Selection functions from ingested SSI catalogues

examples/ssi/config_ssi_sel_func.yml

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+# Values in this section are accessible to all the different stages.
+# They can be overridden by individual stages though.
+global:
+    # This is read by many stages that read complete
+    # catalog data, and tells them how many rows to read
+    # at once
+    chunk_rows: 100_000
+    # These mapping options are also read by a range of stages
+    pixelization: healpix
+    nside: 256
+    sparse: true  # Generate sparse maps - faster if using small areas
+
+
+TXIngestSSIDetectionDESBalrog:
+    name: TXIngestSSIDetectionDESBalrog
+
+TXIngestSSIMatchedDESBalrog:
+    name: TXIngestSSIMatchedDESBalrog
+
+TXAuxiliarySSIMaps:
+    name: TXAuxiliarySSIMaps
+    mag_delta: 0.5
+    smooth_det_frac: false
+    min_depth: 23
+    max_depth: 24
+    smooth_window: 2.0
+
+
+TXPredictDensitySelectionFunction:
+    name: TXPredictDensitySelectionFunction
+    systmaps_dir: /global/cfs/cdirs/lsst/groups/WLSS/users/tcornish/balrog_txpipe_example/survey_properties/
+    degree: 2
+    mask_thresh: 0.
+    mask_thresh_coarse: 0.
+    inj_count_thresh: 1
+    sel_func_err_type: gaussian
+    block_size: 2_000
+    bins_to_model: [0,1]
+

examples/ssi/pipeline_ssi_sel_func.yml

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+# Stages to run
+stages:
+  - name: TXIngestSSIDetectionDESBalrog
+  - name: TXIngestSSIMatchedDESBalrog
+  - name: TXAuxiliarySSIMaps
+  - name: TXPredictDensitySelectionFunction
+
+modules: txpipe
+
+# Where to put outputs
+output_dir: /pscratch/sd/t/tcornish/txpipe_out/
+
+# How to run the pipeline: mini, parsl, or cwl
+launcher:
+    name: mini
+    interval: 1.0
+
+# Where to run the pipeline: cori-interactive, cori-batch, or local
+site:
+    name: local
+    max_threads: 2
+
+# configuration settings
+config: examples/ssi/config_ssi_sel_func.yml
+
+inputs:
+    # See README for paths to download these files
+
+    #NERSC locations of public DES balrog data
+    balrog_detection_catalog: /global/cfs/cdirs/lsst/groups/WLSS/users/tcornish/balrog_txpipe_example/balrog_detection_catalog_sof_y3-merged_v1.2.fits
+    balrog_matched_catalog:   /global/cfs/cdirs/lsst/groups/WLSS/users/tcornish/balrog_txpipe_example/balrog_matched_catalog_sof_y3-merged_v1.2.fits
+    mask: /global/cfs/cdirs/lsst/groups/WLSS/users/tcornish/balrog_txpipe_example/des_y3_mask.hdf5
+    #aux_ssi_maps: /home/cornisht/cloned_repos/TXPipe/data/example/outputs_ssi_des_depth/aux_ssi_maps.hdf5
+
+    fiducial_cosmology: data/fiducial_cosmology.yml
+
+# if supported by the launcher, restart the pipeline where it left off
+# if interrupted
+resume: false
+# where to put output logs for individual stages
+log_dir: data/example/outputs_ssi_des_sel_func/logs/
+# where to put an overall parsl pipeline log
+pipeline_log: data/example/outputs_ssi_des_sel_func/log.txt