2.30247240e-01 2.20500610e-01\n", - " -5.15015283e-01 3.03006697e-01 4.58558668e-01 2.21947379e-01\n", - " 2.98628676e-01 -2.77639220e-01 3.16596930e-01 1.02593299e-01\n", - " -3.60450488e-02 -1.20658894e-01 3.30478555e-01 -1.30401254e-01\n", - " -4.00142915e-01 -2.83906075e-01 -1.23758327e-01 -4.75572657e-01\n", - " 1.93707535e-01 3.60745129e-01 2.26968858e-01 -5.52371727e-02\n", - " -2.92400992e-01 1.79903572e-01 8.81068135e-01 6.01559968e-01\n", - " -6.58059548e-01 6.84624861e-01 1.28208466e-01 3.11884303e-01\n", - " 2.43204760e-01 -3.56264329e-01 1.82460681e-01 1.22048392e-01\n", - " -2.25399750e-01 2.39985025e-02 -2.61285699e-01 3.06567395e-01\n", - " -1.29871745e-01 1.17231939e-01 2.82977745e-01 -2.87047734e-02\n", - " 4.27230835e-01 2.10880717e-01 5.99478787e-01 1.04740249e-02\n", - " 6.55870320e-01 8.34737935e-01 -5.09792468e-01 4.09110286e-01\n", - " 3.78723860e-01 -1.38402018e-02 3.04917363e-01 3.67867603e-02\n", - " 5.27108558e-02 -3.59780236e-01 5.26533062e-01 2.21979989e-01\n", - " -5.52704266e-02 -1.03832356e-01 4.71329186e-01 -1.82575999e-01\n", - " 3.54063333e-02 -9.08870480e-02 -1.34430884e-01 -1.19443494e-01\n", - " -4.95430140e-02 2.17479977e-01 1.28189684e-01 2.09248787e-01\n", - " 3.29393773e-01 -3.01907784e-01 6.34517258e-02 1.94399337e-01\n", - " -2.44258903e-02 -4.22619462e-01 -3.64010200e-01 3.09319584e-01\n", - " -5.13760896e-01 3.96206230e-01 -1.32586099e-01 -4.26909109e-01\n", - " -3.16001532e-01 -1.15554953e-01 -2.84450062e-01 -3.48797028e-01\n", - " -1.55106647e-01 2.21744466e-01 6.87374755e-02 -6.79419371e-01\n", - " -2.51437026e-01 6.14944215e-01 1.38147172e-01 2.33362547e-01\n", - " 2.05653385e-01 -5.96883198e-01 -4.61450585e-01 2.04196222e-01\n", - " -2.70755285e-01 -3.55138635e-01 -3.16780539e-01 -3.37200334e-01\n", - " 2.43501439e-01 4.58112224e-01 9.52059148e-02 -3.11470833e-01\n", - " 4.04933056e-01 5.54655136e-04 3.01088786e-01 2.75996694e-01\n", - " 1.12463255e-01 -2.28735861e-01 1.49449357e-01 2.65941433e-01\n", - " 1.95334226e-01 2.32759325e-01 2.33699491e-01 2.00916615e-01\n", - " -3.81253653e-01 -5.23259727e-01 3.95417843e-01 6.45081234e-01\n", - " -2.00814732e-01 1.70283015e-01 1.79837707e-01 2.03219033e-01\n", - " -3.76950209e-01 5.11703480e-01 6.34310790e-02 -5.82685380e-02\n", - " -4.22609131e-03 -4.97911036e-02 9.69433294e-02 1.22084635e-01\n", - " -3.33491552e-02 -1.42661489e-01 1.57688983e-01 -3.71108007e-01\n", - " 2.34807459e-01 1.85417781e-01 -5.83759227e-02 3.47775518e-01\n", - " -1.36178192e-01 4.49054531e-01 8.70500672e-02 -3.48201089e-01\n", - " 4.46701010e-01 -1.59714544e-01 5.04437120e-01 -1.27884928e+00\n", - " -4.93273046e-02 9.32557814e-02 -3.59446883e-01 -5.78523638e-01\n", - " -2.50766891e-01 -3.16097463e-01 8.92384935e-02 -1.59941653e-01\n", - " 6.44747311e-01 -4.18349600e-01 -1.66637471e-01 -3.13046184e-02\n", - " 1.99257600e-01 2.86532561e-01 5.86687359e-02 -2.00454474e-01\n", - " 4.10947041e-01 9.15727325e-03 9.20775070e-02 3.64009940e-01\n", - " -4.93787285e-02 7.29168921e-02 -3.42826336e-02 -3.45869376e-01\n", - " -2.82105769e-01 -8.66981700e-02 -3.10465150e-01 2.24250200e-01\n", - " -3.23938129e-01 4.74473579e-01 8.39532342e-01 2.73048953e-01\n", - " -5.22751425e-01 -1.19249314e-01 2.45336028e-02 6.52574900e-01\n", - " -1.41614129e-01 -1.94015212e-01 -1.87638158e-01 5.80208653e-02\n", - " -4.11372583e-01 -3.65851069e-02 -6.24098413e-01 -3.54033715e-01\n", - " 2.68031812e-01 -9.82554699e-02 -2.63131304e-01 -4.54854202e-01\n", - " 2.20290778e-01 -1.85116387e-01 -4.21938970e-02 -1.05799808e-01\n", - " 2.00992290e-01 2.02420772e-01 -1.39052477e-01 3.37566811e-01\n", - " -3.87957576e-01 2.11572172e-01 1.30428506e-01 1.46492976e-02\n", - " -1.30954545e-01 -7.63179717e-01 -2.43953001e-01 2.08635090e-01\n", - " -2.52627065e-01 -3.43349546e-02 -2.44261141e-01 -2.28417594e-01\n", - " -4.69914223e-02 3.45848239e-01 -1.57985837e-01 2.89450359e-02\n", - " -3.63090582e-01 -7.98268377e-01 1.46156142e-01 -1.61404249e-01\n", - " -5.33249257e-01 -3.42806461e-01 -3.34799489e-01 -8.73241059e-03\n", - " 1.06196437e-01 2.68806127e-01 2.64812922e-01 -4.62183912e-01\n", - " 1.19257624e-01 -4.31741568e-01 4.07042794e-01 1.38435635e-01\n", - " -4.27300165e-02 1.55329154e-01 1.91350387e-01 3.15125203e-01\n", - " 9.99472228e-01 3.55111459e-01 7.15372401e-01 9.43691332e-02\n", - " 3.41070471e-01 4.39363426e-01 3.41343810e-01 -1.11442056e-01\n", - " 2.82809492e-01 4.79468445e-01 -1.38983654e-01 -8.41575769e-02\n", - " 2.26737792e-01 1.99714980e-02 1.67951401e-01 -1.92808369e-01\n", - " -1.97108000e-01 6.61276423e-02 -5.53940593e-01 -3.79076100e-01\n", - " -3.76504623e-02 -5.76223724e-01 -6.91640806e-02 -4.37417375e-01\n", - " -6.62465076e-01 -1.06328374e-01 1.72905110e-01 2.73859042e-01\n", - " 7.62610281e-02 -1.27024442e-01 1.80749891e-01 5.48905515e-02\n", - " 2.08485483e-01 -3.42586906e-01 -1.47641217e-01 4.70452500e-01\n", - " 6.17844802e-01 1.94553224e-01 2.68431954e-01 -2.53724367e-02\n", - " -3.50485867e-01 -5.13190249e-02 -1.94425425e-01 4.86772207e-01\n", - " -5.70766681e-01 -4.39725138e-01 2.69195677e-01 9.74945322e-02\n", - " -3.67230765e-01 1.72817574e-01 1.67193218e-01 1.51849786e-02\n", - " 1.49884241e-01 -4.63041071e-01 7.31657441e-01 -1.17089864e-01\n", - " -1.60118508e-01 -7.45468030e-02 -2.49702380e-01 5.70006881e-01\n", - " -3.05928928e-01 3.32115268e-01 1.73833727e-01 -3.12980906e-01\n", - " -3.65961259e-01 -1.95220463e-01 -3.67418864e-01 3.09699322e-01\n", - " -3.35739969e-01 2.09508423e-01 -1.33944299e-01 2.09492510e-01\n", - " 2.89406382e-02 -6.30737076e-01 -2.30468408e-01 -7.80427985e-01\n", - " -1.36228830e-01 -4.78741318e-03 1.63149288e-01 -4.17750763e-01\n", - " 4.37516704e-02 -3.75800741e-01 8.76358130e-02 -1.66760071e-01\n", - " 2.03152194e-01 -1.43180587e-01 2.60112458e-01 2.14096010e-01\n", - " 1.17197361e-01 -3.93674483e-01 7.55109852e-02 1.26176152e-01\n", - " -2.24230114e-01 -6.08756866e-01 -2.52094195e-01 -2.19079670e-01\n", - " -1.96679750e-01 -1.13346092e-02 9.40403734e-03 3.17688142e-01\n", - " 4.58904246e-01 2.48148395e-01 4.66805765e-03 -1.96412917e-02\n", - " -3.33534532e-01 3.00281678e-01 4.51438000e-01 2.83074673e-01\n", - " -8.87094780e-01 -5.99234373e-01 3.86780746e-01 2.52980934e-01\n", - " 4.12176662e-01 -2.01687703e-01 -1.52672801e-01 6.47954109e-01\n", - " -5.36426052e-01 5.44851892e-01 1.15293653e-01 3.94671554e-01\n", - " -2.00100655e-01 -1.31870334e-01 -6.56328081e-01 -3.05773491e-02\n", - " 2.61363049e-01 -7.83113237e-01 -8.01354806e-02 -4.50082579e-01\n", - " 1.30339194e-01 8.71808045e-02 -4.94682674e-01 -1.60472279e-01\n", - " 6.52965030e-01 7.17227562e-02 2.00925661e-02 -8.69351942e-02\n", - " 3.63237518e-01 1.54838067e-01 5.86799746e-01 8.06002687e-02\n", - " 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9.94712061e-02 9.27931284e-03 -2.43960769e-01\n", - " -1.21168385e-01 1.60426932e-01 -1.84782602e-01 3.40955125e-02\n", - " -5.94450655e-02 5.20413857e-01 2.68343182e-01 -3.36085144e-01\n", - " 4.62655430e-01 -7.19490560e-02 7.84859381e-01 -9.97804726e-02\n", - " 2.30093569e-01 -1.56977512e-01 -3.18467066e-01 1.95808242e-01\n", - " -3.78179640e-01 9.79518557e-02 6.18505167e-01 2.75465772e-01\n", - " -4.20605353e-01 -1.88665502e-01 -5.09428244e-01 1.75013263e-01\n", - " 1.02571498e-01 3.16578370e-01 -2.14684395e-02 -6.14726214e-02\n", - " 4.86289248e-02 -7.36330999e-03 -1.69574032e-01 3.84632328e-01\n", - " -7.66169013e-02 1.53588364e-01 6.53300663e-02 -2.86609817e-01\n", - " 2.75004450e-01 -5.29887114e-01 1.00068335e-01 4.58822801e-01\n", - " 5.59695820e-01 2.41688370e-01 -2.20270053e-01 -5.04277273e-02\n", - " -1.09809782e-01 2.94852967e-01 4.18200251e-02 3.98788473e-01\n", - " -1.20676092e-01 -2.65976497e-01 5.52084008e-02 8.24194906e-02\n", - " -7.32385741e-03 -2.89765259e-01 5.85829641e-01 -4.10330005e-02\n", - " -1.50244002e-01 -3.99108336e-01 2.70163830e-01 3.49386933e-01\n", - " 2.48386778e-01 -3.24426505e-01 -2.41898536e-02 -2.46996395e-03\n", - " 2.82085251e-01 -1.87017544e-01 3.10285456e-01 1.36889084e-01\n", - " 1.19492689e-01 -2.06656943e-01 -3.98616257e-01 4.41822575e-01\n", - " 6.37796189e-02 1.14369700e-02 7.74184631e-02 -6.97068781e-01\n", - " -4.13787078e-01 -5.11389124e-01 1.63110344e-01 1.07063812e-01\n", - " -7.44546956e-02 -2.04188593e-01 1.58340148e-01 3.42275497e-01\n", - " 3.20444351e-01 -3.58681277e-02 1.99525974e-01 1.03604150e-01\n", - " 2.74447322e-01 -3.37200725e-01]\n", "Found 1912 total galaxies in catalog for cluster 22630\n", - "[-0.39071603 -0.14400996 0.41905312 ... -0.66754419 -0.15596318\n", - " -0.05904138]\n", "Found 942 total galaxies in catalog for cluster 17777\n", - "[-3.95593163e-01 -1.83211619e-02 1.75957686e-01 -3.91414278e-01\n", - " -3.05787677e-01 -1.84912515e-01 1.52502399e-01 -9.25738215e-01\n", - " 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4.13065182e-01 5.40782590e-03\n", - " -3.20136062e-01 -1.75393816e-01 -3.62802992e-01 -3.46512618e-01\n", - " -1.79293471e-01 1.60078971e-01 -4.09382175e-01 2.35594068e-01\n", - " 1.27218085e-01 -1.75051386e-01 5.10688378e-02 -1.36119207e-01\n", - " 4.43344268e-01 5.55704262e-01 7.05780613e-01 3.38091755e-01\n", - " 4.98926419e-01 5.48587559e-01 -1.53821738e-01 5.77147036e-01\n", - " -1.57702299e-01 -1.80215112e-01 5.35025136e-02 1.52128684e-02\n", - " 3.97538786e-01 3.75582348e-01 -3.18455287e-01 2.03724384e-01\n", - " -3.67952656e-01 8.64227229e-01 -1.79190254e-01 -8.70386825e-02\n", - " -4.66319111e-01 2.83887119e-01 -3.91844039e-01 -1.29758008e-01\n", - " -3.70661551e-01 4.12077684e-02 3.39353140e-01 3.19946738e-01\n", - " 1.26595420e-01 3.26601485e-02 -2.75429635e-01 -6.35194889e-02\n", - " 1.43336271e-01 -6.38402734e-02 9.04996176e-02 -4.89555677e-01\n", - " 2.63924329e-01 8.91596846e-02 2.15896690e-01 -2.71835715e-01\n", - " 1.98922786e-01 3.28936544e-02 1.55118395e-01 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1.06197164e-02\n", - " -2.77867116e-01 3.73548865e-01 4.81114423e-02 1.57166478e-02\n", - " -6.89933933e-02 9.56962504e-02 -4.24424977e-01 7.88670575e-02\n", - " -2.15868270e-01 -4.85700656e-03 3.82362446e-01 2.89528480e-01\n", - " -2.07479214e-01 -1.94643327e-01 8.34141935e-02 -3.23699442e-01\n", - " 4.05128484e-02 4.67508306e-01 5.71515107e-01 1.00382375e+00\n", - " 1.23681291e-01 3.59373571e-02 2.81598949e-01 4.21377958e-01\n", - " -6.91188117e-02 1.58661449e-01 5.06176761e-01 -3.06650881e-01\n", - " -1.16205987e-01 1.52644600e-01 -3.21448779e-01 -9.94525437e-02\n", - " -7.82167842e-02 -1.75154899e-01 1.40473714e-01 -3.30690282e-02\n", - " -3.95941802e-01 -1.17418317e-01 -2.67639495e-01 3.51751954e-01\n", - " -1.55116469e-01 4.66472003e-01 6.87738159e-02 -4.20788952e-01\n", - " -2.56742759e-01 -9.02385393e-01 -1.20003564e-01 -9.06735658e-01\n", - " 1.06154671e-01 -2.05294461e-01 1.97932255e-01 -6.94800434e-01\n", - " -3.24944748e-01 -3.24053678e-01 -2.17867263e-01 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-1.18055015e+00 -3.78740928e-01 7.35255683e-01 7.17374803e-01\n", - " -5.76342434e-03 7.16317146e-01 -2.49017122e-01 -3.38277391e-01\n", - " -1.07529899e-01 3.76303213e-01 -6.59701055e-02 4.95639314e-01\n", - " 3.02702845e-03 5.78009233e-02 -2.96241345e-01 3.66013680e-01\n", - " 6.66586157e-02 -9.02273727e-02 2.92749705e-01 1.44199060e-01\n", - " 4.16214448e-01 -2.50786959e-02 3.30307214e-01 4.95279201e-01\n", - " 2.52458274e-01 -7.34970969e-01 1.95856166e-01 3.58687499e-01\n", - " 3.02067538e-01 3.73115859e-01 2.29849517e-01 2.74788734e-01\n", - " -1.09763110e-01 -4.77193673e-01 3.81265645e-01 -5.27857767e-02\n", - " 1.88305672e-01 -1.73287611e-01 1.01000941e-01 -5.40946448e-02\n", - " -2.84804977e-01 -1.24669765e-01 1.12790670e-01 -1.44997507e-01\n", - " 3.17961292e-01 2.02372682e-01 4.24170594e-02 -2.49509389e-02\n", - " 3.31438024e-01 -2.05105129e-01 -2.06860329e-01 -5.47204465e-01\n", - " -2.64617005e-03 2.63120835e-01 5.58834266e-01 1.23167433e-01\n", - " -9.42585422e-02 -1.29204966e-01 7.39181012e-01 5.62525744e-02\n", - " -7.22097667e-02 4.03070217e-01 2.80998188e-01 -2.70367004e-01\n", - " -1.03242661e-01 -2.87191182e-01 -3.12533623e-01 4.52622388e-02\n", - " -1.70958523e-01 2.32499668e-01 -6.28779187e-01 -3.25549244e-01\n", - " 1.25613326e-01 8.95154229e-03 -4.19857801e-02 2.98716181e-01\n", - " -3.66676607e-01 3.19585682e-01 -6.31282391e-02 -7.25343042e-02\n", - " -6.37414181e-01 2.87005205e-01 2.77411251e-01 -6.41496116e-02\n", - " -1.39922713e-01 3.33164805e-01 -6.37039048e-03 3.43227953e-01\n", - " 3.16746657e-01 5.06407192e-01 2.73698089e-01 3.09825115e-01\n", - " 6.45307851e-01 1.74276195e-03 -1.02535465e+00 -3.76244875e-01\n", - " -2.01185011e-01 1.84814320e-02 -2.25027004e-01 -3.14963795e-01\n", - " -4.98993591e-01 1.92733218e-01 -3.23634598e-01 1.84089955e-01\n", - " -3.93686771e-01 1.08274386e-01 -2.93709850e-01 1.20457392e-01\n", - " 2.56281114e-01 3.73264467e-01 -2.53400108e-01 6.15838291e-02\n", - " 1.00004816e-01 -4.13857549e-01 -2.96885080e-01 -4.19785812e-03\n", - " 5.65569374e-01 -1.62670847e-01 -2.60007348e-01 -1.39963151e-01\n", - " -2.11006627e-01 3.11761438e-01 7.24003467e-02 4.00867403e-01\n", - " 2.48917735e-01 3.23795195e-01 3.30702262e-01 2.36732501e-01\n", - " -8.56959996e-01 -5.04182888e-02 2.39745976e-01 1.34145267e-01\n", - " 4.55732708e-01 5.03274833e-01 -6.72908414e-02 9.93668198e-02\n", - " 1.58168087e-01 -7.99220302e-02 1.41481243e-01 1.22098308e-03\n", - " 2.62566888e-01 1.19331174e-01 -9.26381035e-01 3.10556163e-01\n", - " 5.26501724e-01 -1.31105239e-01 -4.22463374e-02 -2.15026698e-01\n", - " 3.33521525e-01 -1.95038070e-02 -3.68557439e-01 -2.77523961e-01\n", - " -2.66178263e-01 -2.68270645e-01 -5.96847624e-02 3.37109501e-02\n", - " -2.49411620e-01 6.17416598e-02 5.53928050e-01 -7.19400507e-01\n", - " 4.89094212e-02 -4.86336739e-01 -1.82641352e-01 3.28267072e-01\n", - " 4.65758278e-01 -1.63628800e-01 -5.57367696e-01 -3.27427577e-01\n", - " -8.31570977e-02 -2.27467930e-02 -2.99811311e-01 -1.23319226e-01\n", - " -3.15223099e-01 -1.40356271e-01 -1.40629324e-01 -1.23467385e-01\n", - " -7.90362408e-01 5.42048727e-01 2.17710037e-01 2.02118069e-01\n", - " 8.59453939e-02 -1.99592233e-02 2.32235823e-01 1.54436722e-01\n", - " 6.53466056e-01 -5.90792647e-01 7.87159290e-02 -3.29381900e-01\n", - " 1.52415474e-01 -6.58748442e-01 9.29622592e-02 -2.29210064e-01\n", - " 3.91578215e-01 -1.50512389e-01 1.35323836e-01 2.60255276e-01\n", - " 7.96168165e-02 -6.02411904e-02 5.52067461e-01 2.35251733e-01\n", - " 3.36991485e-01 -5.47298584e-01 -1.87030704e-01 3.83436762e-02\n", - " 5.21367311e-01 -3.18065134e-01 -2.89343817e-01 3.39230366e-02\n", - " -2.01124759e-01 -6.83703262e-01 3.18541597e-01 5.51155147e-01\n", - " 4.82538267e-01 -2.39644115e-01 4.41179754e-01 1.59865160e-01\n", - " 6.41917657e-01 -1.04112469e-01 8.74578835e-02 3.12283908e-01\n", - " -5.12793524e-03 -4.55468957e-02 1.42576408e-01 -1.55211503e-01\n", - " 5.81687126e-02 -1.10653703e-01 5.35805476e-02 -2.69338132e-01\n", - " -2.85486949e-01 4.06483436e-01 -8.11684597e-01 2.63537261e-01\n", - " 4.58653259e-01 -2.09091250e-01 -2.40408177e-01 1.85867177e-01\n", - " -3.31300439e-03 3.72158489e-01 -5.61019953e-02 1.14593896e-01\n", - " -5.01178072e-02 -3.21134775e-01 3.30668047e-01 -2.80468946e-01\n", - " 1.74894510e-01 -7.98710742e-02 1.94136829e-01 5.87561965e-01\n", - " -7.09466166e-01 2.52049952e-01 -2.29756915e-01 3.46887375e-01\n", - " -9.71405924e-02 5.13310012e-01 -3.22427825e-01 -1.57897697e-02\n", - " 1.42475276e-01 -1.94160956e-02 -6.84278624e-01 1.28727079e-01\n", - " 3.57022493e-01 2.32622262e-01 2.63479407e-01 6.29491756e-01\n", - " 3.03520590e-01 5.73196329e-01 2.84786419e-01 4.44060102e-01\n", - " 2.26646521e-01 6.40761689e-02 2.87457896e-01 1.35269460e-01\n", - " 2.63151346e-01 -4.38170720e-01 2.92797724e-01 4.04798866e-01\n", - " 3.29504244e-01 -6.46056316e-01 -3.67838688e-02 -1.00170596e-01\n", - " 3.11676090e-01 3.61079615e-01 -7.97444200e-01 -2.40714977e-01\n", - " 1.08134851e-01 6.56177862e-04 5.29981951e-01 -2.49542566e-01\n", - " 2.26456706e-02 3.38381927e-01 1.04626348e-01 -2.80188869e-01\n", - " -2.17965766e-01 2.32964326e-01 -5.84861863e-01 -1.93884438e-01\n", - " -2.94664167e-01 2.62443027e-02 -1.15911275e-01 -6.15210193e-01\n", - " 2.78346409e-01 6.16727261e-02 -2.09917574e-01 2.55329113e-01\n", - " -2.03342420e-01 -2.13362595e-01 3.56690579e-01 -2.67472111e-01\n", - " -1.21809656e-02 -7.40875811e-02 1.79222600e-01 2.61585060e-01\n", - " 7.46191362e-02 -2.94209244e-01 4.01015391e-01 2.93772943e-01\n", - " 2.62395211e-01 5.70457461e-01 -2.73675090e-01 6.46921890e-02\n", - " 8.08461698e-02 -2.96006961e-01 -1.86980816e-01 -4.47452399e-01\n", - " 2.17935469e-01 2.60402086e-01 -3.79101669e-01 7.59358545e-02\n", - " -3.17594960e-02 -3.00585371e-01 1.71697849e-01 -2.10398931e-01\n", - " 5.82740438e-02 4.02551781e-01 -7.29623084e-01 -1.70907134e-01\n", - " 2.88955176e-02 4.37238982e-01 -2.38514078e-01 -1.81658338e-01\n", - " 7.19982753e-03 -1.90987823e-01 -3.76636336e-01 3.52318033e-02\n", - " -2.71970366e-01 4.36271843e-01 3.01436286e-01 1.27997466e-01\n", - " 5.07009010e-01 4.83726655e-01 1.99269297e-01 -3.61062913e-01\n", - " -2.33719143e-01 -2.36977084e-02 -6.89361391e-02 -1.86126863e-01\n", - " 3.87929891e-01 1.48608996e-01 7.63326205e-02 2.04808359e-01\n", - " 3.42785584e-01 1.92203362e-01 1.35904485e-01 -2.83971724e-01\n", - " -1.78197837e-01 -1.37748786e-01]\n", "Found 2126 total galaxies in catalog for cluster 33569\n", - "[-0.37351413 0.02348757 0.52942402 ... -0.10348083 -0.39138865\n", - " -0.00710725]\n", "Found 1969 total galaxies in catalog for cluster 39996\n", - "[-0.06028599 -0.07208282 0.26710772 ... 0.09626804 -0.21497911\n", - " -0.33765771]\n", "Found 3464 total galaxies in catalog for cluster 37007\n", - "[ 0.38627209 -0.22459263 0.15565324 ... -0.27118689 0.15528643\n", - " 0.19650853]\n", "Found 4503 total galaxies in catalog for cluster 25937\n", - "[ 0.15255857 -0.41420091 -0.28794845 ... 0.35373825 0.02635474\n", - " -0.12560845]\n", "Found 1258 total galaxies in catalog for cluster 24386\n", - "[ 0.21308403 0.17995079 0.06364067 ... 0.14351361 -0.0817034\n", - " -0.04722498]\n", "Found 4662 total galaxies in catalog for cluster 44685\n", - "[ 0.17909645 -0.04613428 0.37896769 ... -0.31015379 0.1780916\n", - " 0.19298336]\n", "Found 2258 total galaxies in catalog for cluster 48725\n", - "[ 0.14522843 0.33204951 0.31876771 ... 0.50791491 0.46593889\n", - " -0.29535285]\n", "Found 1761 total galaxies in catalog for cluster 27260\n", - "[ 0.0761151 -0.32024336 0.46808472 ... -0.31756387 -0.55119146\n", - " -0.19373682]\n", "Found 1011 total galaxies in catalog for cluster 35316\n", - "[ 0.18640327 0.53705982 -0.11451776 ... 0.37287635 -0.35217778\n", - " 0.13334764]\n", "Found 872 total galaxies in catalog for cluster 59428\n", - "[ 1.84090310e-01 -1.55499827e-01 -4.23623995e-01 -3.10083812e-01\n", - " 1.16633972e-01 -3.53786746e-02 2.89823822e-01 -1.95539449e-01\n", - " -5.67246076e-01 -5.43893869e-02 1.08996643e-01 8.22248996e-02\n", - " -8.20301112e-01 -4.21833630e-01 -4.34913998e-02 1.59144810e-01\n", - " -2.06578152e-01 4.56639905e-01 -5.20579154e-02 2.30529290e-01\n", - " -5.82168474e-01 4.82797846e-01 -3.61310035e-01 4.34235398e-01\n", - " 5.71772821e-01 -2.71393715e-02 -6.25432438e-01 2.84637558e-01\n", - " -1.74735168e-01 -6.05654637e-01 -5.60243253e-02 -4.15739497e-02\n", - " -8.18763969e-01 8.14045107e-01 -3.12477356e-01 -3.72478176e-01\n", - " 1.35651486e-01 2.84143337e-01 1.41765001e-01 2.16728875e-01\n", - " 4.42056864e-01 4.69901847e-01 -3.86602816e-01 5.64532824e-02\n", - " -4.06461632e-02 1.24057670e-01 -4.07053095e-01 9.03724655e-02\n", - " -4.45830631e-01 -7.75405717e-01 -3.33891658e-01 -1.74189018e-01\n", - " -3.22607539e-01 -4.44100015e-02 1.01980963e-01 5.63756901e-01\n", - " -5.77234383e-01 -3.24724415e-01 2.98394507e-01 -5.18271417e-01\n", - " 5.68567690e-01 -4.85337213e-01 -4.54079328e-01 2.34800611e-02\n", - " 9.73545385e-02 3.01179848e-01 1.92151832e-01 8.43443115e-01\n", - " 1.08558138e+00 4.31609701e-01 4.39208976e-01 3.82054435e-01\n", - " -1.39793791e-01 1.34310448e-01 -6.61232345e-02 -8.06632245e-02\n", - " 2.00456020e-01 -9.89238994e-03 -3.74937654e-01 5.10717707e-02\n", - " -2.78674351e-01 -2.13860107e-02 -1.33700552e-01 1.33722406e-01\n", - " 2.76819619e-01 -6.68236258e-01 -1.72209348e-02 -5.02752559e-02\n", - " -2.79069347e-01 -5.07764931e-01 -1.38159037e-01 -8.24470357e-02\n", - " 2.31963983e-01 -4.29455467e-01 -4.51992426e-01 -1.96440175e-01\n", - " -1.45259891e-01 3.56630635e-01 4.22561560e-02 2.40738045e-01\n", - " -3.81787982e-02 1.20481766e-01 5.71770937e-01 -5.44029577e-01\n", - " -6.48417387e-02 2.54163987e-01 1.02094690e-01 3.57335689e-01\n", - " -5.69126091e-01 4.12786468e-01 6.26101092e-02 5.95342950e-02\n", - " -5.00489565e-03 1.96981434e-01 2.10141839e-01 -7.22815448e-01\n", - " -3.40042322e-01 -8.54243474e-01 -1.93927833e-01 1.15605794e-01\n", - " 3.22340202e-01 -7.39348709e-03 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2.11724967e-01\n", - " 5.00713363e-01 9.14317238e-01 -1.99386057e-01 -3.27004817e-01\n", - " -2.27074137e-01 -2.09463530e-01 1.12824509e-01 -6.55213141e-01\n", - " -1.87165066e-02 2.97729542e-01 -4.09314808e-01 2.88623252e-01\n", - " -6.58686178e-01 9.74162296e-02 -3.18216680e-01 5.98215400e-02\n", - " -2.07628742e-02 -4.59564518e-02 -9.63665136e-02 -8.88630272e-02\n", - " 8.93985265e-02 8.97117381e-02 2.63245216e-01 -1.17934502e-01\n", - " -3.29043344e-02 -1.44138781e-02 -3.61919812e-02 4.11769750e-02\n", - " -3.33695749e-02 5.42083023e-02 -7.32900711e-01 -1.23174736e-02\n", - " 4.67644246e-01 1.51762572e-01 -9.25978974e-02 -3.11184803e-01\n", - " -5.81998874e-01 -5.35727969e-02 -2.01066294e-01 -7.71707543e-01\n", - " 1.73126474e-01 3.89470843e-01 3.76105886e-01 1.86692035e-01\n", - " 6.85384334e-02 -1.39886696e-02 -5.76824514e-01 -3.97279033e-01\n", - " -6.25997033e-01 2.79453500e-02 -7.37053455e-02 4.94433371e-01\n", - " -2.68353181e-01 -2.37467643e-01 3.50977531e-02 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5.58677879e-01\n", - " -2.84114674e-01 -1.63130755e-01 -5.18897388e-02 -2.66913000e-01\n", - " 3.15336817e-01 1.13891365e-01 -2.06230993e-01 3.20335291e-01\n", - " 4.57908836e-01 -4.68257886e-01 1.05133099e-01 -1.89634467e-01\n", - " 3.33075129e-01 1.92622327e-01 -1.32370577e-01 -2.14180053e-01\n", - " -2.31507786e-01 -7.73221112e-04 1.22468936e-02 3.70484359e-01\n", - " -3.44782550e-01 -2.37326782e-01 -2.02713132e-01 8.55504871e-01\n", - " -5.43398056e-02 -1.08506249e-01 -1.90627181e-01 2.22219143e-01\n", - " -1.13853412e-01 -2.29843238e-01 -3.48049173e-01 -8.28530787e-02\n", - " -5.30956292e-01 5.26158566e-01 -1.79018510e-01 2.34088043e-01\n", - " -1.16290975e-01 3.99750387e-01 5.06937370e-01 5.91860452e-02\n", - " -2.46668276e-01 -4.50623094e-02 -7.92068359e-03 8.11862288e-02\n", - " 1.78242819e-01 5.42683520e-01 -8.22361041e-02 -1.24803226e-01\n", - " 7.17686736e-02 -4.55343289e-02 -1.95218026e-01 -3.30065062e-02\n", - " -8.60811532e-01 -3.30002370e-01 -4.10049033e-01 4.86234628e-01\n", - " -1.42114100e-01 -2.58345553e-01 -3.70185170e-01 -1.93046998e-01\n", - " -1.85104797e-01 -2.47709254e-01 -4.44919275e-01 9.98408435e-02\n", - " -5.37526318e-02 -4.98428846e-01 9.68648723e-02 -1.42229802e-03\n", - " 4.10251035e-02 -8.99067913e-02 -5.92061579e-02 5.02839960e-01\n", - " -2.70335706e-01 -1.95005058e-01 -6.58922944e-02 2.00270734e-01\n", - " -2.53254742e-01 3.46487510e-01 4.07138974e-01 -4.21773477e-02\n", - " 4.96556116e-02 1.96838816e-01 2.69549093e-01 1.71515590e-01\n", - " 6.34903617e-01 2.29058270e-02 2.27965170e-01 -5.42463155e-01\n", - " -3.57529302e-01 1.96219417e-01 -1.89516888e-01 1.26816488e-01\n", - " 2.46367962e-01 -2.10316697e-01 5.80174797e-01 -2.62768799e-01\n", - " 1.59646887e-01 -2.93075968e-01 -2.31771456e-01 -3.19472821e-01\n", - " 8.36906144e-02 -5.33751551e-01 -1.04248346e-01 -3.35008920e-01\n", - " 2.82393100e-01 2.00206968e-01 4.70984786e-01 4.88057157e-01\n", - " -3.15907394e-01 5.63227542e-01 6.75949423e-02 -1.81639067e-02\n", 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3.25526234e-01 1.19989169e-01\n", - " 3.32512452e-02 6.81589492e-02 7.37590727e-02 2.61261137e-02\n", - " 3.97340443e-02 3.80382470e-02 -5.86424694e-01 -1.55933322e-01\n", - " 2.31616214e-01 -1.15646716e+00 -2.74744105e-02 2.54850071e-01\n", - " -4.98854272e-01 -2.20740569e-01 -1.11618051e-01 5.71033395e-01\n", - " 4.60587902e-01 -4.70362663e-01 -2.46954012e-01 -2.20622588e-02\n", - " -1.95998887e-01 3.05599221e-01 3.66437437e-01 -7.18577802e-02\n", - " 5.20771474e-02 5.42855618e-01 1.39074942e-01 7.61835675e-01\n", - " 1.28492781e-01 1.83911880e-01 -3.06188753e-01 9.36486694e-02\n", - " 5.75414536e-01 -4.82078430e-01 1.50046888e-01 1.99116982e-01\n", - " 7.17536238e-02 -7.03079370e-02 3.15389692e-01 -3.29039210e-01\n", - " 4.25342813e-01 -8.20787270e-01 -5.03451896e-02 -2.54728950e-01\n", - " 1.59197187e-01 5.40819994e-01 -2.78446794e-01 -6.66061979e-02\n", - " 3.78583882e-02 -8.89719582e-02 1.11939235e-01 7.05744666e-01\n", - " 4.71322134e-02 4.20600938e-01 -3.66222456e-01 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1.34747334e-01 5.89592900e-01 -2.79002688e-01\n", - " 5.22044003e-01 -1.03363211e-01 -2.18001937e-01 -4.31715969e-02\n", - " -3.59789907e-01 2.29072702e-01 -6.91732275e-02 -3.88204968e-01\n", - " 3.52264395e-01 -1.81241337e-01 -2.74483003e-01 -2.01444665e-01\n", - " 1.71644865e-01 -4.95360333e-01 4.51497658e-02 6.63155467e-01\n", - " -4.39791353e-02 3.38049903e-01 -1.30049797e-01 -1.77026121e-01\n", - " -1.01564609e-01 5.13935257e-01 4.26774639e-01 -6.30835196e-01\n", - " 1.67606675e-01 -7.88777776e-02 -9.58871817e-02 -3.45652302e-01\n", - " -2.84942359e-01 7.81946672e-01 -3.34733665e-01 -1.66791146e-01\n", - " 3.17515187e-02 -1.97792166e-01 -6.23095285e-02 8.68329363e-01\n", - " 1.13407994e-01 6.30830801e-01 8.13179763e-02 -3.33710995e-01\n", - " -4.81655721e-01 -4.30782538e-01 1.17852730e-01 2.58451395e-01\n", - " 2.22314320e-01 -9.30945842e-01 6.38623312e-02 6.40705559e-02\n", - " 2.07167867e-01 1.98536166e-01 -5.04167830e-01 5.39371000e-02\n", - " 1.40397860e-01 -3.32196166e-01 2.23308554e-01 -2.98419794e-01\n", - " 2.32499554e-01 -9.09547111e-01 2.67493618e-01 2.96953939e-01\n", - " -1.30366332e-01 -6.73562790e-01 1.74256648e-01 4.74156782e-01\n", - " 7.50405781e-01 -5.01158038e-01 -1.75038218e-01 2.89984465e-01\n", - " 3.48791510e-01 -2.56865391e-01 -1.22940026e-02 -2.43448670e-01\n", - " 1.56950465e-01 -3.04449861e-01 4.44640126e-01 -1.93272367e-01\n", - " -9.29738427e-02 -8.35679004e-02 -4.20354547e-01 2.41518700e-01\n", - " -4.74308297e-01 2.95344439e-01 1.36795472e-01 -3.25576058e-01\n", - " 1.12492127e-01 6.18039683e-01 -8.04312044e-02 -3.77254576e-01\n", - " 2.08623540e-01 -2.56948848e-01 3.51710636e-01 -2.55565732e-02\n", - " 1.61078588e-01 1.07410058e-01 4.52379167e-01 -2.21298444e-02\n", - " 1.24865626e-01 -6.53481972e-02 -1.22791292e-01 3.20212799e-01\n", - " 2.86465102e-01 1.93612201e-01 4.81344055e-01 1.17578349e-01\n", - " 1.08769351e-01 4.78628744e-01 -5.22451060e-01 7.22715842e-01\n", - " 4.03044552e-01 1.26056589e-02 -2.34733635e-01 2.39431754e-01\n", - " -3.63291860e-01 3.66730470e-01 8.76357462e-02 -2.19760375e-01\n", - " 1.12871427e-01 4.17618594e-01 7.05137693e-01 -1.43148694e-01\n", - " -8.07237684e-02 2.49535161e-01 -1.71606202e-01 1.14775496e-01\n", - " 1.71145643e-01 -2.70999556e-01 2.23968608e-01 3.21996687e-01\n", - " 2.29715389e-02 2.29874253e-01 8.11417245e-02 3.66727127e-01\n", - " 5.17390356e-03 -8.67962616e-02 -1.38204096e-01 4.35341418e-01\n", - " 1.62746199e-01 1.24966320e-01 1.60727335e-01 -3.19658396e-01\n", - " 3.62580215e-01 -2.04504228e-01 3.75598951e-02 -8.75696785e-02\n", - " -1.44965835e-02 1.99154353e-02 -6.11118336e-01 2.72242399e-01\n", - " -1.06459883e-01 4.47842919e-01 -1.06162435e-01 2.74262892e-01\n", - " 1.31396332e-01 -3.09046294e-01 -3.13549276e-01 -3.55774090e-02\n", - " 3.71373071e-01 1.79524292e-01 2.39452014e-01 -2.36873855e-01\n", - " 1.43607591e-02 -2.44501189e-01 -8.87002734e-02 8.41676553e-02\n", - " 4.00604097e-01 9.44846131e-02 -1.42034148e-01 -1.24306234e+00\n", - " -5.39121951e-01 6.87629406e-01 5.90899023e-01 1.98083278e-01\n", - " -1.19930456e-01 7.69356946e-02 3.02265812e-01 4.97242200e-01\n", - " -3.32640441e-01 3.13647103e-01 -2.44946282e-01 -2.18226879e-01]\n", "Found 1944 total galaxies in catalog for cluster 25976\n", - "[ 0.16948451 0.06431141 -0.34554189 ... 0.10446761 0.33850757\n", - " -0.43430721]\n", "Found 2708 total galaxies in catalog for cluster 31596\n", - "[-0.30348774 0.09203968 -0.36204751 ... 0.61680268 -0.33752974\n", - " -0.10241494]\n", "Found 5886 total galaxies in catalog for cluster 26346\n", - "[ 0.05561808 0.24120063 0.15636305 ... -0.22045771 0.03321205\n", - " -0.2305854 ]\n", "Found 2469 total galaxies in catalog for cluster 36608\n", - "[ 0.07550331 0.32215916 0.57709214 ... -0.1793178 -0.24484238\n", - " -0.17460524]\n", "Found 3301 total galaxies in catalog for cluster 26938\n", - "[-0.01549692 0.36769901 0.23853037 ... -0.39527082 0.02292563\n", - " 0.12189737]\n", "Found 1179 total galaxies in catalog for cluster 74483\n", - "[-0.2718991 0.17279882 -0.32449521 ... -0.35447292 0.16231363\n", - " 0.0805656 ]\n", "Found 2586 total galaxies in catalog for cluster 62882\n", - "[ 0.30365894 -0.45510557 -0.34545119 ... 0.59510717 -0.32169655\n", - " 0.02876253]\n", "Found 366 total galaxies in catalog for cluster 25770\n", - "[-4.27322232e-01 -4.34908175e-02 5.14067394e-01 6.15667160e-02\n", - " 2.46517210e-01 2.21151791e-01 -4.89204299e-01 1.68410128e-01\n", - " -4.63005026e-01 -6.25874669e-02 -7.36704076e-01 6.13131971e-01\n", - " 1.75910598e-01 3.01997998e-01 -6.77689254e-01 -3.55233591e-01\n", - " 3.48156273e-02 -3.76474539e-01 7.83869118e-01 -1.29505865e-01\n", - " -2.77977413e-02 -1.71046961e-02 -1.41827127e-01 -4.43975817e-01\n", - " 8.27320874e-02 -1.27433170e-01 -4.48919629e-01 2.97928699e-01\n", - " -6.14946162e-01 -9.70088693e-01 4.19561939e-01 -9.42305452e-02\n", - " -9.09811973e-02 -2.16608255e-02 -9.72954089e-02 3.13101625e-01\n", - " 4.01250048e-01 -5.81262680e-02 3.35590908e-01 -8.28042693e-02\n", - " -5.26399344e-01 5.07189784e-01 3.30508795e-01 1.47963214e-01\n", - " 3.41113103e-02 -2.44874898e-01 2.05402440e-01 -1.13903500e-01\n", - " -5.02343756e-02 -4.12513333e-01 5.95112176e-01 2.19771619e-01\n", - " -1.64441106e-01 -2.32962518e-01 3.19206252e-01 2.04177802e-01\n", - " -2.09092612e-01 1.70933125e-01 1.06731489e-01 -4.25066285e-01\n", - " 9.36440234e-02 -6.98003213e-02 5.02121535e-01 4.48491877e-01\n", - " -6.30123230e-01 -1.57984491e-02 3.51279317e-01 4.10182259e-01\n", - " -1.67735418e-01 -1.52754002e-01 2.32908387e-01 2.72885945e-01\n", - " -1.84773198e-02 9.16554208e-02 2.14638641e-01 -6.36800479e-02\n", - " 4.04769090e-01 3.82163311e-01 -1.64864311e-01 -2.81442735e-01\n", - " 4.00245135e-01 -1.05439804e-01 3.07950478e-01 3.92617839e-01\n", - " -2.21155175e-01 2.58217971e-02 -1.60617174e-01 -3.62641573e-01\n", - " -2.02201773e-01 -5.23003024e-01 -4.69363182e-01 -2.12971778e-01\n", - " 4.11449933e-01 8.61852050e-01 -3.85246843e-02 7.04565645e-01\n", - " 1.28378413e-01 1.09392835e-01 -3.61593529e-04 1.65948077e-01\n", - " 1.68806790e-01 -1.49755939e-01 7.97544515e-02 -4.91776882e-01\n", - " 1.57058270e-01 -4.41529475e-01 -2.27649865e-01 -2.81616061e-01\n", - " 1.48257957e-02 1.91344412e-01 -9.00267161e-02 4.69245294e-01\n", - " 4.60795587e-01 1.91084844e-01 3.25838351e-01 -1.84348907e-01\n", - " 2.35492657e-01 -1.75846646e-01 -8.39702759e-03 6.43455376e-01\n", - " 8.92077520e-01 3.78667492e-01 1.34675543e-01 -2.24836948e-02\n", - " 1.67849483e-02 -2.16277538e-01 -3.55998451e-01 6.10233813e-02\n", - " 3.23551838e-01 1.44231623e-01 1.77551073e-01 4.51919328e-01\n", - " 2.56864166e-01 -3.83640502e-01 5.03447246e-01 -3.60317725e-02\n", - " -4.45667010e-01 3.16429235e-01 2.37750321e-01 -4.02255918e-02\n", - " -2.64538883e-01 3.89001426e-01 1.63128644e-01 -1.90722214e-01\n", - " -6.85477067e-01 -7.59474616e-02 2.85965345e-02 5.84547369e-01\n", - " -4.41565648e-02 7.42410418e-01 1.11784473e-01 6.40624707e-02\n", - " 7.25335713e-02 1.05882320e-01 1.50964811e-01 -1.91715449e-01\n", - " -2.21760215e-01 -2.38011883e-01 -3.29796741e-01 1.82142126e-01\n", - " -4.58948597e-01 1.40518883e-01 3.45958654e-01 2.76733216e-02\n", - " 3.78272541e-01 -3.66702231e-01 3.14235245e-01 -6.44813568e-01\n", - " 3.13887020e-01 -5.48768420e-01 -6.57137326e-01 4.10180845e-01\n", - " -2.02916495e-01 -1.18225964e-01 4.47155907e-01 -1.70064320e-01\n", - " 1.76169510e-01 7.79430637e-02 1.64106636e-01 -1.39640884e-01\n", - " 4.76925319e-01 -3.12867628e-01 4.46280837e-01 -8.30031681e-02\n", - " 9.02436712e-01 3.66215373e-01 1.87097363e-01 3.15404456e-01\n", - " -1.31552618e-01 6.95177438e-02 -1.85364571e-01 -2.37913069e-01\n", - " 1.80419303e-01 1.25604109e-01 -9.40787740e-02 3.45453050e-02\n", - " 3.55714498e-02 1.02214659e-01 2.60877238e-01 -4.06828321e-01\n", - " -4.82828005e-01 -4.21699356e-01 -5.79843153e-02 -5.33231782e-01\n", - " -6.06881203e-01 -1.54148185e-01 -4.53423573e-01 1.82586513e-01\n", - " 3.24583906e-01 1.28148378e-01 1.48273071e-01 -7.63012630e-02\n", - " -1.12353225e-01 6.23454460e-01 2.68454749e-01 6.12457604e-02\n", - " -2.65204358e-01 5.21016153e-01 2.53301935e-01 1.13705916e-01\n", - " 3.26544604e-01 9.57337068e-02 -1.96723565e-01 1.77497572e-01\n", - " 6.30646998e-01 -6.16361464e-01 -3.60828235e-01 -2.16997095e-01\n", - " 6.02805029e-02 -1.78062594e-01 8.83939594e-01 -5.62649383e-03\n", - " -1.90147348e-01 -6.22845711e-03 1.81426154e-01 -5.09076462e-01\n", - " -3.26504306e-02 1.53897684e-01 -1.06749021e-01 1.12395634e-01\n", - " -4.52290653e-01 -1.57005018e-01 3.16444946e-01 1.72774737e-01\n", - " 1.32641671e-01 2.10704056e-01 4.97270897e-01 1.30694624e-01\n", - " -1.95519326e-01 5.77082875e-01 1.53097004e-01 4.24219394e-01\n", - " 1.18114939e-01 6.13826435e-01 -1.19190672e-01 3.42579961e-01\n", - " 2.79693380e-02 4.30041106e-01 -2.00754053e-01 1.85581878e-01\n", - " 8.81828990e-01 -6.96006321e-02 -1.92992731e-01 -1.63170751e-01\n", - " -4.26747605e-01 4.58676166e-01 2.73779905e-01 3.26465671e-01\n", - " 5.65702395e-01 3.64146983e-01 4.32664481e-03 1.46442039e-01\n", - " -1.92880125e-02 -1.47267823e-01 2.04032637e-01 1.21635446e-01\n", - " -3.03953974e-01 -3.99959162e-02 -6.35618152e-02 4.03769617e-01\n", - " 6.40653189e-01 -2.79839529e-01 5.60052860e-01 -9.15486862e-02\n", - " 2.88833893e-01 -1.39830638e-01 4.53173098e-02 -5.93483633e-01\n", - " -7.98640823e-02 4.42927244e-01 4.20834992e-01 2.30519585e-01\n", - " 1.41631569e-01 2.38740218e-01 -4.03073904e-01 2.38504962e-01\n", - " -2.96972464e-01 3.75628555e-01 1.64928114e-01 -5.82286397e-01\n", - " -5.00183940e-01 -2.48979505e-01 1.35235637e-01 -5.48880900e-01\n", - " -2.00139891e-02 2.17586759e-01 7.85697628e-02 -1.69908104e-01\n", - " -2.86917179e-01 -1.12520669e-01 -2.65171252e-01 4.02800011e-01\n", - " -3.00967283e-01 -8.53949853e-02 -3.27979672e-01 4.86011804e-01\n", - " -2.22472349e-01 2.89966859e-01 -6.28608058e-02 3.03264546e-02\n", - " 1.06658993e-01 -3.64765937e-01 3.68821088e-01 1.27140838e-01\n", - " 2.88691176e-01 5.36294966e-01 -7.24772123e-02 -7.13623093e-02\n", - " -2.41665116e-01 2.85443306e-01 -7.34435429e-02 -3.90029088e-02\n", - " -3.89026477e-02 -3.45806406e-01 -1.81013938e-01 1.20839908e-01\n", - " 4.69103570e-03 5.51888705e-01 3.17256583e-01 2.34881948e-01\n", - " 2.45479109e-01 -4.25617434e-01 2.79994447e-01 -1.01110578e-01\n", - " -1.15281670e-01 3.27655680e-02 2.41635690e-01 2.09977810e-02\n", - " -1.21703341e-01 -1.86967666e-01 4.91194154e-02 2.67296366e-01\n", - " -2.88306372e-01 1.58132581e-01 -2.71979857e-01 -7.77341820e-02\n", - " -2.06746701e-01 7.05876209e-01 1.26001441e-01 -1.04908896e-02\n", - " 1.00788115e-01 3.48352080e-01 2.94070682e-01 -4.04799042e-01\n", - " 3.31596837e-01 -9.40579929e-03]\n", "Found 280 total galaxies in catalog for cluster 59302\n", - "[-0.2986062 0.22664667 0.39975389 -0.12622183 -0.30215194 0.27752927\n", - " 0.3776747 -0.3404986 -0.19415891 -0.04363727 -0.30838742 -0.28738742\n", - " 0.24023964 -0.10309753 -0.05795284 -0.10356654 -0.02946413 -0.1126654\n", - " 0.06988115 0.28158928 -0.20842448 -0.33730091 -0.01762769 0.43168148\n", - " 0.21386653 0.01602169 0.32854664 0.29035691 0.18012505 -0.30059596\n", - " 0.53010665 0.19503184 0.45022495 -0.16050412 -0.39278575 0.19610757\n", - " 0.4619246 0.15183532 0.50665203 0.09905482 0.16835089 0.28341029\n", - " -0.10651477 -0.06035347 -0.00200049 0.2864748 0.03218005 -0.09160233\n", - " 0.65309771 -0.47907369 0.25008195 -0.06133854 0.480196 -0.02978087\n", - " -0.16518149 -0.03014792 0.17626386 -0.10777815 0.44234452 0.11134908\n", - " 0.24047602 -0.33589634 -0.27864981 -0.43236879 -0.0255179 0.10963705\n", - " 0.26278817 0.27993593 -0.02997445 0.42350423 -0.26590064 -0.01091568\n", - " 0.02584536 -0.22658026 0.17817805 -0.24329167 -0.17270076 -0.37587737\n", - " 0.55370774 -0.30051643 -0.85348321 -0.01928962 -0.26784695 0.40589241\n", - " 0.11081399 -0.40672256 0.33227331 0.44904955 0.31097719 0.0998535\n", - " 0.30327284 0.51225527 -0.03873786 0.32373473 -0.14305066 -0.2526311\n", - " 0.13302719 -0.00270377 0.45220135 0.20014768 -0.06265121 -0.14409919\n", - " 0.16573367 0.18805569 -0.3882322 0.04009703 -0.52955455 -0.03315316\n", - " -0.32243813 0.15925049 0.16027228 -0.09159386 0.04198187 0.25566216\n", - " -0.09855049 -0.03437923 0.36345961 -0.06419938 -0.35727209 -0.30940367\n", - " 0.2886936 0.61783619 -0.24275999 0.71624778 0.09743434 0.22820985\n", - " -0.30212772 0.03913842 -0.01436338 0.61247789 -0.03800425 -0.29828439\n", - " 0.67662641 -0.37694474 -0.35434536 -0.27358333 0.60517956 -0.22413163\n", - " 0.38183595 0.28543688 0.46177017 0.1140784 -0.59196988 0.5698269\n", - " -0.54949149 0.27892862 0.01372189 0.42709648 0.44531959 -0.01771833\n", - " -0.42291197 0.00604222 0.23991114 -0.0730514 0.08619012 0.0759593\n", - " 0.40233924 -0.67544697 -0.27618368 0.47662885 0.80014144 0.0331896\n", - " 0.84118728 -0.00860522 -0.19407331 -0.66630301 0.6073306 -0.17733756\n", - " -0.05078984 -0.74783914 -0.28950767 -0.10484004 -0.3158421 -0.75437396\n", - " -0.29700701 -0.06707425 0.24155822 0.40440298 -0.36403539 -0.17369476\n", - " 0.60337631 0.20819399 -0.23068501 0.09346703 -0.61638529 0.12911278\n", - " -0.07429038 -0.0996342 0.79708566 -0.06800888 -0.09954179 0.20449139\n", - " -0.06275295 -0.01737246 -0.13441127 -0.42624492 0.40878183 0.17816298\n", - " -0.59018023 -0.05265709 0.30820818 -0.33900044 0.36769866 0.02101731\n", - " 0.31823153 -0.15866534 -0.28665125 0.02369362 0.1739338 -0.27525552\n", - " -0.07408034 0.00206934 -0.2232127 -0.24671479 0.20660264 -0.09038704\n", - " 0.47563459 0.24916695 0.12540593 -0.57230805 0.08829456 0.29437735\n", - " -0.36513035 0.52602136 -0.03275276 0.17764793 -0.12380013 -0.24961409\n", - " -0.08062807 0.13297211 -0.18790088 0.15100134 0.05093718 -0.24053852\n", - " 0.20661209 -0.40599494 0.39353552 -0.80693118 -0.08068194 0.31418108\n", - " -0.08447529 -0.19196005 0.20718918 -0.13036097 0.05919465 0.19814096\n", - " 0.07135281 0.21768126 0.26770758 0.6012541 0.22159095 -0.52321125\n", - " -0.04816206 -0.22052851 0.15482333 -0.10586041 -0.22419676 -0.24407898\n", - " 0.09987012 0.66201625 0.06799898 0.18451241 0.38248772 -0.55454228\n", - " -0.64649552 0.13287805 0.25907102 -0.02901425 -0.21811736 -0.10841417\n", - " -0.36082228 -0.03256143 0.56831397 0.02105735 -0.48431863 0.44250774\n", - " 0.24748163 0.70702928 0.2749094 -0.20379784]\n", "Found 776 total galaxies in catalog for cluster 53335\n", - "[-2.83870452e-01 -1.36456870e-01 -3.54751394e-01 2.17147355e-01\n", - " -2.71902507e-01 -8.31518849e-01 1.04325543e-01 4.59107975e-02\n", - " -7.58816059e-03 -4.73250806e-01 4.20004272e-01 5.88350222e-01\n", - " 1.88772767e-01 2.47700215e-01 -5.10638254e-01 4.71724139e-01\n", - " -1.99004272e-02 -1.26155060e-01 -9.12737976e-02 -2.69993681e-02\n", - " -9.35025358e-02 -2.75462818e-01 9.01820361e-02 3.22515528e-01\n", - " 7.48911547e-02 -4.08302868e-03 5.61169246e-01 4.15968500e-02\n", - " -4.44437007e-01 1.80650741e-01 -1.40999611e-01 -6.29368570e-01\n", - " 2.94373808e-01 1.47114260e-01 2.06811135e-02 3.53487888e-01\n", - " 5.25948545e-01 -4.46629166e-01 2.41300290e-01 2.44781890e-01\n", - " -7.52754212e-02 1.11432458e-01 4.05849466e-01 -8.24180363e-02\n", - " -1.24153489e-01 4.56957815e-02 3.86570024e-01 4.60145768e-01\n", - " -8.86290697e-02 5.02234597e-02 -4.66140250e-02 1.84461762e-01\n", - " 4.67958774e-02 6.18201598e-02 5.61510058e-01 -8.72525263e-02\n", - " -2.03495960e-01 1.55886280e-01 -6.59796756e-02 -9.76271171e-02\n", - " 1.92854195e-01 8.28465223e-02 -1.70253375e-01 3.50050844e-01\n", - " 9.57544805e-02 5.13963879e-01 -1.19991302e-01 -5.40253823e-01\n", - " -3.74929703e-01 -2.01005342e-03 -1.15805451e-01 1.11523140e-02\n", - " -7.00244365e-01 4.00867143e-01 2.18834299e-01 3.54487801e-01\n", - " -4.36107462e-01 1.31887913e-01 2.06079535e-01 2.24827088e-01\n", - " -1.24998442e-01 -5.13850486e-02 -2.29468150e-01 5.24477861e-01\n", - " 4.45806916e-01 -3.78653688e-01 -2.58454650e-01 1.32457285e-01\n", - " 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2.59032544e-01\n", - " -1.24372702e-01 2.24878544e-01 4.16683221e-01 3.05878242e-01\n", - " -9.60727131e-02 1.09139164e-01 4.37845619e-02 8.77650910e-02\n", - " -3.90737120e-01 -7.27995955e-02 3.83691241e-01 -2.63573582e-01\n", - " 4.15952800e-01 -1.30102247e-01 1.32816433e-01 7.07474665e-02\n", - " 8.21429855e-02 3.17300379e-01 -2.98969782e-01 -4.88152126e-01\n", - " 2.98905957e-02 1.10908130e-01 -9.47632790e-02 2.16854118e-01\n", - " 1.53694786e-01 -6.04724209e-01 2.72087882e-01 3.73702851e-01\n", - " 4.59893459e-01 1.45163431e-01 2.56188201e-01 -1.85916233e-01\n", - " 1.53216598e-01 -3.64915203e-01 6.92392126e-02 -6.95768921e-02\n", - " -2.08593772e-01 -2.70444450e-01 4.28471709e-01 -1.39372633e-01\n", - " -1.48578670e-01 -3.52334302e-02 3.71060556e-01 -2.85803728e-01\n", - " 1.66673693e-01 -5.30607566e-01 1.47872889e-01 -3.93586689e-02\n", - " -2.17163623e-01 -4.30075795e-01 -3.78753262e-01 4.07111216e-01\n", - " -3.59714226e-01 2.58602567e-01 1.26525131e-01 -2.26698487e-02\n", - " 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1.98869481e-01 1.23725809e-01 -1.53740139e-01\n", - " -6.52328676e-02 5.98330677e-02 3.62998394e-01 -1.60064973e-01]\n", "Found 342 total galaxies in catalog for cluster 23919\n", - "[ 0.03651466 -0.01096026 0.12396253 -0.67574603 0.07217746 -0.03137626\n", - " -0.0154225 -0.01571789 0.13618 -0.07570062 0.1468875 -0.00337805\n", - " -0.26416685 0.31341018 -0.32332261 -0.03682592 0.24881178 0.48193868\n", - " 0.55677087 -0.13673744 0.18162376 0.23516638 -0.15974848 0.50507131\n", - " -0.16842553 -0.36559228 0.35691667 -0.11737901 -0.03088783 0.36945849\n", - " -0.03296386 0.27045981 -0.17083122 0.57905337 -0.16811476 -0.24536759\n", - " 0.17563156 -0.51882429 0.54796535 0.36702951 -0.03305139 -0.29938306\n", - " 0.24666374 -0.26059049 -0.40194113 0.05363485 -0.42064794 0.25846292\n", - " 0.3158825 0.31503543 0.04285797 0.01715342 0.48224437 0.31247498\n", - " 0.23528162 0.19287401 0.22407797 -0.09521306 -0.26592796 0.0159345\n", - " 0.16482414 -0.12455205 -0.17363124 -0.12624995 0.00774572 -0.15011615\n", - " -0.25669981 0.33046589 0.04646972 -0.41321822 0.19846803 0.30457221\n", - " 0.26880455 -0.24443343 0.26462624 0.09802294 -0.27934742 -0.24813451\n", - " -0.1038089 -0.17407233 -0.1357572 -0.22279143 0.62151837 0.14040624\n", - " -0.39178739 -0.06974326 -0.21775526 -0.12145945 0.03929337 0.40115417\n", - " -0.20885793 0.36400086 0.06911724 0.24800738 0.63177148 0.24512457\n", - " 0.06923844 0.60299029 0.92168809 -0.05246236 -0.03793163 0.2327579\n", - " 0.57613398 -0.60338251 0.64228548 0.163319 -0.33302765 0.24699469\n", - " 0.57794745 0.0769984 -0.64854777 -0.11819762 0.0825584 -0.68989586\n", - " -0.39800672 -0.28688198 0.08959641 0.37496431 0.03267451 -0.03626854\n", - " 0.66895208 0.02084908 -0.13302464 0.08404406 -0.12209359 0.07580335\n", - " -0.54194646 -0.10537856 0.23207184 -0.33009405 0.16602371 -0.14528322\n", - " 0.08814695 0.02692141 -0.22717738 0.29312155 0.03169106 -0.37850925\n", - " -0.96972929 -0.69906135 -0.16757993 -1.16554568 -0.02768771 0.0984049\n", - " -0.008351 0.37936293 0.07285989 -0.33086749 0.10667991 0.28928865\n", - " 0.16435684 0.43675097 -0.02744864 0.30338843 0.23683424 0.1639101\n", - " -0.42172913 0.41916186 0.01059184 0.15262541 0.30200822 0.10761263\n", - " -0.01315018 0.42217096 -0.14628685 0.43709345 0.12743708 -0.12596542\n", - " 0.01148059 -0.25940291 -0.20549329 -0.65601167 0.0383893 -0.18863133\n", - " -0.16125279 0.15500542 -0.02493328 -0.03937855 -0.32354619 0.06244496\n", - " -0.7242212 0.28211052 0.01518493 0.02458992 0.0173808 -0.17213258\n", - " -0.65849899 -0.18007537 0.13222437 0.27584967 0.11122492 0.45639188\n", - " 0.09227934 0.01207415 -1.03386157 -0.12508781 -0.11559139 -0.30489727\n", - " -0.06070515 0.37662402 0.01200431 0.16377634 -0.22834648 -0.03555507\n", - " 0.07434661 0.35390775 0.39980551 0.53166748 -0.48854273 0.64344851\n", - " 0.30923244 -0.17724273 0.12208251 0.07305774 0.29605881 0.46759256\n", - " -0.19042925 0.15274539 -0.28146841 0.40313481 -0.26664505 0.18703075\n", - " -0.27093978 0.00206705 0.02464274 0.02622771 -0.75350409 0.14566271\n", - " -0.62761893 -0.16484988 0.45704265 -0.15625091 -0.31012937 0.01059889\n", - " -0.095052 -0.78735462 0.22261218 0.09176416 -0.00853241 -0.2824816\n", - " 0.22655706 0.22307276 -0.12556315 -0.32116172 0.12720971 -0.05862351\n", - " -0.07360443 -0.19161929 0.14454081 -0.14590513 -0.16936557 0.10942471\n", - " -0.16290826 0.14315601 0.28275523 0.46549752 -0.17435402 0.21776753\n", - " 0.11437224 -0.00270693 0.1284497 0.06974001 -0.23662094 0.4287342\n", - " -0.15800028 0.22056944 -0.06705657 -0.04460179 -0.13232011 0.31135155\n", - " -0.22967838 0.26119682 -0.17533461 -0.213255 0.51336482 0.16537795\n", - " -0.0076319 -0.05056839 -0.4992866 0.12211112 -0.15709384 0.34398197\n", - " 0.21522543 0.48967573 0.33638084 0.2532189 -0.37305236 -0.32609351\n", - " -0.69128545 -0.25375511 0.30780513 -0.29322295 0.21782793 0.04516952\n", - " 0.10087848 0.16876318 0.47917662 -0.52159836 -0.03191187 0.25361115\n", - " 0.37019499 0.20844455 -0.15902566 0.22067945 0.3116296 0.53172693\n", - " -0.18807856 -0.41394663 0.58188854 -0.08450069 -0.03070363 -0.21407295\n", - " 0.0486959 0.56070825 -0.55004416 0.01893399 -0.16948103 0.58437723\n", - " -0.05953231 -0.17798649 -0.2556028 -0.27393947 -0.20933228 0.2352751\n", - " 0.11086296 0.22643693 -0.54081692 0.16632677 0.19466141 -0.34681023\n", - " -0.04544485 -0.03882068 -0.1676313 0.3880703 -0.258135 0.08445718\n", - " 0.22554332 -0.23130677 0.2420669 -0.32067861 -0.05947053 -0.17588707]\n", "Found 3197 total galaxies in catalog for cluster 16567\n", - "[-0.00449705 0.0651439 -0.37710386 ... 0.19403952 -0.06819804\n", - " -0.23963409]\n", "Found 2110 total galaxies in catalog for cluster 41321\n", - "[-0.12854613 0.01516148 -0.13310956 ... -0.44806283 0.29884597\n", - " -0.10618633]\n", "Found 368 total galaxies in catalog for cluster 52141\n", - "[ 1.76573584e-01 -2.11709354e-01 -4.39894207e-02 3.99955541e-01\n", - " 5.06073131e-01 -2.14312395e-01 1.88405183e-01 -6.75392550e-02\n", - " -5.42930168e-01 1.45877827e-01 -3.18527251e-01 -2.39124296e-01\n", - " -2.60443169e-02 -3.41942925e-01 6.75762328e-02 2.69208860e-02\n", - " 5.06164927e-01 4.22286302e-01 -4.47950607e-01 1.04814307e-01\n", - " 1.05671753e-01 -5.08023728e-01 -1.19670979e-01 -4.95713988e-01\n", - " -4.01079839e-01 2.72165692e-01 3.03695499e-01 3.04229787e-02\n", - " 7.83777238e-01 -1.68025288e-01 -4.45785829e-04 3.44253346e-01\n", - " 4.06504364e-01 5.58541331e-02 1.27670392e-01 -7.36346918e-02\n", - " 2.28174396e-01 1.36142626e-01 -6.70859943e-01 -3.95838471e-01\n", - " -3.55548755e-01 2.42555342e-01 -3.26156510e-01 3.19772616e-01\n", - " -1.71853424e-01 3.69741594e-01 4.48260320e-01 2.08966993e-01\n", - " 1.47276121e-01 -2.49765184e-02 2.81429573e-01 -5.04443253e-01\n", - " 3.22468786e-02 -1.20213714e-01 3.90996537e-02 -3.24868357e-01\n", - " -5.65610526e-01 -7.18614632e-02 1.60088601e-01 2.54974970e-01\n", - " 3.06238952e-01 2.46850353e-01 -4.05759401e-01 3.21466387e-01\n", - " -3.44532398e-01 -8.45532610e-01 7.52261888e-01 1.46993891e-01\n", - " 4.39272836e-01 3.83418215e-02 2.21435828e-01 8.43150265e-02\n", - " 3.56467827e-01 -3.68136933e-01 -7.03601685e-02 -5.25949364e-02\n", - " 4.60290106e-02 -3.07137468e-01 -5.91419841e-01 3.67746179e-01\n", - " 6.41436508e-01 2.69599338e-01 -4.20281201e-01 6.01530416e-01\n", - " -8.93230406e-02 -6.29284498e-01 -7.07203418e-02 -1.65197997e-02\n", - " 2.32431636e-01 -2.59173134e-01 -4.75228539e-01 4.10994596e-01\n", - " 4.54437776e-01 -4.84688226e-02 2.55751180e-01 2.97365063e-01\n", - " -3.21251547e-01 -1.49166815e-01 2.59918226e-01 2.66794776e-01\n", - " -7.53377817e-02 -1.77192423e-01 2.91327257e-01 -6.49560716e-02\n", - " -1.40637158e-01 1.51580103e-01 -1.11294362e-01 -4.79902598e-01\n", - " -5.32804466e-01 1.72443252e-01 -1.26798076e-01 6.66291046e-02\n", - " 3.37617138e-01 2.10275109e-01 1.13373106e-01 -1.72347369e-01\n", - " -3.07277145e-01 -8.08659138e-03 -4.39120922e-02 -3.59081903e-01\n", - " 5.41263940e-01 -2.24767777e-01 -2.74104920e-01 3.15899278e-01\n", - " 1.68199478e-01 4.25376954e-01 -1.69133381e-01 1.26618447e-01\n", - " -4.12192081e-01 -5.15084398e-02 -2.74536077e-01 5.33813975e-01\n", - " 1.99366444e-01 2.27249070e-01 5.89844484e-05 3.69576867e-02\n", - " -2.80343072e-01 -1.92630740e-01 -3.60694621e-02 -9.15579191e-03\n", - " 2.03596589e-01 2.21979030e-01 -1.72218659e-01 -1.71294601e-01\n", - " 2.01169475e-01 -2.62185824e-02 1.11119870e-01 1.71559876e-01\n", - " 2.44491648e-01 -6.15047486e-01 -2.22251264e-01 -2.75015978e-01\n", - " 4.24332834e-02 6.93559676e-02 -3.14343380e-01 -3.17186023e-01\n", - " 3.66805243e-01 4.35436847e-01 3.64999399e-01 5.21674957e-01\n", - " -1.09780796e-01 1.71711468e-01 -2.61131575e-01 -1.85419220e-01\n", - " -3.06943837e-01 1.82112265e-01 -1.46982948e-01 -3.40442833e-01\n", - " 9.01613012e-01 -8.41016186e-02 -5.11205528e-02 1.80145650e-01\n", - " 1.13662997e-01 -4.53956006e-01 1.76312907e-01 4.07569854e-01\n", - " -6.81787137e-01 1.51448017e-01 1.92799165e-01 -5.36218516e-02\n", - " 1.51585816e-02 2.47051692e-01 1.57805245e-01 8.69978425e-01\n", - " 1.50474125e-01 -1.50650691e-01 -4.48060776e-01 -3.81810528e-01\n", - " 7.71480380e-01 1.74554529e-01 8.30143010e-02 8.44898038e-02\n", - " -2.94729230e-01 -1.21469678e-02 2.68927782e-01 2.88141827e-01\n", - " 2.85040776e-01 3.61266601e-01 2.66090586e-01 -3.63512642e-01\n", - " 5.53708965e-01 -2.58505495e-01 8.81540401e-02 4.12258734e-01\n", - " 3.14216105e-01 5.12472600e-01 1.30278866e-01 -3.49224746e-01\n", - " 2.50176959e-01 1.26971845e-01 -4.68310967e-01 8.30235627e-02\n", - " 2.55160227e-01 3.91974675e-01 6.60360475e-02 2.13747953e-01\n", - " -3.99561572e-01 -6.92255788e-01 -1.63728374e-01 -2.64852749e-01\n", - " 8.85174463e-02 1.45715178e-01 4.33591824e-01 -1.48419932e-01\n", - " -2.19191275e-01 3.43360432e-01 -1.49166803e-01 -1.92958706e-01\n", - " 6.01020545e-01 3.18672384e-01 1.14239570e-01 -6.82628325e-01\n", - " -2.01464524e-02 1.17934940e-01 5.20799015e-02 -5.63030219e-02\n", - " -4.18572846e-02 -1.19843045e-01 -1.32498725e-01 -5.16175287e-01\n", - " -2.08620502e-01 3.24926589e-01 3.93828341e-01 6.87223179e-01\n", - " -4.72948073e-02 -1.10361259e-02 1.43326133e-01 -1.22872076e-01\n", - " 2.81384844e-02 -6.17441379e-02 2.07384936e-02 -2.68485521e-01\n", - " -6.19279247e-01 -4.69556275e-01 4.86223519e-01 2.39302038e-01\n", - " -2.64225472e-01 3.83943560e-01 -2.32054052e-02 2.61769392e-01\n", - " 9.53702369e-02 1.15801699e-01 2.62527831e-01 5.33537373e-01\n", - " 3.86966321e-01 5.98052266e-01 -1.44101762e-01 -2.64781860e-01\n", - " -7.28654454e-02 1.45391825e-02 -4.03742133e-01 -2.84926016e-01\n", - " 5.93798655e-01 -3.87015998e-01 -6.48773592e-01 -1.79526154e-01\n", - " -5.57228790e-01 2.79462845e-01 -2.63385536e-01 8.29324204e-01\n", - " 2.37231522e-01 2.32178988e-01 5.93353305e-02 1.07422990e-01\n", - " -4.36701546e-01 4.13344377e-01 -1.58888932e-01 -3.59229758e-01\n", - " 1.92005679e-01 5.30034150e-01 1.84776971e-01 5.34225310e-01\n", - " -2.83676563e-01 9.46973462e-02 -1.88493048e-02 5.11022267e-02\n", - " -2.72804223e-01 -3.92417402e-01 2.97974353e-01 -2.38287635e-01\n", - " -4.40224282e-01 3.87510820e-01 -1.68653818e-02 4.49051852e-01\n", - " 3.09895989e-02 -5.60514154e-01 6.66893407e-02 3.60311484e-01\n", - " 5.01229527e-01 -1.73918874e-01 -3.12989690e-02 -4.43385814e-02\n", - " 3.86676960e-01 7.02721924e-02 2.15791283e-01 -1.29450525e-01\n", - " 2.84363258e-01 -1.72157576e-01 -4.75289657e-01 -3.99899556e-02\n", - " 2.85052401e-01 4.00064410e-01 2.64690433e-01 2.88702001e-01\n", - " 5.18483573e-01 2.31732992e-01 -1.12145639e-02 2.82768153e-01\n", - " -3.13070992e-01 -2.02829395e-02 -4.10482925e-01 -4.90912408e-01\n", - " 1.88549415e-01 -6.33022646e-02 3.35805846e-01 4.46517441e-01\n", - " 3.27943543e-01 4.72754813e-01 5.27695197e-01 3.45805666e-01\n", - " -3.39501383e-01 5.66649855e-01 -5.75334459e-02 -2.96172387e-02\n", - " 2.21192724e-01 -1.84772811e-01 5.22038995e-03 -2.29602658e-01\n", - " 6.60662368e-02 -2.03033035e-01 -3.73395307e-01 4.38873624e-01\n", - " -3.32695498e-01 1.77603802e-01 -1.93081677e-01 2.64282618e-01\n", - " 1.03604566e-01 -8.12307426e-02 -1.18179006e-01 -2.28505654e-01\n", - " -3.73452490e-01 4.22849655e-01 -5.04497049e-02 3.64099114e-01\n", - " 2.61015508e-01 1.58992961e-01 -2.43341499e-01 1.46488575e-02]\n", "Found 2288 total galaxies in catalog for cluster 52451\n", - "[-0.13209758 0.0736214 0.33589134 ... 0.25934962 0.09085065\n", - " 0.10740707]\n", "Found 1273 total galaxies in catalog for cluster 51057\n", - "[-0.38221749 0.1280364 0.17863892 ... 0.13367647 0.25004617\n", - " -0.19426954]\n", "Found 1986 total galaxies in catalog for cluster 14210\n", - "[ 0.24048008 -0.05902931 -0.09103139 ... -0.36407469 -0.20407521\n", - " 0.18379 ]\n", "Found 2256 total galaxies in catalog for cluster 33410\n", - "[-0.01401261 -0.22932664 -0.05822006 ... 0.27072032 -0.12259029\n", - " 0.14518521]\n", - "Found 2978 total galaxies in catalog for cluster 78132\n", - "[-0.14598296 0.27784246 -0.46251806 ... -0.48841203 0.08179974\n", - " 0.18975939]\n" + "Found 2978 total galaxies in catalog for cluster 78132\n" ] } ], @@ -15998,25 +994,25 @@ "name": "stdout", "output_type": "stream", "text": [ - "my_cluster_shear_catalog_mean_ds.hdf5\n", - "my_cluster_shear_catalog_mode_ds.hdf5\n", - "my_cluster_shear_catalog_pdf_ds.hdf5\n", - "my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", - "my_cluster_shear_catalog_mean_gamma.hdf5\n", - "my_cluster_shear_catalog_mode_gamma.hdf5\n", - "my_cluster_shear_catalog_pdf_gamma.hdf5\n", - "[, , , , , , ]\n" + "outputs_shear_catalogs/my_cluster_shear_catalog_mean_ds.hdf5\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_mode_ds.hdf5\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds.hdf5\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_mean_gamma.hdf5\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_mode_gamma.hdf5\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_gamma.hdf5\n", + "[, , , , , , ]\n" ] } ], "source": [ - "combined_list = [run_combined_cluster_per_name(name) for name in all_runs_names]\n", + "combined_list = [run_combined_cluster_per_name(name[0]) for name in all_runs_names]\n", "print(combined_list)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "id": "dae202ed-1843-42c6-93fa-b2d486cbd4fb", "metadata": {}, "outputs": [ @@ -16055,28 +1051,6 @@ "plt.show()" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "bca9e89f", - "metadata": {}, - "outputs": [], - "source": [ - "bg_cat_list = [ccc.get_background_shear_catalog(0) for ccc in combined_list]\n", - "\n", - "bg_cat_ds_pdf = bg_cat_list[2]\n", - "bg_cat_gamma_nz = bg_cat_list[4]\n", - "print(bg_cat_ds_pdf[2].keys())\n", - "labels = ['zmean_ds', 'zmode_ds', 'zpdf_ds', 'zpdf_ds_shape', 'nz_gamma', 'nz_gamma_shape', 'zmean_gamma', 'zmode_gamma', 'zpdf_gamma']\n", - "\n", - "plt.scatter(bg_cat_ds_pdf['distance_arcmin'] ,bg_cat_ds_pdf['tangential_comp'], label = 'DeltaSigma PDF')\n", - "plt.scatter(bg_cat_gamma_nz['distance_arcmin'] ,bg_cat_gamma_nz['tangential_comp'], label = 'Gamma NZ')\n", - "plt.ylabel('Tangential Shear Component')\n", - "plt.xlabel('Distance from Cluster (arcmin)')\n", - "plt.legend()\n", - "plt.show()" - ] - }, { "cell_type": "markdown", "id": "2616e035-a282-4f5e-8cda-85fa426bddd4", @@ -16095,73 +1069,3140 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "f999eeea", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Options for this pipeline and their defaults:\n", + "{'zedge': [0.2, 0.4, 0.6, 0.8, 1.0], 'richedge': [5.0, 10.0, 20.0], 'initial_size': 100000, 'chunk_rows': 100000}\n" + ] + } + ], "source": [ "print(\"Options for this pipeline and their defaults:\")\n", "print(txpipe.extensions.CLClusterBinningRedshiftRichness.config_options)\n", "step3 = txpipe.extensions.CLClusterBinningRedshiftRichness.make_stage(\n", "cluster_catalog=\"data/example/inputs/cluster_catalog.hdf5\",\n", + "richedge = [0, 80],\n", ")\n", "step3.run()\n", "step3.finalize()\n", " " ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "b52d8153", - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "id": "fa3b0aca-43ff-45ce-8a64-ee95ade439b7", "metadata": {}, "source": [ - "## Making the Ensemble Profile" + "## Making the Ensemble Profile\n", + "\n", + "We have also propagated the information about which profile we are computing, delta sigma or reduced shear in this stage. we see `('profile_type', 'reduced_shear')` in the metadata." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "b452e198", "metadata": {}, "outputs": [], "source": [ - "print(\"Options for this pipeline and their defaults:\")\n", - "print(txpipe.extensions.CLClusterEnsembleProfiles.config_options)\n", - "def run_different_options_ensemble(delta_sigma, name):\n", + "def run_different_options_ensemble(delta_sigma, name, name2):\n", " print(name)\n", - " step3 = txpipe.extensions.CLClusterEnsembleProfiles.make_stage(\n", + " step4 = txpipe.extensions.CLClusterEnsembleProfiles.make_stage(\n", " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", " fiducial_cosmology=\"./data/fiducial_cosmology.yml\",\n", - " output_dir=\"data/example/outputs_shear_catalogs/ensemble_profiles/\",\n", " cluster_shear_catalogs=name,\n", " cluster_catalog_tomography = \"cluster_catalog_tomography.hdf5\",\n", + " r_max = 5.0,\n", + " output_dir=\"outputs_shear_catalogs/\",\n", " #config=\"examples/metadetect/config.yml\", \n", " #max_radius=10.0,\n", - " cluster_profiles = f'cluster_profiles_{name}.pkl',\n", + " cluster_profiles = f'cluster_profiles_{name2}.pkl',\n", + " units='arcmin',\n", + " angle_arcmin_min=5,\n", + " angle_arcmin_max=30,\n", " )\n", - " step3.run()\n", - " step3.finalize()\n", - " final_name = f\"cluster_profiles_{name}.pkl\"\n", + " step4.run()\n", + " step4.finalize()\n", + " final_name = f\"cluster_profiles_{name2}.pkl\"\n", " return final_name\n", " " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "df5e4d5c", - "metadata": {}, - "outputs": [], + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "outputs_shear_catalogs/my_cluster_shear_catalog_mean_ds.hdf5\n", + "Ncluster 8\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4589 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.10861552970817 ... 202 2.4143739151177356e-29\n", + " 7.154845405526278 8.715325907807138 ... 371 4.659809238779302e-29\n", + " 10.2383625553961 12.381086529936566 ... 494 6.233851855443072e-29\n", + "14.650780257917607 18.0106938265133 ... 788 9.86981913189634e-29\n", + " 20.96481356314737 25.557892828764757 ... 1496 1.8343776874702083e-28\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6639 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.086153067241575 ... 217 2.8183908739652595e-29\n", + " 7.154845405526278 8.68726709433499 ... 428 5.487947366579451e-29\n", + " 10.2383625553961 12.539332175609461 ... 822 1.0321923578890971e-28\n", + "14.650780257917607 17.94367437310867 ... 1321 1.6506078967551555e-28\n", + " 20.96481356314737 25.551041076367646 ... 2595 3.186492674812966e-28\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6842 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6868 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8508 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5863 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4941 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6439 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 28\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2384 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.205937551825406 ... 158 1.7774041597238988e-29\n", + " 7.154845405526278 8.776688918470686 ... 293 3.251993065534205e-29\n", + " 10.2383625553961 12.5357377733203 ... 431 4.885666061047555e-29\n", + "14.650780257917607 17.972133595747366 ... 706 8.012869798452425e-29\n", + " 20.96481356314737 23.55646677538964 ... 646 7.346838709046422e-29\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 4123 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.129797133133941 ... 249 2.940026436989135e-29\n", + " 7.154845405526278 8.686535898790012 ... 460 5.21977698811219e-29\n", + " 10.2383625553961 12.465030197232245 ... 725 8.362657268155506e-29\n", + "14.650780257917607 17.753941245301615 ... 1028 1.2585621704955934e-28\n", + " 20.96481356314737 24.803319906955227 ... 1416 1.7010826838221678e-28\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3492 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3825 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2711 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3569 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4520 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3419 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3478 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1652 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1987 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3424 theta_max is 25.547593749801187 arcmin = 9.99822198804875 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2374 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3876 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2650 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2554 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2727 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2392 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4344 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5448 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2574 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3405 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3956 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 3107 theta_max is 30.670825674905267 arcmin = 9.998156030222507 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 4012 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2882 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 3045 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3816 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 21\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2765 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.086397041402392 ... 178 1.6891923571992738e-29\n", + " 7.154845405526278 8.753511816803393 ... 373 3.5280695653713066e-29\n", + " 10.2383625553961 12.4380449425196 ... 646 6.088066523514066e-29\n", + "14.650780257917607 17.573207081462176 ... 897 8.752382059807436e-29\n", + " 20.96481356314737 22.576722223282232 ... 478 4.688363020745654e-29\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2730 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.08684617242564 ... 162 1.6114683914789585e-29\n", + " 7.154845405526278 8.732176684785466 ... 331 3.2356058823110914e-29\n", + " 10.2383625553961 12.421049336655566 ... 650 6.074902102669506e-29\n", + "14.650780257917607 17.74338127979778 ... 966 9.280995668393965e-29\n", + " 20.96481356314737 22.470581667495008 ... 438 4.2444974279800907e-29\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2652 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 4221 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 2343 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1880 theta_max is 22.9175357006242 arcmin = 9.998831771139187 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1450 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1652 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 3121 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 4303 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3453 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3657 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1559 theta_max is 22.21288881987206 arcmin = 9.999094384000774 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1755 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 3105 theta_max is 24.789122304659266 arcmin = 9.995024313779828 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2631 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3450 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1903 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1697 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2968 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 3194 theta_max is 23.970879182832753 arcmin = 9.999780508114759 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 11\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 1137 theta_max is 21.95463152477388 arcmin = 9.998536516986524 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.191650187398145 ... 57 3.960446744570168e-30\n", + " 7.154845405526278 8.850892934595485 ... 126 9.020236033493314e-30\n", + " 10.2383625553961 12.608175429606225 ... 269 2.096556445164168e-29\n", + "14.650780257917607 18.157238711855857 ... 511 3.9024695250881655e-29\n", + " 20.96481356314737 21.486404978769002 ... 109 7.983862879769913e-30\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1446 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.055570908218279 ... 136 9.52977140879116e-30\n", + " 7.154845405526278 8.648079578905614 ... 220 1.3912087873798766e-29\n", + " 10.2383625553961 12.353726741272684 ... 359 2.2379044802243055e-29\n", + "14.650780257917607 17.833771801857363 ... 532 3.417117940066284e-29\n", + " 20.96481356314737 21.159438023645112 ... 46 3.588509613575849e-30\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 965 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 825 theta_max is 21.667407392522133 arcmin = 9.984097523100175 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 1347 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 2108 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1696 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 1008 theta_max is 20.746420709292515 arcmin = 9.99338683887611 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 778 theta_max is 20.665582251992163 arcmin = 9.99718210559031 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1511 theta_max is 21.509886623988567 arcmin = 9.997413918565298 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 791 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_mode_ds.hdf5\n", + "Ncluster 8\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4496 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.126622059050887 ... 198 2.062312660495513e-29\n", + " 7.154845405526278 8.724222948196262 ... 360 4.132684601969897e-29\n", + " 10.2383625553961 12.38284126786297 ... 486 5.556975834256884e-29\n", + "14.650780257917607 18.00467281494504 ... 765 8.507241533496286e-29\n", + " 20.96481356314737 25.537000863189053 ... 1464 1.6266526630200591e-28\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6508 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ---------------------\n", + " 5.000000000000001 6.103804282166301 ... 207 2.421502533922458e-29\n", + " 7.154845405526278 8.691551943615128 ... 422 4.847433052920328e-29\n", + " 10.2383625553961 12.546876167609929 ... 808 9.215031593013133e-29\n", + "14.650780257917607 17.93167194804134 ... 1296 1.46619226962152e-28\n", + " 20.96481356314737 25.560667232557037 ... 2549 2.815068542093064e-28\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6645 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6793 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8401 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5806 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4852 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6358 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 28\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2149 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.247195210698188 ... 149 1.5063225806542627e-29\n", + " 7.154845405526278 8.767197917442905 ... 267 2.606045132258114e-29\n", + " 10.2383625553961 12.577144597933653 ... 399 4.055417380539339e-29\n", + "14.650780257917607 18.024683327330298 ... 626 6.194497720148336e-29\n", + " 20.96481356314737 23.54932535085022 ... 582 5.886215178317781e-29\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3903 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.133360813765564 ... 233 2.4926208563623103e-29\n", + " 7.154845405526278 8.699230006541676 ... 431 4.1935694184273194e-29\n", + " 10.2383625553961 12.476338759545815 ... 697 7.160408633179628e-29\n", + "14.650780257917607 17.695627511265283 ... 977 1.0784299933536853e-28\n", + " 20.96481356314737 24.80759353210787 ... 1337 1.4176411725604393e-28\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3294 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3589 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2477 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3236 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4237 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3203 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3217 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1554 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1814 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3100 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2161 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3646 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2372 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2313 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2529 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2263 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4094 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5253 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2305 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3178 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3770 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2946 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3765 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2588 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2760 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3542 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 21\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2456 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.201828905008536 ... 145 1.1441724842806638e-29\n", + " 7.154845405526278 8.755166119137906 ... 333 2.7133750866908035e-29\n", + " 10.2383625553961 12.456337497799213 ... 581 4.779246077563535e-29\n", + "14.650780257917607 17.522031746263735 ... 807 6.937932511687063e-29\n", + " 20.96481356314737 22.62152235353696 ... 419 3.5305519493611636e-29\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2413 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.140539491160914 ... 141 1.3114153784855912e-29\n", + " 7.154845405526278 8.763598846761314 ... 297 2.515162741093643e-29\n", + " 10.2383625553961 12.433990106416955 ... 572 4.6227668563965415e-29\n", + "14.650780257917607 17.781587168232008 ... 870 7.278114597281196e-29\n", + " 20.96481356314737 22.467098734894837 ... 376 3.2268391480359283e-29\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2346 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3782 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1830 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1511 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1219 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1321 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2637 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3863 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3115 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3282 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1247 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1586 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2779 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2228 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3056 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1528 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1560 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2515 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2800 theta_max is 23.96410763697689 arcmin = 9.9969556650315 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 11\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 891 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.287631953473914 ... 46 2.7006620299777727e-30\n", + " 7.154845405526278 8.836409241445756 ... 97 6.088749523823496e-30\n", + " 10.2383625553961 12.607008546323655 ... 209 1.5225137970594917e-29\n", + "14.650780257917607 18.12887465895526 ... 402 3.002246495962404e-29\n", + " 20.96481356314737 21.479236760083353 ... 85 5.4269665019645506e-30\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1069 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.033726819449114 ... 101 7.48003044291386e-30\n", + " 7.154845405526278 8.529470159011993 ... 172 1.0711599615481127e-29\n", + " 10.2383625553961 12.293000603965284 ... 262 1.5817019525713208e-29\n", + "14.650780257917607 17.781214338717618 ... 387 2.4522115213066396e-29\n", + " 20.96481356314737 21.170246385526003 ... 37 3.3734126021934496e-30\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 626 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 645 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 963 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1532 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1270 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 626 theta_max is 20.729156918041713 arcmin = 9.98507100711446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 514 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1152 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 558 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds.hdf5\n", + "Ncluster 8\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.13954974036725 ... 179 1.996138597647613e-29\n", + " 7.154845405526278 8.707914958560488 ... 329 3.8852006475768094e-29\n", + " 10.2383625553961 12.389048338993296 ... 444 5.288247260367955e-29\n", + "14.650780257917607 17.976772802605023 ... 697 8.070581168307952e-29\n", + " 20.96481356314737 25.538411046060403 ... 1346 1.5354907944350259e-28\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.101506181133271 ... 189 2.2537089013511507e-29\n", + " 7.154845405526278 8.6800029609073 ... 388 4.601287544610761e-29\n", + " 10.2383625553961 12.54482816237115 ... 747 8.798226418683662e-29\n", + "14.650780257917607 17.934597784177924 ... 1200 1.401841179687973e-28\n", + " 20.96481356314737 25.58086518559023 ... 2338 2.687805132217614e-28\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 28\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.233759719335478 ... 120 1.2702522606673682e-29\n", + " 7.154845405526278 8.752476217744281 ... 232 2.4056788334388325e-29\n", + " 10.2383625553961 12.531685231066426 ... 339 3.710334808454236e-29\n", + "14.650780257917607 18.037067955907332 ... 529 5.753925028555324e-29\n", + " 20.96481356314737 23.577685270332626 ... 485 5.380870425340057e-29\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.141544093618048 ... 195 2.2451274774197709e-29\n", + " 7.154845405526278 8.66698978710629 ... 364 3.864586262000416e-29\n", + " 10.2383625553961 12.471627713416702 ... 611 6.650460585801554e-29\n", + "14.650780257917607 17.73363750840751 ... 859 1.0125801057241016e-28\n", + " 20.96481356314737 24.82454130239221 ... 1167 1.3235592640152728e-28\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 21\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.14210872302752 ... 108 9.620027025305879e-30\n", + " 7.154845405526278 8.765706765361054 ... 259 2.3538598837358202e-29\n", + " 10.2383625553961 12.454373396414148 ... 460 4.152497290077634e-29\n", + "14.650780257917607 17.54564379916103 ... 660 6.299763152990184e-29\n", + " 20.96481356314737 22.576647643196516 ... 351 3.2286847419848415e-29\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.126927175589889 ... 114 1.1244800994392146e-29\n", + " 7.154845405526278 8.805797903804994 ... 236 2.2572922124453744e-29\n", + " 10.2383625553961 12.418597085824944 ... 452 4.033731649589162e-29\n", + "14.650780257917607 17.784702674409296 ... 705 6.671295243809067e-29\n", + " 20.96481356314737 22.50016731869643 ... 303 2.844477013151256e-29\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 11\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.115884172980859 ... 31 2.0607587291997345e-30\n", + " 7.154845405526278 8.78494141995983 ... 62 4.3335729574675706e-30\n", + " 10.2383625553961 12.681110648211844 ... 152 1.0584816274210167e-29\n", + "14.650780257917607 18.194335629619015 ... 299 2.1853993470433914e-29\n", + " 20.96481356314737 21.4781292487326 ... 59 4.396271259620606e-30\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ----------------- ... ----- ----------------------\n", + " 5.000000000000001 5.990280549444574 ... 60 4.4380474771146195e-30\n", + " 7.154845405526278 8.504018164661442 ... 119 7.736016672551991e-30\n", + " 10.2383625553961 12.20537334224807 ... 170 1.0428391311705517e-29\n", + "14.650780257917607 17.70450708555177 ... 271 1.751605538078165e-29\n", + " 20.96481356314737 21.18897904663898 ... 26 1.7953777740766105e-30\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", + "Ncluster 8\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.139549740367247 ... 179 9.095313613856235e-29\n", + " 7.154845405526278 8.707914958560487 ... 329 1.770273786805791e-28\n", + " 10.2383625553961 12.38904833899332 ... 444 2.4095655160089987e-28\n", + "14.650780257917607 17.976772802605048 ... 697 3.677323150724495e-28\n", + " 20.96481356314737 25.538411046060396 ... 1346 6.996393107690039e-28\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.101506181133268 ... 189 1.0182854577845567e-28\n", + " 7.154845405526278 8.680002960907302 ... 388 2.0789837547135403e-28\n", + " 10.2383625553961 12.544828162371175 ... 747 3.9752720553529625e-28\n", + "14.650780257917607 17.93459778417793 ... 1200 6.333890266591242e-28\n", + " 20.96481356314737 25.580865185590262 ... 2338 1.2144216486233082e-27\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 28\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.233759719335476 ... 120 5.800277638325174e-29\n", + " 7.154845405526278 8.752476217744281 ... 232 1.0984908726126938e-28\n", + " 10.2383625553961 12.53168523106642 ... 339 1.6942282006937645e-28\n", + "14.650780257917607 18.037067955907336 ... 529 2.627380695090805e-28\n", + " 20.96481356314737 23.577685270332623 ... 485 2.4570349818883783e-28\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.141544093618042 ... 195 1.0294310080813466e-28\n", + " 7.154845405526278 8.666989787106298 ... 364 1.771981756724356e-28\n", + " 10.2383625553961 12.471627713416707 ... 611 3.049354842387383e-28\n", + "14.650780257917607 17.733637508407522 ... 859 4.642860458848605e-28\n", + " 20.96481356314737 24.824541302392188 ... 1167 6.06875538745143e-28\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 21\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.142108723027519 ... 108 4.541809110578843e-29\n", + " 7.154845405526278 8.765706765361054 ... 259 1.1113048057822348e-28\n", + " 10.2383625553961 12.454373396414141 ... 460 1.9604778629121257e-28\n", + "14.650780257917607 17.54564379916099 ... 660 2.974245457676352e-28\n", + " 20.96481356314737 22.57664764319649 ... 351 1.524327295314163e-28\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 6.126927175589889 ... 114 5.257199023542335e-29\n", + " 7.154845405526278 8.805797903804992 ... 236 1.0553352096702919e-28\n", + " 10.2383625553961 12.418597085824933 ... 452 1.8858608613907532e-28\n", + "14.650780257917607 17.784702674409296 ... 705 3.118981550585594e-28\n", + " 20.96481356314737 22.50016731869643 ... 303 1.3298573966302335e-28\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 11\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ---------------------\n", + " 5.000000000000001 6.115884172980859 ... 31 9.307408848508268e-30\n", + " 7.154845405526278 8.784941419959829 ... 62 1.957256554029159e-29\n", + " 10.2383625553961 12.68111064821184 ... 152 4.780628185846664e-29\n", + "14.650780257917607 18.194335629619015 ... 299 9.870347718044e-29\n", + " 20.96481356314737 21.478129248732607 ... 59 1.985574218002962e-29\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius ... n_src W_l \n", + "------------------ ------------------ ... ----- ----------------------\n", + " 5.000000000000001 5.990280549444572 ... 60 2.1511569903369728e-29\n", + " 7.154845405526278 8.504018164661442 ... 119 3.74970894933799e-29\n", + " 10.2383625553961 12.205373342248073 ... 170 5.054724399372463e-29\n", + "14.650780257917607 17.70450708555177 ... 271 8.490171673421432e-29\n", + " 20.96481356314737 21.188979046638977 ... 26 8.702339190637707e-30\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_mean_gamma.hdf5\n", + "Ncluster 8\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4589 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.095980161461226 7.154845405526278 ... 0.0 202 202.0\n", + " 7.154845405526278 8.703875095164008 10.2383625553961 ... 0.0 371 371.0\n", + " 10.2383625553961 12.373678756459315 14.650780257917607 ... 0.0 494 494.0\n", + "14.650780257917607 17.999861465923594 20.96481356314737 ... 0.0 788 788.0\n", + " 20.96481356314737 25.601566416000704 29.999999999999996 ... 0.0 1496 1496.0\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6639 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.103861739648065 7.154845405526278 ... 0.0 217 217.0\n", + " 7.154845405526278 8.698853710808399 10.2383625553961 ... 0.0 428 428.0\n", + " 10.2383625553961 12.557175580088812 14.650780257917607 ... 0.0 822 822.0\n", + "14.650780257917607 17.95675419255725 20.96481356314737 ... 0.0 1321 1321.0\n", + " 20.96481356314737 25.583953319427494 29.999999999999996 ... 0.0 2595 2595.0\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6842 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6868 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8508 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5863 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4941 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6439 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 28\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2384 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.212243176451404 7.154845405526278 ... 0.0 158 158.0\n", + " 7.154845405526278 8.747966815872092 10.2383625553961 ... 0.0 293 293.0\n", + " 10.2383625553961 12.556138391860063 14.650780257917607 ... 0.0 431 431.0\n", + "14.650780257917607 17.937811634720155 20.96481356314737 ... 0.0 706 706.0\n", + " 20.96481356314737 23.54955315241165 29.999999999999996 ... 0.0 646 646.0\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 4123 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.142261862547459 7.154845405526278 ... 0.0 249 249.0\n", + " 7.154845405526278 8.714456380355715 10.2383625553961 ... 0.0 460 460.0\n", + " 10.2383625553961 12.43101751593802 14.650780257917607 ... 0.0 725 725.0\n", + "14.650780257917607 17.760989897553262 20.96481356314737 ... 0.0 1028 1028.0\n", + " 20.96481356314737 24.792478756115436 29.999999999999996 ... 0.0 1416 1416.0\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3492 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3825 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2711 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3569 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4520 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3419 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3478 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1652 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1987 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3424 theta_max is 25.547593749801187 arcmin = 9.99822198804875 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2374 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3876 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2650 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2554 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2727 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2392 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4344 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5448 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2574 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3405 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3956 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 3107 theta_max is 30.670825674905267 arcmin = 9.998156030222507 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 4012 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2882 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 3045 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3816 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 21\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2765 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.085200916613442 7.154845405526278 ... 0.0 178 178.0\n", + " 7.154845405526278 8.735703161039964 10.2383625553961 ... 0.0 373 373.0\n", + " 10.2383625553961 12.429203010926786 14.650780257917607 ... 0.0 646 646.0\n", + "14.650780257917607 17.613424065422617 20.96481356314737 ... 0.0 897 897.0\n", + " 20.96481356314737 22.597533123162112 29.999999999999996 ... 0.0 478 478.0\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2730 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.1228024769471965 7.154845405526278 ... 0.0 162 162.0\n", + " 7.154845405526278 8.775342505885476 10.2383625553961 ... 0.0 331 331.0\n", + " 10.2383625553961 12.411759598149633 14.650780257917607 ... 0.0 650 650.0\n", + "14.650780257917607 17.754577899085643 20.96481356314737 ... 0.0 966 966.0\n", + " 20.96481356314737 22.50540094779791 29.999999999999996 ... 0.0 438 438.0\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2652 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 4221 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 2343 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1880 theta_max is 22.9175357006242 arcmin = 9.998831771139187 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1450 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1652 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 3121 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 4303 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3453 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3657 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1559 theta_max is 22.21288881987206 arcmin = 9.999094384000774 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1755 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 3105 theta_max is 24.789122304659266 arcmin = 9.995024313779828 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2631 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3450 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1903 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1697 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2968 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 3194 theta_max is 23.970879182832753 arcmin = 9.999780508114759 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 11\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 1137 theta_max is 21.95463152477388 arcmin = 9.998536516986524 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.143509498539015 7.154845405526278 ... 0.0 57 57.0\n", + " 7.154845405526278 8.920890641166014 10.2383625553961 ... 0.0 126 126.0\n", + " 10.2383625553961 12.490227440277783 14.650780257917607 ... 0.0 269 269.0\n", + "14.650780257917607 18.17567469529808 20.96481356314737 ... 0.0 511 511.0\n", + " 20.96481356314737 21.45444921002222 29.999999999999996 ... 0.0 109 109.0\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1446 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.09054573845143 7.154845405526278 ... 0.0 136 136.0\n", + " 7.154845405526278 8.712344421944916 10.2383625553961 ... 0.0 220 220.0\n", + " 10.2383625553961 12.304670530483442 14.650780257917607 ... 0.0 359 359.0\n", + "14.650780257917607 17.747143755378517 20.96481356314737 ... 0.0 532 532.0\n", + " 20.96481356314737 21.18901101951002 29.999999999999996 ... 0.0 46 46.0\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 965 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 825 theta_max is 21.667407392522133 arcmin = 9.984097523100175 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 1347 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 2108 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1696 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 1008 theta_max is 20.746420709292515 arcmin = 9.99338683887611 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 778 theta_max is 20.665582251992163 arcmin = 9.99718210559031 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1511 theta_max is 21.509886623988567 arcmin = 9.997413918565298 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 791 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_mode_gamma.hdf5\n", + "Ncluster 8\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4496 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.090298816873434 7.154845405526278 ... 0.0 198 198.0\n", + " 7.154845405526278 8.700605018572972 10.2383625553961 ... 0.0 360 360.0\n", + " 10.2383625553961 12.37226259052642 14.650780257917607 ... 0.0 486 486.0\n", + "14.650780257917607 17.998485120096582 20.96481356314737 ... 0.0 765 765.0\n", + " 20.96481356314737 25.594838625998594 29.999999999999996 ... 0.0 1464 1464.0\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6508 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.113337649114584 7.154845405526278 ... 0.0 207 207.0\n", + " 7.154845405526278 8.704140343766374 10.2383625553961 ... 0.0 422 422.0\n", + " 10.2383625553961 12.567299518364754 14.650780257917607 ... 0.0 808 808.0\n", + "14.650780257917607 17.946701992428466 20.96481356314737 ... 0.0 1296 1296.0\n", + " 20.96481356314737 25.586549710528566 29.999999999999996 ... 0.0 2549 2549.0\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6645 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6793 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8401 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5806 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4852 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6358 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 28\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2149 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.215957721392165 7.154845405526278 ... 0.0 149 149.0\n", + " 7.154845405526278 8.745610556086692 10.2383625553961 ... 0.0 267 267.0\n", + " 10.2383625553961 12.574990332437437 14.650780257917607 ... 0.0 399 399.0\n", + "14.650780257917607 17.970908762688083 20.96481356314737 ... 0.0 626 626.0\n", + " 20.96481356314737 23.5466362368359 29.999999999999996 ... 0.0 582 582.0\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3903 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.135941251717101 7.154845405526278 ... 0.0 233 233.0\n", + " 7.154845405526278 8.726448661907954 10.2383625553961 ... 0.0 431 431.0\n", + " 10.2383625553961 12.42510089352754 14.650780257917607 ... 0.0 697 697.0\n", + "14.650780257917607 17.73919466695267 20.96481356314737 ... 0.0 977 977.0\n", + " 20.96481356314737 24.779078744020286 29.999999999999996 ... 0.0 1337 1337.0\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3294 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3589 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2477 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3236 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4237 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3203 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3217 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1554 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1814 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3100 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2161 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3646 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2372 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2313 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2529 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2263 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4094 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5253 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2305 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3178 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3770 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2946 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3765 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2588 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2760 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3542 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 21\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2456 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.110685401354426 7.154845405526278 ... 0.0 145 145.0\n", + " 7.154845405526278 8.730009213167941 10.2383625553961 ... 0.0 333 333.0\n", + " 10.2383625553961 12.421618013192386 14.650780257917607 ... 0.0 581 581.0\n", + "14.650780257917607 17.586645994837287 20.96481356314737 ... 0.0 807 807.0\n", + " 20.96481356314737 22.60876982736338 29.999999999999996 ... 0.0 419 419.0\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2413 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.135714325580151 7.154845405526278 ... 0.0 141 141.0\n", + " 7.154845405526278 8.789564179432569 10.2383625553961 ... 0.0 297 297.0\n", + " 10.2383625553961 12.417059463391 14.650780257917607 ... 0.0 572 572.0\n", + "14.650780257917607 17.75901258202372 20.96481356314737 ... 0.0 870 870.0\n", + " 20.96481356314737 22.517559913215717 29.999999999999996 ... 0.0 376 376.0\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2346 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3782 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1830 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1511 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1219 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1321 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2637 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3863 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3115 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3282 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1247 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1586 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2779 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2228 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3056 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1528 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1560 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2515 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2800 theta_max is 23.96410763697689 arcmin = 9.9969556650315 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 11\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 891 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.245187277957168 7.154845405526278 ... 0.0 46 46.0\n", + " 7.154845405526278 8.90656713830909 10.2383625553961 ... 0.0 97 97.0\n", + " 10.2383625553961 12.4929684004665 14.650780257917607 ... 0.0 209 209.0\n", + "14.650780257917607 18.164705400698033 20.96481356314737 ... 0.0 402 402.0\n", + " 20.96481356314737 21.445636664476204 29.999999999999996 ... 0.0 85 85.0\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1069 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.067726133270108 7.154845405526278 ... 0.0 101 101.0\n", + " 7.154845405526278 8.670358736761745 10.2383625553961 ... 0.0 172 172.0\n", + " 10.2383625553961 12.260717604069868 14.650780257917607 ... 0.0 262 262.0\n", + "14.650780257917607 17.679388044059735 20.96481356314737 ... 0.0 387 387.0\n", + " 20.96481356314737 21.199549426289376 29.999999999999996 ... 0.0 37 37.0\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 626 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 645 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 963 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1532 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1270 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 626 theta_max is 20.729156918041713 arcmin = 9.98507100711446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 514 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1152 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 558 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_gamma.hdf5\n", + "Ncluster 8\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.111581962850052 7.154845405526278 ... 0.0 179 179.0\n", + " 7.154845405526278 8.69130282840402 10.2383625553961 ... 0.0 329 329.0\n", + " 10.2383625553961 12.380516113097531 14.650780257917607 ... 0.0 444 444.0\n", + "14.650780257917607 17.97807934321119 20.96481356314737 ... 0.0 697 697.0\n", + " 20.96481356314737 25.577808624573635 29.999999999999996 ... 0.0 1346 1346.0\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.115080277319229 7.154845405526278 ... 0.0 189 189.0\n", + " 7.154845405526278 8.695732312744152 10.2383625553961 ... 0.0 388 388.0\n", + " 10.2383625553961 12.568115051640977 14.650780257917607 ... 0.0 747 747.0\n", + "14.650780257917607 17.94393524617345 20.96481356314737 ... 0.0 1200 1200.0\n", + " 20.96481356314737 25.61243571127088 29.999999999999996 ... 0.0 2338 2338.0\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 28\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.22342447785585 7.154845405526278 ... 0.0 120 120.0\n", + " 7.154845405526278 8.72696910197035 10.2383625553961 ... 0.0 232 232.0\n", + " 10.2383625553961 12.56951667727292 14.650780257917607 ... 0.0 339 339.0\n", + "14.650780257917607 17.991125157433952 20.96481356314737 ... 0.0 529 529.0\n", + " 20.96481356314737 23.555208836972138 29.999999999999996 ... 0.0 485 485.0\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- ------\n", + " 5.000000000000001 6.143128298566377 7.154845405526278 ... 0.0 195 195.0\n", + " 7.154845405526278 8.697957100515225 10.2383625553961 ... 0.0 364 364.0\n", + " 10.2383625553961 12.420817385151116 14.650780257917607 ... 0.0 611 611.0\n", + "14.650780257917607 17.72333887881258 20.96481356314737 ... 0.0 859 859.0\n", + " 20.96481356314737 24.797938060979934 29.999999999999996 ... 0.0 1167 1167.0\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 21\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ----------------- ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.087703894469404 7.154845405526278 ... 0.0 108 108.0\n", + " 7.154845405526278 8.710868800581311 10.2383625553961 ... 0.0 259 259.0\n", + " 10.2383625553961 12.40485032378712 14.650780257917607 ... 0.0 460 460.0\n", + "14.650780257917607 17.58427940693377 20.96481356314737 ... 0.0 660 660.0\n", + " 20.96481356314737 22.5923369437322 29.999999999999996 ... 0.0 351 351.0\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.1557623933574375 7.154845405526278 ... 0.0 114 114.0\n", + " 7.154845405526278 8.822812133369776 10.2383625553961 ... 0.0 236 236.0\n", + " 10.2383625553961 12.428955480983847 14.650780257917607 ... 0.0 452 452.0\n", + "14.650780257917607 17.762501103603903 20.96481356314737 ... 0.0 705 705.0\n", + " 20.96481356314737 22.528172928130868 29.999999999999996 ... 0.0 303 303.0\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n", + "Ncluster 11\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.126848038933162 7.154845405526278 ... 0.0 31 31.0\n", + " 7.154845405526278 8.888184735987299 10.2383625553961 ... 0.0 62 62.0\n", + " 10.2383625553961 12.500520936963508 14.650780257917607 ... 0.0 152 152.0\n", + "14.650780257917607 18.195050468666444 20.96481356314737 ... 0.0 299 299.0\n", + " 20.96481356314737 21.436400773789536 29.999999999999996 ... 0.0 59 59.0\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "GCData\n", + "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", + "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", + "> 5 objects\n", + " radius_min radius radius_max ... z_err n_src W_l \n", + "------------------ ------------------ ------------------ ... ----- ----- -----\n", + " 5.000000000000001 6.0514469926168575 7.154845405526278 ... 0.0 60 60.0\n", + " 7.154845405526278 8.599840052518546 10.2383625553961 ... 0.0 119 119.0\n", + " 10.2383625553961 12.256055380127641 14.650780257917607 ... 0.0 170 170.0\n", + "14.650780257917607 17.6905615731236 20.96481356314737 ... 0.0 271 271.0\n", + " 20.96481356314737 21.211966289299927 29.999999999999996 ... 0.0 26 26.0\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", + "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "!!! maximum distance of source smaller than distance_bins\n", + "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", + "arcmin\n", + "cluster ensemble computed\n", + "covariance computed\n", + "cl_ensemble_created\n" + ] + } + ], "source": [ - "test_ensemble = [run_different_options_ensemble(None, run) for run in all_runs_names]" + "test_ensemble = [run_different_options_ensemble(None, run[0], i) for i,run in enumerate(all_runs_names)]" ] }, { @@ -16169,47 +4210,319 @@ "id": "9ab458cc", "metadata": {}, "source": [ - "## SACC File\n" + "## SACC File\n", + "Lastly we are running the SACC stage to show the profiles. THis stage has to be addapted for the reduced shear as we can measure it in angles instead of physical radii. Also, we need to decide on the type of data that we will assign to the different options." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "e5f9f0d8", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Options for this pipeline and their defaults:\n", + "{'r_min': 0.5, 'r_max': 5.0}\n" + ] + } + ], "source": [ "print(\"Options for this pipeline and their defaults:\")\n", "print(txpipe.extensions.CLClusterSACC.config_options)\n", - "def run_different_options_sacc(delta_sigma, name):\n", + "def run_different_options_sacc(delta_sigma, name, name2):\n", " print(name)\n", " step5 = txpipe.extensions.CLClusterSACC.make_stage(\n", " cluster_profiles = name,\n", " survey_name = 'cosmodc2-1deg',\n", " area = 1.0,\n", + " cluster_sacc_catalog = f\"cluster_sacc_catalog_{name2}.sacc\"\n", " )\n", " step5.run()\n", " step5.finalize()\n", - " final_name = f\"my_cluster_shear_catalog_{name}.sacc\"\n", + " final_name = f\"cluster_sacc_catalog_{name2}.sacc\"\n", " return final_name\n", " " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "88984fd3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cluster_profiles_0.pkl\n", + "cluster_profiles_0.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "cluster_profiles_1.pkl\n", + "cluster_profiles_1.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", + " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", + "NOTE/WARNING: Expected output file cluster_sacc_catalog_0.sacc was not generated.\n", + "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", + " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", + "NOTE/WARNING: Expected output file cluster_sacc_catalog_1.sacc was not generated.\n", + "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", + " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", + "NOTE/WARNING: Expected output file cluster_sacc_catalog_2.sacc was not generated.\n", + "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", + " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", + "NOTE/WARNING: Expected output file cluster_sacc_catalog_3.sacc was not generated.\n", + "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", + " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cluster_profiles_2.pkl\n", + "cluster_profiles_2.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "cluster_profiles_3.pkl\n", + "cluster_profiles_3.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "cluster_profiles_4.pkl\n", + "cluster_profiles_4.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "cluster_profiles_5.pkl\n", + "cluster_profiles_5.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "cluster_profiles_6.pkl\n", + "cluster_profiles_6.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "NOTE/WARNING: Expected output file cluster_sacc_catalog_4.sacc was not generated.\n", + "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", + " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", + "NOTE/WARNING: Expected output file cluster_sacc_catalog_5.sacc was not generated.\n", + "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", + " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", + "NOTE/WARNING: Expected output file cluster_sacc_catalog_6.sacc was not generated.\n" + ] + } + ], "source": [ - "test_sacc = [run_different_options_sacc(None, bla) for bla in test_ensemble]" + "test_sacc = [run_different_options_sacc(None, run, i) for i,run in enumerate(test_ensemble)]" + ] + }, + { + "cell_type": "markdown", + "id": "dcf7fda9-e1a8-4443-9984-1e4d01acbe12", + "metadata": {}, + "source": [ + "### Here we plot the profile of one bin for each file" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "4ae71371", "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cluster_sacc_catalog_0.sacc\n", + "{'bin_z_0': , 'bin_z_1': , 'bin_z_2': , 'bin_z_3': , 'bin_rich_0': , 'radius_0': , 'radius_1': , 'radius_2': , 'radius_3': , 'radius_4': , 'cosmodc2-1deg': }\n", + "6.129519903362104\n", + "8.756661914551753\n", + "12.503163782479836\n", + "17.909285737049128\n", + "25.55213159642551\n" + ] + }, + { + "data": { + "image/png": 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", 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KOyovIiIileDYoQLmvLGeguNuomrYGfy7dtRt4jQ7VlhSeREREblEB7Ye57/vbKK02EvN5BhuGN8OZ50Ys2OFLZUXERGRS7B1ZTaL/70Vv88g5TIng8a2I6qG3exYYU3lRURE5CIYhsGaeXv56es9ADTrkkTfMa2IsOtS6EBTeREREblAPq+f76duZeuKU3eQ79S/Ed1vaoJFl0JXCZUXERGRC+Au8jD/3U0c2HoCi9XC1bc3p3XvembHqlb0/G0Rk8xZ9hnbt28wO4aIXID84yXMfGEdB7aewO6wMfh37VRcTKAjLyImyNm7h4MfOdhvPUR2681cPWGE2ZFE5ByOZOUz5431FOWVEuuMZPD49tRpEGd2rGpJR15ETLD0/a/w2uPw2yLZtDWJ+X+YireoxOxYInIGezceZeaL6yjKKyWhXizDHu2i4mIilReRKubz+cg7kABAjdL9AOwqTGH6A7M4ueOAmdFEpAKblhxg3lsb8Lp9NGhVi5sf7kxc7SizY1VrKi8iVWzl7Lm4o1Kx+koZ8NTV9O0NEd5iTkYk8/mz69j55XKzI4oIYPgNls/YyZJp2zEMaNUzhcHj2+OI1hkXZlN5EaliOxfsBiCa7SQ3bEyrO/oy7PctifMcodReg2/+W8iP//gCv99vclKR6svr8bHg/Z/JWJgFQLchafQZ1RKbTR+bwUBbQaQKncg9TJG/OQCNrk4um57YvinpLw2mgf0ghsVG5v7azB7/CcVH88yKKlJtFReUMvvlTHaty8Vqs3DdXZfTZVCangodRFReRKrQonc/x2+LItKdy1W331rudw5nDW549Q66XObC4vdyyJ/K9EcXkPPTVpPSilQ/J3OLmPHcWnJ2u3DERDDkgQ606FbX7FjyKyovIlXo5M5YAGokZWOznX4LcavVSreHb2bwsNo4PHkU2hP48r3dbJzyTVVHFal2sne5mPHcWlxHiolLiOKWRzpTr0Uts2NJBVReRKrIum++pSSqERa/j1539j/r2Eb9u5D+l+4k+LLx2aJYujqChY9+gs/tqaK0ItXLzrW5zH45g5JCD0mN4hj2x87UTok1O5acgcqLSBXZNPvU3XSjvdtp2Oryc46Pa1SX294YTvOap56dst1Vl8/Hf0be3uyA5hSpTgzDIOObLBa8twmf10/jdokMndiJWKfD7GhyFiovIlWgKD+PopJmAKR2Pf//mrM57Fz/7Eiu6urD5ivhmC2Fz/62ir3/XR2oqCLVht/nZ+mn21k+cycAbfvUZ+DYttgdeip0sFN5EakC374zDZ89FnvpCfrcdfsFz9/2t9dz831NiPUcw22PZ96sE6x8fpYupxa5SKUlXua9vZFNSw6CBa68rRlXpTfHqqdChwSVF5EqcPTnU/8gxsTvJdJxcYejk69oSfpz/Um1HsKwRrB2l5OvH5yK21VQmVFFwl6hy82XL2Wwb+MxbHYrA+5rQ/trG5gdSy6AyotIgG1euZJix2Vg+LnijqsuaVnRifHc9MZIOjQ8gcXwccBTj+kT53IkY2clpRUJb8cOFfDFc2s4kpVPdJydoQ91pGnHJLNjyQVSeREJsHXTTt3uP7p0Fy2uuOKSl2e1Wun1p2H0H1SDSE8B+fY6zHxzG5v/s+iSly0Szg5sPc7M59dRcNxNzeQYhv2xM3WbOM2OJRdB5UUkgNzFxRTlNwagTtvK/S696U09uO2xTtTyHsYbEc3iH2DRE5/i83gr9X1EwsHWldl8/fp6Sou9pFzmZNgjnXHWiTE7llwklReRAFr04ad4ImsS4cnn2nsv/ETdc6nZrD7DX7uZpjVOXT695VgSM8ZNp+DAkUp/L5FQZBgGP83Zw3cfbcHvM2jWJYkhD3Ygqobd7GhyCVReRAIoZ00xADHRu4iJiwvIe0TERDHghTvo1aEEq6+UI9YUpv91GfsXZQbk/URChc/rZ9G/trB6zh4AOg1oxPW/bU2EXZdChzqVF5EA2bNpI0X2U/d2aXtLx4C/X4exg7hpTH1iPMcpsddkzqeHWfPqVwF/X5Fg5C7y8PXr69m6MgeL1cI1d7Sgx9CmWHQpdFhQeREJkBX/+hYsNqJK9tChb58qec/UK9uQ/r99SeYQfqudVVtqMHfCfygtKK6S9xcJBnnHipn5wjoObjuB3WFj8O/a0bp3PbNjSSVSeREJAK/HQ+HRVABqNS+p0veOSa7NLW/cTtuUo2D42VuSyvQHZ3P8571VmkPEDEey8pnx3FqOHyok1hnJzQ93olGbBLNjSSVTeREJgCWffEGpow42bzF97r2tyt/fGmHjqr8O57prHdi9heTZk/ji5Y1s/3xZlWcRqSp7Nx5l5ovrKMorJaFeLMMe7UKdBoE510zMpfIiEgBZy44CEB2xnVp1zLsBVovhvbn1obY4Pbl4ImJZ+K2bpU9/ht/rMy2TSCBsWnKAeW9twOv20aBVLW55uDNxtaPMjiUBovIiUsmyd++m2NocgBaDmpmcBmq3bszwV2+icdQhsFjZmJ3IzPHTKDp83OxoIpfM8Bv8OGMnS6ZtxzCgVc8UBo9vT2R0hNnRJIBUXkQq2bIpX2NY7ThKDnLF4IFmxwEgskY0g1/5Dd1aFWD1ezhMKtP/tIhDP/5sdjSRi+Yt9bHg/Z/JXJgFQLchafQZ1RKbTR9t4U5bWKQS+Xw+8g4mAhDf8Dg2W3DdT6LLg0O4YUQyUZ6TFNlrM/uj/WS+Pc/sWCIXrLiglNmvZLJrXS5Wm4Xr7rqcLoPSsFh0KXR1oPIiUolWfvk17qgUrL5Srr5nqNlxKtSgbwfSn+5NHX82flskP2ZGMf8PU/EWVe1VUSIX6+ThImY8t5ac3S4cMREMeaADLbrVNTuWVCGVF5FKtPObvQBEs53kho3MDXMWNerXYdib6VyemAvArsIUPntgFid3HDQ5mcjZZe9yMeOfa3EdKSYuIYpbHulMvRa1zI4lVUzlRaSSHD+cTZG/BQCNrwn+/wq02SPo8/cR9LkSIrzFnIhI5vNn17Br9gqzo4lUaOfaXGa/nEFJoYekRnHc+mgXaqfEmh1LTKDyIlJJFr/zBX6bg0h3Lr1HDDM7znm7/Dd9uWVcC+I8Ryi1x7FgXgE//uML/H6/2dFEgFMPV8z4JosF723C5/WT1j6RoRM7ERMfaXY0MYnKi0glObm7BgA1krKD7kTdc6nT8TLSXxpMfftBDIuNzP21mT3+E4qP5pkdTao5v8/P0mnbWT5zJwDt+tRnwP1tsTtCax+TyqXyIlIJ1i74hpKoRlj8PnrdNcDsOBfF4azBja/eQeemLix+L4f8qUx/dAGHV281O5pUU6UlXua9vZFNSw+CBa68rRm905tj1cMVq70qKS9vvfUWaWlpREVF0blzZ5YtO/styt1uN0888QSNGjXC4XDQtGlTPvjgg6qIKnJRfp69CYBo73YatmxlcpqLZ7Va6f7IzQy6uRYOTx6F9gRmvbubjR8sNDuaVDOFLjdfvpTBvo3HsNmtDLivDe2vbWB2LAkSAb8F4fTp05kwYQJvvfUWvXr14p133mHgwIFs3ryZhg0bVjjP8OHDOXz4MFOmTOGyyy4jNzcXr9cb6KgiFyXfdZIidzOwQ2q3GmbHqRSNB17B8Fb1mfePRRyzpbD0J8jZ/gl9n74Nm8NudjwJc8cOFTDnjfUUHHcTHWdn0O/aUTfNaXYsCSIWwzCMQL5Bt27d6NSpE5MnTy6b1qpVK4YOHcqkSZNOGz9//nxGjBjB7t27qV279gW/X15eHk6nE5fLRXx8/CVlFzkfs59/mwO7mmMvPc6dk28k0uEwO1Kl8bk9LPrL52x3nbp6KsGXzaAn+hLfOMXkZBKuDmw9zn/f2URpsZeayTHcML4dzjoxZseSKnAhn98B/dqotLSUtWvX0q9fv3LT+/Xrx/Llyyuc56uvvqJLly7885//pF69ejRv3pyHH36Y4uLiCse73W7y8vLKvUSq0rGfT504GOvMCqviAmBz2Ln+uZFcdYUXm6+EY7YUPvvbKvYtWGN2NAlDW1dk8/Vr6ykt9pJymZNhf+ys4iIVCmh5OXr0KD6fj+Tk5HLTk5OTycnJqXCe3bt388MPP7Bp0yZmzZrFK6+8whdffMG4ceMqHD9p0iScTmfZq0EDfScqVWfz8hUURzUFw88Vv7nK7DgB0/bufgy9rwmxnmO47fHMnXGcVS/M0uXUUikMw+CnOXv47l9b8PsNmnVJYsiDHYiK1VeUUrEqOWH318+aMAzjjM+f8Pv9WCwWpk6dSteuXRk0aBAvvfQSH330UYVHXx5//HFcLlfZa//+/QFZB5GKrJt+6oZu0aU7ad65i8lpAqvuFS1Jf64/qdZDGNYI1ux0MufBqbhdBWZHkxDm8/pZ9K8trJ6zB4BOAxpx/W9bE2HXpdByZgEtL4mJidhsttOOsuTm5p52NOYXKSkp1KtXD6fz/z85q1WrVhiGwYEDB04b73A4iI+PL/cSqQru4mKK8tMAqNOuevxDG50Yz01vjKRDg+NYDB/7PfWYPnEuR9fvMjuahCB3kYevX1/P1pU5WKwWrrmjBT2GNsWiS6HlHAJaXiIjI+ncuTMLF5a/zHLhwoX07Nmzwnl69erFoUOHKCj4//9rbvv27VitVurXrx/IuCIXZNEH0/BEOonw5HPdPbebHafKWK1Wej1xK/0GxhLpKSDfXocZr29ly9RFZkeTEJJ3rJiZL6zj4LYT2B02Bo9rR+ve9cyOJSEi4F8bTZw4kffff58PPviALVu28NBDD5GVlcXYsWOBU1/7jB49umz8yJEjSUhI4K677mLz5s0sXbqURx55hN/+9rdER0cHOq7IectZe+opzDHRu4iOC49LpC/EZUN7cttjnajpPYw3IppFy2Dxk5/i8+i2BnJ2R7LymfHcWo4fKiTWGcnND3eiUesEs2NJCAl4eUlPT+eVV17hmWeeoUOHDixdupR58+bRqNGpJ+5mZ2eTlZVVNr5GjRosXLiQkydP0qVLF+644w5uvPFGXnvttUBHFTlvuzesp8jeHIC2t3YyOY15ajarT/prN9M0NhuAzUeTmDFuOgUHjpicTILV3g1HmfniOorySkmoV4NbH+tCnQZxZseSEBPw+7xUNd3nRarCJw+/xImCDkSV7OHuj+42O05QyJg8j5XrrPhtkUR5TtLvjiY06NvB7FgSRDYtOcDST7djGNCgVS0G3NeWyOiA3ytVQkTQ3OdFJBx5PR4Kj506/6pW8xKT0wSPjv8ziJvG1Cfac4ISe03mfHqYta99bXYsCQKG3+DHGTtZMu1UcWnVK4XB49uruMhFU3kRuUDfT/2cUkciNm8xfe8bbnacoJJ6ZRtG/G8fkjmE32pn5eZY5k74D6UFFd9kUsKft9THgvc3kbnw1OkB3YY0oc9vWmKz6eNHLp7+ekQu0IEfjgEQHbGdmol1TE4TfGKSa3PLG7fTtu5RMPzsLUnlswdnc/znvWZHkypWXFDK7Fcy2bXuCFabhevuupwugxqf8T5fIudL5UXkAmTv3k2R9dSJui0HNzc5TfCyRti46qnhXHetA7u3CJc9iS9e3sj2z8/+RHkJHycPFzHjubXk7HbhiIlgyIMdaNGtrtmxJEyovIhcgKVTvsKw2nGUHKDbjYPNjhP0Wgzvza0PtSHek4snIpaF37pZ+vRn+L0+s6NJAGXvcjHjn2txHSkmLiGKWx7pTL3mtcyOJWFE5UXkPPl8PvIPnvqayNnwhMlpQkft1o1Jf/UmGkcdAouVjdmJzBo/jaLDx82OJgGwc20us1/OoKTQQ1KjOG59tAu1U2LNjiVhRuVF5DytmPUV7qgUrL5Srr73ZrPjhJTIGtEMfuU3dG1ZgNXvIYdUpv9pEYd+/NnsaFJJDMNg3Tf7WPDeJnxeP2ntExk6sRMx8ZFmR5MwpPIicp52fbMPgGi2kdSgoclpQtMVE4ZwQ3oSUR4XRfbazP5oP5lv/9fsWHKJ/D4/S6dtZ8XMU8+4atenPgPub4vdUT2e+SVVT+VF5DwcP5xNkdECgLQ+KSanCW0Nru3I8KevpI4/G78tkh8zHcx/eCreIt0zJxSVlniZ9/ZGNi09CBa48rZm9E5vjlUPV5QAUnkROQ+L35mB3+Yg0n2YK9OHmR0n5MXVr8OwN9NplZALwK6CFD57YCYndxw0OZlciEKXmy9fymDfxmPY7FYG3teW9tc2MDuWVAMqLyLn4eTuUw9ejEvKwWbTofDKYLNH0PcfI+hzJUR4izkRUZfPn13D7q9WmB1NzsOxQwV88dwajmTlEx1nZ+jEjjTpqPseSdVQeRE5h9XzF1AS1RCL30fPuweaHSfsXP6bvtwyrgVxnqOU2uOYP7eA5ZNm4Pf7zY4mZ7B/63Fm/nMtBcfd1EyOYdgfu1A3zWl2LKlGVF5EzmHLV5sBiPZto2HzlianCU91Ol5G+kuDqB9xCMNiI2NfLWb/firu43lmR5Nf2boimzmvrae0xEfKZU6G/bEzzjrRZseSakblReQs8l0nKSq9DIB63fSU8kByOGtw42sj6dzUhcXv45CvHtMeWcDh1VvNjiacuhT6p693892/tuD3GzS7IpmbHuxIVKzd7GhSDam8iJzFonc/xRcRi730ONeMSTc7TtizWq10f+RmBg6ticOTR6E9gVnv7mbThwvNjlat+bx+vvvXFlbP3QtApwGNuP6uy7HZ9REi5tBfnshZHNt86uTc2JpZRDocJqepPtIGXcHwP3ejti8Hny2KJatsfPvYJ/jcHrOjVTvuIg9fv76ebStzsFgtXHNHC3oMbYpFl0KLiVReRM7g5x9/pNjRFAw/XX9ztdlxqp34xikMf+M2mjtzANh2si6fj/+M/H05JierPvKOFTPzhXUc3HYCu8PG4HHtaN27ntmxRFReRM4kY/oqAKJLd9KsU2eT01RPNoed658byVVXeLH5SjhmS2H6MyvZt2CN2dHCXu6+PGY8t5bjhwqJrenglkc60ah1gtmxRACVF5EKuYuLKSxIAyCpve7rYra2d/dj6L1NiPUcw22PZ+6M4/z04pe6nDpA9m44yqwX11GUV0pCvRrc+mhnEuvHmR1LpIzKi0gFvpvyCd5IJxGePK69+3az4whQt2tL0p/rT6r1EIY1gtU74pnz4Ce4XQVmRwsrG78/wLzJG/CW+mlweW1uebgTNWpFmR1LpByVF5EK5KwrBSAmZjfRcTVMTiO/iE6M56Y3RtKh/nEw/Oz3pDJ94lyOrt9ldrSQZ/gNfpyxk6WfbscwoFWvFAaPa0dkdITZ0UROo/Ii8iu7N6yn2N4MgHa3djE5jfya1Wql15O30n9ADJGeAvLtdZjx+la2fLLY7Gghy1vqY8H7m8hcmAVAtyFN6POblths+oiQ4KS/TJFfWfnxd2CxElWyh/ZXX2V2HDmDy27uyW2PdaKm9zDeiGgWLTVY/OSn+Dxes6OFlOKCUma/ksmudUewRli47q7L6TKoMRaLLoWW4KXyIvJ/eD0eCo/VB6B2C7fJaeRcajarT/prN9MkJhuAzUeTmDH+UwoPHTU5WWg4ebiIGc+tJWe3C0dMBEMe6ECLbnXNjiVyTiovIv/H9//5jFJHIjZvEX3vG252HDkPETFRDHzpDnq2K8bqK+WIJZXpf17K/sWZZkcLatk7TzLjn2txHSkmLiGKWx7pTL3mtcyOJXJeVF5E/o/9PxwHIDpiB86ERJPTyIXo+LvB3DSmPtGeExTbazLnkxzWvjbH7FhBaefaXGa/kklJoYekRnHc+mgXaqfEmh1L5LypvIj8P4d27aTY1hyAVje0MDmNXIzUK9sw4n/7kMwh/LZIVm6OYe6E/+ApLDE7WlAwDIN13+xjwXub8Hn9pLVPZOgfOhETH2l2NJELovIi8v8smzIHw2rHUbKfrjcMMjuOXKSY5Nrc8sbttKl7BAw/e0tSmf7gl5zYss/saKby+/wsmbadFTNPXVberk99BtzfFnukbsIooUflRQTw+XzkH6oDgLORy+Q0cqmsETaufiqd6/pGYvcW4YpI4vMXN7Dji2VmRzNFaYmXeW9v5OelB8ECV97WjN7pzbHq4YoSolReRIDlM2bjjkrB6ivlmvtuMTuOVJIW6VcxbEIb4j25eCJi+Wahm6VPf47f6zM7WpUpPOlm1ovr2LfxGBF2KwPva0v7axuYHUvkkqi8iAC7vj11c65otlGnXn2T00hlSmjTmPRXb6KR4xBYrGzMTmDW+GkU5Z4wO1rAHTtYwBfPreHo/gKi4+zcNLEjTTrWMTuWyCVTeZFq7+ihgxQbp07QbdK3nslpJBAia0Rzw6u/oWvLAix+LzmkMv3x7zi0/GezowXM/q3Hmfn8WgpOuKmZHMOwP3ahbprT7FgilULlRaq9Je/NxG9zEOk+TK/hN5sdRwLoiglDuGF4IlEeF0X22sz+cD+Z78w3O1al27oimzmvrae0xEdqs5oM+2NnnHWizY4lUmlUXqTaO7knDoC45BxsNl15Ee4aXteJ4U9fSaI/G78tkh8zIpn/8FS8JaF/R2XDMPjp6918968t+P0Gza5IZsgDHYiKtZsdTaRSqbxItbb6vwsoiWqIxe+l1291eXR1EVe/Dre+mU6rhMMA7CpI4bPxM3DtOmhysovn8/r57l9bWD13LwCdBzTi+rsux2bXP/MSfvRXLdXalq83AxDt206D5roxXXVis0fQ9x+306cX2LwlnIioy2f/u4bdX68wO9oFcxd5+Pr19WxbmYPFauGaO1rQfWhTLLoUWsKUyotUW3knjlNU2gyA+t11ImN1dfmovgz7XTPiPEcptccxf04ByyfNwO/3mx3tvOQdK2bG8+s4uO0EdoeNG8a1o3VvnXgu4U3lRaqtRe9NxxcRg730OFeP1kMYq7M6nZqR/sJA6kccwrDYyNhXi69+PxX38Tyzo51V7r48Zjy3lhPZhcTWdHDLI51o2DrB7FgiAafyItXW8c0RAMTWzCLS4TA5jZjNUSuOG18bSecmLix+Hwd99fj0kfkcXr3N7GgV2rvhKLNeXEdRXikJ9Wpw66OdSawfZ3YskSqh8iLV0qYffqA4qikYfrqN6mN2HAkSVquV7n+8mYFDa+Lw5FFgT2TWu7vY9OFCs6OVs/H7A8ybvAFvqZ8Gl9fmloc7UaNWlNmxRKpMlZSXt956i7S0NKKioujcuTPLlp3f80V+/PFHIiIi6NChQ2ADSrWT+dlPAESX7uSyjh1NTiPBJm3QFQx/oiu1fTn4bFEsWWXj28en4XN7TM1l+A1+nLGTpZ9uxzCgVa8UBo9rR2R0hKm5RKpawMvL9OnTmTBhAk888QQZGRn07t2bgQMHkpWVddb5XC4Xo0eP5tprrw10RKlmSooKKCxIAyCpg/7Rl4rFN0nltteH0Sw+B4BtJ5L5fPxn5O/LMSWPt9THgvc3kbnw1L+d3W5qQp/ftMRm0wF0qX4shmEYgXyDbt260alTJyZPnlw2rVWrVgwdOpRJkyadcb4RI0bQrFkzbDYbX375JZmZmef1fnl5eTidTlwuF/Hx8ZcaX8LQ3NensPfnNCI8eYx57TqiYmuYHUmC3MYpC/hxpR+fzYHD4+L69AY06telyt6/OL+UeZM3kLM7D2uEhWtHt6J517pV9v4iVeFCPr8DWtlLS0tZu3Yt/fr1Kze9X79+LF++/Izzffjhh+zatYu//vWv53wPt9tNXl5euZfI2eRmlAIQE7NbxUXOS9u7+zP0nsbEeo7htjuZ+8Vxfnrxyyq5nPrk4SJm/HMtObvzcMREMOSBDiouUu0FtLwcPXoUn89HcnJyuenJycnk5FR86HXHjh089thjTJ06lYiIcx/SnzRpEk6ns+zVoIEe9S5ntmt9JkX2U/d26TD8CpPTSCip260V6c/1I8VyCMMaweod8cx98BNK8woD9p7ZO08y459rcR0pJi4himF/7Ey95rUC9n4ioaJKviy1WMrf5dEwjNOmAfh8PkaOHMnTTz9N8+bNz2vZjz/+OC6Xq+y1f//+Ssks4WnVx4vAYiWqZDdte/c2O46EmOhEJ0PfHEmH+sfB8JPlSeXTh+ZwdMPuSn+vHWsOM/uVTEoKPSQ1jufWR7tQq25spb+PSCgK6NmKiYmJ2Gy2046y5ObmnnY0BiA/P581a9aQkZHB+PHjAfD7/RiGQUREBN988w19+/YtN4/D4cChe3TIefB6PBQebwAOSGhZanYcCVFWq5VeT95K8qzlLJp7lHx7HWa8toWrr82i5e3XXPLyDcMg45ssVszaBUBa+0Suv7s19kg9NFTkFwE98hIZGUnnzp1ZuLD8PRIWLlxIz549TxsfHx/Pxo0byczMLHuNHTuWFi1akJmZSbdu3QIZV8Lc4o+nU+pIwOYtos/96WbHkRB32c09ue2RjtT0HsYbEc1333tZ/Ofp+L2+i16m3+dnybTtZcWlXZ/6DLi/rYqLyK8E/DrRiRMnMmrUKLp06UKPHj149913ycrKYuzYscCpr30OHjzIxx9/jNVqpU2bNuXmT0pKIioq6rTpIhfqwPITYE8lxr4DZ60bzI4jYaBWiwakv3YzC5+cwe6iFDYfqcPRcdMY9NcBxKYmXtCySku8fPP+z+zbdAwscOWtzWh/rc7hE6lIwMtLeno6x44d45lnniE7O5s2bdowb948GjVqBEB2dvY57/kicqkO7dpJse3UU6Nb3tDK5DQSTiJiohj40h1kvDWXlRk2cm2pTP/zUvqNakr9a9qf1zIKT7qZ8+Z6ju4vIMJu5fq7W9OkQ50AJxcJXQG/z0tV031epCLTH3+FoyfaEVWyn7s/GmN2HAlTB5dtZMFH2ym218Lq99C1rYfOvz/7Ub5jBwuY88Z6Ck64iY6zM+h37aibpqecS/UTNPd5EQkGPp+P/OwkAJyNXCankXBWr3dbRvz9GpI5hN9qZ+XPMcx76D94CksqHL9/63FmPr+WghNuaibHMOyPXVRcRM6DyouEveVfzMYdVRerz83V999idhwJczEpCdzyxu20qXsEDD97ilOZ/uCXnNha/uvxLcuzmfPaekpLfKQ2q8mwP3bGWSfapNQioUXlRcLeru9O3fsnmu3USa1vchqpDqwRNq5+Kp3r+kYS4S3CFZHE5y+sZ8fMHzAMg1Vf72bRx1vw+w2aXZHMkAc6EBVrNzu2SMjQU+kkrB09dJBi49QND5tcp+IiVatF+lUkXL6H/76yijx7Et8sKGHdj/M4WnjqCEvnAY3oNqQJFuvpN+0UkTPTkRcJa9+/NxO/zYHDnUOvW4eaHUeqocS2aaS/ehONHIfAYuVoYTQWDPr8piXdhzZVcRG5CCovEtZce06dsV6jbi42m270JeaIrBHNDa/+hm4t86mZt5vrB8Ry+ZWpZscSCVn62kjC1k9z51MS1QCL38uVvx1kdhwRuky4iQ4nThBRSw9XFLkUOvIiYWvrnC0ARPu2U7/Z+T3oUyTQVFxELp3Ki4SlvBPHKfI0A6B+D903Q0QknKi8SFha9N50fBEx2EuP0WfMCLPjiIhIJVJ5kbB0bPOpe2bE1tpPhF33zxARCScqLxJ2Ni5bRklUEzD8dPtNH7PjiIhIJVN5kbCT+flqAKJLd3BZx44mpxERkcqm8iJhpaSogKLCJgAkd4w0OY2IiASCyouEle+mTMdrjyfCk8e196SbHUdERAJA5UXCyuF1pQDExO4mKqaGyWlERCQQVF4kbOzMyKA48tS9XToO72pyGhERCRSVFwkbq/6zGCxWokp20+bKK82OIyIiAaLyImHB6/FQeKIBALVblpqcRkREAknlRcLC4n99iicyAZu3iGvv1x11RUTCmcqLhIUDK1wAxNh3EF+rtslpREQkkFReJOQd2LGdYtupp0a3GnK5yWlERCTQVF4k5P3wwTwMawRRJfu5YmB/s+OIiEiAqbxISPP5fBTkJAHgbOwyOY2IiFQFlRcJaT9+8SVuR12sPjfX3DfM7DgiIlIFVF4kpO3+9gAA0ZbtJKbWMzmNiIhUBZUXCVlHDh6gmFMn6ja9toHJaUREpKqovEjIWvLeTPw2Bw53Dj1vvcnsOCIiUkVUXiRkufY6AahRNxebzWZyGhERqSoqLxKSfpr7X0qiGmDxe+l9z2Cz44iISBVSeZGQtHXOVgCifduo17SZyWlERKQqqbxIyMk7cZwiz6nCUr9nLZPTiIhIVVN5kZDz3Tuf4ouIIdJ9jD6j082OIyIiVUzlRULO8a2RAMTU3k+E3W5yGhERqWoqLxJSNi5bRklUEzD8dB/d1+w4IiJiApUXCSmZn60GIMazg6btO5gbRkRETKHyIiGjpKiAoqImACR1jDQ5jYiImEXlRULGd+9Px2uPJ8KTx7V360RdEZHqSuVFQsbhDA8AsbG7iYqpYXIaERExi8qLhISdGRkUR14GQIfhXU1OIyIiZqqS8vLWW2+RlpZGVFQUnTt3ZtmyZWccO3PmTK6//nrq1KlDfHw8PXr0YMGCBVURU4LYqn8vBouV6JJdtLnySrPjiIiIiQJeXqZPn86ECRN44oknyMjIoHfv3gwcOJCsrKwKxy9dupTrr7+eefPmsXbtWvr06cONN95IRkZGoKNKkCp1uyk82RCA2pd7TU4jIiJmsxiGYQTyDbp160anTp2YPHly2bRWrVoxdOhQJk2adF7LaN26Nenp6fzlL38559i8vDycTicul4v4+PiLzi3BY+F7/2b72nrYvEWMfL4n8bVqmx1JREQq2YV8fgf0yEtpaSlr166lX79+5ab369eP5cuXn9cy/H4/+fn51K5d8QeW2+0mLy+v3EvCy4GVLgBiIreruIiISGDLy9GjR/H5fCQnJ5ebnpycTE5Oznkt48UXX6SwsJDhw4dX+PtJkybhdDrLXg0aNLjk3BI89m/fRrGtOQCthrQ2OY2IiASDKjlh12KxlPvZMIzTplVk2rRpPPXUU0yfPp2kpKQKxzz++OO4XK6y1/79+yslswSHHz+ch2GNIKokiysG9Dc7joiIBIGIQC48MTERm8122lGW3Nzc047G/Nr06dO5++67+fzzz7nuuuvOOM7hcOBwOColrwQXn89HQU5dcIAzLd/sOCIiEiQCeuQlMjKSzp07s3DhwnLTFy5cSM+ePc8437Rp07jzzjv55JNPGDx4cCAjShD78bNZuB3JWH1u+tw/zOw4IiISJAJ65AVg4sSJjBo1ii5dutCjRw/effddsrKyGDt2LHDqa5+DBw/y8ccfA6eKy+jRo3n11Vfp3r172VGb6OhonE5noONKENm96CDYahNt2UZC3YFmxxERkSAR8PKSnp7OsWPHeOaZZ8jOzqZNmzbMmzePRo0aAZCdnV3uni/vvPMOXq+XcePGMW7cuLLpY8aM4aOPPgp0XAkSRw4eoJgWADS9rqHJaUREJJgE/D4vVU33eQkPX/z1NQ4fboOjJIe7pqRjs9nMjiQiIgEUNPd5EblYrn2nviKMS8lVcRERkXJUXiTo/DRnHiVRDbD4PfS+5waz44iISJBReZGgs2XONgCifdtJbXqZyWlERCTYqLxIUHEdO0qxtxkADa7UowBEROR0Ki8SVBa/9xm+iBgi3Ue55jcVPxJCRESqN5UXCSrHtp66W3Js7QNE2O0mpxERkWCk8iJBY/2SpZREpYHhp/uYa82OIyIiQUrlRYLGhi/WABDt2UGTdu1NTiMiIsFK5UWCQnF+AUVFTQCo2ynS5DQiIhLMVF4kKHz3wad47fFElLro+9t0s+OIiEgQU3mRoJCb6QUgtsZuomJqmJxGRESCmcqLmG7HurUUR566GV3H9O4mpxERkWCn8iKm++k/S8BiJdq9i9a9epkdR0REgpzKi5iq1O2m8GRDAGq38pqcRkREQoHKi5hqycef4Ymsjc1byLX33252HBERCQEqL2KqAytdAMRE7iDOWdPcMCIiEhJUXsQ0+7dvo9jWAoBWQ1qbnEZEREKFyouY5scp8zCsNqJKsrhiQH+z44iISIhQeRFT+Hw+8nPrAlAzLd/kNCIiEkpUXsQUP0yfQakjGavPTZ+xt5odR0REQojKi5hiz+JsAGIs26idnGJyGhERCSUqL1LlcvdnUcypE3Wb9mtkchoREQk1Ki9S5Za89yV+WySOkmx63DzE7DgiIhJiVF6kyrmynADEpR7BZrOZnEZEREKNyotUqVVfz8Ud1QCL30Pve240O46IiIQglRepUlvnbgcgxr+d1CZNTU4jIiKhSOVFqozr2FGKvc0BqH9lgslpREQkVKm8SJVZ9O5n+CKiiXQf5Zo7bjM7joiIhCiVF6kyx7c5AIhNOECE3W5yGhERCVUqL1IlMr//npKoNDD89LjzerPjiIhICFN5kSqx8Yt1AMR4tpPWpq3JaUREJJSpvEjAFecXUFR86sqiup2jTE4jIiKhTuVFAu67KdPw2uOwl7ro+9vbzY4jIiIhTuVFAi53vQ+AmLg9OKKjTU4jIiKhTuVFAmr72jUUR14GQKf0HianERGRcKDyIgG1+j9LwWIlumQXl/dUeRERkUun8iIBU+p2U+hqCEBCa5/JaUREJFyovEjAfP+v6Xgia2PzFNL3vhFmxxERkTCh8iIBc3BlPgAxjh3EOWuaG0ZERMKGyosERNbWLRRHnHoIY+ub2picRkREwonKiwTEjx/Ox7DaiCrZR+f+/cyOIyIiYaRKystbb71FWloaUVFRdO7cmWXLlp11/JIlS+jcuTNRUVE0adKEt99+uypiSiXx+XwU5KYAULNJoclpREQk3AS8vEyfPp0JEybwxBNPkJGRQe/evRk4cCBZWVkVjt+zZw+DBg2id+/eZGRk8Kc//YkHHniAGTNmBDqqVJJln86g1JGE1eemz/3DzI4jIiJhxmIYhhHIN+jWrRudOnVi8uTJZdNatWrF0KFDmTRp0mnjH330Ub766iu2bNlSNm3s2LGsX7+eFStWnPP98vLycDqduFwu4uPjK2cl5IJ8dO9rFNraUMPYwJh3JpgdR0REQsCFfH4H9MhLaWkpa9eupV+/8uc89OvXj+XLl1c4z4oVK04b379/f9asWYPH4zltvNvtJi8vr9xLzJO7P4tiTp2oe1m/xuaGERGRsBTQ8nL06FF8Ph/JycnlpicnJ5OTk1PhPDk5ORWO93q9HD169LTxkyZNwul0lr0aNGhQeSsgF2zJe1/it0XiKMmm+9AbzY4jIiJhqEpO2LVYLOV+NgzjtGnnGl/RdIDHH38cl8tV9tq/f38lJJaL5cqqCUBcvSPYbDZzw4iISFiKCOTCExMTsdlspx1lyc3NPe3oyi/q1q1b4fiIiAgSEhJOG+9wOHA4HJUXWi7ayq/m4I6qj8Xv4ap7hpgdR0REwlRAj7xERkbSuXNnFi5cWG76woUL6dmzZ4Xz9OjR47Tx33zzDV26dMFutwcsq1y6bfN2ABDt305KWhOT04iISLgK+NdGEydO5P333+eDDz5gy5YtPPTQQ2RlZTF27Fjg1Nc+o0ePLhs/duxY9u3bx8SJE9myZQsffPABU6ZM4eGHHw50VLkEJ47kUuw9daJuw96JJqcREZFwFtCvjQDS09M5duwYzzzzDNnZ2bRp04Z58+bRqFEjALKzs8vd8yUtLY158+bx0EMP8eabb5Kamsprr73GsGG6X0gw+/69z/FFtCLSfZSrR95qdhwREQljAb/PS1XTfV7MMeXOKZREpVGrRiYjX5hodhwREQkxQXOfF6keMhctpiQqDQwfPe683uw4IiIS5lRe5JJtnJkBQIxnB2lt2pqcRkREwp3Ki1yS4vwCioqbAlC3S7TJaUREpDpQeZFL8u370/Da47CXuuh71wiz44iISDWg8iKX5MgGPwAxcXtwROvIi4iIBJ7Ki1y0batXUxx56iujTrdXfNNBERGRyqbyIhdtzSfLwGIl2r2Ty7t3NzuOiIhUEyovclFK3W4KXaduNJjYOqxuFSQiIkFO5UUuyuKPPsUTWQubp5A+96abHUdERKoRlRe5KIdWFQAQE7WDOGdNc8OIiEi1ovIiFyxry2aKI049hLHNTe1MTiMiItWNyotcsB8/WoBhtRFVso9O/a4zO46IiFQzKi9yQXw+HwW5KQDUbFpochoREamOVF7kgiz7dAaljiSsvhL63n+b2XFERKQaUnmRC7L3+xwAYqzbqZWUbHIaERGpjlRe5LwdztpLMadO1L2sfxOT04iISHWl8iLnben7s/HbInGUHKL7TYPNjiMiItWUyoucF5/PhyurNgDx9Y5hs9lMTiQiItWVyoucl5/mzMMdVQ+L38NV9w4xO46IiFRjKi9yXrb/dxcA0f5t1G2cZnIaERGpzlRe5JxOHMml2NsMgEZXJZmcRkREqjuVFzmnxe9+ji8imkj3Ea66fZjZcUREpJpTeZFzOrEjCoDYxENE2O0mpxERkepO5UXOKnPRIkqi0sDw0fPO682OIyIiovIiZ7fhi7UAxHh20Lh1G5PTiIiIqLzIWayaOoWi0lYApLQuMTmNiIjIKRFmB5DgtPTd19n8UxN8EdFEFe+hz53pZkcSEREBVF6kAgtffp6dm9vij4gkqngHNz3dB0dCPbNjiYiIACov8itz//E39u3rimGzE128mWHPDsWZUt/sWCIiImVUXqTMl08+xcEjvcBqI6YkkxGv3kl0zdpmxxIRESlH5UUA+PwPfya3sA9YINa9mtvfHIcjtobZsURERE6j8iJMG/8Xjnv7ABDnXc7Itx8hwuEwOZWIiEjFVF6qMZ/Xy7Rxf8dluQYAJ0u5/e0nsUXoz0JERIKXPqWqKa/bzSe/e558+1UA1LYv5vbX/2ZyKhERkXNTeamG3AX5TPv9ZAodPcHwkxy/hFufV3EREZHQoPJSzRSdOML0Cf+hKLoLGD7qJf3I0L+puIiISOhQealGXNkHmPHYbIqj22Pxe2ictppBjz9ldiwREZELovJSTRzZvYWvnv6BkuhWWH1umrX5mesefNLsWCIiIhdM5aUaOLRpDfOe34Q7uik2bxGtu++l9z0Pmx1LRETkoqi8hLndK79n0dsHcUc3JMKTT8frjtH19vFmxxIREblo1kAu/MSJE4waNQqn04nT6WTUqFGcPHnyjOM9Hg+PPvoobdu2JTY2ltTUVEaPHs2hQ4cCGTNsbf72a757Jxd3VAr20hN0G1pC19t/a3YsERGRSxLQ8jJy5EgyMzOZP38+8+fPJzMzk1GjRp1xfFFREevWrePPf/4z69atY+bMmWzfvp0hQ4YEMmZYypw9jR8+8VDqSCTSfYSrR0fT4cZ0s2OJiIhcMothGEYgFrxlyxYuv/xyVq5cSbdu3QBYuXIlPXr0YOvWrbRo0eK8lrN69Wq6du3Kvn37aNiw4TnH5+Xl4XQ6cblcxMfHX9I6hKpVU6eQuSgRrz0OR8khrhvXiMZX9DY7loiIyBldyOd3wM55WbFiBU6ns6y4AHTv3h2n08ny5cvPu7y4XC4sFgs1a9as8Pdutxu32132c15e3iXlDnVL332dzT81wWePJqp4H4Me60BKq45mxxIREak0AfvaKCcnh6SkpNOmJyUlkZOTc17LKCkp4bHHHmPkyJFnbGGTJk0qO6fG6XTSoEGDS8odyha+/Dw/r26GLyKaqOId3PR0LxUXEREJOxdcXp566iksFstZX2vWrAHAYrGcNr9hGBVO/zWPx8OIESPw+/289dZbZxz3+OOP43K5yl779++/0FUKC3P/8Td2bGmH3xZJdPFmbn12MImNm5sdS0REpNJd8NdG48ePZ8SIEWcd07hxYzZs2MDhw4dP+92RI0dITk4+6/wej4fhw4ezZ88eFi1adNbvvhwOBw6H4/zCh6kvn3yKg0d6gdVGTEkmI169k+iatc2OJSIiEhAXXF4SExNJTEw857gePXrgcrn46aef6Nq1KwCrVq3C5XLRs2fPM873S3HZsWMHixcvJiEh4UIjViuf/+HP5Bb2AQvEuldz+5vjcMTWMDuWiIhIwATsnJdWrVoxYMAA7r33XlauXMnKlSu59957ueGGG8qdrNuyZUtmzZoFgNfr5dZbb2XNmjVMnToVn89HTk4OOTk5lJaWBipqyJo2/i+nigsQ513Ob96eoOIiIiJhL6D3eZk6dSpt27alX79+9OvXj3bt2vHvf/+73Jht27bhcrkAOHDgAF999RUHDhygQ4cOpKSklL2WL18eyKghxef18p/7n+K49xoAnCzljrcfI6Kaf30mIiLVQ8Du82KWcL/Pi9ft5pPfPU++/dRXb7Xti7n99b+ZnEpEROTSBMV9XqTyuQvymfb7yRQ6eoLhJzl+Cbc+r+IiIiLVi8pLiCg6cYTpE/5DUXQXMHzUS17O0GdUXEREpPpReQkBruwDzHhsNsXR7bH4PTROW82gx/9qdiwRERFTqLwEuSO7t/DV0z9QEt0Kq89NszY/c92DT5odS0RExDQqL0Hs0KY1zHt+E+7opti8RbTuvpfe9zxsdiwRERFTqbwEqd0rv2fR2wdxRzckwpNPx+uP03XEeLNjiYiImE7lJQht/vZrfpxaTGlUCvbSE3S92UuHG+8yO5aIiEhQUHkJMpmzp/HTbAceRyKR7iNcNSaOFtcMMjuWiIhI0FB5CSKrpk4hc1Ei3sg4HCWHuG5cIxpf0dvsWCIiIkFF5SVILH33dTb/1ASfPZqo4n0MeqwDKa06mh1LREQk6Ki8BIGFLz/Pzs1t8UdEElW8g5ue7kNi4+ZmxxIREQlKKi8mm/uPv7FvX1cMm53o4s0Me3YozpT6ZscSEREJWiovJvryyac4eKQXWG3ElGQy4tU7ia5Z2+xYIiIiQU3lxSSf/+HP5Bb2AQvEun9i5OQHiIyOMTuWiIhI0FN5McG08X/huLcPAHHe5Yx8+xEiHA6TU4mIiIQGlZcq5PN6mTbu77gs1wBQk6WMePtJbBHaDCIiIudLn5pVxOt288nvnifffhUAte3fc/vrz5icSkREJPSovFQBd0E+034/mUJHTzD8JMcv5dbnVVxEREQuhspLgBWdOML0Cf+hKLoLGD7qJS9n6DMqLiIiIhdL5SWAXNkHmPHYbIqj22Pxe2ictppBj//V7FgiIiIhTeUlQI7s3sJXT/9ASXQrrD43zdr8zHUPPml2LBERkZCn8hIAhzatYd7zm3BHN8XmLaJ19730vudhs2OJiIiEBZWXSrZn1RK+m3wAd3RDIjz5dLz+OF1HjDc7loiISNhQealEWxfNYdm/CymNSsFeeoKut/jocMNdZscSEREJKyovlSRz9jR+mu3A46hDpPsIV90ZT4urB5odS0REJOyovFSCVVOnkLkoEW9kHI6SQ1w3rhGNr+htdiwREZGwpPJyiZa+8xqbVzfFZ48mqngvgx7rSEqrjmbHEhERCVsqL5dg4cv/ZOfmdvgjIokq3sFNT/chsXFzs2OJiIiENZWXizT3H39j376uGDY70cWbGfbsUJwp9c2OJSIiEvZUXi7Cl08+xcEjvcBqI6YkkxGv3kl0zdpmxxIREakWVF4u0Od/+DO5hX3AArHunxg5+QEio2PMjiUiIlJtqLxcgGnj/8Jxbx8A4rzLGfn2I0Q4HCanEhERqV5UXs7T8n+9w3HvNQDUZCkj3n4SW4T+7xMREalqVrMDhIqeY+4nwbGY2vbvuePtp1RcRERETKJP4Asw4tW/mR1BRESk2tORFxEREQkpKi8iIiISUlReREREJKSovIiIiEhIUXkRERGRkBLQ8nLixAlGjRqF0+nE6XQyatQoTp48ed7z33///VgsFl555ZWAZRQREZHQEtDyMnLkSDIzM5k/fz7z588nMzOTUaNGnde8X375JatWrSI1NTWQEUVERCTEBOw+L1u2bGH+/PmsXLmSbt26AfDee+/Ro0cPtm3bRosWLc4478GDBxk/fjwLFixg8ODBgYooIiIiIShgR15WrFiB0+ksKy4A3bt3x+l0snz58jPO5/f7GTVqFI888gitW7c+5/u43W7y8vLKvURERCR8Bay85OTkkJSUdNr0pKQkcnJyzjjfc889R0REBA888MB5vc+kSZPKzqlxOp00aNDgojOLiIhI8Lvg8vLUU09hsVjO+lqzZg0AFovltPkNw6hwOsDatWt59dVX+eijj8445tcef/xxXC5X2Wv//v0XukoiIiISQi74nJfx48czYsSIs45p3LgxGzZs4PDhw6f97siRIyQnJ1c437Jly8jNzaVhw4Zl03w+H3/4wx945ZVX2Lt372nzOBwOHA7Hha2EiIiIhKwLLi+JiYkkJiaec1yPHj1wuVz89NNPdO3aFYBVq1bhcrno2bNnhfOMGjWK6667rty0/v37M2rUKO66664LjSoiIiJhKGBXG7Vq1YoBAwZw77338s477wBw3333ccMNN5S70qhly5ZMmjSJm2++mYSEBBISEsotx263U7du3bNenfR/GYYBoBN3RUREQsgvn9u/fI6fTcDKC8DUqVN54IEH6NevHwBDhgzhjTfeKDdm27ZtuFyuSnvP/Px8AJ24KyIiEoLy8/NxOp1nHWMxzqfihBC/38+hQ4eIi4s775N+Q0VeXh4NGjRg//79xMfHmx0nYLSe4UXrGV60nuElmNbTMAzy8/NJTU3Faj379UQBPfJiBqvVSv369c2OEVDx8fGm/5FVBa1neNF6hhetZ3gJlvU81xGXX+jBjCIiIhJSVF5EREQkpKi8hBCHw8Ff//rXsL+vjdYzvGg9w4vWM7yE6nqG3Qm7IiIiEt505EVERERCisqLiIiIhBSVFxEREQkpKi8iIiISUlRegkTjxo2xWCynvcaNG1fh+O+//77C8Vu3bq3i5Ge3dOlSbrzxRlJTU7FYLHz55Zflfm8YBk899RSpqalER0dzzTXX8PPPP59zuTNmzODyyy/H4XBw+eWXM2vWrACtwfk523p6PB4effRR2rZtS2xsLKmpqYwePZpDhw6ddZkfffRRhdu4pKQkwGtzZufannfeeedpebt3737O5YbS9gQq3C4Wi4Xnn3/+jMsMxu05adIkrrjiCuLi4khKSmLo0KFs27at3Jhw2EfPtZ7hso+ez/YMl31U5SVIrF69muzs7LLXwoULAbjtttvOOt+2bdvKzdesWbOqiHveCgsLad++/WnPtPrFP//5T1566SXeeOMNVq9eTd26dbn++uvLnlFVkRUrVpCens6oUaNYv349o0aNYvjw4axatSpQq3FOZ1vPoqIi1q1bx5///GfWrVvHzJkz2b59O0OGDDnncuPj48tt3+zsbKKiogKxCuflXNsTYMCAAeXyzps376zLDLXtCZy2TT744AMsFgvDhg0763KDbXsuWbKEcePGsXLlShYuXIjX66Vfv34UFhaWjQmHffRc6xku++j5bE8Ij30UQ4LSgw8+aDRt2tTw+/0V/n7x4sUGYJw4caJqg10CwJg1a1bZz36/36hbt67x7LPPlk0rKSkxnE6n8fbbb59xOcOHDzcGDBhQblr//v2NESNGVHrmi/Hr9azITz/9ZADGvn37zjjmww8/NJxOZ+WGq0QVreeYMWOMm2666YKWEw7b86abbjL69u171jHBvj0NwzByc3MNwFiyZIlhGOG7j/56PSsSDvtoResZLvuojrwEodLSUv7zn//w29/+9pwPl+zYsSMpKSlce+21LF68uIoSVo49e/aQk5NT9tRxOHXDpKuvvprly5efcb4VK1aUmwegf//+Z50n2LhcLiwWCzVr1jzruIKCAho1akT9+vW54YYbyMjIqJqAl+D7778nKSmJ5s2bc++995Kbm3vW8aG+PQ8fPszcuXO5++67zzk22Leny+UCoHbt2kD47qO/Xs8zjQn1ffRM6xkO+6jKSxD68ssvOXnyJHfeeecZx6SkpPDuu+8yY8YMZs6cSYsWLbj22mtZunRp1QW9RDk5OQAkJyeXm56cnFz2uzPNd6HzBJOSkhIee+wxRo4cedYHobVs2ZKPPvqIr776imnTphEVFUWvXr3YsWNHFaa9MAMHDmTq1KksWrSIF198kdWrV9O3b1/cbvcZ5wn17fmvf/2LuLg4brnllrOOC/btaRgGEydO5Morr6RNmzZAeO6jFa3nr4XDPnqm9QyXfTTsniodDqZMmcLAgQNJTU0945gWLVrQokWLsp979OjB/v37eeGFF7jqqquqImal+fXRJcMwznnE6WLmCQYej4cRI0bg9/t56623zjq2e/fu5U6k69WrF506deL111/ntddeC3TUi5Kenl72v9u0aUOXLl1o1KgRc+fOPeuHe6huT4APPviAO+6445znOQT79hw/fjwbNmzghx9+OO134bSPnm09IXz20TOtZ7jsozryEmT27dvHt99+yz333HPB83bv3j0oGv/5qlu3LsBp7T03N/e0lv/r+S50nmDg8XgYPnw4e/bsYeHChRf8+Hmr1coVV1wRUts4JSWFRo0anTVzqG5PgGXLlrFt27aL2l+DaXv+/ve/56uvvmLx4sXUr1+/bHq47aNnWs9fhMs+eq71/L9CdR9VeQkyH374IUlJSQwePPiC583IyCAlJSUAqQIjLS2NunXrll1ZBafO91myZAk9e/Y843w9evQoNw/AN998c9Z5zPbLP4o7duzg22+/JSEh4YKXYRgGmZmZIbWNjx07xv79+8+aORS35y+mTJlC586dad++/QXPGwzb0zAMxo8fz8yZM1m0aBFpaWnlfh8u++i51hPCYx89n/X8tZDdR004SVjOwOfzGQ0bNjQeffTR03732GOPGaNGjSr7+eWXXzZmzZplbN++3di0aZPx2GOPGYAxY8aMqox8Tvn5+UZGRoaRkZFhAMZLL71kZGRklJ3B/+yzzxpOp9OYOXOmsXHjRuP22283UlJSjLy8vLJljBo1ynjsscfKfv7xxx8Nm81mPPvss8aWLVuMZ5991oiIiDBWrlxZ5ev3i7Otp8fjMYYMGWLUr1/fyMzMNLKzs8tebre7bBm/Xs+nnnrKmD9/vrFr1y4jIyPDuOuuu4yIiAhj1apVZqyiYRhnX8/8/HzjD3/4g7F8+XJjz549xuLFi40ePXoY9erVC6vt+QuXy2XExMQYkydPrnAZobA9/+d//sdwOp3G999/X+7vsqioqGxMOOyj51rPcNlHz7We4bSPqrwEkQULFhiAsW3bttN+N2bMGOPqq68u+/m5554zmjZtakRFRRm1atUyrrzySmPu3LlVmPb8/HJJ969fY8aMMQzj1KWYf/3rX426desaDofDuOqqq4yNGzeWW8bVV19dNv4Xn3/+udGiRQvDbrcbLVu2NL20nW099+zZU+HvAGPx4sVly/j1ek6YMMFo2LChERkZadSpU8fo16+fsXz58qpfuf/jbOtZVFRk9OvXz6hTp45ht9uNhg0bGmPGjDGysrLKLSPUt+cv3nnnHSM6Oto4efJkhcsIhe15pr/LDz/8sGxMOOyj51rPcNlHz7We4bSPWgzDMCrvOI6IiIhIYOmcFxEREQkpKi8iIiISUlReREREJKSovIiIiEhIUXkRERGRkKLyIiIiIiFF5UVERERCisqLiIiIhBSVFxEREQkpKi8iIiISUlReREREJKSovIiIiEhI+f8A8WZMx4qDnQMAAAAASUVORK5CYII=", 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", 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import sacc\n", + "for name in test_sacc:\n", + " print(name)\n", + " t = sacc.Sacc.load_fits(name)\n", + " print(t.tracers)\n", + " data2 = []\n", + " radius2 = []\n", + " for i in range(0,5):\n", + " trac = ('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', f'radius_{i}')\n", + " data2.append(t.get_data_points(sacc.data_types.standard_types.cluster_shear, trac)[0].value)\n", + " radius = t.tracers[f'radius_{i}'].center\n", + " radius2.append(radius)\n", + " print(radius)\n", + " plt.plot(radius2, data2, label='Calibrated Shear')\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "939a9fd8-4456-4e3e-934a-942ef2aa5e97", + "metadata": {}, "outputs": [], "source": [] } diff --git a/txpipe/extensions/cluster_counts/make_ensemble_profile.py b/txpipe/extensions/cluster_counts/make_ensemble_profile.py index 2d5edaef4..52a73f361 100644 --- a/txpipe/extensions/cluster_counts/make_ensemble_profile.py +++ b/txpipe/extensions/cluster_counts/make_ensemble_profile.py @@ -46,19 +46,16 @@ def run(self): import astropy import h5py import clmm - import clmm.cosmology.ccl - if self.config["units"].lower()== "mpc": + import clmm.cosmology.ccl + if self.config["units"].lower() == "arcmin": bin_min = self.config["angle_arcmin_min"] bin_max = self.config["angle_arcmin_max"] else: bin_min = self.config["r_min"] bin_max = self.config["r_max"] self.distance_bins = clmm.dataops.make_bins(bin_min, bin_max, nbins=self.config["nbins"], method="evenlog10width") - print (self.distance_bins) - self.cluster_shears_cat, self.coordinate_system = self.load_cluster_shear_catalog() - - print (self.coordinate_system) + self.cluster_shears_cat, self.coordinate_system, self.profile_type = self.load_cluster_shear_catalog() with self.open_input("fiducial_cosmology", wrapper=True) as f: ccl_cosmo = f.to_ccl() @@ -73,7 +70,7 @@ def run(self): cluster_stack_dict = self.load_cluster_catalog_tomography_group() pickle.dump(cluster_stack_dict, open(self.get_output("cluster_profiles"), 'wb')) - print(cluster_stack_dict) + def load_cluster_shear_catalog(self) : @@ -91,20 +88,19 @@ def load_cluster_shear_catalog(self) : distance_arcmin = g['distance_arcmin'][:] profile_type = g.attrs["profile_type"] - print(len(cluster_index), len(tangential_comp), len(source_index)) tab = Table({"cluster_index": cluster_index, "cluster_id" : cluster_id, "tangential_comp_clmm": tangential_comp, "cross_comp_clmm": cross_comp, "source_index": source_index, - "weight_clmm": weight, "distance_arcmin": distance_arcmin, "profile_type": profile_type}) + "weight_clmm": weight, "distance_arcmin": distance_arcmin}) - return tab, meta_coord_sys + return tab, meta_coord_sys, profile_type - def create_cluster_ensemble(self, cluster_list, cluster_ensemtble_id=0): + def create_cluster_ensemble(self, cluster_list, cluster_ensemble_id=0): import clmm - + shear_units = self.config["units"].lower() # load cluster shear catalog using similar astropy table set up as cluster catalog #cluster_shears_cat, coordinate_system = self.load_cluster_shear_catalog() @@ -133,7 +129,7 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemtble_id=0): # To use CLMM, need to have galaxy table in clmm.GCData type - galcat = clmm.GCData(bg_cat, meta={"coordinate_system": self.coordinate_system}) + galcat = clmm.GCData(bg_cat, meta={"coordinate_system": self.coordinate_system, "profile_type": self.profile_type}) print(galcat.meta) galcat['theta'] = galcat['distance_arcmin']*np.pi/(60*180) # CLMM galcat requires a column called "theta" in radians galcat['z'] = np.zeros(len(galcat)) # clmm needs a column named 'z' but all computation have been done @@ -142,13 +138,13 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemtble_id=0): # Instantiating a CLMM galaxy cluster object gc_object = clmm.GalaxyCluster(np.int(id_cl), ra_cl, dec_cl, z_cl, galcat) gc_object.richness = rich_cl - cat_max_distance = (clmm.utils.convert_units(np.max(bg_cat["distance_arcmin"]), "arcmin", "Mpc", z_cl, self.clmm_cosmo) if self.units == "mpc" else np.max(bg_cat["distance_arcmin"])) + cat_max_distance = (clmm.utils.convert_units(np.max(bg_cat["distance_arcmin"]), "arcmin", "Mpc", z_cl, self.clmm_cosmo) if shear_units == "mpc" else np.max(bg_cat["distance_arcmin"])) if cat_max_distance < self.distance_bins[-1]: print ("!!! maximum distance of source smaller than distance_bins") # Compute radial profile for the current cluster gc_object.make_radial_profile( - self.units, + shear_units, bins=self.distance_bins, cosmo=self.clmm_cosmo, tan_component_in = "tangential_comp_clmm", # name given in the CLClusterShearCatalogs stage @@ -157,15 +153,11 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemtble_id=0): cross_component_out = "cross_comp", weights_in = "weight_clmm", # name given in the CLClusterShearCatalogs stage weights_out = "W_l", - include_empty_bins = True + include_empty_bins = True , + use_weights=True ) - if np.isnan(gc_object.galcat['W_l']).all(): - print(gc_object.galcat['tangential_comp_clmm'], gc_object.z, gc_object.unique_id) - - # Quick check - Print out the profile information for the first 2 cluster of the list - #if cluster_index == 0 or cluster_index == 1: - #if cluster_index <2: + # if cluster_index == 0 or cluster_index == 1: # print(gc_object.profile) # Add the profile to the ensemble @@ -198,7 +190,6 @@ def load_cluster_catalog_tomography_group(self): # NEED TO CHNAGE FUNCTION NAME for key in k : group = f["cluster_bin"][key] clusters = self.load_cluster_list(group=group) #elf.get_cluster_indice( DOES THIS FUNCTION COMES FROM ? - print(key, group, dict(group.attrs), len(clusters), clusters) if len(clusters)>1: cluster_stack = self.create_cluster_ensemble(clusters, cluster_ensemble_id=key) diff --git a/txpipe/extensions/cluster_counts/sources_select_compute.py b/txpipe/extensions/cluster_counts/sources_select_compute.py index 96664a551..53125f62f 100644 --- a/txpipe/extensions/cluster_counts/sources_select_compute.py +++ b/txpipe/extensions/cluster_counts/sources_select_compute.py @@ -135,7 +135,6 @@ def run(self): # Compute source quantities #weights = self.compute_weights(clmm_cosmo, data, gal_index, cluster_z) - print("cluster_z and type", cluster_z, type(cluster_z)) weights, tangential_comp, cross_comp, g1, g2 = self.compute_sources_quantities(clmm_cosmo, data, gal_index, cluster_z, cluster_ra, cluster_dec) # we want to save the index into the overall shear catalog, # not just into this chunk of data @@ -265,7 +264,6 @@ def run(self): index_group["g1"][start:start + n] = g1 index_group["g2"][start:start + n] = g2 index_group["distance_arcmin"][start:start + n] = np.degrees(distances) * 60 - print(index_group["tangential_comp"][start:start + n]) start += n if self.rank == 0: @@ -373,7 +371,6 @@ def compute_theta_max(self, z): print("Min search angle = ", theta_max_arcmin.min(), "arcmin") print("Mean search angle = ", theta_max_arcmin.mean(), "arcmin") print("Max search angle = ", theta_max_arcmin.max(), "arcmin") - print(f"Max angle {theta_max} rad, and ") return theta_max From f9df36f50e4b9e5979d683dc28ae816cbc807b03 Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Thu, 2 Oct 2025 17:06:30 +0200 Subject: [PATCH 06/12] Cleaned Notebook and added 20deg example --- .../20deg2-in2p3-reduced.sub | 17 + .../CLClusterReducedShear-20deg2-CL.yml | 66 + .../Cluster_pipelines/config-20deg2-CL.yml | 25 +- .../pipeline-20deg2-CL-in2p3.yml | 18 +- .../tangential_shear_selection.ipynb | 1882 +---------------- 5 files changed, 213 insertions(+), 1795 deletions(-) create mode 100644 examples/cosmodc2/Cluster_pipelines/20deg2-in2p3-reduced.sub create mode 100644 examples/cosmodc2/Cluster_pipelines/CLClusterReducedShear-20deg2-CL.yml diff --git a/examples/cosmodc2/Cluster_pipelines/20deg2-in2p3-reduced.sub b/examples/cosmodc2/Cluster_pipelines/20deg2-in2p3-reduced.sub new file mode 100644 index 000000000..0617e6508 --- /dev/null +++ b/examples/cosmodc2/Cluster_pipelines/20deg2-in2p3-reduced.sub @@ -0,0 +1,17 @@ +#!/usr/bin/bash +#SBATCH --time=02:00:00 +#SBATCH --partition=hpc,lsst +#SBATCH --ntasks=20 +#SBATCH --cpus-per-task=1 +#SBATCH --mem=128000 + +module load conda +#source /pbs/throng/lsst/software/desc/common/miniconda/setup_current_python.sh +conda activate /sps/lsst/groups/clusters/cl_pipeline_project/conda_envs/txpipe_clp +export HDF5_DO_MPI_FILE_SYNC=0 +export PYTHONPATH=/sps/lsst/users/ebarroso/TXPipe:$PYTHONPATH +ceci CLClusterReducedShear-20deg2-CL.yml + +#source ./conda/bin/activate +#export HDF5_DO_MPI_FILE_SYNC=0 +#ceci examples/cosmodc2/Cluster_pipelines/pipeline-20deg2-CL-in2p3.yml diff --git a/examples/cosmodc2/Cluster_pipelines/CLClusterReducedShear-20deg2-CL.yml b/examples/cosmodc2/Cluster_pipelines/CLClusterReducedShear-20deg2-CL.yml new file mode 100644 index 000000000..50553820e --- /dev/null +++ b/examples/cosmodc2/Cluster_pipelines/CLClusterReducedShear-20deg2-CL.yml @@ -0,0 +1,66 @@ +#this step depends on where you run +#for CCin2p3 +site: + name: cc-parallel + mpi_command: mpirun -n + max_threads: 20 +#for NERSC +#site: +# name: cori-batch +# image: ghcr.io/lsstdesc/txpipe-dev + + +#all the following steps should not depend on where you run +launcher: + name: mini + interval: 3.0 +modules: > + txpipe + rail.estimation.algos.bpz_lite + +python_paths: [] + +stages: + - name: TXSourceSelectorMetadetect + nprocess: 20 + - name: BPZliteInformer + nprocess: 1 + aliases: + input: spectroscopic_catalog + model: photoz_model + - name: BPZliteEstimator + nprocess: 20 + aliases: + model: photoz_model + input: shear_catalog + output: source_photoz_pdfs + - name: CLClusterBinningRedshiftRichness + nprocess: 1 + - name: CLClusterShearCatalogs + nprocess: 1 #>1 does not work with mpi + - name: CLClusterEnsembleProfiles + nprocess: 10 + - name: CLClusterSACC + nprocess: 1 + aliases: + cluster_profiles: cluster_profiles + +output_dir: /sps/lsst/users/ebarroso/TXPipe/data/cosmodc2/outputs-20deg2-CL +config: /sps/lsst/users/ebarroso/TXPipe/examples/cosmodc2/Cluster_pipelines/config-20deg2-CL.yml + +inputs: +inputs: + # See README for paths to download these files + shear_catalog: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/20deg2/shear_catalog.hdf5 + #photometry_catalog: /sps/lsst/users/mricci/TXPipe_data/data_link/cosmodc2/20deg2/photometry_catalog.hdf5 + fiducial_cosmology: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/fiducial_cosmology.yml + calibration_table: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/20deg2/sample_cosmodc2_w10year_errors.dat + spectroscopic_catalog: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/20deg2/spectroscopic_catalog.hdf5 + cluster_catalog: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/20deg2/cluster_catalog.hdf5 + #shear_tomography_catalog: ./data/example/outputs_metadetect/shear_tomography_catalog.hdf5 + #source_photoz_pdfs: ./data/example/inputs/photoz_pdfs.hdf5 + +resume: true +log_dir: /sps/lsst/users/ebarroso/TXPipe/data/cosmodc2/logs +pipeline_log: /sps/lsst/users/ebarroso/TXPipe/data/cosmodc2/log_20deg2.txt + diff --git a/examples/cosmodc2/Cluster_pipelines/config-20deg2-CL.yml b/examples/cosmodc2/Cluster_pipelines/config-20deg2-CL.yml index 102f42257..acb2a2c74 100644 --- a/examples/cosmodc2/Cluster_pipelines/config-20deg2-CL.yml +++ b/examples/cosmodc2/Cluster_pipelines/config-20deg2-CL.yml @@ -14,8 +14,8 @@ BPZliteInformer: zmin: 0.0 zmax: 3.0 nzbins: 301 - columns_file: ./data/bpz_riz.columns - data_path: ./data/example/rail-bpz-inputs + columns_file: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/bpz_riz.columns + data_path: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/example/rail-bpz-inputs spectra_file: CWWSB4.list prior_band: i ref_band: i @@ -37,12 +37,12 @@ BPZliteEstimator: zmax: 3.0 dz: 0.01 nzbins: 301 - data_path: ./data/example/rail-bpz-inputs + data_path: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/example/rail-bpz-inputs bands: [mag_r, mag_i, mag_z] err_bands: [mag_err_r, mag_err_i, mag_err_z] hdf5_groupname: shear/00 nondetect_val: .inf - columns_file: ./data/bpz_riz.columns + columns_file: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/bpz_riz.columns spectra_file: CWWSB4.list ref_band: mag_i prior_file: hdfn_gen @@ -66,28 +66,27 @@ CLClusterShearCatalogs: chunk_rows: 100_000 # rows to read at once from source cat max_radius: 10. # Mpc delta_z: 0.2 # redshift buffer - redshift_cut_criterion: ztrue - redshift_weight_criterion: ztrue + redshift_cut_criterion: zmode + redshift_weight_criterion: zmode redshift_cut_criterion_pdf_fraction: 0.9 subtract_mean_shear: false coordinate_system: celestial #euclidean or celestial use_true_shear: false - + delta_sigma: false CLClusterEnsembleProfiles: #radial bin definition r_min: 0.5 #in Mpc r_max: 10. #in Mpc - nbins: 10 # number of bins + nbins: 3 # number of bins #type of profile delta_sigma_profile: true shear_profile: false magnification_profile: false coordinate_system: celestial #euclidean or celestial - + units: 'arcmin' + angle_arcmin_min: 5 + angle_arcmin_max: 30 CLClusterSACC: survey_name: 'cosmodc2-20deg2-CL' - area: 440.0 - - - + area: 20.0 diff --git a/examples/cosmodc2/Cluster_pipelines/pipeline-20deg2-CL-in2p3.yml b/examples/cosmodc2/Cluster_pipelines/pipeline-20deg2-CL-in2p3.yml index 7040556cd..81e517b07 100644 --- a/examples/cosmodc2/Cluster_pipelines/pipeline-20deg2-CL-in2p3.yml +++ b/examples/cosmodc2/Cluster_pipelines/pipeline-20deg2-CL-in2p3.yml @@ -49,20 +49,20 @@ stages: -output_dir: ./data/cosmodc2/outputs-20deg2-CL -config: ./examples/cosmodc2/Cluster_pipelines/config-20deg2-CL.yml +output_dir: /sps/lsst/users/ebarroso/TXPipe/data/cosmodc2/outputs-20deg2-CL +config: /sps/lsst/users/ebarroso/TXPipe/examples/cosmodc2/Cluster_pipelines/config-20deg2-CL.yml inputs: # See README for paths to download these files - shear_catalog: /sps/lsst/users/mricci/TXPipe_data/data_link/cosmodc2/20deg2/shear_catalog.hdf5 + shear_catalog: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/20deg2/shear_catalog.hdf5 #photometry_catalog: /sps/lsst/users/mricci/TXPipe_data/data_link/cosmodc2/20deg2/photometry_catalog.hdf5 - fiducial_cosmology: ./data/fiducial_cosmology.yml - calibration_table: /sps/lsst/users/mricci/TXPipe_data/data_link/cosmodc2/20deg2/sample_cosmodc2_w10year_errors.dat - spectroscopic_catalog: /sps/lsst/users/mricci/TXPipe_data/data_link/cosmodc2/20deg2/spectroscopic_catalog.hdf5 - cluster_catalog: /sps/lsst/users/mricci/TXPipe_data/data_link/cosmodc2/20deg2/cluster_catalog.hdf5 + fiducial_cosmology: /sps/lsst/users/ebarroso/TXPipe/data/fiducial_cosmology.yml + calibration_table: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/20deg2/sample_cosmodc2_w10year_errors.dat + spectroscopic_catalog: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/20deg2/spectroscopic_catalog.hdf5 + cluster_catalog: /sps/lsst/groups/clusters/cl_pipeline_project/TXPipe_data/cosmodc2/20deg2/cluster_catalog.hdf5 #shear_tomography_catalog: ./data/example/outputs_metadetect/shear_tomography_catalog.hdf5 #source_photoz_pdfs: ./data/example/inputs/photoz_pdfs.hdf5 resume: true -log_dir: ./data/cosmodc2/logs -pipeline_log: ./data/cosmodc2/log_20deg2.txt +log_dir: /sps/lsst/users/ebarroso/TXPipe/data/cosmodc2/logs +pipeline_log: /sps/lsst/users/ebarroso/TXPipe/data/cosmodc2/log_20deg2.txt diff --git a/notebooks/cluster_counts/tangential_shear_selection.ipynb b/notebooks/cluster_counts/tangential_shear_selection.ipynb index 4c18f7d14..126eeb064 100644 --- a/notebooks/cluster_counts/tangential_shear_selection.ipynb +++ b/notebooks/cluster_counts/tangential_shear_selection.ipynb @@ -82,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "id": "32961686-f5c2-4873-b529-9fcaf22c54e7", "metadata": { "tags": [] @@ -90,7 +90,8 @@ "outputs": [], "source": [ "my_txpipe_dir = \"/sps/lsst/users/ebarroso/TXPipe\"\n", - "os.chdir(my_txpipe_dir)\n", + "import sys\n", + "sys.path.append(\"/sps/lsst/users/ebarroso/TXPipe\")\n", "import importlib\n", "import txpipe\n" ] @@ -105,26 +106,27 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "id": "aa17705a-f043-41f6-97a7-6bae04237781", "metadata": { "tags": [] }, "outputs": [], "source": [ - "os.makedirs(\".data/example/outputs_metadetect\", exist_ok=True)" + "os.makedirs(f\"{my_txpipe_dir}/data/example/outputs_metadetect\", exist_ok=True)\n", + "os.makedirs(f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs\", exist_ok=True)" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "id": "a2123975-cf19-4f1c-bae4-6894ecd42d24", "metadata": { "tags": [] }, "outputs": [], "source": [ - "if not os.path.exists(\"data/example/inputs/metadetect_shear_catalog.hdf5\"):\n", + "if not os.path.exists(f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\"):\n", " raise RuntimeError(\"Download and extract the sample data file to continue\")" ] }, @@ -142,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "id": "9ed600f7-4cf7-4eff-9ba6-2edb1ead85c8", "metadata": { "tags": [] @@ -151,16 +153,16 @@ "source": [ "step1 = txpipe.TXSourceSelectorMetadetect.make_stage(\n", " # This file is the input metadetect shear catalog\n", - " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", + " shear_catalog=f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\",\n", " # This is an input training set for the tomographic selection\n", - " calibration_table=\"data/example/inputs/sample_cosmodc2_w10year_errors.dat\",\n", + " calibration_table=f\"{my_txpipe_dir}/data/example/inputs/sample_cosmodc2_w10year_errors.dat\",\n", "\n", " # This contains all the options for this stage. You can override them here\n", " # manually too.\n", - " config=\"examples/metadetect/config.yml\",\n", + " config=f\"{my_txpipe_dir}/examples/metadetect/config.yml\",\n", "\n", " # This is the output file for this stage\n", - " shear_tomography_catalog=\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\"\n", + " shear_tomography_catalog=f\"{my_txpipe_dir}/data/example/outputs_metadetect/shear_tomography_catalog.hdf5\"\n", ")" ] }, @@ -175,7 +177,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "6b9def04-7ae8-4f39-80b6-8f18d4faaf11", "metadata": { "tags": [] @@ -204,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "id": "40ad44da-205a-41ed-b4f4-7079dbf7d366", "metadata": { "scrolled": true @@ -216,35 +218,26 @@ "text": [ "Keys: \n", "[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3]\n", - "9099\n", - "\n", - "0.7\n" + "9099\n" ] } ], "source": [ "import h5py\n", - "with h5py.File(\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\", \"r\") as f:\n", + "with h5py.File(f\"{my_txpipe_dir}/data/example/outputs_metadetect/shear_tomography_catalog.hdf5\", \"r\") as f:\n", " # Print all root level object names (aka keys)\n", " print(\"Keys: %s\" % f.keys())\n", - " \n", " # Access the 'tomography' group and then the 'bin' dataset\n", " bin_data = f['tomography']['bin'][()]\n", " print([bin_data[i] for i in range(len(bin_data)) if bin_data[i]!= -1 ])\n", " # Count how many entries are not -1\n", " count = len(bin_data[bin_data != -1])\n", - " print(count)\n", - "\n", - "\n", - "with h5py.File(\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\", \"r\") as f:\n", - " \n", - " print(f['tomography'].attrs.keys())\n", - " print(f['tomography'].attrs['zmax_0'])" + " print(count)\n" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "id": "ae049562-355f-4a7b-845f-2f2be598ff2f", "metadata": {}, "outputs": [ @@ -259,7 +252,7 @@ ], "source": [ "import h5py\n", - "with h5py.File(\"data/example/inputs/metadetect_shear_catalog.hdf5\", \"r\") as f:\n", + "with h5py.File(f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\", \"r\") as f:\n", " # Print all root level object names (aka keys) \n", " # these can be group or dataset names \n", " print(\"Keys: %s\" % f.keys())\n", @@ -283,7 +276,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "id": "52cd1f06-b0ea-4afb-b398-0ef5404d8ae4", "metadata": { "tags": [] @@ -304,19 +297,19 @@ "def run_different_options(delta_sigma, weight_criterion, cut_criterion, name, shape=False):\n", " step2 = txpipe.extensions.CLClusterShearCatalogs.make_stage(\n", " # Shear catalog, as before\n", - " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", + " shear_catalog=f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\",\n", " # This is the initial cluster catalog - RAs, Decs, richess, redshift, etc.\n", - " cluster_catalog=\"data/example/inputs/cluster_catalog.hdf5\",\n", + " cluster_catalog=f\"{my_txpipe_dir}/data/example/inputs/cluster_catalog.hdf5\",\n", " # This fiducial cosmology is used to convert distance separations to redshifts\n", - " fiducial_cosmology=\"data/fiducial_cosmology.yml\",\n", + " fiducial_cosmology=f\"{my_txpipe_dir}/data/fiducial_cosmology.yml\",\n", " # The tomography catalog created in step 1 selects objects for the WL sample\n", " # and assigns them to tomographic bins. We don't need the tomography here, just the basic selection\n", - " shear_tomography_catalog=\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", + " shear_tomography_catalog=f\"{my_txpipe_dir}/data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", " # This is a QP file created by RAIL to generate the photo-zs for this sample\n", - " source_photoz_pdfs=\"data/example/inputs/photoz_pdfs.hdf5\",\n", + " source_photoz_pdfs=f\"{my_txpipe_dir}/data/example/inputs/photoz_pdfs.hdf5\",\n", " # This is the output for this stage\n", - " cluster_shear_catalogs=f\"outputs_shear_catalogs/my_cluster_shear_catalog_{name}.hdf5\",\n", - " output_dir=\"outputs_shear_catalogs/\",\n", + " cluster_shear_catalogs=f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_{name}.hdf5\",\n", + " output_dir=f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/\",\n", " #redshift_cut_criterion = 'nz',\n", " # Let's override one of the configuration parameters for this stage:\n", " max_radius=10.0,\n", @@ -327,14 +320,14 @@ " )\n", " step2.run()\n", " step2.finalize()\n", - " final_name = f\"outputs_shear_catalogs/my_cluster_shear_catalog_{name}.hdf5\",\n", + " final_name = f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_{name}.hdf5\",\n", " return final_name\n", " " ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "id": "bfdc1eb8-4617-4848-b40d-85a3fdd2d6be", "metadata": { "scrolled": true, @@ -965,7 +958,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 15, "id": "d14189ad-0523-4603-8ae2-e5cf44f2da34", "metadata": { "tags": [] @@ -974,11 +967,11 @@ "source": [ "def run_combined_cluster_per_name(name):\n", " ccc = txpipe.extensions.CombinedClusterCatalog(\n", - " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", - " shear_tomography_catalog=\"data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", - " cluster_catalog=\"./data/example/inputs/cluster_catalog.hdf5\",\n", + " shear_catalog=f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\",\n", + " shear_tomography_catalog=f\"{my_txpipe_dir}/data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", + " cluster_catalog=f\"{my_txpipe_dir}/data/example/inputs/cluster_catalog.hdf5\",\n", " cluster_shear_catalogs=name,\n", - " source_photoz_pdfs=\"data/example/inputs/photoz_pdfs.hdf5\",\n", + " source_photoz_pdfs=f\"{my_txpipe_dir}/data/example/inputs/photoz_pdfs.hdf5\",\n", " )\n", " print(name)\n", " return ccc" @@ -986,7 +979,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 16, "id": "9279a694-03c0-4222-b297-aef4c44823c7", "metadata": {}, "outputs": [ @@ -994,14 +987,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "outputs_shear_catalogs/my_cluster_shear_catalog_mean_ds.hdf5\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_mode_ds.hdf5\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds.hdf5\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_mean_gamma.hdf5\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_mode_gamma.hdf5\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_gamma.hdf5\n", - "[, , , , , , ]\n" + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mean_ds.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mode_ds.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mean_gamma.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mode_gamma.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_gamma.hdf5\n", + "[, , , , , , ]\n" ] } ], @@ -1012,7 +1005,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 17, "id": "dae202ed-1843-42c6-93fa-b2d486cbd4fb", "metadata": {}, "outputs": [ @@ -1069,7 +1062,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 18, "id": "f999eeea", "metadata": {}, "outputs": [ @@ -1086,8 +1079,9 @@ "print(\"Options for this pipeline and their defaults:\")\n", "print(txpipe.extensions.CLClusterBinningRedshiftRichness.config_options)\n", "step3 = txpipe.extensions.CLClusterBinningRedshiftRichness.make_stage(\n", - "cluster_catalog=\"data/example/inputs/cluster_catalog.hdf5\",\n", + "cluster_catalog=f\"{my_txpipe_dir}/data/example/inputs/cluster_catalog.hdf5\",\n", "richedge = [0, 80],\n", + "cluster_catalog_tomography=f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/cluster_catalog_tomography.hdf5\",\n", ")\n", "step3.run()\n", "step3.finalize()\n", @@ -1106,37 +1100,39 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 30, "id": "b452e198", "metadata": {}, "outputs": [], "source": [ + "radius_bins = 4\n", "def run_different_options_ensemble(delta_sigma, name, name2):\n", " print(name)\n", " step4 = txpipe.extensions.CLClusterEnsembleProfiles.make_stage(\n", - " shear_catalog=\"data/example/inputs/metadetect_shear_catalog.hdf5\",\n", - " fiducial_cosmology=\"./data/fiducial_cosmology.yml\",\n", + " shear_catalog=f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\",\n", + " fiducial_cosmology=f\"{my_txpipe_dir}/data/fiducial_cosmology.yml\",\n", " cluster_shear_catalogs=name,\n", - " cluster_catalog_tomography = \"cluster_catalog_tomography.hdf5\",\n", + " cluster_catalog_tomography = f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/cluster_catalog_tomography.hdf5\",\n", " r_max = 5.0,\n", - " output_dir=\"outputs_shear_catalogs/\",\n", + " output_dir=f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/\",\n", " #config=\"examples/metadetect/config.yml\", \n", " #max_radius=10.0,\n", - " cluster_profiles = f'cluster_profiles_{name2}.pkl',\n", + " cluster_profiles = f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/cluster_profiles_{name2}.pkl\",\n", " units='arcmin',\n", " angle_arcmin_min=5,\n", " angle_arcmin_max=30,\n", + " nbins=radius_bins,\n", " )\n", " step4.run()\n", " step4.finalize()\n", - " final_name = f\"cluster_profiles_{name2}.pkl\"\n", + " final_name = f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/cluster_profiles_{name2}.pkl\"\n", " return final_name\n", " " ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 31, "id": "df5e4d5c", "metadata": { "scrolled": true @@ -1146,62 +1142,24 @@ "name": "stdout", "output_type": "stream", "text": [ - "outputs_shear_catalogs/my_cluster_shear_catalog_mean_ds.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mean_ds.hdf5\n", "Ncluster 8\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4589 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.10861552970817 ... 202 2.4143739151177356e-29\n", - " 7.154845405526278 8.715325907807138 ... 371 4.659809238779302e-29\n", - " 10.2383625553961 12.381086529936566 ... 494 6.233851855443072e-29\n", - "14.650780257917607 18.0106938265133 ... 788 9.86981913189634e-29\n", - " 20.96481356314737 25.557892828764757 ... 1496 1.8343776874702083e-28\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6639 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.086153067241575 ... 217 2.8183908739652595e-29\n", - " 7.154845405526278 8.68726709433499 ... 428 5.487947366579451e-29\n", - " 10.2383625553961 12.539332175609461 ... 822 1.0321923578890971e-28\n", - "14.650780257917607 17.94367437310867 ... 1321 1.6506078967551555e-28\n", - " 20.96481356314737 25.551041076367646 ... 2595 3.186492674812966e-28\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6842 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6868 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8508 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5863 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4941 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6439 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -1209,164 +1167,86 @@ "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2384 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.205937551825406 ... 158 1.7774041597238988e-29\n", - " 7.154845405526278 8.776688918470686 ... 293 3.251993065534205e-29\n", - " 10.2383625553961 12.5357377733203 ... 431 4.885666061047555e-29\n", - "14.650780257917607 17.972133595747366 ... 706 8.012869798452425e-29\n", - " 20.96481356314737 23.55646677538964 ... 646 7.346838709046422e-29\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 4123 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.129797133133941 ... 249 2.940026436989135e-29\n", - " 7.154845405526278 8.686535898790012 ... 460 5.21977698811219e-29\n", - " 10.2383625553961 12.465030197232245 ... 725 8.362657268155506e-29\n", - "14.650780257917607 17.753941245301615 ... 1028 1.2585621704955934e-28\n", - " 20.96481356314737 24.803319906955227 ... 1416 1.7010826838221678e-28\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3492 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3825 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2711 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3569 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4520 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3419 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3478 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1652 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1987 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3424 theta_max is 25.547593749801187 arcmin = 9.99822198804875 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2374 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3876 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2650 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2554 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2727 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2392 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4344 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5448 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2574 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3405 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3956 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 3107 theta_max is 30.670825674905267 arcmin = 9.998156030222507 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 4012 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2882 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 3045 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3816 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -1374,130 +1254,66 @@ "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2765 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.086397041402392 ... 178 1.6891923571992738e-29\n", - " 7.154845405526278 8.753511816803393 ... 373 3.5280695653713066e-29\n", - " 10.2383625553961 12.4380449425196 ... 646 6.088066523514066e-29\n", - "14.650780257917607 17.573207081462176 ... 897 8.752382059807436e-29\n", - " 20.96481356314737 22.576722223282232 ... 478 4.688363020745654e-29\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2730 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.08684617242564 ... 162 1.6114683914789585e-29\n", - " 7.154845405526278 8.732176684785466 ... 331 3.2356058823110914e-29\n", - " 10.2383625553961 12.421049336655566 ... 650 6.074902102669506e-29\n", - "14.650780257917607 17.74338127979778 ... 966 9.280995668393965e-29\n", - " 20.96481356314737 22.470581667495008 ... 438 4.2444974279800907e-29\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2652 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 4221 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 2343 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1880 theta_max is 22.9175357006242 arcmin = 9.998831771139187 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1450 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1652 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 3121 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 4303 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3453 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3657 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1559 theta_max is 22.21288881987206 arcmin = 9.999094384000774 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1755 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 3105 theta_max is 24.789122304659266 arcmin = 9.995024313779828 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2631 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3450 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1903 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1697 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2968 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 3194 theta_max is 23.970879182832753 arcmin = 9.999780508114759 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -1505,139 +1321,57 @@ "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 1137 theta_max is 21.95463152477388 arcmin = 9.998536516986524 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.191650187398145 ... 57 3.960446744570168e-30\n", - " 7.154845405526278 8.850892934595485 ... 126 9.020236033493314e-30\n", - " 10.2383625553961 12.608175429606225 ... 269 2.096556445164168e-29\n", - "14.650780257917607 18.157238711855857 ... 511 3.9024695250881655e-29\n", - " 20.96481356314737 21.486404978769002 ... 109 7.983862879769913e-30\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1446 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.055570908218279 ... 136 9.52977140879116e-30\n", - " 7.154845405526278 8.648079578905614 ... 220 1.3912087873798766e-29\n", - " 10.2383625553961 12.353726741272684 ... 359 2.2379044802243055e-29\n", - "14.650780257917607 17.833771801857363 ... 532 3.417117940066284e-29\n", - " 20.96481356314737 21.159438023645112 ... 46 3.588509613575849e-30\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 965 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 825 theta_max is 21.667407392522133 arcmin = 9.984097523100175 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 1347 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 2108 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1696 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 1008 theta_max is 20.746420709292515 arcmin = 9.99338683887611 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 778 theta_max is 20.665582251992163 arcmin = 9.99718210559031 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1511 theta_max is 21.509886623988567 arcmin = 9.997413918565298 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 791 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_mode_ds.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mode_ds.hdf5\n", "Ncluster 8\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4496 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.126622059050887 ... 198 2.062312660495513e-29\n", - " 7.154845405526278 8.724222948196262 ... 360 4.132684601969897e-29\n", - " 10.2383625553961 12.38284126786297 ... 486 5.556975834256884e-29\n", - "14.650780257917607 18.00467281494504 ... 765 8.507241533496286e-29\n", - " 20.96481356314737 25.537000863189053 ... 1464 1.6266526630200591e-28\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6508 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ---------------------\n", - " 5.000000000000001 6.103804282166301 ... 207 2.421502533922458e-29\n", - " 7.154845405526278 8.691551943615128 ... 422 4.847433052920328e-29\n", - " 10.2383625553961 12.546876167609929 ... 808 9.215031593013133e-29\n", - "14.650780257917607 17.93167194804134 ... 1296 1.46619226962152e-28\n", - " 20.96481356314737 25.560667232557037 ... 2549 2.815068542093064e-28\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6645 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6793 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8401 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5806 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4852 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6358 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -1645,164 +1379,86 @@ "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2149 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.247195210698188 ... 149 1.5063225806542627e-29\n", - " 7.154845405526278 8.767197917442905 ... 267 2.606045132258114e-29\n", - " 10.2383625553961 12.577144597933653 ... 399 4.055417380539339e-29\n", - "14.650780257917607 18.024683327330298 ... 626 6.194497720148336e-29\n", - " 20.96481356314737 23.54932535085022 ... 582 5.886215178317781e-29\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3903 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.133360813765564 ... 233 2.4926208563623103e-29\n", - " 7.154845405526278 8.699230006541676 ... 431 4.1935694184273194e-29\n", - " 10.2383625553961 12.476338759545815 ... 697 7.160408633179628e-29\n", - "14.650780257917607 17.695627511265283 ... 977 1.0784299933536853e-28\n", - " 20.96481356314737 24.80759353210787 ... 1337 1.4176411725604393e-28\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3294 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3589 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2477 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3236 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4237 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3203 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3217 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1554 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1814 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3100 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2161 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3646 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2372 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2313 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2529 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2263 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4094 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5253 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2305 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3178 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3770 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2946 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3765 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2588 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2760 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3542 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -1810,130 +1466,66 @@ "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2456 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.201828905008536 ... 145 1.1441724842806638e-29\n", - " 7.154845405526278 8.755166119137906 ... 333 2.7133750866908035e-29\n", - " 10.2383625553961 12.456337497799213 ... 581 4.779246077563535e-29\n", - "14.650780257917607 17.522031746263735 ... 807 6.937932511687063e-29\n", - " 20.96481356314737 22.62152235353696 ... 419 3.5305519493611636e-29\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2413 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.140539491160914 ... 141 1.3114153784855912e-29\n", - " 7.154845405526278 8.763598846761314 ... 297 2.515162741093643e-29\n", - " 10.2383625553961 12.433990106416955 ... 572 4.6227668563965415e-29\n", - "14.650780257917607 17.781587168232008 ... 870 7.278114597281196e-29\n", - " 20.96481356314737 22.467098734894837 ... 376 3.2268391480359283e-29\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2346 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3782 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1830 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1511 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1219 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1321 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2637 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3863 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3115 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3282 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1247 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1586 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2779 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2228 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3056 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1528 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1560 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2515 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2800 theta_max is 23.96410763697689 arcmin = 9.9969556650315 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -1941,139 +1533,57 @@ "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 891 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.287631953473914 ... 46 2.7006620299777727e-30\n", - " 7.154845405526278 8.836409241445756 ... 97 6.088749523823496e-30\n", - " 10.2383625553961 12.607008546323655 ... 209 1.5225137970594917e-29\n", - "14.650780257917607 18.12887465895526 ... 402 3.002246495962404e-29\n", - " 20.96481356314737 21.479236760083353 ... 85 5.4269665019645506e-30\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1069 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.033726819449114 ... 101 7.48003044291386e-30\n", - " 7.154845405526278 8.529470159011993 ... 172 1.0711599615481127e-29\n", - " 10.2383625553961 12.293000603965284 ... 262 1.5817019525713208e-29\n", - "14.650780257917607 17.781214338717618 ... 387 2.4522115213066396e-29\n", - " 20.96481356314737 21.170246385526003 ... 37 3.3734126021934496e-30\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 626 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 645 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 963 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1532 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1270 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 626 theta_max is 20.729156918041713 arcmin = 9.98507100711446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 514 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1152 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 558 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds.hdf5\n", "Ncluster 8\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.13954974036725 ... 179 1.996138597647613e-29\n", - " 7.154845405526278 8.707914958560488 ... 329 3.8852006475768094e-29\n", - " 10.2383625553961 12.389048338993296 ... 444 5.288247260367955e-29\n", - "14.650780257917607 17.976772802605023 ... 697 8.070581168307952e-29\n", - " 20.96481356314737 25.538411046060403 ... 1346 1.5354907944350259e-28\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.101506181133271 ... 189 2.2537089013511507e-29\n", - " 7.154845405526278 8.6800029609073 ... 388 4.601287544610761e-29\n", - " 10.2383625553961 12.54482816237115 ... 747 8.798226418683662e-29\n", - "14.650780257917607 17.934597784177924 ... 1200 1.401841179687973e-28\n", - " 20.96481356314737 25.58086518559023 ... 2338 2.687805132217614e-28\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -2081,164 +1591,86 @@ "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.233759719335478 ... 120 1.2702522606673682e-29\n", - " 7.154845405526278 8.752476217744281 ... 232 2.4056788334388325e-29\n", - " 10.2383625553961 12.531685231066426 ... 339 3.710334808454236e-29\n", - "14.650780257917607 18.037067955907332 ... 529 5.753925028555324e-29\n", - " 20.96481356314737 23.577685270332626 ... 485 5.380870425340057e-29\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.141544093618048 ... 195 2.2451274774197709e-29\n", - " 7.154845405526278 8.66698978710629 ... 364 3.864586262000416e-29\n", - " 10.2383625553961 12.471627713416702 ... 611 6.650460585801554e-29\n", - "14.650780257917607 17.73363750840751 ... 859 1.0125801057241016e-28\n", - " 20.96481356314737 24.82454130239221 ... 1167 1.3235592640152728e-28\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -2246,130 +1678,66 @@ "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.14210872302752 ... 108 9.620027025305879e-30\n", - " 7.154845405526278 8.765706765361054 ... 259 2.3538598837358202e-29\n", - " 10.2383625553961 12.454373396414148 ... 460 4.152497290077634e-29\n", - "14.650780257917607 17.54564379916103 ... 660 6.299763152990184e-29\n", - " 20.96481356314737 22.576647643196516 ... 351 3.2286847419848415e-29\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.126927175589889 ... 114 1.1244800994392146e-29\n", - " 7.154845405526278 8.805797903804994 ... 236 2.2572922124453744e-29\n", - " 10.2383625553961 12.418597085824944 ... 452 4.033731649589162e-29\n", - "14.650780257917607 17.784702674409296 ... 705 6.671295243809067e-29\n", - " 20.96481356314737 22.50016731869643 ... 303 2.844477013151256e-29\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -2377,139 +1745,57 @@ "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.115884172980859 ... 31 2.0607587291997345e-30\n", - " 7.154845405526278 8.78494141995983 ... 62 4.3335729574675706e-30\n", - " 10.2383625553961 12.681110648211844 ... 152 1.0584816274210167e-29\n", - "14.650780257917607 18.194335629619015 ... 299 2.1853993470433914e-29\n", - " 20.96481356314737 21.4781292487326 ... 59 4.396271259620606e-30\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ----------------- ... ----- ----------------------\n", - " 5.000000000000001 5.990280549444574 ... 60 4.4380474771146195e-30\n", - " 7.154845405526278 8.504018164661442 ... 119 7.736016672551991e-30\n", - " 10.2383625553961 12.20537334224807 ... 170 1.0428391311705517e-29\n", - "14.650780257917607 17.70450708555177 ... 271 1.751605538078165e-29\n", - " 20.96481356314737 21.18897904663898 ... 26 1.7953777740766105e-30\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", "Ncluster 8\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.139549740367247 ... 179 9.095313613856235e-29\n", - " 7.154845405526278 8.707914958560487 ... 329 1.770273786805791e-28\n", - " 10.2383625553961 12.38904833899332 ... 444 2.4095655160089987e-28\n", - "14.650780257917607 17.976772802605048 ... 697 3.677323150724495e-28\n", - " 20.96481356314737 25.538411046060396 ... 1346 6.996393107690039e-28\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.101506181133268 ... 189 1.0182854577845567e-28\n", - " 7.154845405526278 8.680002960907302 ... 388 2.0789837547135403e-28\n", - " 10.2383625553961 12.544828162371175 ... 747 3.9752720553529625e-28\n", - "14.650780257917607 17.93459778417793 ... 1200 6.333890266591242e-28\n", - " 20.96481356314737 25.580865185590262 ... 2338 1.2144216486233082e-27\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -2517,164 +1803,86 @@ "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.233759719335476 ... 120 5.800277638325174e-29\n", - " 7.154845405526278 8.752476217744281 ... 232 1.0984908726126938e-28\n", - " 10.2383625553961 12.53168523106642 ... 339 1.6942282006937645e-28\n", - "14.650780257917607 18.037067955907336 ... 529 2.627380695090805e-28\n", - " 20.96481356314737 23.577685270332623 ... 485 2.4570349818883783e-28\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.141544093618042 ... 195 1.0294310080813466e-28\n", - " 7.154845405526278 8.666989787106298 ... 364 1.771981756724356e-28\n", - " 10.2383625553961 12.471627713416707 ... 611 3.049354842387383e-28\n", - "14.650780257917607 17.733637508407522 ... 859 4.642860458848605e-28\n", - " 20.96481356314737 24.824541302392188 ... 1167 6.06875538745143e-28\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -2682,130 +1890,66 @@ "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.142108723027519 ... 108 4.541809110578843e-29\n", - " 7.154845405526278 8.765706765361054 ... 259 1.1113048057822348e-28\n", - " 10.2383625553961 12.454373396414141 ... 460 1.9604778629121257e-28\n", - "14.650780257917607 17.54564379916099 ... 660 2.974245457676352e-28\n", - " 20.96481356314737 22.57664764319649 ... 351 1.524327295314163e-28\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 6.126927175589889 ... 114 5.257199023542335e-29\n", - " 7.154845405526278 8.805797903804992 ... 236 1.0553352096702919e-28\n", - " 10.2383625553961 12.418597085824933 ... 452 1.8858608613907532e-28\n", - "14.650780257917607 17.784702674409296 ... 705 3.118981550585594e-28\n", - " 20.96481356314737 22.50016731869643 ... 303 1.3298573966302335e-28\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -2813,139 +1957,57 @@ "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ---------------------\n", - " 5.000000000000001 6.115884172980859 ... 31 9.307408848508268e-30\n", - " 7.154845405526278 8.784941419959829 ... 62 1.957256554029159e-29\n", - " 10.2383625553961 12.68111064821184 ... 152 4.780628185846664e-29\n", - "14.650780257917607 18.194335629619015 ... 299 9.870347718044e-29\n", - " 20.96481356314737 21.478129248732607 ... 59 1.985574218002962e-29\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius ... n_src W_l \n", - "------------------ ------------------ ... ----- ----------------------\n", - " 5.000000000000001 5.990280549444572 ... 60 2.1511569903369728e-29\n", - " 7.154845405526278 8.504018164661442 ... 119 3.74970894933799e-29\n", - " 10.2383625553961 12.205373342248073 ... 170 5.054724399372463e-29\n", - "14.650780257917607 17.70450708555177 ... 271 8.490171673421432e-29\n", - " 20.96481356314737 21.188979046638977 ... 26 8.702339190637707e-30\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_mean_gamma.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mean_gamma.hdf5\n", "Ncluster 8\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4589 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.095980161461226 7.154845405526278 ... 0.0 202 202.0\n", - " 7.154845405526278 8.703875095164008 10.2383625553961 ... 0.0 371 371.0\n", - " 10.2383625553961 12.373678756459315 14.650780257917607 ... 0.0 494 494.0\n", - "14.650780257917607 17.999861465923594 20.96481356314737 ... 0.0 788 788.0\n", - " 20.96481356314737 25.601566416000704 29.999999999999996 ... 0.0 1496 1496.0\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6639 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.103861739648065 7.154845405526278 ... 0.0 217 217.0\n", - " 7.154845405526278 8.698853710808399 10.2383625553961 ... 0.0 428 428.0\n", - " 10.2383625553961 12.557175580088812 14.650780257917607 ... 0.0 822 822.0\n", - "14.650780257917607 17.95675419255725 20.96481356314737 ... 0.0 1321 1321.0\n", - " 20.96481356314737 25.583953319427494 29.999999999999996 ... 0.0 2595 2595.0\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6842 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6868 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8508 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5863 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4941 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6439 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -2953,164 +2015,86 @@ "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2384 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.212243176451404 7.154845405526278 ... 0.0 158 158.0\n", - " 7.154845405526278 8.747966815872092 10.2383625553961 ... 0.0 293 293.0\n", - " 10.2383625553961 12.556138391860063 14.650780257917607 ... 0.0 431 431.0\n", - "14.650780257917607 17.937811634720155 20.96481356314737 ... 0.0 706 706.0\n", - " 20.96481356314737 23.54955315241165 29.999999999999996 ... 0.0 646 646.0\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 4123 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.142261862547459 7.154845405526278 ... 0.0 249 249.0\n", - " 7.154845405526278 8.714456380355715 10.2383625553961 ... 0.0 460 460.0\n", - " 10.2383625553961 12.43101751593802 14.650780257917607 ... 0.0 725 725.0\n", - "14.650780257917607 17.760989897553262 20.96481356314737 ... 0.0 1028 1028.0\n", - " 20.96481356314737 24.792478756115436 29.999999999999996 ... 0.0 1416 1416.0\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3492 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3825 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2711 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3569 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4520 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3419 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3478 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1652 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1987 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3424 theta_max is 25.547593749801187 arcmin = 9.99822198804875 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2374 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3876 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2650 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2554 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2727 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2392 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4344 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5448 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2574 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3405 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3956 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 3107 theta_max is 30.670825674905267 arcmin = 9.998156030222507 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 4012 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2882 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 3045 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3816 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -3118,130 +2102,66 @@ "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2765 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.085200916613442 7.154845405526278 ... 0.0 178 178.0\n", - " 7.154845405526278 8.735703161039964 10.2383625553961 ... 0.0 373 373.0\n", - " 10.2383625553961 12.429203010926786 14.650780257917607 ... 0.0 646 646.0\n", - "14.650780257917607 17.613424065422617 20.96481356314737 ... 0.0 897 897.0\n", - " 20.96481356314737 22.597533123162112 29.999999999999996 ... 0.0 478 478.0\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2730 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.1228024769471965 7.154845405526278 ... 0.0 162 162.0\n", - " 7.154845405526278 8.775342505885476 10.2383625553961 ... 0.0 331 331.0\n", - " 10.2383625553961 12.411759598149633 14.650780257917607 ... 0.0 650 650.0\n", - "14.650780257917607 17.754577899085643 20.96481356314737 ... 0.0 966 966.0\n", - " 20.96481356314737 22.50540094779791 29.999999999999996 ... 0.0 438 438.0\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2652 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 4221 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 2343 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1880 theta_max is 22.9175357006242 arcmin = 9.998831771139187 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1450 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1652 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 3121 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 4303 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3453 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3657 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1559 theta_max is 22.21288881987206 arcmin = 9.999094384000774 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1755 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 3105 theta_max is 24.789122304659266 arcmin = 9.995024313779828 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2631 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3450 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1903 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1697 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2968 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 3194 theta_max is 23.970879182832753 arcmin = 9.999780508114759 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -3249,139 +2169,57 @@ "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 1137 theta_max is 21.95463152477388 arcmin = 9.998536516986524 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.143509498539015 7.154845405526278 ... 0.0 57 57.0\n", - " 7.154845405526278 8.920890641166014 10.2383625553961 ... 0.0 126 126.0\n", - " 10.2383625553961 12.490227440277783 14.650780257917607 ... 0.0 269 269.0\n", - "14.650780257917607 18.17567469529808 20.96481356314737 ... 0.0 511 511.0\n", - " 20.96481356314737 21.45444921002222 29.999999999999996 ... 0.0 109 109.0\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1446 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.09054573845143 7.154845405526278 ... 0.0 136 136.0\n", - " 7.154845405526278 8.712344421944916 10.2383625553961 ... 0.0 220 220.0\n", - " 10.2383625553961 12.304670530483442 14.650780257917607 ... 0.0 359 359.0\n", - "14.650780257917607 17.747143755378517 20.96481356314737 ... 0.0 532 532.0\n", - " 20.96481356314737 21.18901101951002 29.999999999999996 ... 0.0 46 46.0\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 965 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 825 theta_max is 21.667407392522133 arcmin = 9.984097523100175 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 1347 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 2108 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1696 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 1008 theta_max is 20.746420709292515 arcmin = 9.99338683887611 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 778 theta_max is 20.665582251992163 arcmin = 9.99718210559031 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1511 theta_max is 21.509886623988567 arcmin = 9.997413918565298 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 791 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_mode_gamma.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mode_gamma.hdf5\n", "Ncluster 8\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4496 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.090298816873434 7.154845405526278 ... 0.0 198 198.0\n", - " 7.154845405526278 8.700605018572972 10.2383625553961 ... 0.0 360 360.0\n", - " 10.2383625553961 12.37226259052642 14.650780257917607 ... 0.0 486 486.0\n", - "14.650780257917607 17.998485120096582 20.96481356314737 ... 0.0 765 765.0\n", - " 20.96481356314737 25.594838625998594 29.999999999999996 ... 0.0 1464 1464.0\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6508 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.113337649114584 7.154845405526278 ... 0.0 207 207.0\n", - " 7.154845405526278 8.704140343766374 10.2383625553961 ... 0.0 422 422.0\n", - " 10.2383625553961 12.567299518364754 14.650780257917607 ... 0.0 808 808.0\n", - "14.650780257917607 17.946701992428466 20.96481356314737 ... 0.0 1296 1296.0\n", - " 20.96481356314737 25.586549710528566 29.999999999999996 ... 0.0 2549 2549.0\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6645 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6793 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8401 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5806 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4852 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6358 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -3389,164 +2227,86 @@ "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2149 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.215957721392165 7.154845405526278 ... 0.0 149 149.0\n", - " 7.154845405526278 8.745610556086692 10.2383625553961 ... 0.0 267 267.0\n", - " 10.2383625553961 12.574990332437437 14.650780257917607 ... 0.0 399 399.0\n", - "14.650780257917607 17.970908762688083 20.96481356314737 ... 0.0 626 626.0\n", - " 20.96481356314737 23.5466362368359 29.999999999999996 ... 0.0 582 582.0\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3903 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.135941251717101 7.154845405526278 ... 0.0 233 233.0\n", - " 7.154845405526278 8.726448661907954 10.2383625553961 ... 0.0 431 431.0\n", - " 10.2383625553961 12.42510089352754 14.650780257917607 ... 0.0 697 697.0\n", - "14.650780257917607 17.73919466695267 20.96481356314737 ... 0.0 977 977.0\n", - " 20.96481356314737 24.779078744020286 29.999999999999996 ... 0.0 1337 1337.0\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3294 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3589 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2477 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3236 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4237 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3203 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3217 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1554 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1814 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3100 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2161 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3646 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2372 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2313 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2529 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2263 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4094 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5253 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2305 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3178 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3770 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2946 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3765 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2588 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2760 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3542 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -3554,130 +2314,66 @@ "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2456 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.110685401354426 7.154845405526278 ... 0.0 145 145.0\n", - " 7.154845405526278 8.730009213167941 10.2383625553961 ... 0.0 333 333.0\n", - " 10.2383625553961 12.421618013192386 14.650780257917607 ... 0.0 581 581.0\n", - "14.650780257917607 17.586645994837287 20.96481356314737 ... 0.0 807 807.0\n", - " 20.96481356314737 22.60876982736338 29.999999999999996 ... 0.0 419 419.0\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2413 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.135714325580151 7.154845405526278 ... 0.0 141 141.0\n", - " 7.154845405526278 8.789564179432569 10.2383625553961 ... 0.0 297 297.0\n", - " 10.2383625553961 12.417059463391 14.650780257917607 ... 0.0 572 572.0\n", - "14.650780257917607 17.75901258202372 20.96481356314737 ... 0.0 870 870.0\n", - " 20.96481356314737 22.517559913215717 29.999999999999996 ... 0.0 376 376.0\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2346 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3782 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1830 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1511 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1219 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1321 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2637 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3863 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3115 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3282 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1247 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1586 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2779 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2228 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3056 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1528 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1560 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2515 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2800 theta_max is 23.96410763697689 arcmin = 9.9969556650315 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -3685,139 +2381,57 @@ "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 891 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.245187277957168 7.154845405526278 ... 0.0 46 46.0\n", - " 7.154845405526278 8.90656713830909 10.2383625553961 ... 0.0 97 97.0\n", - " 10.2383625553961 12.4929684004665 14.650780257917607 ... 0.0 209 209.0\n", - "14.650780257917607 18.164705400698033 20.96481356314737 ... 0.0 402 402.0\n", - " 20.96481356314737 21.445636664476204 29.999999999999996 ... 0.0 85 85.0\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1069 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.067726133270108 7.154845405526278 ... 0.0 101 101.0\n", - " 7.154845405526278 8.670358736761745 10.2383625553961 ... 0.0 172 172.0\n", - " 10.2383625553961 12.260717604069868 14.650780257917607 ... 0.0 262 262.0\n", - "14.650780257917607 17.679388044059735 20.96481356314737 ... 0.0 387 387.0\n", - " 20.96481356314737 21.199549426289376 29.999999999999996 ... 0.0 37 37.0\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 626 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 645 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 963 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1532 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1270 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 626 theta_max is 20.729156918041713 arcmin = 9.98507100711446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 514 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1152 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 558 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", - "outputs_shear_catalogs/my_cluster_shear_catalog_pdf_gamma.hdf5\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_gamma.hdf5\n", "Ncluster 8\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.111581962850052 7.154845405526278 ... 0.0 179 179.0\n", - " 7.154845405526278 8.69130282840402 10.2383625553961 ... 0.0 329 329.0\n", - " 10.2383625553961 12.380516113097531 14.650780257917607 ... 0.0 444 444.0\n", - "14.650780257917607 17.97807934321119 20.96481356314737 ... 0.0 697 697.0\n", - " 20.96481356314737 25.577808624573635 29.999999999999996 ... 0.0 1346 1346.0\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.115080277319229 7.154845405526278 ... 0.0 189 189.0\n", - " 7.154845405526278 8.695732312744152 10.2383625553961 ... 0.0 388 388.0\n", - " 10.2383625553961 12.568115051640977 14.650780257917607 ... 0.0 747 747.0\n", - "14.650780257917607 17.94393524617345 20.96481356314737 ... 0.0 1200 1200.0\n", - " 20.96481356314737 25.61243571127088 29.999999999999996 ... 0.0 2338 2338.0\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -3825,164 +2439,86 @@ "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.22342447785585 7.154845405526278 ... 0.0 120 120.0\n", - " 7.154845405526278 8.72696910197035 10.2383625553961 ... 0.0 232 232.0\n", - " 10.2383625553961 12.56951667727292 14.650780257917607 ... 0.0 339 339.0\n", - "14.650780257917607 17.991125157433952 20.96481356314737 ... 0.0 529 529.0\n", - " 20.96481356314737 23.555208836972138 29.999999999999996 ... 0.0 485 485.0\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- ------\n", - " 5.000000000000001 6.143128298566377 7.154845405526278 ... 0.0 195 195.0\n", - " 7.154845405526278 8.697957100515225 10.2383625553961 ... 0.0 364 364.0\n", - " 10.2383625553961 12.420817385151116 14.650780257917607 ... 0.0 611 611.0\n", - "14.650780257917607 17.72333887881258 20.96481356314737 ... 0.0 859 859.0\n", - " 20.96481356314737 24.797938060979934 29.999999999999996 ... 0.0 1167 1167.0\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -3990,130 +2526,66 @@ "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ----------------- ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.087703894469404 7.154845405526278 ... 0.0 108 108.0\n", - " 7.154845405526278 8.710868800581311 10.2383625553961 ... 0.0 259 259.0\n", - " 10.2383625553961 12.40485032378712 14.650780257917607 ... 0.0 460 460.0\n", - "14.650780257917607 17.58427940693377 20.96481356314737 ... 0.0 660 660.0\n", - " 20.96481356314737 22.5923369437322 29.999999999999996 ... 0.0 351 351.0\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.1557623933574375 7.154845405526278 ... 0.0 114 114.0\n", - " 7.154845405526278 8.822812133369776 10.2383625553961 ... 0.0 236 236.0\n", - " 10.2383625553961 12.428955480983847 14.650780257917607 ... 0.0 452 452.0\n", - "14.650780257917607 17.762501103603903 20.96481356314737 ... 0.0 705 705.0\n", - " 20.96481356314737 22.528172928130868 29.999999999999996 ... 0.0 303 303.0\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", @@ -4121,80 +2593,36 @@ "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.126848038933162 7.154845405526278 ... 0.0 31 31.0\n", - " 7.154845405526278 8.888184735987299 10.2383625553961 ... 0.0 62 62.0\n", - " 10.2383625553961 12.500520936963508 14.650780257917607 ... 0.0 152 152.0\n", - "14.650780257917607 18.195050468666444 20.96481356314737 ... 0.0 299 299.0\n", - " 20.96481356314737 21.436400773789536 29.999999999999996 ... 0.0 59 59.0\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", - "GCData\n", - "> defined by: bin_units='arcmin', cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)'\n", - "> with columns: radius_min, radius, radius_max, tangential_comp, tangential_comp_err, cross_comp, cross_comp_err, z, z_err, n_src, W_l\n", - "> 5 objects\n", - " radius_min radius radius_max ... z_err n_src W_l \n", - "------------------ ------------------ ------------------ ... ----- ----- -----\n", - " 5.000000000000001 6.0514469926168575 7.154845405526278 ... 0.0 60 60.0\n", - " 7.154845405526278 8.599840052518546 10.2383625553961 ... 0.0 119 119.0\n", - " 10.2383625553961 12.256055380127641 14.650780257917607 ... 0.0 170 170.0\n", - "14.650780257917607 17.6905615731236 20.96481356314737 ... 0.0 271 271.0\n", - " 20.96481356314737 21.211966289299927 29.999999999999996 ... 0.0 26 26.0\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", "!!! maximum distance of source smaller than distance_bins\n", - "BINSS [ 5. 7.15484541 10.23836256 14.65078026 20.96481356 30. ]\n", - "arcmin\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n" @@ -4216,7 +2644,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 32, "id": "e5f9f0d8", "metadata": {}, "outputs": [ @@ -4238,18 +2666,18 @@ " cluster_profiles = name,\n", " survey_name = 'cosmodc2-1deg',\n", " area = 1.0,\n", - " cluster_sacc_catalog = f\"cluster_sacc_catalog_{name2}.sacc\"\n", + " cluster_sacc_catalog = f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/cluster_sacc_catalog_{name2}.sacc\"\n", " )\n", " step5.run()\n", " step5.finalize()\n", - " final_name = f\"cluster_sacc_catalog_{name2}.sacc\"\n", + " final_name = f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/cluster_sacc_catalog_{name2}.sacc\"\n", " return final_name\n", " " ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 33, "id": "88984fd3", "metadata": {}, "outputs": [ @@ -4257,12 +2685,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "cluster_profiles_0.pkl\n", - "cluster_profiles_0.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", - "cluster_profiles_1.pkl\n", - "cluster_profiles_1.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n" + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_0.pkl\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_0.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_1.pkl\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_1.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_2.pkl\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_2.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_3.pkl\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_3.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_4.pkl\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_4.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n" ] }, { @@ -4271,16 +2708,16 @@ "text": [ "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", - "NOTE/WARNING: Expected output file cluster_sacc_catalog_0.sacc was not generated.\n", + "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_0.sacc was not generated.\n", "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", - "NOTE/WARNING: Expected output file cluster_sacc_catalog_1.sacc was not generated.\n", + "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_1.sacc was not generated.\n", "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", - "NOTE/WARNING: Expected output file cluster_sacc_catalog_2.sacc was not generated.\n", + "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_2.sacc was not generated.\n", "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", - "NOTE/WARNING: Expected output file cluster_sacc_catalog_3.sacc was not generated.\n", + "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_3.sacc was not generated.\n", "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n" ] @@ -4289,34 +2726,25 @@ "name": "stdout", "output_type": "stream", "text": [ - "cluster_profiles_2.pkl\n", - "cluster_profiles_2.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", - "cluster_profiles_3.pkl\n", - "cluster_profiles_3.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", - "cluster_profiles_4.pkl\n", - "cluster_profiles_4.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", - "cluster_profiles_5.pkl\n", - "cluster_profiles_5.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", - "cluster_profiles_6.pkl\n", - "cluster_profiles_6.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n" + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_5.pkl\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_5.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_6.pkl\n", + "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_6.pkl\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "NOTE/WARNING: Expected output file cluster_sacc_catalog_4.sacc was not generated.\n", + "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_4.sacc was not generated.\n", "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", - "NOTE/WARNING: Expected output file cluster_sacc_catalog_5.sacc was not generated.\n", + "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_5.sacc was not generated.\n", "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", - "NOTE/WARNING: Expected output file cluster_sacc_catalog_6.sacc was not generated.\n" + "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_6.sacc was not generated.\n" ] } ], @@ -4334,26 +2762,13 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 36, "id": "4ae71371", "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cluster_sacc_catalog_0.sacc\n", - "{'bin_z_0': , 'bin_z_1': , 'bin_z_2': , 'bin_z_3': , 'bin_rich_0': , 'radius_0': , 'radius_1': , 'radius_2': , 'radius_3': , 'radius_4': , 'cosmodc2-1deg': }\n", - "6.129519903362104\n", - "8.756661914551753\n", - "12.503163782479836\n", - "17.909285737049128\n", - "25.55213159642551\n" - ] - }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -4361,22 +2776,9 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cluster_sacc_catalog_1.sacc\n", - "{'bin_z_0': , 'bin_z_1': , 'bin_z_2': , 'bin_z_3': , 'bin_rich_0': , 'radius_0': , 'radius_1': , 'radius_2': , 'radius_3': , 'radius_4': , 'cosmodc2-1deg': }\n", - "6.132594915927311\n", - "8.75986114867883\n", - "12.502329021432892\n", - "17.903335033997482\n", - "25.544245892710517\n" - ] - }, { "data": { - "image/png": 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KOyovIiIileDYoQLmvLGeguNuomrYGfy7dtRt4jQ7VlhSeREREblEB7Ye57/vbKK02EvN5BhuGN8OZ50Ys2OFLZUXERGRS7B1ZTaL/70Vv88g5TIng8a2I6qG3exYYU3lRURE5CIYhsGaeXv56es9ADTrkkTfMa2IsOtS6EBTeREREblAPq+f76duZeuKU3eQ79S/Ed1vaoJFl0JXCZUXERGRC+Au8jD/3U0c2HoCi9XC1bc3p3XvembHqlb0/G0Rk8xZ9hnbt28wO4aIXID84yXMfGEdB7aewO6wMfh37VRcTKAjLyImyNm7h4MfOdhvPUR2681cPWGE2ZFE5ByOZOUz5431FOWVEuuMZPD49tRpEGd2rGpJR15ETLD0/a/w2uPw2yLZtDWJ+X+YireoxOxYInIGezceZeaL6yjKKyWhXizDHu2i4mIilReRKubz+cg7kABAjdL9AOwqTGH6A7M4ueOAmdFEpAKblhxg3lsb8Lp9NGhVi5sf7kxc7SizY1VrKi8iVWzl7Lm4o1Kx+koZ8NTV9O0NEd5iTkYk8/mz69j55XKzI4oIYPgNls/YyZJp2zEMaNUzhcHj2+OI1hkXZlN5EaliOxfsBiCa7SQ3bEyrO/oy7PctifMcodReg2/+W8iP//gCv99vclKR6svr8bHg/Z/JWJgFQLchafQZ1RKbTR+bwUBbQaQKncg9TJG/OQCNrk4um57YvinpLw2mgf0ghsVG5v7azB7/CcVH88yKKlJtFReUMvvlTHaty8Vqs3DdXZfTZVCangodRFReRKrQonc/x2+LItKdy1W331rudw5nDW549Q66XObC4vdyyJ/K9EcXkPPTVpPSilQ/J3OLmPHcWnJ2u3DERDDkgQ606FbX7FjyKyovIlXo5M5YAGokZWOznX4LcavVSreHb2bwsNo4PHkU2hP48r3dbJzyTVVHFal2sne5mPHcWlxHiolLiOKWRzpTr0Uts2NJBVReRKrIum++pSSqERa/j1539j/r2Eb9u5D+l+4k+LLx2aJYujqChY9+gs/tqaK0ItXLzrW5zH45g5JCD0mN4hj2x87UTok1O5acgcqLSBXZNPvU3XSjvdtp2Oryc46Pa1SX294YTvOap56dst1Vl8/Hf0be3uyA5hSpTgzDIOObLBa8twmf10/jdokMndiJWKfD7GhyFiovIlWgKD+PopJmAKR2Pf//mrM57Fz/7Eiu6urD5ivhmC2Fz/62ir3/XR2oqCLVht/nZ+mn21k+cycAbfvUZ+DYttgdeip0sFN5EakC374zDZ89FnvpCfrcdfsFz9/2t9dz831NiPUcw22PZ96sE6x8fpYupxa5SKUlXua9vZFNSw6CBa68rRlXpTfHqqdChwSVF5EqcPTnU/8gxsTvJdJxcYejk69oSfpz/Um1HsKwRrB2l5OvH5yK21VQmVFFwl6hy82XL2Wwb+MxbHYrA+5rQ/trG5gdSy6AyotIgG1euZJix2Vg+LnijqsuaVnRifHc9MZIOjQ8gcXwccBTj+kT53IkY2clpRUJb8cOFfDFc2s4kpVPdJydoQ91pGnHJLNjyQVSeREJsHXTTt3uP7p0Fy2uuOKSl2e1Wun1p2H0H1SDSE8B+fY6zHxzG5v/s+iSly0Szg5sPc7M59dRcNxNzeQYhv2xM3WbOM2OJRdB5UUkgNzFxRTlNwagTtvK/S696U09uO2xTtTyHsYbEc3iH2DRE5/i83gr9X1EwsHWldl8/fp6Sou9pFzmZNgjnXHWiTE7llwklReRAFr04ad4ImsS4cnn2nsv/ETdc6nZrD7DX7uZpjVOXT695VgSM8ZNp+DAkUp/L5FQZBgGP83Zw3cfbcHvM2jWJYkhD3Ygqobd7GhyCVReRAIoZ00xADHRu4iJiwvIe0TERDHghTvo1aEEq6+UI9YUpv91GfsXZQbk/URChc/rZ9G/trB6zh4AOg1oxPW/bU2EXZdChzqVF5EA2bNpI0X2U/d2aXtLx4C/X4exg7hpTH1iPMcpsddkzqeHWfPqVwF/X5Fg5C7y8PXr69m6MgeL1cI1d7Sgx9CmWHQpdFhQeREJkBX/+hYsNqJK9tChb58qec/UK9uQ/r99SeYQfqudVVtqMHfCfygtKK6S9xcJBnnHipn5wjoObjuB3WFj8O/a0bp3PbNjSSVSeREJAK/HQ+HRVABqNS+p0veOSa7NLW/cTtuUo2D42VuSyvQHZ3P8571VmkPEDEey8pnx3FqOHyok1hnJzQ93olGbBLNjSSVTeREJgCWffEGpow42bzF97r2tyt/fGmHjqr8O57prHdi9heTZk/ji5Y1s/3xZlWcRqSp7Nx5l5ovrKMorJaFeLMMe7UKdBoE510zMpfIiEgBZy44CEB2xnVp1zLsBVovhvbn1obY4Pbl4ImJZ+K2bpU9/ht/rMy2TSCBsWnKAeW9twOv20aBVLW55uDNxtaPMjiUBovIiUsmyd++m2NocgBaDmpmcBmq3bszwV2+icdQhsFjZmJ3IzPHTKDp83OxoIpfM8Bv8OGMnS6ZtxzCgVc8UBo9vT2R0hNnRJIBUXkQq2bIpX2NY7ThKDnLF4IFmxwEgskY0g1/5Dd1aFWD1ezhMKtP/tIhDP/5sdjSRi+Yt9bHg/Z/JXJgFQLchafQZ1RKbTR9t4U5bWKQS+Xw+8g4mAhDf8Dg2W3DdT6LLg0O4YUQyUZ6TFNlrM/uj/WS+Pc/sWCIXrLiglNmvZLJrXS5Wm4Xr7rqcLoPSsFh0KXR1oPIiUolWfvk17qgUrL5Srr5nqNlxKtSgbwfSn+5NHX82flskP2ZGMf8PU/EWVe1VUSIX6+ThImY8t5ac3S4cMREMeaADLbrVNTuWVCGVF5FKtPObvQBEs53kho3MDXMWNerXYdib6VyemAvArsIUPntgFid3HDQ5mcjZZe9yMeOfa3EdKSYuIYpbHulMvRa1zI4lVUzlRaSSHD+cTZG/BQCNrwn+/wq02SPo8/cR9LkSIrzFnIhI5vNn17Br9gqzo4lUaOfaXGa/nEFJoYekRnHc+mgXaqfEmh1LTKDyIlJJFr/zBX6bg0h3Lr1HDDM7znm7/Dd9uWVcC+I8Ryi1x7FgXgE//uML/H6/2dFEgFMPV8z4JosF723C5/WT1j6RoRM7ERMfaXY0MYnKi0glObm7BgA1krKD7kTdc6nT8TLSXxpMfftBDIuNzP21mT3+E4qP5pkdTao5v8/P0mnbWT5zJwDt+tRnwP1tsTtCax+TyqXyIlIJ1i74hpKoRlj8PnrdNcDsOBfF4azBja/eQeemLix+L4f8qUx/dAGHV281O5pUU6UlXua9vZFNSw+CBa68rRm905tj1cMVq70qKS9vvfUWaWlpREVF0blzZ5YtO/styt1uN0888QSNGjXC4XDQtGlTPvjgg6qIKnJRfp69CYBo73YatmxlcpqLZ7Va6f7IzQy6uRYOTx6F9gRmvbubjR8sNDuaVDOFLjdfvpTBvo3HsNmtDLivDe2vbWB2LAkSAb8F4fTp05kwYQJvvfUWvXr14p133mHgwIFs3ryZhg0bVjjP8OHDOXz4MFOmTOGyyy4jNzcXr9cb6KgiFyXfdZIidzOwQ2q3GmbHqRSNB17B8Fb1mfePRRyzpbD0J8jZ/gl9n74Nm8NudjwJc8cOFTDnjfUUHHcTHWdn0O/aUTfNaXYsCSIWwzCMQL5Bt27d6NSpE5MnTy6b1qpVK4YOHcqkSZNOGz9//nxGjBjB7t27qV279gW/X15eHk6nE5fLRXx8/CVlFzkfs59/mwO7mmMvPc6dk28k0uEwO1Kl8bk9LPrL52x3nbp6KsGXzaAn+hLfOMXkZBKuDmw9zn/f2URpsZeayTHcML4dzjoxZseSKnAhn98B/dqotLSUtWvX0q9fv3LT+/Xrx/Llyyuc56uvvqJLly7885//pF69ejRv3pyHH36Y4uLiCse73W7y8vLKvUSq0rGfT504GOvMCqviAmBz2Ln+uZFcdYUXm6+EY7YUPvvbKvYtWGN2NAlDW1dk8/Vr6ykt9pJymZNhf+ys4iIVCmh5OXr0KD6fj+Tk5HLTk5OTycnJqXCe3bt388MPP7Bp0yZmzZrFK6+8whdffMG4ceMqHD9p0iScTmfZq0EDfScqVWfz8hUURzUFw88Vv7nK7DgB0/bufgy9rwmxnmO47fHMnXGcVS/M0uXUUikMw+CnOXv47l9b8PsNmnVJYsiDHYiK1VeUUrEqOWH318+aMAzjjM+f8Pv9WCwWpk6dSteuXRk0aBAvvfQSH330UYVHXx5//HFcLlfZa//+/QFZB5GKrJt+6oZu0aU7ad65i8lpAqvuFS1Jf64/qdZDGNYI1ux0MufBqbhdBWZHkxDm8/pZ9K8trJ6zB4BOAxpx/W9bE2HXpdByZgEtL4mJidhsttOOsuTm5p52NOYXKSkp1KtXD6fz/z85q1WrVhiGwYEDB04b73A4iI+PL/cSqQru4mKK8tMAqNOuevxDG50Yz01vjKRDg+NYDB/7PfWYPnEuR9fvMjuahCB3kYevX1/P1pU5WKwWrrmjBT2GNsWiS6HlHAJaXiIjI+ncuTMLF5a/zHLhwoX07Nmzwnl69erFoUOHKCj4//9rbvv27VitVurXrx/IuCIXZNEH0/BEOonw5HPdPbebHafKWK1Wej1xK/0GxhLpKSDfXocZr29ly9RFZkeTEJJ3rJiZL6zj4LYT2B02Bo9rR+ve9cyOJSEi4F8bTZw4kffff58PPviALVu28NBDD5GVlcXYsWOBU1/7jB49umz8yJEjSUhI4K677mLz5s0sXbqURx55hN/+9rdER0cHOq7IectZe+opzDHRu4iOC49LpC/EZUN7cttjnajpPYw3IppFy2Dxk5/i8+i2BnJ2R7LymfHcWo4fKiTWGcnND3eiUesEs2NJCAl4eUlPT+eVV17hmWeeoUOHDixdupR58+bRqNGpJ+5mZ2eTlZVVNr5GjRosXLiQkydP0qVLF+644w5uvPFGXnvttUBHFTlvuzesp8jeHIC2t3YyOY15ajarT/prN9M0NhuAzUeTmDFuOgUHjpicTILV3g1HmfniOorySkmoV4NbH+tCnQZxZseSEBPw+7xUNd3nRarCJw+/xImCDkSV7OHuj+42O05QyJg8j5XrrPhtkUR5TtLvjiY06NvB7FgSRDYtOcDST7djGNCgVS0G3NeWyOiA3ytVQkTQ3OdFJBx5PR4Kj506/6pW8xKT0wSPjv8ziJvG1Cfac4ISe03mfHqYta99bXYsCQKG3+DHGTtZMu1UcWnVK4XB49uruMhFU3kRuUDfT/2cUkciNm8xfe8bbnacoJJ6ZRtG/G8fkjmE32pn5eZY5k74D6UFFd9kUsKft9THgvc3kbnw1OkB3YY0oc9vWmKz6eNHLp7+ekQu0IEfjgEQHbGdmol1TE4TfGKSa3PLG7fTtu5RMPzsLUnlswdnc/znvWZHkypWXFDK7Fcy2bXuCFabhevuupwugxqf8T5fIudL5UXkAmTv3k2R9dSJui0HNzc5TfCyRti46qnhXHetA7u3CJc9iS9e3sj2z8/+RHkJHycPFzHjubXk7HbhiIlgyIMdaNGtrtmxJEyovIhcgKVTvsKw2nGUHKDbjYPNjhP0Wgzvza0PtSHek4snIpaF37pZ+vRn+L0+s6NJAGXvcjHjn2txHSkmLiGKWx7pTL3mtcyOJWFE5UXkPPl8PvIPnvqayNnwhMlpQkft1o1Jf/UmGkcdAouVjdmJzBo/jaLDx82OJgGwc20us1/OoKTQQ1KjOG59tAu1U2LNjiVhRuVF5DytmPUV7qgUrL5Srr73ZrPjhJTIGtEMfuU3dG1ZgNXvIYdUpv9pEYd+/NnsaFJJDMNg3Tf7WPDeJnxeP2ntExk6sRMx8ZFmR5MwpPIicp52fbMPgGi2kdSgoclpQtMVE4ZwQ3oSUR4XRfbazP5oP5lv/9fsWHKJ/D4/S6dtZ8XMU8+4atenPgPub4vdUT2e+SVVT+VF5DwcP5xNkdECgLQ+KSanCW0Nru3I8KevpI4/G78tkh8zHcx/eCreIt0zJxSVlniZ9/ZGNi09CBa48rZm9E5vjlUPV5QAUnkROQ+L35mB3+Yg0n2YK9OHmR0n5MXVr8OwN9NplZALwK6CFD57YCYndxw0OZlciEKXmy9fymDfxmPY7FYG3teW9tc2MDuWVAMqLyLn4eTuUw9ejEvKwWbTofDKYLNH0PcfI+hzJUR4izkRUZfPn13D7q9WmB1NzsOxQwV88dwajmTlEx1nZ+jEjjTpqPseSdVQeRE5h9XzF1AS1RCL30fPuweaHSfsXP6bvtwyrgVxnqOU2uOYP7eA5ZNm4Pf7zY4mZ7B/63Fm/nMtBcfd1EyOYdgfu1A3zWl2LKlGVF5EzmHLV5sBiPZto2HzlianCU91Ol5G+kuDqB9xCMNiI2NfLWb/firu43lmR5Nf2boimzmvrae0xEfKZU6G/bEzzjrRZseSakblReQs8l0nKSq9DIB63fSU8kByOGtw42sj6dzUhcXv45CvHtMeWcDh1VvNjiacuhT6p693892/tuD3GzS7IpmbHuxIVKzd7GhSDam8iJzFonc/xRcRi730ONeMSTc7TtizWq10f+RmBg6ticOTR6E9gVnv7mbThwvNjlat+bx+vvvXFlbP3QtApwGNuP6uy7HZ9REi5tBfnshZHNt86uTc2JpZRDocJqepPtIGXcHwP3ejti8Hny2KJatsfPvYJ/jcHrOjVTvuIg9fv76ebStzsFgtXHNHC3oMbYpFl0KLiVReRM7g5x9/pNjRFAw/XX9ztdlxqp34xikMf+M2mjtzANh2si6fj/+M/H05JierPvKOFTPzhXUc3HYCu8PG4HHtaN27ntmxRFReRM4kY/oqAKJLd9KsU2eT01RPNoed658byVVXeLH5SjhmS2H6MyvZt2CN2dHCXu6+PGY8t5bjhwqJrenglkc60ah1gtmxRACVF5EKuYuLKSxIAyCpve7rYra2d/dj6L1NiPUcw22PZ+6M4/z04pe6nDpA9m44yqwX11GUV0pCvRrc+mhnEuvHmR1LpIzKi0gFvpvyCd5IJxGePK69+3az4whQt2tL0p/rT6r1EIY1gtU74pnz4Ce4XQVmRwsrG78/wLzJG/CW+mlweW1uebgTNWpFmR1LpByVF5EK5KwrBSAmZjfRcTVMTiO/iE6M56Y3RtKh/nEw/Oz3pDJ94lyOrt9ldrSQZ/gNfpyxk6WfbscwoFWvFAaPa0dkdITZ0UROo/Ii8iu7N6yn2N4MgHa3djE5jfya1Wql15O30n9ADJGeAvLtdZjx+la2fLLY7Gghy1vqY8H7m8hcmAVAtyFN6POblths+oiQ4KS/TJFfWfnxd2CxElWyh/ZXX2V2HDmDy27uyW2PdaKm9zDeiGgWLTVY/OSn+Dxes6OFlOKCUma/ksmudUewRli47q7L6TKoMRaLLoWW4KXyIvJ/eD0eCo/VB6B2C7fJaeRcajarT/prN9MkJhuAzUeTmDH+UwoPHTU5WWg4ebiIGc+tJWe3C0dMBEMe6ECLbnXNjiVyTiovIv/H9//5jFJHIjZvEX3vG252HDkPETFRDHzpDnq2K8bqK+WIJZXpf17K/sWZZkcLatk7TzLjn2txHSkmLiGKWx7pTL3mtcyOJXJeVF5E/o/9PxwHIDpiB86ERJPTyIXo+LvB3DSmPtGeExTbazLnkxzWvjbH7FhBaefaXGa/kklJoYekRnHc+mgXaqfEmh1L5LypvIj8P4d27aTY1hyAVje0MDmNXIzUK9sw4n/7kMwh/LZIVm6OYe6E/+ApLDE7WlAwDIN13+xjwXub8Hn9pLVPZOgfOhETH2l2NJELovIi8v8smzIHw2rHUbKfrjcMMjuOXKSY5Nrc8sbttKl7BAw/e0tSmf7gl5zYss/saKby+/wsmbadFTNPXVberk99BtzfFnukbsIooUflRQTw+XzkH6oDgLORy+Q0cqmsETaufiqd6/pGYvcW4YpI4vMXN7Dji2VmRzNFaYmXeW9v5OelB8ECV97WjN7pzbHq4YoSolReRIDlM2bjjkrB6ivlmvtuMTuOVJIW6VcxbEIb4j25eCJi+Wahm6VPf47f6zM7WpUpPOlm1ovr2LfxGBF2KwPva0v7axuYHUvkkqi8iAC7vj11c65otlGnXn2T00hlSmjTmPRXb6KR4xBYrGzMTmDW+GkU5Z4wO1rAHTtYwBfPreHo/gKi4+zcNLEjTTrWMTuWyCVTeZFq7+ihgxQbp07QbdK3nslpJBAia0Rzw6u/oWvLAix+LzmkMv3x7zi0/GezowXM/q3Hmfn8WgpOuKmZHMOwP3ahbprT7FgilULlRaq9Je/NxG9zEOk+TK/hN5sdRwLoiglDuGF4IlEeF0X22sz+cD+Z78w3O1al27oimzmvrae0xEdqs5oM+2NnnHWizY4lUmlUXqTaO7knDoC45BxsNl15Ee4aXteJ4U9fSaI/G78tkh8zIpn/8FS8JaF/R2XDMPjp6918968t+P0Gza5IZsgDHYiKtZsdTaRSqbxItbb6vwsoiWqIxe+l1291eXR1EVe/Dre+mU6rhMMA7CpI4bPxM3DtOmhysovn8/r57l9bWD13LwCdBzTi+rsux2bXP/MSfvRXLdXalq83AxDt206D5roxXXVis0fQ9x+306cX2LwlnIioy2f/u4bdX68wO9oFcxd5+Pr19WxbmYPFauGaO1rQfWhTLLoUWsKUyotUW3knjlNU2gyA+t11ImN1dfmovgz7XTPiPEcptccxf04ByyfNwO/3mx3tvOQdK2bG8+s4uO0EdoeNG8a1o3VvnXgu4U3lRaqtRe9NxxcRg730OFeP1kMYq7M6nZqR/sJA6kccwrDYyNhXi69+PxX38Tyzo51V7r48Zjy3lhPZhcTWdHDLI51o2DrB7FgiAafyItXW8c0RAMTWzCLS4TA5jZjNUSuOG18bSecmLix+Hwd99fj0kfkcXr3N7GgV2rvhKLNeXEdRXikJ9Wpw66OdSawfZ3YskSqh8iLV0qYffqA4qikYfrqN6mN2HAkSVquV7n+8mYFDa+Lw5FFgT2TWu7vY9OFCs6OVs/H7A8ybvAFvqZ8Gl9fmloc7UaNWlNmxRKpMlZSXt956i7S0NKKioujcuTPLlp3f80V+/PFHIiIi6NChQ2ADSrWT+dlPAESX7uSyjh1NTiPBJm3QFQx/oiu1fTn4bFEsWWXj28en4XN7TM1l+A1+nLGTpZ9uxzCgVa8UBo9rR2R0hKm5RKpawMvL9OnTmTBhAk888QQZGRn07t2bgQMHkpWVddb5XC4Xo0eP5tprrw10RKlmSooKKCxIAyCpg/7Rl4rFN0nltteH0Sw+B4BtJ5L5fPxn5O/LMSWPt9THgvc3kbnw1L+d3W5qQp/ftMRm0wF0qX4shmEYgXyDbt260alTJyZPnlw2rVWrVgwdOpRJkyadcb4RI0bQrFkzbDYbX375JZmZmef1fnl5eTidTlwuF/Hx8ZcaX8LQ3NensPfnNCI8eYx57TqiYmuYHUmC3MYpC/hxpR+fzYHD4+L69AY06telyt6/OL+UeZM3kLM7D2uEhWtHt6J517pV9v4iVeFCPr8DWtlLS0tZu3Yt/fr1Kze9X79+LF++/Izzffjhh+zatYu//vWv53wPt9tNXl5euZfI2eRmlAIQE7NbxUXOS9u7+zP0nsbEeo7htjuZ+8Vxfnrxyyq5nPrk4SJm/HMtObvzcMREMOSBDiouUu0FtLwcPXoUn89HcnJyuenJycnk5FR86HXHjh089thjTJ06lYiIcx/SnzRpEk6ns+zVoIEe9S5ntmt9JkX2U/d26TD8CpPTSCip260V6c/1I8VyCMMaweod8cx98BNK8woD9p7ZO08y459rcR0pJi4himF/7Ey95rUC9n4ioaJKviy1WMrf5dEwjNOmAfh8PkaOHMnTTz9N8+bNz2vZjz/+OC6Xq+y1f//+Ssks4WnVx4vAYiWqZDdte/c2O46EmOhEJ0PfHEmH+sfB8JPlSeXTh+ZwdMPuSn+vHWsOM/uVTEoKPSQ1jufWR7tQq25spb+PSCgK6NmKiYmJ2Gy2046y5ObmnnY0BiA/P581a9aQkZHB+PHjAfD7/RiGQUREBN988w19+/YtN4/D4cChe3TIefB6PBQebwAOSGhZanYcCVFWq5VeT95K8qzlLJp7lHx7HWa8toWrr82i5e3XXPLyDcMg45ssVszaBUBa+0Suv7s19kg9NFTkFwE98hIZGUnnzp1ZuLD8PRIWLlxIz549TxsfHx/Pxo0byczMLHuNHTuWFi1akJmZSbdu3QIZV8Lc4o+nU+pIwOYtos/96WbHkRB32c09ue2RjtT0HsYbEc1333tZ/Ofp+L2+i16m3+dnybTtZcWlXZ/6DLi/rYqLyK8E/DrRiRMnMmrUKLp06UKPHj149913ycrKYuzYscCpr30OHjzIxx9/jNVqpU2bNuXmT0pKIioq6rTpIhfqwPITYE8lxr4DZ60bzI4jYaBWiwakv3YzC5+cwe6iFDYfqcPRcdMY9NcBxKYmXtCySku8fPP+z+zbdAwscOWtzWh/rc7hE6lIwMtLeno6x44d45lnniE7O5s2bdowb948GjVqBEB2dvY57/kicqkO7dpJse3UU6Nb3tDK5DQSTiJiohj40h1kvDWXlRk2cm2pTP/zUvqNakr9a9qf1zIKT7qZ8+Z6ju4vIMJu5fq7W9OkQ50AJxcJXQG/z0tV031epCLTH3+FoyfaEVWyn7s/GmN2HAlTB5dtZMFH2ym218Lq99C1rYfOvz/7Ub5jBwuY88Z6Ck64iY6zM+h37aibpqecS/UTNPd5EQkGPp+P/OwkAJyNXCankXBWr3dbRvz9GpI5hN9qZ+XPMcx76D94CksqHL9/63FmPr+WghNuaibHMOyPXVRcRM6DyouEveVfzMYdVRerz83V999idhwJczEpCdzyxu20qXsEDD97ilOZ/uCXnNha/uvxLcuzmfPaekpLfKQ2q8mwP3bGWSfapNQioUXlRcLeru9O3fsnmu3USa1vchqpDqwRNq5+Kp3r+kYS4S3CFZHE5y+sZ8fMHzAMg1Vf72bRx1vw+w2aXZHMkAc6EBVrNzu2SMjQU+kkrB09dJBi49QND5tcp+IiVatF+lUkXL6H/76yijx7Et8sKGHdj/M4WnjqCEvnAY3oNqQJFuvpN+0UkTPTkRcJa9+/NxO/zYHDnUOvW4eaHUeqocS2aaS/ehONHIfAYuVoYTQWDPr8piXdhzZVcRG5CCovEtZce06dsV6jbi42m270JeaIrBHNDa/+hm4t86mZt5vrB8Ry+ZWpZscSCVn62kjC1k9z51MS1QCL38uVvx1kdhwRuky4iQ4nThBRSw9XFLkUOvIiYWvrnC0ARPu2U7/Z+T3oUyTQVFxELp3Ki4SlvBPHKfI0A6B+D903Q0QknKi8SFha9N50fBEx2EuP0WfMCLPjiIhIJVJ5kbB0bPOpe2bE1tpPhF33zxARCScqLxJ2Ni5bRklUEzD8dPtNH7PjiIhIJVN5kbCT+flqAKJLd3BZx44mpxERkcqm8iJhpaSogKLCJgAkd4w0OY2IiASCyouEle+mTMdrjyfCk8e196SbHUdERAJA5UXCyuF1pQDExO4mKqaGyWlERCQQVF4kbOzMyKA48tS9XToO72pyGhERCRSVFwkbq/6zGCxWokp20+bKK82OIyIiAaLyImHB6/FQeKIBALVblpqcRkREAknlRcLC4n99iicyAZu3iGvv1x11RUTCmcqLhIUDK1wAxNh3EF+rtslpREQkkFReJOQd2LGdYtupp0a3GnK5yWlERCTQVF4k5P3wwTwMawRRJfu5YmB/s+OIiEiAqbxISPP5fBTkJAHgbOwyOY2IiFQFlRcJaT9+8SVuR12sPjfX3DfM7DgiIlIFVF4kpO3+9gAA0ZbtJKbWMzmNiIhUBZUXCVlHDh6gmFMn6ja9toHJaUREpKqovEjIWvLeTPw2Bw53Dj1vvcnsOCIiUkVUXiRkufY6AahRNxebzWZyGhERqSoqLxKSfpr7X0qiGmDxe+l9z2Cz44iISBVSeZGQtHXOVgCifduo17SZyWlERKQqqbxIyMk7cZwiz6nCUr9nLZPTiIhIVVN5kZDz3Tuf4ouIIdJ9jD6j082OIyIiVUzlRULO8a2RAMTU3k+E3W5yGhERqWoqLxJSNi5bRklUEzD8dB/d1+w4IiJiApUXCSmZn60GIMazg6btO5gbRkRETKHyIiGjpKiAoqImACR1jDQ5jYiImEXlRULGd+9Px2uPJ8KTx7V360RdEZHqSuVFQsbhDA8AsbG7iYqpYXIaERExi8qLhISdGRkUR14GQIfhXU1OIyIiZqqS8vLWW2+RlpZGVFQUnTt3ZtmyZWccO3PmTK6//nrq1KlDfHw8PXr0YMGCBVURU4LYqn8vBouV6JJdtLnySrPjiIiIiQJeXqZPn86ECRN44oknyMjIoHfv3gwcOJCsrKwKxy9dupTrr7+eefPmsXbtWvr06cONN95IRkZGoKNKkCp1uyk82RCA2pd7TU4jIiJmsxiGYQTyDbp160anTp2YPHly2bRWrVoxdOhQJk2adF7LaN26Nenp6fzlL38559i8vDycTicul4v4+PiLzi3BY+F7/2b72nrYvEWMfL4n8bVqmx1JREQq2YV8fgf0yEtpaSlr166lX79+5ab369eP5cuXn9cy/H4/+fn51K5d8QeW2+0mLy+v3EvCy4GVLgBiIreruIiISGDLy9GjR/H5fCQnJ5ebnpycTE5Oznkt48UXX6SwsJDhw4dX+PtJkybhdDrLXg0aNLjk3BI89m/fRrGtOQCthrQ2OY2IiASDKjlh12KxlPvZMIzTplVk2rRpPPXUU0yfPp2kpKQKxzz++OO4XK6y1/79+yslswSHHz+ch2GNIKokiysG9Dc7joiIBIGIQC48MTERm8122lGW3Nzc047G/Nr06dO5++67+fzzz7nuuuvOOM7hcOBwOColrwQXn89HQU5dcIAzLd/sOCIiEiQCeuQlMjKSzp07s3DhwnLTFy5cSM+ePc8437Rp07jzzjv55JNPGDx4cCAjShD78bNZuB3JWH1u+tw/zOw4IiISJAJ65AVg4sSJjBo1ii5dutCjRw/effddsrKyGDt2LHDqa5+DBw/y8ccfA6eKy+jRo3n11Vfp3r172VGb6OhonE5noONKENm96CDYahNt2UZC3YFmxxERkSAR8PKSnp7OsWPHeOaZZ8jOzqZNmzbMmzePRo0aAZCdnV3uni/vvPMOXq+XcePGMW7cuLLpY8aM4aOPPgp0XAkSRw4eoJgWADS9rqHJaUREJJgE/D4vVU33eQkPX/z1NQ4fboOjJIe7pqRjs9nMjiQiIgEUNPd5EblYrn2nviKMS8lVcRERkXJUXiTo/DRnHiVRDbD4PfS+5waz44iISJBReZGgs2XONgCifdtJbXqZyWlERCTYqLxIUHEdO0qxtxkADa7UowBEROR0Ki8SVBa/9xm+iBgi3Ue55jcVPxJCRESqN5UXCSrHtp66W3Js7QNE2O0mpxERkWCk8iJBY/2SpZREpYHhp/uYa82OIyIiQUrlRYLGhi/WABDt2UGTdu1NTiMiIsFK5UWCQnF+AUVFTQCo2ynS5DQiIhLMVF4kKHz3wad47fFElLro+9t0s+OIiEgQU3mRoJCb6QUgtsZuomJqmJxGRESCmcqLmG7HurUUR566GV3H9O4mpxERkWCn8iKm++k/S8BiJdq9i9a9epkdR0REgpzKi5iq1O2m8GRDAGq38pqcRkREQoHKi5hqycef4Ymsjc1byLX33252HBERCQEqL2KqAytdAMRE7iDOWdPcMCIiEhJUXsQ0+7dvo9jWAoBWQ1qbnEZEREKFyouY5scp8zCsNqJKsrhiQH+z44iISIhQeRFT+Hw+8nPrAlAzLd/kNCIiEkpUXsQUP0yfQakjGavPTZ+xt5odR0REQojKi5hiz+JsAGIs26idnGJyGhERCSUqL1LlcvdnUcypE3Wb9mtkchoREQk1Ki9S5Za89yV+WySOkmx63DzE7DgiIhJiVF6kyrmynADEpR7BZrOZnEZEREKNyotUqVVfz8Ud1QCL30Pve240O46IiIQglRepUlvnbgcgxr+d1CZNTU4jIiKhSOVFqozr2FGKvc0BqH9lgslpREQkVKm8SJVZ9O5n+CKiiXQf5Zo7bjM7joiIhCiVF6kyx7c5AIhNOECE3W5yGhERCVUqL1IlMr//npKoNDD89LjzerPjiIhICFN5kSqx8Yt1AMR4tpPWpq3JaUREJJSpvEjAFecXUFR86sqiup2jTE4jIiKhTuVFAu67KdPw2uOwl7ro+9vbzY4jIiIhTuVFAi53vQ+AmLg9OKKjTU4jIiKhTuVFAmr72jUUR14GQKf0HianERGRcKDyIgG1+j9LwWIlumQXl/dUeRERkUun8iIBU+p2U+hqCEBCa5/JaUREJFyovEjAfP+v6Xgia2PzFNL3vhFmxxERkTCh8iIBc3BlPgAxjh3EOWuaG0ZERMKGyosERNbWLRRHnHoIY+ub2picRkREwonKiwTEjx/Ox7DaiCrZR+f+/cyOIyIiYaRKystbb71FWloaUVFRdO7cmWXLlp11/JIlS+jcuTNRUVE0adKEt99+uypiSiXx+XwU5KYAULNJoclpREQk3AS8vEyfPp0JEybwxBNPkJGRQe/evRk4cCBZWVkVjt+zZw+DBg2id+/eZGRk8Kc//YkHHniAGTNmBDqqVJJln86g1JGE1eemz/3DzI4jIiJhxmIYhhHIN+jWrRudOnVi8uTJZdNatWrF0KFDmTRp0mnjH330Ub766iu2bNlSNm3s2LGsX7+eFStWnPP98vLycDqduFwu4uPjK2cl5IJ8dO9rFNraUMPYwJh3JpgdR0REQsCFfH4H9MhLaWkpa9eupV+/8uc89OvXj+XLl1c4z4oVK04b379/f9asWYPH4zltvNvtJi8vr9xLzJO7P4tiTp2oe1m/xuaGERGRsBTQ8nL06FF8Ph/JycnlpicnJ5OTk1PhPDk5ORWO93q9HD169LTxkyZNwul0lr0aNGhQeSsgF2zJe1/it0XiKMmm+9AbzY4jIiJhqEpO2LVYLOV+NgzjtGnnGl/RdIDHH38cl8tV9tq/f38lJJaL5cqqCUBcvSPYbDZzw4iISFiKCOTCExMTsdlspx1lyc3NPe3oyi/q1q1b4fiIiAgSEhJOG+9wOHA4HJUXWi7ayq/m4I6qj8Xv4ap7hpgdR0REwlRAj7xERkbSuXNnFi5cWG76woUL6dmzZ4Xz9OjR47Tx33zzDV26dMFutwcsq1y6bfN2ABDt305KWhOT04iISLgK+NdGEydO5P333+eDDz5gy5YtPPTQQ2RlZTF27Fjg1Nc+o0ePLhs/duxY9u3bx8SJE9myZQsffPABU6ZM4eGHHw50VLkEJ47kUuw9daJuw96JJqcREZFwFtCvjQDS09M5duwYzzzzDNnZ2bRp04Z58+bRqFEjALKzs8vd8yUtLY158+bx0EMP8eabb5Kamsprr73GsGG6X0gw+/69z/FFtCLSfZSrR95qdhwREQljAb/PS1XTfV7MMeXOKZREpVGrRiYjX5hodhwREQkxQXOfF6keMhctpiQqDQwfPe683uw4IiIS5lRe5JJtnJkBQIxnB2lt2pqcRkREwp3Ki1yS4vwCioqbAlC3S7TJaUREpDpQeZFL8u370/Da47CXuuh71wiz44iISDWg8iKX5MgGPwAxcXtwROvIi4iIBJ7Ki1y0batXUxx56iujTrdXfNNBERGRyqbyIhdtzSfLwGIl2r2Ty7t3NzuOiIhUEyovclFK3W4KXaduNJjYOqxuFSQiIkFO5UUuyuKPPsUTWQubp5A+96abHUdERKoRlRe5KIdWFQAQE7WDOGdNc8OIiEi1ovIiFyxry2aKI049hLHNTe1MTiMiItWNyotcsB8/WoBhtRFVso9O/a4zO46IiFQzKi9yQXw+HwW5KQDUbFpochoREamOVF7kgiz7dAaljiSsvhL63n+b2XFERKQaUnmRC7L3+xwAYqzbqZWUbHIaERGpjlRe5LwdztpLMadO1L2sfxOT04iISHWl8iLnben7s/HbInGUHKL7TYPNjiMiItWUyoucF5/PhyurNgDx9Y5hs9lMTiQiItWVyoucl5/mzMMdVQ+L38NV9w4xO46IiFRjKi9yXrb/dxcA0f5t1G2cZnIaERGpzlRe5JxOHMml2NsMgEZXJZmcRkREqjuVFzmnxe9+ji8imkj3Ea66fZjZcUREpJpTeZFzOrEjCoDYxENE2O0mpxERkepO5UXOKnPRIkqi0sDw0fPO682OIyIiovIiZ7fhi7UAxHh20Lh1G5PTiIiIqLzIWayaOoWi0lYApLQuMTmNiIjIKRFmB5DgtPTd19n8UxN8EdFEFe+hz53pZkcSEREBVF6kAgtffp6dm9vij4gkqngHNz3dB0dCPbNjiYiIACov8itz//E39u3rimGzE128mWHPDsWZUt/sWCIiImVUXqTMl08+xcEjvcBqI6YkkxGv3kl0zdpmxxIRESlH5UUA+PwPfya3sA9YINa9mtvfHIcjtobZsURERE6j8iJMG/8Xjnv7ABDnXc7Itx8hwuEwOZWIiEjFVF6qMZ/Xy7Rxf8dluQYAJ0u5/e0nsUXoz0JERIKXPqWqKa/bzSe/e558+1UA1LYv5vbX/2ZyKhERkXNTeamG3AX5TPv9ZAodPcHwkxy/hFufV3EREZHQoPJSzRSdOML0Cf+hKLoLGD7qJf3I0L+puIiISOhQealGXNkHmPHYbIqj22Pxe2ictppBjz9ldiwREZELovJSTRzZvYWvnv6BkuhWWH1umrX5mesefNLsWCIiIhdM5aUaOLRpDfOe34Q7uik2bxGtu++l9z0Pmx1LRETkoqi8hLndK79n0dsHcUc3JMKTT8frjtH19vFmxxIREblo1kAu/MSJE4waNQqn04nT6WTUqFGcPHnyjOM9Hg+PPvoobdu2JTY2ltTUVEaPHs2hQ4cCGTNsbf72a757Jxd3VAr20hN0G1pC19t/a3YsERGRSxLQ8jJy5EgyMzOZP38+8+fPJzMzk1GjRp1xfFFREevWrePPf/4z69atY+bMmWzfvp0hQ4YEMmZYypw9jR8+8VDqSCTSfYSrR0fT4cZ0s2OJiIhcMothGEYgFrxlyxYuv/xyVq5cSbdu3QBYuXIlPXr0YOvWrbRo0eK8lrN69Wq6du3Kvn37aNiw4TnH5+Xl4XQ6cblcxMfHX9I6hKpVU6eQuSgRrz0OR8khrhvXiMZX9DY7loiIyBldyOd3wM55WbFiBU6ns6y4AHTv3h2n08ny5cvPu7y4XC4sFgs1a9as8Pdutxu32132c15e3iXlDnVL332dzT81wWePJqp4H4Me60BKq45mxxIREak0AfvaKCcnh6SkpNOmJyUlkZOTc17LKCkp4bHHHmPkyJFnbGGTJk0qO6fG6XTSoEGDS8odyha+/Dw/r26GLyKaqOId3PR0LxUXEREJOxdcXp566iksFstZX2vWrAHAYrGcNr9hGBVO/zWPx8OIESPw+/289dZbZxz3+OOP43K5yl779++/0FUKC3P/8Td2bGmH3xZJdPFmbn12MImNm5sdS0REpNJd8NdG48ePZ8SIEWcd07hxYzZs2MDhw4dP+92RI0dITk4+6/wej4fhw4ezZ88eFi1adNbvvhwOBw6H4/zCh6kvn3yKg0d6gdVGTEkmI169k+iatc2OJSIiEhAXXF4SExNJTEw857gePXrgcrn46aef6Nq1KwCrVq3C5XLRs2fPM873S3HZsWMHixcvJiEh4UIjViuf/+HP5Bb2AQvEuldz+5vjcMTWMDuWiIhIwATsnJdWrVoxYMAA7r33XlauXMnKlSu59957ueGGG8qdrNuyZUtmzZoFgNfr5dZbb2XNmjVMnToVn89HTk4OOTk5lJaWBipqyJo2/i+nigsQ513Ob96eoOIiIiJhL6D3eZk6dSpt27alX79+9OvXj3bt2vHvf/+73Jht27bhcrkAOHDgAF999RUHDhygQ4cOpKSklL2WL18eyKghxef18p/7n+K49xoAnCzljrcfI6Kaf30mIiLVQ8Du82KWcL/Pi9ft5pPfPU++/dRXb7Xti7n99b+ZnEpEROTSBMV9XqTyuQvymfb7yRQ6eoLhJzl+Cbc+r+IiIiLVi8pLiCg6cYTpE/5DUXQXMHzUS17O0GdUXEREpPpReQkBruwDzHhsNsXR7bH4PTROW82gx/9qdiwRERFTqLwEuSO7t/DV0z9QEt0Kq89NszY/c92DT5odS0RExDQqL0Hs0KY1zHt+E+7opti8RbTuvpfe9zxsdiwRERFTqbwEqd0rv2fR2wdxRzckwpNPx+uP03XEeLNjiYiImE7lJQht/vZrfpxaTGlUCvbSE3S92UuHG+8yO5aIiEhQUHkJMpmzp/HTbAceRyKR7iNcNSaOFtcMMjuWiIhI0FB5CSKrpk4hc1Ei3sg4HCWHuG5cIxpf0dvsWCIiIkFF5SVILH33dTb/1ASfPZqo4n0MeqwDKa06mh1LREQk6Ki8BIGFLz/Pzs1t8UdEElW8g5ue7kNi4+ZmxxIREQlKKi8mm/uPv7FvX1cMm53o4s0Me3YozpT6ZscSEREJWiovJvryyac4eKQXWG3ElGQy4tU7ia5Z2+xYIiIiQU3lxSSf/+HP5Bb2AQvEun9i5OQHiIyOMTuWiIhI0FN5McG08X/huLcPAHHe5Yx8+xEiHA6TU4mIiIQGlZcq5PN6mTbu77gs1wBQk6WMePtJbBHaDCIiIudLn5pVxOt288nvnifffhUAte3fc/vrz5icSkREJPSovFQBd0E+034/mUJHTzD8JMcv5dbnVVxEREQuhspLgBWdOML0Cf+hKLoLGD7qJS9n6DMqLiIiIhdL5SWAXNkHmPHYbIqj22Pxe2ictppBj//V7FgiIiIhTeUlQI7s3sJXT/9ASXQrrD43zdr8zHUPPml2LBERkZCn8hIAhzatYd7zm3BHN8XmLaJ19730vudhs2OJiIiEBZWXSrZn1RK+m3wAd3RDIjz5dLz+OF1HjDc7loiISNhQealEWxfNYdm/CymNSsFeeoKut/jocMNdZscSEREJKyovlSRz9jR+mu3A46hDpPsIV90ZT4urB5odS0REJOyovFSCVVOnkLkoEW9kHI6SQ1w3rhGNr+htdiwREZGwpPJyiZa+8xqbVzfFZ48mqngvgx7rSEqrjmbHEhERCVsqL5dg4cv/ZOfmdvgjIokq3sFNT/chsXFzs2OJiIiENZWXizT3H39j376uGDY70cWbGfbsUJwp9c2OJSIiEvZUXi7Cl08+xcEjvcBqI6YkkxGv3kl0zdpmxxIREakWVF4u0Od/+DO5hX3AArHunxg5+QEio2PMjiUiIlJtqLxcgGnj/8Jxbx8A4rzLGfn2I0Q4HCanEhERqV5UXs7T8n+9w3HvNQDUZCkj3n4SW4T+7xMREalqVrMDhIqeY+4nwbGY2vbvuePtp1RcRERETKJP4Asw4tW/mR1BRESk2tORFxEREQkpKi8iIiISUlReREREJKSovIiIiEhIUXkRERGRkBLQ8nLixAlGjRqF0+nE6XQyatQoTp48ed7z33///VgsFl555ZWAZRQREZHQEtDyMnLkSDIzM5k/fz7z588nMzOTUaNGnde8X375JatWrSI1NTWQEUVERCTEBOw+L1u2bGH+/PmsXLmSbt26AfDee+/Ro0cPtm3bRosWLc4478GDBxk/fjwLFixg8ODBgYooIiIiIShgR15WrFiB0+ksKy4A3bt3x+l0snz58jPO5/f7GTVqFI888gitW7c+5/u43W7y8vLKvURERCR8Bay85OTkkJSUdNr0pKQkcnJyzjjfc889R0REBA888MB5vc+kSZPKzqlxOp00aNDgojOLiIhI8Lvg8vLUU09hsVjO+lqzZg0AFovltPkNw6hwOsDatWt59dVX+eijj8445tcef/xxXC5X2Wv//v0XukoiIiISQi74nJfx48czYsSIs45p3LgxGzZs4PDhw6f97siRIyQnJ1c437Jly8jNzaVhw4Zl03w+H3/4wx945ZVX2Lt372nzOBwOHA7Hha2EiIiIhKwLLi+JiYkkJiaec1yPHj1wuVz89NNPdO3aFYBVq1bhcrno2bNnhfOMGjWK6667rty0/v37M2rUKO66664LjSoiIiJhKGBXG7Vq1YoBAwZw77338s477wBw3333ccMNN5S70qhly5ZMmjSJm2++mYSEBBISEsotx263U7du3bNenfR/GYYBoBN3RUREQsgvn9u/fI6fTcDKC8DUqVN54IEH6NevHwBDhgzhjTfeKDdm27ZtuFyuSnvP/Px8AJ24KyIiEoLy8/NxOp1nHWMxzqfihBC/38+hQ4eIi4s775N+Q0VeXh4NGjRg//79xMfHmx0nYLSe4UXrGV60nuElmNbTMAzy8/NJTU3Faj379UQBPfJiBqvVSv369c2OEVDx8fGm/5FVBa1neNF6hhetZ3gJlvU81xGXX+jBjCIiIhJSVF5EREQkpKi8hBCHw8Ff//rXsL+vjdYzvGg9w4vWM7yE6nqG3Qm7IiIiEt505EVERERCisqLiIiIhBSVFxEREQkpKi8iIiISUlRegkTjxo2xWCynvcaNG1fh+O+//77C8Vu3bq3i5Ge3dOlSbrzxRlJTU7FYLHz55Zflfm8YBk899RSpqalER0dzzTXX8PPPP59zuTNmzODyyy/H4XBw+eWXM2vWrACtwfk523p6PB4effRR2rZtS2xsLKmpqYwePZpDhw6ddZkfffRRhdu4pKQkwGtzZufannfeeedpebt3737O5YbS9gQq3C4Wi4Xnn3/+jMsMxu05adIkrrjiCuLi4khKSmLo0KFs27at3Jhw2EfPtZ7hso+ez/YMl31U5SVIrF69muzs7LLXwoULAbjtttvOOt+2bdvKzdesWbOqiHveCgsLad++/WnPtPrFP//5T1566SXeeOMNVq9eTd26dbn++uvLnlFVkRUrVpCens6oUaNYv349o0aNYvjw4axatSpQq3FOZ1vPoqIi1q1bx5///GfWrVvHzJkz2b59O0OGDDnncuPj48tt3+zsbKKiogKxCuflXNsTYMCAAeXyzps376zLDLXtCZy2TT744AMsFgvDhg0763KDbXsuWbKEcePGsXLlShYuXIjX66Vfv34UFhaWjQmHffRc6xku++j5bE8Ij30UQ4LSgw8+aDRt2tTw+/0V/n7x4sUGYJw4caJqg10CwJg1a1bZz36/36hbt67x7LPPlk0rKSkxnE6n8fbbb59xOcOHDzcGDBhQblr//v2NESNGVHrmi/Hr9azITz/9ZADGvn37zjjmww8/NJxOZ+WGq0QVreeYMWOMm2666YKWEw7b86abbjL69u171jHBvj0NwzByc3MNwFiyZIlhGOG7j/56PSsSDvtoResZLvuojrwEodLSUv7zn//w29/+9pwPl+zYsSMpKSlce+21LF68uIoSVo49e/aQk5NT9tRxOHXDpKuvvprly5efcb4VK1aUmwegf//+Z50n2LhcLiwWCzVr1jzruIKCAho1akT9+vW54YYbyMjIqJqAl+D7778nKSmJ5s2bc++995Kbm3vW8aG+PQ8fPszcuXO5++67zzk22Leny+UCoHbt2kD47qO/Xs8zjQn1ffRM6xkO+6jKSxD68ssvOXnyJHfeeecZx6SkpPDuu+8yY8YMZs6cSYsWLbj22mtZunRp1QW9RDk5OQAkJyeXm56cnFz2uzPNd6HzBJOSkhIee+wxRo4cedYHobVs2ZKPPvqIr776imnTphEVFUWvXr3YsWNHFaa9MAMHDmTq1KksWrSIF198kdWrV9O3b1/cbvcZ5wn17fmvf/2LuLg4brnllrOOC/btaRgGEydO5Morr6RNmzZAeO6jFa3nr4XDPnqm9QyXfTTsniodDqZMmcLAgQNJTU0945gWLVrQokWLsp979OjB/v37eeGFF7jqqquqImal+fXRJcMwznnE6WLmCQYej4cRI0bg9/t56623zjq2e/fu5U6k69WrF506deL111/ntddeC3TUi5Kenl72v9u0aUOXLl1o1KgRc+fOPeuHe6huT4APPviAO+6445znOQT79hw/fjwbNmzghx9+OO134bSPnm09IXz20TOtZ7jsozryEmT27dvHt99+yz333HPB83bv3j0oGv/5qlu3LsBp7T03N/e0lv/r+S50nmDg8XgYPnw4e/bsYeHChRf8+Hmr1coVV1wRUts4JSWFRo0anTVzqG5PgGXLlrFt27aL2l+DaXv+/ve/56uvvmLx4sXUr1+/bHq47aNnWs9fhMs+eq71/L9CdR9VeQkyH374IUlJSQwePPiC583IyCAlJSUAqQIjLS2NunXrll1ZBafO91myZAk9e/Y843w9evQoNw/AN998c9Z5zPbLP4o7duzg22+/JSEh4YKXYRgGmZmZIbWNjx07xv79+8+aORS35y+mTJlC586dad++/QXPGwzb0zAMxo8fz8yZM1m0aBFpaWnlfh8u++i51hPCYx89n/X8tZDdR004SVjOwOfzGQ0bNjQeffTR03732GOPGaNGjSr7+eWXXzZmzZplbN++3di0aZPx2GOPGYAxY8aMqox8Tvn5+UZGRoaRkZFhAMZLL71kZGRklJ3B/+yzzxpOp9OYOXOmsXHjRuP22283UlJSjLy8vLJljBo1ynjsscfKfv7xxx8Nm81mPPvss8aWLVuMZ5991oiIiDBWrlxZ5ev3i7Otp8fjMYYMGWLUr1/fyMzMNLKzs8tebre7bBm/Xs+nnnrKmD9/vrFr1y4jIyPDuOuuu4yIiAhj1apVZqyiYRhnX8/8/HzjD3/4g7F8+XJjz549xuLFi40ePXoY9erVC6vt+QuXy2XExMQYkydPrnAZobA9/+d//sdwOp3G999/X+7vsqioqGxMOOyj51rPcNlHz7We4bSPqrwEkQULFhiAsW3bttN+N2bMGOPqq68u+/m5554zmjZtakRFRRm1atUyrrzySmPu3LlVmPb8/HJJ969fY8aMMQzj1KWYf/3rX426desaDofDuOqqq4yNGzeWW8bVV19dNv4Xn3/+udGiRQvDbrcbLVu2NL20nW099+zZU+HvAGPx4sVly/j1ek6YMMFo2LChERkZadSpU8fo16+fsXz58qpfuf/jbOtZVFRk9OvXz6hTp45ht9uNhg0bGmPGjDGysrLKLSPUt+cv3nnnHSM6Oto4efJkhcsIhe15pr/LDz/8sGxMOOyj51rPcNlHz7We4bSPWgzDMCrvOI6IiIhIYOmcFxEREQkpKi8iIiISUlReREREJKSovIiIiEhIUXkRERGRkKLyIiIiIiFF5UVERERCisqLiIiIhBSVFxEREQkpKi8iIiISUlReREREJKSovIiIiEhI+f8A8WZMx4qDnQMAAAAASUVORK5CYII=", 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", 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" ] @@ -4384,22 +2786,9 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cluster_sacc_catalog_2.sacc\n", - "{'bin_z_0': , 'bin_z_1': , 'bin_z_2': , 'bin_z_3': , 'bin_rich_0': , 'radius_0': , 'radius_1': , 'radius_2': , 'radius_3': , 'radius_4': , 'cosmodc2-1deg': }\n", - "6.138330267269123\n", - "8.753331377352348\n", - "12.498617627102426\n", - "17.90543340521231\n", - "25.547616058115366\n" - ] - }, { "data": { - "image/png": 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yHyxWXW0JZyovIiYpKy+mNcbLDelDzY4iEnKaz7lYv+Qgx/bVAZCWm8C0+YPpkdrN5GTSFVReRLrQ2VO1bPjTnzlbYqM1pj82TwOn+x5g5ONTic/UfSdErsQwDA7vPMmHbxzC1eLFGm1hzNdzGT49C6uutkQMlReRAPP5fHz81juUrz9BizEQf9QgiGn7mceWwL4aOPDT3WTHnaLwodGkjs43N7BIkGptdLPxjRJKd58CICUrnmkLCuiV0d3kZNLVLIZhGGaH6EwNDQ0kJiZSX19PQkKC2XEkgpV+sodtr62juS4Dt6N3+3K76xRxSScovH8irXvq2LujngbbFz9PpYrht+aSe+dYrFarGdFFgk7ZnlNsWHqQ1kYPVquFwtv6UTgrm6gonSPhoiOv3yovIp2osf4c6/+4jNP7DVrtA8DS9ovV6nMRyyH63ZLOpAfuJSoqqn0bv99P+V+2sedvpdQYae3bJHhqGTIqgaHzpxLdLcaU8YiYzdns4aO3DlOyrQaApIw4pi8YTEpWvMnJpLOpvKi8SBfy+Xxs+8sqDr9XSqt3IL7oLyYMxjjL6DnQyZSF99Ozd+oV91W76xC7lm7naGMy/qi2W5g7PA3kZ3soXDiVbul6+q1Ejor9dax77SDN51xYLDBiRjY3zc4hyqarLeFI5UXlRbpAxcFiNr/yHk3VvXHFpLcvt7nP0C2hghFzxnLD+PHXtO+m46fYvWg9JRUO3La2f2FafW5yEuoo/MYYUkYM6JQxiAQjt9PLx8uPcGBTFQCJvWOZvmAwabmJJieTQFJ5UXmRAGltbGLdy8uo3eOixTYQLG1v/1h9bmKMQ2SOS2LyN+7H7uicW5F7mp3sfXkt+4qaaLR99mkkw0+atYaRsweSPWu05sVIWDlRcpa1rxbTWOcE4MYpmYy9uz82e9QVtpRQp/Ki8iKdbMff3qf4r/tpdfbHa/vivfYY5zES+zVy82N30btvVsD+fL/fT+nKzex5/yi1loz25YneWobe1IMh86cR5bAF7M8XCTSP28fWlaV8uu44APFJMUydX0Bmfk+Tk0lXUXlReZFOUF1WxqaX/kLD8Z64YjLbl0e76+kWV87Qu4czfOrULs9Vs7WYXW/uoqIlBb+1rbDEeOoZlOtjxMJpdOutX/YSWmrK6ln7SjHnTrYAMHhiBhPuHYA9VnfziCQqLyovco1cra1seOUtqnY00ho1EOOzcmDxe4n1HSJjdDy3zJ+DI9b8Z6Y0Hqth16KNHKqKxRPddp+LKJ+LnB5nGTV/PL2G9DM3oMgV+Dx+tq8qp+j9YxgGxCXamTKvgOwhmpgeiVReVF6kg/Zs2MDe5btpbc7BY/9iUqDDeZyEPmeZ+M3byegfnJNk3U2tfLpoDfs/ddJkS25baPjJiKph5J2DyL51lLkBRS7iVEUja185QN2JZgDyxqQyaU4eMXF6+zNSqbyovMhVOHXiOBv/9A715d1xxmS3L4/2NBLrKKXgjhsYPetWExN2jN/v5/Dbm9iz9jinrV98+qmn9yRDxyczeN4Uomy6DC/m8vn87H7vGDtXHcXvN4iNtzH5oXz6j+h95Y0lrKm8qLzIJXg9HjYseYvKj+twWvLa76WC4aOb5zApw+xM++YDxMaH9u3Gqz7ez65lRVQ6e2NY2wpLrOcsBQMtDH98OrHJOjek652pauaDxQc4VdEIQO6IFCY/mE+3BLvJySQYqLyovMhXHNiyhaJlW2huyMJjT2pf7nDW0D31JOMX3EpWwWATEwZGfekJdr20iSMn4/BExwEQ7W0lN7meUY9Oomd+X5MTSiTw+w0++aCSbe+W4fP6cXSL5uYH8hg4OhWLRQ9TlDYqLyovApytPcn6P/6Zs4cdOGNy25dHeVuIjT7MgBn9GXvn7efdqj9cueqb+ORPH7D/gJcWW1t5sxg++thOMvKeIfSdOtzcgBK2ztW2sO6VYqpL6wHIuqEXU+cNIq5H59wLScKHyovKS8Ty+XxsWraCoxuqaDXy8Ed99gvS8BPrLiX5BpiycC7xiT1MzWkWv9dHybKNfLKhmrqoL+bFJPlquPHmNAoenIw1OvzLnASe4TfY9+EJNq84gtftx+aIYuKcgRSMT9fVFrkolReVl4hzpKiI7UvW03ymD25HSvtyu+sUcb1OcNPDUxgwYoSJCYNP5fo97F6xlxOuNAxrW2Hp5jnL4AIrwx+bjqOnHnwn16bxjJN1rxZz/OBZAPrk92DqvAISks2/xYAEL5UXlZeI0HD2DOv/9BZ1Byy02vt/6QnOTmIth8idksmEOXdHxNtC1+Pc4ePsfGkTpacS8Ea3vbjYvC30791I4aM302NgH5MTSqgwDIPizdV89PZhPE4f0TYr4+7pz9DJmVisutoil6fyovIStnw+H1tX/oUja47S6h1wwROck/Jc3LLwfnqm6GOXHeU600DRn9ZyoMRPq63tLr0Wv5dMRy2Fc4bRZ9JQkxNKMGuud7F+yUGO7a0DIC03gWnzB9MjtdsVthRpo/Ki8hJ2ju7fx5ZX19Bcm4rLkda+3OY+Q1xiBSPmjmfw2LEmJgwfPo+X4qXr+fSjU5yN/uLvOtlfzbApfci7f5LmxUg7wzA4vPMkH75xCFeLF2u0hTF35DL8a1lYdbVFOkDlReUlLLQ2NrF20Ruc+tRLi23AeU9wjjUOkTkxmVsevp9om+7IGSgVa3axe+UBqrxpGJ/9/cd56rhhiJ1hj03HnhBnckIxU2ujm41vlFC6+xQAKVnxTJtfQK8+oX2fJDGHyovKS0jb/tfVHFxdQqurP17bF78EY5xH6ZHTzM2P301Kn8zL7EE625n9R9n5ymbKziTia58X08zAtGYKH59MQr/0K+xBwk3ZnlNsWHqQ1kYPVquFwtv6UTgrm6goq9nRJESpvKi8hJyq0iNseumvNJ7ohSvmiwmiNnc9sd3LGXrPSIbfcot5AQWA1tP1FP3xA4qPWHDaegBt82KyYmsZ9cBI0saF343+5HyuFg+blh2mZFsNAEkZcUxfMJiULH06Ta6PyovKS0hwtbay7uU3qdnZQmv0wPbb2Fv8HmJ9h8m4KZ5bHgmOJzjL+XwuDweWrOPTLWc4F53avjzFqGbY9CwG3jsBq1X/Ag83FfvrWPfaQZrPubBYYMSMLG6anUuUTcdarp/Ki8pLUNuzbh17V+yhpTUXr+2LYxTjrCS+7zkmPXoH6bm5l9mDBAu/38+x93ZR9JcSqv1p7R9X7+45zZBh3bjxsenY4mJMTinXy+308vHyIxzYVAVAYkos0xYMJr1/4hW2FLl6Ki8qL0GntrKCjX9cSUNFAs6YrPbl0Z5GYmM+e4LzzNB5grNc6PSnZex8dQtH65PwfXZnY7unkby+TkY+PpX4zJQr7EGC0YlDZ1n7SjGNdU4AbpySydi7+2Oz6xNn0rlUXlRegoLb5WLja29xYus5Wqx5GNa2TwVZ/D5ivYfpPcLB1AVzQ/4JznK+lpNn2P3HdRwsj8Jla/uXudXvITvuFIUPjSZ1dL7JCeVqeN0+tq4s45N1lQDEJ8UwdX4Bmfk9TU4m4UrlReXFVPs/+piit7fR0piNx/7FLzqHs5ru6acYP/9WsgYVmJhQuoLX6WLf4nXs3VFPg+2LmwamUsXwW3PJvXOs5sUEqZryetYuLubcyRYABk/MYMK9A7DHRpucTMKZyovKS5c7c7KaDX9cztkjsThjctqXf/4E57xZA7hp9m26VX8E8vv9HP3rNopWl1JjfDEvJsFTy5BRCQydP5XobpoXEwx8Hj/bV5VT9P4xDAO6JdqZOq+A7CG9zI4mEUDlReWlS3g9HjYtW8GxjTW08tUnOB8heaiFKY9F7hOc5UK1uw6xa+l2jjYm44+yA+DwNJCf7WHkwqnEpetF0iynKhpZ+8oB6k40A5B3UyqT5uYRE6ebQErXUHlReQmoQ7t2smPph7SczcTtSG5fbnfVEpdczdh5U8m9cZiJCSXYNR0/xe5F6ympcOC2td0fxOpzk5NQR+E3xpAyYoDJCSOHz+dn93vH2LnqKH6/QWy8jckP5dN/hJ4PJl1L5UXlpdPV151m/aK3OVMcRas9t/3Sf5S3ldiow+RM7cuE++7S20LSIZ5mJ3sXr2Xf7iYabZ99Gsnwk2atYcTtA+l322jNiwmgM1XNrH3lALXHGgHIHZHC5Afz6ZZgNzmZRCKVF5WXzuF1s+WlX3Jop51Wf177beEBYl2lJOV7mPzYfXqCs1w3v99P6crN7Hn/KLWWjPblid5aht7UgxvmTyXaoRfUzuL3G3zyQSXb3i3D5/Xj6BbNpLl55N2UisWihymKOVReVF46xbbXXmTnx3nt39tddXTrWUnh3AkMGjPGxGQSzmq2FbPrjV1UtKTg/+zj9TGeegbl+hmxcCrdeuujutfjXG0L614pprq0HoCsG3ox5RuD6N7TYXIyiXQdef3W597kko5sqQbycDgryZ3q4OYH79UTnCXg0sYUcPuYAhqP1bBr0UYOVcXitCWypxL2/ttWcnqcpfCRcSQPzbnyzqSd4TfY9+EJNq84gtftx+aIYuL9AymYkK6rLRJyVF7kklzN6RALiclHmPrI/2d2HIkw8dlp3PLTuYxvauXTRWvY/6mTJlsyRxrTOPJCKRlRHzPyzkFk3zrK7KhBr/GMk3WvFnP84FkA+uT3YOq8AhKS9dwwCU0qL3JRjadrcDra/mU7cPIQk9NIJLN3j2XUP32dkX4/h9/exJ61xzltTafKn0HVOw30ePsNbhyfzOB5U4iy6VfalxmGQfHmaj5++zBup49om5Vx9/Rn6ORMLFZdbZHQpTkvclHrXvgFxfuGE+2u5/E/3EFUtF4UJHhUfbyfXcuKqHT2bn8aeaznLAUDLQx/fDqxyTr3m+tdrF9ykGN76wBIzUlg+oLB9EjtZnIykYvTnBe5btX7GgCw+0tVXCToZEy4gYwJN9BQVsXORR9y5GQcrbae7D4Knz61idzkekY9Oome+X3NjtrlDMPgyM5aNr5RgqvFizXawpg7chn+tSysutoiYUKvSnJRztY+EAsJqQ1mRxG5pITcDKb+nweYUN/EJ3/6gP0HvLTYkjh0LpbDvzhIH9tGRt49hL7ThpsdtUu0NrnZ+PohSnfXApDctzvTFwymVx89/FTCi8qLXOBsdQUuRzYABdMLTU4jcmWOxO7c9M93Mcrro2TZRj7ZUE1dVDrHvRkcf/sMSW++zo03p1Hw4GSs0eF5I8WyPafYsPQgrY0erFYLhbf1o3BWNlFRusmfhB/NeZELrPnlzzhUUojNfYbH/nCX3jaSkFS5fg+7V+zlhCsNw9pWWLp5zjK4wMrwx6bj6BlvcsLO4WrxsOmtw5RsrQEgKSOOafML6J2t338SWjTnRa7LyYMtYAG7UabiIiGr75Th9J0ynHOHj7PzpU2UnkqgxdaTnUdgz/+9kQG9myh8dBI9BvYxO+o1q9hfx7rXDtJ8zgUWGPG1LG66I4doW3heXRL5nF6Z5AIuZ2bbfJe0JrOjiFy3HgMzmf7sg0w600DRn9ZyoMRPq60nB890o+Rn+8l0rKfw/mH0uXmo2VGvmtvpZfPyI+zfVAVAYkos0xYMJr1/osnJRLqGyouc50zFEZwxWQAMmTne5DQinceRlMDY/+duRnu8FC9dz6cfneJsdBqVngwqXz9FryVLGT6lD3n3TwrqeTEnDp1l3avFNJx2AjB0Sibj7uqPzRG8mUU6m+a8yHne/9lzHCm9CbvrFAtfnmt2HJGAqlizi90rD1DlTcOwtL34x3nquGGInWGPTceeEGdywi943T62rizjk/WVYEB8UgxTHxlE5qAks6OJdArNeZFrVnvYDVawW8rMjiIScFlfKyTra4Wc2X+Una9spuxMD5ptvdheAkVPrmNgWjOFj08moV+6qTlryutZu7iYcydbABg8IZ0J9w3EHqtf4RKZ9H++nMflymp7nlEfl9lRRLpM0g39mPHf/Wg9XU/RHz+g+IgFp60HB07HUfyfe8mKXUvhAyNIH3dDl+byefxsX1VO0fvHMAzolmhnyjcG0W9ocpfmEAk2ettI2p08tJc///wkWKzc9mgUOWMmmx1JxBQ+l4cDS9bx6ZYznItObV+eYlQzbHoWA++dgNUa2PunnKpsZO3iA9SdaAYg76ZUJs3NIyZOT3aX8NSR12+VF2m3+tn/oPzYeOzOkyxc/KDZcUSCQvnqHRT9pYRqfxpY2gpLd89phgzrxo2PTccWF9Opf57P52f3e8fYueoofr9BTHcbtzyUT/+RvTv1zxEJNprzItfkdKkB0WCP0nwXkc/l3DaanNtGc/rTMna+uoWj9Uk02ZLZegB2f+998vq6GPn4FOIzU677zzpT1czaVw5Qe6wRgNzhKUx+KJ9uCfbr3rdIOFF5kXZubzZEQ88sn9lRRIJO8o25zHw+l5aTZ9j9x3UcLI/CZUtkX008B366m+y4UxQ+NJrU0fkd3rffb/DJ2kq2/W8ZPq8fR7doJs3NI++mVCwWPUxR5Ku65KEXv/3tb8nJySEmJobCwkI2bdp0yXU3bNiAxWK54OvgwYNdETViVe3biSsmE4ARd80wOY1I8OqWmsTEH93Hgt/cxoThLhI8tfitNspbM/jzohP8+YklHHlnM36//6r2d662hZU/383m5Ufwef1k3ZDEA/8+hvwxaSouIpcQ8Csvy5Yt4/vf/z6//e1vmTBhAr///e+ZNWsWBw4cICsr65LblZSUnPeeV0rK9V+SlUvbtWI1MBGHs4q+w75hdhyRoBcd42D4E7O48Vt+jv51G0WrS6kx0jhpyeD9953E//Vtho6KZ+j8qUR3u3BejOE32PfhCTavOILX7cfmiGLi/QMpmJCu0iJyBQGfsDtmzBhGjhzJ7373u/ZlBQUF3HXXXTz77LMXrL9hwwamTJnC2bNn6dGjR4f/PE3YvTavPPZ/aLKNI96zmUcW/cjsOCIhqXbXIXYt3c7RxmT8UW3zVByeBvKzPYxcOJW49F4ANJ5xsu7VYo4fPAtAn7weTH2kgITkWNOyi5gtaCbsut1udu3axVNPPXXe8hkzZrB58+bLbjtixAicTieDBw/mRz/6EVOmTLnoei6XC5fri3uSNDQ0XH/wCOTx9QMbJPULqw+fiXSp3oV5zCrMo+n4KXYvWk9JhQOXLYFPq2Df/7uDfgl1pI0fys5NZ3E7fUTbrIy9uz833pKJxaqrLSJXK6Dl5fTp0/h8PlJTU89bnpqaSk1NzUW3SU9P5w9/+AOFhYW4XC5ee+01pk2bxoYNG7j55psvWP/ZZ5/lJz/5SUDyR4qKXR/jikkHw0/hfbPNjiMS8rpnpnDzj+cwrtnJ3sVr2be7iUZbCmXN6ZStOQ1Aak4C0xcMpkdqN5PTioSeLvm00VffvzUM45Lv6ebn55Of/8Vs/XHjxlFZWcnzzz9/0fLy9NNP8+STT7Z/39DQQN++fTspeWTY8+4HwCQczhOkF0w3O45I2LDFxTDy27cz3O+ndOVm9rx/lDPeHtw4ujtjvlWIVVdbRK5JQMtLcnIyUVFRF1xlqa2tveBqzOWMHTuWJUuWXPRnDocDh8NxXTkj3dlKO9jBbj9mdhSRsGS1Whl4z0QG3jMRV1k59n7ZeptI5DoE9KPSdrudwsJC1qxZc97yNWvWMH78+KveT1FREenp5j4YLZy5jRwAUvrrtj8igebIzcES4EcLiIS7gL9aPfnkk8ybN49Ro0Yxbtw4/vCHP1BRUcETTzwBtL3tc+LECV599VUAfvWrX9GvXz9uuOEG3G43S5YsYfny5SxfvjzQUSNS6ea1uB29wfAzas7dZscRERG5ooCXl7lz51JXV8dPf/pTqqurGTJkCKtXryY7OxuA6upqKioq2td3u9388Ic/5MSJE8TGxnLDDTewatUqbrvttkBHjUh7V28CbibGWUlKrua7iIhI8NODGSPc4kefo9lxEwn+Tcz7w4/NjiMiIhGqI6/feuM1wnnIBSA1v3OfjCsiIhIoKi8RrGTDatyOZCx+H6Pn3G92HBERkaui8hLB9r+/FQCH6xg9++aanEZEROTqqLxEsIaaeAAcscdNTiIiInL1VF4ilM/rxW1pu9qSVtDd5DQiIiJXT+UlQhV/8C4ee08sfi+j5zxgdhwREZGrpvISoQ6u3QOAw1VOYnqmuWFEREQ6QOUlQjWdavsMfUy3KpOTiIiIdIzKSwTyeb24ogYAkDG0p8lpREREOkblJQLtXfU2XlsCVp+bMQ8+bHYcERGRDlF5iUCHPzwAgMNdTreeKSanERER6RiVlwjUVJcEQEz3apOTiIiIdJzKS4Txuly4o/oD0HdEb5PTiIiIdJzKS4QpevdNvLbuWH0uRs/9htlxREREOkzlJcKUbT4CgMNdRkx8D3PDiIiIXAOVlwjTciYZgNiEGpOTiIiIXBuVlwjibm3BZWub75JV2MfkNCIiItdG5SWC7F6+FF90N6K8rYy6T/d3ERGR0KTyEkGObq8EwOEpw9E93uQ0IiIi10blJYK01LfdkC62R63JSURERK6dykuEcDU14rblApA7tp+5YURERK6DykuE2Pn2EnzRsUR5mxl5j+7vIiIioUvlJUIc29X2KACHp5Roh8PkNCIiItdO5SVCOBvTAIhLqjM5iYiIyPVReYkArefO4LLnANB/4kCT04iIiFwflZcIsGPZEvxRDqI9jQybPdfsOCIiItdF5SUCVH7S9laR3af5LiIiEvpUXiKAqzkdgO7JZ01OIiIicv1UXsJc4+kanI62+S4DJw8xOY2IiMj1U3kJczvefB3DaiPaXc/QWfeaHUdEROS6qbyEuep9DQDY/aVERUebnEZEROT6qbyEOWdrHwASUhtMTiIiItI5VF7CWH31cVyObAAKpheanEZERKRzqLyEse3LXsewRmNznyF/yu1mxxEREekUKi9h7GRxKwB2o0zzXUREJGyovIQxlzMTgIS0JpOTiIiIdB6VlzB1puIIzpgsAIbMHG9yGhERkc6j8hKmdiz7M1iisLtOkzd5ptlxREREOo3KS5iqPewGwG4pNTmJiIhI51J5CVNuV9tbRol9XCYnERER6VwqL2Ho5KF9OGPaJusOmz3F5DQiIiKdS+UlDO1a/r9gsWJ3niRnzGSz44iIiHQqlZcwdLrUD4DdWm5yEhERkc6n8hKG3N62RwL0zPKanERERKTzqbyEmap9O3F9Nt9l+J1fMzmNiIhI51N5CTO73/kbAA5nFVkjxpmcRkREpPOpvISZM0ctANijjpobREREJEBUXsKM25cDQFI/w+QkIiIigaHyEkYqdn2MKyYdDD+F9802O46IiEhAqLyEkT3vfgCAw1VFesEIk9OIiIgEhspLGDlbaQfAbjtqbhAREZEAUnkJI26jHwAp/aPNDSIiIhJAKi9honTLOtyOVDD8jJpzt9lxREREAkblJUzsXfUhADHOSlJyC0xOIyIiEjgqL2Hi3IkYAOyOCpOTiIiIBJbKS5jwkAtA7zyHyUlEREQCS+UlDJRsWI3bkYzF72P0nPvMjiMiIhJQKi9hYP/7WwFwuI6RlDXA5DQiIiKBpfISBhpqugPgiD1uchIREZHAU3kJcT6vF7elPwBpBd1NTiMiIhJ4Ki8hrviDd/HYe2Lxexk95wGz44iIiAScykuIO7h2DwAO11ES0zPNDSMiItIFVF5CXNOpBABiYk+YnERERKRrqLyEMJ/Xiyuq7dNFGTf2NDmNiIhI11B5CWF7Vy/Ha0vA6nMz5sGHzY4jIiLSJVReQtjhjfsAcLjL6dYzxeQ0IiIiXUPlJYQ11SUBENO92uQkIiIiXUflJUR5XS7cUW33d8kcpqsuIiISOVReQlTRu2/itXXH6nMxeo7mu4iISORQeQlRZZuPAOBwlxHbI8nkNCIiIl1H5SVEtZxJBiA2ocbkJCIiIl2rS8rLb3/7W3JycoiJiaGwsJBNmzZddv2NGzdSWFhITEwMubm5vPjii10RM2S4W1tw2drmu2QV9jE5jYiISNcKeHlZtmwZ3//+9/m3f/s3ioqKmDRpErNmzaKiouKi65eXl3PbbbcxadIkioqK+Nd//Ve+973vsXz58kBHDRm7l7+OL7obUd5WRt2n+S4iIhJZAl5efvGLX/DYY4/x+OOPU1BQwK9+9Sv69u3L7373u4uu/+KLL5KVlcWvfvUrCgoKePzxx/nmN7/J888/H+ioIePo9rbi5/CU4egeb3IaERGRrhXQ8uJ2u9m1axczZsw4b/mMGTPYvHnzRbfZsmXLBevfeuut7Ny5E4/Hc8H6LpeLhoaG877CXUt920ejY3vUmpxERESk6wW0vJw+fRqfz0dqaup5y1NTU6mpufhE05qamouu7/V6OX369AXrP/vssyQmJrZ/9e3bt/MGEIRcTY24bbkA5I7tZ24YERERE3TJhF2LxXLe94ZhXLDsSutfbDnA008/TX19fftXZWVlJyQOXjvfXoIvOpYobzMj7/mG2XFERES6XHQgd56cnExUVNQFV1lqa2svuLryubS0tIuuHx0dTa9evS5Y3+Fw4HA4Oi90kKvYVQ3k4/CUEh1B4xYREflcQK+82O12CgsLWbNmzXnL16xZw/jx4y+6zbhx4y5Y/+9//zujRo3CZrMFLGuoaG1MAyAuqc7kJCIiIuYI+NtGTz75JH/605946aWXKC4u5gc/+AEVFRU88cQTQNvbPo888kj7+k888QTHjh3jySefpLi4mJdeeolFixbxwx/+MNBRg17ruTO47DkA9J840OQ0IiIi5gjo20YAc+fOpa6ujp/+9KdUV1czZMgQVq9eTXZ2NgDV1dXn3fMlJyeH1atX84Mf/IDf/OY3ZGRk8Otf/5p777030FGD3o5lS/BHDSHa08iw2XPNjiMiImIKi/H5bNgw0dDQQGJiIvX19SQkJJgdp1Mt/b9+zDn/ZLo59/Do4ifNjiMiItJpOvL6rWcbhRBXczoA3ZPPmpxERETEPCovIaLxdA1OR9t8l4GTh5icRkRExDwqLyFi57LXMaw2ot31DJ2l+T8iIhK5VF5CRNXetsce2P2lREUHfJ61iIhI0FJ5CRHO1j4AJPQO/2c3iYiIXI7KSwiorz6Oy9H20fJB00aanEZERMRcKi8hYPuy1zGs0djcZxg0bbbZcUREREyl8hICTha3AGA3yjTfRUREIp7KSwhwOfsCkJDWZHISERER86m8BLkzFUdwxmQBMGTmxR9mKSIiEklUXoLcjmV/BksUdtdp8ibPNDuOiIiI6VReglztYTcANspMTiIiIhIcVF6CnNvV9pZRj0ynyUlERESCg8pLEKs9sh9nTCYAw2ZPMTmNiIhIcFB5CWK73l4JFit250lyxkw2O46IiEhQUHkJYqdK/QDYreUmJxEREQkeKi9BzO1teyRAzyyvyUlERESCh8pLkKratxPXZ/Ndht/5NZPTiIiIBA+VlyC1+52/AeBwVpE1YpzJaURERIKHykuQOnPUAoA96qi5QURERIKMykuQcvtyAEjqZ5icREREJLiovAShiqItuGLSwfBTeN9ss+OIiIgEFZWXILRn5d8BcLiqSC8YYXIaERGR4KLyEoTOVtoBsEcfMzmJiIhI8FF5CUJuox8AKf11eERERL5Kr45BpmzretyO1Lb5LvffZXYcERGRoKPyEmQ++etGAGKclfQecIPJaURERIKPykuQqT8RA4DdUWFyEhERkeCk8hJkPOQC0DvPYXISERGR4KTyEkRKNqzG7UgGw8foOfeZHUdERCQoqbwEkf3vbwUgxllBUtYAk9OIiIgEJ5WXINJQ0x0AR2ylyUlERESCl8pLkPB5vbgt/QFIK+huchoREZHgpfISJA6u/Ssee08sfi+j5zxgdhwREZGgpfISJIrX7gbA4TpKYnqmyWlERESCl8pLkGiqTQAgJvaEyUlERESCm8pLEPB5vbii2j5dlDE00eQ0IiIiwU3lJQjsXb0cry0Bq8/NqLkPmR1HREQkqKm8BIHDG/cB4HCXE5+cZnIaERGR4KbyEgSa6noCENO92uQkIiIiwU/lxWRelwv3Z/NdMoelmJxGREQk+Km8mKzo3Tfx2rpj9bkYPedhs+OIiIgEPZUXk5VtPgKAw11GbI8kk9OIiIgEP5UXk7WcSQYgNqHG5CQiIiKhQeXFRO7WFly2tucZZRX2MTmNiIhIaFB5MVHRijfwRXcjytvKqPs030VERORqqLyYqHz7UQAcnjIc3ePNDSMiIhIiVF5M1HKuNwCxPWpNTiIiIhI6VF5M4mpqxG3LBSDnpn7mhhEREQkhKi8m2fn2EnzRsUR5Wxhxz4NmxxEREQkZKi8mqdjV9igAh+cI9thuJqcREREJHSovJmltTAUgLqnO5CQiIiKhReXFBK3nzuCyt8136T9xoMlpREREQovKiwl2vLUUf5SDaE8jw2bPNTuOiIhISFF5MUHlntMA2H2lRDscJqcREREJLSovJnA1pwPQvddZk5OIiIiEHpWXLtZ4uganIweAgbcMMTmNiIhI6FF56WI7l72OYbUR7a5n6Kx7zY4jIiISclReuljV3noA7P5SoqKjTU4jIiISelReupizNROAhN4NJicREREJTSovXai++jguRzYAg6aNNDmNiIhIaFJ56ULbl72OYY3G5j7LoGmzzY4jIiISklReutDJ4hYA7Ibmu4iIiFwrlZcu5HL2BSAhrcnkJCIiIqFL5aWLnKk4gjMmC4AhM8ebnEZERCR0qbx0kR1v/RksUdhdp8mbPNPsOCIiIiFL5aWL1B5yA2CjzOQkIiIioU3lpYu4XW1vGSX2cZqcREREJLSpvHSB2iP7cca03Zxu2OzJJqcREREJbSovXWDX2yvBYsXuPEnu2ClmxxEREQlpAS0vZ8+eZd68eSQmJpKYmMi8efM4d+7cZbdZsGABFovlvK+xY8cGMmbAnSr1A2C3lpucREREJPQF9E5pDz30EMePH+e9994D4Fvf+hbz5s3jL3/5y2W3mzlzJi+//HL793a7PZAxA87tzYZo6JnlNTuKiIhIyAtYeSkuLua9995j69atjBkzBoA//vGPjBs3jpKSEvLz8y+5rcPhIC0tLVDRulTVvp24PpvvMvzOr5mcRkREJPQF7G2jLVu2kJiY2F5cAMaOHUtiYiKbN2++7LYbNmygd+/e5OXlsXDhQmpray+5rsvloqGh4byvYLL7nb8B4HBWkzVinMlpREREQl/AyktNTQ29e/e+YHnv3r2pqam55HazZs1i6dKlrFu3jp///Ofs2LGDqVOn4nK5Lrr+s88+2z6nJjExkb59+3baGDrDmaMWAOxRmu8iIiLSGTpcXp555pkLJtR+9Wvnzp0AWCyWC7Y3DOOiyz83d+5cbr/9doYMGcIdd9zB3/72Nw4dOsSqVasuuv7TTz9NfX19+1dlZWVHhxRQbl8OAEn9DJOTiIiIhIcOz3n5zne+wwMPPHDZdfr168enn37KyZMnL/jZqVOnSE1Nveo/Lz09nezsbA4fPnzRnzscDhwOx1XvrytVFG3BFZMOhp/C+2abHUdERCQsdLi8JCcnk5ycfMX1xo0bR319Pdu3b+emm24CYNu2bdTX1zN+/NU/mLCuro7KykrS09M7GtV0e/53DTARh6uK9ILpZscREREJCwGb81JQUMDMmTNZuHAhW7duZevWrSxcuJDZs2ef90mjQYMG8c477wDQ1NTED3/4Q7Zs2cLRo0fZsGEDd9xxB8nJydx9992BihowZytsANijj5mcREREJHwE9CZ1S5cuZejQocyYMYMZM2Zw44038tprr523TklJCfX19QBERUWxd+9e7rzzTvLy8pg/fz55eXls2bKF+Pj4QEYNCLfRD4CU/rqRsYiISGcJ6E3qkpKSWLJkyWXXMYwvJrLGxsby/vvvBzJSlynbuh63I7Vtvsv9d5kdR0REJGzokkCAfPLXjQDEOCvpPeAGk9OIiIiED5WXAKk/EQOA3VFhchIREZHwovISIB5yAeidF5wf4xYREQlVKi8BULJhNW5HMhg+Rs+5z+w4IiIiYUXlJQD2v78VgBhnBUlZA0xOIyIiEl5UXgKgoaY7AI6Y4HpUgYiISDhQeelkPq8Xt6U/AGmDu5ucRkREJPyovHSyg2v/isfeE4vfy+g5l38GlIiIiHScyksnO7h2NwAO11ES0zNNTiMiIhJ+VF46WUNtAgAxsSdMTiIiIhKeVF46kc/rxR3V9umijKGJJqcREREJTyovnWjv6uV4bQlY/B5GzX3I7DgiIiJhSeWlEx3euA+AGFc58clpJqcREREJTyovnaipricAMd2rTE4iIiISvlReOonX5cId1XZ/l8xhKSanERERCV8qL53kk78uw2uLx+pzMXrOw2bHERERCVsqL53kyEeHAXC4y4jtkWRyGhERkfCl8tJJWs4kAxAbf9LkJCIiIuFN5aUTuFtbcNna5rtkFaabnEZERCS8qbx0gqIVb+CL7kaUt5VR93/D7DgiIiJhTeWlE5RvPwqAw1OGo3u8uWFERETCnMpLJ2g91xuA2B61JicREREJfyov18nV1IjLlgtAzk39zA0jIiISAVRertPOt5fgi44lytvCiHseNDuOiIhI2FN5uU4Vu6oBcHhKscd2MzmNiIhI+FN5uU6tjakAxCWdNjmJiIhIZFB5uQ6t587gsrfNd+k/caDJaURERCKDyst12PHWUvxRDqI9jQybPdfsOCIiIhFB5eU6HP/kFAB2XynRDofJaURERCKDyst1cDZlANC911mTk4iIiEQOlZdr1Hi6BqcjB4CBk4eYnEZERCRyqLxco53LXsew2oh21zP0tnvNjiMiIhIxVF6uUdXeegDs/lKioqNNTiMiIhI5VF6ukbO1DwAJvRtMTiIiIhJZVF6uQX31cVyOfgAMmjbS3DAiIiIRRuXlGmxf9jqGNRqb+yyDps02O46IiEhEUXm5BieLWwCwG5rvIiIi0tVUXq6By9kXgIS0JpOTiIiIRB6Vlw46U3EEZ0wWAENmjjc5jYiISORReemgHW/9GSxR2F2nyZs80+w4IiIiEUflpYNqD7kAsFFmchIREZHIpPLSQW5XNgCJfZwmJxEREYlMKi8dUHtkP86YTACGzZ5schoREZHIpPLSAbveXgkWK3bXSXLHTjE7joiISERSeemAU6V+AOyWcpOTiIiIRC6Vlw5we9vmu/TM8pqcREREJHKpvFyl6uIiXJ/Ndxl+59dMTiMiIhK5VF6uUpTNTkq39cR7N5M1YpzZcURERCKWxTAMw+wQnamhoYHExETq6+tJSEgwO46IiIhchY68fuvKi4iIiIQUlRcREREJKSovIiIiElJUXkRERCSkqLyIiIhISFF5ERERkZCi8iIiIiIhReVFREREQorKi4iIiIQUlRcREREJKSovIiIiElJUXkRERCSkqLyIiIhISIk2O0Bn+/wh2Q0NDSYnERERkav1+ev256/jlxN25aWxsRGAvn37mpxEREREOqqxsZHExMTLrmMxrqbihBC/309VVRXx8fFYLBaz43SqhoYG+vbtS2VlJQkJCWbHCRiNM7xonOFF4wwvwTROwzBobGwkIyMDq/Xys1rC7sqL1WolMzPT7BgBlZCQYPr/ZF1B4wwvGmd40TjDS7CM80pXXD6nCbsiIiISUlReREREJKSovIQQh8PBj3/8YxwOh9lRAkrjDC8aZ3jROMNLqI4z7CbsioiISHjTlRcREREJKSovIiIiElJUXkRERCSkqLyIiIhISFF5CRL9+vXDYrFc8PXtb3/7outv2LDhousfPHiwi5Nf3ocffsgdd9xBRkYGFouFlStXnvdzwzB45plnyMjIIDY2lltuuYX9+/dfcb/Lly9n8ODBOBwOBg8ezDvvvBOgEVydy43T4/HwL//yLwwdOpS4uDgyMjJ45JFHqKqquuw+Fy9efNFj7HQ6AzyaS7vS8VywYMEFeceOHXvF/YbS8QQuelwsFgs/+9nPLrnPYDyezz77LKNHjyY+Pp7evXtz1113UVJSct464XCOXmmc4XKOXs3xDJdzVOUlSOzYsYPq6ur2rzVr1gBw//33X3a7kpKS87YbOHBgV8S9as3NzQwbNowXXnjhoj//7//+b37xi1/wwgsvsGPHDtLS0vja177W/oyqi9myZQtz585l3rx5fPLJJ8ybN485c+awbdu2QA3jii43zpaWFnbv3s2///u/s3v3blasWMGhQ4f4+te/fsX9JiQknHd8q6uriYmJCcQQrsqVjifAzJkzz8u7evXqy+4z1I4ncMExeemll7BYLNx7772X3W+wHc+NGzfy7W9/m61bt7JmzRq8Xi8zZsygubm5fZ1wOEevNM5wOUev5nhCeJyjGBKU/umf/sno37+/4ff7L/rz9evXG4Bx9uzZrg12HQDjnXfeaf/e7/cbaWlpxnPPPde+zOl0GomJicaLL754yf3MmTPHmDlz5nnLbr31VuOBBx7o9MzX4qvjvJjt27cbgHHs2LFLrvPyyy8biYmJnRuuE11snPPnzzfuvPPODu0nHI7nnXfeaUydOvWy6wT78TQMw6itrTUAY+PGjYZhhO85+tVxXkw4nKMXG2e4nKO68hKE3G43S5Ys4Zvf/OYVHy45YsQI0tPTmTZtGuvXr++ihJ2jvLycmpoaZsyY0b7M4XAwefJkNm/efMnttmzZct42ALfeeutltwk29fX1WCwWevTocdn1mpqayM7OJjMzk9mzZ1NUVNQ1Aa/Dhg0b6N27N3l5eSxcuJDa2trLrh/qx/PkyZOsWrWKxx577IrrBvvxrK+vByApKQkI33P0q+O81Dqhfo5eapzhcI6qvAShlStXcu7cORYsWHDJddLT0/nDH/7A8uXLWbFiBfn5+UybNo0PP/yw64Jep5qaGgBSU1PPW56amtr+s0tt19FtgonT6eSpp57ioYceuuyD0AYNGsTixYt59913eeONN4iJiWHChAkcPny4C9N2zKxZs1i6dCnr1q3j5z//OTt27GDq1Km4XK5LbhPqx/OVV14hPj6ee+6557LrBfvxNAyDJ598kokTJzJkyBAgPM/Ri43zq8LhHL3UOMPlHA27p0qHg0WLFjFr1iwyMjIuuU5+fj75+fnt348bN47Kykqef/55br755q6I2Wm+enXJMIwrXnG6lm2Cgcfj4YEHHsDv9/Pb3/72suuOHTv2vIl0EyZMYOTIkfzP//wPv/71rwMd9ZrMnTu3/b+HDBnCqFGjyM7OZtWqVZd9cQ/V4wnw0ksv8fDDD19xnkOwH8/vfOc7fPrpp3z00UcX/CycztHLjRPC5xy91DjD5RzVlZcgc+zYMT744AMef/zxDm87duzYoGj8VystLQ3ggvZeW1t7Qcv/6nYd3SYYeDwe5syZQ3l5OWvWrOnw4+etViujR48OqWOcnp5Odnb2ZTOH6vEE2LRpEyUlJdd0vgbT8fzud7/Lu+++y/r168nMzGxfHm7n6KXG+blwOUevNM4vC9VzVOUlyLz88sv07t2b22+/vcPbFhUVkZ6eHoBUgZGTk0NaWlr7J6ugbb7Pxo0bGT9+/CW3Gzdu3HnbAPz973+/7DZm+/yX4uHDh/nggw/o1atXh/dhGAZ79uwJqWNcV1dHZWXlZTOH4vH83KJFiygsLGTYsGEd3jYYjqdhGHznO99hxYoVrFu3jpycnPN+Hi7n6JXGCeFxjl7NOL8qZM9REyYJyyX4fD4jKyvL+Jd/+ZcLfvbUU08Z8+bNa//+l7/8pfHOO+8Yhw4dMvbt22c89dRTBmAsX768KyNfUWNjo1FUVGQUFRUZgPGLX/zCKCoqap/B/9xzzxmJiYnGihUrjL179xoPPvigkZ6ebjQ0NLTvY968ecZTTz3V/v3HH39sREVFGc8995xRXFxsPPfcc0Z0dLSxdevWLh/f5y43To/HY3z96183MjMzjT179hjV1dXtXy6Xq30fXx3nM888Y7z33ntGaWmpUVRUZDz66KNGdHS0sW3bNjOGaBjG5cfZ2Nho/PM//7OxefNmo7y83Fi/fr0xbtw4o0+fPmF1PD9XX19vdOvWzfjd73530X2EwvH8x3/8RyMxMdHYsGHDef9ftrS0tK8TDufolcYZLufolcYZTueoyksQef/99w3AKCkpueBn8+fPNyZPntz+/X/9138Z/fv3N2JiYoyePXsaEydONFatWtWFaa/O5x/p/urX/PnzDcNo+yjmj3/8YyMtLc1wOBzGzTffbOzdu/e8fUyePLl9/c+9/fbbRn5+vmGz2YxBgwaZXtouN87y8vKL/gww1q9f376Pr47z+9//vpGVlWXY7XYjJSXFmDFjhrF58+auH9yXXG6cLS0txowZM4yUlBTDZrMZWVlZxvz5842Kiorz9hHqx/Nzv//9743Y2Fjj3LlzF91HKBzPS/1/+fLLL7evEw7n6JXGGS7n6JXGGU7nqMUwDKPzruOIiIiIBJbmvIiIiEhIUXkRERGRkKLyIiIiIiFF5UVERERCisqLiIiIhBSVFxEREQkpKi8iIiISUlReREREJKSovIiIiEhIUXkRERGRkKLyIiIiIiFF5UVERERCyv8P4CNoYmYf8qIAAAAASUVORK5CYII=", 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", 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" ] @@ -4407,22 +2796,9 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cluster_sacc_catalog_3.sacc\n", - "{'bin_z_0': , 'bin_z_1': , 'bin_z_2': , 'bin_z_3': , 'bin_rich_0': , 'radius_0': , 'radius_1': , 'radius_2': , 'radius_3': , 'radius_4': , 'cosmodc2-1deg': }\n", - "6.138330267269121\n", - "8.753331377352348\n", - "12.498617627102433\n", - "17.905433405212325\n", - "25.54761605811538\n" - ] - }, { "data": { - "image/png": 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", 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", 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" ] @@ -4430,22 +2806,9 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cluster_sacc_catalog_4.sacc\n", - "{'bin_z_0': , 'bin_z_1': , 'bin_z_2': , 'bin_z_3': , 'bin_rich_0': , 'radius_0': , 'radius_1': , 'radius_2': , 'radius_3': , 'radius_4': , 'cosmodc2-1deg': }\n", - "6.132272191496179\n", - "8.757365917658149\n", - "12.504507549127506\n", - "17.916572639566265\n", - "25.568551206188676\n" - ] - }, { "data": { - "image/png": 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", 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", 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" ] @@ -4453,22 +2816,9 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cluster_sacc_catalog_5.sacc\n", - "{'bin_z_0': , 'bin_z_1': , 'bin_z_2': , 'bin_z_3': , 'bin_rich_0': , 'radius_0': , 'radius_1': , 'radius_2': , 'radius_3': , 'radius_4': , 'cosmodc2-1deg': }\n", - "6.129840700441396\n", - "8.759189678511135\n", - "12.507525269265631\n", - "17.909011234897704\n", - "25.567922292983543\n" - ] - }, { "data": { - "image/png": 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", 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", 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" ] @@ -4476,22 +2826,9 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cluster_sacc_catalog_6.sacc\n", - "{'bin_z_0': , 'bin_z_1': , 'bin_z_2': , 'bin_z_3': , 'bin_rich_0': , 'radius_0': , 'radius_1': , 'radius_2': , 'radius_3': , 'radius_4': , 'cosmodc2-1deg': }\n", - "6.137724955782593\n", - "8.755433957918555\n", - "12.50126491789115\n", - "17.91507793530479\n", - "25.561579686740508\n" - ] - }, { "data": { - "image/png": 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", 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" ] @@ -4503,25 +2840,24 @@ "source": [ "import sacc\n", "for name in test_sacc:\n", - " print(name)\n", " t = sacc.Sacc.load_fits(name)\n", - " print(t.tracers)\n", " data2 = []\n", " radius2 = []\n", - " for i in range(0,5):\n", + " for i in range(0,radius_bins):\n", " trac = ('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', f'radius_{i}')\n", " data2.append(t.get_data_points(sacc.data_types.standard_types.cluster_shear, trac)[0].value)\n", " radius = t.tracers[f'radius_{i}'].center\n", " radius2.append(radius)\n", - " print(radius)\n", " plt.plot(radius2, data2, label='Calibrated Shear')\n", + " plt.ylabel(\"shear profile\")\n", + " plt.xlabel(\"Radius bin\")\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, - "id": "939a9fd8-4456-4e3e-934a-942ef2aa5e97", + "id": "c1edd4a3-afc3-4dfa-97d0-4e6c5872667f", "metadata": {}, "outputs": [], "source": [] From e6ff3aa3621ad1050249f578120d99ea87c4dad8 Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Tue, 27 Jan 2026 13:58:33 +0100 Subject: [PATCH 07/12] Fixed binning for angular binning --- .../cluster_counts/convert_to_sacc.py | 31 +++++++++++-------- .../cluster_counts/make_ensemble_profile.py | 20 ++++++------ .../cluster_counts/sources_select_compute.py | 26 ++++++++++------ 3 files changed, 44 insertions(+), 33 deletions(-) diff --git a/txpipe/extensions/cluster_counts/convert_to_sacc.py b/txpipe/extensions/cluster_counts/convert_to_sacc.py index b02fd70b8..43aa4bd85 100644 --- a/txpipe/extensions/cluster_counts/convert_to_sacc.py +++ b/txpipe/extensions/cluster_counts/convert_to_sacc.py @@ -14,9 +14,9 @@ class CLClusterSACC(PipelineStage): ] config_options = { - #radial bin definition - "r_min" : 0.5, #in Mpc - "r_max" : 5.0, #in Mpc + #distance bin definition + "d_min" : 0.5, #in Mpc or acrmin + "d_max" : 5.0, #in Mpc or arcmin } def run(self): @@ -28,11 +28,12 @@ def run(self): survey_name = my_configs['survey_name'] area = my_configs['area'] output_filename = self.get_output("cluster_sacc_catalog", final_name=True) - + first_bin = next(iter(data.values())) + profile_type = first_bin["profile_type"] sacc_obj = sacc.Sacc() self.add_tracers(sacc_obj, data, survey_name, area) self.add_counts_data(sacc_obj, data, survey_name) - self.add_deltasigma_data(sacc_obj, data, survey_name) + self.add_shear_data(sacc_obj, data, survey_name, profile_type) self.add_covariance_data(sacc_obj, data) sacc_obj.to_canonical_order() @@ -66,12 +67,12 @@ def get_bins(self, data: dict): bin_z_dict[bin_z] = z_edges bin_rich_dict[bin_rich] = rich_edges - radius_centers = np.array(data['bin_zbin_0_richbin_0']['clmm_cluster_ensemble'].stacked_data['radius']) - rmin = self.config_options['r_min'] - rmax = self.config_options['r_max'] - radius_edges = np.logspace(np.log10(rmin), np.log10(rmax), len(radius_centers) + 1) - for i in range(len(radius_edges) - 1): - bin_radius_dict[f'radius_{i}'] = (radius_edges[i], radius_edges[i+1], radius_centers[i]) + distance_centers = np.array(data['bin_zbin_0_richbin_0']['clmm_cluster_ensemble'].stacked_data['radius']) + dmin = self.config_options['d_min'] + dmax = self.config_options['d_max'] + distance_edges = np.logspace(np.log10(dmin), np.log10(dmax), len(distance_centers) + 1) + for i in range(len(distance_edges) - 1): + bin_radius_dict[f'radius_{i}'] = (distance_edges[i], distance_edges[i+1], distance_centers[i]) return bin_z_dict, bin_rich_dict, bin_radius_dict @@ -103,12 +104,16 @@ def add_counts_data(self, sacc_obj, data: dict, survey_name: str): bin_z, bin_rich = self.transform_bin_string(bin_comb) sacc_obj.add_data_point(cluster_count, (survey_name, bin_rich, bin_z), int(bin_data['n_cl'])) - def add_deltasigma_data(self, sacc_obj, data: dict, survey_name: str): + def add_shear_data(self, sacc_obj, data: dict, survey_name: str, profile_type: str): """ Adds cluster shear (delta sigma) data to the SACC object. """ import sacc - cluster_shear = sacc.standard_types.cluster_shear + print(profile_type) + if profile_type == 'reduced_shear': + cluster_shear = sacc.standard_types.cluster_shear + elif profile_type == 'delta_sigma': + cluster_shear = sacc.standard_types.cluster_delta_sigma _, _, radius_bins = self.get_bins(data) for bin_comb, bin_data in data.items(): diff --git a/txpipe/extensions/cluster_counts/make_ensemble_profile.py b/txpipe/extensions/cluster_counts/make_ensemble_profile.py index c833325b7..cfdf03a1d 100644 --- a/txpipe/extensions/cluster_counts/make_ensemble_profile.py +++ b/txpipe/extensions/cluster_counts/make_ensemble_profile.py @@ -33,8 +33,6 @@ class CLClusterEnsembleProfiles(CLClusterShearCatalogs): "angle_arcmin_max" : 45.0, #in arcmin "nbins" : 5, # number of bins #type of profile - "delta_sigma_profile" : True, - "shear_profile" : False, "magnification_profile" : False, "units": "mpc" # options are mpc or arcmin #coordinate_system for shear @@ -56,7 +54,7 @@ def run(self): self.distance_bins = clmm.dataops.make_bins(bin_min, bin_max, nbins=self.config["nbins"], method="evenlog10width") print (self.distance_bins) - self.cluster_shears_cat, self.coordinate_system, self.profile_type = self.load_cluster_shear_catalog() + self.cluster_shears_cat, self.coordinate_system, self.profile_type= self.load_cluster_shear_catalog() print (self.coordinate_system) @@ -82,12 +80,13 @@ def load_cluster_shear_catalog(self, indices = None) : if indices == None: with self.open_input("cluster_shear_catalogs") as f: meta_coord_sys = f['provenance'].attrs['config/coordinate_system'] + g_idx = f["index/"] + profile_type = g_idx.attrs.get("profile_type") g = f["catalog/"] cluster_id = g['cluster_id'][:] cluster_sample_start = g['cluster_sample_start'][:] cluster_sample_count = g['cluster_sample_count'][:] cluster_theta_max_arcmin = g['cluster_theta_max_arcmin'][:] - profile_type = g.attrs["profile_type"] tab = Table({"cluster_id": cluster_id, "cluster_sample_count": cluster_sample_count, "cluster_sample_start": cluster_sample_start, "cluster_theta_max_arcmin": cluster_theta_max_arcmin}) @@ -100,9 +99,8 @@ def load_cluster_shear_catalog(self, indices = None) : ifirst,icount = indices ilast = ifirst+icount meta_coord_sys = f['provenance'].attrs['config/coordinate_system'] - cat_g = f["catalog/"] - profile_type = cat_g.attrs["profile_type"] g = f["index/"] + profile_type = g.attrs["profile_type"] cluster_index = g['cluster_index'][ifirst:ilast] cluster_id = g['cluster_id'][ifirst:ilast] tangential_comp = g['tangential_comp'][ifirst:ilast] @@ -153,12 +151,12 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemble_id=0): int(self.cluster_shears_cat["cluster_sample_count"][cluster_cat_index])) #print("-> cluster id ",id_cl," ",cluster_cat_index," ",cluster_cat_indices," ",cluster_cat_indices[0]+cluster_cat_indices[1]) - bg_cat, _ = self.load_cluster_shear_catalog(cluster_cat_indices) - + bg_cat, _, self.profile_type = self.load_cluster_shear_catalog(cluster_cat_indices) + print(self.profile_type) print('For cluster', id_cl, 'at z=',z_cl,'with n_source = ',len(bg_cat["source_index"]) , 'theta_max is', np.max(bg_cat["distance_arcmin"]), ' arcmin =', clmm.utils.convert_units(np.max(bg_cat["distance_arcmin"]), 'arcmin', 'Mpc', z_cl, self.clmm_cosmo), 'Mpc') # To use CLMM, need to have galaxy table in clmm.GCData type - galcat = clmm.GCData(bg_cat, meta={"coordinate_system": self.coordinate_system, "profile_type": self.profile_type}) + galcat = clmm.GCData(bg_cat, meta={"coordinate_system": self.coordinate_system}) print(galcat.meta) galcat['theta'] = galcat['distance_arcmin']*np.pi/(60*180) # CLMM galcat requires a column called "theta" in radians galcat['z'] = np.zeros(len(galcat)) # clmm needs a column named 'z' but all computation have been done @@ -221,7 +219,7 @@ def load_cluster_catalog_tomography_group(self): # NEED TO CHNAGE FUNCTION NAME for key in k : group = f["cluster_bin"][key] clusters = self.load_cluster_list(group=group) #elf.get_cluster_indice( DOES THIS FUNCTION COMES FROM ? - + print(clusters) if len(clusters)>1: cluster_stack = self.create_cluster_ensemble(clusters, cluster_ensemble_id=key) else : @@ -230,7 +228,7 @@ def load_cluster_catalog_tomography_group(self): # NEED TO CHNAGE FUNCTION NAME #dict(dset_out[i].attrs), dset_out[i]['redshift'][:].size) - binned_cluster_stack[key]={'cluster_bin_edges':dict(group.attrs), 'n_cl':len(clusters), 'clmm_cluster_ensemble':cluster_stack} + binned_cluster_stack[key]={'cluster_bin_edges':dict(group.attrs), 'n_cl':len(clusters), 'clmm_cluster_ensemble':cluster_stack, 'profile_type': self.profile_type} return binned_cluster_stack diff --git a/txpipe/extensions/cluster_counts/sources_select_compute.py b/txpipe/extensions/cluster_counts/sources_select_compute.py index 53125f62f..f68b49cea 100644 --- a/txpipe/extensions/cluster_counts/sources_select_compute.py +++ b/txpipe/extensions/cluster_counts/sources_select_compute.py @@ -38,6 +38,9 @@ class CLClusterShearCatalogs(PipelineStage): "use_true_shear": False, "delta_sigma": False, # If True then we compute delta-sigma, otherwise we compute gamma "use_shape_noise": False, + "use_radius": True, + "max_angle": 30, # arcmin + } def run(self): @@ -50,15 +53,19 @@ def run(self): # load cluster catalog as an astropy table clusters = self.load_cluster_catalog() ncluster = len(clusters) - + if self.config["use_radius"]: # turn the physical scale max_radius to an angular scale at the redshift of each cluster - cluster_theta_max = self.compute_theta_max(clusters["redshift"]) + cluster_theta_max = self.compute_theta_max(clusters["redshift"]) # For the neighbour search, sklearn doesn't let us have # a different distance per cluster. So we use the maximum # distance over all the clusters and then filter down later. - max_theta_max = cluster_theta_max.max() - max_theta_max_arcmin = np.degrees(max_theta_max) * 60 + max_theta_max = cluster_theta_max.max() + max_theta_max_arcmin = np.degrees(max_theta_max) * 60 + else: + max_theta_max_arcmin = self.confi["max_angle"] + cluster_theta_max = np.repeat(np.deg2rad(max_theta_max_arcmin / 60), ncluster) + max_theta_max = max_theta_max_arcmin if self.rank == 0: print(f"Max theta_max = {max_theta_max} radians = {max_theta_max_arcmin} arcmin") @@ -99,11 +106,11 @@ def run(self): if gal_index.size == 0: continue - - # Cut down to galaxies close enough to this cluster - dist_good = distance < cluster_theta_max[cluster_index] - gal_index = gal_index[dist_good] - distance = distance[dist_good] + if self.config["use_radius"]: + # Cut down to galaxies close enough to this cluster + dist_good = distance < cluster_theta_max[cluster_index] + gal_index = gal_index[dist_good] + distance = distance[dist_good] if gal_index.size == 0: continue @@ -376,6 +383,7 @@ def compute_theta_max(self, z): def compute_sources_quantities(self, clmm_cosmo, data, index, z_cluster, ra_cluster, dec_cluster): import clmm + z_cluster = float(z_cluster) is_deltasigma = self.config["delta_sigma"] criterion = self.config["redshift_weight_criterion"] coordinate_system = self.config["coordinate_system"] From d2f07cf762823942a836757cade991f8e90c5b25 Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Tue, 27 Jan 2026 14:26:47 +0100 Subject: [PATCH 08/12] Fix typo --- txpipe/extensions/cluster_counts/sources_select_compute.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/txpipe/extensions/cluster_counts/sources_select_compute.py b/txpipe/extensions/cluster_counts/sources_select_compute.py index f68b49cea..451a017e9 100644 --- a/txpipe/extensions/cluster_counts/sources_select_compute.py +++ b/txpipe/extensions/cluster_counts/sources_select_compute.py @@ -63,7 +63,7 @@ def run(self): max_theta_max = cluster_theta_max.max() max_theta_max_arcmin = np.degrees(max_theta_max) * 60 else: - max_theta_max_arcmin = self.confi["max_angle"] + max_theta_max_arcmin = self.config["max_angle"] cluster_theta_max = np.repeat(np.deg2rad(max_theta_max_arcmin / 60), ncluster) max_theta_max = max_theta_max_arcmin if self.rank == 0: From 2a67cb93ee070aec21c0d4501f19ad896acd3e7c Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Wed, 28 Jan 2026 11:40:21 +0100 Subject: [PATCH 09/12] Fix angle choice --- txpipe/extensions/cluster_counts/sources_select_compute.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/txpipe/extensions/cluster_counts/sources_select_compute.py b/txpipe/extensions/cluster_counts/sources_select_compute.py index 451a017e9..0450e42b8 100644 --- a/txpipe/extensions/cluster_counts/sources_select_compute.py +++ b/txpipe/extensions/cluster_counts/sources_select_compute.py @@ -64,8 +64,8 @@ def run(self): max_theta_max_arcmin = np.degrees(max_theta_max) * 60 else: max_theta_max_arcmin = self.config["max_angle"] - cluster_theta_max = np.repeat(np.deg2rad(max_theta_max_arcmin / 60), ncluster) - max_theta_max = max_theta_max_arcmin + max_theta_max = np.deg2rad(max_theta_max_arcmin / 60) + cluster_theta_max = np.repeat(max_theta_max, ncluster) if self.rank == 0: print(f"Max theta_max = {max_theta_max} radians = {max_theta_max_arcmin} arcmin") From a8cb73ab1764a6393b64fb8068d44630dcca9a28 Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Fri, 6 Feb 2026 14:16:22 +0100 Subject: [PATCH 10/12] Updated notebook --- .../tangential_shear_selection.ipynb | 3705 ++++++++++------- 1 file changed, 2279 insertions(+), 1426 deletions(-) diff --git a/notebooks/cluster_counts/tangential_shear_selection.ipynb b/notebooks/cluster_counts/tangential_shear_selection.ipynb index 126eeb064..f3602bb87 100644 --- a/notebooks/cluster_counts/tangential_shear_selection.ipynb +++ b/notebooks/cluster_counts/tangential_shear_selection.ipynb @@ -26,7 +26,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "1.14.1\n", + "1.14.6\n", "3.2.1\n" ] } @@ -51,7 +51,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/sps/lsst/users/ebarroso/conda_envs/txpipe_clp/lib/python3.10/site-packages/ceci/__init__.py:12: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", + "/sps/lsst/groups/clusters/cl_pipeline_project/conda_envs/txpipe_clp/lib/python3.12/site-packages/ceci/__init__.py:12: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", " from pkg_resources import DistributionNotFound\n" ] } @@ -82,16 +82,17 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "id": "32961686-f5c2-4873-b529-9fcaf22c54e7", "metadata": { "tags": [] }, "outputs": [], "source": [ - "my_txpipe_dir = \"/sps/lsst/users/ebarroso/TXPipe\"\n", + "my_txpipe_dir = \"/sps/lsst/users/ebarroso/TXPipe\" # \"/sps/lsst/groups/clusters/cl_pipeline_project/TXPipe\"\n", "import sys\n", - "sys.path.append(\"/sps/lsst/users/ebarroso/TXPipe\")\n", + "sys.path.append(\"/sps/lsst/users/ebarroso/TXPipe\")#\"/sps/lsst/groups/clusters/cl_pipeline_project/TXPipe\")\n", + "sys.path.append(\"/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions\")#\"/sps/lsst/groups/clusters/cl_pipeline_project/TXPipe/txpipe/extensions/\")\n", "import importlib\n", "import txpipe\n" ] @@ -106,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "aa17705a-f043-41f6-97a7-6bae04237781", "metadata": { "tags": [] @@ -119,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "id": "a2123975-cf19-4f1c-bae4-6894ecd42d24", "metadata": { "tags": [] @@ -144,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "id": "9ed600f7-4cf7-4eff-9ba6-2edb1ead85c8", "metadata": { "tags": [] @@ -162,7 +163,8 @@ " config=f\"{my_txpipe_dir}/examples/metadetect/config.yml\",\n", "\n", " # This is the output file for this stage\n", - " shear_tomography_catalog=f\"{my_txpipe_dir}/data/example/outputs_metadetect/shear_tomography_catalog.hdf5\"\n", + " shear_tomography_catalog=f\"{my_txpipe_dir}/data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", + " true_z=True,\n", ")" ] }, @@ -177,7 +179,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "id": "6b9def04-7ae8-4f39-80b6-8f18d4faaf11", "metadata": { "tags": [] @@ -206,7 +208,7 @@ }, { "cell_type": 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np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3), np.int32(3)]\n", "9099\n" ] } @@ -237,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 9, "id": "ae049562-355f-4a7b-845f-2f2be598ff2f", "metadata": {}, "outputs": [ @@ -276,7 +278,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "id": "52cd1f06-b0ea-4afb-b398-0ef5404d8ae4", "metadata": { "tags": [] @@ -287,15 +289,17 @@ "output_type": "stream", "text": [ "Options for this pipeline and their defaults:\n", - "{'chunk_rows': 100000, 'max_radius': 10.0, 'delta_z': 0.1, 'redshift_cut_criterion': 'zmode', 'redshift_weight_criterion': 'zmode', 'redshift_cut_criterion_pdf_fraction': 0.9, 'subtract_mean_shear': False, 'coordinate_system': 'celestial', 'use_true_shear': False, 'delta_sigma': False, 'use_shape_noise': False}\n" + "{'chunk_rows': 100000, 'max_radius': 10.0, 'delta_z': 0.1, 'redshift_cut_criterion': 'zmode', 'redshift_weight_criterion': 'zmode', 'redshift_cut_criterion_pdf_fraction': 0.9, 'subtract_mean_shear': False, 'coordinate_system': 'celestial', 'use_true_shear': False, 'delta_sigma': False, 'use_shape_noise': False, 'use_radius': True, 'max_angle': 30}\n" ] } ], "source": [ "print(\"Options for this pipeline and their defaults:\")\n", - "print(txpipe.extensions.CLClusterShearCatalogs.config_options)\n", - "def run_different_options(delta_sigma, weight_criterion, cut_criterion, name, shape=False):\n", - " step2 = txpipe.extensions.CLClusterShearCatalogs.make_stage(\n", + "import txpipe.extensions as extensions\n", + "print(extensions.CLClusterShearCatalogs.config_options)\n", + "def run_different_options(delta_sigma, weight_criterion, cut_criterion, name, use_radius=False, shape=False):\n", + " print(use_radius)\n", + " step2 = extensions.CLClusterShearCatalogs.make_stage(\n", " # Shear catalog, as before\n", " shear_catalog=f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\",\n", " # This is the initial cluster catalog - RAs, Decs, richess, redshift, etc.\n", @@ -313,6 +317,8 @@ " #redshift_cut_criterion = 'nz',\n", " # Let's override one of the configuration parameters for this stage:\n", " max_radius=10.0,\n", + " use_radius = use_radius,\n", + " max_angle= 40,\n", " delta_sigma = delta_sigma,\n", " redshift_weight_criterion = weight_criterion,\n", " redshift_cut_criterion = cut_criterion,\n", @@ -327,17 +333,39 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "bfdc1eb8-4617-4848-b40d-85a3fdd2d6be", + "execution_count": 11, + "id": "7b228202-bebc-42fd-b604-2a185079b1cb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.14.6\n", + "3.2.1\n" + ] + } + ], + "source": [ + "import clmm\n", + "print(clmm.__version__)\n", + "import pyccl as ccl\n", + "print(ccl.__version__)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "53847723-b024-4e66-bfad-6b71cf2845e4", "metadata": { - "scrolled": true, - "tags": [] + "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "True\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", @@ -345,83 +373,84 @@ "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", "Process 0 done reading\n", - "Overall pair count = 221371\n", + "Overall pair count = 215422\n", "Collecting data for cluster 0\n", - "Found 3035 total galaxies in catalog for cluster 11\n", - "Found 2765 total galaxies in catalog for cluster 827\n", - "Found 2730 total galaxies in catalog for cluster 1985\n", - "Found 2652 total galaxies in catalog for cluster 1632\n", - "Found 1137 total galaxies in catalog for cluster 2453\n", - "Found 4221 total galaxies in catalog for cluster 2678\n", - "Found 1446 total galaxies in catalog for cluster 4643\n", - "Found 677 total galaxies in catalog for cluster 5084\n", - "Found 2384 total galaxies in catalog for cluster 4434\n", - "Found 2343 total galaxies in catalog for cluster 3939\n", - "Found 4589 total galaxies in catalog for cluster 6139\n", - "Found 1880 total galaxies in catalog for cluster 4709\n", - "Found 4123 total galaxies in catalog for cluster 7121\n", - "Found 3492 total galaxies in catalog for cluster 8547\n", - "Found 1273 total galaxies in catalog for cluster 8685\n", - "Found 965 total galaxies in catalog for cluster 8995\n", - "Found 3825 total galaxies in catalog for cluster 7698\n", - "Found 6639 total galaxies in catalog for cluster 10999\n", - "Found 825 total galaxies in catalog for cluster 9029\n", - "Found 1450 total galaxies in catalog for cluster 9429\n", - "Found 2711 total galaxies in catalog for cluster 10146\n", - "Found 3569 total galaxies in catalog for cluster 14476\n", - "Found 434 total galaxies in catalog for cluster 8395\n", - "Found 4520 total galaxies in catalog for cluster 16657\n", - "Found 3419 total galaxies in catalog for cluster 13039\n", - "Found 3478 total galaxies in catalog for cluster 15382\n", - "Found 1652 total galaxies in catalog for cluster 17011\n", - "Found 6842 total galaxies in catalog for cluster 8523\n", - "Found 1652 total galaxies in catalog for cluster 11300\n", - "Found 6868 total galaxies in catalog for cluster 17462\n", - "Found 1987 total galaxies in catalog for cluster 13025\n", - "Found 3121 total galaxies in catalog for cluster 21385\n", - "Found 3424 total galaxies in catalog for cluster 20888\n", - "Found 4303 total galaxies in catalog for cluster 21815\n", - "Found 1483 total galaxies in catalog for cluster 7594\n", - "Found 1005 total galaxies in catalog for cluster 21425\n", - "Found 8508 total galaxies in catalog for cluster 30553\n", - "Found 2374 total galaxies in catalog for cluster 11651\n", - "Found 3453 total galaxies in catalog for cluster 27728\n", - "Found 3657 total galaxies in catalog for cluster 30757\n", - "Found 5863 total galaxies in catalog for cluster 32634\n", - "Found 3876 total galaxies in catalog for cluster 33429\n", - "Found 2650 total galaxies in catalog for cluster 15656\n", - "Found 1347 total galaxies in catalog for cluster 29784\n", - "Found 2554 total galaxies in catalog for cluster 22630\n", - "Found 1559 total galaxies in catalog for cluster 17777\n", - "Found 2727 total galaxies in catalog for cluster 33569\n", - "Found 2392 total galaxies in catalog for cluster 39996\n", - "Found 4344 total galaxies in catalog for cluster 37007\n", - "Found 4941 total galaxies in catalog for cluster 25937\n", - "Found 1755 total galaxies in catalog for cluster 24386\n", - "Found 5448 total galaxies in catalog for cluster 44685\n", - "Found 3105 total galaxies in catalog for cluster 48725\n", - "Found 2631 total galaxies in catalog for cluster 27260\n", - "Found 2108 total galaxies in catalog for cluster 35316\n", - "Found 1696 total galaxies in catalog for cluster 59428\n", - "Found 2574 total galaxies in catalog for cluster 25976\n", - "Found 3405 total galaxies in catalog for cluster 31596\n", - "Found 6439 total galaxies in catalog for cluster 26346\n", - "Found 3450 total galaxies in catalog for cluster 36608\n", - "Found 3956 total galaxies in catalog for cluster 26938\n", - "Found 1903 total galaxies in catalog for cluster 74483\n", - "Found 3107 total galaxies in catalog for cluster 62882\n", - "Found 1008 total galaxies in catalog for cluster 25770\n", - "Found 778 total galaxies in catalog for cluster 59302\n", - "Found 1511 total galaxies in catalog for cluster 53335\n", - "Found 928 total galaxies in catalog for cluster 23919\n", - "Found 4012 total galaxies in catalog for cluster 16567\n", - "Found 2882 total galaxies in catalog for cluster 41321\n", - "Found 791 total galaxies in catalog for cluster 52141\n", - "Found 3045 total galaxies in catalog for cluster 52451\n", - "Found 1697 total galaxies in catalog for cluster 51057\n", - "Found 2968 total galaxies in catalog for cluster 14210\n", - "Found 3194 total galaxies in catalog for cluster 33410\n", - "Found 3816 total galaxies in catalog for cluster 78132\n", + "Found 2991 total galaxies in catalog for cluster 11\n", + "Found 2612 total galaxies in catalog for cluster 827\n", + "Found 2579 total galaxies in catalog for cluster 1985\n", + "Found 2522 total galaxies in catalog for cluster 1632\n", + "Found 1017 total galaxies in catalog for cluster 2453\n", + "Found 4021 total galaxies in catalog for cluster 2678\n", + "Found 1265 total galaxies in catalog for cluster 4643\n", + "Found 495 total galaxies in catalog for cluster 5084\n", + "Found 2298 total galaxies in catalog for cluster 4434\n", + "Found 2146 total galaxies in catalog for cluster 3939\n", + "Found 4680 total galaxies in catalog for cluster 6139\n", + "Found 1701 total galaxies in catalog for cluster 4709\n", + "Found 4205 total galaxies in catalog for cluster 7121\n", + "Found 3553 total galaxies in catalog for cluster 8547\n", + "Found 963 total galaxies in catalog for cluster 8685\n", + "Found 765 total galaxies in catalog for cluster 8995\n", + "Found 3888 total galaxies in catalog for cluster 7698\n", + "Found 6780 total galaxies in catalog for cluster 10999\n", + "Found 753 total galaxies in catalog for cluster 9029\n", + "Found 1352 total galaxies in catalog for cluster 9429\n", + "Found 2615 total galaxies in catalog for cluster 10146\n", + "Found 3499 total galaxies in catalog for cluster 14476\n", + "Found 306 total galaxies in catalog for cluster 8395\n", + "Found 4506 total galaxies in catalog for cluster 16657\n", + "Found 3474 total galaxies in catalog for cluster 13039\n", + "Found 3375 total galaxies in catalog for cluster 15382\n", + "Found 1637 total galaxies in catalog for cluster 17011\n", + "Found 7041 total galaxies in catalog for cluster 8523\n", + "Found 1487 total galaxies in catalog for cluster 11300\n", + "Found 6914 total galaxies in catalog for cluster 17462\n", + "Found 1911 total galaxies in catalog for cluster 13025\n", + "Found 3004 total galaxies in catalog for cluster 21385\n", + "Found 3279 total galaxies in catalog for cluster 20888\n", + "Found 4175 total galaxies in catalog for cluster 21815\n", + "Found 1167 total galaxies in catalog for cluster 7594\n", + "Found 748 total galaxies in catalog for cluster 21425\n", + "Found 8544 total galaxies in catalog for cluster 30553\n", + "Found 2346 total galaxies in catalog for cluster 11651\n", + "Found 3331 total galaxies in catalog for cluster 27728\n", + "Found 3555 total galaxies in catalog for cluster 30757\n", + "Found 5920 total galaxies in catalog for cluster 32634\n", + "Found 3916 total galaxies in catalog for cluster 33429\n", + "Found 2534 total galaxies in catalog for cluster 15656\n", + "Found 1140 total galaxies in catalog for cluster 29784\n", + "Found 2527 total galaxies in catalog for cluster 22630\n", + "Found 1443 total galaxies in catalog for cluster 17777\n", + "Found 2760 total galaxies in catalog for cluster 33569\n", + "Found 2483 total galaxies in catalog for cluster 39996\n", + "Found 4301 total galaxies in catalog for cluster 37007\n", + "Found 5029 total galaxies in catalog for cluster 25937\n", + "Found 1670 total galaxies in catalog for cluster 24386\n", + "Found 5535 total galaxies in catalog for cluster 44685\n", + "Found 2980 total galaxies in catalog for cluster 48725\n", + "Found 2547 total galaxies in catalog for cluster 27260\n", + "Found 1775 total galaxies in catalog for cluster 35316\n", + "Found 1463 total galaxies in catalog for cluster 59428\n", + "Found 2451 total galaxies in catalog for cluster 25976\n", + "Found 3392 total galaxies in catalog for cluster 31596\n", + "Found 6473 total galaxies in catalog for cluster 26346\n", + "Found 3239 total galaxies in catalog for cluster 36608\n", + "Found 4003 total galaxies in catalog for cluster 26938\n", + "Found 1837 total galaxies in catalog for cluster 74483\n", + "Found 3191 total galaxies in catalog for cluster 62882\n", + "Found 807 total galaxies in catalog for cluster 25770\n", + "Found 623 total galaxies in catalog for cluster 59302\n", + "Found 1313 total galaxies in catalog for cluster 53335\n", + "Found 674 total galaxies in catalog for cluster 23919\n", + "Found 3983 total galaxies in catalog for cluster 16567\n", + "Found 2756 total galaxies in catalog for cluster 41321\n", + "Found 634 total galaxies in catalog for cluster 52141\n", + "Found 3003 total galaxies in catalog for cluster 52451\n", + "Found 1669 total galaxies in catalog for cluster 51057\n", + "Found 2896 total galaxies in catalog for cluster 14210\n", + "Found 3094 total galaxies in catalog for cluster 33410\n", + "Found 3861 total galaxies in catalog for cluster 78132\n", + "True\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", @@ -506,6 +535,7 @@ "Found 2515 total galaxies in catalog for cluster 14210\n", "Found 2800 total galaxies in catalog for cluster 33410\n", "Found 3542 total galaxies in catalog for cluster 78132\n", + "True\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", @@ -590,6 +620,7 @@ "Found 1986 total galaxies in catalog for cluster 14210\n", "Found 2256 total galaxies in catalog for cluster 33410\n", "Found 2978 total galaxies in catalog for cluster 78132\n", + "True\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", @@ -674,174 +705,171 @@ "Found 1986 total galaxies in catalog for cluster 14210\n", "Found 2256 total galaxies in catalog for cluster 33410\n", "Found 2978 total galaxies in catalog for cluster 78132\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "False\n", + "Max theta_max = 0.011635528346628864 radians = 40 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", "Process 0 done reading\n", - "Overall pair count = 221371\n", + "Overall pair count = 374266\n", "Collecting data for cluster 0\n", - "Found 3035 total galaxies in catalog for cluster 11\n", - "Found 2765 total galaxies in catalog for cluster 827\n", - "Found 2730 total galaxies in catalog for cluster 1985\n", - "Found 2652 total galaxies in catalog for cluster 1632\n", - "Found 1137 total galaxies in catalog for cluster 2453\n", - "Found 4221 total galaxies in catalog for cluster 2678\n", - "Found 1446 total galaxies in catalog for cluster 4643\n", - "Found 677 total galaxies in catalog for cluster 5084\n", - "Found 2384 total galaxies in catalog for cluster 4434\n", - "Found 2343 total galaxies in catalog for cluster 3939\n", - "Found 4589 total galaxies in catalog for cluster 6139\n", - "Found 1880 total galaxies in catalog for cluster 4709\n", - "Found 4123 total galaxies in catalog for cluster 7121\n", - "Found 3492 total galaxies in catalog for cluster 8547\n", - "Found 1273 total galaxies in catalog for cluster 8685\n", - "Found 965 total galaxies in catalog for cluster 8995\n", - "Found 3825 total galaxies in catalog for cluster 7698\n", - "Found 6639 total galaxies in catalog for cluster 10999\n", - "Found 825 total galaxies in catalog for cluster 9029\n", - "Found 1450 total galaxies in catalog for cluster 9429\n", - "Found 2711 total galaxies in catalog for cluster 10146\n", - "Found 3569 total galaxies in catalog for cluster 14476\n", - "Found 434 total galaxies in catalog for cluster 8395\n", - "Found 4520 total galaxies in catalog for cluster 16657\n", - "Found 3419 total galaxies in catalog for cluster 13039\n", - "Found 3478 total galaxies in catalog for cluster 15382\n", - "Found 1652 total galaxies in catalog for cluster 17011\n", - "Found 6842 total galaxies in catalog for cluster 8523\n", - "Found 1652 total galaxies in catalog for cluster 11300\n", - "Found 6868 total galaxies in catalog for cluster 17462\n", - "Found 1987 total galaxies in catalog for cluster 13025\n", - "Found 3121 total galaxies in catalog for cluster 21385\n", - "Found 3424 total galaxies in catalog for cluster 20888\n", - "Found 4303 total galaxies in catalog for cluster 21815\n", - "Found 1483 total galaxies in catalog for cluster 7594\n", - "Found 1005 total galaxies in catalog for cluster 21425\n", - "Found 8508 total galaxies in catalog for cluster 30553\n", - "Found 2374 total galaxies in catalog for cluster 11651\n", - "Found 3453 total galaxies in catalog for cluster 27728\n", - "Found 3657 total galaxies in catalog for cluster 30757\n", - "Found 5863 total galaxies in catalog for cluster 32634\n", - "Found 3876 total galaxies in catalog for cluster 33429\n", - "Found 2650 total galaxies in catalog for cluster 15656\n", - "Found 1347 total galaxies in catalog for cluster 29784\n", - "Found 2554 total galaxies in catalog for cluster 22630\n", - "Found 1559 total galaxies in catalog for cluster 17777\n", - "Found 2727 total galaxies in catalog for cluster 33569\n", - "Found 2392 total galaxies in catalog for cluster 39996\n", - "Found 4344 total galaxies in catalog for cluster 37007\n", - "Found 4941 total galaxies in catalog for cluster 25937\n", - "Found 1755 total galaxies in catalog for cluster 24386\n", - "Found 5448 total galaxies in catalog for cluster 44685\n", - "Found 3105 total galaxies in catalog for cluster 48725\n", - "Found 2631 total galaxies in catalog for cluster 27260\n", - "Found 2108 total galaxies in catalog for cluster 35316\n", - "Found 1696 total galaxies in catalog for cluster 59428\n", - "Found 2574 total galaxies in catalog for cluster 25976\n", - "Found 3405 total galaxies in catalog for cluster 31596\n", - "Found 6439 total galaxies in catalog for cluster 26346\n", - "Found 3450 total galaxies in catalog for cluster 36608\n", - "Found 3956 total galaxies in catalog for cluster 26938\n", - "Found 1903 total galaxies in catalog for cluster 74483\n", - "Found 3107 total galaxies in catalog for cluster 62882\n", - "Found 1008 total galaxies in catalog for cluster 25770\n", - "Found 778 total galaxies in catalog for cluster 59302\n", - "Found 1511 total galaxies in catalog for cluster 53335\n", - "Found 928 total galaxies in catalog for cluster 23919\n", - "Found 4012 total galaxies in catalog for cluster 16567\n", - "Found 2882 total galaxies in catalog for cluster 41321\n", - "Found 791 total galaxies in catalog for cluster 52141\n", - "Found 3045 total galaxies in catalog for cluster 52451\n", - "Found 1697 total galaxies in catalog for cluster 51057\n", - "Found 2968 total galaxies in catalog for cluster 14210\n", - "Found 3194 total galaxies in catalog for cluster 33410\n", - "Found 3816 total galaxies in catalog for cluster 78132\n", - "Min search angle = 20.111239360034133 arcmin\n", - "Mean search angle = 25.964606752423457 arcmin\n", - "Max search angle = 45.0930880390025 arcmin\n", - "Max theta_max = 0.013117047602871116 radians = 45.0930880390025 arcmin\n", + "Found 5359 total galaxies in catalog for cluster 11\n", + "Found 5490 total galaxies in catalog for cluster 827\n", + "Found 5255 total galaxies in catalog for cluster 1985\n", + "Found 5355 total galaxies in catalog for cluster 1632\n", + "Found 3090 total galaxies in catalog for cluster 2453\n", + "Found 6907 total galaxies in catalog for cluster 2678\n", + "Found 3421 total galaxies in catalog for cluster 4643\n", + "Found 2124 total galaxies in catalog for cluster 5084\n", + "Found 4727 total galaxies in catalog for cluster 4434\n", + "Found 4933 total galaxies in catalog for cluster 3939\n", + "Found 5685 total galaxies in catalog for cluster 6139\n", + "Found 4120 total galaxies in catalog for cluster 4709\n", + "Found 6586 total galaxies in catalog for cluster 7121\n", + "Found 5807 total galaxies in catalog for cluster 8547\n", + "Found 3141 total galaxies in catalog for cluster 8685\n", + "Found 2588 total galaxies in catalog for cluster 8995\n", + "Found 6403 total galaxies in catalog for cluster 7698\n", + "Found 7812 total galaxies in catalog for cluster 10999\n", + "Found 2356 total galaxies in catalog for cluster 9029\n", + "Found 3434 total galaxies in catalog for cluster 9429\n", + "Found 5197 total galaxies in catalog for cluster 10146\n", + "Found 6185 total galaxies in catalog for cluster 14476\n", + "Found 1496 total galaxies in catalog for cluster 8395\n", + "Found 6562 total galaxies in catalog for cluster 16657\n", + "Found 5860 total galaxies in catalog for cluster 13039\n", + "Found 6154 total galaxies in catalog for cluster 15382\n", + "Found 3308 total galaxies in catalog for cluster 17011\n", + "Found 8175 total galaxies in catalog for cluster 8523\n", + "Found 3841 total galaxies in catalog for cluster 11300\n", + "Found 6259 total galaxies in catalog for cluster 17462\n", + "Found 4083 total galaxies in catalog for cluster 13025\n", + "Found 5637 total galaxies in catalog for cluster 21385\n", + "Found 6305 total galaxies in catalog for cluster 20888\n", + "Found 6975 total galaxies in catalog for cluster 21815\n", + "Found 3453 total galaxies in catalog for cluster 7594\n", + "Found 2706 total galaxies in catalog for cluster 21425\n", + "Found 7592 total galaxies in catalog for cluster 30553\n", + "Found 4675 total galaxies in catalog for cluster 11651\n", + "Found 5996 total galaxies in catalog for cluster 27728\n", + "Found 6669 total galaxies in catalog for cluster 30757\n", + "Found 6120 total galaxies in catalog for cluster 32634\n", + "Found 6214 total galaxies in catalog for cluster 33429\n", + "Found 5253 total galaxies in catalog for cluster 15656\n", + "Found 3371 total galaxies in catalog for cluster 29784\n", + "Found 4922 total galaxies in catalog for cluster 22630\n", + "Found 3705 total galaxies in catalog for cluster 17777\n", + "Found 5175 total galaxies in catalog for cluster 33569\n", + "Found 4048 total galaxies in catalog for cluster 39996\n", + "Found 7069 total galaxies in catalog for cluster 37007\n", + "Found 5873 total galaxies in catalog for cluster 25937\n", + "Found 4093 total galaxies in catalog for cluster 24386\n", + "Found 7755 total galaxies in catalog for cluster 44685\n", + "Found 5878 total galaxies in catalog for cluster 48725\n", + "Found 5174 total galaxies in catalog for cluster 27260\n", + "Found 4190 total galaxies in catalog for cluster 35316\n", + "Found 3708 total galaxies in catalog for cluster 59428\n", + "Found 5129 total galaxies in catalog for cluster 25976\n", + "Found 5900 total galaxies in catalog for cluster 31596\n", + "Found 5704 total galaxies in catalog for cluster 26346\n", + "Found 6009 total galaxies in catalog for cluster 36608\n", + "Found 6207 total galaxies in catalog for cluster 26938\n", + "Found 4202 total galaxies in catalog for cluster 74483\n", + "Found 4920 total galaxies in catalog for cluster 62882\n", + "Found 2616 total galaxies in catalog for cluster 25770\n", + "Found 2228 total galaxies in catalog for cluster 59302\n", + "Found 3532 total galaxies in catalog for cluster 53335\n", + "Found 2482 total galaxies in catalog for cluster 23919\n", + "Found 6625 total galaxies in catalog for cluster 16567\n", + "Found 5672 total galaxies in catalog for cluster 41321\n", + "Found 2354 total galaxies in catalog for cluster 52141\n", + "Found 5690 total galaxies in catalog for cluster 52451\n", + "Found 3696 total galaxies in catalog for cluster 51057\n", + "Found 5595 total galaxies in catalog for cluster 14210\n", + "Found 5616 total galaxies in catalog for cluster 33410\n", + "Found 5820 total galaxies in catalog for cluster 78132\n", + "False\n", + "Max theta_max = 0.011635528346628864 radians = 40 arcmin\n", "Using single 2D shear calibration!\n", "Process 0 processing chunk 0 - 82,200\n", "Process 0 done reading\n", - "Overall pair count = 200603\n", + "Overall pair count = 332293\n", "Collecting data for cluster 0\n", - "Found 2851 total galaxies in catalog for cluster 11\n", - "Found 2456 total galaxies in catalog for cluster 827\n", - "Found 2413 total galaxies in catalog for cluster 1985\n", - "Found 2346 total galaxies in catalog for cluster 1632\n", - "Found 891 total galaxies in catalog for cluster 2453\n", - "Found 3782 total galaxies in catalog for cluster 2678\n", - "Found 1069 total galaxies in catalog for cluster 4643\n", - "Found 432 total galaxies in catalog for cluster 5084\n", - "Found 2149 total galaxies in catalog for cluster 4434\n", - "Found 1830 total galaxies in catalog for cluster 3939\n", - "Found 4496 total galaxies in catalog for cluster 6139\n", - "Found 1511 total galaxies in catalog for cluster 4709\n", - "Found 3903 total galaxies in catalog for cluster 7121\n", - "Found 3294 total galaxies in catalog for cluster 8547\n", - "Found 819 total galaxies in catalog for cluster 8685\n", - "Found 626 total galaxies in catalog for cluster 8995\n", - "Found 3589 total galaxies in catalog for cluster 7698\n", - "Found 6508 total galaxies in catalog for cluster 10999\n", - "Found 645 total galaxies in catalog for cluster 9029\n", - "Found 1219 total galaxies in catalog for cluster 9429\n", - "Found 2477 total galaxies in catalog for cluster 10146\n", - "Found 3236 total galaxies in catalog for cluster 14476\n", - "Found 267 total galaxies in catalog for cluster 8395\n", - "Found 4237 total galaxies in catalog for cluster 16657\n", - "Found 3203 total galaxies in catalog for cluster 13039\n", - "Found 3217 total galaxies in catalog for cluster 15382\n", - "Found 1554 total galaxies in catalog for cluster 17011\n", - "Found 6645 total galaxies in catalog for cluster 8523\n", - "Found 1321 total galaxies in catalog for cluster 11300\n", - "Found 6793 total galaxies in catalog for cluster 17462\n", - "Found 1814 total galaxies in catalog for cluster 13025\n", - "Found 2637 total galaxies in catalog for cluster 21385\n", - "Found 3100 total galaxies in catalog for cluster 20888\n", - "Found 3863 total galaxies in catalog for cluster 21815\n", - "Found 956 total galaxies in catalog for cluster 7594\n", - "Found 632 total galaxies in catalog for cluster 21425\n", - "Found 8401 total galaxies in catalog for cluster 30553\n", - "Found 2161 total galaxies in catalog for cluster 11651\n", - "Found 3115 total galaxies in catalog for cluster 27728\n", - "Found 3282 total galaxies in catalog for cluster 30757\n", - "Found 5806 total galaxies in catalog for cluster 32634\n", - "Found 3646 total galaxies in catalog for cluster 33429\n", - "Found 2372 total galaxies in catalog for cluster 15656\n", - "Found 963 total galaxies in catalog for cluster 29784\n", - "Found 2313 total galaxies in catalog for cluster 22630\n", - "Found 1247 total galaxies in catalog for cluster 17777\n", - "Found 2529 total galaxies in catalog for cluster 33569\n", - "Found 2263 total galaxies in catalog for cluster 39996\n", - "Found 4094 total galaxies in catalog for cluster 37007\n", - "Found 4852 total galaxies in catalog for cluster 25937\n", - "Found 1586 total galaxies in catalog for cluster 24386\n", - "Found 5253 total galaxies in catalog for cluster 44685\n", - "Found 2779 total galaxies in catalog for cluster 48725\n", - "Found 2228 total galaxies in catalog for cluster 27260\n", - "Found 1532 total galaxies in catalog for cluster 35316\n", - "Found 1270 total galaxies in catalog for cluster 59428\n", - "Found 2305 total galaxies in catalog for cluster 25976\n", - "Found 3178 total galaxies in catalog for cluster 31596\n", - "Found 6358 total galaxies in catalog for cluster 26346\n", - "Found 3056 total galaxies in catalog for cluster 36608\n", - "Found 3770 total galaxies in catalog for cluster 26938\n", - "Found 1528 total galaxies in catalog for cluster 74483\n", - "Found 2946 total galaxies in catalog for cluster 62882\n", - "Found 626 total galaxies in catalog for cluster 25770\n", - "Found 514 total galaxies in catalog for cluster 59302\n", - "Found 1152 total galaxies in catalog for cluster 53335\n", - "Found 609 total galaxies in catalog for cluster 23919\n", - "Found 3765 total galaxies in catalog for cluster 16567\n", - "Found 2588 total galaxies in catalog for cluster 41321\n", - "Found 558 total galaxies in catalog for cluster 52141\n", - "Found 2760 total galaxies in catalog for cluster 52451\n", - "Found 1560 total galaxies in catalog for cluster 51057\n", - "Found 2515 total galaxies in catalog for cluster 14210\n", - "Found 2800 total galaxies in catalog for cluster 33410\n", - "Found 3542 total galaxies in catalog for cluster 78132\n", + "Found 5057 total galaxies in catalog for cluster 11\n", + "Found 4822 total galaxies in catalog for cluster 827\n", + "Found 4598 total galaxies in catalog for cluster 1985\n", + "Found 4675 total galaxies in catalog for cluster 1632\n", + "Found 2446 total galaxies in catalog for cluster 2453\n", + "Found 6193 total galaxies in catalog for cluster 2678\n", + "Found 2525 total galaxies in catalog for cluster 4643\n", + "Found 1380 total galaxies in catalog for cluster 5084\n", + "Found 4282 total galaxies in catalog for cluster 4434\n", + "Found 3902 total galaxies in catalog for cluster 3939\n", + "Found 5571 total galaxies in catalog for cluster 6139\n", + "Found 3392 total galaxies in catalog for cluster 4709\n", + "Found 6228 total galaxies in catalog for cluster 7121\n", + "Found 5483 total galaxies in catalog for cluster 8547\n", + "Found 2021 total galaxies in catalog for cluster 8685\n", + "Found 1693 total galaxies in catalog for cluster 8995\n", + "Found 5988 total galaxies in catalog for cluster 7698\n", + "Found 7661 total galaxies in catalog for cluster 10999\n", + "Found 1848 total galaxies in catalog for cluster 9029\n", + "Found 2912 total galaxies in catalog for cluster 9429\n", + "Found 4754 total galaxies in catalog for cluster 10146\n", + "Found 5603 total galaxies in catalog for cluster 14476\n", + "Found 949 total galaxies in catalog for cluster 8395\n", + "Found 6156 total galaxies in catalog for cluster 16657\n", + "Found 5466 total galaxies in catalog for cluster 13039\n", + "Found 5689 total galaxies in catalog for cluster 15382\n", + "Found 3126 total galaxies in catalog for cluster 17011\n", + "Found 7947 total galaxies in catalog for cluster 8523\n", + "Found 3143 total galaxies in catalog for cluster 11300\n", + "Found 6189 total galaxies in catalog for cluster 17462\n", + "Found 3736 total galaxies in catalog for cluster 13025\n", + "Found 4721 total galaxies in catalog for cluster 21385\n", + "Found 5739 total galaxies in catalog for cluster 20888\n", + "Found 6280 total galaxies in catalog for cluster 21815\n", + "Found 2229 total galaxies in catalog for cluster 7594\n", + "Found 1711 total galaxies in catalog for cluster 21425\n", + "Found 7496 total galaxies in catalog for cluster 30553\n", + "Found 4229 total galaxies in catalog for cluster 11651\n", + "Found 5420 total galaxies in catalog for cluster 27728\n", + "Found 6011 total galaxies in catalog for cluster 30757\n", + "Found 6060 total galaxies in catalog for cluster 32634\n", + "Found 5813 total galaxies in catalog for cluster 33429\n", + "Found 4722 total galaxies in catalog for cluster 15656\n", + "Found 2484 total galaxies in catalog for cluster 29784\n", + "Found 4443 total galaxies in catalog for cluster 22630\n", + "Found 2969 total galaxies in catalog for cluster 17777\n", + "Found 4778 total galaxies in catalog for cluster 33569\n", + "Found 3844 total galaxies in catalog for cluster 39996\n", + "Found 6640 total galaxies in catalog for cluster 37007\n", + "Found 5765 total galaxies in catalog for cluster 25937\n", + "Found 3691 total galaxies in catalog for cluster 24386\n", + "Found 7471 total galaxies in catalog for cluster 44685\n", + "Found 5295 total galaxies in catalog for cluster 48725\n", + "Found 4325 total galaxies in catalog for cluster 27260\n", + "Found 3037 total galaxies in catalog for cluster 35316\n", + "Found 2793 total galaxies in catalog for cluster 59428\n", + "Found 4613 total galaxies in catalog for cluster 25976\n", + "Found 5515 total galaxies in catalog for cluster 31596\n", + "Found 5627 total galaxies in catalog for cluster 26346\n", + "Found 5352 total galaxies in catalog for cluster 36608\n", + "Found 5896 total galaxies in catalog for cluster 26938\n", + "Found 3355 total galaxies in catalog for cluster 74483\n", + "Found 4686 total galaxies in catalog for cluster 62882\n", + "Found 1660 total galaxies in catalog for cluster 25770\n", + "Found 1469 total galaxies in catalog for cluster 59302\n", + "Found 2676 total galaxies in catalog for cluster 53335\n", + "Found 1630 total galaxies in catalog for cluster 23919\n", + "Found 6208 total galaxies in catalog for cluster 16567\n", + "Found 5126 total galaxies in catalog for cluster 41321\n", + "Found 1636 total galaxies in catalog for cluster 52141\n", + "Found 5129 total galaxies in catalog for cluster 52451\n", + "Found 3352 total galaxies in catalog for cluster 51057\n", + "Found 4721 total galaxies in catalog for cluster 14210\n", + "Found 4882 total galaxies in catalog for cluster 33410\n", + "Found 5359 total galaxies in catalog for cluster 78132\n", + "True\n", "Min search angle = 20.111239360034133 arcmin\n", "Mean search angle = 25.964606752423457 arcmin\n", "Max search angle = 45.0930880390025 arcmin\n", @@ -930,18 +958,40 @@ } ], "source": [ - "mean_ds = run_different_options(True, 'zmean', 'zmean', 'mean_ds')\n", - "mode_ds = run_different_options(True, 'zmode', 'zmode', 'mode_ds')\n", - "pdf_ds = run_different_options(True, 'pdf', 'pdf', 'pdf_ds')\n", - "pdf_ds_shape = run_different_options(True, 'pdf', 'pdf', 'pdf_ds_shape', True)\n", - "mean_gamma = run_different_options(False, 'zmean', 'zmean', 'mean_gamma')\n", - "mode_gamma = run_different_options(False, 'zmode', 'zmode', 'mode_gamma')\n", - "pdf_gamma = run_different_options(False, 'pdf', 'pdf', 'pdf_gamma')\n", + "mean_ds = run_different_options(True, 'ztrue', 'ztrue', 'mean_ds', True)\n", + "mode_ds = run_different_options(True, 'zmode', 'zmode', 'mode_ds', True)\n", + "pdf_ds = run_different_options(True, 'pdf', 'pdf', 'pdf_ds', True)\n", + "pdf_ds_shape = run_different_options(True, 'pdf', 'pdf', 'pdf_ds_shape',True, True)\n", + "mean_gamma = run_different_options(False, 'zmean', 'zmean', 'mean_gamma', False)\n", + "mode_gamma = run_different_options(False, 'zmode', 'zmode', 'mode_gamma', False)\n", + "pdf_gamma = run_different_options(False, 'pdf', 'pdf', 'pdf_gamma', True)\n", "\n", "run_options = ['mean_ds', 'mode_ds', 'pdf_ds', 'pdf_ds_shape', 'mean_gamma', 'mode_gamma', 'pdf_gamma']\n", "all_runs_names = [mean_ds, mode_ds, pdf_ds,pdf_ds_shape, mean_gamma, mode_gamma, pdf_gamma]" ] }, + { + "cell_type": "code", + "execution_count": 13, + "id": "bfdc1eb8-4617-4848-b40d-85a3fdd2d6be", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [], + "source": [ + "# mean_ds = run_different_options(True, 'zmean', 'zmean', 'mean_ds', True)\n", + "# mode_ds = run_different_options(True, 'zmode', 'zmode', 'mode_ds', True)\n", + "# pdf_ds = run_different_options(True, 'pdf', 'pdf', 'pdf_ds', True)\n", + "# pdf_ds_shape = run_different_options(True, 'pdf', 'pdf', 'pdf_ds_shape',True, True)\n", + "# mean_gamma = run_different_options(False, 'zmean', 'zmean', 'mean_gamma', False)\n", + "# mode_gamma = run_different_options(False, 'zmode', 'zmode', 'mode_gamma', False)\n", + "# pdf_gamma = run_different_options(False, 'pdf', 'pdf', 'pdf_gamma', True)\n", + "\n", + "# run_options = ['mean_ds', 'mode_ds', 'pdf_ds', 'pdf_ds_shape', 'mean_gamma', 'mode_gamma', 'pdf_gamma']\n", + "# all_runs_names = [mean_ds, mode_ds, pdf_ds,pdf_ds_shape, mean_gamma, mode_gamma, pdf_gamma]" + ] + }, { "cell_type": "markdown", "id": "7eb7d1e3-186b-42b8-ad4f-d96b59781a36", @@ -958,7 +1008,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "id": "d14189ad-0523-4603-8ae2-e5cf44f2da34", "metadata": { "tags": [] @@ -966,7 +1016,7 @@ "outputs": [], "source": [ "def run_combined_cluster_per_name(name):\n", - " ccc = txpipe.extensions.CombinedClusterCatalog(\n", + " ccc = extensions.CombinedClusterCatalog(\n", " shear_catalog=f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\",\n", " shear_tomography_catalog=f\"{my_txpipe_dir}/data/example/outputs_metadetect/shear_tomography_catalog.hdf5\",\n", " cluster_catalog=f\"{my_txpipe_dir}/data/example/inputs/cluster_catalog.hdf5\",\n", @@ -979,7 +1029,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "id": "9279a694-03c0-4222-b297-aef4c44823c7", "metadata": {}, "outputs": [ @@ -994,7 +1044,7 @@ "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mean_gamma.hdf5\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mode_gamma.hdf5\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_gamma.hdf5\n", - "[, , , , , , ]\n" + "[, , , , , , ]\n" ] } ], @@ -1005,13 +1055,13 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "id": "dae202ed-1843-42c6-93fa-b2d486cbd4fb", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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", + "image/png": 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", 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" ] @@ -1062,7 +1112,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "id": "f999eeea", "metadata": {}, "outputs": [ @@ -1077,10 +1127,10 @@ ], "source": [ "print(\"Options for this pipeline and their defaults:\")\n", - "print(txpipe.extensions.CLClusterBinningRedshiftRichness.config_options)\n", - "step3 = txpipe.extensions.CLClusterBinningRedshiftRichness.make_stage(\n", + "print(extensions.CLClusterBinningRedshiftRichness.config_options)\n", + "step3 = extensions.CLClusterBinningRedshiftRichness.make_stage(\n", "cluster_catalog=f\"{my_txpipe_dir}/data/example/inputs/cluster_catalog.hdf5\",\n", - "richedge = [0, 80],\n", + "richedge = [1, 80],\n", "cluster_catalog_tomography=f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/cluster_catalog_tomography.hdf5\",\n", ")\n", "step3.run()\n", @@ -1100,15 +1150,15 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 52, "id": "b452e198", "metadata": {}, "outputs": [], "source": [ - "radius_bins = 4\n", - "def run_different_options_ensemble(delta_sigma, name, name2):\n", + "radius_bins = 10\n", + "def run_different_options_ensemble(delta_sigma, name, name2, units):\n", " print(name)\n", - " step4 = txpipe.extensions.CLClusterEnsembleProfiles.make_stage(\n", + " step4 = extensions.CLClusterEnsembleProfiles.make_stage(\n", " shear_catalog=f\"{my_txpipe_dir}/data/example/inputs/metadetect_shear_catalog.hdf5\",\n", " fiducial_cosmology=f\"{my_txpipe_dir}/data/fiducial_cosmology.yml\",\n", " cluster_shear_catalogs=name,\n", @@ -1118,7 +1168,7 @@ " #config=\"examples/metadetect/config.yml\", \n", " #max_radius=10.0,\n", " cluster_profiles = f\"{my_txpipe_dir}/data/example/outputs_shear_catalogs/cluster_profiles_{name2}.pkl\",\n", - " units='arcmin',\n", + " units=units,\n", " angle_arcmin_min=5,\n", " angle_arcmin_max=30,\n", " nbins=radius_bins,\n", @@ -1132,7 +1182,69 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 53, + "id": "68294a04-66c5-4014-91b7-367142546f4b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.4), 'z_min': np.float64(0.2)}, 'n_cl': 8, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.6), 'z_min': np.float64(0.4)}, 'n_cl': 28, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.8), 'z_min': np.float64(0.6)}, 'n_cl': 21, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(1.0), 'z_min': np.float64(0.8)}, 'n_cl': 11, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}}\n", + "\n", + "dict_keys(['bin_zbin_0_richbin_0', 'bin_zbin_1_richbin_0', 'bin_zbin_2_richbin_0', 'bin_zbin_3_richbin_0'])\n" + ] + }, + { + "data": { + "text/html": [ + "GCData\n", + "
defined by: cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)', bin_units='mpc', radius_min=[0.2 0.27594593 ... 2.6265278 3.62389832], radius_max=[0.27594593 0.38073079 ... 3.62389832 5. ]\n", + "
with columns: cluster_id, ra, dec, z, radius, tangential_comp, cross_comp, W_l\n", + "
8 objects\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
cluster_idradeczradiustangential_compcross_compW_l
str5float64float64float64float64[10]float64[10]float64[10]float64[10]
613960.78565382938074-30.888219928885560.333342641592025760.26613622041729446 .. 4.3238536847487845-127382683091109.69 .. 14893298882430.727-428539658268248.9 .. -33753536423602.833.0620647902832833e-31 .. 6.438473618718639e-29
1099960.82553784920792-30.516393686812560.34901306033134460.0 .. 4.2902619601648850.0 .. -47994007048813.390.0 .. 15740953390154.6020.0 .. 1.0968589954220527e-28
852360.48861752387501-30.6851304538598240.37233015894889830.24232813155900454 .. 4.35839224438074983285341970697.34 .. -7586386351191.212319420308457640.25 .. -23637792674743.323.8137836394076364e-31 .. 1.253997386405646e-28
1746260.90715205643431-30.245138723529050.25462272763252260.2489519314194748 .. 4.333180858932144-58437991991323.17 .. 11934595817078.262325196591247647.5 .. -39097583182945.117.166867884725944e-31 .. 1.0409666408158422e-28
3055360.745430693132285-30.7228319953956940.234313622117042540.24085341216150016 .. 4.308890955136449423947551992797.6 .. -20956913283666.07-392021282972053.4 .. -28840829347100.7421.1407795885039048e-30 .. 1.2867122936722198e-28
3263460.13513592278265-30.186300758376880.286745965480804440.238969451237102 .. 4.334249240929135346677479789766.25 .. 37400388142697.46616135024819341.0 .. -18907277869872.548.889566916615867e-31 .. 7.316669589242403e-29
2593760.65087062021594-30.0354464209718370.3449363410472870.2524364573214339 .. 4.344836997581819-160001833659904.75 .. -66452687525606.88176819019087057.03 .. 5091502654421.05.362465323809861e-31 .. 8.404860665340643e-29
2634660.32661050735002-30.9395064555434730.240440875291824340.22143396975490834 .. 4.312027365104646-1066956333723746.0 .. 52940670577613.97125221986038851.45 .. 41431273626923.814.370825702158816e-31 .. 9.40226989251112e-29
" + ], + "text/plain": [ + "GCData(cosmo='CCLCosmology(H0=71.0, Omega_dm0=0.2199999, Omega_b0=0.0448, Omega_k0=0.0)', bin_units='mpc', radius_min=[0.2 0.27594593 ... 2.6265278 3.62389832], radius_max=[0.27594593 0.38073079 ... 3.62389832 5. ], columns: cluster_id, ra, dec, z, radius, tangential_comp, cross_comp, W_l)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pandas as pd\n", + "file_path = \"/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mean_ds.hdf5\"\n", + "file_path = \"/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_0.pkl\"\n", + "\n", + "\n", + "import pickle\n", + "\n", + "with open(file_path, \"rb\") as f:\n", + " data = pickle.load(f)\n", + " \n", + "print(data)\n", + "print(type(data))\n", + "print(data.keys())\n", + "clmm_ensemble = data[\"bin_zbin_0_richbin_0\"][\"clmm_cluster_ensemble\"]\n", + "display(clmm_ensemble.data)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, "id": "df5e4d5c", "metadata": { "scrolled": true @@ -1143,1486 +1255,2060 @@ "output_type": "stream", "text": [ "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mean_ds.hdf5\n", + "[0.2 0.27594593 0.38073079 0.52530556 0.72477966 1.\n", + " 1.37972966 1.90365394 2.6265278 3.62389832 5. ]\n", + "celestial\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.78565382938074 -30.88821992888556 ... 19.576345443725586 6139.0\n", + " 60.82553784920792 -30.51639368681256 ... 12.238702774047852 10999.0\n", + " 60.48861752387501 -30.685130453859824 ... 11.491209030151367 8523.0\n", + " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", + "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", + " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", + " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", + " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", "Ncluster 8\n", - "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4589 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6639 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6842 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6868 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8508 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5863 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4941 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6439 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "delta_sigma\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4680 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6780 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 7041 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6914 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8544 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5920 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 5029 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6473 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.15338004389374 -30.84990249476992 ... 18.844106674194336 4434.0\n", + "60.189275063181576 -30.261930359760694 ... 11.216619491577148 7121.0\n", + "60.162780713167805 -30.170345889294776 ... 10.896265029907227 8547.0\n", + " 60.12763083127777 -30.337487070312562 ... 14.877813339233398 7698.0\n", + "60.125099176098004 -30.74426694177359 ... 10.484380722045898 10146.0\n", + " 60.73839715022432 -30.24290857660279 ... 11.109834671020508 14476.0\n", + " 60.48457755028719 -30.793019321280497 ... 8.928373336791992 16657.0\n", + "60.054429554416735 -30.35999306037265 ... 8.974138259887695 13039.0\n", + " 60.74426729449158 -30.770085575179923 ... 8.791078567504883 15382.0\n", + " 60.98354871793877 -30.996867303772337 ... 7.753740310668945 17011.0\n", + " ... ... ... ... ...\n", + " 60.77015429510177 -30.34177092134464 ... 6.640127182006836 37007.0\n", + " 60.77792158728647 -30.402391010530195 ... 5.953653335571289 44685.0\n", + " 60.03038636114792 -30.54048705270219 ... 8.50123405456543 25976.0\n", + "60.259817099939376 -30.82307688704441 ... 7.555425643920898 31596.0\n", + "60.881889055158645 -30.264969356070143 ... 5.312944412231445 26938.0\n", + " 60.19229962876435 -30.93397045748159 ... 5.785848617553711 62882.0\n", + " 60.71050096971124 -30.749563544549957 ... 5.175649642944336 16567.0\n", + "60.165975063232715 -30.665596607330865 ... 5.968908309936523 41321.0\n", + " 60.88425228697305 -30.334392706687627 ... 5.496004104614258 52451.0\n", + " 60.52944165719066 -30.104073019519454 ... 5.404474258422852 78132.0\n", + "Length = 28 rows\n", "Ncluster 28\n", - "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2384 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 4123 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3492 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3825 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2711 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3569 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4520 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3419 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3478 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1652 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1987 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3424 theta_max is 25.547593749801187 arcmin = 9.99822198804875 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2374 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3876 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2650 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2554 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2727 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2392 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4344 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5448 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2574 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3405 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3956 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 3107 theta_max is 30.670825674905267 arcmin = 9.998156030222507 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 4012 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2882 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 3045 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3816 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "delta_sigma\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2298 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 4205 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3553 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3888 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2615 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3499 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4506 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3474 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3375 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1637 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1911 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3279 theta_max is 25.547593749801187 arcmin = 9.99822198804875 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2346 theta_max is 25.06481983291806 arcmin = 9.999202905782296 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3916 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2534 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2527 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2760 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2483 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4301 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5535 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2451 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3392 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 4003 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 3191 theta_max is 30.670825674905267 arcmin = 9.998156030222507 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3983 theta_max is 27.510533005748172 arcmin = 9.9929605554029 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2756 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 3003 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3861 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.24684072721323 -30.234968978217807 ... 50.26935577392578 827.0\n", + " 60.33037603819723 -30.155166403646447 ... 31.856599807739258 1985.0\n", + " 60.19798610694177 -30.288558532393417 ... 13.748945236206055 1632.0\n", + " 60.46305004484695 -30.4771453673221 ... 26.303789138793945 2678.0\n", + " 60.31124209468067 -30.644137931021007 ... 21.7120418548584 3939.0\n", + " 60.40601451137022 -30.889199256471997 ... 21.16286277770996 4709.0\n", + " 60.07871737759909 -30.87961443163394 ... 13.886240005493164 9429.0\n", + "60.326126517158364 -30.91291736913871 ... 7.997819900512695 11300.0\n", + " 60.3906485346257 -30.32504676069136 ... 8.272409439086914 21385.0\n", + " 60.56281963421085 -30.52347796810624 ... 7.341856002807617 21815.0\n", + " 60.42104325395154 -30.74695605874455 ... 8.36393928527832 27728.0\n", + " 60.29059774704672 -30.590332518294673 ... 7.936800003051758 30757.0\n", + " 60.18626761923588 -30.167117729820564 ... 10.881010055541992 17777.0\n", + " 60.13800305274047 -30.072928539498086 ... 8.074094772338867 24386.0\n", + " 60.29901520853626 -30.73384245958468 ... 6.045183181762695 48725.0\n", + " 60.32954746480673 -30.24791761027524 ... 6.502832412719727 27260.0\n", + " 60.47484833897218 -30.719415767017235 ... 6.197732925415039 36608.0\n", + "60.898622679672854 -30.329981860471364 ... 7.997819900512695 74483.0\n", + " 60.87221651027329 -30.00554561545366 ... 6.075693130493164 51057.0\n", + "60.702276976193374 -30.33353933696586 ... 7.067266464233398 14210.0\n", + " 60.63490889446615 -30.21708448572835 ... 6.65538215637207 33410.0\n", "Ncluster 21\n", - "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2765 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2730 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2652 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 4221 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 2343 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1880 theta_max is 22.9175357006242 arcmin = 9.998831771139187 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1450 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1652 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 3121 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 4303 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3453 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3657 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1559 theta_max is 22.21288881987206 arcmin = 9.999094384000774 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1755 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 3105 theta_max is 24.789122304659266 arcmin = 9.995024313779828 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2631 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3450 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1903 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1697 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2968 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 3194 theta_max is 23.970879182832753 arcmin = 9.999780508114759 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "delta_sigma\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2612 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2579 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2522 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 4021 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 2146 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1701 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1352 theta_max is 23.847046730197572 arcmin = 9.999836750321784 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1487 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 3004 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 4175 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3331 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3555 theta_max is 24.82604391962198 arcmin = 9.998245594930532 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1443 theta_max is 22.21288881987206 arcmin = 9.999094384000774 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1670 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2980 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2547 theta_max is 23.03283824094242 arcmin = 9.99298964682421 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3239 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1837 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1669 theta_max is 24.573151826851365 arcmin = 9.985279322137343 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2896 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 3094 theta_max is 23.96410763697689 arcmin = 9.9969556650315 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + "60.486600234305534 -30.987929801464272 ... 25.281705856323242 2453.0\n", + " 60.86101302191349 -30.208113720652296 ... 19.820425033569336 4643.0\n", + " 60.93930110680046 -30.233165835592462 ... 11.323404312133789 8995.0\n", + " 60.92817627490327 -30.000803300701442 ... 12.421762466430664 9029.0\n", + " 60.23010184176201 -30.827430134550788 ... 6.579107284545898 29784.0\n", + " 60.55483814763497 -30.280744807372972 ... 6.716402053833008 35316.0\n", + " 60.598383979704 -30.83078557952782 ... 5.08411979675293 59428.0\n", + " 60.68142437164906 -30.915916676909713 ... 5.221414566040039 25770.0\n", + " 60.96024036136846 -30.14627416305006 ... 5.938398361206055 59302.0\n", + "60.719160516887946 -30.12308648557638 ... 5.557024002075195 53335.0\n", + " 60.01938474788308 -30.82153353230635 ... 5.602788925170898 52141.0\n", "Ncluster 11\n", - "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 1137 theta_max is 21.95463152477388 arcmin = 9.998536516986524 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1446 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 965 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 825 theta_max is 21.667407392522133 arcmin = 9.984097523100175 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 1347 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 2108 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1696 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 1008 theta_max is 20.746420709292515 arcmin = 9.99338683887611 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 59302.0 at z= 0.997758150100708 with n_source = 778 theta_max is 20.665582251992163 arcmin = 9.99718210559031 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1511 theta_max is 21.509886623988567 arcmin = 9.997413918565298 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 791 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "delta_sigma\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 1017 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1265 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 765 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 753 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 1140 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1775 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1463 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 807 theta_max is 20.749777509917138 arcmin = 9.995003783198838 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 623 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1313 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 634 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mode_ds.hdf5\n", + "[0.2 0.27594593 0.38073079 0.52530556 0.72477966 1.\n", + " 1.37972966 1.90365394 2.6265278 3.62389832 5. ]\n", + "celestial\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.78565382938074 -30.88821992888556 ... 19.576345443725586 6139.0\n", + " 60.82553784920792 -30.51639368681256 ... 12.238702774047852 10999.0\n", + " 60.48861752387501 -30.685130453859824 ... 11.491209030151367 8523.0\n", + " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", + "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", + " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", + " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", + " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", "Ncluster 8\n", + "delta_sigma\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4496 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6508 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6645 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6793 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8401 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5806 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4852 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6358 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.15338004389374 -30.84990249476992 ... 18.844106674194336 4434.0\n", + "60.189275063181576 -30.261930359760694 ... 11.216619491577148 7121.0\n", + "60.162780713167805 -30.170345889294776 ... 10.896265029907227 8547.0\n", + " 60.12763083127777 -30.337487070312562 ... 14.877813339233398 7698.0\n", + "60.125099176098004 -30.74426694177359 ... 10.484380722045898 10146.0\n", + " 60.73839715022432 -30.24290857660279 ... 11.109834671020508 14476.0\n", + " 60.48457755028719 -30.793019321280497 ... 8.928373336791992 16657.0\n", + "60.054429554416735 -30.35999306037265 ... 8.974138259887695 13039.0\n", + " 60.74426729449158 -30.770085575179923 ... 8.791078567504883 15382.0\n", + " 60.98354871793877 -30.996867303772337 ... 7.753740310668945 17011.0\n", + " ... ... ... ... ...\n", + " 60.77015429510177 -30.34177092134464 ... 6.640127182006836 37007.0\n", + " 60.77792158728647 -30.402391010530195 ... 5.953653335571289 44685.0\n", + " 60.03038636114792 -30.54048705270219 ... 8.50123405456543 25976.0\n", + "60.259817099939376 -30.82307688704441 ... 7.555425643920898 31596.0\n", + "60.881889055158645 -30.264969356070143 ... 5.312944412231445 26938.0\n", + " 60.19229962876435 -30.93397045748159 ... 5.785848617553711 62882.0\n", + " 60.71050096971124 -30.749563544549957 ... 5.175649642944336 16567.0\n", + "60.165975063232715 -30.665596607330865 ... 5.968908309936523 41321.0\n", + " 60.88425228697305 -30.334392706687627 ... 5.496004104614258 52451.0\n", + " 60.52944165719066 -30.104073019519454 ... 5.404474258422852 78132.0\n", + "Length = 28 rows\n", "Ncluster 28\n", + "delta_sigma\n", "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2149 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3903 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3294 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3589 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2477 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3236 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4237 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3203 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3217 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1554 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1814 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3100 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2161 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3646 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2372 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2313 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2529 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2263 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4094 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5253 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2305 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3178 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3770 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2946 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3765 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2588 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2760 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3542 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.24684072721323 -30.234968978217807 ... 50.26935577392578 827.0\n", + " 60.33037603819723 -30.155166403646447 ... 31.856599807739258 1985.0\n", + " 60.19798610694177 -30.288558532393417 ... 13.748945236206055 1632.0\n", + " 60.46305004484695 -30.4771453673221 ... 26.303789138793945 2678.0\n", + " 60.31124209468067 -30.644137931021007 ... 21.7120418548584 3939.0\n", + " 60.40601451137022 -30.889199256471997 ... 21.16286277770996 4709.0\n", + " 60.07871737759909 -30.87961443163394 ... 13.886240005493164 9429.0\n", + "60.326126517158364 -30.91291736913871 ... 7.997819900512695 11300.0\n", + " 60.3906485346257 -30.32504676069136 ... 8.272409439086914 21385.0\n", + " 60.56281963421085 -30.52347796810624 ... 7.341856002807617 21815.0\n", + " 60.42104325395154 -30.74695605874455 ... 8.36393928527832 27728.0\n", + " 60.29059774704672 -30.590332518294673 ... 7.936800003051758 30757.0\n", + " 60.18626761923588 -30.167117729820564 ... 10.881010055541992 17777.0\n", + " 60.13800305274047 -30.072928539498086 ... 8.074094772338867 24386.0\n", + " 60.29901520853626 -30.73384245958468 ... 6.045183181762695 48725.0\n", + " 60.32954746480673 -30.24791761027524 ... 6.502832412719727 27260.0\n", + " 60.47484833897218 -30.719415767017235 ... 6.197732925415039 36608.0\n", + "60.898622679672854 -30.329981860471364 ... 7.997819900512695 74483.0\n", + " 60.87221651027329 -30.00554561545366 ... 6.075693130493164 51057.0\n", + "60.702276976193374 -30.33353933696586 ... 7.067266464233398 14210.0\n", + " 60.63490889446615 -30.21708448572835 ... 6.65538215637207 33410.0\n", "Ncluster 21\n", + "delta_sigma\n", "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2456 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2413 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2346 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3782 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1830 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1511 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1219 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1321 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2637 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3863 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3115 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3282 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1247 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1586 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2779 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2228 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3056 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1528 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1560 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2515 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2800 theta_max is 23.96410763697689 arcmin = 9.9969556650315 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + "60.486600234305534 -30.987929801464272 ... 25.281705856323242 2453.0\n", + " 60.86101302191349 -30.208113720652296 ... 19.820425033569336 4643.0\n", + " 60.93930110680046 -30.233165835592462 ... 11.323404312133789 8995.0\n", + " 60.92817627490327 -30.000803300701442 ... 12.421762466430664 9029.0\n", + " 60.23010184176201 -30.827430134550788 ... 6.579107284545898 29784.0\n", + " 60.55483814763497 -30.280744807372972 ... 6.716402053833008 35316.0\n", + " 60.598383979704 -30.83078557952782 ... 5.08411979675293 59428.0\n", + " 60.68142437164906 -30.915916676909713 ... 5.221414566040039 25770.0\n", + " 60.96024036136846 -30.14627416305006 ... 5.938398361206055 59302.0\n", + "60.719160516887946 -30.12308648557638 ... 5.557024002075195 53335.0\n", + " 60.01938474788308 -30.82153353230635 ... 5.602788925170898 52141.0\n", "Ncluster 11\n", + "delta_sigma\n", "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 891 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1069 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 626 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 645 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 963 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1532 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1270 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 626 theta_max is 20.729156918041713 arcmin = 9.98507100711446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 514 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1152 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 558 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds.hdf5\n", + "[0.2 0.27594593 0.38073079 0.52530556 0.72477966 1.\n", + " 1.37972966 1.90365394 2.6265278 3.62389832 5. ]\n", + "celestial\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.78565382938074 -30.88821992888556 ... 19.576345443725586 6139.0\n", + " 60.82553784920792 -30.51639368681256 ... 12.238702774047852 10999.0\n", + " 60.48861752387501 -30.685130453859824 ... 11.491209030151367 8523.0\n", + " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", + "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", + " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", + " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", + " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", "Ncluster 8\n", + "delta_sigma\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.15338004389374 -30.84990249476992 ... 18.844106674194336 4434.0\n", + "60.189275063181576 -30.261930359760694 ... 11.216619491577148 7121.0\n", + "60.162780713167805 -30.170345889294776 ... 10.896265029907227 8547.0\n", + " 60.12763083127777 -30.337487070312562 ... 14.877813339233398 7698.0\n", + "60.125099176098004 -30.74426694177359 ... 10.484380722045898 10146.0\n", + " 60.73839715022432 -30.24290857660279 ... 11.109834671020508 14476.0\n", + " 60.48457755028719 -30.793019321280497 ... 8.928373336791992 16657.0\n", + "60.054429554416735 -30.35999306037265 ... 8.974138259887695 13039.0\n", + " 60.74426729449158 -30.770085575179923 ... 8.791078567504883 15382.0\n", + " 60.98354871793877 -30.996867303772337 ... 7.753740310668945 17011.0\n", + " ... ... ... ... ...\n", + " 60.77015429510177 -30.34177092134464 ... 6.640127182006836 37007.0\n", + " 60.77792158728647 -30.402391010530195 ... 5.953653335571289 44685.0\n", + " 60.03038636114792 -30.54048705270219 ... 8.50123405456543 25976.0\n", + "60.259817099939376 -30.82307688704441 ... 7.555425643920898 31596.0\n", + "60.881889055158645 -30.264969356070143 ... 5.312944412231445 26938.0\n", + " 60.19229962876435 -30.93397045748159 ... 5.785848617553711 62882.0\n", + " 60.71050096971124 -30.749563544549957 ... 5.175649642944336 16567.0\n", + "60.165975063232715 -30.665596607330865 ... 5.968908309936523 41321.0\n", + " 60.88425228697305 -30.334392706687627 ... 5.496004104614258 52451.0\n", + " 60.52944165719066 -30.104073019519454 ... 5.404474258422852 78132.0\n", + "Length = 28 rows\n", "Ncluster 28\n", + "delta_sigma\n", "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.24684072721323 -30.234968978217807 ... 50.26935577392578 827.0\n", + " 60.33037603819723 -30.155166403646447 ... 31.856599807739258 1985.0\n", + " 60.19798610694177 -30.288558532393417 ... 13.748945236206055 1632.0\n", + " 60.46305004484695 -30.4771453673221 ... 26.303789138793945 2678.0\n", + " 60.31124209468067 -30.644137931021007 ... 21.7120418548584 3939.0\n", + " 60.40601451137022 -30.889199256471997 ... 21.16286277770996 4709.0\n", + " 60.07871737759909 -30.87961443163394 ... 13.886240005493164 9429.0\n", + "60.326126517158364 -30.91291736913871 ... 7.997819900512695 11300.0\n", + " 60.3906485346257 -30.32504676069136 ... 8.272409439086914 21385.0\n", + " 60.56281963421085 -30.52347796810624 ... 7.341856002807617 21815.0\n", + " 60.42104325395154 -30.74695605874455 ... 8.36393928527832 27728.0\n", + " 60.29059774704672 -30.590332518294673 ... 7.936800003051758 30757.0\n", + " 60.18626761923588 -30.167117729820564 ... 10.881010055541992 17777.0\n", + " 60.13800305274047 -30.072928539498086 ... 8.074094772338867 24386.0\n", + " 60.29901520853626 -30.73384245958468 ... 6.045183181762695 48725.0\n", + " 60.32954746480673 -30.24791761027524 ... 6.502832412719727 27260.0\n", + " 60.47484833897218 -30.719415767017235 ... 6.197732925415039 36608.0\n", + "60.898622679672854 -30.329981860471364 ... 7.997819900512695 74483.0\n", + " 60.87221651027329 -30.00554561545366 ... 6.075693130493164 51057.0\n", + "60.702276976193374 -30.33353933696586 ... 7.067266464233398 14210.0\n", + " 60.63490889446615 -30.21708448572835 ... 6.65538215637207 33410.0\n", "Ncluster 21\n", + "delta_sigma\n", "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + "60.486600234305534 -30.987929801464272 ... 25.281705856323242 2453.0\n", + " 60.86101302191349 -30.208113720652296 ... 19.820425033569336 4643.0\n", + " 60.93930110680046 -30.233165835592462 ... 11.323404312133789 8995.0\n", + " 60.92817627490327 -30.000803300701442 ... 12.421762466430664 9029.0\n", + " 60.23010184176201 -30.827430134550788 ... 6.579107284545898 29784.0\n", + " 60.55483814763497 -30.280744807372972 ... 6.716402053833008 35316.0\n", + " 60.598383979704 -30.83078557952782 ... 5.08411979675293 59428.0\n", + " 60.68142437164906 -30.915916676909713 ... 5.221414566040039 25770.0\n", + " 60.96024036136846 -30.14627416305006 ... 5.938398361206055 59302.0\n", + "60.719160516887946 -30.12308648557638 ... 5.557024002075195 53335.0\n", + " 60.01938474788308 -30.82153353230635 ... 5.602788925170898 52141.0\n", "Ncluster 11\n", + "delta_sigma\n", "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_ds_shape.hdf5\n", + "[0.2 0.27594593 0.38073079 0.52530556 0.72477966 1.\n", + " 1.37972966 1.90365394 2.6265278 3.62389832 5. ]\n", + "celestial\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.78565382938074 -30.88821992888556 ... 19.576345443725586 6139.0\n", + " 60.82553784920792 -30.51639368681256 ... 12.238702774047852 10999.0\n", + " 60.48861752387501 -30.685130453859824 ... 11.491209030151367 8523.0\n", + " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", + "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", + " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", + " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", + " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", "Ncluster 8\n", + "delta_sigma\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.15338004389374 -30.84990249476992 ... 18.844106674194336 4434.0\n", + "60.189275063181576 -30.261930359760694 ... 11.216619491577148 7121.0\n", + "60.162780713167805 -30.170345889294776 ... 10.896265029907227 8547.0\n", + " 60.12763083127777 -30.337487070312562 ... 14.877813339233398 7698.0\n", + "60.125099176098004 -30.74426694177359 ... 10.484380722045898 10146.0\n", + " 60.73839715022432 -30.24290857660279 ... 11.109834671020508 14476.0\n", + " 60.48457755028719 -30.793019321280497 ... 8.928373336791992 16657.0\n", + "60.054429554416735 -30.35999306037265 ... 8.974138259887695 13039.0\n", + " 60.74426729449158 -30.770085575179923 ... 8.791078567504883 15382.0\n", + " 60.98354871793877 -30.996867303772337 ... 7.753740310668945 17011.0\n", + " ... ... ... ... ...\n", + " 60.77015429510177 -30.34177092134464 ... 6.640127182006836 37007.0\n", + " 60.77792158728647 -30.402391010530195 ... 5.953653335571289 44685.0\n", + " 60.03038636114792 -30.54048705270219 ... 8.50123405456543 25976.0\n", + "60.259817099939376 -30.82307688704441 ... 7.555425643920898 31596.0\n", + "60.881889055158645 -30.264969356070143 ... 5.312944412231445 26938.0\n", + " 60.19229962876435 -30.93397045748159 ... 5.785848617553711 62882.0\n", + " 60.71050096971124 -30.749563544549957 ... 5.175649642944336 16567.0\n", + "60.165975063232715 -30.665596607330865 ... 5.968908309936523 41321.0\n", + " 60.88425228697305 -30.334392706687627 ... 5.496004104614258 52451.0\n", + " 60.52944165719066 -30.104073019519454 ... 5.404474258422852 78132.0\n", + "Length = 28 rows\n", "Ncluster 28\n", + "delta_sigma\n", "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.24684072721323 -30.234968978217807 ... 50.26935577392578 827.0\n", + " 60.33037603819723 -30.155166403646447 ... 31.856599807739258 1985.0\n", + " 60.19798610694177 -30.288558532393417 ... 13.748945236206055 1632.0\n", + " 60.46305004484695 -30.4771453673221 ... 26.303789138793945 2678.0\n", + " 60.31124209468067 -30.644137931021007 ... 21.7120418548584 3939.0\n", + " 60.40601451137022 -30.889199256471997 ... 21.16286277770996 4709.0\n", + " 60.07871737759909 -30.87961443163394 ... 13.886240005493164 9429.0\n", + "60.326126517158364 -30.91291736913871 ... 7.997819900512695 11300.0\n", + " 60.3906485346257 -30.32504676069136 ... 8.272409439086914 21385.0\n", + " 60.56281963421085 -30.52347796810624 ... 7.341856002807617 21815.0\n", + " 60.42104325395154 -30.74695605874455 ... 8.36393928527832 27728.0\n", + " 60.29059774704672 -30.590332518294673 ... 7.936800003051758 30757.0\n", + " 60.18626761923588 -30.167117729820564 ... 10.881010055541992 17777.0\n", + " 60.13800305274047 -30.072928539498086 ... 8.074094772338867 24386.0\n", + " 60.29901520853626 -30.73384245958468 ... 6.045183181762695 48725.0\n", + " 60.32954746480673 -30.24791761027524 ... 6.502832412719727 27260.0\n", + " 60.47484833897218 -30.719415767017235 ... 6.197732925415039 36608.0\n", + "60.898622679672854 -30.329981860471364 ... 7.997819900512695 74483.0\n", + " 60.87221651027329 -30.00554561545366 ... 6.075693130493164 51057.0\n", + "60.702276976193374 -30.33353933696586 ... 7.067266464233398 14210.0\n", + " 60.63490889446615 -30.21708448572835 ... 6.65538215637207 33410.0\n", "Ncluster 21\n", + "delta_sigma\n", "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + "60.486600234305534 -30.987929801464272 ... 25.281705856323242 2453.0\n", + " 60.86101302191349 -30.208113720652296 ... 19.820425033569336 4643.0\n", + " 60.93930110680046 -30.233165835592462 ... 11.323404312133789 8995.0\n", + " 60.92817627490327 -30.000803300701442 ... 12.421762466430664 9029.0\n", + " 60.23010184176201 -30.827430134550788 ... 6.579107284545898 29784.0\n", + " 60.55483814763497 -30.280744807372972 ... 6.716402053833008 35316.0\n", + " 60.598383979704 -30.83078557952782 ... 5.08411979675293 59428.0\n", + " 60.68142437164906 -30.915916676909713 ... 5.221414566040039 25770.0\n", + " 60.96024036136846 -30.14627416305006 ... 5.938398361206055 59302.0\n", + "60.719160516887946 -30.12308648557638 ... 5.557024002075195 53335.0\n", + " 60.01938474788308 -30.82153353230635 ... 5.602788925170898 52141.0\n", "Ncluster 11\n", + "delta_sigma\n", "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "delta_sigma\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'delta_sigma'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mean_gamma.hdf5\n", + "[ 5. 5.98115599 7.15484541 8.5588493 10.23836256 12.24744871\n", + " 14.65078026 17.52572043 20.96481356 25.07876406 30. ]\n", + "celestial\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.78565382938074 -30.88821992888556 ... 19.576345443725586 6139.0\n", + " 60.82553784920792 -30.51639368681256 ... 12.238702774047852 10999.0\n", + " 60.48861752387501 -30.685130453859824 ... 11.491209030151367 8523.0\n", + " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", + "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", + " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", + " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", + " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", "Ncluster 8\n", - "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4589 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6639 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6842 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6868 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8508 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5863 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4941 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6439 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "reduced_shear\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 5685 theta_max is 39.99849857377121 arcmin = 11.416956260647936 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 7812 theta_max is 39.997606637253185 arcmin = 11.77089560690947 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 8175 theta_max is 39.99123353163466 arcmin = 12.273781173170622 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6259 theta_max is 39.99917205951719 arcmin = 9.439318656884389 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7592 theta_max is 39.99966337276127 arcmin = 8.87046567917104 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 6120 theta_max is 39.996295903355936 arcmin = 10.287590862387045 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 5873 theta_max is 39.98636209469682 arcmin = 11.676644557571683 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5704 theta_max is 39.991609089349794 arcmin = 9.043026665191684 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.15338004389374 -30.84990249476992 ... 18.844106674194336 4434.0\n", + "60.189275063181576 -30.261930359760694 ... 11.216619491577148 7121.0\n", + "60.162780713167805 -30.170345889294776 ... 10.896265029907227 8547.0\n", + " 60.12763083127777 -30.337487070312562 ... 14.877813339233398 7698.0\n", + "60.125099176098004 -30.74426694177359 ... 10.484380722045898 10146.0\n", + " 60.73839715022432 -30.24290857660279 ... 11.109834671020508 14476.0\n", + " 60.48457755028719 -30.793019321280497 ... 8.928373336791992 16657.0\n", + "60.054429554416735 -30.35999306037265 ... 8.974138259887695 13039.0\n", + " 60.74426729449158 -30.770085575179923 ... 8.791078567504883 15382.0\n", + " 60.98354871793877 -30.996867303772337 ... 7.753740310668945 17011.0\n", + " ... ... ... ... ...\n", + " 60.77015429510177 -30.34177092134464 ... 6.640127182006836 37007.0\n", + " 60.77792158728647 -30.402391010530195 ... 5.953653335571289 44685.0\n", + " 60.03038636114792 -30.54048705270219 ... 8.50123405456543 25976.0\n", + "60.259817099939376 -30.82307688704441 ... 7.555425643920898 31596.0\n", + "60.881889055158645 -30.264969356070143 ... 5.312944412231445 26938.0\n", + " 60.19229962876435 -30.93397045748159 ... 5.785848617553711 62882.0\n", + " 60.71050096971124 -30.749563544549957 ... 5.175649642944336 16567.0\n", + "60.165975063232715 -30.665596607330865 ... 5.968908309936523 41321.0\n", + " 60.88425228697305 -30.334392706687627 ... 5.496004104614258 52451.0\n", + " 60.52944165719066 -30.104073019519454 ... 5.404474258422852 78132.0\n", + "Length = 28 rows\n", "Ncluster 28\n", - "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2384 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 4123 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3492 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3825 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2711 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3569 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4520 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3419 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3478 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1652 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1987 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3424 theta_max is 25.547593749801187 arcmin = 9.99822198804875 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2374 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3876 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2650 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2554 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2727 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2392 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4344 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5448 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2574 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3405 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3956 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 3107 theta_max is 30.670825674905267 arcmin = 9.998156030222507 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 4012 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2882 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 3045 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3816 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "reduced_shear\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 4727 theta_max is 39.99767658284489 arcmin = 15.264978332996348 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 6586 theta_max is 39.99869143477182 arcmin = 14.056649822668588 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 5807 theta_max is 39.99572559381259 arcmin = 14.003261010860053 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 6403 theta_max is 39.99764661962563 arcmin = 14.323198908582459 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 5197 theta_max is 39.99999205749859 arcmin = 15.361793241829018 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 6185 theta_max is 39.999618675912096 arcmin = 15.69955863272943 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 6562 theta_max is 39.99801520337147 arcmin = 14.387793564830185 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 5860 theta_max is 39.98663278635262 arcmin = 14.305849292235463 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 6154 theta_max is 39.990695921821704 arcmin = 14.93941982772156 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 3308 theta_max is 39.999691777163676 arcmin = 13.873186116216047 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 4083 theta_max is 39.9861498341926 arcmin = 15.365064773763875 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 6305 theta_max is 39.999864370108135 arcmin = 15.654214928452708 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 4675 theta_max is 39.96896968648442 arcmin = 15.944971497674283 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 6214 theta_max is 39.992847462486466 arcmin = 14.623000374114433 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 5253 theta_max is 39.997925180064314 arcmin = 15.972158073311629 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 4922 theta_max is 39.993632363846004 arcmin = 15.948097564474654 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 5175 theta_max is 39.993941520860965 arcmin = 15.091478283044315 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 4048 theta_max is 39.997976481341055 arcmin = 13.448522979490921 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 7069 theta_max is 39.99185887221718 arcmin = 14.91246735459261 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 7755 theta_max is 39.985919489061494 arcmin = 13.552976066696582 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 5129 theta_max is 39.99230749302912 arcmin = 15.679087756313216 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 5900 theta_max is 39.9942283648024 arcmin = 14.353067298376835 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 6207 theta_max is 39.99745782758009 arcmin = 13.818198406979644 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 4920 theta_max is 39.99511232518443 arcmin = 13.037711397533295 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 6625 theta_max is 39.99875341331086 arcmin = 14.52919741834832 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 5672 theta_max is 39.995482364926886 arcmin = 15.999364216353017 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 5690 theta_max is 39.99564931933704 arcmin = 15.961358171665395 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 5820 theta_max is 39.986083384779235 arcmin = 15.082740295526968 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.24684072721323 -30.234968978217807 ... 50.26935577392578 827.0\n", + " 60.33037603819723 -30.155166403646447 ... 31.856599807739258 1985.0\n", + " 60.19798610694177 -30.288558532393417 ... 13.748945236206055 1632.0\n", + " 60.46305004484695 -30.4771453673221 ... 26.303789138793945 2678.0\n", + " 60.31124209468067 -30.644137931021007 ... 21.7120418548584 3939.0\n", + " 60.40601451137022 -30.889199256471997 ... 21.16286277770996 4709.0\n", + " 60.07871737759909 -30.87961443163394 ... 13.886240005493164 9429.0\n", + "60.326126517158364 -30.91291736913871 ... 7.997819900512695 11300.0\n", + " 60.3906485346257 -30.32504676069136 ... 8.272409439086914 21385.0\n", + " 60.56281963421085 -30.52347796810624 ... 7.341856002807617 21815.0\n", + " 60.42104325395154 -30.74695605874455 ... 8.36393928527832 27728.0\n", + " 60.29059774704672 -30.590332518294673 ... 7.936800003051758 30757.0\n", + " 60.18626761923588 -30.167117729820564 ... 10.881010055541992 17777.0\n", + " 60.13800305274047 -30.072928539498086 ... 8.074094772338867 24386.0\n", + " 60.29901520853626 -30.73384245958468 ... 6.045183181762695 48725.0\n", + " 60.32954746480673 -30.24791761027524 ... 6.502832412719727 27260.0\n", + " 60.47484833897218 -30.719415767017235 ... 6.197732925415039 36608.0\n", + "60.898622679672854 -30.329981860471364 ... 7.997819900512695 74483.0\n", + " 60.87221651027329 -30.00554561545366 ... 6.075693130493164 51057.0\n", + "60.702276976193374 -30.33353933696586 ... 7.067266464233398 14210.0\n", + " 60.63490889446615 -30.21708448572835 ... 6.65538215637207 33410.0\n", "Ncluster 21\n", - "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2765 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2730 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2652 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 4221 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 2343 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1880 theta_max is 22.9175357006242 arcmin = 9.998831771139187 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1450 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1652 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 3121 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 4303 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3453 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3657 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1559 theta_max is 22.21288881987206 arcmin = 9.999094384000774 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1755 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 3105 theta_max is 24.789122304659266 arcmin = 9.995024313779828 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2631 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3450 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1903 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1697 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2968 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 3194 theta_max is 23.970879182832753 arcmin = 9.999780508114759 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "reduced_shear\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 5490 theta_max is 39.99911257779195 arcmin = 16.606155169281514 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 5255 theta_max is 39.98707719989212 arcmin = 16.54338917333829 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 5355 theta_max is 39.99636152481426 arcmin = 16.748907723402404 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 6907 theta_max is 39.88549551914432 arcmin = 16.318350928822703 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 4933 theta_max is 39.99867304531232 arcmin = 17.900632599104295 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 4120 theta_max is 39.98764983433197 arcmin = 17.44645623507492 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 3434 theta_max is 39.999281986461504 arcmin = 16.77299057279903 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 3841 theta_max is 39.99402359662001 arcmin = 17.438928932372693 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 5637 theta_max is 39.999289359061244 arcmin = 17.35628360036217 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 6975 theta_max is 39.987904547179646 arcmin = 16.23847238597252 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 5996 theta_max is 39.99704751510971 arcmin = 16.15945836751704 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 6669 theta_max is 39.994860561441826 arcmin = 16.107215459819642 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 3705 theta_max is 39.99248700091049 arcmin = 18.00255047489727 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 4093 theta_max is 39.99966858841431 arcmin = 16.319549322713407 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 5878 theta_max is 39.996992605843516 arcmin = 16.126868416730453 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 5174 theta_max is 39.99200735058658 arcmin = 17.350867106761637 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 6009 theta_max is 39.97902107517 arcmin = 16.50993986667565 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 4202 theta_max is 39.99900145876022 arcmin = 17.803673369359487 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 3696 theta_max is 39.9990065992476 arcmin = 16.25356227462331 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 5595 theta_max is 39.97465064308036 arcmin = 17.370407415915377 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 5616 theta_max is 39.942673702621356 arcmin = 16.66263330964984 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + "60.486600234305534 -30.987929801464272 ... 25.281705856323242 2453.0\n", + " 60.86101302191349 -30.208113720652296 ... 19.820425033569336 4643.0\n", + " 60.93930110680046 -30.233165835592462 ... 11.323404312133789 8995.0\n", + " 60.92817627490327 -30.000803300701442 ... 12.421762466430664 9029.0\n", + " 60.23010184176201 -30.827430134550788 ... 6.579107284545898 29784.0\n", + " 60.55483814763497 -30.280744807372972 ... 6.716402053833008 35316.0\n", + " 60.598383979704 -30.83078557952782 ... 5.08411979675293 59428.0\n", + " 60.68142437164906 -30.915916676909713 ... 5.221414566040039 25770.0\n", + " 60.96024036136846 -30.14627416305006 ... 5.938398361206055 59302.0\n", + "60.719160516887946 -30.12308648557638 ... 5.557024002075195 53335.0\n", + " 60.01938474788308 -30.82153353230635 ... 5.602788925170898 52141.0\n", "Ncluster 11\n", - "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 1137 theta_max is 21.95463152477388 arcmin = 9.998536516986524 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1446 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 965 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 825 theta_max is 21.667407392522133 arcmin = 9.984097523100175 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 1347 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 2108 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1696 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 1008 theta_max is 20.746420709292515 arcmin = 9.99338683887611 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 59302.0 at z= 0.997758150100708 with n_source = 778 theta_max is 20.665582251992163 arcmin = 9.99718210559031 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1511 theta_max is 21.509886623988567 arcmin = 9.997413918565298 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 791 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "reduced_shear\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 3090 theta_max is 39.98403491586502 arcmin = 18.209453105674843 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 3421 theta_max is 39.985549850013356 arcmin = 18.62263698458027 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 2588 theta_max is 39.99383024413935 arcmin = 19.293382675349786 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 2356 theta_max is 39.99299642462363 arcmin = 18.428322748121836 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 3371 theta_max is 39.980316966201784 arcmin = 18.622389243704273 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 4190 theta_max is 39.99486782560604 arcmin = 18.7941772458336 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 3708 theta_max is 39.99334007048798 arcmin = 18.546253521011813 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 2616 theta_max is 39.97043030385212 arcmin = 19.253440279643886 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 2228 theta_max is 39.99873071610677 arcmin = 19.349786039676676 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 3532 theta_max is 39.99859537124035 arcmin = 18.59063792746992 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 2354 theta_max is 39.99419929573963 arcmin = 18.86659009315268 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_mode_gamma.hdf5\n", + "[ 5. 5.98115599 7.15484541 8.5588493 10.23836256 12.24744871\n", + " 14.65078026 17.52572043 20.96481356 25.07876406 30. ]\n", + "celestial\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.78565382938074 -30.88821992888556 ... 19.576345443725586 6139.0\n", + " 60.82553784920792 -30.51639368681256 ... 12.238702774047852 10999.0\n", + " 60.48861752387501 -30.685130453859824 ... 11.491209030151367 8523.0\n", + " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", + "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", + " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", + " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", + " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", "Ncluster 8\n", - "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4496 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 6508 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6645 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6793 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 8401 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5806 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4852 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 6358 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "reduced_shear\n", + "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 5571 theta_max is 39.99849857377121 arcmin = 11.416956260647936 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 7661 theta_max is 39.997606637253185 arcmin = 11.77089560690947 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 7947 theta_max is 39.99123353163466 arcmin = 12.273781173170622 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6189 theta_max is 39.99917205951719 arcmin = 9.439318656884389 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7496 theta_max is 39.99966337276127 arcmin = 8.87046567917104 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 6060 theta_max is 39.996295903355936 arcmin = 10.287590862387045 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 25937.0 at z= 0.344936341047287 with n_source = 5765 theta_max is 39.98636209469682 arcmin = 11.676644557571683 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5627 theta_max is 39.991609089349794 arcmin = 9.043026665191684 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.15338004389374 -30.84990249476992 ... 18.844106674194336 4434.0\n", + "60.189275063181576 -30.261930359760694 ... 11.216619491577148 7121.0\n", + "60.162780713167805 -30.170345889294776 ... 10.896265029907227 8547.0\n", + " 60.12763083127777 -30.337487070312562 ... 14.877813339233398 7698.0\n", + "60.125099176098004 -30.74426694177359 ... 10.484380722045898 10146.0\n", + " 60.73839715022432 -30.24290857660279 ... 11.109834671020508 14476.0\n", + " 60.48457755028719 -30.793019321280497 ... 8.928373336791992 16657.0\n", + "60.054429554416735 -30.35999306037265 ... 8.974138259887695 13039.0\n", + " 60.74426729449158 -30.770085575179923 ... 8.791078567504883 15382.0\n", + " 60.98354871793877 -30.996867303772337 ... 7.753740310668945 17011.0\n", + " ... ... ... ... ...\n", + " 60.77015429510177 -30.34177092134464 ... 6.640127182006836 37007.0\n", + " 60.77792158728647 -30.402391010530195 ... 5.953653335571289 44685.0\n", + " 60.03038636114792 -30.54048705270219 ... 8.50123405456543 25976.0\n", + "60.259817099939376 -30.82307688704441 ... 7.555425643920898 31596.0\n", + "60.881889055158645 -30.264969356070143 ... 5.312944412231445 26938.0\n", + " 60.19229962876435 -30.93397045748159 ... 5.785848617553711 62882.0\n", + " 60.71050096971124 -30.749563544549957 ... 5.175649642944336 16567.0\n", + "60.165975063232715 -30.665596607330865 ... 5.968908309936523 41321.0\n", + " 60.88425228697305 -30.334392706687627 ... 5.496004104614258 52451.0\n", + " 60.52944165719066 -30.104073019519454 ... 5.404474258422852 78132.0\n", + "Length = 28 rows\n", "Ncluster 28\n", - "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 2149 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3903 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 3294 theta_max is 28.55885796955221 arcmin = 9.998997052364723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3589 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2477 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 3236 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 4237 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 3203 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 3217 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1554 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1814 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 3100 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 2161 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3646 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 2372 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 2313 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2529 theta_max is 26.499531713839232 arcmin = 9.999442219558453 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 2263 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 4094 theta_max is 26.80268821810453 arcmin = 9.994389466739195 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 5253 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 2305 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 3178 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3770 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2946 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3765 theta_max is 27.52216199611479 arcmin = 9.997184684466795 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2588 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2760 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 3542 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "reduced_shear\n", + "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 4282 theta_max is 39.99379152940089 arcmin = 15.263495615455932 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 6228 theta_max is 39.99869143477182 arcmin = 14.056649822668588 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 5483 theta_max is 39.99572559381259 arcmin = 14.003261010860053 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 5988 theta_max is 39.99764661962563 arcmin = 14.323198908582459 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 10146.0 at z= 0.548952579498291 with n_source = 4754 theta_max is 39.99999205749859 arcmin = 15.361793241829018 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 5603 theta_max is 39.999618675912096 arcmin = 15.69955863272943 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 6156 theta_max is 39.99801520337147 arcmin = 14.387793564830185 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 5466 theta_max is 39.98663278635262 arcmin = 14.305849292235463 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 5689 theta_max is 39.990695921821704 arcmin = 14.93941982772156 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 3126 theta_max is 39.98261225351531 arcmin = 13.867262385311568 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 3736 theta_max is 39.9834960706033 arcmin = 15.36404503944054 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 5739 theta_max is 39.999864370108135 arcmin = 15.654214928452708 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 4229 theta_max is 39.96896968648442 arcmin = 15.944971497674283 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 5813 theta_max is 39.992847462486466 arcmin = 14.623000374114433 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 4722 theta_max is 39.997925180064314 arcmin = 15.972158073311629 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 4443 theta_max is 39.993632363846004 arcmin = 15.948097564474654 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 4778 theta_max is 39.993941520860965 arcmin = 15.091478283044315 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 3844 theta_max is 39.997976481341055 arcmin = 13.448522979490921 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 6640 theta_max is 39.99185887221718 arcmin = 14.91246735459261 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 7471 theta_max is 39.985919489061494 arcmin = 13.552976066696582 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 4613 theta_max is 39.99230749302912 arcmin = 15.679087756313216 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 5515 theta_max is 39.9942283648024 arcmin = 14.353067298376835 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 5896 theta_max is 39.99745782758009 arcmin = 13.818198406979644 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 4686 theta_max is 39.99511232518443 arcmin = 13.037711397533295 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 6208 theta_max is 39.99875341331086 arcmin = 14.52919741834832 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 5126 theta_max is 39.995482364926886 arcmin = 15.999364216353017 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 5129 theta_max is 39.99564931933704 arcmin = 15.961358171665395 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 5359 theta_max is 39.986083384779235 arcmin = 15.082740295526968 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.24684072721323 -30.234968978217807 ... 50.26935577392578 827.0\n", + " 60.33037603819723 -30.155166403646447 ... 31.856599807739258 1985.0\n", + " 60.19798610694177 -30.288558532393417 ... 13.748945236206055 1632.0\n", + " 60.46305004484695 -30.4771453673221 ... 26.303789138793945 2678.0\n", + " 60.31124209468067 -30.644137931021007 ... 21.7120418548584 3939.0\n", + " 60.40601451137022 -30.889199256471997 ... 21.16286277770996 4709.0\n", + " 60.07871737759909 -30.87961443163394 ... 13.886240005493164 9429.0\n", + "60.326126517158364 -30.91291736913871 ... 7.997819900512695 11300.0\n", + " 60.3906485346257 -30.32504676069136 ... 8.272409439086914 21385.0\n", + " 60.56281963421085 -30.52347796810624 ... 7.341856002807617 21815.0\n", + " 60.42104325395154 -30.74695605874455 ... 8.36393928527832 27728.0\n", + " 60.29059774704672 -30.590332518294673 ... 7.936800003051758 30757.0\n", + " 60.18626761923588 -30.167117729820564 ... 10.881010055541992 17777.0\n", + " 60.13800305274047 -30.072928539498086 ... 8.074094772338867 24386.0\n", + " 60.29901520853626 -30.73384245958468 ... 6.045183181762695 48725.0\n", + " 60.32954746480673 -30.24791761027524 ... 6.502832412719727 27260.0\n", + " 60.47484833897218 -30.719415767017235 ... 6.197732925415039 36608.0\n", + "60.898622679672854 -30.329981860471364 ... 7.997819900512695 74483.0\n", + " 60.87221651027329 -30.00554561545366 ... 6.075693130493164 51057.0\n", + "60.702276976193374 -30.33353933696586 ... 7.067266464233398 14210.0\n", + " 60.63490889446615 -30.21708448572835 ... 6.65538215637207 33410.0\n", "Ncluster 21\n", - "For cluster 827.0 at z= 0.6460187435150146 with n_source = 2456 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 1985.0 at z= 0.641009509563446 with n_source = 2413 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 2346 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3782 theta_max is 24.438905116690172 arcmin = 9.99868811505508 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1830 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1511 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 1219 theta_max is 23.837032632611585 arcmin = 9.995637515833982 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1321 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2637 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3863 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 27728.0 at z= 0.608765184879303 with n_source = 3115 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 3282 theta_max is 24.80902403286646 arcmin = 9.991391139652416 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 1247 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1586 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2779 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 2228 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 3056 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1528 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1560 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 2515 theta_max is 23.013038083654518 arcmin = 9.999983513558279 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2800 theta_max is 23.96410763697689 arcmin = 9.9969556650315 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "reduced_shear\n", + "For cluster 827.0 at z= 0.6460187435150146 with n_source = 4822 theta_max is 39.99911257779195 arcmin = 16.606155169281514 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 1985.0 at z= 0.641009509563446 with n_source = 4598 theta_max is 39.98707719989212 arcmin = 16.54338917333829 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 4675 theta_max is 39.99636152481426 arcmin = 16.748907723402404 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 6193 theta_max is 39.88549551914432 arcmin = 16.318350928822703 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 3902 theta_max is 39.99867304531232 arcmin = 17.900632599104295 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 3392 theta_max is 39.98764983433197 arcmin = 17.44645623507492 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 2912 theta_max is 39.999281986461504 arcmin = 16.77299057279903 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 3143 theta_max is 39.99402359662001 arcmin = 17.438928932372693 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 4721 theta_max is 39.999289359061244 arcmin = 17.35628360036217 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 6280 theta_max is 39.987904547179646 arcmin = 16.23847238597252 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 27728.0 at z= 0.608765184879303 with n_source = 5420 theta_max is 39.99704751510971 arcmin = 16.15945836751704 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 6011 theta_max is 39.994860561441826 arcmin = 16.107215459819642 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 2969 theta_max is 39.99248700091049 arcmin = 18.00255047489727 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 3691 theta_max is 39.99966858841431 arcmin = 16.319549322713407 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 5295 theta_max is 39.996992605843516 arcmin = 16.126868416730453 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 4325 theta_max is 39.99608858196555 arcmin = 17.35263778315374 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 5352 theta_max is 39.97902107517 arcmin = 16.50993986667565 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 3355 theta_max is 39.99900145876022 arcmin = 17.803673369359487 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 3352 theta_max is 39.9990065992476 arcmin = 16.25356227462331 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 4721 theta_max is 39.97465064308036 arcmin = 17.370407415915377 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 4882 theta_max is 39.942673702621356 arcmin = 16.66263330964984 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + "60.486600234305534 -30.987929801464272 ... 25.281705856323242 2453.0\n", + " 60.86101302191349 -30.208113720652296 ... 19.820425033569336 4643.0\n", + " 60.93930110680046 -30.233165835592462 ... 11.323404312133789 8995.0\n", + " 60.92817627490327 -30.000803300701442 ... 12.421762466430664 9029.0\n", + " 60.23010184176201 -30.827430134550788 ... 6.579107284545898 29784.0\n", + " 60.55483814763497 -30.280744807372972 ... 6.716402053833008 35316.0\n", + " 60.598383979704 -30.83078557952782 ... 5.08411979675293 59428.0\n", + " 60.68142437164906 -30.915916676909713 ... 5.221414566040039 25770.0\n", + " 60.96024036136846 -30.14627416305006 ... 5.938398361206055 59302.0\n", + "60.719160516887946 -30.12308648557638 ... 5.557024002075195 53335.0\n", + " 60.01938474788308 -30.82153353230635 ... 5.602788925170898 52141.0\n", "Ncluster 11\n", - "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 891 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 1069 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 626 theta_max is 20.728695264261653 arcmin = 9.999708646378417 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 645 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 963 theta_max is 21.458435834852434 arcmin = 9.995101965186793 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1532 theta_max is 21.272049270663832 arcmin = 9.99604914606074 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 1270 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 626 theta_max is 20.729156918041713 arcmin = 9.98507100711446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 59302.0 at z= 0.997758150100708 with n_source = 514 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 1152 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", - "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 558 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "reduced_shear\n", + "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 2446 theta_max is 39.98403491586502 arcmin = 18.209453105674843 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 2525 theta_max is 39.985549850013356 arcmin = 18.62263698458027 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 1693 theta_max is 39.98396933007983 arcmin = 19.288625681900605 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 1848 theta_max is 39.99299642462363 arcmin = 18.428322748121836 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 2484 theta_max is 39.980316966201784 arcmin = 18.622389243704273 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 3037 theta_max is 39.97561626662734 arcmin = 18.785130654823924 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 2793 theta_max is 39.99334007048798 arcmin = 18.546253521011813 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 1660 theta_max is 39.97043030385212 arcmin = 19.253440279643886 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 59302.0 at z= 0.997758150100708 with n_source = 1469 theta_max is 39.99873071610677 arcmin = 19.349786039676676 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 2676 theta_max is 39.99859537124035 arcmin = 18.59063792746992 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", + "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 1636 theta_max is 39.99419929573963 arcmin = 18.86659009315268 Mpc\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/my_cluster_shear_catalog_pdf_gamma.hdf5\n", + "[0.2 0.27594593 0.38073079 0.52530556 0.72477966 1.\n", + " 1.37972966 1.90365394 2.6265278 3.62389832 5. ]\n", + "celestial\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.78565382938074 -30.88821992888556 ... 19.576345443725586 6139.0\n", + " 60.82553784920792 -30.51639368681256 ... 12.238702774047852 10999.0\n", + " 60.48861752387501 -30.685130453859824 ... 11.491209030151367 8523.0\n", + " 60.90715205643431 -30.24513872352905 ... 9.660612106323242 17462.0\n", + "60.745430693132285 -30.722831995395694 ... 6.640127182006836 30553.0\n", + " 60.13513592278265 -30.18630075837688 ... 6.533342361450195 32634.0\n", + " 60.65087062021594 -30.035446420971837 ... 6.716402053833008 25937.0\n", + " 60.32661050735002 -30.939506455543473 ... 6.350282669067383 26346.0\n", "Ncluster 8\n", + "reduced_shear\n", "For cluster 6139.0 at z= 0.33334264159202576 with n_source = 4123 theta_max is 35.03023710694247 arcmin = 9.998842434359426 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 10999.0 at z= 0.3490130603313446 with n_source = 5985 theta_max is 33.979436474340474 arcmin = 9.999808317244387 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 8523.0 at z= 0.3723301589488983 with n_source = 6019 theta_max is 32.58250761415833 arcmin = 9.999955820642535 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 17462.0 at z= 0.2546227276325226 with n_source = 6292 theta_max is 42.37073978575504 arcmin = 9.998979828146442 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 30553.0 at z= 0.23431362211704254 with n_source = 7786 theta_max is 45.089209135393354 arcmin = 9.999141202994123 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 32634.0 at z= 0.28674596548080444 with n_source = 5370 theta_max is 38.87511557016056 arcmin = 9.99920804366955 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 25937.0 at z= 0.344936341047287 with n_source = 4503 theta_max is 34.23641244979176 arcmin = 9.997569125090758 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 26346.0 at z= 0.24044087529182434 with n_source = 5886 theta_max is 44.19339532919497 arcmin = 9.99314759989732 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.15338004389374 -30.84990249476992 ... 18.844106674194336 4434.0\n", + "60.189275063181576 -30.261930359760694 ... 11.216619491577148 7121.0\n", + "60.162780713167805 -30.170345889294776 ... 10.896265029907227 8547.0\n", + " 60.12763083127777 -30.337487070312562 ... 14.877813339233398 7698.0\n", + "60.125099176098004 -30.74426694177359 ... 10.484380722045898 10146.0\n", + " 60.73839715022432 -30.24290857660279 ... 11.109834671020508 14476.0\n", + " 60.48457755028719 -30.793019321280497 ... 8.928373336791992 16657.0\n", + "60.054429554416735 -30.35999306037265 ... 8.974138259887695 13039.0\n", + " 60.74426729449158 -30.770085575179923 ... 8.791078567504883 15382.0\n", + " 60.98354871793877 -30.996867303772337 ... 7.753740310668945 17011.0\n", + " ... ... ... ... ...\n", + " 60.77015429510177 -30.34177092134464 ... 6.640127182006836 37007.0\n", + " 60.77792158728647 -30.402391010530195 ... 5.953653335571289 44685.0\n", + " 60.03038636114792 -30.54048705270219 ... 8.50123405456543 25976.0\n", + "60.259817099939376 -30.82307688704441 ... 7.555425643920898 31596.0\n", + "60.881889055158645 -30.264969356070143 ... 5.312944412231445 26938.0\n", + " 60.19229962876435 -30.93397045748159 ... 5.785848617553711 62882.0\n", + " 60.71050096971124 -30.749563544549957 ... 5.175649642944336 16567.0\n", + "60.165975063232715 -30.665596607330865 ... 5.968908309936523 41321.0\n", + " 60.88425228697305 -30.334392706687627 ... 5.496004104614258 52451.0\n", + " 60.52944165719066 -30.104073019519454 ... 5.404474258422852 78132.0\n", + "Length = 28 rows\n", "Ncluster 28\n", + "reduced_shear\n", "For cluster 4434.0 at z= 0.5422797799110413 with n_source = 1803 theta_max is 26.1872535800939 arcmin = 9.994276984385321 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 7121.0 at z= 0.46572214365005493 with n_source = 3401 theta_max is 28.447758830156975 arcmin = 9.99733165689564 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 8547.0 at z= 0.4626827538013458 with n_source = 2874 theta_max is 28.551186172067684 arcmin = 9.996311010768947 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 7698.0 at z= 0.48154547810554504 with n_source = 3085 theta_max is 27.921476871660843 arcmin = 9.998709945548446 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 10146.0 at z= 0.548952579498291 with n_source = 2072 theta_max is 26.02386171468891 arcmin = 9.994331559874839 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 14476.0 at z= 0.5732821822166443 with n_source = 2695 theta_max is 25.47724399543762 arcmin = 9.999632475186491 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 16657.0 at z= 0.48545151948928833 with n_source = 3612 theta_max is 27.798966549407083 arcmin = 9.999640982054911 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 13039.0 at z= 0.48073717951774597 with n_source = 2732 theta_max is 27.94645753228624 arcmin = 9.998286473503612 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 15382.0 at z= 0.5205168724060059 with n_source = 2714 theta_max is 26.765613619605304 arcmin = 9.998894232587556 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 17011.0 at z= 0.4551392197608948 with n_source = 1343 theta_max is 28.827830627441873 arcmin = 9.99842353409287 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 13025.0 at z= 0.5495550036430359 with n_source = 1520 theta_max is 26.016429127595355 arcmin = 9.99706449320895 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 20888.0 at z= 0.5699324607849121 with n_source = 2591 theta_max is 25.547586618756437 arcmin = 9.998219197266605 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 11651.0 at z= 0.5927656888961792 with n_source = 1777 theta_max is 25.055846076716676 arcmin = 9.995622971448723 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 33429.0 at z= 0.5001161694526672 with n_source = 3080 theta_max is 27.346608524448584 arcmin = 9.999024627062909 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 15656.0 at z= 0.5939760208129883 with n_source = 1942 theta_max is 25.036518600320825 arcmin = 9.99769940289408 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 22630.0 at z= 0.5922470092773438 with n_source = 1912 theta_max is 25.075576371321915 arcmin = 9.999285256639787 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 33569.0 at z= 0.5305519104003906 with n_source = 2126 theta_max is 26.497840345030124 arcmin = 9.998803991499885 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 39996.0 at z= 0.43162813782691956 with n_source = 1969 theta_max is 29.738423940141566 arcmin = 9.998952770008419 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 37007.0 at z= 0.5187186598777771 with n_source = 3464 theta_max is 26.79864383796969 arcmin = 9.992881367630247 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 44685.0 at z= 0.4375304579734802 with n_source = 4662 theta_max is 29.495156722410957 arcmin = 9.997197969941768 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 25976.0 at z= 0.5719814300537109 with n_source = 1944 theta_max is 25.504033876695342 arcmin = 9.998922551853072 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 31596.0 at z= 0.48342546820640564 with n_source = 2708 theta_max is 27.86200006246653 arcmin = 9.999071823971107 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 26938.0 at z= 0.45206454396247864 with n_source = 3301 theta_max is 28.930166380733546 arcmin = 9.994704681462368 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 62882.0 at z= 0.41000840067863464 with n_source = 2586 theta_max is 30.656882887419567 arcmin = 9.993610923864567 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 16567.0 at z= 0.49412333965301514 with n_source = 3197 theta_max is 27.510105905700122 arcmin = 9.992805415045115 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 41321.0 at z= 0.5961660146713257 with n_source = 2110 theta_max is 24.980703463623314 arcmin = 9.993012947024907 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 52451.0 at z= 0.5932099223136902 with n_source = 2288 theta_max is 25.057414366942734 arcmin = 9.999846792667018 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 78132.0 at z= 0.5301636457443237 with n_source = 2978 theta_max is 26.5061278533721 arcmin = 9.99810456066382 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + " 60.24684072721323 -30.234968978217807 ... 50.26935577392578 827.0\n", + " 60.33037603819723 -30.155166403646447 ... 31.856599807739258 1985.0\n", + " 60.19798610694177 -30.288558532393417 ... 13.748945236206055 1632.0\n", + " 60.46305004484695 -30.4771453673221 ... 26.303789138793945 2678.0\n", + " 60.31124209468067 -30.644137931021007 ... 21.7120418548584 3939.0\n", + " 60.40601451137022 -30.889199256471997 ... 21.16286277770996 4709.0\n", + " 60.07871737759909 -30.87961443163394 ... 13.886240005493164 9429.0\n", + "60.326126517158364 -30.91291736913871 ... 7.997819900512695 11300.0\n", + " 60.3906485346257 -30.32504676069136 ... 8.272409439086914 21385.0\n", + " 60.56281963421085 -30.52347796810624 ... 7.341856002807617 21815.0\n", + " 60.42104325395154 -30.74695605874455 ... 8.36393928527832 27728.0\n", + " 60.29059774704672 -30.590332518294673 ... 7.936800003051758 30757.0\n", + " 60.18626761923588 -30.167117729820564 ... 10.881010055541992 17777.0\n", + " 60.13800305274047 -30.072928539498086 ... 8.074094772338867 24386.0\n", + " 60.29901520853626 -30.73384245958468 ... 6.045183181762695 48725.0\n", + " 60.32954746480673 -30.24791761027524 ... 6.502832412719727 27260.0\n", + " 60.47484833897218 -30.719415767017235 ... 6.197732925415039 36608.0\n", + "60.898622679672854 -30.329981860471364 ... 7.997819900512695 74483.0\n", + " 60.87221651027329 -30.00554561545366 ... 6.075693130493164 51057.0\n", + "60.702276976193374 -30.33353933696586 ... 7.067266464233398 14210.0\n", + " 60.63490889446615 -30.21708448572835 ... 6.65538215637207 33410.0\n", "Ncluster 21\n", + "reduced_shear\n", "For cluster 827.0 at z= 0.6460187435150146 with n_source = 1982 theta_max is 24.083637522549868 arcmin = 9.998637368826127 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 1985.0 at z= 0.641009509563446 with n_source = 1929 theta_max is 24.166811437147476 arcmin = 9.998254303130016 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 1632.0 at z= 0.6587467193603516 with n_source = 1887 theta_max is 23.877451698934042 arcmin = 9.998940401799496 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 2678.0 at z= 0.6254668831825256 with n_source = 3068 theta_max is 24.436233670122622 arcmin = 9.997595146245002 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 3939.0 at z= 0.7766682505607605 with n_source = 1408 theta_max is 22.34393749348601 arcmin = 9.999597122513025 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 4709.0 at z= 0.7267194390296936 with n_source = 1196 theta_max is 22.910794444281233 arcmin = 9.995890587192537 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 9429.0 at z= 0.6608030200004578 with n_source = 996 theta_max is 23.82751596758849 arcmin = 9.991646870882631 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 11300.0 at z= 0.7256391644477844 with n_source = 1038 theta_max is 22.919482517107213 arcmin = 9.993773840158706 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 21385.0 at z= 0.7168400287628174 with n_source = 2090 theta_max is 23.045229477686867 arcmin = 9.999666115556877 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 21815.0 at z= 0.6154448986053467 with n_source = 3139 theta_max is 24.624993736016656 arcmin = 9.999830831727236 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 27728.0 at z= 0.608765184879303 with n_source = 2526 theta_max is 24.74517607120174 arcmin = 9.997453996283218 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 30757.0 at z= 0.6046680808067322 with n_source = 2665 theta_max is 24.805975072899518 arcmin = 9.990163225504784 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 17777.0 at z= 0.7892001271247864 with n_source = 942 theta_max is 22.198956488006292 arcmin = 9.992822768343544 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 24386.0 at z= 0.6216957569122314 with n_source = 1258 theta_max is 24.504429051067234 arcmin = 9.997613796221609 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 48725.0 at z= 0.6061629056930542 with n_source = 2258 theta_max is 24.775944353521716 arcmin = 9.989710937194452 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 27260.0 at z= 0.7166086435317993 with n_source = 1761 theta_max is 23.030190224008617 arcmin = 9.991840782514595 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 36608.0 at z= 0.6384199261665344 with n_source = 2469 theta_max is 24.21108286930276 arcmin = 9.998331913323113 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 74483.0 at z= 0.7653682231903076 with n_source = 1179 theta_max is 22.452432935925334 arcmin = 9.99364403510921 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 51057.0 at z= 0.6163065433502197 with n_source = 1273 theta_max is 24.571046848723043 arcmin = 9.984423966067174 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 14210.0 at z= 0.7193936705589294 with n_source = 1986 theta_max is 23.0036974959942 arcmin = 9.995924696018823 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 33410.0 at z= 0.6530510187149048 with n_source = 2256 theta_max is 23.93345263699588 arcmin = 9.984167512000138 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n", + " ra dec ... richness id \n", + "------------------ ------------------- ... ------------------ -------\n", + "60.486600234305534 -30.987929801464272 ... 25.281705856323242 2453.0\n", + " 60.86101302191349 -30.208113720652296 ... 19.820425033569336 4643.0\n", + " 60.93930110680046 -30.233165835592462 ... 11.323404312133789 8995.0\n", + " 60.92817627490327 -30.000803300701442 ... 12.421762466430664 9029.0\n", + " 60.23010184176201 -30.827430134550788 ... 6.579107284545898 29784.0\n", + " 60.55483814763497 -30.280744807372972 ... 6.716402053833008 35316.0\n", + " 60.598383979704 -30.83078557952782 ... 5.08411979675293 59428.0\n", + " 60.68142437164906 -30.915916676909713 ... 5.221414566040039 25770.0\n", + " 60.96024036136846 -30.14627416305006 ... 5.938398361206055 59302.0\n", + "60.719160516887946 -30.12308648557638 ... 5.557024002075195 53335.0\n", + " 60.01938474788308 -30.82153353230635 ... 5.602788925170898 52141.0\n", "Ncluster 11\n", + "reduced_shear\n", "For cluster 2453.0 at z= 0.8156213760375977 with n_source = 639 theta_max is 21.932662763401424 arcmin = 9.98853154548119 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 4643.0 at z= 0.8727886080741882 with n_source = 722 theta_max is 21.453607753366903 arcmin = 9.991678261250547 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 8995.0 at z= 0.9868596792221069 with n_source = 354 theta_max is 20.715030166028928 arcmin = 9.993116480339536 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 9029.0 at z= 0.8443910479545593 with n_source = 444 theta_max is 21.64701404063508 arcmin = 9.974700496018222 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 29784.0 at z= 0.8731144070625305 with n_source = 662 theta_max is 21.454908171018626 arcmin = 9.9934588184081 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 35316.0 at z= 0.8984475135803223 with n_source = 1011 theta_max is 21.24514779133426 arcmin = 9.983407744846472 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 59428.0 at z= 0.8610619306564331 with n_source = 872 theta_max is 21.557310864614582 arcmin = 9.996848270780752 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 25770.0 at z= 0.9812018275260925 with n_source = 366 theta_max is 20.65703530108976 arcmin = 9.950330594406871 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 59302.0 at z= 0.997758150100708 with n_source = 280 theta_max is 20.665568664621528 arcmin = 9.997175532563869 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 53335.0 at z= 0.8671668767929077 with n_source = 776 theta_max is 21.493491388302335 arcmin = 9.989793703716519 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", + "reduced_shear\n", "For cluster 52141.0 at z= 0.9101417064666748 with n_source = 368 theta_max is 21.164682764073333 arcmin = 9.98408272181414 Mpc\n", - "GCMetaData([('coordinate_system', 'celestial'), ('profile_type', 'reduced_shear'), ('cosmo', None)])\n", - "!!! maximum distance of source smaller than distance_bins\n", + "GCMetaData({'coordinate_system': 'celestial', 'cosmo': None})\n", "cluster ensemble computed\n", "covariance computed\n", "cl_ensemble_created\n" @@ -2630,7 +3316,12 @@ } ], "source": [ - "test_ensemble = [run_different_options_ensemble(None, run[0], i) for i,run in enumerate(all_runs_names)]" + "units = [\"mpc\", \"mpc\", \"mpc\", \"mpc\", \"arcmin\", \"arcmin\", \"mpc\"]\n", + "\n", + "test_ensemble = [\n", + " run_different_options_ensemble(None, run[0], i, unit)\n", + " for (i, run), unit in zip(enumerate(all_runs_names), units)\n", + "]\n" ] }, { @@ -2644,7 +3335,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 55, "id": "e5f9f0d8", "metadata": {}, "outputs": [ @@ -2653,7 +3344,7 @@ "output_type": "stream", "text": [ "Options for this pipeline and their defaults:\n", - "{'r_min': 0.5, 'r_max': 5.0}\n" + "{'d_min': 0.5, 'd_max': 5.0}\n" ] } ], @@ -2677,7 +3368,26 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 56, + "id": "b40be33d-da22-4563-a27e-4fe30d5873f4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2.1.2\n" + ] + } + ], + "source": [ + "import sacc\n", + "print(sacc.__version__)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, "id": "88984fd3", "metadata": {}, "outputs": [ @@ -2687,39 +3397,35 @@ "text": [ "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_0.pkl\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_0.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.4), 'z_min': np.float64(0.2)}, 'n_cl': 8, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.6), 'z_min': np.float64(0.4)}, 'n_cl': 28, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.8), 'z_min': np.float64(0.6)}, 'n_cl': 21, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(1.0), 'z_min': np.float64(0.8)}, 'n_cl': 11, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}}\n", + "delta_sigma\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_1.pkl\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_1.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.4), 'z_min': np.float64(0.2)}, 'n_cl': 8, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.6), 'z_min': np.float64(0.4)}, 'n_cl': 28, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.8), 'z_min': np.float64(0.6)}, 'n_cl': 21, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(1.0), 'z_min': np.float64(0.8)}, 'n_cl': 11, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}}\n", + "delta_sigma\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_2.pkl\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_2.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.4), 'z_min': np.float64(0.2)}, 'n_cl': 8, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.6), 'z_min': np.float64(0.4)}, 'n_cl': 28, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.8), 'z_min': np.float64(0.6)}, 'n_cl': 21, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(1.0), 'z_min': np.float64(0.8)}, 'n_cl': 11, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}}\n", + "delta_sigma\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_3.pkl\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_3.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.4), 'z_min': np.float64(0.2)}, 'n_cl': 8, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.6), 'z_min': np.float64(0.4)}, 'n_cl': 28, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.8), 'z_min': np.float64(0.6)}, 'n_cl': 21, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(1.0), 'z_min': np.float64(0.8)}, 'n_cl': 11, 'clmm_cluster_ensemble': , 'profile_type': 'delta_sigma'}}\n", + "delta_sigma\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_4.pkl\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_4.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n" + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.4), 'z_min': np.float64(0.2)}, 'n_cl': 8, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.6), 'z_min': np.float64(0.4)}, 'n_cl': 28, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.8), 'z_min': np.float64(0.6)}, 'n_cl': 21, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(1.0), 'z_min': np.float64(0.8)}, 'n_cl': 11, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}}\n", + "reduced_shear\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", - " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_0.sacc was not generated.\n", - "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", - " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_1.sacc was not generated.\n", - "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", - " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_2.sacc was not generated.\n", - "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", - " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_3.sacc was not generated.\n", - "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", - " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n" + "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_4.sacc was not generated.\n" ] }, { @@ -2728,22 +3434,19 @@ "text": [ "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_5.pkl\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_5.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n", + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.4), 'z_min': np.float64(0.2)}, 'n_cl': 8, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.6), 'z_min': np.float64(0.4)}, 'n_cl': 28, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.8), 'z_min': np.float64(0.6)}, 'n_cl': 21, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(1.0), 'z_min': np.float64(0.8)}, 'n_cl': 11, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}}\n", + "reduced_shear\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_6.pkl\n", "/sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_profiles_6.pkl\n", - "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.4, 'z_min': 0.2}, 'n_cl': 8, 'clmm_cluster_ensemble': }, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.6, 'z_min': 0.4}, 'n_cl': 28, 'clmm_cluster_ensemble': }, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 0.8, 'z_min': 0.6}, 'n_cl': 21, 'clmm_cluster_ensemble': }, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': 80.0, 'rich_min': 0.0, 'z_max': 1.0, 'z_min': 0.8}, 'n_cl': 11, 'clmm_cluster_ensemble': }}\n" + "{'bin_zbin_0_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.4), 'z_min': np.float64(0.2)}, 'n_cl': 8, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_1_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.6), 'z_min': np.float64(0.4)}, 'n_cl': 28, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_2_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(0.8), 'z_min': np.float64(0.6)}, 'n_cl': 21, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}, 'bin_zbin_3_richbin_0': {'cluster_bin_edges': {'rich_max': np.float64(80.0), 'rich_min': np.float64(1.0), 'z_max': np.float64(1.0), 'z_min': np.float64(0.8)}, 'n_cl': 11, 'clmm_cluster_ensemble': , 'profile_type': 'reduced_shear'}}\n", + "reduced_shear\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_4.sacc was not generated.\n", - "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", - " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_5.sacc was not generated.\n", - "/sps/lsst/users/ebarroso/TXPipe/txpipe/extensions/cluster_counts/convert_to_sacc.py:88: RuntimeWarning: divide by zero encountered in log10\n", - " sacc_obj.add_tracer(\"bin_richness\", bin_rich, np.log10(rich_bins[bin_rich][0]), np.log10(rich_bins[bin_rich][1]))\n", "NOTE/WARNING: Expected output file /sps/lsst/users/ebarroso/TXPipe/data/example/outputs_shear_catalogs/cluster_sacc_catalog_6.sacc was not generated.\n" ] } @@ -2762,13 +3465,32 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 58, "id": "4ae71371", - "metadata": {}, + "metadata": { + "scrolled": true + }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{np.str_('bin_z_0'): , np.str_('bin_rich_0'): , np.str_('bin_z_1'): , np.str_('bin_z_2'): , np.str_('bin_z_3'): , np.str_('radius_0'): , np.str_('radius_1'): , np.str_('radius_2'): , np.str_('radius_3'): , np.str_('radius_4'): , np.str_('radius_5'): , np.str_('radius_6'): , np.str_('radius_7'): , np.str_('radius_8'): , np.str_('radius_9'): , np.str_('cosmodc2-1deg'): }\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_0'), value=43232369445235.26, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_1'), value=70320279975054.055, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_2'), value=47187478848111.43, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_3'), value=92711500339253.34, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_4'), value=93816258519126.61, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_5'), value=46782233532412.22, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_6'), value=28291662280124.676, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_7'), value=-19001457521196.992, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_8'), value=1098408063598.5385, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_9'), value=-5848376249004.868, )]\n" + ] + }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -2776,9 +3498,26 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{np.str_('bin_z_0'): , np.str_('bin_rich_0'): , np.str_('bin_z_1'): , np.str_('bin_z_2'): , np.str_('bin_z_3'): , np.str_('radius_0'): , np.str_('radius_1'): , np.str_('radius_2'): , np.str_('radius_3'): , np.str_('radius_4'): , np.str_('radius_5'): , np.str_('radius_6'): , np.str_('radius_7'): , np.str_('radius_8'): , np.str_('radius_9'): , np.str_('cosmodc2-1deg'): }\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_0'), value=51766060387544.89, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_1'), value=83487010276747.25, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_2'), value=48037946006744.55, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_3'), value=99084078021339.64, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_4'), value=104706250285470.61, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_5'), value=39188382363519.41, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_6'), value=25197366066269.98, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_7'), value=-17427160763626.484, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_8'), value=-358393284051.49866, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_9'), value=-5837570132826.892, )]\n" + ] + }, { "data": { - "image/png": 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RfzCKiznxzTekTXkXW0YGAH7NmxM5ciT+LZqbnE4ulsqQg4ptdj27wyAqHbZ8O4n2wz4wO5KIiPwfwzDIWbyY4+MnUHTwIADeNWsSMeJJgq6/XmeIORmVIQeWWz+UqFWZZK/dYHYUERH5P3kbNpI6diz5GzcCYK1alfAhj1Ll9tuxOPCZynJuKkMOLPKa9rDqB6ruzcNus+Ghsw9ERExTmJjI8QkTyVm8GACLry9V7+9P2IMPYg0MNDmdXA6nOrXe3TS5dRhFnlAlF/Yu+9jsOCIibqkkPZ2UV15lf8+bTxUhDw9Cb7+N2gsXEvn44ypCLkBbhhyYf5VojtawEr/fxv4FX1Pv+vvNjiQi4jbs+flkfPQR6R98iP3kSQACO3Qg4snh+NarZ3I6KU8qQw7Oo2lN2L8ftlbuPdJERNyVYbORNW8exye/Q0lqKgC+jRoR+dRTBLS+2uR0UhFUhhxc7R73UPz9q8Qm2chNTyIwLM7sSCIiLskwDE7++iup48ZRuGcvAF6xsUQMG0ZwjxuxeOjIElelT9bB1Wp3BxnB4GWDrXMmmh1HRMQl5W/dxqH+95M0cBCFe/biERJC5KhR1FrwMyE9b1IRcnHaMuTgPKxWTtQNpOqfuaT9vgoeNjuRiIjrKDp8hOOTJpH9448AWLy8qNKvH+EDH8YaEmJyOqksKkNOoErrVvDncoJ3Z5kdRUTEJdgyM0l7fzonPv0Uo7gYgOCePYl4/HG8q1czOZ1UNm33cwJN+jyBzQIRJ+DQuv+aHUdExGnZCwtJnzGTvV26kjFrFkZxMf6tWxM/51uqjX1LRchNacuQEwiJrc/aah7EHbaz+4dZ1Liyp9mRREScimG3k/3TTxyfOInio0cB8Klbl8iRIwi49lrdPsPNqQw5CVvjaDh8lKK/9podRUTEqZxcs4bUt8ZSsH07AJ6RkUQ8/jght/TCoiv7CypDTqPGDbfAwqlEHyimKDcT78BQsyOJiDi0gt27SR03jpO//gaAR0AAYQMGUPW+e/Hw8zM5nTgSHTPkJBp0HUi2P/gVwZYf3jY7joiIwyo+doyjzz1H4i23nipCnp5Uueceai9eRPiggSpCcgZtGXISVi9vjtfyJXhrASnLf4G7XzI7koiIQ7Hl5pL+4YdkzP4Io6AAgKCuXYkc9gTe8fHmhhOHpjLkRAJaNYWt6/DdlW52FBERh2EUF3Piq69Je/ddbCdOAODXogWRI0fg37y5yenEGagMOZEmfYaQNvs+Yo8ZpO5eQ2S91mZHEhExjWEY5CxazPEJEyg6eBAA7/h4Ip4cTtD11+sMMbloKkNOJKLuVWyOshB7zGD73HeJfFplSETcU96GDaS+NZb8TZsAsIaFETHkUUJvuw2Ll5e54cTpqAw5mYIGYXAsjdz1W82OIiJS6Qr3J3J84gRyFv8CgMXPj7D7+1P1gQexBgaYnE6clcqQk4np2AVWfE7kvgJsxUVYvbzNjiQiUuFK0tJImzqVE199DTYbeHgQ2qc34UMewysq0ux44uR0ar2TadJrKPneEJQPOxdMMzuOiEiFsuflkfbee+zr0pUTn38BNhuBHTtS6/vviHn1VRUhKRfaMuRkvP1DSIn3ImF3MYcWf0/jnkPNjiQiUu4Mm42sefM4PvkdSlJTAfBt3JjIkSMJaH21yenE1agMOSHv5nVh93as21PMjiIiUq4MwyB3xQqOjx9P4Z5Ttx/yqlaNiOHDCO7eHYuHdmhI+VMZckL1b36A3K9GEHvETtbRXYTE1jc7kojIZcvfspXUcePIW7sWAI+QEMIfGUSVu+/Gw1vHR0rFUcV2QnEte5BaFawGbPlmotlxREQuS9Hhwxx5cgQHbr+dvLVrsXh7U/XBB6izaCFh/furCEmF05YhJ5VTL4TINVlkrl1vdhQRkUtiy8wkbdr7nPjsM4ziYgBCet1MxNCheFWrZnI6cScqQ04qvF07WDOfKntPYrfZ8LBazY4kInJR7IWFnPj0M9Lefx97djYA/m1aEzVyJL6NGpmcTtyRdpM5qaa9n6TIClWzYf/KL82OIyJyQYbdTtYPP7Cve3dSx47Fnp2NT716xH0wnRozZ6oIiWm0ZchJBYTFkhxnpeYBG/vmf06dDveYHUlE5JxOrl7NsbFjKdy+AwDPqCgihg4l5JZeWLRlW0ymMuTELE3j4MAB7JsPmh1FROSsCnbtJnXcOE7+9hsAHgEBhD38MFXv7YeHn5/J6UROURlyYrW630nJf98gNslG3okU/KtEmx1JRASA4pQUjk9+h6x588AwwNOTKnfeSfjgR/CsWtXseCKn0TFDTqx2h39zIgi8S2Dr3AlmxxERwZabS+rESezr1p2suXPBMAjq2pXaP/1I9PPPqQiJQ9KWISfmYbWSUcefKhvzSF35GzxodiIRcVdGUREnvv6GtHffxXbiBAB+LVoQ9dRI/P71L3PDiVyAypCTC7m6JWz8jcDdmWZHERE3ZBgGOYsWkzphPMUHDwHgHR9P5IgnCezcGYvFYnJCkQtTGXJyTfo8ztH3fyMqHY5sXEi15l3NjiQibiJvwwZS33yL/L/+AsAaFkbEY0MI7dMHi5eXyelELp7KkJOrEteYdbEexB2xs/P7D1WGRKTCFe5P5PjECeQs/gUAi58fYfffT9UHHsAaGGByOpGyUxlyASUNo+BIMoUbd5sdRURcWElaGsfffZfMr78Bmw08PAjt04fwx4bgFRlpdjyRS6Yy5ALiru8Jv0wnKrGIorwsvP1DzI4kIi7EnpdH+uzZZHw4A3teHgCB111H5JPD8alTx+R0IpdPp9a7gIbdB5HrC/5FsP2/U8yOIyIuwigp4cQ337CvazfSJr+DPS8P3yZNqPHRR8S9N1VFSFyGtgy5AE8fP1Jr+RC4vZAjyxbyrzueMzuSiDgxwzDIXb6c1PHjKdq7DwCv6tWJGPYEwd27Y/HQ92hxLSpDLsK/VSPYvhGfnWlmRxERJ5a/ZSupY8eS98cfAHiEhBD+yCCq3H03Ht7eJqcTqRgqQy6i0S2Dyfh4ADEpBmn7/iS8dkuzI4mIEyk6fJjjEyaSPX8+ABZvb6re24+wAQOwhug4RHFtKkMuIqrRNWyLtBCTarB1zjt0fGq22ZFExAmUnDhB+rT3yfj8cyguBouFkJt7EjF0KF7VqpkdT6RSqAy5kPz6VSE1ndx1m82OIiIOzl5YyIlPPyVt2vvYc3IACGjbhsgRI/Bt1MjkdCKVS2XIhUR36AS/fUP4/nxsxUVYvbR/X0ROZ9jtZP/4I6mTJlFyNBkAn3r1iBw5koBr2un2GeKWdEqAC2l6y3AKvCDkJOz+5UOz44iIgzm5ahWJt93G0adGUXI0Gc+oKGJef52EeXMJvPYaFSFxW9oy5EK8A0NJjvciYU8xBxbOo2H3wWZHEhEHULBrF6njxnPyt98A8AgMJOzhh6l6bz88fH1NTidiPpUhF+PVrBbs2YXHtqNmRxERkxWnpHD87clkffcdGAZ4elLlrrsIf2QQnlWrmh1PxGGoDLmYej3vI+/bZ4k9Yic7eS/BMbpCrIi7seXkkP7Bh2R89BFGYSEAQd26ETnsCbxr1jQ5nYjj0TFDLqbm1bdyPBQ87bBl7kSz44hIJTKKisj45FP2delK+vTpGIWF+LVsSfxXX1J90kQVIZFz0JYhF5RdL4iIP3I4sfoPeNTsNCJS0QzDIGfhQlInTKT40CEAvBMSiBzxJIGdOunAaJELUBlyQWFt28Afiwjdk4vdZsPDajU7kohUkLw//+TYW29R8Nep64tZw8KIeGwIobfdhsVTv+JFLoZ2k7mgpr2HUeIBYVlwYPUcs+OISAUo3L+fpEeHcPCef1Pw12Ysfn6EP/ootRcupMqdd6oIiZSB1hYXFBgZz5E4KzUP2tj706fUuqav2ZFEpJyUHD/O8XffJfObb8FmAw8PQm+7jfAhj+IVGWl2PBGnpDLkqhpXg4OHsG1ONDuJiJQDe14e6bNmkT5jJkZeHgCB111H5JPD8amjs0ZFLofKkIuK73YbxvwJxBwsIT8rFb8QfWMUcUZGSQmZc+dy/J13sB1PA8C3aVMiR44g4KqrTE4n4hp0zJCLqtf5ATIDwKcEtn43yew4IlJGhmGQs2wZ+2+5hZQXX8J2PA2v6tWpNmE88V9/pSIkUo60ZchFeVitpNfxJ/SvPFJ/XQ73mZ1IRC5W/pYtpL41lrx16wCwhoQQ/uhgQu+8Ew9v3YBZpLypDLmw4Kv+BX+twn9XptlRROQiFCUlcXziJLLnzwfA4u1N1fvuJWzAAKzBwSanE3FdKkMurEmfoSR/sIroNIOjm5cQe0VnsyOJyFmUnDhB+rRpZHz+BRQXg8VCyM03E/H4ULxiY82OJ+LynO6YoalTp5KQkICvry8tW7bkt/+7C/PZLF++HIvFcsZj586dlZjYPFXjm3E05tSVZ3d+P93kNCLyT/aCAtI//JB9XbqS8dHHUFxMQNu2JMydQ+ybb6gIiVQSp9oy9NVXX/HEE08wdepU2rVrx/vvv0/37t3Zvn07NWrUOOd0u3btIvh/NjFHRERURlyHUNwwEpKPkb/BPQqgiDMw7Hay//tfUie9TUlyMgA+9esTOXIkgde0MzmdiPtxqi1DEyZM4MEHH+Shhx6iYcOGTJo0ibi4ON57773zThcZGUl0dHTpw+pGt6eo1vlGAKISiyjOzzU5jYjk/v47iX1u4+iopylJTsYzOpqYMWNImDtHRUjEJE5ThoqKivjzzz/p0qXLacO7dOnCqlWrzjtt8+bNiYmJoXPnzixbtqwiYzqcRjcO5qQPBBTA9vlTzY4j4rYKdu7k0EMDSHrwIQp37MAjMJCI4cOpveBnQm+9BYsbfUkTcTROs5ssLS0Nm81GVFTUacOjoqJISUk56zQxMTFMnz6dli1bUlhYyCeffELnzp1Zvnw57du3P+s0hYWFFBYWlj7Pzs4uv4UwgZdfIMdqeVNrRxFHlsynWZ+nzI4k4laKk5M5/vZksr7/HgwDvLyoctedhD/yCJ5VqpgdT0RwojL0N4vFctpzwzDOGPa3+vXrU79+/dLnbdq0ISkpiXHjxp2zDI0ZM4aXX365/AI7AL8WDWDHZrx2pJodRcRt2HJySJ/+ARkff4zxf1+wgrp3I3LYMLzPc4yjiFQ+p9lNFh4ejtVqPWMrUGpq6hlbi86ndevW7Nmz55yvP/PMM2RlZZU+kpKSLjmzo2jQ62EAYpMNMg78ZXIaEddmFBWR8fEn7LuhC+kffIBRWIhfq5bEf/Ul1SdOVBEScUBOU4a8vb1p2bIlixcvPm344sWLadu27UXPZ+PGjcTExJzzdR8fH4KDg097OLvYKzqTEm7BA9g6Z7LZcURckmEYZC9YwL6benLs9dexZWbiXasW1ae+S81PPsGvWTOzI4rIOTjVbrLhw4fTr18/WrVqRZs2bZg+fTqHDh1i0KBBwKmtOkeOHOHjjz8GYNKkScTHx9O4cWOKior49NNPmTNnDnPmzDFzMUyRVz8U0k6Q/ccms6OIuJy89es5NnYsBX9tBsAaHk7EkCGE3tYHi6dT/ZoVcUtOtZbecccdpKen88orr5CcnEyTJk2YP38+NWvWBCA5OZlDhw6Vjl9UVMSIESM4cuQIfn5+NG7cmJ9++okbb7zRrEUwTWT7jvD7PML25mG32fDQmSsil61w/35Sx08gd8kSACz+/oQ98ABh9/fHIyDA5HQicrEshmEYZodwZNnZ2YSEhJCVleXUu8zys1LZ1a4DPiVgmTycBl0GmB1JxGmVHD/O8XffJfObb8FmA6uV0NtuI/zRwXhFRpodT0Qo299vp9oyJJfOLySS5JqexO8r4cDCOSpDIpfAfvIk6bNmkz5zJkZeHgCBnToR+eRwfGrXNjmdiFwqlSE3Yr0iAfbtga2HzY4i4lSMkhIy58zl+JR3sB1PA8D3iiuIGjkC/yuvNDmdiFwulSE3UqfHvymc9xLVkmzkph4gMDLe7EgiDs0wDHKXLSd1/HiK9u0DwCsujsjhwwjq1u2c1zgTEefiNKfWy+WLb9OH9BDwtMOWuRPNjiPi0PI3b+ZQv3s5PHgwRfv2YQ0JIerZZ6j9048Ed++uIiTiQrRlyI14WK1k1g0kbH0u6atWwyCzE4k4ntUbfsD/g2/xXrYOAIu3N1Xvu5ewAQOwOvFJFCJybipDbqZKm6tg/VKCd+eYHUXE4Zw4fhgGPoN3jh3DYiG0Vy8ihj6GV2ys2dFEpAJpN5mbadp7GCUeEJEJB9fOMzuOiEP5/ZkBhObYSQvzovo3XxD7xhgVIRE3oDLkZoJj6nC02qmPffd/PzI5jYjj+OOHD6i98gB2IOjlZwhuottniLgLlSE3ZG986ptu8V/7TU4i4hhys9Ioev1tABKvr8+/rr/L5EQiUplUhtxQfNdbAYg5UExRbqa5YUQcwPIXHiYs00ZGiJWOr31odhwRqWQqQ26o3vUPkRUAvsWw5bsJZscRMdWmJV+SsGgHAF7PDiUwJNzkRCJS2S6pDGVmZvLhhx/yzDPPkJGRAcCGDRs4cuRIuYaTimH18iatlh8AKSuWmpxGxDz5edlkjX4dD2Bfu5pc1ethsyOJiAnKfGr95s2buf766wkJCeHAgQMMGDCAqlWrMm/ePA4ePMjHH39cETmlnAVeeQVsWYvfrgyzo4iYZunLj1DreDFZgR60e+MDs+OIiEnKvGVo+PDh9O/fnz179uDr61s6vHv37vz666/lGk4qTpM+j2EHYlINjm1faXYckUq3Y/VP1PxhAwC24Q9SJSLO5EQiYpYyl6F169YxcODAM4ZXq1aNlJSUcgklFS+8dkuSo0/dTmD7d1NNTiNSuYoK80h+7nmsBuxvEU27u4ebHUlETFTmMuTr60t2dvYZw3ft2kVERES5hJLKUdjg1IGieeu3m5xEpHIteeNxYo4WkOtn4cq33jc7joiYrMxlqFevXrzyyisUFxcDYLFYOHToEE8//TR9+vQp94BScapd1xWAyMRCSgrzTU4jUjn2/rWC2K9P7Ro+ObgvkdXrmZxIRMxW5jI0btw4jh8/TmRkJPn5+XTo0IE6deoQFBTEa6+9VhEZpYI06vkYed4QmA87fp5mdhyRCldSXMT+UU/ibYMDjarS/sEXzY4kIg6gzGeTBQcHs3LlSpYuXcqGDRuw2+20aNGC66+/viLySQXy9g/mWII3CbuKSFryX5reMszsSCIVaumkkcQdOEm+NzR7ayoeHrrUmohcxl3rO3XqRKdOncozi5jAp3k92LUVz+3HzI4iUqGSdv9J5MeLAEi/vwct6ujeYyJyykWVocmTJ1/0DIcOHXrJYaTyNej1ENlfPkG1o3ZOJG2jSlxjsyOJlDu73c62kUOoWQyHagdx/dA3zI4kIg7EYhiGcaGREhISLm5mFgv797vWzT+zs7MJCQkhKyuL4OBgs+NUiOXtGhKVDmmDruXaJ6abHUek3C2d+hwxk+dS5AnBX84goUlbsyOJSAUry9/vi9oylJiYWC7BxDHl1gslanUmWWv/NDuKSLlLObidkPfnAZB8VweaqQiJyD/o6EEh8pprAai6Nw+7zWZyGpHyY7fb+fOpQfgXGhyp7kfnkZPMjiQiDuiitgwNHz6cV199lYCAAIYPP/+VWidM0F3QnU2T3sPZM/G/VMmBfSs+pW6n+8yOJFIuVn76JrX+Ok6JB8SNeQMvb98LTyQibueiytDGjRtLL7K4YcMGLBbLWcc713BxbP5VojkaZyU+0cb+BV+pDIlLSE9OxOftTwBIuvVKbryyi8mJRMRRXVQZevvtt0sPPlq+fHlF5hGTeFxRExL3Y2w+ZHYUkXKx+pmHqX3S4FiUN9c/r4uKisi5XdQxQ82bNyctLQ2AWrVqkZ6eXqGhpPLVvvFuAGKSbJxMP2pyGpHLs2bOu9Recxi7BcJeGY23n7/ZkUTEgV1UGQoNDS09o+zAgQPY7fYKDSWVr9Y1d5IRDN422DJ3vNlxRC5ZdkYK9jffA+BAtyY07XCryYlExNFd1G6yPn360KFDB2JiYrBYLLRq1Qqr1XrWcV3tOkPuwsNq5USdAKpuOEna77/DALMTiVyaX58bQO1sG2lVPen4iu5ILyIXdlFlaPr06fTu3Zu9e/cydOhQBgwYQFBQUEVnk0oWenUr2LCCoN1ZZkcRuSQbfv6Y2sv2AhDwwkgCgqqanEhEnMFF35usW7duAPz55588/vjjKkMuqOntw0iatoLIDEj68yfiWvYwO5LIRTuZk8HJV8fiB+zrWIebut9rdiQRcRJlvujirFmzSovQ4cOHOXLkSLmHEnOExNbnaLVTPxK7fphpchqRsln+4kDCM0o4EexB+9c+MDuOiDiRMpchu93OK6+8QkhICDVr1qRGjRqEhoby6quv6sBqF2BrFA1A0cY9JicRuXhbVswjfsFWADyeGkxwWLTJiUTEmVz0brK/Pffcc8yYMYM33niDdu3aYRgGv//+O6NHj6agoIDXXnutInJKJalxQy9Y9B7RB4opysvC2z/E7Egi51WUn0faSy8TbcC+q6tz022Pmh1JRJzMRd21/n/FxsYybdo0br755tOGf//99wwePNjldpu5w13r/5etuIg/r2pGUD7kv3Q3Le56wexIIuc1/7n7SJjzB9kBFur8+BNhMQlmRxIRB1CWv99l3k2WkZFBgwYNzhjeoEEDMjIyyjo7cTBWL29Sa5+6f1Py8kUmpxE5v13rFhE37w8ACh/rpyIkIpekzGWoWbNmTJky5YzhU6ZMoVmzZuUSSswV2KoJAL47daVxcVzFRQUkPfs0nnZIvCKCa+4dZXYkEXFSZT5m6K233qJHjx788ssvtGnTBovFwqpVq0hKSmL+/PkVkVEqWaPej5I++35ijxmk7l5DZL3WZkcSOcOSscOomZRPno+FFmOn4eFR5u92IiLAJWwZ6tChA7t37+bWW28lMzOTjIwMevfuza5du7j22msrIqNUssh6rTkaZQFg29ypJqcROVPi1lXEfLEcgKyHbyW6ZiNzA4mIUyvTlqHi4mK6dOnC+++/r7PGXFxB/TA4lsbJ9VvMjiJyGputhN2jnqBGCRysH0qXR141O5KIOLkybRny8vJi69atWCyWisojDiK64/UAROwvwFZcZHIakf9v2TvPUGNfDoVe0OjNydo9JiKXrcy/Re69915mzJhREVnEgTS9+XHyvSE4D3Yu1M0uxTEc3beZqjN/BCD13i7UaHClyYlExBWU+QDqoqIiPvzwQxYvXkyrVq0ICAg47fUJEyaUWzgxj3dgKCnxXiTsLubQL9/T+KbHzI4kbs5ut/PXyEeIL4LD8QF0emKs2ZFExEWUuQxt3bqVFi1aALB79+7TXtPuM9fi3awO7N6BdWuy2VFEWDHjVeK3Z1BshYQx4/D08jY7koi4iDKXoWXLllVEDnFA9W6+n5PfPEXsETtZR3cRElvf7EjiplIP7yZw6lcAHLm9Hd2bdzQ1j4i4lss68jApKYnDhw+XVxZxMDWu7MnxKmA1YOucSWbHETe27qmBBOYbJMf60vmZyWbHEREXU+YyVFJSwgsvvEBISAjx8fHUrFmTkJAQnn/+eYqLiysio5gou96pG7WeWLPe5CTirn7/fAK1NqRgs0DMa//B28ff7Egi4mLKvJtsyJAhzJs3j7feeos2bdoAsHr1akaPHk1aWhrTpk0r95BinvB2bWHtz1TZk4vdZsPDajU7kriRE8eTsE44dfbqwZ7N6dGmh8mJRMQVlfmu9SEhIXz55Zd07979tOE///wzd955J1lZWeUa0Gzudtf6f8pNT2J/+y542cBr+gvUaX+32ZHEjfz4YHdq/36A1Agvrlq4Ej9/91sHReTSVOhd6319fYmPjz9jeHx8PN7eOrvD1QSGxXE07tTWoP3zPzc5jbiTP76fTu3fD2AHQkY/qyIkIhWmzGXo0Ucf5dVXX6WwsLB0WGFhIa+99hpDhgwp13DiIJrEAWDbfMDcHOI2crPSKB5z6kDpxBsa8K/Od5qcSERcWZmPGdq4cSNLliyhevXqNGvWDIC//vqLoqIiOnfuTO/evUvHnTt3bvklFdPU6tYX249vEXPIRt6JFPyrRJsdSVzc8ucHUDvTRkaolY7/+cDsOCLi4spchkJDQ+nTp89pw+Li4sotkDieOtfdy5rAt6iSC1vnTeSqB940O5K4sE1LviRh8U4AvJ4ZSmBIuMmJRMTVlbkMzZo1qyJyiAPzsFrJqONPlU15pK78FR4wO5G4qvy8bLJGv04ksK9dPDf1etjsSCLiBnS7Z7kowVefugVL4K5Mc4OIS1s6ehCRx4vJCvSg3RvTzY4jIm5CZUguStPbnsBugah0OPrXL2bHERe0fdWP1PzvRgBsTz5IlQjtfheRyqEyJBelSlxjjsac+nHZ8Z2+sUv5KirMI+X5F7AasL9lDO3uGm52JBFxIypDctGKG0UCULBxl8lJxNUsGTOUmKMF5PpZuPJNXcVeRCpXmcpQcXEx1113Hbt3766oPOLA4jrfBEB0YhHF+bkmpxFXsXfjcqp98zsAuYPvILJ6PZMTiYi7KVMZ8vLyYuvWrVgslorKIw6s4Y2DyfUF/0LY9t93zI4jLqCkuIjEZ0bgZYMDjarS4cEXzI4kIm6ozLvJ7r33XmbMmFERWcTBefr4kVrLB4CjyxeanEZcwZJJI6l+4CT53tBs7Ht4eGjPvYhUvjJfZ6ioqIgPP/yQxYsX06pVKwICAk57fcKECeUWThyPX4uGsH0T3jtSzY4iTu7QznVEfbwIgIwHbqJF7StMTiQi7qrMX8O2bt1KixYtCA4OZvfu3WzcuLH0sWnTpgqIeLqpU6eSkJCAr68vLVu25Lfffjvv+CtWrKBly5b4+vpSq1Ytpk3TwZmXo9GtjwAQk2yQvn+DyWnEWdntdraPGopPMRyqHcR1j40xO5KIuLEybxlatmxZReS4KF999RVPPPEEU6dOpV27drz//vt0796d7du3U6NGjTPGT0xM5MYbb2TAgAF8+umn/P777wwePJiIiIgzbikiFye6cXu2R1iIOW6wdc47dBipK5JL2S1773lq7sqkyBPqv/k2VmuZfxWJiJQbp9pBP2HCBB588EEeeughGjZsyKRJk4iLi+O999476/jTpk2jRo0aTJo0iYYNG/LQQw/xwAMPMG7cuEpO7lry61cBIGfdXyYnEWeUcnA7odO/AyD5ro7EN2ljbiARcXuX9HVs3bp1fPPNNxw6dIiioqLTXquoO9UXFRXx559/8vTTT582vEuXLqxateqs06xevZouXbqcNqxr167MmDGD4uJivLy8KiSrq4vqcB2snEP4vnxsxUVYvbzNjiROwm63s2HkIBIKDY7E+dN55ESzI4mIlH3L0Jdffkm7du3Yvn078+bNo7i4mO3bt7N06VJCQkIqIiMAaWlp2Gw2oqKiThseFRVFSkrKWadJSUk56/glJSWkpaWddZrCwkKys7NPe8jpmt4yjEIvCDkJu3+ZaXYccSIrP36ThM3HKfGAGmPexMvb1+xIIiJlL0Ovv/46EydO5Mcff8Tb25u3336bHTt20Ldv37Met1Pe/nmNI8Mwznvdo7ONf7bhfxszZgwhISGlj7g43R/pn3yCwjha89RGxYOLK2ZLoLie9OREfN75BICkW6+iXqvrTU4kInJKmcvQvn376NGjBwA+Pj6cPHkSi8XCsGHDmD694u5ZFR4ejtVqPWMrUGpq6hlbf/4WHR191vE9PT0JCws76zTPPPMMWVlZpY+kpKTyWQAX49WsFgCWrUdMTiLOYvXTDxN80iAl2ofrnz/7cX4iImYocxmqWrUqOTk5AFSrVo2tW7cCkJmZSV5eXvmm+x/e3t60bNmSxYsXnzZ88eLFtG3b9qzTtGnT5ozxFy1aRKtWrc55vJCPjw/BwcGnPeRMdW+6D4DYw3Zyju03OY04ujXfvkvttYexWyDilZfw9vM3O5KISKkyl6Frr722tGD07duXxx9/nAEDBnDXXXfRuXPncg/4v4YPH86HH37IzJkz2bFjB8OGDePQoUMMGjQIOLVV59577y0df9CgQRw8eJDhw4ezY8cOZs6cyYwZMxgxYkSF5nQH8W16kxYKnnbYMkcHwcq5ZaUnY39rKgAHujelSftbTU4kInK6Mp9NNmXKFAoKCoBT5cPLy4uVK1fSu3dvXnihYu8rdMcdd5Cens4rr7xCcnIyTZo0Yf78+dSsWROA5ORkDh06VDp+QkIC8+fPZ9iwYbz77rvExsYyefJkXWOonGTVDSJ8XQ4Zq9fCYLPTiKP67bkB1M62czzMk44v66KnIuJ4LMbfRxTLWWVnZxMSEkJWVpZ2mf3DqveGUuXtxaSHQNtVW/GwWs2OJA7mz58/wn/YGwDkTXqWlt36mZxIRNxFWf5+X9JFF/ft28fzzz/PXXfdRWrqqXtULViwgG3btl3K7MRJXdFnOCUeEJYFB9fOMzuOOJiTORnkvXrqAqf7rqujIiQiDqvMZWjFihU0bdqUtWvXMnfuXHJzcwHYvHkzL730UrkHFMcVGBnP0eqnfoT2/PSJyWnE0Sx78WHCM0o4EWyl/WsfmB1HROScylyGnn76af7zn/+wePFivL3//5WHr7vuOlavXl2u4cTxGU2qAWD7S2eUyf+3ZfkcEhac2lLsMeoRgqtGm5xIROTcylyGtmzZwq23nnk2SEREBOnp6eUSSpxHfNfbAIg5WEJhjj5/gcL8XNJfegUPA/a1rk7rPo+aHUlE5LzKXIZCQ0NJTk4+Y/jGjRupVq1auYQS51Hv+gfJCgCfYtg8d4LZccQBLPnPYKKOFZEdYKHtGO0eExHHV+YydPfddzNq1ChSUlKwWCzY7XZ+//13RowYcdo1fsQ9eFitpNXxAyD1t+WmZhHz7fxjIXHz1gFQ+Hg/qsbEmxtIROQilLkMvfbaa9SoUYNq1aqRm5tLo0aNaN++PW3btuX555+viIzi4IKv/BcA/rtOmBtETFVcVMDhZ5/B0w6JzSK55t+jzI4kInJRLvk6Q/v27WPjxo3Y7XaaN29O3bp1yzubQ9B1hi4s48BfJHe7Ew8g9NtpxDTpYHYkMcGC1wZR85MV5PlYqP7DHKJqNjQ7koi4sbL8/S7zFaj/Vrt2bWrXrn2pk4sLqRrfjA0xFqolG+z47j2VITe0f8tKYr5YAUDWwFtpqSIkIk6kzGXIZrMxe/ZslixZQmpqKna7/bTXly5dWm7hxHkUNYyE5GPkb9hpdhSpZDZbCXueHk6NEjhYP5Qug141O5KISJmUuQw9/vjjzJ49mx49etCkSRMsFktF5BInU61TN1j6EVH7CykpzMfTx8/sSFJJlk5+mhr7cijwgsZjp+DhcUkXthcRMU2Zy9CXX37J119/zY033lgRecRJNeoxhM2vfkRAAWz/6V2u6D3C7EhSCY7s3UTYrJ8AOH5vF5rXa2lyIhGRsivzVzhvb2/q1KlTEVnEiXn5BZKScOqK5IeX/mRyGqkMdrudzU89il8RJMUH0Hn4eLMjiYhckjKXoSeffJK3334b3exe/sm3RX0AvLYfMzmJVIZfZ7xC/PYMiqxQ683xWK2XfD6GiIipLuq3V+/evU97vnTpUn7++WcaN26Ml5fXaa/NnTu3/NKJU2l4y0CyPh9CbLLBiYNbqFKzqdmRpIKkHt5NwNSvATh6xzV0b6YzCEXEeV1UGQoJCTnt+dnuTSYSe0VndodDVBpsmfM27Yd/aHYkqSDrnhpIrXyD5FhfOo962+w4IiKX5aLK0KxZsyo6h7iI3HpViEo7QfYfG82OIhVk5WfjqLUhBZsFYl77D94+/mZHEhG5LGU+Zig/P5+8vLzS5wcPHmTSpEksWrSoXIOJc4q8tj0AYXvzsNtsJqeR8nbieBKeE099OTp4cwsatulhciIRkctX5jLUq1cvPv74YwAyMzO56qqrGD9+PL169eK9994r94DiXJr2Hk6hJ4Tmwp5ls82OI+Xs91EDCMm1kxrhRaeXtL6LiGsocxnasGED1157LQDffvst0dHRHDx4kI8//pjJkyeXe0BxLn4hkSTXOLX3NXHBtyankfK09vvp1F51EDsQOvp5/Px1rz4RcQ1lLkN5eXkEBQUBsGjRInr37o2HhwetW7fm4MGD5R5QnI+1Wfypf2xNMjWHlJ+crOMUjzn1ZSexS0Oade5rciIRkfJT5jJUp04dvvvuO5KSkli4cCFdunQBIDU1VXd1FwBq33gPALFJNnLTVYhcwYrnBhCWaSO9ipWOr043O46ISLkqcxl68cUXGTFiBPHx8Vx99dW0adMGOLWVqHnz5uUeUJxPQtvbSQ8BLxts/XaC2XHkMm1a/AW1f9kFgM8zTxAYEm5yIhGR8lXmMnTbbbdx6NAh1q9fz4IFC0qHd+7cmYkTJ5ZrOHFOHlYrmXUCAUj7fZXJaeRy5Odlk/3yGAD2XRPPlTc/ZHIiEZHyd0nXz4+OjiY6Ovq0YVdddVW5BBLXUKXNlfDnMoL3ZJsdRS7D0pcGUiutmMwgD655QxfRFBHXVOYtQyIXo2mf4ZR4QMQJOPjH92bHkUuwfdWP1PxxEwD2Jx8iNLyauYFERCqIypBUiOCYOhytdurHa/d/Z5sbRsqsqDCPlOdewGrA/pYxtLtzmNmRREQqjMqQVBh741gAijftMzmJlNWSMY8Rk1xArp+Fq97S2WMi4tpUhqTC1LzhFgCiDxZTlJtpaha5eHs3LqPaN6cOfD855E4iqtUxOZGISMVSGZIKU7/LALL9wa8Itn6vMw2dQUlxEYlPj8TLBgcah9H+/ufNjiQiUuFUhqTCWL28OV7bF4DkFUtNTiMXY+nEEVQ/eJJ8b2j21lQ8PPQrQkRcn37TSYUKbHUFAH47001OIhdycMcfRH6yGICMB28itvYVJicSEakcKkNSoRr3fhSAmFSD1J26AKOjstvt7Bg1FJ9iOFQnmOuGjDE7kohIpVEZkgoVUfcqjkZbANg2d6rJaeRclk19jpq7syj0hPpvTsJqvaTrsYqIOCWVIalwBQ1O3cvq5J/bTE4iZ5N8YBuhH3wHwLF7riO+cRtzA4mIVDKVIalwsR27ABC1v4CSwnyT08j/stvtbHxqEP6FcKSGP51HTDI7kohIpVMZkgrX+ObHyPeGwHzYueB9s+PI/1j50RskbE6jxANqvP4mnl7eZkcSEal0KkNS4bz9Q0hJ8AIgacl/TU4jf0tPTsT3nU8BSOp9NfVaXW9yIhERc6gMSaXw/lc9AKzbU0xOIn9bPWoAQXkGKdE+XP+cDm4XEfelMiSVokGvhwCIPWIn8/AOk9PI6m/eofYfR7BbIOLV0Xj7+ZsdSUTENCpDUimqt+hGalWwGrB1ziSz47i1rPRkjLHTADjQ/QqaXHuLuYFEREymMiSVJqdeCACZa/40OYl7++3ZAVTJtnM8zJOOL79ndhwREdOpDEmlibjmWgCq7D2J3WYzOY17+nP+R9ResQ+AwBdHERBU1eREIiLmUxmSStPk1mEUWaFqDuz/7XOz47id3Kx08v4zDoB9nerSouu/TU4kIuIYVIak0gSExZJcwwrAvp+/NDmN+1k+eiDhGSVkhFhp/5/pZscREXEYKkNSqSxNawBgbD5ochL3smX5HBIWnLodinXUYIKrRpucSETEcagMSaWq3f1OAGKSbOSd0DWHKkNhfi7pL76ChwH7WsfRuvdgsyOJiDgUlSGpVLXa30NGEHiXwJY5482O4xaWvPoIUalFZAdYaPvGB2bHERFxOCpDUqk8rFZO1AkA4PjvK01O4/p2/rGQuO/WA1D4+H1Uja5pciIREcejMiSVLrR1SwCCdmWaG8TFFRcVcOTZZ/C0Q+K/Irnm3yPNjiQi4pBUhqTSNenzBDYLRGbA4Q0LzI7jspa89Tixh/M56Wuh5ZvT8PDQ6i4icjb67SiVLrR6Q45WO/Wjt/P7D01O45r2b1lJzJe/ApA9sDdRNRuanEhExHGpDIkpShqeOrW7aNNuk5O4HputhL2jhuNdAgcbVKHjwFfMjiQi4tBUhsQUNa7vCUBUYjFFeVkmp3EtS98eRdz+HAq8oPFb72j3mIjIBei3pJii4Y2DyfED/yLY9sM7ZsdxGYf3bCRs9nwAjt/Xlbh6LU1OJCLi+FSGxBRWL29Sa/kAcHT5IpPTuAa73c6WUY/iVwRJCYF0HjbO7EgiIk5BZUhME9CyCQC+O9NMTuIaVnz4MvHbT1BkhdpvTsBq9TQ7koiIU1AZEtM0/r/bQsSmGBzf84fJaZxbatIugqZ+A8DRO66h9hXXmpxIRMR5qAyJaSIbtCU50gLAtrnvmpzGua0bNYiAAoOj1XzpPOpts+OIiDgVlSExVX6DqgDkrt9ichLn9dtn46i1IYUSD4h97XW8ffzNjiQi4lRUhsRUMR06AxCxLx9bcZHJaZzPidRDeE2cBcChm1vQsHV3kxOJiDgflSExVZNew8j3huA82LVId1Qvq9+fHkBIrp3UCC86vzjN7DgiIk5JZUhM5R0YSkpNLwAOLv7O3DBO5o/v3qf2qkPYgdCXn8fXP8jsSCIiTslpytCJEyfo168fISEhhISE0K9fPzIzM887Tf/+/bFYLKc9WrduXTmB5aJ5/as2AB7bjpqcxHnkZKZSPObUxSoTuzSkWae+JicSEXFeTlOG7r77bjZt2sSCBQtYsGABmzZtol+/fhecrlu3biQnJ5c+5s+fXwlppSzq9ewPQOwRO9nJe80N4yRWPDeAqlk20qtY6fiqdi+KiFwOpyhDO3bsYMGCBXz44Ye0adOGNm3a8MEHH/Djjz+ya9eu807r4+NDdHR06aNq1aqVlFouVs2renG8CnjaYcucCWbHcXgbF31G7SWnbnDr89wwAkPCTE4kIuLcnKIMrV69mpCQEK6++urSYa1btyYkJIRVq1add9rly5cTGRlJvXr1GDBgAKmpqecdv7CwkOzs7NMeUvGy6wYDcGL1OpOTOLa83EyyX3kTgH3XJnDlTQ+anEhExPk5RRlKSUkhMjLyjOGRkZGkpKScc7ru3bvz2WefsXTpUsaPH8+6devo1KkThYWF55xmzJgxpcclhYSEEBcXVy7LIOcX3q4tAKF7c7HbbCancVzLXh5EZFoxmUEeXDNGu8dERMqDqWVo9OjRZxzg/M/H+vXrAbBYLGdMbxjGWYf/7Y477qBHjx40adKEnj178vPPP7N7925++umnc07zzDPPkJWVVfpISkq6/AWVC2py23CKrRCWBYmrvjU7jkPa9vsP1PzxLwCMEQ8TGl7N5EQiIq7B1Ds5DhkyhDvvvPO848THx7N582aOHTt2xmvHjx8nKirqot8vJiaGmjVrsmfPnnOO4+Pjg4+Pz0XPU8pHYFgcR+Os1DxgY9/8T6l97R1mR3IoRYV5HHv+RWIM2N8qlh53PG52JBERl2FqGQoPDyc8PPyC47Vp04asrCz++OMPrrrqKgDWrl1LVlYWbdu2vej3S09PJykpiZiYmEvOLBWocXU4cBDbXwfMTuJwlrw2hPjkQnL9LFz91nSz44iIuBSnOGaoYcOGdOvWjQEDBrBmzRrWrFnDgAEDuOmmm6hfv37peA0aNGDevHkA5ObmMmLECFavXs2BAwdYvnw5PXv2JDw8nFtvvdWsRZHzSOh+OwAxh0rIzzr/ge7uZO/GZVSbsxqAk0PuIjy2tsmJRERci1OUIYDPPvuMpk2b0qVLF7p06cIVV1zBJ598cto4u3btIisrCwCr1cqWLVvo1asX9erV47777qNevXqsXr2aoCBdqdcR1b2uP5mB4FMCW+bqFHuAkuIiEkeNwMsGB5qE0f7+58yOJCLickzdTVYWVatW5dNPPz3vOIZhlP7bz8+PhQsXVnQsKUceVivpdfwJ3ZTH8ZW/wv1mJzLfkglPUuNQHnk+0Oyt9/DwcJrvLyIiTkO/WcWhBF/VHICAXSdMTmK+gzv+IOrTXwA48eDNxNZqanIiERHXpDIkDqVpn8exWyAqDY7+tcTsOKax2+3seGooPsVwqG4wnYaMMTuSiIjLUhkSh1KlZlOOxpy6dtSO7983OY15lk19jpp7sij0hAZvTtbuMRGRCqTfsOJwihueunZUwYbz33fOVSUnbiX0g+8AOHZPJ2o2uvr8E4iIyGVRGRKHU71zDwCiEosozs81OU3lstvtbHzqEfwL4UgNfzqPmGh2JBERl6cyJA6nUY9HOekLAYWw/acpZsepVL/Nfp2ELWmUeEDNMW/h6eVtdiQREZenMiQOx9PHj2O1Tt0S5cjSBSanqTxpR/fhN+VzAJL6XE3dlp1NTiQi4h5UhsQh+bVoAID3Dve5EvWapwcSlGeQEu3D9c9ONTuOiIjbUBkSh9TwlkEAxCQbZBz4y+Q0FW/V15Op/ccR7BaI/M/LePv5mx1JRMRtqAyJQ4pp0pGUCAsewNZv3zY7ToXKSk/GMvbUZQQO3HgFja/pZXIiERH3ojIkDiuvfhUAstdtMjdIBfvtmYcIzbFzPMyL615232sriYiYRWVIHFbktR0BCN+bj91mMzdMBVn/0yxq/7ofgMAXn8I/MNTcQCIibkhlSBzWFb2HU+gFISdh9y8zzY5T7nKz0in4zwQA9nWqS4uu/zY5kYiIe1IZEoflExRGck1PAA4s/NbkNOVv+UsDCTtRQkaIlfb/mW52HBERt6UyJA7N2qwWAJath01OUr42L/+WhAXbAPB8egjBVaNNTiQi4r5UhsSh1e3RD4DYw3ZyUw+YG6acFObnkvHiq3gA+9rU4OpbB5kdSUTErakMiUOrefWtpIWCpx02z5lgdpxyseTVR4hKLSI7wELbMdo9JiJiNpUhcWgeVitZdYIAyFi9xuQ0l2/n2gXEfbcegKIn+lM1uqbJiURERGVIHF7VtlcDELI7x+Qkl6e4qIAjzz2Lpx0S/xXFtf2eMjuSiIigMiROoGmfYZR4QHgmHFg91+w4l2zJm0OJPZzPSV8Lrcbq4ooiIo5CZUgcXlBULY5WP/WjuufHj0xOc2n2b1lJzJe/AZA9qA+RcfVNTiQiIn9TGRKnYG9cDYDiv/abnKTsbLYS9j41DG8bHGhYhY4Pv2x2JBER+R8qQ+IU4rv0BiDmYAmFOekmpymbpW8/RVxiLgVe0PStd/Hw0GonIuJI9FtZnEL9LgPICgDfYtjy3USz41y0w3s2Ejb7ZwDS+nejet3mJicSEZF/UhkSp+BhtZJW2w+AY78uNzfMRbLb7Wx56lH8iiApIZBOT4w1O5KIiJyFypA4jaArmwHgtzPD5CQXZ8UHo4nfcYIiK9R+cwJWq6fZkURE5CxUhsRpNOnzGHYg5rhByrZfzY5zXqlJuwh679TNZZPvvJbaV1xrciIRETkXlSFxGmG1WpAcYwFg+7z3TE5zfuueGkhAgcHRar50HjXZ7DgiInIeKkPiVAobRACQv2GHyUnObeWnY6m18RglHlDt9TF4efuaHUlERM5DZUicSrXrugEQub+QksJ8k9Oc6UTqITwnzQbgUK+WNLi6m7mBRETkglSGxKk07vkYeT4QWAA75jverrLfnx5ASK6dY5HeXP/iNLPjiIjIRVAZEqfi5RdISoI3AElLfjQ5zenWzptG7VWHsANVRj+Hj1+g2ZFEROQiqAyJ0/Ftfuq+Xl7bj5mc5P/LyUyl5I0pACR2bUSzTn1NTiQiIhdLZUicTsNbHgYgNtnOiaRtJqc5ZcWzD1E1y0Z6FU86vjLd7DgiIlIGKkPidGKbXc+xMPAwYMu3k8yOw8ZFn1F76R4AfJ4bRmBImMmJRESkLFSGxCnl1g8FIHvtBlNz5OVmkvPymwDsa1+LK296wNQ8IiJSdipD4pQir2kPQNW9edhtNtNyLBs9kIj0YjKDPLh2zIem5RARkUunMiROqcmtwyjyhCq5sHf5J6Zk2Lbye+J/2gyAMXIgIWExpuQQEZHLozIkTsm/SjRHa1gBSFzwVaW/f1F+HqnPv4SHAfuvjKVt36GVnkFERMqHypA4LesV8QAYW5Iq/b1/GfMo0SmF5PhbuPpNnT0mIuLMVIbEadW68W4AYpNs5KZXXiHa8+cS4r5dA0D+kLsJj61dae8tIiLlT2VInFatdneQEQxeNtg6Z2KlvGdJcREHnnkKTzskNgnn2v7PVsr7iohIxVEZEqflYbVyou6pW16krVpVKe+5ZPxwqh/KI88Hmo99Dw8PrUIiIs5Ov8nFqVVp3QqA4F1ZFf5eB7evJerTJQBkPtSLmIQmFf6eIiJS8VSGxKk16fMENgtEnIBD6/5bYe9jt9vZOWooPiVwqG4w1z36eoW9l4iIVC6VIXFqIbH1OVrt1I/x7h9mVdj7LHv3WWrsyabQExq8OVm7x0REXIh+o4vTszU+dbHDor/2Vsj8j+7fQuiH3wNw7N+dqdno6gp5HxERMYfKkDi9Gjf0AiD6QDFFJ8v32CG73c6mpwbjXwiHa/jT+ckJ5Tp/ERExn8qQOL0GXQeS7Q9+RbDl+0nlOu/fZr9OwtY0SjwgfsxbeHp5l+v8RUTEfCpD4vSsXt4cr+ULQMqKX8ptvmlH9+E35XMAkm5rTd2Wnctt3iIi4jhUhsQlBLRqCoDvzvRym+faUQ8TlGeQHOPD9c+9W27zFRERx6IyJC6hSZ8hAMQeM0jdveay57fqq7epte4odgtE/ecVvH38L3ueIiLimFSGxCVE1L2Ko1EWALbPvbytOJlpR7CMO3Xz1QM9rqBxu5svO5+IiDgulSFxGQUNwgDIXb/1suaz8tmHCc2xczzMi+tGv18e0URExIGpDInLiOnYBYDIfQXYiosuaR7rfpxJ7V/3AxD00ij8A0PLK56IiDgolSFxGU16DSXfG4LyYeeCaWWePjcrncLXJgKwr1M9mne5p7wjioiIA1IZEpfh7R9CSrwXAId++b7M0y9/8WHCTpSQEWKlw+sflHc8ERFxUCpD4lK8m9cFwLotpUzT/bX0axIWbgfA65nHCAqNLPdsIiLimFSGxKXUv/kBAGKP2Mk6uuuipinMz+XE6NfwAPa1rcFVtwyswIQiIuJoVIbEpcS17EFqVbAasOWbiRc1zS+vDCIqtYisQA/avaHdYyIi7kZlSFxOTr0QADL/+POC4+5cu4Aa358ar+SJ/lSJrFGh2URExPGoDInLCW/XDoAqe3Kx22znHK+4qIAjzz6Dpx32N4/imn+PrKyIIiLiQFSGxOU07f0kRVaomg37V351zvGWvDmU2CMFnPS1cOVburiiiIi7cpoy9Nprr9G2bVv8/f0JDQ29qGkMw2D06NHExsbi5+dHx44d2bZtW8UGFdMFhMWSHGcFYN/8z846zr7NvxHz5W8A5DxyG5Fx9Sstn4iIOBanKUNFRUXcfvvtPPLIIxc9zVtvvcWECROYMmUK69atIzo6mhtuuIGcnJwKTCqOwNI0DgD75oNnvGazlbBv1HC8bXCgURU6DBhdyelERMSROE0Zevnllxk2bBhNmza9qPENw2DSpEk899xz9O7dmyZNmvDRRx+Rl5fH559/XsFpxWy1ut8JQGySjbwTp19zaMmkkcQl5pLvDU3ffBcPD6dZDUREpAK47F+BxMREUlJS6NKlS+kwHx8fOnTowKpVq845XWFhIdnZ2ac9xPnU7vBvTgSBdwlsnTuhdPjhPRuJmL0AgPT+3alet7lZEUVExEG4bBlKSTm1NSAqKuq04VFRUaWvnc2YMWMICQkpfcTFxVVoTqkYHlYrGXX8AUj9/dSxQXa7na0jH8W3GJJqBdHp8bfMjCgiIg7C1DI0evRoLBbLeR/r16+/rPewWCynPTcM44xh/+uZZ54hKyur9JGUlHRZ7y/mCbm6JQCBuzIBWD79JWruPEGRJ9R5cwJWq6eJ6URExFGY+tdgyJAh3HnnnecdJz4+/pLmHR0dDZzaQhQTE1M6PDU19YytRf/Lx8cHHx+fS3pPcSxN+jzO0fd/Iyodtiz4kOBpcwBIvrM9zZpeY3I6ERFxFKaWofDwcMLDwytk3gkJCURHR7N48WKaNz91XEhRURErVqzgzTffrJD3FMdSJa4x62I9iDtiJ//ZCQQVGByt7kfnp942O5qIiDgQpzlm6NChQ2zatIlDhw5hs9nYtGkTmzZtIjc3t3ScBg0aMG/ePODU7rEnnniC119/nXnz5rF161b69++Pv78/d999t1mLIZWspNGprYBBeQYlHlDttdfx8vY1OZWIiDgSpzlo4sUXX+Sjjz4qff731p5ly5bRsWNHAHbt2kVWVlbpOE899RT5+fkMHjyYEydOcPXVV7No0SKCgoIqNbuYJ65zT1g8HYCkXi258epuJicSERFHYzEMwzA7hCPLzs4mJCSErKwsgoODzY4jZVRSmM/iW1qAYaHTzG/xiW1kdiQREakEZfn77TRbhkQuhaePH92//Q0CKubYNBERcX5Oc8yQyCVTERIRkfNQGRIRERG3pjIkIiIibk1lSERERNyaypCIiIi4NZUhERERcWsqQyIiIuLWVIZERETErakMiYiIiFtTGRIRERG3pjIkIiIibk1lSERERNyaypCIiIi4NZUhERERcWueZgdwdIZhAJCdnW1yEhEREblYf//d/vvv+PmoDF1ATk4OAHFxcSYnERERkbLKyckhJCTkvONYjIupTG7Mbrdz9OhRgoKCsFgsZscpk+zsbOLi4khKSiI4ONjsOJVGy63ldgdabi23O7ic5TYMg5ycHGJjY/HwOP9RQdoydAEeHh5Ur17d7BiXJTg42K1Wnr9pud2Lltu9aLndy6Uu94W2CP1NB1CLiIiIW1MZEhEREbemMuTCfHx8eOmll/Dx8TE7SqXScmu53YGWW8vtDipruXUAtYiIiLg1bRkSERERt6YyJCIiIm5NZUhERETcmsqQk4qPj8disZzxePTRR886/vLly886/s6dOys5edn8+uuv9OzZk9jYWCwWC999991prxuGwejRo4mNjcXPz4+OHTuybdu2C853zpw5NGrUCB8fHxo1asS8efMqaAkuzfmWu7i4mFGjRtG0aVMCAgKIjY3l3nvv5ejRo+ed5+zZs8/6M1BQUFDBS3PxLvR59+/f/4z8rVu3vuB8nfnzBs76uVksFsaOHXvOeTrD5z1mzBiuvPJKgoKCiIyM5JZbbmHXrl2njeNq6/iFltlV1++L+azNXL9VhpzUunXrSE5OLn0sXrwYgNtvv/280+3ateu06erWrVsZcS/ZyZMnadasGVOmTDnr62+99RYTJkxgypQprFu3jujoaG644YbS26iczerVq7njjjvo168ff/31F/369aNv376sXbu2ohajzM633Hl5eWzYsIEXXniBDRs2MHfuXHbv3s3NN998wfkGBwef9vknJyfj6+tbEYtwSS70eQN069bttPzz588/7zyd/fMGzvjMZs6cicVioU+fPuedr6N/3itWrODRRx9lzZo1LF68mJKSErp06cLJkydLx3G1dfxCy+yq6/fFfNZg4vptiEt4/PHHjdq1axt2u/2sry9btswAjBMnTlRusHIEGPPmzSt9brfbjejoaOONN94oHVZQUGCEhIQY06ZNO+d8+vbta3Tr1u20YV27djXuvPPOcs9cHv653Gfzxx9/GIBx8ODBc44za9YsIyQkpHzDVaCzLfd9991n9OrVq0zzccXPu1evXkanTp3OO46zfd6GYRipqakGYKxYscIwDPdYx/+5zGfjiuv32ZbbzPVbW4ZcQFFREZ9++ikPPPDABe+f1rx5c2JiYujcuTPLli2rpIQVIzExkZSUFLp06VI6zMfHhw4dOrBq1apzTrd69erTpgHo2rXreadxdFlZWVgsFkJDQ887Xm5uLjVr1qR69ercdNNNbNy4sXIClqPly5cTGRlJvXr1GDBgAKmpqecd39U+72PHjvHTTz/x4IMPXnBcZ/u8s7KyAKhatSrgHuv4P5f5XOO42vp9ruU2a/1WGXIB3333HZmZmfTv3/+c48TExDB9+nTmzJnD3LlzqV+/Pp07d+bXX3+tvKDlLCUlBYCoqKjThkdFRZW+dq7pyjqNIysoKODpp5/m7rvvPu+9exo0aMDs2bP54Ycf+OKLL/D19aVdu3bs2bOnEtNenu7du/PZZ5+xdOlSxo8fz7p16+jUqROFhYXnnMbVPu+PPvqIoKAgevfufd7xnO3zNgyD4cOHc80119CkSRPA9dfxsy3zP7ni+n2u5TZz/daNWl3AjBkz6N69O7Gxseccp379+tSvX7/0eZs2bUhKSmLcuHG0b9++MmJWmH9uDTMM44JbyC5lGkdUXFzMnXfeid1uZ+rUqecdt3Xr1qcdjNiuXTtatGjBO++8w+TJkys6arm44447Sv/dpEkTWrVqRc2aNfnpp5/OWw5c5fMGmDlzJvfcc88FjwVxts97yJAhbN68mZUrV57xmquu4+dbZnDd9ftcy23m+q0tQ07u4MGD/PLLLzz00ENlnrZ169YO+a3hYkVHRwOc8Q0gNTX1jG8K/5yurNM4ouLiYvr27UtiYiKLFy8u8x2dPTw8uPLKK536ZyAmJoaaNWuedxlc5fMG+O2339i1a9clre+O/Hk/9thj/PDDDyxbtozq1auXDnfldfxcy/w3V12/L7Tc/6sy12+VISc3a9YsIiMj6dGjR5mn3bhxIzExMRWQqnIkJCQQHR1deiYdnDp+asWKFbRt2/ac07Vp0+a0aQAWLVp03mkczd+/KPfs2cMvv/xCWFhYmedhGAabNm1y6p+B9PR0kpKSzrsMrvB5/23GjBm0bNmSZs2alXlaR/y8DcNgyJAhzJ07l6VLl5KQkHDa6664jl9omcE11++LWe5/qtT1u0yHW4tDsdlsRo0aNYxRo0ad8drTTz9t9OvXr/T5xIkTjXnz5hm7d+82tm7dajz99NMGYMyZM6cyI5dZTk6OsXHjRmPjxo0GYEyYMMHYuHFj6VkVb7zxhhESEmLMnTvX2LJli3HXXXcZMTExRnZ2duk8+vXrZzz99NOlz3///XfDarUab7zxhrFjxw7jjTfeMDw9PY01a9ZU+vKdy/mWu7i42Lj55puN6tWrG5s2bTKSk5NLH4WFhaXz+Odyjx492liwYIGxb98+Y+PGjcb9999veHp6GmvXrjVjEc/qfMudk5NjPPnkk8aqVauMxMREY9myZUabNm2MatWqufTn/besrCzD39/feO+99846D2f8vB955BEjJCTEWL58+Wk/x3l5eaXjuNo6fqFldtX1+0LLbfb6rTLkxBYuXGgAxq5du8547b777jM6dOhQ+vzNN980ateubfj6+hpVqlQxrrnmGuOnn36qxLSX5u9LAvzzcd999xmGcerU25deesmIjo42fHx8jPbt2xtbtmw5bR4dOnQoHf9v33zzjVG/fn3Dy8vLaNCggcOVwvMtd2Ji4llfA4xly5aVzuOfy/3EE08YNWrUMLy9vY2IiAijS5cuxqpVqyp/4c7jfMudl5dndOnSxYiIiDC8vLyMGjVqGPfdd59x6NCh0+bhap/3395//33Dz8/PyMzMPOs8nPHzPtfP8axZs0rHcbV1/ELL7Krr94WW2+z1W3etFxEREbemY4ZERETErakMiYiIiFtTGRIRERG3pjIkIiIibk1lSERERNyaypCIiIi4NZUhERERcWsqQyIiIuLWVIZExKX079+fW265pfR5x44deeKJJyrt/c6mojOIyOXxNDuAiLif/v3789FHHwFgtVqJjY2lR48evP7661SpUqVc32vu3Ll4eXmV6zydMYOInJvKkIiYolu3bsyaNYuSkhK2b9/OAw88QGZmJl988UW5vk/VqlXLdX7OmkFEzk27yUTEFD4+PkRHR1O9enW6dOnCHXfcwaJFi0pft9lsPPjggyQkJODn50f9+vV5++23T5uHzWZj+PDhhIaGEhYWxlNPPcU/b7f4z11UFouF77777rRxQkNDmT17NgBFRUUMGTKEmJgYfH19iY+PZ8yYMRdcnpdffpnIyEiCg4MZOHAgRUVF58wQHx/P66+/zgMPPEBQUBA1atRg+vTpF3wPEakYKkMiYrr9+/ezYMGC03Yl2e12qlevztdff8327dt58cUXefbZZ/n6669Lxxk/fjwzZ85kxowZrFy5koyMDObNm3dZWSZPnswPP/zA119/za5du/j000+Jj48/7zRLlixhx44dLFu2jC+++IJ58+bx8ssvn3ea8ePH06pVKzZu3MjgwYN55JFH2Llz52VlF5FLo91kImKKH3/8kcDAQGw2GwUFBQBMmDCh9HUvL6/TCkVCQgKrVq3i66+/pm/fvgBMmjSJZ555hj59+gAwbdo0Fi5ceFm5Dh06RN26dbnmmmuwWCzUrFnzgtN4e3szc+ZM/P39ady4Ma+88gojR47k1VdfxcPj7N85b7zxRgYPHgzAqFGjmDhxIsuXL6dBgwaXlV9Eyk5bhkTEFNdddx2bNm1i7dq1PPbYY3Tt2pXHHnvstHGmTZtGq1atiIiIIDAwkA8++IBDhw4BkJWVRXJyMm3atCkd39PTk1atWl1Wrv79+7Np0ybq16/P0KFDT9t1dy7NmjXD39+/9HmbNm3Izc0lKSnpnNNcccUVpf+2WCxER0eTmpp6WdlF5NKoDImIKQICAqhTpw5XXHEFkydPprCw8LQtQV9//TXDhg3jgQceYNGiRWzatIn777//tGNxLoXFYjnjuKLi4uLSf7do0YLExEReffVV8vPz6du3L7fddtslv9e5/PPsMovFgt1uv6T3EZHLozIkIg7hpZdeYty4cRw9ehSA3377jbZt2zJ48GCaN29OnTp12LdvX+n4ISEhxMTEsGbNmtJhJSUl/Pnnn+d9n4iICJKTk0uf79mzh7y8vNPGCQ4O5o477uCDDz7gq6++Ys6cOWRkZJxznn/99Rf5+fmlz9esWUNgYCDVq1e/uIUXEVOpDImIQ+jYsSONGzfm9ddfB6BOnTqsX7+ehQsXsnv3bl544QXWrVt32jSPP/44b7zxBvPmzWPnzp0MHjyYzMzM875Pp06dmDJlChs2bGD9+vUMGjTotK00EydO5Msvv2Tnzp3s3r2bb775hujoaEJDQ885z6KiIh588EG2b9/Ozz//zEsvvcSQIUPOebyQiDgWraki4jCGDx/OBx98QFJSEoMGDaJ3797ccccdXH311aSnp5cecPy3J598knvvvZf+/fvTpk0bgoKCuPXWW8/7HuPHjycuLo727dtz9913M2LEiNOO9wkMDOTNN9+kVatWXHnllRw4cID58+eft9h07tyZunXr0r59e/r27UvPnj0ZPXr0Zf1fiEjlsRj/3HkuIiIi4ka0ZUhERETcmsqQiIiIuDWVIREREXFrKkMiIiLi1lSGRERExK2pDImIiIhbUxkSERERt6YyJCIiIm5NZUhERETcmsqQiIiIuDWVIREREXFrKkMiIiLi1v4fJDzQbpcHnFAAAAAASUVORK5CYII=", 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", "text/plain": [ "
" ] @@ -2786,9 +3525,26 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{np.str_('bin_z_0'): , np.str_('bin_rich_0'): , np.str_('bin_z_1'): , np.str_('bin_z_2'): , np.str_('bin_z_3'): , np.str_('radius_0'): , np.str_('radius_1'): , np.str_('radius_2'): , np.str_('radius_3'): , np.str_('radius_4'): , np.str_('radius_5'): , np.str_('radius_6'): , np.str_('radius_7'): , np.str_('radius_8'): , np.str_('radius_9'): , np.str_('cosmodc2-1deg'): }\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_0'), value=23235729610337.863, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_1'), value=95773674017431.6, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_2'), value=59050911050898.31, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_3'), value=116021345120290.33, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_4'), value=104409939235821.19, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_5'), value=36972839401928.3, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_6'), value=37500256647812.78, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_7'), value=-24746950237722.137, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_8'), value=744538690491.2012, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_9'), value=-5070906704620.338, )]\n" + ] + }, { "data": { - "image/png": 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", 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spH3Gz9Bsn7Nn6xZZJV4YPmg4XEVgYBBircrtwQ25aWo3h4iI3AjDkEacrbhwayjH3HxFS7cdUVZ5bm0/i+gOHeBKOpQqRWMPeXur3RQiInIjDEMaUai/sBxUlnfzrQqdBmXQdKjNNabV19TLocxyS/WJVLspRETkRhiGNKLYpFSRF7KMYc32OVmV0+rDXGRafU0TuyXIfYY+CilHDqjdHCIichMMQxpR7HWhsGyBLgjbtqxrls/JrqxWH1pSClfTo0svRNgz5PHyA1vUbg4REbkJhiGNKKkRhoQtKbua5XNyTMotuCiVq9XXJ77sjNzv1VWo3RQiInITDEMaUWLyqvU43Whr8s8oLy9HjkFZz6ezbzBcUZfKNYaO+SrT/4mIiK4Ww5BGFBuVGVQmh0Xus/19m/wz9iX9FyU6M3QOO64Zcg1c0fCQWLk/boxBQYHrjWsiIiLtYRjSiGKDj9zH2NLlPsu34Qq8V2J7qjIoubXjPCJiYuCKxiWMhdlRBIvOG8u2rVK7OURE5AYYhjSiRK/0BMUXZsl9lqnpbxOdgDJoOsymrOfjiry8vRFXoSy+uK1IuRZERERXg2FII4r1SvHU+PNKwdJcXQiys5WZVU0l06yMSwotc+3bTx1L8+T+iE/zLT5JRESeg2FII4qhhKFevq3g7SiDTWfEz2t+atLPyK0MF2Glrjetvqa+BqWdqV7t1G4KERG5AYYhDUg7tFeOkRE6duiMCJtye+hIZQ9JU8n2qppWf2G1a1c0ddAY6B02nNMHY8vOzWo3h4iINI5hSANSDu6RexEAuvYegnDLuVqrRTfVtPpsfdW0eteeth4Z0RbR9lPyePUJpZYaERHRlWIY0oBT53Pk3owi+Pj6IqxYGTeU1YQFW3dt3YIynZ+cVj8i0TWn1dcUX6r0jiUbdWo3hYiINI5hSAPOW5W1hcwOpYhqeImy8GCWd5sm+4ydJ5Llvo3jLCKio+HquluVFbKP+YSr3RQiItI4hiENKKz8lsx2JQx1MAbIfZYhDGVlZU3yGcf1SsAKs7petfq6jI7pKffphmhkZJ5WuzlERKRhDEMaUOxlkHs/mxJ8xgwfC53DJleL3rxpdZN8RrZv5bT68gJoweDeCWjtOAe7zoAfdqxRuzlERKRhDEMaqlhvtiphKLZ9R4Q4lB6cHScONWm1+rASpffJ1ZlMJsSXK6tx77IoY6iIiIiuBMOQBhRXFmn1qxw7JIRXKKtEn/ZqmmnwOV6t5T6qTDsDkjuXFcn9Ub8gtZtCREQaxjCkoYr1ZkuNMFS5SnS2v18TTasPk8ddzMr0ei0YVNnWVFMMLJXV7ImIiJzFMKQBJZUV6/0qKqrPhRcpt7OyfJWFEq9G0qYNKNf5yHFI14wYDa24fsgEeDnKUawLwOptHDdERERXhmFIQxXrzRZr9bm2FcrtrCzj1S+QuCtdGXcU7DiLkIgIaEVgYBBirUrR1vW5aWo3h4iINIphSEMV6wOsF8YHDYrrIfdndcE4elhZI+hKnTRYNDWtvqYOpcrYqcPeSu8ZERGRsxiGNFSxvpX+QvmNwUOugdlRCIdOjzXbfr2q98/yq6pWr41p9TX1cijXJNUnUu2mEBGRRjEMubiy0tLqivWRAcqML8HHxwcRtmx5fNxWfFWfke2rLOIYVto0Czi2pIndEuQ+Qx+FlCMH1G4OERFpEMOQiztxLBkVOqXnplPHbrV+FlZ+Xu6zzFd3iyjHVDmtXoMTsnp06YUIe4Y8Xn5gi9rNISIiDWIYcnGHD++Xe4PDig7d+tX6WXixss5Otp/Ss3O11eq7B2izzld82Rm536u7MNuOiIiosRiGXNyZiyrW1xRRovzyz/IOvuL337phLSw6H+gdNozQ0LT6mrpUrjF0zPfqZ9YREZHnYRhycXkOa62K9TV19lNCUKY+DCVFSi+Rs/acPib3IY5ctAlVFl7UmuEh7eX+uDEGBQXKYpRERESNxTDk4gqqKtbbLg1DY0dNkrfPRM/OL2t+vKL3P2lUepdCrOegVeMSxsDsKIJF541l21ap3RwiItIYzYWh+fPnIy4uTs6mGjBgADZs2NDg8z///HP06dMHfn5+iIyMxD333IOzZ89qr2K9/dKZXmFhkQhzKDPK9uWeuqL3z66cVh+mwWn1Vby8vRFXoSy+uK0oS+3mEBGRxmgqDH355ZeYOXMmnnnmGezatQsjRozApEmTcPKk8ovwYhs3bsS0adMwffp0HDhwAF9//TW2b9+Oe++9F1pRYqpdsf5i4RYl2GX4KqHJWdk+ldPqS0qhZR1L8+T+iI+/2k0hIiKN0VQYevPNN2WwEWGmW7dumDdvHqKjo7FgwYI6n79161a0b98ejzzyiOxNGj58OO6//34kJSVBK4q9KivWV1wo0lpTWInSo5Nt9ruqafVtLdqpVl+XvgYlBB3zaqd2U4iISGM0E4YsFgt27NiB8ePH1zovHm/evLnO1wwdOhSnTp3CsmXL4HA4kJWVhW+++QaTJ0+GlivW1xRerPToZPs4X7C1rLikulp9t6AoaNnUQWPkjLjz+mBs2Vn33wciIiJNh6Hc3FzYbDaEh9deC0c8zszMrDcMiTFDd9xxB7y8vBAREYFWrVrh73//e4Pr7hQUFNTa1FRs9LmkYn1N0XblNlqmUVkryBlbN6yTCzqKQdijrhkLLYuMaItouzJuavWJvWo3h4iINEQzYaiKTlf7do7o8bn4XJXk5GR5i+y5556TvUorVqxAWloaHnjggXrff+7cuQgKCqrexG04NZXoqyrW2+r8+bAeA+U+T9cGe3dvd+q9d2cdq65WH9D6QqkPrYovVQZPJxu1fcuPiIhalmbCUEhICAwGwyW9QNnZ2Zf0FtUMNsOGDcMTTzyB3r17Y8KECXI22scff4yMDKWEw8XmzJmD/Pz86i09PR2uULE+0F73zwcMGoYghzJ4eP1u58pRpFdOqw+r0M7suoZ0tyoX6ZiPNlfSJiIidWgmDInbXGIq/apVtdeREY/F7bC6lJSUQK+v/UcUgaqqR6ku3t7eCAwMrLWpqaiqYr3OWO9zwq3K9PqT+rrHFdUny0+paRZart1p9TWNjukp9+mGaGRknla7OUREpBGaCUPCrFmz8OGHH8qenYMHD+Kxxx6T0+qrbnuJXh0xlb7KlClTsHjxYjnbLDU1FZs2bZK3zQYPHoyoqCiNVKxXZklFta5/TFB4mdIzlGVWbqk1Vo6PEvTCSrRXrb4ug3snoLXjHOw6A35IWqN2c4iISCPq725wQWIgtFgw8aWXXpK3uXr27ClnisXGxsqfi3M11xy6++67UVhYiHfffRePP/64HDw9evRo/OUvf4EWHDu4Ezad0jPUubPS61EXWbA1QCygGHiF0+o1lYnrZTKZEF+ejh0+bbCrolDt5hARkUZoKgwJDz74oNzq8sknn1xy7uGHH5abFh05mgKEDoDJYUFsh171Pi+yVBkrk2UKdmpafU5ltfoerdvCXXQuK8IOH+CoX5DaTSEiIo1wjy4BN5VReF7uzSi+pGJ9Td3aKLf8xJpB58/lNuq9N61fXT2tfuTIMXAXg8xKwEs1xcBSWc2eiIioIQxDLizPrsz28rNfWqS1poljb5C9R1adCStXN65g657sE9XV6gNaOb9go6u6fsgEeDnKUawLwKptq9VuDhERaQDDkAsrNCpfj/kyYcjP3x8RdmWNnZTCnEa99ymTe02rrxIYGIRYqzJubGPucbWbQ0REGsAwpIGK9Wbb5Wd7VRVszfRTVqS+nCw/ZeZZaJn7DTTuWKrcKjzsrSwdQERE1BCGIQ1UrPezXn7sS1iJEmqyzI2r2p5bVa2+1D2m1dfU06Fct1SfSLWbQkREGsAwpOGK9TWFFymhJsuncWU1sk1t5L6dRel9cicTuyXIfYY+CilHDqjdHCIicnEMQy6sxFhZsb4RYah95UrV2YbLF2wtKixAjs79ptVX6dGlFyLsSrmV5QecK1FCRESeh2HIhVVVrDdb6q5YX9O1A0fIfaEuEJvW1y5ZcrGN69bKmWdGRwVGjNJ2tfr6xJedkfu9ustfOyIi8mwMQy6sxNBwxfqaunTvhWC7MnD4v8f2N/jcA2eVafWhjhz4B6hbe625dKlcY+iYb4jaTSEiIhfHMOTCqirWB9RTsf5i4VZlWv0pU8MvSPdSfh5acQ7uanhIe7k/boxBQUG+2s0hIiIXxjDkwooq65K1rhw7dDlhZcov/Sxz/atVCzm+7jutvsq4hDEwO4pg0Xlj2baGbxsSEZFnYxjSQMX6dg1UrK8pvEhZnDHLt+G6XNlV0+pL3LdchZe3N+IqlMUXtxUpC1ISERHVhWHIRaXs3Qq7Tpn23rVbn0a9pm25Q+6zTA2Pk8mpnFYfXeF+0+pr6liaJ/eHfRq39hIREXkmhiEXdTTtiNyLOltxXXo36jX92naU+xxdCM6kK4OkL1aYl1c9rb5XSCzcWV+DEoJSvdqp3RQiInJhDEMuKqsor7pifWONuGYCfB0lcOgMWLXx5zqfs2HdWth0RlnYdcS17jmtvsrUQWOgd9hwXh+MLTs3q90cIiJyUQxDLirPoUynN9sbH4Z8fHwQbsuWx0crB1NfbH9eutyH2nPgY/aDO4uMaIto+yl5vPrEXrWbQ0RELophyEUVVVas97OXOvW6cIsyXT7TXPcMtDNV0+qt5+EJ4kuVwdPJRp3aTSEiIhfFMOSiir2Mja5YX1NYsTJdPtuszBjzpGr1deluVcLfMd8ItZtCREQuimHIRZV4KZXXzY2oWF9TRLFSxyzLS5kxdrEcb2XF6fBi951WX9PomJ5yn65vh4zM02o3h4iIXBDDkIsqNpkaXbG+po4+yhpDmYYwlJWV1T+t3ube0+qrDO0/DK3tZ+UyBT8krVG7OURE5IIYhlxUiclb7v0aUaS1pnHDJ8gZVGU6P6xbu+KSafW5OmUNot6h8fAEOp0O8RZlEPWuCs+4NUhERM5hGHJRxdVFWp0LQ1HRsbIAq7A741itn639dVX1tPqhI0fBU3QuK5L7o34Nr8xNRESeiWHI1SvWV1idfm14hVK9/ox37RlUKXkZHjOtvqZBZmWRyVRTLCyV1eyJiIiqMAy5qGK9ElYC7M5PCQ8rLZD7LP/agee0tzKzKsyNq9XX5fohE+RK3sU6f6zatlrt5hARkYthGHJRxZUV64Mrxw45I7xYWZsou3IwdZUsP1+PmlZfJTAwCLFWpWjrxtzjajeHiIhcDMOQCyopLEAxlF6d6BDn18dpV6F8rVnG2tXuc3wC3b5afX06liq3Dg97Ox8uiYjIvTEMuaDkPVtlfTGhR8+BTr8+oZNS5f6sPgSHkvdVn88xKtPqY611r07tzno6lKUKUn0i1W4KERG5GIYhF5R6UpkF5u0oQ1T7Tk6/fujw0QhwKOOGfk1aL/fncnOqp9X3ieoATzOxW4LcZ+ijkHLkgNrNISIiF8Iw5IKyipUgY3Y0vkjrxcKtSsHW4w5l/NDG9WvlwoNiIHHC0JHwND269EKEXZlN99OBLWo3h4iIXAjDkAsqgP3qw1C5Uog106yMkUku9Mxp9TXFl52R+/0659ZuIiIi98Yw5IIKKivWm52sWF9TWLESpHL8lIKtp70cHjmtvqYulWsMHfNVbhcSEREJDEMuqNhbqVjv52TF+poiSpTejyyvYLnPrp5Wr6zG7ImGh7SX++PGGBQU5KvdHCIichEMQy6opLJIq7niyqfAdw1QptVn6sNRUlRUPa3eU6rV12VcwhiYHUWw6LyxbNsqtZtDREQugmHIBZV4KVPffZ2sWF/T+DHXw+ioQIXOCyt++R7ZRqWHKNrmedPqq3h5eyOuQll8cVtRltrNISIiLYehvLw8fPjhh5gzZw7OnVPGoOzcuROnT59u6vZ5pBKj9xUVaa2pdZsQhNmVGWV7z5/GWZ0Shvq2c36qvjvpWJon94d9/NVuChERuQhlcIoT9u7di7FjxyIoKAjHjx/HfffdhzZt2mDJkiU4ceIEPv300+ZpqQcpNipFWv2uoEhrTeEVZ3HG0BYHgoPkIo5i3aKE4dfAk/UzBGCpWMvJq53aTSEiIq32DM2aNQt33303jhw5Ah8f5Ze2MGnSJKxfryzwR1enRK9c1wDLVYahEmW9ov1mZZHFMHsOvD28HMUNg0ZD77DhvD4YW3ZuVrs5RESkxTC0fft23H///Zecb9u2LTIzM9Hc5s+fj7i4OBnEBgwYgA0bNjT4/PLycjzzzDOIjY2VQaBDhw74+OOPoYWK9YEO5yvW1xRepMxGE7/4hVAPnlZfJTKiLaLtp+Tx6hN71W4OERFp8TaZCCEFBUqPQ02HDh1CaGjtwqBN7csvv8TMmTNlIBo2bBjef/992SOVnJyMmJiYOl9z++23IysrCx999BE6duyI7OxsWK1X1+PSYhXrvZTp8Fcq2lF7sHRoqedOq68pvjQLJ/xjcaByPSciIvJsTv82mDp1Kl566SVUVCiDe3U6HU6ePImnnnoKt9xyC5rTm2++ienTp+Pee+9Ft27dMG/ePERHR2PBggV1Pn/FihVYt24dli1bJsc5tW/fHoMHD8bQoUPhqvLPn0VJVcX6sKsrKjqyb2Ktx+ElVz47zZ10tyorfKf6hqvdFCIi0mIYev3115GTk4OwsDCUlpbimmuukT0uAQEBePXVV5unlQAsFgt27NiB8ePH1zovHm/eXPfYj++//x4DBw7EX//6V3kbr3Pnzpg9e7Zst6s6sHsLHDrla+neWykueqV69x2EVo4Lt8Zi7J49XqjK6Jiecp+ub4eMTM6AJCLydE7fJgsMDMTGjRuxZs0aOZ3ebrejf//+suelOeXm5sJmsyE8vPa/5sXj+sYqpaamyraKW3titpt4jwcffFAuB1DfuCExxkhsVeq6Jdicjp8+AbRtBx9HCSLa9r3q94uw5iDP1EYe94/u2gQt1L5hA4aj9erVcizVD0lr8Ifr71K7SUREpKUwVGX06NFya2nitlxNDofjknNVRFATP/v888/lUgBVt9puvfVW/OMf/4Cv76VjcubOnYsXX3wRasmuLJdxNUVaawory0OKCfBxlGLAsGFN8p7uIN5yCjt8grGrolDtphARkRbC0DvvvNPoN3zkkUfQHEJCQmAwGC7pBRIDoi/uLaoSGRkpb49VBSFBjDUSAerUqVPo1OnSBQjFQpJi+YCaPUNiXFJLKayuWF/SJO8XVlQCBHBa/cU6lxVhhw9w1O/C3w0iIvJMjQpDb731VqPeTPTCNFcY8vLyklPpV61ahZtuuqn6vHgsBnXXRcw4+/rrr1FUVAR/f2XF4cOHD0Ov16Ndu7oX3RPT79Vci6eoqmK9rWnGNSUY/bDJfgaDs440yfu5i0HmUCwSt1JNsbCUl8tSHURE5JkaFYbS0tLgCkSPzV133SUHRScmJuKDDz6QM9keeOCB6l4dURKkahXsO++8Ey+//DLuueceeetLjBl64okn8Pvf/77OW2SuoNirqmJ90xRU/e2t0/Fb8UXrr2uS93MX1w+ZgKeSUlCs88eqbasxeSSvDxGRp7riMUNquOOOO3D27Fk5tT8jIwM9e/aU0+bFgoqCOCfCURXRGyR6jh5++GEZoIKDg+W6Q6+88gpcVXFlkVY/q7Jg4tUy6jX1FbeYwMAgtLeexGFTJ2zMPY7JajeIiIhUY2xsj4zoYTGbzbXG09RFDFBuTmI2mNjq8sknn1xyrmvXrjIQaUWJSQlD5sp1nKj5dCjNlWHoMG+RERF5tEaFoV27dlUvsiim09c3e6u+89R4JcbKniELF0hsbj0dJiwX44Z8rm5xSyIi8oAw9Pbbb8v1hYRff/21udvk0aoq1puvskgrXd7Ebgn42xkbMvRRSDlyAF079eBlIyLyQI1agbpfv35y8LEQHx8vx+1Q8yjWKwO7/StsvMTNrEeXXoiwZ8jjnw5s4fUmIvJQjQpDrVq1qp5Rdvz4cbmYITWPkiaqWE+NE192Ru736zhGi4jIUzXqNpkowCpqkIlFDMW4IDEzSyyAWF8JDLr6ivUh3sqemleX8nJs9gOO+YbwUhMReahGhSGxns/NN9+Mo0ePykUV77vvPlmYlZrW+ZxMlFSGodjIuheFpKY1PKQ9FtqA48YYFBTkyyn3RETkWRq9CM3EiRPlXlSOf/TRRxmGmsG+3VsAY5w87tU3sTk+gi4yLmEMzJu2y8UXf9y2EneOu43XiIjIwzRqzFBNCxcurA5Cor6XWPGZmsaJzFNy7+coRuvQCF7WFiDKcMRVKAt1bi/K5jUnIvJATochMXharAAtip+KlZ9jYmLkAGuxKCMHVl+d3LLi6jBELadjaZ7cH/ZR6tcREZFncbpWwzPPPIOPPvoIr732miyEKirAb9q0CS+88ALKysrw6quvNk9LPUCBziH3ZnvTVKynxulvDMBSMfjfi+O0iIg8kdNh6F//+hc+/PBD3HDDDdXn+vTpg7Zt28oyGQxDV67YpMzQM9ubpmI9Nc6UgaPxQnImzuuDsWXnZiT2H8pLR0TkQZy+TXbu3DlZ7+ti4pz4GV25oiauWE+NExnRFtF2ZbzWLyf28rIREXkYp8OQ6AV69913LzkvzomfUVMUaWUYamnxpVlyn2x0+j8JIiLytNtkf/3rXzF58mT88ssvSExMlIswbt68Genp6Vi2bFnztNJDFHuZ5N6vgkVaW1p3qx1rxbgh3/AW/2wiIlKX0/8MFitRHz58GDfddBPy8vLkrTGxIOOhQ4cwYsSI5mmlhyg1esu9mRXrW9zY2F5yn65vh4xMLhdBRORJnOoZqqiowPjx4/H+++9zoHQzKDYoFev9WKS1xSX2H4bWq1fLQdQ/JK3BH66/q+UbQURErt8zZDKZsH//fnlrjJpesUGpWB/AMKSKeIsyiHpXRaE6DSAiIm3cJps2bZpcZ4iaXolOqVgf4PzXQk2gc1mR3B/xa8XrSUTkQZweQG2xWOQ6Q6tWrZLV683m2tXV33zzzaZsn0cpqizSGsaVkFUxyByKRQDSTDGwlJfLUh1EROT+nA5D4jZZ//795bEYSF0Tb59dueyMdJRV9gy1bxt7Fe9EV+r6IRPwVFKKLNq6attqTB55HS8mEZEHcDoMrV0rJiBTU9svKtb7dIbOYUePfqxYr4bAwCC0t57EYVMnbMw9jsmqtIKIiFraVQ1OEWsLicr1dPVO5WTIvR9KENQ6mJdUJR1Kc+X+MG+RERF5DKfDkNVqxbPPPiur1rdv315WrhfHf/rTn+TUe7oyueVKPTIzK9arqqdDWfjymE+Uug0hIiLXDUMzZszABx98IFei3rVrl9zEsZhh9vDDDzdPKz0AK9a7hondEuQ+Ux+J5MP71W4OERG54pihRYsW4YsvvsCkSZOqz/Xu3RsxMTH4zW9+g/fee6+p2+gRiryUivV+9jK1m+LRenTphYhTy2UYWp68Fd0791S7SURE5Go9Qz4+PvL22MXEOS8vpdAoOa/YpNyeMVsZhtTWoeyM3O/X8bYvEZEncDoMPfTQQ3j55ZdRXn6hsro4fvXVV+UtNLoyJVVFWq2sWK+2zpV/t4/5hqjdFCIicsXbZGKM0OrVq9GuXTv06dNHntuzZ49cjHHMmDGyaGuVxYsXN21r3ViJSelVY8V69Q0PaY+FNuC4MQYFBflyyj0REbkvp8NQq1atcMstt9Q6Fx0d3ZRt8kjFlRXr/Sy8NaO2cQljYN60XS6++OO2lbhz3G1qN4mIiFwpDC1cuLB5WuLhSoxKxXqzxap2UzyeKMMRV3ES+726Y3tRNu70+CtCROTeWBHURRTrlYr1gRV2tZtCADqV5MnrcJh14oiI3B7DkItVrA/kV+IS+pkC5D7Vq53aTSEiombGMOQiinT+ch9uDlS7KQRgysDR0DtsOK8Pxpadm3lNiIjcGMOQCzhz/AjKdcqYofiYDmo3hwBERrRFtF2pu/fLib28JkREbsypMCRqj40aNQqHDx9uvhZ5oAP7k+Re57Che58hajeHKsWXZsl9spH/ZiAicmdO/V/eZDJh//790Ol0zdciD3TqrPJL14wS+AXwNpmr6G5VBrOn+oar3RQiImpGTv+Td9q0abIoKzWdXItSgoMV613L2Njecp+ub4eMzNNqN4eIiFwlDImVphcsWIABAwbg/vvvx6xZs2ptzW3+/PmIi4uTNdJEGzZs2NCo123atAlGoxF9+/aFqynUO+TebC9RuylUQ2L/oWhtPwu7zoAfktbw2hARuSmnF10Ut8n69+8vjy8eO9Tct8++/PJLzJw5UwaiYcOG4f3338ekSZOQnJyMmJiYel+Xn58ve7REuZCsLOWWlCspNlVWrLexSKuribecwg6fYOy0FqrdFCIicpUwtHbtWqjlzTffxPTp03HvvffKx/PmzcPPP/8se6rmzp1b7+tED9add94Jg8GApUuXwtUUeyl1ycwMQy6nc1kRdvgAR31bqd0UIiJqJpqZJiNuz+3YsQPjx4+vdV483rx5c4PlQ44dO4bnn3++UZ9TXl6OgoKCWluLVayvYMV6VzPIHCr3aaYYWCqr2RMRkYf3DAnbt2/H119/jZMnT8qQUlNzVarPzc2FzWZDeHjtmT3icWZmZp2vOXLkCJ566ik5rkiMF2oM0cP04osvQp2K9SzS6mquHzIBTyWlyKKtq7atxuSR16ndJCIiUrtn6IsvvpDjdcQ4nSVLlsi1h8TxmjVrEBQUhOZ28bgkh8NR51glEZzErTERbDp37tzo958zZ44cY1S1paeno6Uq1ptZsd7lBAYGob31pDzemHtc7eYQEZEr9Az9+c9/xltvvYWHHnoIAQEBePvtt+XsLjEuJzIyEs0lJCREjvm5uBcoOzv7kt4iobCwEElJSdi1axdmzJghz9ntdhmeRC/RypUrMXr06Ete5+3tLbeWVGxgxXpX1qE0F4dNnXCohf9eEBGRi/YMifE3kydPlsciNBQXF8uemcceewwffPABmouXl5ecSr9q1apa58XjoUOHXvL8wMBA7Nu3D7t3767eHnjgAXTp0kUeJyQkwFWUVFas969c5I9cS0+HMqYr1SdK7aYQEZEr9Ay1adNG9roIbdu2lVPte/Xqhby8PJSUNO86OWIdo7vuugsDBw5EYmKiDF9i3JIIOVW3uE6fPo1PP/0Uer0ePXv2rPX6sLAwuT7RxefVVlxZsb6VTpliT65lYrcE/O2MDZn6SCQf3o/unV3r7w8REbVwGBoxYoTsjREB6Pbbb8ejjz4qxwuJc2Idn+Z0xx134OzZs3jppZeQkZEhQ82yZcsQGxsrfy7OiXCkNWJwrhDuz+nbrqhHl16IOLVchqHlyVubPAxZrVaUlZehqLQIJWWlKCkvRZmlHCWWUpRZK1BaUY4yqwVlNivKbRWw2G0ot9tgcYjNjgqHQ9mLWZdwwCrqCIr3hQ4VOh0qoINVp4cVernvU1KMv9z0hyb9MxARaZnOIQbROOHcuXMoKytDVFSUHIPz+uuvY+PGjejYsSOeffZZtG7dGu5ETK0XA8PFYGpx662ppR3ai8Qzyu2xFX7n0TdhVJN/Bl29W376CJv8BqB7RQq6WYsg5lAqoUMEDRE49LCJvU4PG/So0Bku7HUGWGFEhc4IGwyw6ozycfWmU27DtaSvYiwY2WFwi38uEZEr/v6+ottkVcStqD/+8Y9yoyuTcnAPENQLeocNXXuzYr2r6lJejk1+QLKpK5KbObuIvwtGVFyIS/Kx2IvHtsrHlXt5bIfRUbnBAZOYJFC5F0016QATdHLb5BWII4aOeCcthWGIiOhq1hkSg6irFjMUs8nEWJwVK1YgOjoaPXr0uJK39FhnzucAQaJifRF8fJWB1OR67ut5LU6krEeJ0QteOh2MMmg4KveoDB06eInQIfY6Pbz0BnjrDPAyiL0RvgYTvIxG+Jq84WMwwdfbBz4mH5i9feDn7Quznx/8fMzw9mq+WWtL9q/G/+UAW/Tdse9MCnpFdW22zyIictswtG7dOlkPTKw1tH79erz66qsyDO3duxcffvghvvnmm+ZpqZs6a1UWrTQ7WKTVlcV17o7PO3eH1t3Ucwzm/fINDhk64s2DW7GQYYiIyPmp9WJF51deeUUOmBbT3auMGjUKW7Zs4SV1UmHlN8CK9dRS7mql/He7RtcVJ86d5oUnIo/ndBgSa/fcdNNNl5wPDQ2VM73IOcVerFhPLeuefpPRzn4K5TofvL6n9rpdRESeyOkw1KpVKzmF/WJipWex7hA5p7iySKvZWsZLRy1CrOR+h2+xPF7hiMe5ovO88kTk0ZwOQ6Le15NPPinLYoiVp8X0+k2bNmH27NmYNm1a87TSjZWYKivWV44dImoJMwZNRYgjB4W6QLyx40dedCLyaE6HITFgOiYmRvYCFRUVoXv37hg5cqQsifGnP/2peVrpxopNyswhPwvDELUcX5MPphqUOn/f2SJQWsGeSSLyXE6HIZPJhM8//xyHDx/GV199hc8++wwpKSn497//LbvfyTklVRXrK8SawUQt5/EB1yPAUYBcXSje3f4dLz0ReawrWmdI6NChg9zo6rBiPamljX9rTNSl4mv0xZelZsyy2fgPGiLySE6HIZvNhk8++QSrV69Gdna2HDNUk6hTRs5XrA+wOlUVhahJzO4zDt/vTscpfTss3PUT7h14A68sEXkcp8OQKMwqwtDkyZNloVQxiJquXLHeLPet9C1fn4ootk1bXOtYhZ91ffHvPAvu5SUhIg/kdBj64osv5Fih6667rnla5EHKSktRDCUMRQa4V4Fb0o7Z3Ybgl5QiuSq1KNchVqkmIvIkTg+gFqtOiwr1dPVOpR5ChU5ZDbhTR9aIInWI+mSJ9mR5/EFmFr8GIvI4Toehxx9/XBZndTg4xuVqHTy0R+4NDis6dOt/1e9HdKUeiVPC+C5Dd6w/9l9eSCLyKI26TXbzzTdfMkh6+fLlskK9mGpf0+LFi5u2hW4sIy8XaM2K9aS+kR0Go1/af2QY+ntainxMROQpGhWGgoKCaj2uqzYZOe+8XVlbiBXryRX8ISIc/5cDbNZ3x74zKfL2GRGRJ2hUGFq4cGHzt8QDFVRVrLeVqN0UIjlw+q1fvsFhQ0e8eXArFjIMEZGHcHrMUGlpKUpKLvzyPnHiBObNm4eVK1c2dds8p2K9naUQyDXcFaT8+2itrgtOnT+jdnOIiFwzDE2dOhWffvqpPM7Ly8PgwYPxxhtvyPMLFixojja6fZFWVqwnV/H7/lPQzn4KZTpf/HU3/4FDRJ7B6TC0c+dOjBgxQh5/8803iIiIkL1DIiC98847zdFGt1XipUyr96tgkVZyDaK+4O2+RfJ4uSMOecX5ajeJiMj1wpC4RRYQECCPxa0xMdNMr9djyJAhMhRR4xWblDBkZsV6ciEPD7oRIY4cFOqC8PqO79VuDhGR64UhseDi0qVLkZ6ejp9//hnjx4+X50WdssDAwOZoo9sqMfjIvR8r1pML8TX54AZDhjxeao1AaQXHtBGRe3M6DD333HOYPXs22rdvj4SEBCQmJlb3EvXr16852ugBFettajeFqJbZA6YgwFGAXF0o/rH9O14dInJrToehW2+9FSdPnkRSUhJWrFhRfX7MmDF46623mrp9HlGxPtCudkuIamvj3xoTdany+MtSP9hsDOxE5L6cDkOCGDQteoHEWKEqYlZZ165cpM0ZRVUV63VO18slanaz+4yDt6MM6fpofLLrJ15xInJbVxSGqKkq1vvL46jWobyk5HJi27TFtY4UefxpHmc8EpH7YhhSyfFDe2Cr7BHq3LmnWs0gatDsrgmykPAhQ0cs3b+GV4uI3BLDkEpSDh+Qe5PDgtgO3dVqBlGDerXthkR7sjz+IDOTV4uI3BLDkEqyCs/LvRnF8PFVBlITuaKH2ytjAXfpu2LDse1qN4eIqMkxDKnkXGXFej87i7SSa7um42D0tR2EQ6fHO2kH1W4OEVGTYxhSSaFRufRmhiHSgD+Eh8n9Zn13HMg4rHZziIiaFMOQyhXrzTau7kuu7+ZeY9DJdkwO+n89ebPazSEialIMQypXrPezlqvVBCKnTAtSAvxaXRecOn+GV4+I3AbDkEr6FVpwa8ZqDMjMUasJRE75ff8paGc/hTKdL/62eyWvHhG5DS59rJIHpz+h1kcTXRGDwYDbfIvwVjmwzBGHF4vz0cocxKtJRJrHniEiarSHB0xFsCMXhbogvLHje145InILmgtD8+fPR1xcHHx8fDBgwABs2LCh3ucuXrwY48aNQ2hoKAIDA5GYmIiff/65RdtL5E78vH0x1ZAhj5dWhKO0ghMAiEj7NBWGvvzyS8ycORPPPPMMdu3ahREjRmDSpEk4efJknc9fv369DEPLli3Djh07MGrUKEyZMkW+loiuzOwB1yPAUYAcfRjmb/+Ol5GINE/ncDgc0IiEhAT0798fCxYsqD7XrVs33HjjjZg7d26j3qNHjx6444478NxzzzXq+QUFBQgKCkJ+fr7sXSIiYMbaT/AN+iLano6t114nxxMREbkSZ35/a6ZnyGKxyN6d8ePH1zovHm/e3Lh1T+x2OwoLC9GmTZt6n1NeXi4vYM2NiGqb3XssvB1lSNdH41+7l/HyEJGmaSYM5ebmwmazITw8vNZ58TizkQUk33jjDRQXF+P222+v9zmih0kkyaotOjr6qttO5G7aB7fDtY4UefzpeY4bIiJt00wYqqLT6Wo9Fnf5Lj5Xl0WLFuGFF16Q447CwpTSAnWZM2eO7FKr2tLT05uk3UTuZnbXBBgcVqQYOuG7A2vVbg4RkfuHoZCQEDku4eJeoOzs7Et6iy4mAtD06dPx1VdfYezYsQ0+19vbW95brLkR0aV6te2GIfZkefxBBlekJiLt0kwY8vLyklPpV61aVeu8eDx06NAGe4Tuvvtu/Oc//8HkyZNboKVEnuPh9l3lfqe+Gzam7lC7OURE7h2GhFmzZuHDDz/Exx9/jIMHD+Kxxx6T0+ofeOCB6ltc06ZNqxWExGMxVmjIkCGyV0ls4vYXEV29azsORl/bQTh0eryTeoCXlIg0SVNhSEyJnzdvHl566SX07dtXriMk1hCKjY2VP8/IyKi15tD7778Pq9WKhx56CJGRkdXbo48+quKfgsi93BceIveb9N1xIOOw2s0hInLvdYbUwHWGiC5vxC/f4oihA66z78bHY+7mJSMi1bnlOkNE5LruClIWXVyj64zT55VyHUREWsEwRERXbXr/KWhrP40ynR/+upv1/4hIWxiGiOiqiWUvbvctlMfLHXHIK+YkBSLSDoYhImoSDw+YimBHLgp0QXhzxw+8qkSkGQxDRNQk/Lx9MdWgLL64pCIMpRUs00FE2sAwRERN5vEB18PfUYgcfRgWJH3PK0tEmsAwRERNJti/DSbojsnjRSW+srgyEZGrYxgioib1RO+x8HKUIV0fjU93L+PVJSKXxzBERE2qfXA7XGtPkcf/Os9xQ0Tk+hiGiKjJPd51MAwOK1IMnfD9gbW8wkTk0hiGiKjJ9WnXHQn2ZHn8foYyw4yIyFUxDBFRs3i4fRe536nvho2pO3iVichlMQwRUbMY1TEBfW0H4dDp8U7qfl5lInJZDENE1GzuDQuR+8367kjOOMwrTUQuiWGIiJrNrb3HoZPtGKw6E15P3swrTUQuiWGIiJrV/wYq/5tZo+uM0+czeLWJyOUwDBFRs/p9/+vR1n4aZTo//G33Sl5tInI5DENE1KxMRhNu8ymQx8scscgvVY6JiFwFwxARNbtHBt6IYEcuCnSt8OZ2FnAlItfCMEREzc7P2xc3GJTFF5dUhKK8opxXnYhcBsMQEbWI2QOuh7+jENn6cMxP+o5XnYhcBsMQEbWIYP82mIBj8nhRiQ9sNhuvPBG5BIYhImoxs3uPgZejDCf1Mfhsz3JeeSJyCQxDRNRi4kKica09RR5/cq6EV56IXALDEBG1qMe6DIbBYcVBQ2f8mPwrrz4RqY5hiIhaVL/o7kiwJ8vj986c5tUnItUxDBFRi5sR20nud+i7YXPaTn4DRKQqhiEianGjOyWij+0gHDo93j62j98AEamKYYiIVHFvWIjcb9J3R0rmUX4LRKQahiEiUsVtvcehoy0VVp0Jrx/YyG+BiFTDMEREqvnfQJ3cr9Z1xpnzmfwmiEgVDENEpJrp/a9HW/tplOr88LfdK/hNEJEqGIaISDUmowm3+hTI458c7ZFfqhwTEbUkhiEiUtWjA29EG8dZFOha4a2k7/ltEFGLYxgiIlX5efviBoOy+OJiSygsVgu/ESJqUQxDRKS6JwZcD7OjENn6cMzf/p3azSEiD6O5MDR//nzExcXBx8cHAwYMwIYNGxp8/rp16+TzxPPj4+Px3nvvtVhbiahxgv3bYAKOyeNFJd6w2Wy8dETUYjQVhr788kvMnDkTzzzzDHbt2oURI0Zg0qRJOHnyZJ3PT0tLw3XXXSefJ57/9NNP45FHHsG3337b4m0nooY90Xs0vBzlOKGPwWd7lvNyuTmHw4aSkhNqN4NI0jkcDgc0IiEhAf3798eCBQuqz3Xr1g033ngj5s6de8nzn3zySXz//fc4ePBg9bkHHngAe/bswZYtWxr1mQUFBQgKCkJ+fj4CAwOb6E9CRHW565dPsMrQF91sh7F27O28SG5qV+4hPJmcjFRbKNr6tUaUjw8ivE2I8DIhykfZR4rH3l4INhmg0ynrURE5w5nf30ZohMViwY4dO/DUU0/VOj9+/Hhs3ry5zteIwCN+XtOECRPw0UcfoaKiAiaTqVnbTETOmdVlMFYfKcVBQ2f8dHAdJne7hpfQjZRZy/HqvuVYmNcWVsTJc4dKKuRWH2+9DuHV4UjZVx+L8z5eCPcywkuvqRsd5GI0E4Zyc3PlOILw8PBa58XjzMy6V64V5+t6vtVqle8XGRl5yWvKy8vlVjNZElHL6BfdHUMOfYrNht5YcPoUJnfjlXcXGzP24PFDZ3DC0V4+TjCl4akuA1BuaIUz5RXIrNwyamxnK6wotztwsswit4aEmIy1g1L15lX9OMCgZy8TaTsMVbm4u1Tc5WuoC7Wu59d1voq43fbiiy82SVuJyHkzYjth8ylgh74bth7fhSHt+/EyaliRpRh/2vMzvixsD4cuEgEoxDNtyzGt41ToL9ObU263I6tGOKoOS5YLx2Jf4XAgt8Iqt31FpfW+n9mgV8KSlxKYomoEJ3FLTjwO8TLCwNtyHkczYSgkJAQGg+GSXqDs7OxLen+qRERE1Pl8o9GI4ODgOl8zZ84czJo1q1bPUHR0dJP8GYjo8kZ3SkTvE19gr6Er5h3dgy8YhjRr+cltmJNagExHPKADxnin4o0+IxBhDm3U6731esT4esutPnaHQ/Yg1exVqhmUZK+TxYICqx3FNjuOlpTLrT4GHeRtuVq35Lwu9DJV9Tz5Gnhbzp1oJgx5eXnJKfKrVq3CTTfdVH1ePJ46dWqdr0lMTMQPP/xQ69zKlSsxcODAescLeXt7y42I1HNvWBs8chbYqO+OlMyj6BrRkV+Hhpwry8Mf96zGjyUdAIQiGOfxUqwRt8Tf3OSfpdfpEOplkluvgPqfV2yz1RmYaj7OtlTA5oAMUGJrSCujodYtOaWn6cItORGg2nDwt2ZoajaZmFp/1113ybWCRND54IMP8M9//hMHDhxAbGys7NU5ffo0Pv300+qp9T179sT999+P++67Tw6oFrPJFi1ahFtuuaVRn8nZZETqGP7LYhw1xON6+258OOZufg0a8fWx9Xj+pB3n0Eo+nuqXitf6jEFrnyC4OqvdIQORDEqWunuaMsotKLU37temGPwdUefgb6WHSWyiF8qk52y55uCWs8mEO+64A2fPnsVLL72EjIwMGXSWLVsmg5AgztVcc0gszih+/thjj+Ef//gHoqKi8M477zQ6CBGRev4nUIcXi4HVus7IyMtCZKu6b4eTazhTlIVZezfh1/J4+ThSl4O/dGiF8dFN3xvUXIx6HaJ8vORWH9F/kG+1XdK7lFkdnixyf67CJgd/nyizyK0+IgaJcUrKzLiaywrU7mkKMBqa6U9NmusZUgN7hojUUWGtQMK6VTijj8JvdXvw1rW/41fhgux2OxYeWY3XzvigEAHQw4bfBpzEi70nwN/LD55KDP7OrG8Mk+x5siCr3CoHfzeGGPxdNeC75rICYl8VmDj420N6hojIc5iMJtzqk493LFFYZo/FC6UFCPLlwqeuJDU/HY/uS8L2CmXNoDh9Bt7o0g5DIy6M6/RUYvB3rK+33C43+Lu+MUxVPU2FNmXw95GScrnVx1hj8PeF2XKVg75rLGjpw8Hfl2DP0GWwZ4hIPUVlxRi8eSvO6YLxgHE/Xhjxv/w6XIDNbsM7yT/j7ZzWKIMvjKjAva0zMKfnRHgb67/FRFemWNyWE7fhymovK1B1S04Z/G1FY2/ztL7c4G9vk3yO1lf+Zs8QEbkFfx8zphhO41/2YCy2hOJpqwVe/GWrqn25RzAz+SAO2GLk426GdLzdvQt6hwxSt2FuzGw0oKPY/HzqfU5FzcHflWOYzpRVjWWyVJ8vsztw3mqTW3JxWb3v5yMGf9ezrEDV4O8wNxr8zZ6hy2DPEJG6cgpzMWT7QRTrAjDH9wgeHXIbvxIVlFst+Mv+Ffjn+QhUwAveKMMjoecws/sEGPQc3KsFYohwntXW4C25TIsy+LsxRAwK9TLWviVXx4KW/ioN/mbPEBG5jdCAEIzHMSxBX/yn2AszbDa5ACu1nK1Z+zEr5SRS7Upv0ADjcczr1R+dWg3h16Ah4rZXa5NRbt38fet9XpnNjizRs3TJ4O8LPUzi51YH5O05se0trH/lb//Klb8v9CxdWFqgajC4GPwt1oxSC3uGLoM9Q0TqS8s9iWv2ZsCi88Zfg05jWv/JajfJIxRXlOKFvSvweUEM7DDAH0X4Y2Qp7u085rKlNMi92UUJFIv1ojFMtW/Jia3IZm/U+/2+bQj+3Lldk7aRPUNE5FbiQmJwjX0NVhn64pNzxZimdoM8wOpTSXji6DmccSgzxa4RpTR6D0M7f673RJC9OGFi3JC3CX0aWPm7qMaaTBeWFRB7S/XjHItV9hKpiVPriUgTZnYeiNVHy5Fs6IyfDq7H5G4j1W6SW8orK8CcPb9gSYlYPDEMrZCPF2Ic+E0H7SyeSK7D32hAJ7GZGx78bVV5yUP2cxKRJgyI6YkEe7I8fu/0hZXmqeksSduI4VuSKoMQcJ1vKjYM6Y3fdLiWl5majZiRpnbhW4YhItKMGbFKwdYkfTdsPb5b7ea4jeySXNy15Vv833F/5KINwnEWH8WX4uMhNyPUt7XazSNqdgxDRKQZYzolorctBQ6dAfOO7lG7OW5RSuPTw2swfFsyVpV1gM5hxx3+qdg4LAGTYxPVbh5Ri2EYIiJNuTdM6anYpO+GlKxjajdHs04WnsEtm7/DH0+3QQECEaPLxJdd9Xh70M0I8PJXu3lELYphiIg05ZYeY9HBloYKnRfe2L9e7eZosjfo3eQVuDbpOLZUxMEAK6a3Oo71w0dhZFRftZtHpAqGISLSFLHg4v8GKjNPftF1QUZeltpN0oyD51IxceMPeCUrAiXwQ2f9afzQw4xX+90IH2P9BUWJ3B3DEBFpzr39pyDKfgalOj/8bfcKtZvj8qx2K+bu/QET9uRgry0WXijHzOBTWDNiAvqHdVO7eUSqYxgiIs0xGU241TtfHv9kj0V+aYHaTXJZO7MPYvSGFXj7bDQs8EYf4wms6huGp3pfD6OeS80RCQxDRKRJjwy8Aa0dZ5Gva4V5ST+o3RyXU2otxdM7l2LKgWIctreDH0rwXHgmlg+bgi6tlVWliUjBMEREmuTvY8YNhtPyeLElGBarRe0muYz1Z3bhmo3r8HF+e9hgRKIpDb8ObI8Hu09kTTGiOjAMEZFmze5/HcyOImTpI7Ag6Tt4ukJLER7Zvhh3pDhw0hGBIBTgb+3O49uhUxETEKV284hcFsMQEWlWaEAIxuOoPF5U7AWbzQZP9eOJLRi2aSu+KoqHQ6fHOJ9j2JDQHXd1GsXeIKLLYBgiIk17otcoeDnKcVwfi0V7f4anySk9h3u2Lsa9qb7IRghCcA7vxRXj34m3IMwvRO3mEWkCwxARaVp8aCxG2g/K44/PFsGTLDr2K0Zs3YflpfGylMZN5lRsTByIG9sPU7tpRJrCMEREmvdY54HQO2xINnTGsoPuvyp1emEmbtu0GI+dbIU8BKGtLhufd7ZjweCb0conUO3mEWkOwxARad6AmJ4YbE+WxwtOn4Q7l9J4P2Ulrk06ig2WeOhhw7TANKwfNgKj2w1Uu3lEmsUwRERu4aGYDnKfpO+Gbcd3w90cOX8C12/6Ac9nhKEY/ojXn8GS7t7464CbYDb5qt08Ik1jGCIitzCu81D0sqXAoTNg3lH3CUM2uw2v7/sJY3dnYKc1FiZY8FCbk/h1+DgkhPdUu3lEboFhiIjcxvTQ1nK/Ud8dKVnHoHV7cg9j7MZleD23Lcrhgx6GdCzv3QbP9rkBXgaT2s0jchsMQ0TkNm7rORYdbGmo0HnhjQPaHUhdbrXg+d3fYfK+fBy0RcMXpXgq9AxWDr8OPYM7qt08IrfDMEREbsNgMOB/Ah3yeDU6IyM/G1qzOWMvrtm0Gu+fj4UVJgwyHcfq/u0ws+d1MOgNajePyC0xDBGRW7mv/xRE2s+gRGfG67uWQyuKLCWYlbQEtxy04rg9EgEoxJ+jcvHd0BsQHxStdvOI3BrDEBG5FZPRhFu98+TxT/YYFJQWwtX9nP5fjNi8Cf8pjJOlNEZ5p2L94C74fZexLKVB1AIYhojI7Tw6cCpaO84iT9cabyV9D1d1viwff9j2LX531AsZjlC0wXn8PbYAi4bejEhzmNrNI/IYDENE5Hb8fcyYoj8ljxdbgmGxWuBqvk3dgOFbduL7EmV9pCl+x7AxsR9uix+pdtOIPA7DEBG5pScGTIbZUYQsfQTe2+E6vUMZxdm4c/O3eOhEAM6iNSJ0OfhXBwv+mXAL2vi0Urt5RB6JYYiI3FJoQAjG46g8XlRkhM1mU72UxsJDv2Dkfw9hTXkHWVj1twGp2Dh0KCbEDFa1bUSejmGIiNzWE71GwctRjjR9eyza+7Nq7UjLP4WbNn+HOWdCUIgAxOoy8E03A94aeDP8vcyqtYuIFAxDROS24kNjMcJ+UB4vPFuoSimNeQeWY/TOdGyriIMRFfhDqxNYN3w0hkX2afH2EJHGw9D58+dx1113ISgoSG7iOC9PmT5bl4qKCjz55JPo1asXzGYzoqKiMG3aNJw5c6ZF201E6prVeQD0DhsOGLpgecqGFvvcA+eOYsLGn/BadiRK4Yuu+nT80CsQL/WbCh+jd4u1g4jcKAzdeeed2L17N1asWCE3cSwCUX1KSkqwc+dOPPvss3K/ePFiHD58GDfccEOLtpuI1DUgphcG25Pl8YJTJ5r98yy2Cryy53tM3HMO+20x8EYZHg85hV9GTEK/kC7N/vlE5Dydw+FQ1q53YQcPHkT37t2xdetWJCQkyHPiODExESkpKejSpXH/g9m+fTsGDx6MEydOICYmplGvKSgokD1R+fn5CAwMvKo/BxGpY9XhzbjrtB90Dhu+62DE4NjmuUX136wDeCzlBI7Zo+TjfsYTeKdnX3RqHdssn0dETfP7WxM9Q1u2bJF/oKogJAwZMkSe27x5c6PfR1wQnU6HVq04fZXIk4zrPBS9bClw6AyYd2RXk79/SUUpntyxBDcll8ogZEYxXozIxk/DpjAIEWmAERqQmZmJsLBLV2MV58TPGqOsrAxPPfWUvN3WUEIsLy+XW81kSUTaNz20NWaeAzbou+NwVio6h8c3yfuuOb0DTxzJxWlHnHw83CsVb/UeiuiAiCZ5fyJqfqr2DL3wwguyp6ahLSkpST5XHF9M3OGr63xdg6l/85vfyHU+5s+f3+Bz586dWz1IW2zR0SyQSOQObus5FvH2NFTovPD6gfVX/X755YV48L+L8T+HdDjtCEcQ8vFG9Hl8M+xmBiEijVG1Z2jGjBkypDSkffv22Lt3L7Kysi75WU5ODsLDwy8bhG6//XakpaVhzZo1l71vOGfOHMyaNatWzxADEZH2GQwG3OlvxyslwC/ohIz8bEQGXVn9r++Ob8Kf0sqQg3hAB0z0TcXf+lyLUN82Td5uInLzMBQSEiK3yxEDpcV4n//+979yALSwbds2eW7o0KGXDUJHjhzB2rVrERwcfNnP8vb2lhsRuZ/7B9yAj9b9ggx9JN7YtRyvX/s7p16fXXIWT+z5FT+XiXpiZoThLF6N98OU2Jubrc1E1Pw0MYC6W7dumDhxIu677z45i0xs4vj666+vNZOsa9euWLJkiTy2Wq249dZb5W22zz//XC7FL8YXic1icb2ijUTU/ExGE271Pi+Pf7RHo7CsqFGvE7fYPzuyFiO2HZBBSJTSuM0/FRuGDsaU2MRmbjURNTdNhCFBBBqxgOL48ePl1rt3b/z73/+u9ZxDhw7J3iLh1KlT+P777+W+b9++iIyMrN6cmYFGRO7l0YFT0dpxDnm6Nnhr+3eXff7JwgzctuU7zD7VGvkIRLQuC4u6AH8fdDOCvANapM1E1Lw0MZtMaNOmDT777LMGn1NzySQx1kgDSygRUQvz9zHjev0p/NvRBostbfCU1QIvo1edvUHvHVqF1zMDUII4GGDFtKBTeK73BPgaffm9EbkRzfQMERE1ldn9r4OfowiZ+ki8t+P7S35+6Hwartv0A17KDEcJ/NBRfxpLe/hhbv8bGYSI3BDDEBF5nPDAEIzHUXm8qMgoxxQKVrsVf9n3I8bvzsJuayxMsODh4HSsGT4eg8K6q9xqIoKn3yYjImpKs3teg5/25yBN3x5f7FuJbm3j8FjyURyyt5M/72U4ibd79kD3NsoMViJyXwxDROSROobFYaR9HVYb+uK1c0acO18EG9rBFyWYFZaPB7tNhkFvULuZRNQCGIaIyGPN6jwAa49akKMLlY+HmNIwr/dgtA9sq3bTiKgFccwQEXmsATG9MNm6E1H203jS9wgWD53KIETkgdgzREQe7a2hv5WrzptMJrWbQkQqYRgiIo/m7++vdhOISGW8TUZEREQejWGIiIiIPBrDEBEREXk0hiEiIiLyaAxDRERE5NEYhoiIiMijMQwRERGRR2MYIiIiIo/GMEREREQejWGIiIiIPBrDEBEREXk0hiEiIiLyaAxDRERE5NFYtf4yHA6H3BcUFLTE90FERERNoOr3dtXv8YYwDF1GYWGh3EdHRzfFd0NEREQt/Hs8KCiowefoHI2JTB7MbrfjzJkzCAgIgE6nU7s51Mh/DYjwmp6ejsDAQF4zDeB3pk383rTJU743h8Mhg1BUVBT0+oZHBbFn6DLEBWzXrl1Tfj/UQsR/5O78H7o74nemTfzetMkTvregy/QIVeEAaiIiIvJoDENERETk0RiGyO14e3vj+eefl3vSBn5n2sTvTZv4vV2KA6iJiIjIo7FniIiIiDwawxARERF5NIYhIiIi8mgMQ+Q21q9fjylTpsgFtsQCmUuXLlW7SXQZc+fOxaBBg+SipmFhYbjxxhtx6NAhXjcXt2DBAvTu3bt6nZrExEQsX75c7WaRk//tif9Pzpw5k9eNYYjcSXFxMfr06YN3331X7aZQI61btw4PPfQQtm7dilWrVsFqtWL8+PHyuyTXJRaife2115CUlCS30aNHY+rUqThw4IDaTaNG2L59Oz744AMZaEnB2WTklsS/eJYsWSJ7Gkg7cnJyZA+RCEkjR45UuznkhDZt2uBvf/sbpk+fzuvmwoqKitC/f3/Mnz8fr7zyCvr27Yt58+bB0/E2GRG5jPz8/OpfrKQNNpsNX3zxhezNE7fLyLWJntjJkydj7NixajfFpbA2GRG5TFHFWbNmYfjw4ejZs6fazaHL2Ldvnww/ZWVl8Pf3lz2x3bt353VzYSK07ty5U94mo9oYhojIJcyYMQN79+7Fxo0b1W4KNUKXLl2we/du5OXl4dtvv8Xvfvc7eXuTgcg1iQr1jz76KFauXAkfHx+1m+NyOGaI3BLHDGnLww8/LGf/iRmBcXFxajeHroC47dKhQwe8//77vH4uSPz3ddNNN8FgMNS6xSn+X6nX61FeXl7rZ56GPUNEpOqtMRGExC2WX3/9lUFI49+l+IVKrmnMmDHy1mZN99xzD7p27Yonn3zSo4OQwDBEbjVL4ujRo9WP09LSZDe+GIwbExOjatuo/sGc//nPf/Ddd9/JtYYyMzPl+aCgIPj6+vKyuainn34akyZNQnR0NAoLC+VYFBFmV6xYoXbTqB7iv6+Lx+KZzWYEBwdzjB7DELkTsd7JqFGjqh+LwbiCGMvwySefqNgyamjxPuHaa6+tdX7hwoW4++67eeFcVFZWFu666y5kZGTI4CrWqxFBaNy4cWo3jeiKcMwQEREReTSuM0REREQejWGIiIiIPBrDEBEREXk0hiEiIiLyaAxDRERE5NEYhoiIiMijMQwRERGRR2MYIiIiIo/GMEREbkWsXH3jjTdWPxarW8+cObPFPq8uzd0GIro6rE1GRC1OBIh//etf8lgUiIyKisLkyZPx5z//Ga1bt27Sz1q8eDFMJlOTvqcW20BE9WMYIiJVTJw4UdYgs1qtSE5Oxu9//3vk5eVh0aJFTfo5olCv2lyhDURUP94mIyJVeHt7IyIiAu3atcP48eNxxx13YOXKldU/t9lsmD59OuLi4mQF+y5duuDtt9+u9R7iOaIgb6tWrWT17T/+8Y9wOBwN3qLS6XRYunRpreeI11cV87VYLJgxYwYiIyPh4+OD9u3bY+7cuZf987z44osICwtDYGAg7r//fvk+9bVBvKfoBRMBUFQTj4mJwQcffODU9SOipsMwRESqS01NlVXPa95KstvtMih99dVXsufoueeew9NPPy0fV3njjTfw8ccf46OPPsLGjRtx7tw5LFmy5Kra8s477+D777+Xn3Po0CF89tl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"text/plain": [ "
" ] @@ -2796,9 +3552,26 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{np.str_('bin_z_0'): , np.str_('bin_rich_0'): , np.str_('bin_z_1'): , np.str_('bin_z_2'): , np.str_('bin_z_3'): , np.str_('radius_0'): , np.str_('radius_1'): , np.str_('radius_2'): , np.str_('radius_3'): , np.str_('radius_4'): , np.str_('radius_5'): , np.str_('radius_6'): , np.str_('radius_7'): , np.str_('radius_8'): , np.str_('radius_9'): , np.str_('cosmodc2-1deg'): }\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_0'), value=24090600651254.53, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_1'), value=97050146487012.75, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_2'), value=59153786177162.07, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_3'), value=115629926825711.31, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_4'), value=104389290788519.53, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_5'), value=36562025536356.53, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_6'), value=37635288158347.41, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_7'), value=-24417800927831.51, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_8'), value=703552621184.9382, )]\n", + "[DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_9'), value=-5186277848951.807, )]\n" + ] + }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -2806,9 +3579,26 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{np.str_('bin_z_0'): , np.str_('bin_rich_0'): , np.str_('bin_z_1'): , np.str_('bin_z_2'): , np.str_('bin_z_3'): , np.str_('radius_0'): , np.str_('radius_1'): , np.str_('radius_2'): , np.str_('radius_3'): , np.str_('radius_4'): , np.str_('radius_5'): , np.str_('radius_6'): , np.str_('radius_7'): , np.str_('radius_8'): , np.str_('radius_9'): , np.str_('cosmodc2-1deg'): }\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_0'), value=-0.0057683758038830765, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_1'), value=0.008283846961274615, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_2'), value=0.004137058586064512, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_3'), value=-0.00920712646245946, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_4'), value=-0.00331654211614225, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_5'), value=0.00025137470727514097, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_6'), value=-0.0019937168031028568, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_7'), value=0.006646531468363067, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_8'), value=-0.0011068038872593955, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_9'), value=-0.004330218166654884, )]\n" + ] + }, { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -2816,9 +3606,26 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{np.str_('bin_z_0'): , np.str_('bin_rich_0'): , np.str_('bin_z_1'): , np.str_('bin_z_2'): , np.str_('bin_z_3'): , np.str_('radius_0'): , np.str_('radius_1'): , np.str_('radius_2'): , np.str_('radius_3'): , np.str_('radius_4'): , np.str_('radius_5'): , np.str_('radius_6'): , np.str_('radius_7'): , np.str_('radius_8'): , np.str_('radius_9'): , np.str_('cosmodc2-1deg'): }\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_0'), value=-0.0042255111387835, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_1'), value=0.0071924286695982075, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_2'), value=0.003911751349786751, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_3'), value=-0.008854282600393053, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_4'), value=-0.0036009030807943924, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_5'), value=0.00038534929387622457, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_6'), value=-0.002454178840692148, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_7'), value=0.006014190394443744, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_8'), value=-0.00046170535596548476, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_9'), value=-0.0052782035950950735, )]\n" + ] + }, { "data": { - "image/png": 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", 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T35G7R14NTyUXmcZAfPjDbN5xIp2YvWcZCg0eCLalYEojVvfVxN1kxjPlaRQW5rRGfOaJJr0+kd4woCLJavCV23BXzya/I1FtO6Bf7n65vylUzXVDRNpblq/I7SWGMw0qNVNfU9oORW/TSZTCFc8d2NXk1yfSEwZUhDMnDiPPoPZQxUSp3f9NbUSmOpS426MbdmzbwLtOpLEjKQnYXz7cd0t0j2Z5D5FG4dXOnWBQbFhXHI2lSdua5X2I9IABFWHr1nXyLoikfj0HXdosd2T69XehVdkplBjcMC9+M+86kcZmH1wHm8EF0bYTGBLdp9nep09IF1zppQ73/et4KtMokMNiQEVIzE6Td8GiZMPdQ53z0NRETqoBaUfk/tbQdrzrRBpbXaqWhLrU1Pyrb1+MvQSeyMdxWwRmxTPJLzkmBlSEdKM6j8LX1rw/WG8I6QIXpRQJpmh8OX8W7zyRRv48thUnjVHy+/HOrsOb/f3CvUJwV2C63H/vrDuyCpuuxBWRXjCgImSZTfIu+JTlNevdGHHZeMQWHZL7y91LeOeJNPL1SbVweaztCNoFt0wVg0e7jkW4IRVZsOC1/eylIsfDgIqQ4+4m74KluOnKztRm0Nlkud1q6YrUlLO8+0QtrKS0BOvRWu6P82r6lX11pVF4qo36s2a+tRWOZKrlaYgcBQMqQk5FlvTiwma/G/dPuhk+SjasBj989NtXvPtELeyH/auQbgiCh5KPO3o0TamZ+rouehh6mk6iBG547uCOFn1voubGgIqQ7abmnvIpbPos6ecLCQlHf6s63LA5PIR3n6iF/Ziq9gz3sx2Fn5c6Mb2liDQKr3TuKNMorC1qh5Wntrfo+xM1JwZUhBwXteyMpai0Re7GqPK573vMXbHhz+X8BIhaSHaBFduNHeT+5KBgTe57/5CumOSVIPdfOHYOZbYyTdpB1NQYUBGsRh95F4Jshha5G9NvuRdRpSdRZjBh/um9/ASIWsjcuKXIN3jBX0nH1NjRmt33l7pdAg8U4KitFT4/zAnq5BgYUDm5woICZBvUbv9IS1CLve/A1GNyuyW4eTKzE9GF/shVe6GHIgmuJlfNblGEdyimB6TK/XeT3ZBd1Py5sIiam90FVB999BGio6Nlosi+ffti3To1y3dt1q5dK88T57dr1w6ffPLJBef88MMP6Nq1K8xms9wuWrSo1uvNmDEDBoMBjzzyCBxB3ObVKDWoP1h79x3SYu/7t+i+MjN7kksbfDrvwxZ7XyJnlZCWiL3lpWb+FtlF6+bg8W5jEIo0ZMIPr+1foXVziJwroFq4cKEMZJ599lns2rULw4YNw4QJE5CYmFjj+QkJCZg4caI8T5z/zDPP4KGHHpIBVIVNmzbh+uuvxy233IK4uDi5nTp1KrZs2XLB9bZt24bPPvsMPXo0T90rLRw6qWYv91JyEdW+5X7IDhw8Aj0L1cnpqy0tt3SbyFnNPrBWDrNH2hJxaYeBWjcHHiYPPBWp5sD7JrsVjmTV/HOcyF7YVUA1c+ZMTJ8+HXfeeSe6dOmCd999F23atMHHH39c4/miNyoyMlKeJ84Xr7vjjjvw1ltvVZ4jnhszZgyefvppxMTEyO2oUaPk8apyc3Pxt7/9DbNmzYK/vz8cxdnSArn1VVo+c/GQsylyu82nG5KT+MOUqDmtKlELoI9wydLNjb4+eji6uyTKNAr/PMAVf2Tf7CagKi4uxo4dOzB27Nhqx8XXGzdurPE1ovfp/PPHjRuH7du3o6SkpM5zzr/m/fffj0mTJmH06PpN5CwqKoLVaq320KMMkzoR3bcst8Xf+4Fr7oS/koE8gw8+XLmwxd+fyFlsPrEbx43RMChlmB7TckP79Uuj0E6mUVhd1A6rTjM3Fdkvuwmo0tLSUFZWhtDQ0GrHxddnz9accVscr+n80tJSeb26zql6zQULFmDnzp1y/lR9iXMtFkvlQ/Sk6ZHVrGYu9i1p3rIzNbFY/NE/86Dc3xzWqsXfn8hZzDu+W2672o4iJkxNm6AXA0NjMdGzPI3C0bNMo0B2y24CqgpiQnhViqJccOyvzj//eF3XTEpKwsMPP4yvvvpKTmyvLzF0mJ2dXfkQ19GjHHez3Pq2QJb0mowv9ZDb/W6dsTvuwnlrRNQ44g/R9Uq43B/rqf7805t/xappFI7YWuGLI6u0bg6RYwdUQUFBcHFxuaA3KiUl5YIepgphYWE1nm8ymRAYGFjnORXXFMOM4muxUlC8TjzEysH3339f7osfVjURKwZ9fX2rPfTI6qYGND5FRZq8/03X3yEnxCsGF+w7sF+TNhA5sp8PrEGKMRRmpRB39qg+vUEvWnuH4vbyNArvnHFFTnHLT0EgcpqAys3NTQY1y5dXz6wtvh4ypOY5AYMHD77g/GXLlqFfv35wdXWt85yKa4oJ6nv37sXu3bsrH+L1YoK62BdBnj2zmtSyM75FzV92pjYBtky5PV3MXDRETe37c2rveB/bEQR6B+j2Bj/edQxCkIYM+GHGPqZRIPujrlm1E4899phMayACGhEIiRQGImXCPffcUznMdvr0acybN09+LY5/8MEH8nV33XWXnIA+e/ZszJ8/v/KaYjhv+PDheOONN3DVVVfh559/xooVK7B+/Xr5vI+PD2JjY6u1w8vLS/ZwnX/cHlld1JU//sXalX8IKM2W+ajOudo0awORI8otzMMWY3u5f6W/H/TMy9UD/2jjgseTgK+yw3FndhLaWfQ595TIrnuoBJEvSqQzeOmll9CrVy/8+eefWLx4MaKiouTzycnJ1XJSiQSg4vk1a9bI819++WU5VHfNNddUniN6osSk8zlz5sj8UnPnzpX5rgYO1D5PS0uwGtWhyFDX+s8Pa2r+ReqE+HR3dYI8ETWNeXuWylW0FiULN+p0uK+qG9uNQKxLIophxvP7t2ndHKIGMSgVs7SpWYm0CWK1n5igrpf5VGdPJaDXkWy5/4OSiKGXXalJO+5b+B5+DBmB/vm78Ouk2zVpA5EjmrTia+xw6YYJtt2YM2oa7MHG5D245mApFIMRCzsrGBHRW+smkZOz1vP3t131UFHT2rb1T7l1UUrRu/9IzW5vUJE61JfpqhZpJqLGO52ZjDhjJ7l/Qyt9pUqoy5DwHhjneULu//PIadhsnApA9oEBlRM7maFmKvdVsuHpo12vWRujOjE+w8VxMtATae3zfatknc5WttMY3XEw7MlL3QbDjELE21pjLtMokJ1gQOXE0qBWnve1abu6rmuEOmk20+CHnCz9lMUgsmcri9Qcc8Nd0uxuNXKkTzhu9z8n998+44Lc4pZPPEzUUAyonFiWWU0dYdGg7ExVfQcOgUkpkbmoNm9QhyGJ6OLtSNyHwy4dZEmXOzoOsMtb+UTXMQhGOtLhj9f3M40C6R8DKieWU76qzrdELZCsFXcvTwQoGXI/Pv2Upm0hcgRfHlMLDXe2HUP3Vl1gj7zdPPH3VmrFiv9mhSIhmz8bSN8YUDkxq1kdEvAp0qbsTFUBZepQ3xmDNhnbiRyFqN6wzqZWehjjrhaBt1c3dxiJri5JKII7/nmApalI3xhQObEc14os6doHMf7lpSbS3O1rrgeR3vwRvw7JxnC4KsW4o/to2DOj0YiXO0bK/eWF7bEuWS3yTKRHDKicmNXkJbeWQnVyupYCitRhxwyzWluQiC7Ot2fUlAO9bYcRbgmx+9s4NLwnxrkfk/vPHznFNAqkWwyonJjVqOZ9ClDUeQpaCixQhyYyzWopHCJquIKSQmw2Rsv9yy2O8730cqyaRuFQWWvMO7pa6+YQ1YgBlZMqLChAtsEi91t7a5//KaxMXXGYYVLbREQN93XcUlgNFvgo2bi5xziHuYWRPhG4zU9No/DWaQNyi/O1bhLRBRhQOan9uzagxKCu8uvbe5DWzUEHH3VoIsMQgCIdzOkiske/Zqk55QbZEuDpYMPnT3YbgyBkIA0BeHP/cq2bQ3QBBlRO6sDRA3LrqeQhunMPrZuDAf3VTM5FBncc2rVT6+YQ2Z1z1jTsMnaU+9eFqwXjHYlIo/BEK7UMzZdZYUjMOaN1k4iqYUDlpJKL1MzDvooVehDWpg18FTV1Qtyxg1o3h8juzN67HMUGM0JtZzEpZjgc0a0dLkOMUaRRMOP5fZu1bg5RNQyonFSmSf3ofcu0LTtTVWBZptyeLNVHkEdkT5YXqClHhhvP2l2pmQalUejURu4vLWyHDcl7tG4SUSUGVE4q212dBO5bqp/Jnf7lgVSqOrWLiOppX3I8Dhk7yP1p7fs69H0bFt4LYyrTKJxkGgXSDQZUTiqnPEu6b7G2ZWeqCihSg7t0D7VtRFQ/c+I3QzEY0bHsGPpGdnf42/ZS14FwQxEOlLXBV8fWaN0cIokBlZOylq8A8tHRirqAArUtmWY1gzsR1c/askC5vcysnz+QmlO0pTVu8UuW+/8+pSBP43qkRAIDKidlNalBi6WwGHoRUqwmGGUuKqL6W354I04ZW8OklOCu2Muc5tY93W0MApGJVATirf3LtG4OEQMqZ2V1UbMoW4rLoBeRJjVze4aLn9ZNIbIb85MOy21P22G09o+As/B288JjEerPrzmZIUjMUXusiLTCHionZTX6ym2IST/zlXp16ia3VoMfziYlad0cIt0rLi3GRoNaPHiCjzuczbSOl6Kz8RQK4YEX9m/Sujnk5BhQOaGU5CTkGNSAqnNrte6XHnTu0QtmpVDub93GH45Ef2X+nmXIMgTAS8nFbT0dp9RMfbkYXfBSx1Zyf0l+W2w6u1frJpETY0DlhHZsUVfFGJUy9Bs0CnphNpsRaEuX+0dz1LpdRFS7nzMy5HaA7Rh83B2nGHJDjIjojcvMx+Uqx+cPJzCNAmmGAZUTOp6mzjXwRTY8fdSeKr3wL1NzUZ11KdW6KUS6lp6bgZ3lpWauCXGeuVM1eaVbf5lGYV9ZJOYfX6t1c8hJMaByQmlQJ3L62vSTJb1CQJHapjQPNfEoEdXsiz3LUWjwQLCSgqu7Oc/qvpq0s7TBzRb1D8U3ksqYRoE0wYDKCWWbTXJrKc2F3vgXqXOoMsvzZBFRzZaWFzm4BGccttRMQzwdOxoByEIKgjDzwHKtm0NOiAGVE7Ka1douPjpMhhdcqPaeZbipKRSI6EJHUhKwv7zUzG3tevIWiZ9nbt54NLxE3osvMoKRlMt5mNSyGFA5Iau7urzat1jtDdKTcEVN45DpYtG6KUS69fnBdVAMLmhnS8Cgtr21bo5u3NHpMnQ0nkYBPPDivg1aN4ecDAMqJ5Tjqg6n+Rbqp+xMhS7BaiX5DEMACvP0U7iZSE/WlKp/cIw06W8epNZpFP7VIUzuL85viy3n9mndJHIiDKickNXkJbeWQrV7XE8GDB4m0zmUGlyxY8tGrZtDpDt/HtuKk8YouCiluLPrCK2bozuXteqLS8vTKDwXf5xpFKjFMKByQtlGdX5SQJlaO09PfPz84K9kyv39p49p3Rwi3fnq5AG5jbUdQbvgKK2bo0svde0HVxRjb1kkvk34U+vmkJNgQOVkCgsKYDWowwVtvPVZM8+/LEtuTykc8iOqqqS0BBvQWu6P9+LKvtp09IvETb6n5f6MpFIUlOpvAQ45HrsLqD766CNER0fD3d0dffv2xbp16+o8f+3atfI8cX67du3wySefXHDODz/8gK5du8pM3WK7aNGias/PmDED/fv3h4+PD0JCQjB58mTEx8fDHh3etw3FBnXid/ce/aBHASXqvJBUM39hEFX1/f6VSDcEwUPJx+09nK/UTEM8Ezsa/sjCOSUIb+9foXVzyAnYVUC1cOFCPPLII3j22Wexa9cuDBs2DBMmTEBiYmKN5yckJGDixInyPHH+M888g4ceekgGUBU2bdqE66+/Hrfccgvi4uLkdurUqdiyZUu1oOz+++/H5s2bsXz5cpSWlmLs2LHIy8uDvdkXHye37ko+Osf2hR75F6k9U5nu+incTKQHi1LVVAD9bEfh58WVsHWxmH3wcJi68GZ2RhBOM40CNTODoigK7MTAgQPRp08ffPzxx5XHunTpInuMRC/S+f7xj3/gl19+wcGDByuP3XPPPTJwEoGUIIIpq9WKP/74o/Kc8ePHw9/fH/Pnz6+xHampqbKnSgRaw4cPr1fbxXtYLBZkZ2fD11e7ci//nvU63u4wHqG2s4gbNR569PjX7+LriJHoUbQPy8bfrHVziHQhu8CK3pv2It/ghZn+ybip1wStm6R7ZbYyDF+3FMdsEbjC8zhmDZyidZPIDtX397fd9FAVFxdjx44dsmeoKvH1xo01rwYTQdP5548bNw7bt29HSUlJnefUdk1B3FQhICCg1nOKiorkh1D1oQeZapJ0+Jbpd7l1SKk6WT7TxL/AiSrMiVsqg6kAJR3XxY7mjalnGoUX24fI/d/y2mJbijqhn6g52E1AlZaWhrKyMoSGhlY7Lr4+e/Zsja8Rx2s6XwzZievVdU5t1xQdeo899hguueQSxMbG1tpe0WMmItqKR5s2an4lrVnNao0831L9Tvhu5xEot+lGf62bQqQbS3LVguFDkQRXE2td1teY1v0wvDyNwvPxR5hGgZqN3QRUFQwGwwUBzvnH/ur884835JoPPPAA9uzZU+twYIWnn35a9mRVPJKSkqCnLOk+xfpd9dKvuzpZPt/gjcN792rdHCLNJaQlYq+xo9z/W2RXrZtjd17p0kemUdhdGoXvE9Zr3RxyUHYTUAUFBckCoOf3HKWkpFzQw1QhLCysxvNNJhMCAwPrPKemaz744INyTtbq1avRurW6dLk2YsWgGGut+tADq5saUFnKixDrUXSXGHgp6pDkjgO7tW4OkeZmH1iLMoMJkbZEjOwwQOvm2J1O/m1xQ2UahSIUluqvSgTZP7sJqNzc3GT6A7HKrirx9ZAhQ2p8zeDBgy84f9myZejXrx9cXV3rPKfqNUWPleiZ+vHHH7Fq1SqZtsFeWV095danqBh6FmBTk3ueLMzQuilEmltV4i23I01qjjZquGe7jYIF2UhWgvHOgWW8heS8AZUg5i59/vnn+OKLL+TKvUcffVSmTBAr9yqG2W699dbK88XxkydPyteJ88XrZs+ejSeeeKLynIcfflgGUG+88QYOHToktytWrJDpGSqIlAlfffUVvvnmG5mLSvRoiUdBgX6HzWpjdVF/MPsXl0HPAkrUSfznXO1mESpRs9h8YheOG6NhUMpwR8xQ3uWL5Ofui4fD1J75WemBSM5L4b0k5w2oRIqDd999Fy+99BJ69eqFP//8E4sXL0ZUlFp+ITk5uVpOKtGTJJ5fs2aNPP/ll1/G+++/j2uuuabyHNETtWDBAsyZMwc9evTA3LlzZb4rkaKhgkjTIOZBjRw5EuHh4ZUPcZ69sRrVocdgoxv0zL9YzfGV4c7Jt+Tc5h1Xc8d1sx1FTGh7rZtj1/6v8yi0M55BPjzx4j7OpSInzkNlz/SQhyoz9Sy67j0jV7t8U3gYl02YCr26f+F7+CFkBPrn78Kvk27XujlEmhArm3uvWYEUYygeMx/Ck0Nu4CfRSEuTtuK2o24wKDb8HuuBPiFdeE/JufJQUeNt37JaBlNi6KDvoFG6vqXBRWqcn+Gmj8n8RFr4+cAaGUyZlUJM71E9Xx5dnHFtBuASNzWNwrPxh5lGgZoMAyoncvScusrFFzmw+KurHPWqtdFDbjOM+izgTNQSvj+nplvpazuMQO/aEwlTw7zatTdMKMGu0ij8eKL2JM5EDcGAyomkKWp2eItNH1nb69K1tZpzJ8vgh4y0VK2bQ9TicgvzsMWozpm6qo6qDNRwnf2jcb3PKbn/WmI+0yhQk2BA5USy3Fzk1rc0F3rXp/8guCrFUAwu2LqZf0GS85m3ZynyDD7wUzJxI4f7mtxzsZfBAivOKCF472D11DlEF4MBlROxupvl1kfHZWcquHt5wl9Rc1EdTlf/kiRyJr9b1bQsg5WTcDPpe1WuPfJ3t+DBUHU18Wdp/jiXr5YjI7pYDKiciNWsZkn31XGW9KoCStUkhslGfSchJWpqpzOTEWfsJPdvaN2BN7iZ3BMzBtHGZOTBCy/u+5P3mRqFAZUTySkvO+NTZB9lFwJK1KHJNHeT1k0halGf71uFUoMrWtlOY3SHwbz7zcRkNOGf0er8tJ/zorAzNZ73mi4aAyonkm1Ss6RbCtXJ6XrnX6gOeWSWF3QmchYritR/8yNc0mQNU2o+EyIHYohrAmxwwXOHDslSY0QXgwGVE8kxqgFVoL6rzlQKLA/8MtzUdhM5gx2J+3DEpb1MPHl7p/9VbKDm80rXHnBBKXaWRmHRiQ281XRRGFA5kWyDRW5bedlHsswImzrUl2lS203kDL48tl1uO9uOoXtEjNbNcQpdA9rjOh+1bNmrJ/NRVMp5m9RCAVVWVpYsUiyKEWdkZMhjO3fuxOnTauJI0p9DuzejyKAOI/Ts2gf2oJ1vmNymGwJRZCfzvogaW2pmnS1U7o9xt4+heUfxz9jL4AsrTisheJ9pFKglAqo9e/agU6dOeOONN/DWW2/J4EpYtGiRDLBIn3bu2yG3ooRFTK9BsAeD+g+V22KDGft3qn+1EzmyP+LXIdkYLnOw3dF9tNbNcSoB7n64P0RdCPNJmgUp+elaN4kcPaB67LHHMG3aNBw5cgTuVSYLT5gwAX/+yWWnepVckCO3FiUb9iKkVQQsihqwxx0/qHVziJrdt2dOyG0f22GEW0J4x1vYvTFjEGUQaRS88a99a3n/qXkDqm3btuHuu+++4HirVq1w9uzZhl6OWkhG+UIh3zI1sLIXAWVqcs+kUvtqN1FD5RcVYJMxWu5PsnAhhhbcXFzxz2i1fuiivCjEpR3WpB3kJAGV6JWyWi+sBRcfH4/g4OCmahc1sWx3V7n1LVMzA9uLgBL131qqmesnyLF9vWcpcgwW+CjZuLnHOK2b47QmRQ3GoMo0Cge0bg7ZkQb/lrrqqqvw0ksvoaREnTBpMBiQmJiIp556Ctdcc01ztJGagNWslp3xLVZzO9kL/yI1AMwoL5tD5Kh+y1bn7wy2JcDT7KF1c5zaq127yzQK20ra4iemUaDmCqjERPTU1FSEhISgoKAAI0aMQIcOHeDj44NXX321oZejFpJjtq8s6RUCC9XlyxlmT62bQtRszlnTsMvYUe5fF96Wd1pj3QI64FpvNY3CKydyUVzGFZf01xpc08PX1xfr16/HqlWrZKoEm82GPn36YPRorkjRsxyTGpD4FtpXQBVSbJDbDJN95M4iuhif71mGYkNXhNmSMTFmLG+iDjwfeykWb96HU0ooPji4HI/FTtS6SaRzF10k7bLLLpMPsq+yM37FdpImvVyUWU3qmeHir3VTiJrNikIT4AIMM55jqRmdCPLwx/3BOXg91QcfpfriloIMBHuodf+ILjqgev/991FfDz30UL3PpZZjNao9PCEGdXK6vejdsRtghZyseybhJCKio7RuElGT2nvmEA4ZO8j9ae378e7qyH1dxuCbtJVIVMLw0r41+E//KVo3iew9oHrnnXfqdTExQZ0Blf5kZ6bDCh+53y60FexJh9gecN+wA4UGT2zeuQlTGFCRg5l7eAsUQ090LDuGvpFc2KO3NArPt/XFXQnAj7mRuDv9KGID1eCX6KICqoSEhPqcRjq1feMKKJ6dZbHVfoPsa5jWbDYjwJaJMy6eSMhN0bo5RE1ubVmgXB40ymxfK3CdxRVth2DgqUXYUhKNZw/uw8+XMKCimjG5jxM4ejZJbn1ghX+QWifMngSUqtndk002rZtC1KSWx2/AKWNrmJQS3BlrX3/sOJNXYmJlGoUtJW3xy8lNWjeH7LmHSpSbefnll+Hl5SX36zJz5symahs1kTSbuuTXYrPPbOP+xbmAWeSiuug1FES6NP/UEcDYCz1th9Hav7/WzaFadA/qiCleP+K7vHZ4JSEb41uXyOFAoqrq9Rtq165dlYk8RaoEMVeqJrUdJ21lmNWP2adMTRxobwILC0X3GjLcmYuKHEdxaTE2GiLl/gSf/9VFJX36Z/cR+GPzQTlB/aNDK/BItwlaN4nsMaB67733ZP4pYc2aNc3dJmpiOWb1LylLSb5d3tvAIjXVQ4Yr65vp2aFDe/HmgbW42qcVrhhztdbN0b35e5Yhy9AaXkoOpvUcr3Vz6C8EewTi3uBs/DvVGx+meOPmdpkytQJRg+ZQ9e7dG2lpaXK/Xbt2SE9Pr8/LSCesFVnSiwthj1opavszXNSipaRPzxzbisX+l+BxlwBs2LNF6+bo3s8ZGXI7wHYc3u5eWjeH6uGBmDFobTiHHPjg5X2rec+o4QGVn59f5Uq/EydOyOzoZD9y3NS6YL5i6MwOxQSrwyKZhgDk5lxYmJu09/PqX7HJo5fctxosuDs1GweOx2vdLN1Kz83ADmMnuX9taITWzaF6Mpvc8Fxbtaf8+9xI7Es/yntHDQuoRNFjUbMvOjpazpPq16+f7Kmq6UH6YzWpf/36FpXCHg24ZBiMShnKDCbs2LJR6+ZQDT4stkIxuKBr8SGE2M4hzRiCW48fxqmzp3i/avDFnuUoMrgj2JaCyV25us+eTG47FP1dT6AMJjx3cK/WzSF7m0P12WefYcqUKTh69KhM3HnXXXfJYshkH6wu6l9U/qUK7JG3jy/8lQykG4JxMPkERmjdIKrm89+/wh7PWBn0PunlBz//QNx2LgunXNrgxr1b8IunJ/x9WbKjqqViOqMLcInhDEvN2KFXYrpiwt4cbC6Jxu8nN2NS1CCtm0Q6UO916OPHq5Mmd+zYgYcffpgBlR3JNqgLClp52O88jYCyLKQbg3FaYfJDPRGrf2e7qf+uLsnfifGX3SX33ytYg/useThiao8bNi3BTyOnwKN8Lp+zO5KSgP3lpWZua9dT6+bQRegZ1AmTvX7Ej3nt8FJCFsa1KYXJyLQuzq7BiT3nzJlTGUydOnUKp0+fRkv66KOP5NCju7s7+vbti3Xr1tV5/tq1a+V54nwxJPnJJ59ccM4PP/yArl27yqzcYrto0aJGv69exO9Ty7YIsZ3VOS72KKBETfmQ5u6idVOoird+n4MEUzTclEI81bZ35fHx/UbiVdcMuCrFiHPriptXLUBpqX0OOTe1zw+uk8Oj7WwJGFTlnpF9eTF2OLyQi5NKGD4+uFzr5pA9BlRiQvpLL70Ei8WCqKgoREZGyknrIvFnc09WX7hwIR555BE8++yzMjfWsGHDMGHCBCQmJtZ4vphIP3HiRHmeOP+ZZ56RQ5YigKqwadMmXH/99bjlllsQFxcnt1OnTsWWLVsu+n31JG7PVrkVv/A6xdpv4VX/IjXlQ7o7ezn0wmrNxgIfdcHAWOsu9Dnv39eNw67AU7YEORS4wb0X7lo2V6OW6suaUnW16qUm+8wLR6oQzyDcE5Ql9/+T4oWMQnWfnJjSQE899ZQSHBysfPTRR0pcXJyye/du5cMPP5THnnnmGaU5DRgwQLnnnnuqHYuJiZFtqsmTTz4pn6/q7rvvVgYNGlT59dSpU5Xx48dXO2fcuHHKDTfccNHvW5Ps7GwxgUluW9LMT19XQlftUmJXLFXs2WNfzZT/H6P/+ErrplC5v//wgfxMOqxcq5w4ebzW+/LSH3PleeLxyO+fO/X9W31ki7wPESu3KcdTT2rdHGqkwpIipc/qpfIzfXTbj7yfDqq+v78b3EP15Zdf4vPPP8e9996LHj16oGfPnrjvvvswa9YszJ3bfH+BFhcXy/lbY8eOrXZcfL1xY80rv0Tv0/nnjxs3Dtu3b6/M/F7bORXXvJj3FYqKimC1Wqs9tJBmUiei+9pp2ZkKoaXqUF+GyaJ1U0gM959Jwk9+3eS9uCJrL6Iio2u9L8+Pvw03FuyQ+/M9+uLlJV867T38OnG/3Ha3HUF0kNq7R/adRuHZSDUtzcKcNjiQcVzrJpGGGhxQZWRkICYm5oLj4ph4rrmIxKJlZWUIDa1e3Fd8ffbs2RpfI47XdL6Yy1GRqLS2cyqueTHvK8yYMUMOi1Y82rRpAy1Yy7Ok+5bmwZ5FewbJbaaRmYn14OWtv8Jq8JPL/l8Y9be/PP+didMxvmC73P/YLRYfrlgIZ1NSWoKNUH8OjPfmBGZHSqPQ16SmUXj+YJzWzSF7CqhEj9QHH3xwwXFxTDzX3M6vF6goSp01BGs6//zj9blmQ9/36aefRnZ2duUjKSkJWshxN8utb7F9r44b0FOdn5Nv8MKh3fyhpaW9B3djqa86mXqq9TgslvplsP987DQMKdwNm8EFrxujMX/9r83cUn35fv9KpBuC4KHkY1r36j3eZL+MRiNejomBEWXYUByNJYnqvFVyPg0OqN5880188cUXcjXc9OnTceedd8p9Mdz373//u3laCSAoKEjmazm/VyglJeWC3qMKYWFhNZ5vMpkQGBhY5zkV17yY9xXEikFR/7DqQwtWt/KyM0X2mSW9QlSnTvBW1GHLXYd2a90cp/ba0a0oNHggquwk/jHx9nq/TnzffX3ZDehRfAAlBjc8WxyAJdudpzbootQUue1vOwo/Lw5dO5I+wTG40vOE3P9XQjpKbVzR6owaHFCJjOmHDx/G1VdfjaysLDnMJ5J+xsfHy9VvzcXNzU2mK1i+vPryVPH1kCFDanzN4MGDLzh/2bJlMtO7q6trnedUXPNi3ldPrK5qygRLYTHsXYBNHVJOKOJqGq2s2rQSf3r1kfvTCjLhZlZ7QOtL5KKaP3AcOpYek72ND1uBrQd2wtFlF1ixrTz31NXBIVo3h5otjUIeEmzh+PTQCt5jJ9SggXwxkVtMxv7000/x6quvoqU99thjMq2BCIhEICQyuIvUBffcc0/lMJvIizVv3jz5tTguhiLF60R2dzEBffbs2Zg/f37lNUWS0uHDh+ONN97AVVddhZ9//hkrVqzA+vXr6/2+9lB2xlJs/38xBZRYkegCpLjZZ8Z3RzAz6xTK3APRrfgg7r1i2kVdI9AvEF/H9seU/XtwyqU17kw+h289DyOmrVrbzhHNiVuKAkNHBCppuLbbKK2bQ80gzCsY/xe4Ge+ke+H9c564qV02/N3ZE+lMGhRQiV6dffv21Tl3qDmJfFHp6ekyD1ZycjJiY2OxePFimQ9LEMeq5oYSiTjF848++ig+/PBDRERE4P3335e1CSuIXqYFCxbgueeew/PPP4/27dvLvFMDBw6s9/vqmdWoJmENMtj/JFj/4jzAHchwd9O6KU5pwfLvsd29JwyKDfe5qiubLlZkeCTm5ufihhOnkWIMxa1HD+EnLx9EBIfDES3JLZWlZoYgCa4mtXecHM/DXcdiwfo/kawE45X9q/B236u1bhK1IIPIndCQFzz++OMysHr99debr1UOSKRNEKv9xAT1lppPlZ2Zji67TshJwHOy92HC5Jthz+5f8B5+CB2BfgW78dvEi+sdoYsjeqfHrP4Rh1w7Y2DBLvzcgLlTdVm/dwvuSC2E1WBBTMlh/Dx4HCw+jvVXfUJaIi7ZkyKLey9oU4yRHQZo3SRqRt8d/xMPnvSFCSVY2SsYnf3b8n47ye/vBndbiLxMIg+VmEMkhsC8vKrXh5s5c+bFtZia3O6ta2Bzay97FPoOtP+SwiFFaib+TFdtJvg7s0/++C8O+fSBSSnBE0Htm+y6l3QfiLe3rsCDufk45NoJN278FYsuvQ5mt4bNzdKzz/evRZmhO6JsiRjZ4Uqtm0PN7Jq2l+CL079iV2kUnjuwC98NZUDlLBo8KV0M+fXp00dGaWJyuijFUvHYvZurr/Tk8JmTcuuNHISEa5MHqym1dlGD9wyX+i3Tp6ZRXFSEeZ7Bcn9k3k4MGzC8SW/tFQNG418uKTJY2+kWi1tWfuNQdf9Wl3rL7UgTF1M4SxqFVzp3kn/IriuOxq8nt2ndJGohDe6hWr16dfO0hJpcSlmRQ2RJr9AjKgYoBbLgh/SzZxEYFqZ1k5zCa79/gST/wfBU8vBczCXN8h63jZiMzOXf4A2XzvjTvTfuXTYXsybeCXu3+cQuHDdGw6CU4faYoVo3h1pI35AuuMrrB/yU3x6PJCiIDshHrI+64pocV4N7qKoSySpPnTrVdK2hJpXlqpZrsZQ5SEA1YCBclWIoBiO2bq297A81nYz0NHxnUZf7j8+OQ0xHtdxMc3hkzE24s2iP3P/Vox+eXDwb9m7ecTUJbTfbUcSENt1QKenfmz1HoK9nIfIUN9y45zhOFKh/4JLjanBAJbrixWo4MUGrbdu2cqWb2Ber5Crq45E+WMtXw/mU2neW9KrJUgMUNRfVkcxkrZvjFF5cuxDpxmD4Kxl4YejkZn+/lyfcjmvLS9TM8+iLGUvVFCj2SJSsWq+oqxbHejLVh7PxdQ/CN336oauXO1KLS3FD3DGkFvN3pCNrcED1wAMPyDxMImN6xdwpsS/yOz344IPN00q6KDnlSRd9ixwjoBICStV5KMlG+09UqndHTxzG73495P7krEMIDYlokfd9d+w0jCkvpvyBa1d8uuo72KOfDqySKSHMSiGm92CpGWdkcTVhfs/2iHR3w4mCYtwUdxw5pWVaN4v0ElCJpJiizMzdd9+NHj16yIfYF+VoqibMJO1Z3dRcQT5FjtPV7F+cK7dpHvafV0vvXolbiTyDD8JtZ/D8+Nta7H1FiZovxtyKgUVxMtXAq4jEtxsWw978cO603Pa1HUagd4DWzSGNhJpdsaBnewS6mrA3twDT9iagsExdsUxOHlC5u7vLob7ziWOiTAvpMEt6oeN0MweU97almxuXWJLqtnX3Zqz06Sv3b8o5DU/P6ulRmpvIdff1sGsQW3IQxQYzni7yxcqdf8Je5BbmYYtRnTN1VQCDKWfXztOMb3q2g5eLERuycnH/wZMoa1gKSHLEgOr+++/Hyy+/jKIqvR5iX5SiEcOBpB9WF3W5tn+p43zjBhWoy+kz3dT/N2oeb5zeLwsYdyg5ikcmaZNE1dvLG/P7jUa70uPIM3jjgaxS7Iy3j9Qs8/Yslb17fkoGbuRwHwHo6eOJubHRcDMY8HtqNp4+fAoNzKtNOtfgcRMxZ2rlypVo3bo1evbsKY/FxcXJhJ+jRo2ShZIr/Pjjj03bWmqQbIOacTrc3LK9C80pzKaW7cgwMRdVc/n9z9+x0aOX3L+zrKSykLgWggOC8U3XvphycB/OuLTCHaeS8YOnL9q3aQc9+91aoJaaURLhZmLPPamGBfjgg65RuHv/Ccw7k45gNxP+Hu2Y5ZacUYMDKj8/v2q18IQ2bew/aaSjObp/NwoMat6T7p1j4Sg6+bWS2wxDgOwZFSv/qGm9n58JxdwKvQr3YtqEWzS/vW1bRWFOfg5uTDyHs8Zw/C1+D37y8EJYUCj06FTmGcQZ1ULPN7buqHVzSGeuDPFDeklr2UP19olzCHZzxbRWQVo3i7QIqObMmdMU70vNbPferUDoAJm3KabHIIe53wMHDobhwBk5HLVn2xb0v6Rps3Y7uy8Wf404j1gYlTI84q1mR9eDnh1j8VFeNu7MyMEJl7a4ceca/DxkIny91eLfejJ732qUGrqhte0UxnS+XOvmkA7d3ipIplCYeeKcDKwCXE0y0CInTuxJ+nUqJ1NuLUo23D0cZwK3yI5ugZo6Yc+Jw1o3x6GIPHKzXdV/K0Pzd2H8sPHQk5G9huLfHvkyDcFB18742/pFKCrW3wrWFUXucjvcJV3rppCO/b1tGG6NCISYRfXAgZNYn+kYCZidGQMqB5VuVCc7Whyk7ExVAWVqQHXKQTLA68XM3+bgmKkd3JRCPBWlzo/Um6sHj8M/DafhopRim7kHbl/5ta7q/u1I3IcjLmpB8ts7DdS6OaRjBoMBMzq1xqRgC4oVBbftTcCenHytm0WNwIDKQVnd1dFcn9I8OJqAEjWQSjUbtG6Kw8jPz8N8X3Uu5OicXejbvT/0avql1+DR0kMyaFnl3gcPLp0LvfjymJrlPcZ2FN0jYrRuDumci8GAD7tEYYifN/LKbDLxZ0K+/npdqX4YUDkoa/lkbZ8Sx/uLx79IDRLTPdShFWq8l5Z8KSd8eys5eKG3vob6avLE2Jtxe6GaQmGRZz8888cXuig186dNnSg/2l0/vWakb+4uRnzZPRqx3h5IKynF9XHHcK7IcXIHOhNjQ+dYXHrppTh8mHNX9M5qVoMNXwfKkl4hsFAtO5Pp5jjpILSUfPY0Fvl1lftXZO9BVGQ07MFrE+/A5PK6f3PMvfDWsq80bc8f8etkUOqmFOGO7qM1bQvZFx+TC77p0Q5R7m5ILCzGTXuOwcoSNY4dUIl8NPv27ZNjv6RvVlc1ZYKl0PECqpAi9d9fhquv1k1xCP/a/DOyDX4IsqXg+ZE3wp58MHYaLi3cCcVgxDumGHyxWrvcd9+eOSG3vW1HEG4J0awdZJ9CzK5Y2Ku9zE21P7cQt+09zhI1jj7kd+utt8pCyKRvVpfysjNFjjf0EOWuLi/ONPpr3RS7t//QXizxVZN4TrUeQ4C/fZVJEXX/5o76G/oV7ZV1//6lROCnTUtbvB35RQXYZFR79i63MIs/XZy2HmbZU+XtYsSmrDzcd4Alahw6D5XIiP75559j+fLl6NevH7y8qg+7zJw5synbRxfJ6qL23gQ2/CPWvT6du0NkTsgx+OLk4cOI6qQmUaSGe+3IRhR6D0Rk2Uk8NfEOu7yFZjczvrlkMq7auFimU/h7QTH84jZgZM+hLdaGr/csRY6hLXyUbNzcS/9z0Ei/uosSNd2j5QT1xWnZ+Ef8Kfy7c2uODDliD5UY8uvTpw98fX3lXCpRiqbisXu3fdTZcnT5OVZYoQZU0QGON/TQpXcfeCjqZPvtceocGmq4NVtWY42XWgB5WkEm3Ow467xI8Dm/zwi0LTshA+370wqw58i+Fnv/37Jz5XawLQEerlwsQY1zib8PPuoaBTG54avkdLyZcJa31A40uPti9erVzdMSajK7tq5GmTFK7vcdMMIh72yALQOnXTxxLD9N66bYrZnpJ1Hm0Qtdig/hviu0KYDclMKCwvDfTrG49shRnDOGYdrJk1jk5YOoCPV7obkkZ6dgZ3mpmakRbZv1vch5XB7ihzdKWuPJw6fwzslzCHQz4c7W+qleQBdi2gQHFJ90XG7FEviw1o75Az6gNFtuz5nKtG6KXfp2+Q/YWl4A+T4Xxyne2zGyA2a3CoOfkiGLKd+0fwdSM1Kb9T2/2LtClkIKsyVjQudhzfpe5FxubRUkM6oLzx85jZ/OqRUwSJ8uaoLNtm3b8N133yExMVHOqarqxx+1W2VDqrMlhXJrsalBhyPyL84DzCIXleMEAy3pY5u6WGFAwS5cN/F2OJJ+Mb3wYf6f+L+sXJn5/cbtK/DzJVfCy7N50mysKDQBLsBw4zm4uLg0y3uQ83qsbajMTzXndBoePJgIf1cTRgTor4YlXUQP1YIFCzB06FAcOHAAixYtkrmpxP6qVatgsVh4T3Ugy039oe5bps7rcEQBhWrQmGl2nDqFLeWDX+bgoFtnmJQSPB5kHzmnGmpUn+GYYbbKnFD7XLvgb39+L39WNbW9Zw7hkLGD3L+tfb8mvz6RSFP0SsdWuCLYDyWKgtv3JWC31fESNjtlQPXaa6/hnXfewW+//QY3Nze89957OHjwIKZOnYrIyMjmaSU1iNWs9tr4lDruN11QoTrUl+HKv9QaorioCPM8A+X+iLydGDFgJBzV1KET8SwSZd2/zeaeuGP5vCav+zfn8BaZA6tj2TH0jYxt0msTVS1R80HXSAzz90a+KFGz5xiO5at/VJIdB1THjh3DpEmT5L7ZbEZeXp6MoB999FF89tlnzdFGaiCru7pay7fYcb/hWhnUnqlMFzUnFdXPjN/nINElUq6SfKbTEIe/bXdfdh3uLzkg95d79MVjy5q27t+fZWpwOtrsuN9rpA9moxFzYqPRw9sDGSVlskTNWZaose+AKiAgADk5anHaVq1ayTQKQlZWFvLzHbdHxJ7klC/b9ikfFnNEXULUlVuZBn/k5li1bo5dyMjMwHeW9nJ/fPZudBP5vJzAM+NuxS0FO+T+tx798OIfc5rkusvjN+CUsbUcOr0z9rImuSZRXbxNLvi6ZztEe7jhVGEJbow7huwSx0ve7DQB1bBhw2RST0EM8z388MO46667cOONN2LUqFHN0UZqIKurOvnWt9BxC2z2GzJUDuWI7NjbN2zQujl24aU185FmDIafkokXh06GM/n3xOm4Il/NWfapuQfeWz6/0decf+qI3Pa0HUYr//BGX4+oPoLdXLGgZ3uEuJlwMK8Qt+5NQEGZjTfPHgOqDz74ADfccIPcf/rpp/HEE0/g3LlzmDJlCkvS6ITVRS19EVCmwFF5+/jCX1GXEB9IUWuoUe1OnDyO3yw95P7krAMIDYlwutv18bhpGFa4C4rBBW+5tMe8tT9d9LWKS4ux0aDOGZ3ky4UR1LKiPMyY37M9fFyM2JKdh3sOnECpzXF/3jv0kF9EhPrD2Gg04sknn8Qvv/wiS874+7O2mh5kG9Qs6eFujv2DPqAsS27PwHGHNpvKv3YvRa7BB+G2M/jnePtP4nmxdf/mXXYjehfvk3mj/lkWgt+2rryoa83fswxZhgB4KTm4tce4Jm8r0V/p5u2BeT3awWw0YGmaFX8/nARFYVBld4k9xcT05557Tg7zpaSkyGNLlizB/v370VwyMzNxyy23yNQM4iH2xbytuoh/XC+++KIMAD08PDBy5MgL2lhUVIQHH3wQQUFBsi7hlVdeiVOnTlU+f+LECUyfPh3R0dHyGu3bt8cLL7xwQf4tvTh59ADyDWoPVdd2XeDI/EvUuXxp7sz9U5ftcVux0qeP3L/BehqezZSPyR54mN2xYMgV6FR6BIUGTzyWa8LGvVsbfJ2fMzLkdqDtGLzdnfd+krYG+3njk65R8hf5/OQMzDiezI/EngKqtWvXonv37tiyZYtM4pmbq+Y62rNnjww0mstNN90kawWKwE08xL4Iqury5ptvyp4zMUwpkpGGhYVhzJgxlZPqhUceeUTm0xL5tdavXy//fy6//HKUlanL8g8dOgSbzYZPP/1UBmMiZcQnn3yCZ555Bnq0a+cmuXVVihHb17GzNgcUFshthjtrp9Xl9aQ9KDaY0b70GB673Dl7p6qy+Fgwv+cQtClLhNVgwf+lZOHA8fh6vz49NwM7ykvNXBvaphlbSvTXJgT74d+d1X+H7yemYFZS81YGoDooDTRo0CDl7bfflvve3t7KsWPH5P7WrVuViIgIpTkcOHBA9GMqmzdvrjy2adMmeezQoUM1vsZmsylhYWHK66+/XnmssLBQsVgsyieffCK/zsrKUlxdXZUFCxZUnnP69GnFaDQqS5YsqbU9b775phIdHV1nm8V7ZWdnVz6SkpJke8V+c3pn1utK6KpdStcVyxRH99hXM+X/66g/vta6Kbq1eO1iJWzldnmfvvid96mqgwnxSvcVS+S96bv8FyUpOale9/TNDQvka8RrS0tLm+mTI2qYdxKS5b9L8fjhbAZvXxMSv7fr8/u7wT1Ue/fuxdVXX33B8eDgYKSnp6M5bNq0SQ7zDRw4sPLYoEGD5LGNGzfW+JqEhAScPXsWY8eOrTwm8maNGDGi8jU7duyQ2ZOrniOGB2NjY2u9rpCdnS3nktVlxowZlcOT4tGmTcv8JZthUFd7+NocN0t6hfBStXJSpkmdM0YXei8/TU7C7lm0D7dPvIm3qIqYtp3wWVggLEoWTrm0wY17NyPTqg7l1WVpeXaYSwzJLDVDuvFwVCimtwqS+w8dPInV6Uwn09IaHFD5+fkhOfnCcdpdu3bJvFTNQQRGISEhFxwXx8Rztb1GCA0NrXZcfF3xnNiKbO/nT6avek5N88f+85//4J577qmzzWIFpAi8Kh5JSUloCdlmV7n1Lc2Do4suz/idbgyQc+GoujmLv8Fuc3cYlDI85Fn3HwDOalC3fnjPF/BU8nDE1AE3bFqCgqLaFzkcOncM+8tLzdzarmcLtpSobiLB9ssdW2FyiB9KFWD6/hPYaXX83wN2HVCJuUz/+Mc/ZMAhPkAxv2jDhg0yfcKtt97aoGuJCePiGnU9tm9Xc8eI/Zomndd0vKrzn6/Pa2o758yZMxg/fjyuu+463HnnnXVeQ/SG+fr6Vnu0aJb0EsdPsjqgj9pjKSYXH9+vJpglleh5ne2q/lsYmr8Lk4ZP5K2pxfh+I/Gqa4acdxjn1hU3r1pQa4maOYc2yB6/drYEDGrbm/eUdMVoMOD9LpEY4e8jS9TcvOc4juRxFbRuA6pXX31V1uwTvVFiAnfXrl0xfPhwDBkyRK78a4gHHnhA1gGs6yGG38RkcpHr6nypqakX9EBVEK8Rzu9pEqsSK14jzhGr9cQKwtrOqRpMXXrppRg8eLCuS+zkuJVnSa/jr2xH0aZ9e/go2XJ/x+G9WjdHV979bS6OmtrL4sBPtmaNub9y47Ar8A/bcRiVMmxw74X/q6VEzZpStdTRZa6OP6RO9snNaMTs2Lbo6aOWqLkh7hjOFOpzVTqcPaBydXXF119/jcOHD+Pbb7/FV199JVfC/fe//23wfAKRqiAmJqbOh7u7uwxixLDZ1q3/W94sVhmKYyKQq4lIcyACpoqs7oIInsQqxYrX9O3bV/7/VD1HDGeKcjpVr3v69GmZcqFPnz6YM2eOzL+lV9by3FO+TjIEVpGLKrFQDawIyM/Pwze+6vD7qJydGNBrEG9LPTww+gbcW6wG5os9+uGxxbOrPb/m6FacNEbKDP3Tu47gPSV9l6jp0R7tPcw4XVSCG/ccRyZL1DS7i44MRD6ma6+9Vpaf6dixI5pTly5d5FCbKHGzefNm+RD7Ir1B586dK88TAZhIgSCIITuREuG1116Tx0SQNG3aNHh6esphS0FMFhc5ph5//HGsXLlSzgO7+eabZVqI0aNHV/ZMiWBKTCp/6623ZK+Y6PWqbY6V1nJc1Jw4liI17YOjCyhVA6lzZia0q/Dyki+RbIyAt5KDF3ox6WRDPD9+Gm4sr/v3jUdfeS8rfJ2o5rDrbjuC6CA1SzqRXgW5mTC/ZzuEubkiXpSo2ZMghwGp+ajLpBpA5GeaO3euDEDE0JiYQ1XVqlWr0BxEr9hDDz1UuSJPJOAU+aWqio+Pl71WFUQW94KCAtx3331yWE+sEly2bBl8fHwqzxF5pUQGZREYinNFPULx/1fR2ybOP3r0qHy0bt262vvpMStttlGdqxVkq3uemKPwL8oH3EUuKjetm6IL51LOYJFfjNy/PHsP2kY5di6y5vDOxOnIXPw5lnj0w8dusQhYsRD/N3IKNkJdqTveu8E/Nok0ESlL1LTD5F1Hsc2ah7v3n8AXsdFwNTrH74eWZhC5Exo670kEHJMmTUJ4ePgFk7dFgEIXslqtskdMBHzNNUG9sKAA7TftlwWDP0vbiSuvu8PhP4oHF7yH70JHoG9BHH6feBuc3X2LPsKPfkMQZEvFn336IsCfq/sudlL/9Su+xkb3XnKy+uTSffjOtY9cDbhrcHdYPJiqg+zHlqxcXB93DIU2BdeHBeDdmDZ/uTiLGv77u8F/aomM4mLu1MSJXDWkN3GbV6PMoNZZ7NffOXomgorUvwcyXf/X6+is9sfvxR+WXnL/2uxjCPAfo3WT7JaYW/nfEdfh6nU/Y49bVxlMCf1sR2HxGKp184gaZKCfNz7r1ha370vAwrMZcjjw+fbOVyBdd3OoRN6mDh3UPCykLwcSD8utKNga0bZ557XpRaRJrVuY4cLC3DMOb0SBwVOWVHlm0u1afzR2z8vTC/MHjkPH0mOVxyb7qLnPiOzN2CAL3iovUfNhYgo+SVTr8JKGAZWYwP3ee+/pcv6QsztXrNa2s9icJ0Nu97bqooQsgz9STp+Bs1q39U+s8VJ7UW7LT4ObWc1BRY0T6BeI+bEDEFNyGD2LD+CamMt4S8lu3RgeiGfbhcv9F4+dwXdn/7oyANVfvYb8pkyZcsHE8z/++APdunWTXeNViYLJpI1MV6PTlJ2p0L3fALht2C2L/27bsQmTWl0DZ/RW2jGUevRGl+J4PHCl48+da0mtw9tgpXcoDK5GGN05IZ3s2wORIUgrLsWnp1Lx6KFEBLiaMCqQcwKbQr1+OojJWFXVVMuPtGctX+nm4wRZ0qtmpA9QMnDWEI4jmReWRHIG369chK3uahmUewwNywVH9ePiw1Wk5BjEZPQXOkQgvaQU35/LxJ37TuD7Xu3R16Km3KFmDqhEMkvSP2v5MI9v+dCfswgozcJZt3Aku5TAGX1cWgjFzYj+Bbtx/cRpWjeHiOygRM07MZEyqFqdkSNL1PzcpyM6eamVNqiF5lCJXE35+f/rATl58iTeffddma+JtJXjZFnSK/gXqwVA051wOOajX+div1sXmb378cAorZtDRHZC5KL6PLYt+vh6IrNULVFzmiVqWjaguuqqqzBv3jy5n5WVhQEDBuDtt9+Wxz/++OPGtYYaxWrylFtfJ/umCChUe+Qy3NWA0lkUFxVhroe6unFE3g6MHHip1k0iIjvi5eKCr3q0Q0dPM84UlcigKoMlalouoNq5cyeGDVNzHH3//feyXp7opRJB1vvvv3/xLaFGs7qoKQT8S5yrvEBQYancZrqq///O4o3Fc5DoEgV3JR/Pdqy5piURUV3EpPT5PdsjwuyKI/lFuGXPceSVOUfpMs0DKjHcV1G6RQzziRWAoljwoEGDZGBF2pedCS0f+nMW4TZ1wnCGyQ/OIjs7C9/6tpP746y70S2mu9ZNIiI71drdTQZVfiYX7LDm4659J1BiY2qkZg+oRFLPn376CUlJSVi6dGllbT1R16+5SqrQXztz4gjyDGqg2znSuRKvdvRX86pkGAJQ5CTzx/618mukGkNgUbLw4qCrtG4OEdm5zl7ucvjPw2jAqowcmVLBxnyTzRtQ/fOf/8QTTzyBtm3bymLDgwcPruyt6t27d0MvR01k+7Z1cismJ/cZNMqp7uvAIcNgUGwoMbhh1+ZNcHQnExPwq5/aIzU56wDCw1pp3SQicgD9LF6yRI2LATKlwkvHnDdZcosEVNdeey0SExOxfft2LFmypPL4qFGjWBhZQyezUuXWomTD3cO5hvwCgoLhhyy5vy9JLb/jyF7atQQ5Bl+E2ZLxwngWhCaipjMmyCJTKgifJKXKMjVUPxe1zlxMRBePqsRqP9JOukGdiO5ry3HKjyGgLBOZpgCcsjl2UtMde7dhuY/aE3yjNQmenkzGR0RNa2pYgMymLnqoXj52BkGuJlwfHsDb3NQ9VKRPWeU5mHzLnKfsTFX+JWogmWo2wJG9cTIOxQZ3tC89jscuZwFkImoe90WG4N42wXL/sfhELEvL5q3+CwyoHISzZkmvEFCk9kxluDtuUeAl65dgvafaO3VHcf4FdTSJiJrS8+0jcF2YP8oU4O79J7AtW02iTDVjQOUgcsxqyQCf4kI4o4DyZKYZbo6bi+q9nFTYDC7oUbQf0yfdrHVziMgJStTM7ByJ0YG+KLApMkfVoTzn/KO9PhhQOYgcV+csO1MhtFgd6st0dczUHfP+WIBd7t1hUMrwsKfz5NsiIu1L1IiVf/18PZFVWoYb447jlJNV46gvBlQOItuk9sxYCp2zQHBbsxpkpBvVUiyOpKSkBLNc1DlyQwp2Y9LwSVo3iYiciKeLEf/t0Q6dPN2RXF6iJr1YrVBB/8OAykFYjWpAFaA450fat1sfuRXJTRMOxcORvL/4Sxxx7QBXpRhPRnTVujlE5IT8XU1Y0LMdWpldcTS/CDeLEjWlLFFTlXP+9nUwhQUFsBoscj/S1zmXtnbq3h2eijphcvuebXAUBYX5+NpLzQQ/KmcHBvZWE+kSEbW0iPISNf4mF+zKyced+0+g2OZctWPrwoDKAezbsU5mCRf69hkKZxVgy5DbhHx16wheXjwXZ1xawUvJwXM9nSsDPhHpTycvd3wtS9QYsTojB48cSmKJmnIMqBzAgeMH5dZTyUVUB+cdEvIvtcrtOVfH+IspNe0cFvnFyP1JWXvQoW0nrZtERIQ+Fi/Mjm0LkwH48VwmXjx6Bgrr/jGgcgRny3MwWRQ1oHBWAUVqUtN0d8fIz/Tiuu+RaQhAoC0VL156o9bNISKqdFmgL94rL1Hz2alUfMASNQyoHEGmSe1o9HHSLOkVAspTRmS4e8Le7d4dhz8sveT+tdlHEeDvnHPjiEi/rgkLwL86RMj9V48n45vkdDgzDvk5gKzyHhlLiXNnsQ0uVIf6Ml19YO/eTdiAfIMX2pQl4dlJd2jdHCKiGt3dJgQPRIbI/ScOJWGpE5eoYUDlSFnSS5wzS3qFCIN6HzJc7DvxZVFBIbb4dpb7V6Sdglt5WSEiIj16tl04bggLgPiTVpSo2ZzlnKMlDKgcKKDyLXTugKprRDu5zTT4IycrC/Zq7uKFyDQGwkPJxz2XTtG6OUREdTIYDHircxuMDfRFoU3BrXuP42Cu85WoYUDlAKwmdc6Qb5FzZkmvMGDQJXBRSmW9u62b1sFerXZVA+OeBYcQEhqqdXOIiP6SyWjAJ93aYoDFC9ZSm8ymnljgXKXQGFA5AKuLmiXdr9i5s9a6e3kiQFFzUMWnJsEe5eXnYZe3Otw3JJelHYjIvkrUzOsejRgvd5wrLpV1/9KcqEQNAyoHYDWqBYFDTZxr41+mDvWdNtjnX0azf1uIbIOfTOR55+hrtW4OEVGD+LmaML9nO7R2d8WxgiL8bc8x5DpJiRq7CagyMzNxyy23wGKxyIfYz/qLeTIi0diLL76IiIgIeHh4YOTIkdi/f3+1c4qKivDggw8iKCgIXl5euPLKK3Hq1KkaryfO7dWrlxwv3r17N/Tg7KkTyDGoAVXH1uocImcWUJwjt2lmF9ijdR7qD55e+fEICGSqBCKyP+FmNyzo2R4Bri6IyynAHfsSnKJEjd0EVDfddJMMYpYsWSIfYl8EVXV58803MXPmTHzwwQfYtm0bwsLCMGbMGOTkqL90hUceeQSLFi3CggULsH79euTm5uLyyy9HWdmFEfWTTz4pgzM92bF1rdyKuUP9Bl0GZxdQpE6EzHBXJ+rbk8ysTOzyUjOjD1NztRIR2aUOnqJETXs5DPhnZi4eOpjo8CVq7CKgOnjwoAyiPv/8cwwePFg+Zs2ahd9++w3x8fG19k69++67ePbZZzFlyhTExsbiyy+/RH5+Pr755ht5TnZ2NmbPno23334bo0ePRu/evfHVV19h7969WLFiRbXr/fHHH1i2bBneeuuterVZ9GZZrdZqj+ZwIuOc3PrCCk8ftafKmQUWqBPzM93UeWX2ZPbS75Fr8IGvko07J1yvdXOIiBqlt68nvohtC1eDAT+lZOH5I6cdukSNXQRUmzZtksN8AwcOrDw2aNAgeWzjxo01viYhIQFnz57F2LFjK4+ZzWaMGDGi8jU7duxASUlJtXNED5QIvqpe99y5c7jrrrvw3//+F56e9cvCPWPGjMrhSfFo06YNmkMa1J4037L/9bo5s7Aydagvw2SBvdngpX479s6Nh7eP/ScnJSIaGeCL97uoJWpmn07DeyfVTgBHZBcBlQiMQkLUTKxViWPiudpeI4Set+xcfF3xnNi6ubnB39+/1nNEND1t2jTcc8896NevX73b/PTTT8sesIpHUlLzrDrLNpvk1tfJy85U6OCj/jvJMAbIXkJ7kZaShjhPdbhveLFj1CIkIhKuDvXHKx1byf3XE87iqzOOWaJG04BKTBgXE7zremzfvl2eK/bPJ4Kdmo5Xdf7z9XlN1XP+85//yOE6ESA1hOgN8/X1rfZoDlZ3dWWfbwkn3Qj9ew+W20KDB+L36GPhQH3MWvW9LDXjp2TgzkkshExEjuXO1sF4OErt4HgyPgmLU+03+bIuA6oHHnhAzo+q6yGG38RkcjHsdr7U1NQLeqAqiNcI5/dgpaSkVL5GnFNcXCxXENZ2zqpVq7B582YZIJlMJnTo0EEeF71Vt912G7RmLS9L4mNHvTHNKSI6Ss5BEuKOHoC92Oirfo59cg7D7GF/E+qJiP7KU9Fh+Fu4WqLm3gMnsTHTsUZWNA2oRKqCmJiYOh/u7u5yEroYNtu6dWvla7ds2SKPDRkypMZrR0dHy4Bp+fLllcdE8LR27drK1/Tt2xeurq7VzklOTsa+ffsqz3n//fcRFxcnVxWKx+LFi+XxhQsX4tVXX4XWrK7qnC5LkXOXnanKv0wNkE8WN89CgKZ2NvkM9rqrw32jyuxvMj0RUX2IkZ83OrXBhCALimwKbtt7HPsdqESNXcyh6tKlC8aPHy8nhoveIvEQ+yK9QefOalZpQQRgIgVCxQcnUiK89tpr8pgIksRcKDGpXKRgEMRk8enTp+Pxxx/HypUrsWvXLtx8883o3r27XPUnREZGyl6yikenTp3k8fbt26N169bQWp5LRR0/58lG+1cCStVAKtXNPlaTfLb2ZzlEGWRLxS2XT9W6OUREzVqi5qOuURhk8UJOmQ03xh3DSQcpUaPOaLYDX3/9NR566KHKFXkiAafIL1WVSKEgeq2q5o0qKCjAfffdJ4f1xCpBkfrAp8oKqnfeeUcO5U2dOlWeO2rUKMydOxcuLvaRGHL5sMuxf9cGBFwyUeum6EZAUT7gDqR72Efm+M0WL7ntk3MUbm5jtG4OEVGz8nAx4svu0bh611EcyCuUdf9+6dMRwW72vSDHoDhyUggdERPbRY+YCPiaa4I6qR6c/y6+CxuJPgVxWDxR+3ludUk4fhwjTqSi2GDGv3MO45Yr2UNFRM7hXFEJLt95BEmFxejh7YEfeneAj8nFbn9/28WQH1FDhKi5PZHpqv/A9Yutf8hgKtR2FtePn6x1c4iIWkyo2RULe7ZHoKsJe3ILcPveBBTZcYkaBlTkcNqY1CHdDJfq+cX0aKufmoC0T/ZxmRONiMiZtPM045ue7eDlYsT6rFw8cCARZXY6cMaAihxOj2h1xVy2wQ9nmymhalOIjz+E/W7qoopJ5nCtm0NEpImePp6YExstS9T8mpqFZ+20RA0DKnI43fr0g5uippHYumMz9GrO7hUoNbgiouw0rp10tdbNISLSzPAAH3zQNRIipfbc02mYecL+StQwoCKHI5KwBioZcv9otn6/Kbf5Bcpt3+wTWjeFiEhzV4X449XyEjX/PnEWX55Ogz1hQEUOyb9UTZ9x1qV8hrrO7N6zG4dcO8r9K3zaat0cIiJduKN1MB4tL1Hz1OFT+C3FfkrUMKAihxRQrJY0SPfQZ16Trw6uQ5nBhMiyRFw5dpLWzSEi0o0no8NwS0QgxCyq+w6cxPrMHNgDBlTkkAIK1TlUmWYP6NF2/xC57ZuVqHVTiIh0xWAw4PVOrTEp2IJiRcG0vQnYm5MPvWNARQ4psLwUT4ab/mrjbdm2GfEmtcj2lKAuWjeHiEh3XAwGfNglCkP8vJFbZsNNe47jhM5L1DCgIofUyqbmdMpw8YPezE/YBsXggujSBIwZOUrr5hAR6ZK7ixFzu0ejm7c7UotLcf3uY0gp0ue8WIEBFTmkjkFq4eoMQwAK8/TVVbzdT8051S/rlNZNISLSNV+TC+b3aI8odzecLCyWPVXW0jLoEQMqckj9Bw6BQSmTeZ52btVPLqo169fiqGsHGBQbprburXVziIh0L0SUqOnVHkGuJuzLLZBzqgrL9FeihgEVOaSAoGD4Kepy2/2nj0Avvk/eK7cdSo9j2OBLtG4OEZFdaOthxvye7eDtYsTGrFzcf/Ck7krUMKAihxVgUwOq0zb9DPnt8FOT1vXLSta6KUREdqW7j6ecU+VmMOD31Gw8ffiUrkrUMKAihxVQbJXbFLM+/pkvWb0cCaZoORR5U/tBWjeHiMjuXOLvgw+7RskSNfPOpMuM6nqhj980RM0goEjtmcpwd9fF/f0pPV5uO5ccRf++/bVuDhGRXboixE/mqRJEzb85OilRw4CKHFZAobq8NtPsBT3Y4Rcpt/2zUrVuChGRXbutVRCeaBsm9585fAo/p2Rq3SQGVOS4QktEpzCQYbJo3RT8vPQ3JLlEwkUpxbTYEVo3h4jI7j3eNhTTWgXJEjUPHEjEugxtS9Swh4ocVpRHgNxmGP21bgp+zTspt12KD6Nbt+5aN4eIyCFK1LzasRUuD7agRJSo2ZeAOA1L1DCgIofVv1tfuc0zeOPo/gOataO4uBg7LNFqm7IyNGsHEZFDlqjpGoVL/LxRqig4p2EmdQZU5LA6dOsKLyVX7u/Yv0Ozdixa/iuSjREwKSW4vd9YzdpBROSIzEYj5nSPxo+9OmBskHZTPBhQkUMLsKkTFRMKtOsZ+qP4nNzGFh1Cpw6dNGsHEZGj8jG5oK9F2wVIDKjIoQWUZsttiqtNs+G+nb7t5f6AbDUvFhEROR4GVOTQ/Ivy5Dbd3U2T91+w+AekGEPhphThjsETNWkDERE1PwZU5NACCgvlNsPsqcn7L4da/qZ74SG0jVInphMRkeNhQEUOLahIHerLcPPVZrjPp6PcH2RVe8qIiMgxMaAih9bGqPZMZRr9Wvy95/66AOnGILgr+bhrxOQWf38iImo5DKjIoXWNUCeEZxr8kJHesvWeVrsWyG3PgniEhUe06HsTEVHLYkBFDq3vwCEy/5NicMGOzRtb7H3z8vOwy1tNkTA4t7jF3peIiLTBgIocmruXJwIUNQdVfHpSi73v3N+/RZbBH55KLv5v9HUt9r5ERKQNBlTk8ALK1JV2Zwwt11O0xr1UbnvlxyMgUK0pSEREjstuAqrMzEzccsstsFgs8iH2s7LUX5S1URQFL774IiIiIuDh4YGRI0di//791c4pKirCgw8+iKCgIHh5eeHKK6/EqVOnLrjW77//joEDB8rriHOnTJnS5P+P1Dz8i9XyM2nupha5xbk5OdjtpQ73Dc3TJqEoERG1LLsJqG666Sbs3r0bS5YskQ+xL4Kqurz55puYOXMmPvjgA2zbtg1hYWEYM2YMcnJyKs955JFHsGjRIixYsADr169Hbm4uLr/8cpSVlVWe88MPP8j3uv322xEXF4cNGzbI9pB9CChSJ4dnmN1b5P0++2MhcgwW+ChW3D3xhhZ5TyIi0lbL/MneSAcPHpRB1ObNm2UvkTBr1iwMHjwY8fHx6Ny5c429U++++y6effbZyt6kL7/8EqGhofjmm29w9913Izs7G7Nnz8Z///tfjB49Wp7z1VdfoU2bNlixYgXGjRuH0tJSPPzww/j3v/+N6dOnV16/pvc8v+dLPCpYrSw7opXAArX6eIbZu0Xeb72nQW575cXD22d4i7wnERFpyy56qDZt2iSH+SqCKWHQoEHy2MaNNa/cSkhIwNmzZzF27NjKY2azGSNGjKh8zY4dO1BSUlLtHDE8GBsbW3nOzp07cfr0aRiNRvTu3Rvh4eGYMGHCBUOH55sxY0bl8KR4iCCNtBFW5iq3mabmr0KekZ6B3Z5qsD280KXZ34+IiPTBLgIqERiFhIRccFwcE8/V9hpB9EhVJb6ueE5s3dzc4O/vX+s5x48fl1sxF+u5557Db7/9Js8XgVlGhrp6rCZPP/207AGreCQltdwKM6qug4/6byfdEFCt17A5fLbiO+QbvOGnZOKOSdfzoyAichKaBlQiSDEYDHU+tm/fLs8V+zUN69V0vKrzn6/Pa6qeY7Opk4rF0OE111yDvn37Ys6cOfL57777rtZriN4wX1/fag/SxoD+g+W22OCOQ7t2Nut7bfJWizD3zj0ML0+vZn0vIiLSD03nUD3wwAO44Ya6J+22bdsWe/bswblz5y54LjU19YIeqApiArogeprEMF2FlJSUyteIc0S9NbGCsGovlThnyJAhcr/itV27dq0WLLVr1w6JiYkN/D8mLYS1aQPfI8dgNfhh1/ED6DlIDbCa2tnkM4jzUIf7Li3xaJb3ICIifdK0h0qkH4iJianz4e7uLiefi2GzrVu3Vr52y5Yt8lhF4HO+6OhoGTAtX7688pgIntauXVv5GtHb5OrqWu2c5ORk7Nu3r9o5IoASk98riHlXJ06cQFRUVLPcF2p6gWWZcptU8r8Vnk1t1tqfUGjwRKAtDdMu5+o+IiJnYhdzqLp06YLx48fjrrvukiv9xEPsi/QGVVfbiQBMpEAQxJCcSInw2muvyWMiSJo2bRo8PT0rUx6IyeJi5d7jjz+OlStXYteuXbj55pvRvXv3ylV/YqjunnvuwQsvvIBly5bJwOree++Vz113HTNg2wv/UnWVZYo6ItcsNvuqQ3y9c47CzdyMb0RERLpjF2kThK+//hoPPfRQ5Yo8kYBT5JeqSgQ7oteqwpNPPomCggLcd999clhPrBIUQZGPj0/lOe+88w5MJhOmTp0qzx01ahTmzp0LF5f/rdASKRPEOSIXlThHXGfVqlUXTGYn/QooygfcgQwPc7NcPzEpCXvd1eB+LJp/NSEREemLQREzsKnZiTxUokdMBHycoN7yHpr/Lr4NG4nehXvwx4Rbm/z6/1zwIT4LHYoQ2zlsH3apXD1KRETO8/vbLob8iBorpFhdtZlpap7Vllst6nX7WI8xmCIickIMqMgpRLqqw7wZLk0/THv46GHsN6vDfePdal51SkREjo0BFTmFXh27ya3VYMGZhJNNeu05O5ahxOCGcNsZTBlzRZNem4iI7AMDKnIKnXv0glkplPvbdm1q0mtvswTIbZ+sBA73ERE5KQZU5BRELrFAW7rcP5aT2mTX3X9gLw66dZL7V3hHNtl1iYjIvjCgIqfhX6bmokp2KW2ya87duxZlBhPalCVh8jgO9xEROSsGVOQ0AorULOnpHq5Nds3tfkFy2zeraedlERGRfWFARU7Dv0idQ5Vhbpo6e9t2bMMh145yf3Lg/zL2ExGR82FARU4juLBMbjPd/pcpvzG+ObYZisEFbUtPYPylY5rkmkREZJ8YUJHTCFfUsjMZLn5Ncr3tfmFy2y/rVJNcj4iI7BcDKnIaXYLbyG2GIQCFefmNuta6Tetx1NRe7l8b3r1J2kdERPaLARU5jQGDh8GolMlVeVs3r2/Utb49tQuKwYj2pccw8pIRTdZGIiKyTwyoyGn4+PnBX8mU+4fOJDTqWjv8Wslt/8wzTdI2IiKybwyoyKn4l2XJ7Sml4KKvsXzNShw3tYNBKcON0f2bsHVERGSvGFCRUwkoUXNRpZov/p/+j2kH5bZT6TEM7D+oydpGRET2iwEVORX/InUyeoa7uuLvYuzwU0vM9M8812TtIiIi+8aAipxKUEGJ3GaavS7q9b8u+wOJLpFycvvNXYY1ceuIiMheMaAipxJSqv6TzzBZLur1v+Ycl9suJYfRq0evJm0bERHZLwZU5FTaeQTIbYbR/6Jev93SVm77Z6U3abuIiMi+MaAip9Kvez+5zTd44/DevQ167fe/L8IZl1YwKSW4vdfoZmohERHZIwZU5FSiu8TAS1FX+u04sLtBr11clCy33Yrj0blzTLO0j4iI7BMDKnI6ATY1ueeJwox6v6a4uBg7LO3k/oCs7GZrGxER2ScGVOR0AkqscnvOTan3axYu+QnnjGFwVYpxx4AJzdg6IiKyRwyoyOn4F+fJbYa7W71fs9ymTkLvXnQI0e3UnioiIqIKDKjI6QQWFspthtmz3sN9O306yP1B2bnN2jYiIrJPDKjI6QQXqUN9ma4+9Tr/v79/izRjMMxKIaYPm9zMrSMiInvEgIqcTmujh9xmuNQvF9VKo9or1aPwIFq1imjWthERkX1iQEVOp2vrjnKbBT9kpKXWeW5RQSF2+XSS+0OsRS3SPiIisj8MqMjp9Ok/SK7WUwxGbNm4rs5zZ/+2AJmGAHgqebjrsmtbrI1ERGRfGFCR03H38oS/ouaiOpKpJuuszVpzsdz2zD+EoJCgFmkfERHZH7sJqDIzM3HLLbfAYrHIh9jPysqq8zWKouDFF19EREQEPDw8MHLkSOzfv7/aOUVFRXjwwQcRFBQELy8vXHnllTh16lS1cw4fPoyrrrpKnuPr64uhQ4di9erVzfL/SS0joFT9t5NsVAOmmuTm5GCXd2e5PzSvjB8NERHZf0B10003Yffu3ViyZIl8iH0RVNXlzTffxMyZM/HBBx9g27ZtCAsLw5gxY5CTo5YeER555BEsWrQICxYswPr165Gbm4vLL78cZWX/+wU6adIklJaWYtWqVdixYwd69eolzzl79myz/j9T8wkoUSeap7mbaj3n8yXfwmqwwFvJwfRx1/HjICKi2il24MCBA2Kdu7J58+bKY5s2bZLHDh06VONrbDabEhYWprz++uuVxwoLCxWLxaJ88skn8uusrCzF1dVVWbBgQeU5p0+fVoxGo7JkyRL5dWpqqnyfP//8s/Icq9Uqj61YsaLe/w/Z2dnyNWJL2rvju/8ooat2KVN+mVXrOVN+nSXPufaXz1q0bUREpB/1/f1tFz1UmzZtksN8AwcOrDw2aNAgeWzjxo01viYhIUH2II0dO7bymNlsxogRIypfI3qbSkpKqp0jhgdjY2MrzwkMDESXLl0wb9485OXlyZ6qTz/9FKGhoejbt2+tbRZDiVartdqD9COwsERuM928anw+Iz0Duz3V4b5LCuzi24SIiDRkF78pRGAUEhJywXFxrLZht4rjIvCpSnxd8ZzYurm5wd/fv9ZzDAYDli9fjl27dsHHxwfu7u5455135LCjn59frW2eMWNG5Xwv8WjTps1F/J9Tc4mwqUN9GaaaP8PPV3yPPIMPfJUs3Hn5DfwgiIhIvwGVmDAuApa6Htu3b5fniv2aJp3XdLyq85+vz2uqniP277vvPhm8rVu3Dlu3bpUT1MUcquTk2leIPf3008jOzq58JCUl1fme1LLa+YbJbYYhQPYmnm+jtxpw9ck9DC/PmnuxiIiIKtQ+I7cFPPDAA7jhhrr/+m/bti327NmDc+fOXfBcamrqBT1QFcQEdEH0NIWHh1ceT0lJqXyNOEfUaRMrCKv2UolzhgwZIvfFRPTffvtNniNW+AkfffSR7LX68ssv8dRTT9X4/mJ4UTxInwb1HwocTkGxwYy9O7ai35Bhlc+lnDuHOI8YuT+ymJ8hERHpvIdKpCGIiYmp8yGG2AYPHix7eUTvUIUtW7bIYxWBz/mio6NlwCQCnwoieFq7dm3la8QcKFdX12rniF6nffv2VZ6Tn58vt0Zj9VslvrbZbE18R6ilhLSKgEVRUyfsTYiv9tysNYtQYPCEvy0dt0+6nh8KERE5xhwqMSl8/PjxuOuuu7B582b5EPti2K1zZ3XisCACMJECQRBDdiIlwmuvvSaPiSBp2rRp8PT0lCkYBDG3afr06Xj88cexcuVKOU/q5ptvRvfu3TF69Gh5jgjmRO/Vbbfdhri4OJmT6u9//7uc9C7SKZD9CihTk3smlqopFCps8nGX2z65R2D2UPeJiIh0O+TXEF9//TUeeuihyhV5IgGnyC9VVXx8vOy1qvDkk0+ioKBAzoESQ3ZileCyZcvk5PIKYoK5yWTC1KlT5bmjRo3C3Llz4eLiUtmLJiagP/vss7jsssvkqsBu3brh559/Rs+ePVvs/5+ann+JFQkmIM38vzl1iUlJ2OOuDveNtqlDvERERH/FIHIn/OVZ1GgibYLoERMBX8VcLNLWzYs+wgq/IbgsezO+mXyPPPbigo/wSegQBNtSsGPYSLkKlIiInJe1nr+/7WLIj6g5BBaqZWcyzZ6Vx7ZY1N7LPtajDKaIiKjeGFCR0wopVof6MkwWuT127Cj2mdU5eeNMwZq2jYiI7AsDKnJaUWY1kMpwUZN7frFtKUoMbgizJePacVdp3DoiIrInDKjIafXuGCu3OQYLko4dw9byzPd9sxM43EdERA3CgIqcVofY7nBX1DxjS7asxgE3dbhvonsrjVtGRET2hgEVOS2RyT7Apuai+tnPhDKDCa3KTuGaiRzuIyKihmFARU4toFTNW7bDvbvc9ss+oXGLiIjIHjGgIqfmX6xmSVcMaiLXq/w7aNwiIiKyRwyoyKkFFhZW7keVnsTEy8Zr2h4iIrJPDKjIqQUWlVXu981K0rQtRERkvxhQkVNrpfyv+PF14WoaBSIiooZiQEVO7aq+w9Gx5AhGWLdg5NARWjeHiIjslEnrBhBpKaJrV/zZsSMMLIJMRESNwICKnJrBYAAYTBERUSNxyI+IiIiokRhQERERETUSAyoiIiKiRmJARURERNRIDKiIiIiIGokBFREREVEjMaAiIiIiaiQGVERERESNxICKiIiIqJEYUBERERE1EgMqIiIiokZiQEVERETUSAyoiIiIiBrJ1NgLUP0oiiK3VquVt4yIiMhOVPzervg9XhsGVC0kJydHbtu0adNSb0lERERN+HvcYrHU+rxB+auQi5qEzWbDmTNn4OPjA4PBUK+IWARfSUlJ8PX15aegI/xs9Imfiz7xc9Enfi71J8IkEUxFRETAaKx9phR7qFqI+BBat27d4NeJYIoBlT7xs9Enfi76xM9Fn/i51E9dPVMVOCmdiIiIqJEYUBERERE1EgMqnTKbzXjhhRfklvSFn40+8XPRJ34u+sTPpelxUjoRERFRI7GHioiIiKiRGFARERERNRIDKiIiIqJGYkBFRERE1EgMqHTmxRdflJnUqz7CwsK0bpbT+fPPP3HFFVfIzLjiM/jpp58uyJwrPivxvIeHB0aOHIn9+/dr1l5n8lefzbRp0y74Hho0aJBm7XUGM2bMQP/+/WUliJCQEEyePBnx8fHVzuH3jH4/G37PNA0GVDrUrVs3JCcnVz727t2rdZOcTl5eHnr27IkPPvigxufffPNNzJw5Uz6/bds2GfSOGTOmsmYjaffZCOPHj6/2PbR48WJ+JM1o7dq1uP/++7F582YsX74cpaWlGDt2rPysKvB7Rr+fjcDvmSYgavmRfrzwwgtKz549tW4GVSG+TRYtWlT5tc1mU8LCwpTXX3+98lhhYaFisViUTz75hPdOw89GuO2225SrrrqKn4OGUlJS5Gezdu1a+TW/Z/T72Qj8nmka7KHSoSNHjsjhjOjoaNxwww04fvy41k2iKhISEnD27Fn5V17VJHkjRozAxo0bea90YM2aNXJ4o1OnTrjrrruQkpKidZOcSnZ2ttwGBATILb9n9PvZVOD3TOMxoNKZgQMHYt68eVi6dClmzZolf3EPGTIE6enpWjeNyonPRAgNDa12T8TXFc+RdiZMmICvv/4aq1atwttvvy2HZC+77DIUFRXxY2kBouPwsccewyWXXILY2Fh5jN8z+v1sBH7PNA1TE12Hmoj4h12he/fuGDx4MNq3b48vv/xSfiOQfojJzuf/sDr/GLW866+/vnJf/NLo168foqKi8Pvvv2PKlCn8SJrZAw88gD179mD9+vUXPMfvGX1+NvyeaRrsodI5Ly8vGViJYUDSh4pVl+f3RolhpfN7rUh74eHhMqDi91Dze/DBB/HLL79g9erVaN26deVxfs/o97OpCb9nLg4DKp0TwxQHDx6U/8BJH8TcNvELQqyYqVBcXCxX04jhWdIXMVyelJTE76FmJHpnRe/Hjz/+KIdaxfdIVfye0e9nUxN+z1wcDvnpzBNPPCFz7ERGRsoej1deeQVWqxW33Xab1k1zKrm5uTh69Gjl12JS7e7du+VETvHZPPLII3jttdfQsWNH+RD7np6euOmmmzRtt7N/NuIh8oNdc801MoA6ceIEnnnmGQQFBeHqq6/WtN2OTCzL/+abb/Dzzz/LfEcVvbcWi0XmaRNDffye0ednI76f+D3TRJpotSA1keuvv14JDw9XXF1dlYiICGXKlCnK/v37eX9b2OrVq+XS4vMfYnlxxTJwkeJCpE8wm83K8OHDlb179/Jz0vizyc/PV8aOHasEBwfL76HIyEh5PDExkZ9NM6rp8xCPOXPmVJ7D7xl9fjb8nmk6BvGfpgrOiIiIiJwR51ARERERNRIDKiIiIqJGYkBFRERE1EgMqIiIiIgaiQEVERERUSMxoCIiIiJqJAZURERERI3EgIqIiIiokRhQERGdZ9q0aZg8eXLl1yNHjpSlU1rq/WrS3G0gosZhLT8isksiCPnyyy/lvouLCyIiIjBp0iRZV9Hf379J30sUlnV1dW3Sa9pjG4iodgyoiMhujR8/HnPmzEFpaSkOHDiAO+64A1lZWZg/f36Tvo8ouqw1PbSBiGrHIT8isltmsxlhYWFo3bo1xo4di+uvvx7Lli2rfL6srAzTp09HdHQ0PDw80LlzZ7z33nvVriHOeeyxx+Dn54fAwEA8+eSTomh8ncNtBoMBP/30U7VzxOvnzp0r94uLi/HAAw8gPDwc7u7uaNu2LWbMmPGX/z//+te/EBISAl9fX9x9993yOrW1QVxT9MaJINLHxweRkZH47LPPGnT/iKjpMKAiIodw/PhxLFmypNqwmM1mk8HWt99+K3uw/vnPf+KZZ56RX1d4++238cUXX2D27NlYv349MjIysGjRoka15f3338cvv/wi3yc+Ph5fffWVDIDqsnLlShw8eBCrV6+WPWyiDSLAqotoe79+/bBr1y7cd999uPfee3Ho0KFGtZ2ILg6H/IjIbv3222/w9vaWvUyFhYXy2MyZMyufF8FV1aBE9FRt3LhRBjpTp06Vx9599108/fTTuOaaa+TXn3zyCZYuXdqodiUmJqJjx4645JJLZG9WVFTUX77Gzc1NBnaenp7o1q0bXnrpJfz973/Hyy+/DKOx5r99J06cKAMp4R//+AfeeecdrFmzBjExMY1qPxE1HHuoiMhuXXrppdi9eze2bNmCBx98EOPGjZPbqkSAJHpxgoODZfA1a9YsGfAI2dnZSE5OxuDBgyvPN5lM8vzGTpgX7RJDjA899FC1Ycja9OzZUwZTFUSbcnNzkZSUVOtrevToUbkvAjcx/JmSktKothPRxWFARUR2y8vLCx06dJCBhRhmKyoqqtYjJXqiHn30UTnPSAQ1Isi5/fbbq81NuhgieDl/nlVJSUnlfp8+fZCQkCB7lwoKCmRv2LXXXnvR71Wb81f9iXPFMCcRtTwGVETkMF544QW89dZbOHPmjPx63bp1GDJkiBwW6927twy+jh07Vnm+xWKRE8c3b95ceUysGNyxY0ed7yN6u0TPVoUjR44gPz+/2jliYrmYJC96xBYuXIgffvhBzs+qTVxcnAy+Kog2iR41MQeMiPSPARUROQyxEk7MPxKr3wQRQG3fvl3OiTp8+DCef/55bNu2rdprHn74Ybz++utyEriY0C2CL5F6oS6XXXYZPvjgA+zcuVNe/5577qnWWyTmMi1YsEBeT7zvd999J4fjxErA2oheM7EiUUye/+OPP2RwKFYK1jZ/ioj0hd+pRORQRAoE0Ssk5h6JQGfKlCmyp2jgwIFIT0+vnMRd4fHHH8ett94q5z2JeUsiBcHVV1/9l6vr2rRpg+HDh+Omm27CE088UW3+k+hZeuONN+RcrP79++PEiRNYvHhxncHRqFGj5ER2cU0xRHjFFVfgxRdfbII7QkQtwaCcPxGAiIiIiBqEPVREREREjcSAioiIiKiRGFARERERNRIDKiIiIqJGYkBFRERE1EgMqIiIiIgaiQEVERERUSMxoCIiIiJqJAZURERERI3EgIqIiIiokRhQEREREaFx/h+IMtqQVaRbIAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -2826,48 +3633,94 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{np.str_('bin_z_0'): , np.str_('bin_rich_0'): , np.str_('bin_z_1'): , np.str_('bin_z_2'): , np.str_('bin_z_3'): , np.str_('radius_0'): , np.str_('radius_1'): , np.str_('radius_2'): , np.str_('radius_3'): , np.str_('radius_4'): , np.str_('radius_5'): , np.str_('radius_6'): , np.str_('radius_7'): , np.str_('radius_8'): , np.str_('radius_9'): , np.str_('cosmodc2-1deg'): }\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_0'), value=0.0020864909471535156, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_1'), value=0.03020217112155864, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_2'), value=0.020086433269439832, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_3'), value=0.03571278246525472, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_4'), value=0.03858477276041311, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_5'), value=0.008899764731309526, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_6'), value=0.011089507336866951, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_7'), value=-0.00923431583127562, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_8'), value=0.0013931819276978062, )]\n", + "[DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', 'radius_9'), value=-0.0013585282574536007, )]\n" + ] + }, { "data": { - "image/png": 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", + "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{np.str_('bin_z_0'): , np.str_('bin_rich_0'): , np.str_('bin_z_1'): , np.str_('bin_z_2'): , np.str_('bin_z_3'): , np.str_('radius_0'): , np.str_('radius_1'): , np.str_('radius_2'): , np.str_('radius_3'): , np.str_('radius_4'): , np.str_('radius_5'): , np.str_('radius_6'): , np.str_('radius_7'): , np.str_('radius_8'): , np.str_('radius_9'): , np.str_('cosmodc2-1deg'): }\n", + "[DataPoint(data_type='cluster_counts', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0'), value=8, ), DataPoint(data_type='cluster_counts', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_1'), value=28, ), DataPoint(data_type='cluster_counts', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2'), value=21, ), DataPoint(data_type='cluster_counts', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3'), value=11, ), DataPoint(data_type='cluster_delta_sigma', tracers=('cosmodc2-1deg', 'bin_rich_0', 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DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_0'), value=0.0273952122383648, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_1'), value=-0.045680426678401845, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_2'), value=-0.029476217424801842, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_3'), value=-0.036440626942344595, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_4'), value=-0.006162295723782367, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_5'), value=0.022004388068007807, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_6'), value=0.00934906790714723, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_7'), value=0.011428695430877473, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_8'), value=-0.0003186069798181489, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', 'radius_9'), value=0.002261500100275522, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_0'), value=-0.07130719528686981, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_1'), value=-0.10916170988158881, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_2'), value=0.11440781650087622, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_3'), value=0.06864723708168308, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_4'), value=-0.08529522651520056, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_5'), value=-0.03794510239575124, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_6'), value=-0.02613161593663707, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_7'), value=0.018297400234814895, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_8'), value=-0.01885207927804766, ), DataPoint(data_type='cluster_shear', tracers=('cosmodc2-1deg', 'bin_rich_0', 'bin_z_3', 'radius_9'), value=-0.001756422897200986, )]\n" + ] } ], "source": [ "import sacc\n", - "for name in test_sacc:\n", + "\n", + "for j, name in enumerate(test_sacc):\n", " t = sacc.Sacc.load_fits(name)\n", + " print(t.tracers)\n", " data2 = []\n", " radius2 = []\n", + " if j<=3:\n", + " data_type = sacc.data_types.standard_types.cluster_delta_sigma\n", + " else:\n", + " data_type = sacc.data_types.standard_types.cluster_shear\n", " for i in range(0,radius_bins):\n", - " trac = ('cosmodc2-1deg', 'bin_rich_0', 'bin_z_2', f'radius_{i}')\n", - " data2.append(t.get_data_points(sacc.data_types.standard_types.cluster_shear, trac)[0].value)\n", + " trac = ('cosmodc2-1deg', 'bin_rich_0', 'bin_z_0', f'radius_{i}')\n", + " print(t.get_data_points(data_type, trac))\n", + " data2.append(t.get_data_points(data_type, trac)[0].value)\n", " radius = t.tracers[f'radius_{i}'].center\n", " radius2.append(radius)\n", " plt.plot(radius2, data2, label='Calibrated Shear')\n", " plt.ylabel(\"shear profile\")\n", " plt.xlabel(\"Radius bin\")\n", - " plt.show()" + " plt.show()\n", + "\n", + "\n", + "import sacc\n", + "\n", + "for j, name in enumerate(test_sacc):\n", + " t = sacc.Sacc.load_fits(name)\n", + " print(t.tracers)\n", + " data2 = []\n", + " data_type = sacc.data_types.standard_types.cluster_counts\n", + " print(t.data)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c1edd4a3-afc3-4dfa-97d0-4e6c5872667f", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python (txpipe_clp)", + "display_name": "Python (txpipe_clp_group)", "language": "python", - "name": "txpipe_clp" + "name": "test" }, "language_info": { "codemirror_mode": { @@ -2879,7 +3732,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.18" + "version": "3.12.12" } }, "nbformat": 4, From 8fdb79ff916bfbaa1189228d8955c0b4bde26421 Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Tue, 17 Feb 2026 13:46:05 +0100 Subject: [PATCH 11/12] Changed covariance computation and save in sacc --- .../cluster_counts/convert_to_sacc.py | 20 +++++++++++-------- .../cluster_counts/make_ensemble_profile.py | 12 +++++++++-- 2 files changed, 22 insertions(+), 10 deletions(-) diff --git a/txpipe/extensions/cluster_counts/convert_to_sacc.py b/txpipe/extensions/cluster_counts/convert_to_sacc.py index 43aa4bd85..b3f6d85f3 100644 --- a/txpipe/extensions/cluster_counts/convert_to_sacc.py +++ b/txpipe/extensions/cluster_counts/convert_to_sacc.py @@ -17,6 +17,7 @@ class CLClusterSACC(PipelineStage): #distance bin definition "d_min" : 0.5, #in Mpc or acrmin "d_max" : 5.0, #in Mpc or arcmin + "cov_component": "tan_jk", } def run(self): @@ -124,17 +125,20 @@ def add_shear_data(self, sacc_obj, data: dict, survey_name: str, profile_type: s def add_covariance_data(self, sacc_obj, data: dict): """ - Adds covariance data to the SACC object. + Adds full block-diagonal covariance data to the SACC object. """ import sacc + from scipy.linalg import block_diag + cov_str = self.config["cov_component"] cluster_count = sacc.standard_types.cluster_counts - counts_points = np.array(sacc_obj.get_data_points(cluster_count)) - counts_cov = np.array([point.value for point in counts_points]) + counts_points = sacc_obj.get_data_points(cluster_count) + + counts_values = np.array([point.value for point in counts_points]) + counts_cov_block = np.diag(counts_values) - deltasigma_cov = [ - bin_data['clmm_cluster_ensemble'].cov['tan_sc'].diagonal() + ds_blocks = [ + bin_data['clmm_cluster_ensemble'].cov[cov_str] for bin_data in data.values() ] - - diag_cov_vector = np.concatenate([counts_cov.flatten(), np.array(deltasigma_cov).flatten()]) - sacc_obj.add_covariance(np.diag(diag_cov_vector)) + full_cov = block_diag(counts_cov_block, *ds_blocks) + sacc_obj.add_covariance(full_cov) diff --git a/txpipe/extensions/cluster_counts/make_ensemble_profile.py b/txpipe/extensions/cluster_counts/make_ensemble_profile.py index cfdf03a1d..d2990a357 100644 --- a/txpipe/extensions/cluster_counts/make_ensemble_profile.py +++ b/txpipe/extensions/cluster_counts/make_ensemble_profile.py @@ -34,7 +34,10 @@ class CLClusterEnsembleProfiles(CLClusterShearCatalogs): "nbins" : 5, # number of bins #type of profile "magnification_profile" : False, - "units": "mpc" # options are mpc or arcmin + "units": "mpc", # options are mpc or arcmin + "cov_type" : "jackknife_covariance", + "jackknife_nside": 32, + "bootstrap_nboot": 100, #coordinate_system for shear #"coordinate_system" : 'euclidean' #Must be either 'celestial' or 'euclidean' } @@ -203,7 +206,12 @@ def create_cluster_ensemble(self, cluster_list, cluster_ensemble_id=0): print("cluster ensemble computed") #compute sample covariance - cluster_ensemble.compute_sample_covariance(tan_component="tangential_comp", cross_component="cross_comp") + if self.config["cov_type"] == "sample_covariance": + cluster_ensemble.compute_sample_covariance(tan_component="tangential_comp", cross_component="cross_comp") + elif self.config["cov_type"] == "jackknife_covariance": + cluster_ensemble.compute_jackknife_covariance(tan_component="tangential_comp", cross_component="cross_comp", n_side = self.config["jackknife_nside"]) + elif self.config["cov_type"] == "bootstrap_covariance": + cluster_ensemble.compute_bootstrap_covariance(tan_component="tangential_comp", cross_component="cross_comp", n_bootstrap = self.config["bootstrap_nboot"]) print("covariance computed") return cluster_ensemble From 29cf107526cfb549d890b3a7b5047e9cac910c18 Mon Sep 17 00:00:00 2001 From: eduardojsbarroso Date: Mon, 23 Mar 2026 14:29:28 +0100 Subject: [PATCH 12/12] Changed mock ingestion to add shape noise as true --- txpipe/ingest/mocks.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/txpipe/ingest/mocks.py b/txpipe/ingest/mocks.py index 39981b780..b5f5048b2 100755 --- a/txpipe/ingest/mocks.py +++ b/txpipe/ingest/mocks.py @@ -66,6 +66,7 @@ def data_iterator(self, gc): "size_true", "galaxy_id", "redshift_true", + "convergence", ] # Add any extra requestd columns cols += self.config["extra_cols"].split() @@ -508,8 +509,8 @@ def make_mock_metadetect(self, data, photo): eps = np.random.normal(0, shape_noise, nobj) + 1.0j * np.random.normal(0, shape_noise, nobj) # True shears without shape noise - g1 = data["shear_1"] - g2 = data["shear_2"] + g1 = data["shear_1"]/ (1.0 - data["convergence"]) + g2 = data["shear_2"]/ (1.0 - data["convergence"]) if self.config["flip_g2"]: g2 *= -1 @@ -519,7 +520,8 @@ def make_mock_metadetect(self, data, photo): e = (eps + g) / (1 + g.conj() * eps) e1 = e.real e2 = e.imag - + g1 = e1 + g2 = e2 zero = np.zeros(nobj) # Now collect together everything to go into the metacal # file