diff --git a/docs/.readthedocs.yaml b/docs/.readthedocs.yaml deleted file mode 100644 index daf0669..0000000 --- a/docs/.readthedocs.yaml +++ /dev/null @@ -1,20 +0,0 @@ -version: 2 - -build: - os: ubuntu-22.04 - tools: - python: "3.12" - nodejs: "20" - jobs: - pre_build: - # Generate the Sphinx configuration for this Jupyter Book so it builds. - - "jupyter-book config sphinx docs/" - -python: - install: - - requirements: docs/requirements.txt - -sphinx: - builder: html - fail_on_warning: false - configuration: docs/conf.py diff --git a/docs/_config.yml b/docs/_config.yml deleted file mode 100644 index c02e8a2..0000000 --- a/docs/_config.yml +++ /dev/null @@ -1,50 +0,0 @@ -# Book settings -# Learn more at https://jupyterbook.org/customize/config.html - -title: GeoLab Jupyter Book -author: EarthScope On-Ramp Project Group -logo: content/img/cloud_logo_simple_small.png -copyright: "2024" # Should go in the footer - -parse: - myst_substitutions: - geolab_github_url: https://github.com/EarthScope/GeoLab - jupyterhub_url: https://geolab.earthscope.cloud/hub/ - website_url: https://www.earthscope.org/data/geolab/ - geolab_feedback_form: https://support.center.earthscope.org/servicedesk/customer/portal/4/group/31/create/210 - - -# Force re-execution of notebooks on each build. -# See https://jupyterbook.org/content/execute.html -execute: - # execute_notebooks: force - execute_notebooks: off - -# Define the name of the latex output file for PDF builds -latex: - latex_documents: - targetname: book.tex - -# Add a bibtex file so that we can create citations -bibtex_bibfiles: - - references.bib - -# Information about where the book exists on the web -repository: -# url: https://github.com/executablebooks/jupyter-book # Online location of your book - url: https://github.com/EarthScope/GeoLab - path_to_book: book # Optional path to your book, relative to the repository root - branch: master # Which branch of the repository should be used when creating links (optional) - -# Add GitHub buttons to your book -# See https://jupyterbook.org/customize/config.html#add-a-link-to-your-repository -html: - use_issues_button: false - use_repository_button: true - -# Specify what to build -only_build_toc_files: true -exclude_patterns: [ - content/drafts/*, - content/science_tutorials/* -] \ No newline at end of file diff --git a/docs/_toc.yml b/docs/_toc.yml deleted file mode 100644 index 03e738a..0000000 --- a/docs/_toc.yml +++ /dev/null @@ -1,46 +0,0 @@ -# Table of contents -# Learn more at https://jupyterbook.org/customize/toc.html - -format: jb-book -root: intro -parts: -- caption: Welcome - chapters: - # - file: notebooks/Welcome_to_the_Hub - - file: content/welcome/about - - file: content/welcome/mission - - file: content/welcome/geolab_CoC - - file: content/welcome/geolab_AUP - - file: content/welcome/citation - - file: content/welcome/glossary -- caption: Getting Started - chapters: - - file: content/getting_started/register_es_user - - file: content/getting_started/register_geolab_access - - file: content/getting_started/server_launch - - file: content/getting_started/user_storage - # - file: content/getting_started/hub_best_practices -- caption: Navigate GeoLab - chapters: - - file: content/navigate_geolab/basic_navigation - - file: content/navigate_geolab/geolab_terminal - - file: content/navigate_geolab/How_to_Notebook.ipynb - - file: content/navigate_geolab/using_git -- caption: Advanced Topics - chapters: - - file: content/advanced_topics/env_mgmt - - file: content/advanced_topics/dask -#- caption: Background and Training -- caption: Open Science Resources - chapters: - - file: content/other/opensci_links -- caption: EarthScope Cloud Resources - chapters: - - url: https://docs.earthscope.org/ - title: EarthScope Docs Home - - url: https://docs.earthscope.org/projects/API - title: EarthScope API - - url: https://docs.earthscope.org/projects/CLI - title: EarthScope CLI - - url: https://docs.earthscope.org/projects/SDK - title: EarthScope SDK diff --git a/docs/content/advanced_topics/contributor_guide.ipynb b/docs/content/advanced_topics/contributor_guide.ipynb deleted file mode 100644 index 75f5c39..0000000 --- a/docs/content/advanced_topics/contributor_guide.ipynb +++ /dev/null @@ -1,198 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "f1e00710-eb8f-4679-a14f-bc2d98683055", - "metadata": {}, - "source": [ - "# A Guide for Early Adoptors & Contributors" - ] - }, - { - "cell_type": "markdown", - "id": "43fd27a1-7873-41ac-b66b-125900adbc39", - "metadata": {}, - "source": [ - "![cloud_project](img/cloud_project_logo.svg) " - ] - }, - { - "cell_type": "markdown", - "id": "0481a017-bc97-49ec-9ee4-be3bcdd429ff", - "metadata": {}, - "source": [ - "# 1. Introduction" - ] - }, - { - "cell_type": "markdown", - "id": "1024dc2a-4c18-4c76-aa78-f330b81c3dd5", - "metadata": {}, - "source": [ - "Welcome to our new JupyterHub! We're thrilled to have you as an early adopter and contributor. Your efforts in uploading and sharing your courses will help us build a robust and dynamic educational platform. This notebook is designed to guide you through your questions in running/managing your courses in GeoLab. By following these guidelines, you can ensure that your materials are well-organized, accessible, and easy to navigate for all users.\n", - "\n", - "**Expectations:** \n", - "We expect our early adopters to follow the guidelines outlined in this document to maintain consistency and quality across all courses. In return, you can expect a supportive environment and the necessary resources to succeed.\n" - ] - }, - { - "cell_type": "markdown", - "id": "0945e0e6-7053-4d5e-b45b-478e99810ef8", - "metadata": {}, - "source": [ - "# 2. Previous Course Takeaways " - ] - }, - { - "cell_type": "markdown", - "id": "0468ad99-5107-48b6-bbba-e0d19dc71bc7", - "metadata": {}, - "source": [ - "The July 8-12 Massive Parallel Analysis System for Seismologists (MsPASS) short course was the first to run in our GeoLab JupyterHub environment and was a resounding success. Here are some key takeaways from the course:\n", - "\n", - "**Pre-configured Environments:** One of the most significant benefits was the pre-configured environment tailored to the course content. This setup allowed every student to log in and start working immediately without needing to troubleshoot individual setups.\n", - "\n", - "**Scalability and Performance:** The GeoLab JupyterHub environment performed well, dynamically scaling resources to handle increased traffic. The environment adjusted the number of available nodes based on student logins, ensuring efficient use of resources.\n", - "\n", - "**Technical Smoothness:** There were no major technical issues throughout the course. The system's ability to efficiently scale and manage resources contributed to a seamless experience for instructors and students.\n", - "\n", - "**Areas for Improvement:** Despite the overall success, we identified some areas for improvement:\n", - "\n", - "- Simplifying the user registration process.\n", - "- Streamlining access to the short course image in GeoLab.\n", - "- Enhancing tutorial instructions to reduce potential confusion.\n", - "- Addressing minor slowdowns during data-intensive workflows.\n", - "\n", - "\n", - "These takeaways will support the success of future courses and have helped shape this blueprint for setting up future short courses. We have refined our processes for collecting information from instructors, deploying software images, and ensuring participants have all the necessary resources.\n", - "\n", - "\n", - "For more information: [MsPass Recap](https://www.earthscope.org/news/a-successful-run-for-the-first-short-course-in-the-geolab-notebook-hub/) \n" - ] - }, - { - "cell_type": "markdown", - "id": "2a8f44a8-ed5d-4ea7-a621-2b2858bdee56", - "metadata": {}, - "source": [ - "# 3. Contributor Checklist for Uploading Courses and Notebooks" - ] - }, - { - "cell_type": "markdown", - "id": "5fb9fb4d-af9c-4185-8b0d-aa5d97ef5db6", - "metadata": {}, - "source": [ - "## Setting Up Your Workspace\n", - "\n", - "### Creating Folders\n", - "- **Navigate to the File Browser**: On the JupyterHub dashboard, click on the \"File Browser\" tab.\n", - "- **Create a New Folder**: Click on the \"New\" button and select \"Folder\". Name your folder appropriately (e.g., \"CourseName_2024\").\n", - "\n", - "### Naming Conventions\n", - "- **Folders**: Use clear and descriptive names (e.g., \"Introduction_to_Python\", \"Data_Science_Fall_2024\").\n", - "- **Files**: Use consistent and descriptive file names (e.g., \"Lesson1_Introduction.ipynb\", \"Assignment1_DataAnalysis.ipynb\").\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "a53a6c9f-0123-4907-83a0-f3c62c3e999b", - "metadata": {}, - "source": [ - "## Uploading Course Material\n", - "\n", - "### Uploading Files\n", - "- **Navigate to the Desired Folder**: Use the file browser to navigate to the folder where you want to upload your files.\n", - "- **Upload Files**: Click on the \"Upload\" button and select the files from your computer. You can upload multiple files at once.\n", - "\n", - "### Organizing Course Material\n", - "- **Course Outline**: Create a main folder for your course and subfolders for each module or week.\n", - "- **Subfolders**: Within each module folder, organize files by type (e.g., \"Lectures\", \"Assignments\", \"Readings\").\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "52ebf5b4-88b2-4a2e-a867-794416216946", - "metadata": {}, - "source": [ - "## Creating and Managing Notebooks\n", - "\n", - "### Creating a New Notebook\n", - "- **Navigate to the Desired Folder**: In the file browser, navigate to the folder where you want to create the notebook.\n", - "- **Create a Notebook**: Click on the \"New\" button and select \"Python 3\" (or your preferred kernel). A new notebook will open in a new tab.\n", - "\n", - "### Notebook Structure and Features\n", - "- **Cell Types**: Understand the different cell types (Code, Markdown, Raw NBConvert).\n", - "- **Using Markdown**: Learn to use Markdown for adding headings, lists, links, and formatting text.\n", - "- **Adding Headings**: Use `#` for headings (e.g., `# Heading 1`, `## Heading 2`).\n", - "\n", - "### Saving and Versioning\n", - "- **Save Regularly**: Click on the \"Save\" icon or use `Ctrl + S` to save your work frequently.\n", - "- **Naming Your Notebook**: Give your notebook a descriptive name (e.g., \"Lecture1_Introduction_to_Python.ipynb\").\n", - "- **Version Control**: Use Git to manage versions of your notebooks (covered in a later section).\n", - "\n", - "**For more detailed documentation, please visit How_to_Notebook in the /shared drive**" - ] - }, - { - "cell_type": "markdown", - "id": "e04f63a2-8568-4082-a5e9-b9a231957f02", - "metadata": {}, - "source": [ - "# 4. Best Practices for Course Development\n", - "\n", - "## Course Structure\n", - "- **Outline Clearly**: Start each course with a clear outline that includes the course objectives, prerequisites, and a logical progression of topics.\n", - "- **Organize Content**: Use subfolders for each module or week to keep content organized. For example:\n", - "\n", - "## Engagement Strategies\n", - "- **Interactive Elements**: To engage students, include quizzes, polls, and discussion prompts within your notebooks.\n", - "- **Visual Aids**: Incorporate charts, graphs, and images to help explain complex concepts. Use libraries like Matplotlib, Seaborn, or Plotly for data visualization.\n", - "\n", - "## Feedback Mechanisms\n", - "- **Surveys**: Provide opportunities for student feedback through surveys. Platforms like Google Forms or embed simple surveys within the notebooks can be used.\n", - "- **Discussion Forums**: Create a space for discussion, such as a dedicated Slack channel or a forum on your course platform.\n", - "\n", - "## Peer Review Process\n", - "- **Encourage Peer Review**: Set up a system where contributors can review each other's work. This could be a simple checklist or a more formal review process.\n", - "- **Constructive Feedback**: Ensure feedback is constructive and aimed at improving the quality of the content.\n", - "\n", - "## Self-Assessment Checklists\n", - "- **Completeness**: Ensure all topics are covered as outlined in the course objectives.\n", - "- **Accuracy**: Verify that the information is accurate and up-to-date.\n", - "- **Clarity**: Ensure that explanations are clear and understandable and that visual aids are used effectively.\n", - "\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "c34abf71-ae66-496c-8a7e-bfbba92356c1", - "metadata": {}, - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/advanced_topics/dask.md b/docs/content/advanced_topics/dask.md deleted file mode 100644 index ba164de..0000000 --- a/docs/content/advanced_topics/dask.md +++ /dev/null @@ -1,3 +0,0 @@ -# Dask - -**Placeholder** \ No newline at end of file diff --git a/docs/content/advanced_topics/env_mgmt.md b/docs/content/advanced_topics/env_mgmt.md deleted file mode 100644 index 75dc52c..0000000 --- a/docs/content/advanced_topics/env_mgmt.md +++ /dev/null @@ -1,21 +0,0 @@ -# Environment Management -GeoLab images have many well-loved geophysics tools installed, but we cannot include everything. Additional software and packages can be installed by users in GeoLab, with two options: -1. Ephemeral Installation: Due to the ephemeral nature of the JupyterHub servers, packages installed on the server will only be valid for your current session and will not persist from one session to another. You will need to reinstall them each time you log back in to GeoLab. -2. Use a Custom Image: If you need to use the same software repeatedly, during multiple sessions, or for multiple users, you can create your own software environment and load it at launch time. - -## 1. Ephemeral Installation -### Installing python packages - Use `pip` or `conda` to install the package yourself at the beginning of your session, either by typing the below in a GeoLab Terminal, or including it in the first cell of your Jupyter notebook. - - `%pip install packagename` or `%conda install packagename` - - The `%pip` / `%conda` forms here are better than their `!pip` / `!conda` counterparts to ensure that the package is installed to the correct directory. - -### Installing ubuntu packages -Some software can be installed via the terminal using `apt-get`. Please be advised that users do not have the ability to run commands as super users: `sudo` will not work and these permissions _cannot_ be granted to individual users. If you need to install something foundational, please create a custom image. - -## 2. Create a Custom Image: -```{note} Section Under Development! -EarthScope is working to build more comprehensive documentation. In the mean time, please see the [2i2c guide on building your own image from a template.](https://docs.2i2c.org/admin/howto/environment/update-community-image/). We recommend starting with an image from [Pangeo.](https://github.com/pangeo-data/pangeo-docker-images) -``` - -## A note on C/C++/Fortran Compilers: -Most GeoLab images have `gcc`, `g++`, and `gfortran` compilers installed. You will need to move your makefiles into your home directory and compile them within GeoLab. diff --git a/docs/content/drafts/Contributor_Guide(in-progress).md b/docs/content/drafts/Contributor_Guide(in-progress).md deleted file mode 100644 index 132fcee..0000000 --- a/docs/content/drafts/Contributor_Guide(in-progress).md +++ /dev/null @@ -1,206 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "f1e00710-eb8f-4679-a14f-bc2d98683055", - "metadata": {}, - "source": [ - "# A Guide for Early Adoptors & Contributors" - ] - }, - { - "cell_type": "markdown", - "id": "43fd27a1-7873-41ac-b66b-125900adbc39", - "metadata": {}, - "source": [ - "![cloud_project](img/cloud_project_logo.svg) " - ] - }, - { - "cell_type": "markdown", - "id": "0481a017-bc97-49ec-9ee4-be3bcdd429ff", - "metadata": {}, - "source": [ - "# 1. Introduction" - ] - }, - { - "cell_type": "markdown", - "id": "1024dc2a-4c18-4c76-aa78-f330b81c3dd5", - "metadata": {}, - "source": [ - "Welcome to our new JupyterHub! We're thrilled to have you as an early adopter and contributor. Your efforts in uploading and sharing your courses will help us build a robust and dynamic educational platform. This notebook is designed to guide you through your questions in running/managing your courses in GeoLab. By following these guidelines, you can ensure that your materials are well-organized, accessible, and easy to navigate for all users.\n", - "\n", - "**Expectations:** \n", - "We expect our early adopters to follow the guidelines outlined in this document to maintain consistency and quality across all courses. In return, you can expect a supportive environment and the necessary resources to succeed.\n" - ] - }, - { - "cell_type": "markdown", - "id": "0945e0e6-7053-4d5e-b45b-478e99810ef8", - "metadata": {}, - "source": [ - "# 2. Previous Course Takeaways " - ] - }, - { - "cell_type": "markdown", - "id": "0468ad99-5107-48b6-bbba-e0d19dc71bc7", - "metadata": {}, - "source": [ - "The July 8-12 Massive Parallel Analysis System for Seismologists (MsPASS) short course was the first to run in our GeoLab JupyterHub environment and was a resounding success. Here are some key takeaways from the course:\n", - "\n", - "**Pre-configured Environments:** One of the most significant benefits was the pre-configured environment tailored to the course content. This setup allowed every student to log in and start working immediately without needing to troubleshoot individual setups.\n", - "\n", - "**Scalability and Performance:** The GeoLab JupyterHub environment performed well, dynamically scaling resources to handle increased traffic. The environment adjusted the number of available nodes based on student logins, ensuring efficient use of resources.\n", - "\n", - "**Technical Smoothness:** There were no major technical issues throughout the course. The system's ability to efficiently scale and manage resources contributed to a seamless experience for instructors and students.\n", - "\n", - "**Areas for Improvement:** Despite the overall success, we identified some areas for improvement:\n", - "\n", - "- Simplifying the user registration process.\n", - "- Streamlining access to the short course image in GeoLab.\n", - "- Enhancing tutorial instructions to reduce potential confusion.\n", - "- Addressing minor slowdowns during data-intensive workflows.\n", - "\n", - "\n", - "These takeaways will support the success of future courses and have helped shape this blueprint for setting up future short courses. We have refined our processes for collecting information from instructors, deploying software images, and ensuring participants have all the necessary resources.\n", - "\n", - "\n", - "For more information: [MsPass Recap](https://www.earthscope.org/news/a-successful-run-for-the-first-short-course-in-the-geolab-notebook-hub/) \n" - ] - }, - { - "cell_type": "markdown", - "id": "2a8f44a8-ed5d-4ea7-a621-2b2858bdee56", - "metadata": {}, - "source": [ - "# 3. Contributor Checklist for Uploading Courses and Notebooks" - ] - }, - { - "cell_type": "markdown", - "id": "5fb9fb4d-af9c-4185-8b0d-aa5d97ef5db6", - "metadata": {}, - "source": [ - "## Setting Up Your Workspace\n", - "\n", - "### Creating Folders\n", - "- **Navigate to the File Browser**: On the JupyterHub dashboard, click on the \"File Browser\" tab.\n", - "- **Create a New Folder**: Click on the \"New\" button and select \"Folder\". Name your folder appropriately (e.g., \"CourseName_2024\").\n", - "\n", - "### Naming Conventions\n", - "- **Folders**: Use clear and descriptive names (e.g., \"Introduction_to_Python\", \"Data_Science_Fall_2024\").\n", - "- **Files**: Use consistent and descriptive file names (e.g., \"Lesson1_Introduction.ipynb\", \"Assignment1_DataAnalysis.ipynb\").\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "a53a6c9f-0123-4907-83a0-f3c62c3e999b", - "metadata": {}, - "source": [ - "## Uploading Course Material\n", - "\n", - "### Uploading Files\n", - "- **Navigate to the Desired Folder**: Use the file browser to navigate to the folder where you want to upload your files.\n", - "- **Upload Files**: Click on the \"Upload\" button and select the files from your computer. You can upload multiple files at once.\n", - "\n", - "### Organizing Course Material\n", - "- **Course Outline**: Create a main folder for your course and subfolders for each module or week.\n", - "- **Subfolders**: Within each module folder, organize files by type (e.g., \"Lectures\", \"Assignments\", \"Readings\").\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "52ebf5b4-88b2-4a2e-a867-794416216946", - "metadata": {}, - "source": [ - "## Creating and Managing Notebooks\n", - "\n", - "### Creating a New Notebook\n", - "- **Navigate to the Desired Folder**: In the file browser, navigate to the folder where you want to create the notebook.\n", - "- **Create a Notebook**: Click on the \"New\" button and select \"Python 3\" (or your preferred kernel). A new notebook will open in a new tab.\n", - "\n", - "### Notebook Structure and Features\n", - "- **Cell Types**: Understand the different cell types (Code, Markdown, Raw NBConvert).\n", - "- **Using Markdown**: Learn to use Markdown for adding headings, lists, links, and formatting text.\n", - "- **Adding Headings**: Use `#` for headings (e.g., `# Heading 1`, `## Heading 2`).\n", - "\n", - "### Saving and Versioning\n", - "- **Save Regularly**: Click on the \"Save\" icon or use `Ctrl + S` to save your work frequently.\n", - "- **Naming Your Notebook**: Give your notebook a descriptive name (e.g., \"Lecture1_Introduction_to_Python.ipynb\").\n", - "- **Version Control**: Use Git to manage versions of your notebooks (covered in a later section).\n", - "\n", - "**For more detailed documentation, please visit How_to_Notebook in the /shared drive**" - ] - }, - { - "cell_type": "markdown", - "id": "e04f63a2-8568-4082-a5e9-b9a231957f02", - "metadata": {}, - "source": [ - " # 4. Best Practices for Course Development\n", - "\n", - "### Course Structure\n", - "- **Outline Clearly**: Start each course with a clear outline that includes the course objectives, prerequisites, and a logical progression of topics.\n", - "- **Organize Content**: Use subfolders for each module or week to keep content organized. For example:\n", - "\n", - "### Engagement Strategies\n", - "- **Interactive Elements**: To engage students, include quizzes, polls, and discussion prompts within your notebooks.\n", - "- **Visual Aids**: Incorporate charts, graphs, and images to help explain complex concepts. Use libraries like Matplotlib, Seaborn, or Plotly for data visualization.\n", - "\n", - "### Feedback Mechanisms\n", - "- **Surveys**: Provide opportunities for student feedback through surveys. Platforms like Google Forms or embed simple surveys within the notebooks can be used.\n", - "- **Discussion Forums**: Create a space for discussion, such as a dedicated Slack channel or a forum on your course platform.\n", - "\n", - "### Peer Review Process\n", - "- **Encourage Peer Review**: Set up a system where contributors can review each other's work. This could be a simple checklist or a more formal review process.\n", - "- **Constructive Feedback**: Ensure feedback is constructive and aimed at improving the quality of the content.\n", - "\n", - "### Self-Assessment Checklists\n", - "- **Completeness**: Ensure all topics are covered as outlined in the course objectives.\n", - "- **Accuracy**: Verify that the information is accurate and up-to-date.\n", - "- **Clarity**: Ensure that explanations are clear and understandable and that visual aids are used effectively.\n", - "\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "c34abf71-ae66-496c-8a7e-bfbba92356c1", - "metadata": {}, - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e52d65ad-37e6-4dff-b5ee-994654029710", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/drafts/Welcome_to_the_Hub.ipynb b/docs/content/drafts/Welcome_to_the_Hub.ipynb deleted file mode 100644 index 3e9dc35..0000000 --- a/docs/content/drafts/Welcome_to_the_Hub.ipynb +++ /dev/null @@ -1,189 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "ed328e40-d413-4e96-9b67-38c052bfe6df", - "metadata": {}, - "source": [ - "# Welcome to GeoLab\n" - ] - }, - { - "cell_type": "markdown", - "id": "e434cadf-1c2a-494c-8005-1ec9ac503696", - "metadata": {}, - "source": [ - "\n", - "![ES_cloud](../img/ES_cloud.jpg) " - ] - }, - { - "cell_type": "markdown", - "id": "cd39ceb2-27d1-4d99-b2db-f472cef90a06", - "metadata": {}, - "source": [ - "# About GeoLab\n", - "\n", - "The EarthScope-operated data systems of the NSF GAGE and SAGE Facilities are transitioning to cloud services, introducing new capabilities for users to leverage cloud computing for their projects. As part of this transition, the EarthScope GeoLab JupyterHub provides a powerful platform for accessing Jupyter Notebooks in a shared, cloud-based environment. GeoLab is a collaborative environment for students/researchers to work on data-intensive projects. Providing access to powerful computational resources, tools, and a community of experts.\n", - "\n", - "## Why Migrate?\n", - "\n", - "The cloud migration enhances data reliability and scalability, enabling on-demand serverless elasticity and efficient data processing. Researchers will benefit from adjacent scalable cloud computing, particularly for machine learning projects. This shift aligns with broader movements toward more open and equitable science\n", - "\n", - "## Why use notebooks?\n", - "\n", - "Notebooks facilitate seamless collaboration by allowing multiple users to work in the same environment without setup, streamlining scientific workflows. They enhance reproducibility and transparency by documenting analysis methods in a ready-to-run package. Their flexibility allows them to be used as static web pages, embedded in web apps, or integrated with various systems, making them versatile for scientific research and data analysis tools.\n", - "\n", - "## GeoLab Code of Conduct \n", - "\n", - "EarthScope is committed to open-source software for collaboration, transparency, and better solutions. Security and resource management are top priorities; protect your login credentials, report vulnerabilities, and follow all security protocols. Use resources responsibly, comply with EarthScope's policies, and respect legal and regulatory requirements.\n", - "\n", - "- **EarthScope Code of Conduct** Learn more [here](https://www.earthscope.org/earthscope-code-of-conduct/).\n" - ] - }, - { - "cell_type": "markdown", - "id": "e00b26c7-d14b-4e08-85fd-ced85a4c918a", - "metadata": {}, - "source": [ - "\n", - "# About Our Partners\n", - "\n", - "## 2i2c\n", - "\n", - "![2i2c](../img/2i2c_banner.png) \n", - "\n", - "GeoLab (JupyterHub) is powered by 2i2c (International Interactive Computing Collaboration), a non-profit organization that builds and operates cloud infrastructure for interactive computing. \n", - "\n", - "- **2i2c** Learn more [here](https://2i2c.org/).\n", - "\n", - "## Amazon Web Services (AWS)\n", - "\n", - "![AWS](../img/aws.png) \n", - "\n", - "AWS services enable efficient data processing, storage, and analysis, supporting real-time analytics and machine-learning applications while ensuring data security and compliance with industry standards. This migration aims to enhance EarthScope's capabilities in preserving, discovering, and delivering geophysical data. \n", - "\n", - "- **AWS** Learn more [here](https://aws.amazon.com/what-is-cloud-computing/).\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "810feb20-bed1-481a-a032-70752609035d", - "metadata": {}, - "source": [ - "# About the Hub\n", - "\n", - "![ES_system](../img/ES_system.jpg) \n", - "\n", - "\n", - "## What Are Docker Containers?\n", - "Docker containers are like storage boxes that hold all the parts needed to run a piece of software. Imagine you want to bake a cake, but you need all the ingredients, utensils, and the oven to be exactly the same every time you bake it, no matter where you are. Docker containers do this for software. Each container includes the software, all the files it needs, and even the tools to run it, all packed together. This way, the software will work exactly the same whether you run it on your laptop, a server at your company, or in the cloud. Docker containers are also quick to start and use less memory because they share parts of the operating system from the computer they run on. This makes developing, testing, and deploying software consistently across different environments easy.\n", - "\n", - "## What Are Docker Images?\n", - "Docker images are like blueprints or recipes for creating Docker containers. Imagine you have a detailed recipe for baking a cake, which includes a list of ingredients and step-by-step instructions. A Docker image works similarly by specifying all the parts and instructions needed to create a Docker container. It includes the application code, libraries, dependencies, and other necessary files. Using a Docker image creates a container that runs exactly as described in the image. This ensures that every container created from the same image will be identical, providing consistency and reliability. Docker images can be shared and reused, making distributing and deploying software easy across different machines and environments.\n", - "\n", - "### Images Available for Users\n", - "\n", - "- **GeoLab**: This image is designed for students and researchers. It includes pre-installed tools and libraries commonly used in geophysical studies.\n", - "\n", - "- **MsPASS**: This curated image is specifically prepared for the MsPASS short course.\n", - "\n", - "- **Custom Images**: Custom images can be created upon request. If you have specific requirements or need particular software setups, please reach out to the administration to discuss your needs and have a custom image prepared for you.\n", - "\n", - "\n", - "### What are GeoLab Compute Instances\n", - "Compute instances are like ovens that provide the necessary environment and resources to run your Docker containers. Just as different ovens can vary in size, power, and features, compute instances come in various configurations to match different computational needs.\n", - "\n", - "Imagine you want to bake multiple cakes simultaneously. A small oven might only fit one or two cakes at a time, while a larger, industrial oven can handle dozens. Similarly, a small compute instance might be sufficient for running a few lightweight applications. Still, a larger instance with more CPU power, memory, and storage is necessary for more demanding tasks or multiple applications.\n", - "\n", - "In cloud computing, compute instances are virtual machines provided by cloud service providers like AWS, Google Cloud, or Azure. These instances can be scaled up or down based on your needs, allowing you to allocate resources dynamically to handle workloads efficiently.\n", - "\n", - "**Key Features of Compute Instances:**\n", - "Scalability: You can quickly scale your compute resources up or down based on demand. This is like adjusting the size of your oven to bake more cakes during a busy season and fewer when demand is low.\n", - "\n", - "- **Flexibility:** Compute instances come in various sizes and configurations, allowing you to choose the right amount of CPU, memory, and storage for your applications. It's like having the option to select an oven with different capacities and features depending on the complexity and volume of baking you need to do.\n", - "\n", - "- **Reliability:** Cloud providers offer high availability and fault tolerance, ensuring that your compute instances are reliable and your applications run smoothly. This is like having a well-maintained oven that consistently performs well, reducing the risk of baking failures.\n", - "\n", - "\n", - "### What are Notebooks?\n", - "Notebooks are interactive, web-based documents that combine code, text, and visualizations in a single, cohesive environment. In research and education, notebooks are invaluable for documenting experiments, teaching programming and data analysis, and presenting findings. They provide a hands-on learning experience where students and researchers can run code, see the output, and make adjustments on the fly. For data scientists and developers, notebooks are a powerful tool for prototyping, data exploration, and sharing insights with colleagues. They enable seamless collaboration, as the entire workflow—from data preprocessing to model training and visualization—can be documented and shared.\n", - "\n", - "**Key Features of Notebooks:**\n", - "\n", - "- **Rich Text Support:** Notebooks support markdown, including formatted text, images, and links alongside your code.\n", - " \n", - "- **Visualizations:** You can create and display plots, charts, and other visualizations directly within the notebook. \n", - "\n", - "- **Reproducibility:** Since notebooks can be shared and executed on different machines, they ensure that the same results can be achieved, provided the environment is consistent. \n", - "\n", - "- **Interactive Widgets:** Notebooks can include interactive elements such as sliders, buttons, and forms, allowing for dynamic and interactive data exploration. \n", - "\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "af289270-d6ee-4979-9fd7-8e35d90ff60d", - "metadata": {}, - "source": [ - "# External Resources\n", - "\n", - "## How to Get Help / Ask Questions\n", - "\n", - "If you encounter any issues or have questions, there are several ways to get help:\n", - "\n", - "- **Slack:** Join our Slack channel [#geolab-support]\n", - "- **Data Help Desk** [Need Help](https://support.center.earthscope.org/servicedesk/customer/portal/4/group/5?groupId=5)\n", - "\n", - "\n", - "## Extras\n", - "\n", - "Here are some additional resources to help you get started:\n", - "\n", - "- **Python:** Learn Python programming [here](https://www.python.org/doc/).\n", - "- **Notebooks:** Learn how to use Jupyter Notebooks [here](https://jupyter.org/documentation).\n", - "- **Cloud Computing:** Understand cloud computing concepts [here](https://aws.amazon.com/what-is-cloud-computing/).\n", - "\n", - "\n", - "We hope you have a productive experience with GeoLab. Happy computing!" - ] - }, - { - "cell_type": "markdown", - "id": "a5f0724b", - "metadata": {}, - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0ea85594-fac1-4553-83e9-c56294a2f165", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/drafts/aa_cloud-101/aws_workflow.png b/docs/content/drafts/aa_cloud-101/aws_workflow.png deleted file mode 100644 index f47e116..0000000 Binary files a/docs/content/drafts/aa_cloud-101/aws_workflow.png and /dev/null differ diff --git a/docs/content/drafts/aa_cloud-101/aws_workflow_sage.png b/docs/content/drafts/aa_cloud-101/aws_workflow_sage.png deleted file mode 100644 index 6149307..0000000 Binary files a/docs/content/drafts/aa_cloud-101/aws_workflow_sage.png and /dev/null differ diff --git a/docs/content/drafts/aa_cloud-101/function_workflow.png b/docs/content/drafts/aa_cloud-101/function_workflow.png deleted file mode 100644 index 1994866..0000000 Binary files a/docs/content/drafts/aa_cloud-101/function_workflow.png and /dev/null differ diff --git a/docs/content/drafts/aa_cloud-101/scaling_DASK-ML-SAGE.ipynb b/docs/content/drafts/aa_cloud-101/scaling_DASK-ML-SAGE.ipynb deleted file mode 100644 index cfc794f..0000000 --- a/docs/content/drafts/aa_cloud-101/scaling_DASK-ML-SAGE.ipynb +++ /dev/null @@ -1,2621 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "652cc033", - "metadata": {}, - "source": [ - "## **Harnessing Machine Learning for Seismic Phase Picking in the cloud**" - ] - }, - { - "cell_type": "markdown", - "id": "b6bf1997", - "metadata": {}, - "source": [ - "In this notebook, we'll explore how to scale machine learning workflows using SAGE seismic data in the cloud. Machine learning is inherently data-intensive, and running such workflows locally can quickly become a bottleneck. Fortunately, the cloud offers a powerful solution. By leveraging cloud-native tools and infrastructure, we can scale and parallelize our computations, making the entire process faster and more efficient. We'll build upon the concepts introduced in the `scaling_&_parallelization` notebook and define two key utility functions to help us get started.\n", - "\n", - "However, cloud-based machine learning workflows are elastic and often ephemeral—every session may start on a fresh JupyterHub and a new Dask cluster. Spinning that up correctly (gateway auth, cluster options, autoscaling, and waiting for workers) is repetitive and easy to get wrong. To simplify our interaction with Dask in a 2i2c cloud environment, we’ll create:\n", - "\n", - "`setup_dask_gateway_simple()` – A lightweight function to connect to a Dask Gateway, initialize a cluster, and report its status.\n", - "\n", - "`detect_2i2c_environment()` – A helper function to confirm whether we’re running in a 2i2c JupyterHub environment.\n", - "\n", - "Together, these utilities remove friction, reduce setup errors, and make the notebook portable and reproducible across cloud and non-cloud environments." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "61cf5931", - "metadata": {}, - "outputs": [], - "source": [ - "import dask.delayed\n", - "import dask\n", - "from dask.distributed import Client, as_completed\n", - "import os\n", - "\n", - "def setup_dask_gateway_simple(GATEWAY_CONFIG):\n", - " \"\"\"\n", - " Minimal Dask Gateway setup for 2i2c environments\n", - " \"\"\"\n", - " # This should \"just work\" in 2i2c\n", - " from dask_gateway import Gateway, GatewayCluster\n", - " gateway = Gateway()\n", - " options = gateway.cluster_options()\n", - " cluster = gateway.new_cluster(options)\n", - " cluster.adapt(minimum = GATEWAY_CONFIG['min_workers'],\n", - " maximum = GATEWAY_CONFIG['max_workers'])\n", - "\n", - " dask_client = cluster.get_client()\n", - "\n", - " print(f\"✅ Connected to Dask Gateway\")\n", - " print(f\"📊 Dashboard: ↘️\")\n", - " print(f\"https://geolab.earthscope.cloud/{cluster.dashboard_link}\")\n", - "\n", - " print(\"⏳ Waiting for workers to start...\")\n", - " import time\n", - " time.sleep(10)\n", - "\n", - " # 2. Poll for workers\n", - " while True:\n", - " try:\n", - " dask_client = cluster.get_client()\n", - " info = dask_client.scheduler_info()\n", - " n_workers = len(info['workers'])\n", - " except Exception as e:\n", - " print(f\"⚠️ Error fetching scheduler info: {e}\")\n", - " print(\" Retrying in 5 seconds…\")\n", - " time.sleep(5)\n", - " continue\n", - "\n", - " if n_workers >= GATEWAY_CONFIG['min_workers']:\n", - " break\n", - "\n", - " print(\n", - " f\"⏳ Only {n_workers} workers available \"\n", - " f\"(need {GATEWAY_CONFIG['min_workers']}), waiting 5 seconds…\"\n", - " )\n", - " time.sleep(5)\n", - "\n", - " info = dask_client.scheduler_info()\n", - " print(f\"\\n📊 Cluster Status:\")\n", - " n_workers = len(info['workers'])\n", - " print(f\" Workers: {n_workers}\")\n", - " total_memory = sum(w['memory_limit'] for w in info['workers'].values()) / 1e9\n", - " print(f\" Total Memory: {total_memory:.1f} GB\")\n", - " total_cores = sum(w['nthreads'] for w in info['workers'].values()) \n", - " print(f\" Total Cores: {total_cores}\")\n", - " \n", - " return dask_client, cluster\n", - " \n", - "def detect_2i2c_environment():\n", - " \"\"\"\n", - " Detect if running in a 2i2c JupyterHub environment\n", - " \n", - " Returns:\n", - " bool: True if in 2i2c environment\n", - " \"\"\"\n", - " # Check for common 2i2c environment variables\n", - " indicators = [\n", - " 'JUPYTERHUB_SERVICE_PREFIX',\n", - " 'JUPYTER_IMAGE_SPEC',\n", - " 'JUPYTERHUB_USER',\n", - " 'JUPYTERHUB_BASE_URL'\n", - " ]\n", - " \n", - " for indicator in indicators:\n", - " if os.environ.get(indicator):\n", - " return True\n", - " \n", - " # Check if dask-gateway is available\n", - " try:\n", - " import dask_gateway\n", - " # Try to create a gateway connection\n", - " gateway = Gateway()\n", - " return True\n", - " except:\n", - " return False\n", - " \n", - " return False" - ] - }, - { - "cell_type": "markdown", - "id": "4caee70c", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "d5cbcbf8", - "metadata": {}, - "source": [ - "##### 🔹 **Why use machine learning?**\n", - "\n", - "Seismology is exploding with data. With thousands of sensors collecting terabytes of waveforms through networks like the SAGE facility, there’s more data than any human (or team of humans) can comb through by hand. That’s where machine learning (ML) comes in. ML lets computers learn patterns from data, such as recognizing earthquake signals or picking out P and S wave arrivals, without being explicitly told the rules. Instead of writing rigid algorithms, we let the computer figure it out from examples. Think of it as training a dog to sit. You don’t teach it every muscle to move; you reward it when it gets it right. Over time, it just learns. That’s exactly what we do when we train ML models on seismic data.\n", - "\n", - "Imagine this: your research project involves analyzing **500,000 earthquakes** recorded by hundreds of stations over several years. You have two choices:\n", - "1. Manually pick through half a million waveforms (say goodbye to your weekends), or\n", - "2. Train a machine learning model to do it for you—fast, consistently, and while you grab coffee.\n", - "\n", - "Modern seismic and geodetic networks like SAGE and GNSS generate massive amounts of data—more than any human can reasonably sift through. That’s where ML shines.\n", - "\n", - "**~ Pattern Recognition in Big Data**\n", - "- Detects trends, anomalies, and hidden signals in time-series and spatial data.\n", - "- Classifies seismic events (e.g., quakes, explosions, tremors) much faster than traditional methods.\n", - "\n", - "**~ Speed & Scalability**\n", - "- ML models can detect and characterize seismic events in real-time.\n", - "- They can also crunch through years of archived data in hours, enabling large-scale retrospective studies and catalog building.\n", - "\n", - "**~ Noise? No Problem**\n", - "- It can separate meaningful signals from background clutter.\n", - "- Denoising autoencoders can even reconstruct clean waveforms from noisy recordings.\n", - "\n", - "**~ Better Earthquake Locations & Magnitudes**\n", - "- Works well even with sparse or noisy data.\n", - "- Combines seismic, GNSS, and other datasets for improved accuracy.\n", - "\n", - "**~ Forecasting & Anomaly Detection**\n", - "- ML can spot subtle precursors to large quakes or volcanic activity.\n", - "- In geodesy, it can detect transient events like slow slip or post-seismic rebound—tricky to isolate otherwise.\n", - "\n", - "\"DASK\"" - ] - }, - { - "cell_type": "markdown", - "id": "1ebbcce0", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "47c06ffd", - "metadata": {}, - "source": [ - "##### 🔹 **Machine 'LEARNING'?**\n", - "\n", - "Now that we've seen how machine learning can revolutionize seismic data processing—especially in the cloud—let's take the next step: actually training a model.\n", - "\n", - "> **Machine learning isn't magic. At its heart, it's pattern recognition through exposure to examples. To pick out seismic phases (like P and S wave arrivals), a model needs to learn from waveforms labeled by experts. This process is called training. And thanks to cloud-native resources like SAGE-hosted seismograms and scalable compute, we can train robust models without moving a single file off the server.**\n", - "\n", - "Before diving into advanced architectures, let’s warm up with a simple example of how a model learns from labeled waveform data.\n", - "\n", - "Below is a small Python code snippet using NumPy and PyTorch to simulate training a tiny neural network to classify a synthetic waveform segment as either “noise” or “phase arrival.” It’s meant to be illustrative, not production-ready. Be sure understand it before jumping onto next sections.\n", - "\n", - "**🔧 Mini Code Snippet: “Toy Model” for Seismic Phase Picking**\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "a8fd9cef", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 0, Loss: 0.6793\n", - "Epoch 5, Loss: 0.4361\n", - "Epoch 10, Loss: 0.3549\n", - "Epoch 15, Loss: 0.3256\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import torch\n", - "import torch.nn as nn\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# ----------------------------\n", - "# 1. Synthetic Data Generator\n", - "# ----------------------------\n", - "# This function simulates a seismic waveform.\n", - "# If `has_arrival=True`, it inserts a synthetic \"phase arrival\"\n", - "# by adding a sine wave burst in the middle of Gaussian noise.\n", - "def generate_waveform(has_arrival=True):\n", - " x = np.random.randn(100) # Simulated background noise\n", - " if has_arrival:\n", - " x[45:55] += np.sin(np.linspace(0, np.pi, 10)) * 5 # Add synthetic arrival\n", - " return x\n", - "\n", - "# -------------------------------------\n", - "# 2. Create a Dataset of 1000 Waveforms\n", - "# -------------------------------------\n", - "# Half of the waveforms will contain phase arrivals, half will be noise only.\n", - "X = np.array([generate_waveform(i % 2 == 0) for i in range(1000)])\n", - "\n", - "# Create labels: [1, 0] means 'arrival'; [0, 1] means 'noise'\n", - "y = np.array([[1, 0] if i % 2 == 0 else [0, 1] for i in range(1000)])\n", - "\n", - "# -----------------------------------------\n", - "# 3. Convert Data to PyTorch Tensor Format\n", - "# -----------------------------------------\n", - "X_tensor = torch.tensor(X, dtype=torch.float32)\n", - "y_tensor = torch.tensor(y, dtype=torch.float32)\n", - "\n", - "# ----------------------\n", - "# 4. Define a Simple Model\n", - "# ----------------------\n", - "# A shallow neural network with:\n", - "# - One hidden layer (32 units, ReLU)\n", - "# - Output layer (2 units, Softmax for classification)\n", - "model = nn.Sequential(\n", - " nn.Linear(100, 32),\n", - " nn.ReLU(),\n", - " nn.Linear(32, 2),\n", - " nn.Softmax(dim=1) # Output: probability of [arrival, noise]\n", - ")\n", - "\n", - "# --------------------\n", - "# 5. Train the Model\n", - "# --------------------\n", - "criterion = nn.CrossEntropyLoss() # Loss function for classification\n", - "optimizer = torch.optim.Adam(model.parameters(), lr=0.01)\n", - "\n", - "# Training loop\n", - "for epoch in range(20):\n", - " optimizer.zero_grad() # Reset gradients\n", - " outputs = model(X_tensor) # Forward pass\n", - " loss = criterion(outputs, y_tensor) # Compute loss\n", - " loss.backward() # Backpropagation\n", - " optimizer.step() # Update weights\n", - " if epoch % 5 == 0:\n", - " print(f\"Epoch {epoch}, Loss: {loss.item():.4f}\")\n", - "\n", - "# ---------------------------\n", - "# 6. Test on a New Waveform\n", - "# ---------------------------\n", - "# Generate a new waveform with an arrival\n", - "test_waveform = torch.tensor(generate_waveform(True), dtype=torch.float32)\n", - "test_input = test_waveform.unsqueeze(0) # Add batch dimension\n", - "\n", - "# Get prediction from model\n", - "prediction = model(test_input).detach().numpy()\n", - "predicted_label = 'Arrival' if np.argmax(prediction) == 0 else 'Noise'\n", - "confidence = np.max(prediction)\n", - "\n", - "# ---------------------------\n", - "# 7. Plot Waveform and Result\n", - "# ---------------------------\n", - "plt.figure(figsize=(10, 4))\n", - "plt.plot(test_waveform.numpy(), label='Test waveform')\n", - "plt.axvspan(45, 55, color='red', alpha=0.3, label='True Arrival Window')\n", - "plt.title(f\"Model Prediction: {predicted_label} (Confidence: {confidence:.2f})\")\n", - "plt.xlabel(\"Time Index\")\n", - "plt.ylabel(\"Amplitude\")\n", - "plt.legend()\n", - "plt.grid(True)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "182f766c", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: What patterns do you think this tiny model is using to distinguish between noise and a seismic arrival? How might real seismic data challenge this model’s assumptions?*" - ] - }, - { - "cell_type": "markdown", - "id": "6a95ebdd", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "bb46e043", - "metadata": {}, - "source": [ - "##### 🔹 **Training your model**\n", - "\n", - "In our toy example, we trained a basic neural network to classify a seismic waveform as either containing a phase arrival or just noise. That’s a great first step—it demonstrates how machine learning can spot meaningful patterns in messy signals. But in real-world seismology, knowing that a waveform contains an arrival isn’t enough. Scientists need to know exactly when the P or S wave hits. For that, we need models that don’t just classify an entire waveform, but label every time step with precision.\n", - "\n", - "“Training a model” means feeding it lots of labeled examples, like seismograms with known phase arrivals, and letting it learn the connection between the raw waveform and the arrival times. At first, the model guesses randomly. But with each guess, it gets feedback (how wrong it was), and it adjusts its inner logic (called parameters) to do better next time. After enough rounds, the model gets pretty good at spotting patterns — even in brand new data it's never seen before.\n", - "\n", - "##### 🔹 **Meet U-net**\n", - "\n", - "When it comes to finding where something is inside messy data (like an earthquake hiding in noise), one of the most effective tools is called the U-Net. Originally created for segmenting medical images (like finding tumors in MRI scans), U-Net has found a new job in seismology: picking out seismic phases from waveform data.\n", - "\n", - "How does it work? Think of it like this:\n", - "\n", - "1. 👀 It zooms out to understand the big picture (what's happening over time).\n", - "2. 🔍 Then it zooms back in, focusing on fine details to pinpoint exactly where the interesting stuff is — like a P-wave arrival.\n", - "\n", - "Even better, it brings along notes from the zoomed-out view so it doesn’t forget anything. This “zoom out and back in” strategy is why it's shaped like a U — wide on the sides, narrow in the middle.\n", - "\n", - "U-Net works well on seismograms for a few key reasons:\n", - "\n", - "- It combines context and detail — it sees the whole trace and also zooms in on precise moments.\n", - "- It’s efficient — it can learn a lot even from a relatively small number of labeled waveforms.\n", - "- It’s precise — it highlights the exact sample or time a seismic phase arrives.\n", - "- It’s flexible — it works for 1D traces, 2D waveform images, or even full event catalogs.\n", - "- All this makes it a favorite for seismic phase picking and event detection.\n", - "\n", - "Training a deep learning model like U-Net takes time, power, and lots of data. Traditionally, that meant setting up local machines, transferring files, and managing storage — all of which can slow you down.\n", - "\n", - "But now, SAGE data is hosted in the cloud, and that changes everything.\n", - "\n", - "- You can stream waveform data directly into your ML pipeline.\n", - "- Use cloud GPUs or TPUs to train models in parallel.\n", - "- Automate your workflows using tools like Dask, Kubernetes, or prefect.io.\n", - "- Reproduce and share everything with portable, containerized environments.\n", - "\n", - "In short: cloud-optimized workflows make training ML models on seismic data faster, cheaper, and more scalable than ever before.\n", - "\n", - "This is how a basic U-net architecture works\n", - "\n", - "\"DASKscaling\"" - ] - }, - { - "cell_type": "markdown", - "id": "ac4b97b3", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "1c78a231", - "metadata": {}, - "source": [ - "### **1. Building U-net**\n", - "\n", - "Alright, time to dive into building our U-Net model, starting from the Encoder side of the architecture. This is the part of the network that acts like a detective—it looks at the raw waveform and tries to extract the most important clues by gradually compressing the information.\n", - "\n", - "**Take a look at the U-Net diagram above: what’s the very first thing you notice in the encoder path?**\n", - "\n", - "You’ll see two operations repeated right at the beginning: a `convolution` followed by a `ReLU` activation... and then the same thing again! This pattern—two `convolution + ReLU` blocks in a row—appears throughout the U-Net and is a key building block.\n", - "\n", - "To make things modular and reusable, let’s package this pattern into its own component. We’ll call it `ConvBlock`" - ] - }, - { - "cell_type": "markdown", - "id": "fccaf1f6", - "metadata": {}, - "source": [ - "To know more, click on the terms to expand\n", - "
\n", - " CONVOLUTION\n", - " \n", - " Convolution is simply taking a flipped filter and slide it over the signal, computing a dot product at each position.\n", - " \n", - " Given a discrete signal 𝑥[𝑛] and a kernel (filter) ℎ[𝑘] of length 𝑚, convolution produces an output 𝑦[𝑛] by\n", - "\n", - " 1. Flip the kernel: ℎ'[𝑘] = ℎ[𝑚−1−𝑘]\n", - " 2. Slide the flipped kernel across the signal (optionally with padding).\n", - " 3. At each position 𝑛, take the dot product of the kernel with the length-𝑚 window of the signal.\n", - "
\n", - "
\n", - " ReLu\n", - " ReLU (Rectified Linear Unit) is the activation f(x)=max(0,x): it passes positive inputs unchanged and clamps negatives to zero.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "a4547f27", - "metadata": {}, - "outputs": [], - "source": [ - "import torch\n", - "import torch.nn as nn\n", - "import torch.nn.functional as F\n", - "\n", - "# ═══════════════════════════════════════════════════════════════════════════════════════\n", - "# Double Convolution Block\n", - "# ═══════════════════════════════════════════════════════════════════════════════════════\n", - "class ConvBlock(nn.Module): # inherit the base class for neural networks for PyTorch\n", - " \"\"\"\n", - " ┌───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐\n", - " │ ConvBlock: The basic building brick │\n", - " │ ----------------------------------------------------------------------------------------------------------------------------------------------│\n", - " │ • Two 1-D convolutions (doubleConv), each followed by BatchNorm, ReLU and Dropout. │\n", - " │ • Conv1D = Applies a 1D convolution over an input seismogram signal │\n", - " │ • BatchNorm1D = Normalizes the output of the convolution by having zero mean and unit variance across the mini-batch during training │\n", - " │ • ReLU = Applies the Rectified Linear Unit activation function, which sets all negative values to zero and keeps positive values unchanged. │\n", - " │ • Dropout = Randomly sets a fraction of input units to zero during training to prevent overfitting. │\n", - " └───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘\n", - " \"\"\"\n", - " def __init__(self, \n", - " in_channels, # Number of input channels (e.g., waveform channels)\n", - " out_channels, # Number of output channels (i.e., number of feature maps)\n", - " kernel_size = 3, # Size of the convolutional filter (default is 3x3)\n", - " padding=1, # Padding for the convolution (default is 1 to preserve size)\n", - " dropout=0.1): # Dropout rate\n", - " super().__init__() # Initialize the base class\n", - "\n", - " # Define a sequential block of two convolutional layers with batch normalization, ReLU activation, and dropout\n", - " # This block will be used to extract features from the input signal\n", - " self.doubleConv = nn.Sequential(\n", - " nn.Conv1d(in_channels, out_channels, kernel_size, padding=padding),\n", - " nn.BatchNorm1d(out_channels),\n", - " nn.ReLU(inplace=True),\n", - " nn.Dropout1d(dropout),\n", - " \n", - " nn.Conv1d(out_channels, out_channels, kernel_size, padding=padding),\n", - " nn.BatchNorm1d(out_channels),\n", - " nn.ReLU(inplace=True),\n", - " nn.Dropout1d(dropout)\n", - " )\n", - "\n", - " #------FORWARD PASS THROUGH THE CONVOLUTION BLOCK--------\n", - " # This method defines how the input data flows through the block\n", - " # It takes an input tensor 'x' and applies the double convolution defined above\n", - " # The output is a tensor with the same number of channels as defined by 'out_channels'\n", - " # The input tensor 'x' is expected to have shape (batch_size, in_channels)\n", - " def forward(self, x):\n", - " return self.doubleConv(x)" - ] - }, - { - "cell_type": "markdown", - "id": "4b4066cb", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: What’s the difference between the convolution block in our code and the one in the original diagram? Why do you think we added extra layers like BatchNorm, ReLU, and Dropout?*" - ] - }, - { - "cell_type": "markdown", - "id": "f6f8bea2", - "metadata": {}, - "source": [ - "Think of the `ConvBlock` as the Lego brick of our U-Net architecture. It extracts features from the waveform by stacking two convolutional layers, each followed by normalization and activation. But one building block alone doesn’t make a full model.\n", - "\n", - "Just like assembling a house from bricks, the full U-Net is made by stacking multiple blocks together—in a very particular way. That brings us to our next step: putting these blocks into a complete encoder-decoder structure that can both understand the waveform and make precise, time-step-level predictions.\n", - "\n", - "instead of a one-size-fits-all model, we’re building an `AdaptiveUNet1D`—a version designed specifically for seismic workflows. Its\n", - "- smart enough to work with or without expert-crafted features\n", - "- flexible across waveform lengths and sampling conditions\n", - "- focused on time-domain precision (perfect for phase picking)\n", - "\n", - "This architecture is designed specifically for 1D seismic data, and includes:\n", - "- An encoder to learn “what’s present” in the waveform\n", - "- A decoder to learn “when exactly” key events (like P or S arrivals) occur\n", - "- Optional physics-informed features like STA/LTA, if you want to combine expert knowledge with machine learning\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "ebb709c8", - "metadata": {}, - "outputs": [], - "source": [ - "# now, we are going to create the entire U-net structure\n", - "\n", - "class AdaptiveUNet1D(nn.Module):\n", - " \"\"\"\n", - " ┌──────────────────────────────────────────────────────────────────────────────────────┐\n", - " │ Adaptive 1-D U-Net │\n", - " │ ──────────────────────────────────────────────────────────────────────────────────── │\n", - " │ • Goal: predict a label for every time sample (e.g., P-wave arrival). │\n", - " │ • Shape convention: (batch, channels, length) — PyTorch’s default. │\n", - " │ • Two big parts: │\n", - " │ Encoder (Down path): “What is present?” │\n", - " │ Decoder (Up path) : “Where exactly is it?” │\n", - " │ Skip connections copy high-resolution info from encoder to decoder. │\n", - " │ • Can work with or without physics-informed features │\n", - " │ • Batch normalization and dropout for better generalization │\n", - " │ • Multi-scale feature extraction through encoder-decoder architecture │\n", - " │ • Dynamically adapts to different input channel sizes │\n", - " └──────────────────────────────────────────────────────────────────────────────────────┘\n", - " \"\"\"\n", - " \n", - " def __init__(self, \n", - " in_channels=1, \n", - " out_channels=2, # number of output channels (e.g., 2 for binary classification)\n", - " features=[32, 64, 128, 256], # network width; doubles every step by default\n", - " dropout=0.1, # dropout rate for regularization\n", - " use_physics_features=True # whether to use physics-informed features (e.g., STA/LTA, envelope, spectral)\n", - " ):\n", - " super().__init__()\n", - " \n", - " self.in_channels = in_channels\n", - " self.use_physics_features = use_physics_features\n", - " \n", - " # ==============================\n", - " # 1️⃣ Downsampling Path (ENCODER)\n", - " # ==============================\n", - " # Build the ENCODER (“Downs”) — series of ConvBlock + MaxPool \n", - " # • Each ConvBlock learns richer features \n", - " # • MaxPool halves time resolution\n", - " # doubling the “receptive field” (context window).\n", - " # ---------------------------------------------------------------\n", - " self.downs = nn.ModuleList()\n", - " self.pools = nn.ModuleList()\n", - " \n", - " current_channels = in_channels\n", - " for feat in features:\n", - " self.downs.append(ConvBlock(current_channels, feat, dropout=dropout)) # using the ConvBlock function we defined earlier\n", - " self.pools.append(nn.MaxPool1d(2))\n", - " current_channels = feat # Update current channels to the output of ConvBlock\n", - " \n", - " # ============================================\n", - " # 2️⃣ Bottleneck (connects ENCODER & DECODER)\n", - " # ============================================\n", - " # bottleneck refers to the deepest layer in the U-Net, connects encoder and decoder\n", - " # • Sees the shortest signal (most compressed) but richest channels.\n", - " # • Doubles channels one last time.\n", - " # --------------------------------------------------------------------------------------\n", - " self.bottleneck = ConvBlock(features[-1], features[-1]*2, dropout=dropout)\n", - " \n", - " # ==============================\n", - " # 3️⃣ Upsampling path (DECODER)\n", - " # ==============================\n", - " # Build the DECODER (“Ups”) — mirror of encoder\n", - " # For every level we create two layers:\n", - " # a) ConvTranspose1d for learnable upsampling (×2 length)\n", - " # b) ConvBlock to fuse the upsampled data with a skip connection\n", - " # ------------------------------------------------------------------------\n", - " self.ups = nn.ModuleList()\n", - " \n", - " for feat in reversed(features):\n", - " # Transposed convolution for upsampling\n", - " self.ups.append(nn.ConvTranspose1d(feat*2, feat, kernel_size=2, stride=2))\n", - " # Convolution block for feature fusion\n", - " self.ups.append(ConvBlock(feat*2, feat, dropout=dropout))\n", - "\n", - " # ===========================\n", - " # 4️⃣ Final Classification Layer\n", - " # ===========================\n", - " # • Acts like a fully-connected layer applied at each time step.\n", - " # ----------------------------------------------------------------------\n", - " # Final convolution to reduce channels to out_channels\n", - " # • This is the last layer that outputs the final prediction.\n", - " # • It uses a 1D convolution with kernel size 1 to reduce the number of channels\n", - " # without changing the length of the signal.\n", - " # • The output will have shape (batch_size, out_channels, length).\n", - " # • Softmax will be applied in the forward pass to get probabilities.\n", - " # ----------------------------------------------------------------------\n", - " self.final_conv = nn.Conv1d(features[0], out_channels, kernel_size=1)\n", - " \n", - " # Physics-informed feature weighting (only if using physics features)\n", - " self.feature_weights = None\n", - " if use_physics_features:\n", - " self.feature_weights = nn.Parameter(torch.ones(in_channels))\n", - " \n", - " def initialize_feature_weights(self, actual_channels):\n", - " \"\"\"Initialize feature weights based on actual number of input channels\"\"\"\n", - " if self.use_physics_features:\n", - " if self.feature_weights is None or self.feature_weights.size(0) != actual_channels:\n", - " self.feature_weights = nn.Parameter(torch.ones(actual_channels))\n", - " self.in_channels = actual_channels\n", - " print(f\"Initialized feature weights for {actual_channels} channels\")\n", - " \n", - " # ════════════════════════════════════════════════════════════════════════\n", - " # Forward pass: Encoder ➜ Bottleneck ➜ Decoder ➜ Classifier\n", - " # ════════════════════════════════════════════════════════════════════════\n", - " def forward(self, x):\n", - "\n", - " # Apply learnable weights to input features (only if using physics features)\n", - " if self.use_physics_features:\n", - " # Initialize feature weights if needed\n", - " if self.feature_weights is None:\n", - " self.initialize_feature_weights(x.size(1))\n", - " \n", - " if x.size(1) == self.feature_weights.size(0):\n", - " weighted_x = x * self.feature_weights.view(1, -1, 1)\n", - " else:\n", - " print(f\"Warning: Input channels ({x.size(1)}) != feature weights ({self.feature_weights.size(0)})\")\n", - " # Adjust feature weights if mismatch\n", - " self.initialize_feature_weights(x.size(1))\n", - " weighted_x = x * self.feature_weights.view(1, -1, 1)\n", - " else:\n", - " weighted_x = x\n", - " \n", - " skip_connections = []\n", - " \n", - " # ---------------- Encoder ----------------\n", - " for i, (down, pool) in enumerate(zip(self.downs, self.pools)):\n", - " weighted_x = down(weighted_x)\n", - " skip_connections.append(weighted_x)\n", - " weighted_x = pool(weighted_x)\n", - " \n", - " # --------------- Bottleneck ---------------\n", - " weighted_x = self.bottleneck(weighted_x)\n", - " \n", - " # Reverse skip connections for decoder\n", - " skip_connections = skip_connections[::-1]\n", - " \n", - " # ---------------- Decoder ----------------\n", - " for idx in range(0, len(self.ups), 2):\n", - " # Upsampling\n", - " weighted_x = self.ups[idx](weighted_x)\n", - " \n", - " # Get corresponding skip connection\n", - " skip_conn = skip_connections[idx//2]\n", - " \n", - " # Handle size mismatches\n", - " if weighted_x.shape[-1] != skip_conn.shape[-1]:\n", - " weighted_x = F.pad(weighted_x, (0, skip_conn.shape[-1] - weighted_x.shape[-1]))\n", - " \n", - " # Concatenate skip connection\n", - " weighted_x = torch.cat((skip_conn, weighted_x), dim=1)\n", - " \n", - " # Refine features\n", - " weighted_x = self.ups[idx+1](weighted_x)\n", - "\n", - " # Final classification\n", - " output = self.final_conv(weighted_x) # raw scores per class\n", - "\n", - " return F.softmax(output, dim=1) # apply softmax to get probabilities" - ] - }, - { - "cell_type": "markdown", - "id": "0e0cea05", - "metadata": {}, - "source": [ - "##### **Reading tips for absolute beginners**\n", - "\n", - "1. Tensors vs. Arrays – Think of `torch.Tensor` as an upgraded NumPy array that also knows how to compute gradients for learning.\n", - "\n", - "2. Channels vs. Length – Image U-Nets slide a 2-D window over height×width; here we slide a 1-D window over time. `channels` are like different “color layers” of the signal (e.g., E-N-Z components).\n", - "\n", - "3. Why halve length then double it again? ans: Shrinking lets the network “see” a bigger context cheaply. Growing back recovers the original resolution so the final answer aligns sample-wise with the input.\n", - "\n", - "4. Skip connections – Without them, the decoder would only see blurred, low-resolution data and might mis-locate events. Skips inject sharp details from early layers.\n", - "\n", - "5. ConvTranspose1d – Often called “deconvolution” or “up-conv”. It is learned upsampling: instead of interpolating, it finds the best way to spread compressed information back over time." - ] - }, - { - "cell_type": "markdown", - "id": "49baeecc", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "ccb77028", - "metadata": {}, - "source": [ - "### **2. Data Mining**\n", - "\n", - "Now that we’ve built the core of our U-Net model, it’s time to feed it something meaningful—real **seismic data**. In this section, we’ll bring back the `analyze_earthquake()` function you may remember from the previous notebook. But this time, we’re going fully cloud-native. **Why?** Because in the last notebook, we declared cloud supremacy. That means no more downloading massive datasets locally—we’ll stream directly from an S3 bucket hosted in the cloud. Faster, cleaner, and way more scalable.\n", - "\n", - "Before we mine for data, let’s pause and think:\n", - "\n", - "What exactly does our U-Net need to learn how to pick a P-wave arrival ❓\n", - "\n", - "Let’s break it down:\n", - "\n", - "1. Waveform Data (Trace): This is the raw input—a time series showing ground motion. It’s what the model will analyze to detect patterns.\n", - "2. Labels (Arrival Times): These tell the model where the P-wave shows up in the trace. Without labels, the model has no way to learn what’s correct.\n", - "3. (Optional) Extra Features: Depending on your setup, you might also feed in things like envelope, STA/LTA, or spectral features to give the model more context.\n", - "\n", - "To keep all of this structured and accessible, we’ll collect the waveform location (key + bucket), labels, and metadata into something called a `manifest`." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "40e1047c", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/srv/conda/envs/notebook/lib/python3.12/site-packages/seisbench/models/base.py:499: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", - " model_weights = torch.load(f\"{path_pt}\")\n" - ] - } - ], - "source": [ - "# ----------------------------------------------\n", - "# Import Required Libraries\n", - "# ----------------------------------------------\n", - "import os\n", - "import dask.delayed\n", - "import numpy as np\n", - "from obspy import UTCDateTime\n", - "from obspy import read\n", - "from obspy.clients.fdsn.client import Client\n", - "from obspy.core.inventory.inventory import Inventory\n", - "from scipy import signal\n", - "import seisbench.models as sbm # Import PhaseNet model from SeisBench\n", - "import boto3\n", - "from botocore import UNSIGNED\n", - "from botocore.config import Config\n", - "from botocore.exceptions import ClientError\n", - "import dask\n", - "from io import BytesIO\n", - "import torch.nn.functional as F\n", - "from torch.utils.data import Dataset, DataLoader\n", - "\n", - "# ----------------------------------------------\n", - "# Configure S3 Client for Public NCEDC Access\n", - "# ----------------------------------------------\n", - "s3 = boto3.client('s3', config = Config(signature_version = UNSIGNED), region_name='us-west-2')\n", - "BUCKET_NAME = 'ncedc-pds'\n", - "\n", - "# -------------------------------------------------------------------------\n", - "# 📌 Utility Function to check if data is available in repository\n", - "# -------------------------------------------------------------------------\n", - "def station_data_exists(station, eq_time, pre_time, post_time, \n", - " client: Client, network: str, location: str, channel: str,\n", - " s3_client, bucket_name: str) -> bool:\n", - " \"\"\"Check if station data exists in S3\"\"\"\n", - " day0 = eq_time.replace(hour=0, minute=0, second=0, microsecond=0)\n", - " jul = day0.julday\n", - " fname = f\"{station.code}.{network}.{channel}..D.{day0.year}.{jul:03d}\"\n", - " key = f\"continuous_waveforms/{network}/{day0.year}/{day0.year}.{jul:03d}/{fname}\"\n", - " \n", - " try:\n", - " s3_client.head_object(Bucket=bucket_name, Key=key)\n", - " return True\n", - " except ClientError:\n", - " return False\n", - "\n", - "# --------------------------------------------------------------\n", - "# 📌 Utility Function to Filter Inventory Based on Data Availability\n", - "# --------------------------------------------------------------\n", - "def filter_inventory(inventory: Inventory, eq_time, pre_time, post_time, \n", - " client: Client, network: str, location: str, channel: str,\n", - " s3_client, bucket_name: str) -> Inventory:\n", - " \"\"\"Filter inventory to only include stations with available data\"\"\"\n", - " kept_networks = []\n", - " for net in inventory.networks:\n", - " kept_stns = []\n", - " for st in net.stations:\n", - " if station_data_exists(st, eq_time, pre_time, post_time, client, \n", - " network, location, channel, s3_client, bucket_name):\n", - " kept_stns.append(st)\n", - " if kept_stns:\n", - " net.stations = kept_stns\n", - " kept_networks.append(net)\n", - " \n", - " inventory.networks = kept_networks\n", - " return inventory\n", - "\n", - "# ----------------------------------------------\n", - "# Load Pretrained Phase Picker (PhaseNet)\n", - "# ----------------------------------------------\n", - "picker = sbm.PhaseNet.from_pretrained(\"original\")\n", - "\n", - "# --------------------------------------------------\n", - "# --------------------------------------------------\n", - "# ✂️ SEPERATE FUNCTION TO PROCESS STATIONS IN PARALLEL\n", - "# --------------------------------------------------\n", - "# --------------------------------------------------\n", - "def process_stations(station, start_time, pre_time, post_time, eq_time,\n", - " network, channel, inventory):\n", - " station_code = station.code\n", - " # -----------------------------------------------------------\n", - " # Step 2️⃣: # Download waveforms & apply instrument correction\n", - " # ----------------------------------------------------------- \n", - " file_name = f'{station_code}.{network}.{channel}..D.{start_time.year}.{start_time.julday:03d}'\n", - " KEY = f\"continuous_waveforms/{network}/{start_time.year}/{start_time.year}.{start_time.julday:03d}/{file_name}\"\n", - " try:\n", - " # stream the object from S3 and wrap in a BytesIO\n", - " resp = s3.get_object(Bucket=BUCKET_NAME, Key=KEY)\n", - " data_stream = resp['Body'] # this is a file-like StreamingBody\n", - " buff = BytesIO(data_stream.read()) # read all bytes into an in-memory buffer\n", - " buff.seek(0) # rewind to the front\n", - " \n", - " # now read directly from that buffer\n", - " st_stream = read(buff, format='MSEED')\n", - " st_stream.trim(starttime=eq_time - pre_time, endtime=eq_time + post_time)\n", - "\n", - " print(f\"- Streamed {len(st_stream)} traces for station {station_code}.\")\n", - "\n", - " if len(st_stream)<1:\n", - " print(f\"-- skipping station {station_code}\")\n", - " return None\n", - "\n", - " # Assuming single trace per station\n", - " tr = st_stream[0]\n", - "\n", - " # Remove the instrument response to convert counts to ground displacement (in meters)\n", - " tr.remove_response(inventory=inventory, output=\"DISP\", zero_mean=True)\n", - "\n", - " # ----------------------------------------------\n", - " # Step 3️⃣: Pick P-wave Arrivals & Slice Waveform\n", - " # ----------------------------------------------\n", - " picks = picker.classify(st_stream, batch_size=256, P_threshold=0.075, S_threshold=0.1).picks\n", - " if not picks:\n", - " raise Exception(f\"- No picks found for station {station_code}.\")\n", - " \n", - " # Use first P arrival time for plotting\n", - " p_time = picks[0].peak_time\n", - "\n", - " # Return the station data\n", - " return {\n", - " 'pick_time': p_time,\n", - " 'pre_time': pre_time,\n", - " 'post_time': post_time,\n", - " 'eq_time': eq_time,\n", - " 'station': station_code,\n", - " 'waveform': tr,\n", - " 'sampling_rate': tr.stats.sampling_rate\n", - " }\n", - " except Exception as e:\n", - " print(f\"-- Error processing station {station_code}: {e}\")\n", - " return None\n", - "\n", - "# ----------------------------------------------\n", - "# 🧰 Main Function: Seismogram Analysis Workflow\n", - "# ----------------------------------------------\n", - "\n", - "def analyze_earthquake_manifest(eq_time, eq_lon, eq_lat, radius_km, dask_client = None,\n", - " client_name='NCEDC', network='NC', location='*', channel='HNE',\n", - " pre_time=3, post_time=120, output_dir='plots/dask'):\n", - " \n", - " \"\"\"Analyze earthquake and build station manifest\"\"\"\n", - " manifest = [] # Initialize manifest to store processed station data\n", - "\n", - " # Ensure eq_time is UTCDateTime\n", - " if not isinstance(eq_time, UTCDateTime):\n", - " eq_time = UTCDateTime(eq_time)\n", - "\n", - " # Define waveform time window\n", - " start_time = eq_time.replace(hour=0, minute=0, second=0, microsecond=0)\n", - " end_time = eq_time.replace(hour=23, minute=59, second=59, microsecond=999999)\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(f\"{output_dir}\", exist_ok=True)\n", - "\n", - " # ----------------------------------------------\n", - " # Step 1️⃣: Retrieve Station Metadata\n", - " # ----------------------------------------------\n", - " client = Client(client_name)\n", - " print(\"Making inventory of stations ...\")\n", - " inventory = client.get_stations(network=network, latitude=eq_lat, longitude=eq_lon,\n", - " starttime=start_time, endtime=end_time, maxradius=radius_km/111.2, # Convert km to degrees\n", - " location=location, channel=channel, level=\"response\")\n", - " \n", - " print(\"Filtering the inventory ...\")\n", - " inventory = filter_inventory(inventory, eq_time, pre_time, post_time, client, network, location, channel, s3, BUCKET_NAME)\n", - "\n", - " stations = inventory[0].stations\n", - " print(f\"Found {len(stations)} stations within {radius_km} km of ({eq_lat}, {eq_lon}).\")\n", - "\n", - " # ----------------------------------------------\n", - " # Step 2️⃣: Loop Over Each Station\n", - " # ----------------------------------------------\n", - " \n", - " # check if we have a Dask client\n", - " if dask_client is not None:\n", - " dask_futures = []\n", - "\n", - " for station in stations:\n", - " # submit task to cluster\n", - " dask_future = dask_client(process_stations, station, start_time, pre_time, post_time, eq_time,\n", - " network, channel, inventory, pure = False)\n", - " dask_futures.append(dask_future)\n", - " \n", - " # Process results as they complete\n", - " print(f\" Processing {len(dask_futures)} stations on cluster...\")\n", - " completed = 0\n", - " for dask_future in as_completed(dask_futures):\n", - " try:\n", - " result = dask_future.result()\n", - " if result is not None:\n", - " manifest.append(result)\n", - " completed += 1\n", - " # Progress indicator\n", - " if completed % 10 == 0:\n", - " print(f\" Processed {completed}/{len(dask_futures)} stations...\")\n", - " except Exception as e:\n", - " print(f\" Error in distributed task: {e}\")\n", - "\n", - " else:\n", - " # Fallback to local dask.delayed\n", - " print(\" Using local processing...\")\n", - " tasks = [dask.delayed(process_stations)(\n", - " station, start_time, pre_time, post_time, eq_time,\n", - " network, channel, inventory\n", - " ) for station in stations]\n", - " \n", - " # Compute all tasks and get results\n", - " results = dask.compute(*tasks, scheduler='threads')\n", - " \n", - " # Filter out None results and build manifest\n", - " manifest = [result for result in results if result is not None]\n", - " \n", - " print(f\" Successfully processed {len(manifest)} stations\")\n", - " \n", - " return manifest" - ] - }, - { - "cell_type": "markdown", - "id": "26fcba57", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: In cloud-native platforms like GeoLab, why don’t we need to store the actual waveform data inside our dataset? Why is it often better to just store the location (like a URL or path in an S3 bucket) instead??*" - ] - }, - { - "cell_type": "markdown", - "id": "ad4dcf72", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "10eb290e", - "metadata": {}, - "source": [ - "### **3. Physics based waveform features**\n", - "\n", - "So far, we've focused on feeding raw waveform data into our U-Net for seismic phase picking. But what if we could enrich those inputs with additional insights—especially ones grounded in decades of seismological research? That’s exactly what this section is about: optional physics-informed features that you can feed into the U-Net alongside raw waveforms. These features can act like a “cheat sheet” for the model, helping it detect subtle signal changes more effectively.\n", - "\n", - "In this example, we’re extracting one of the most trusted features in traditional seismology: STA/LTA (Short-Term Average over Long-Term Average).\n", - "- STA/LTA compares recent energy (short window) to longer-term energy (long window).\n", - "- A sudden spike in STA/LTA ratio is often a strong indicator of a phase arrival—especially P-waves.\n", - "- It’s fast, interpretable, and has been used for decades in automated seismic triggering algorithms.\n", - "\n", - "In this notebook, we demonstrate how to compute STA/LTA at multiple timescales (fast, medium, slow) and use it as an input to the model. But keep in mind: this is just one example. You can easily extend this pipeline to include other physics-informed features like:\n", - "- Spectral features (e.g., frequency-domain content)\n", - "- Signal envelope\n", - "- STA/LTA using vertical vs. horizontal channels\n", - "- Or even custom-designed detectors" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "300ee5f5", - "metadata": {}, - "outputs": [], - "source": [ - "from obspy.signal.trigger import classic_sta_lta\n", - "\n", - "class PhysicsInformedFeatures:\n", - " \"\"\"\n", - " ┌─────────────────────────────────────────────────────────────────────────────────────┐\n", - " │ Physics-Informed Feature Extractor │\n", - " │ ─────────────────────────────────────────────────────────────────────────────────── │\n", - " │ • Computes traditional seismological features that help with phase identification │\n", - " │ • STA/LTA ratios at multiple time scales │\n", - " └─────────────────────────────────────────────────────────────────────────────────────┘\n", - " \"\"\"\n", - "\n", - " def __init__(self, sampling_rate = 100):\n", - " self.sampling_rate = sampling_rate # Sampling rate of the input waveform\n", - "\n", - " def compute_sta_lta_features(self, waveform):\n", - " \"\"\"Compute STA/LTA ratios at multiple time scales\"\"\"\n", - " sta_lta_features = []\n", - "\n", - " # Normalize waveform to prevent numerical issues\n", - " waveform_norm = waveform / (np.std(waveform) + 1e-10)\n", - " \n", - " # Define STA/LTA time scale configurations\n", - " # Each tuple represents (STA window in seconds, LTA window in seconds)\n", - " sta_lta_configs = [\n", - " {'sta': 0.5, 'lta': 10.0}, # Fast detection\n", - " {'sta': 1.0, 'lta': 20.0}, # Medium scale\n", - " {'sta': 2.0, 'lta': 30.0}, # Slow, stable detection\n", - " ]\n", - "\n", - " # Loop through each configuration and compute features\n", - " for config in sta_lta_configs:\n", - " sta_samples = int(config['sta'] * self.sampling_rate)\n", - " lta_samples = int(config['lta'] * self.sampling_rate)\n", - "\n", - " # Ensure we have enough samples\n", - " if len(waveform_norm) < lta_samples:\n", - " print(f\"Warning: Waveform too short ({len(waveform_norm)}) for LTA ({lta_samples})\")\n", - " # Create zeros as fallback\n", - " sta_lta_features.extend([np.zeros_like(waveform_norm), np.zeros_like(waveform_norm)])\n", - " continue\n", - " \n", - " try:\n", - " # Compute classic STA/LTA\n", - " sta_lta = classic_sta_lta(waveform_norm, sta_samples, lta_samples)\n", - " sta_lta_features.append(sta_lta)\n", - "\n", - " # Also compute log of STA/LTA for better dynamic range\n", - " log_sta_lta = np.log10(np.maximum(sta_lta, 1e-10))\n", - " sta_lta_features.append(log_sta_lta)\n", - " \n", - " except Exception as e:\n", - " print(f\"Warning: STA/LTA computation failed: {e}\")\n", - " # Add zeros as fallback\n", - " sta_lta_features.extend([np.zeros_like(waveform_norm), np.zeros_like(waveform_norm)])\n", - "\n", - " # Combine the normalized waveform with the STA/LTA features\n", - " all_features = np.vstack([\n", - " waveform_norm.reshape(1, -1), # original waveform\n", - " sta_lta_features # STA/LTA features\n", - " ])\n", - "\n", - " return all_features\n" - ] - }, - { - "cell_type": "markdown", - "id": "1ddcf6ed", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: How would you modify this code to add your new feature alongside the existing STA/LTA features??*" - ] - }, - { - "cell_type": "markdown", - "id": "55148f6d", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "c957ec2f", - "metadata": {}, - "source": [ - "### **4. Develop seismic dataset**\n", - "\n", - "To train our U-Net model effectively, we need a dataset that does more than just hand over waveforms and labels. It needs to be smart. That’s where the `AdaptiveSeismicDataset` comes in. This custom dataset class is designed to be flexible, cloud-ready, and physics-aware. It works directly with the `manifest` we've built from cloud-hosted seismograms and gives you full control over how your data is prepared for model training.\n", - "\n", - "Because this dataset adapts to your training strategy:\n", - "- Want to train on just raw waveforms? ✅ Done.\n", - "- Want to enrich your inputs with STA/LTA or other physics-informed features? ✅ Also done.\n", - "- Have waveforms of varying lengths? This dataset will standardize their size, either by trimming or zero-padding.\n", - "- Need labels that tell the model exactly where the P-wave arrives? This class will generate them automatically." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "be82bce3", - "metadata": {}, - "outputs": [], - "source": [ - "class AdaptiveSeismicDataset(Dataset):\n", - " \"\"\"\n", - " ┌──────────────────────────────────────────────────────────────────────────────────────┐\n", - " │ Adaptive Seismic Dataset │\n", - " │ ──────────────────────────────────────────────────────────────────────────────────── │\n", - " │ • Loads raw seismic waveforms │\n", - " │ • Optionally computes physics-informed features (STA/LTA, envelope, spectral) │\n", - " │ • Creates single or multi-channel input based on configuration │\n", - " │ • Generates labels for P-wave detection │\n", - " └──────────────────────────────────────────────────────────────────────────────────────┘\n", - " \"\"\"\n", - " def __init__(self, manifest, window_size = 5,\n", - " target_length = None, use_physics_features = True, dask_client = None):\n", - " \n", - " self.window_size = window_size\n", - " self.physics_use_features = use_physics_features\n", - " self.dask_client = dask_client\n", - "\n", - " # Initialize physics features extractor only if needed\n", - " if self.physics_use_features:\n", - " self.feature_extractor = PhysicsInformedFeatures(sampling_rate=100) # Adjust sampling rate as needed\n", - " else:\n", - " self.feature_extractor = None\n", - "\n", - " # Determine target length Before parallel processing\n", - " # target length guarantees that every sample’s time dimension is identical\n", - " if target_length is None: # if there is no user defined target length\n", - " if manifest:\n", - " sample_item = manifest[0]\n", - " duration = sample_item['pre_time'] + sample_item['post_time']\n", - " self.target_length = int(duration * 100) # Assuming 100 Hz, converting seconds to samples\n", - " else:\n", - " self.target_length = 3000\n", - " else:\n", - " self.target_length = target_length # assign the user defined target length\n", - "\n", - " # for display purpose ---\n", - " feature_mode = \"with physics features\" if use_physics_features else \"raw waveforms only\"\n", - " print(f\"Processing {len(manifest)} waveforms in parallel ({feature_mode})...\")\n", - "\n", - " if self.dask_client is not None:\n", - "\n", - " dask_futures = []\n", - " for item in manifest:\n", - " dask_future = self.dask_client.submit(self._process_waveform_standalone, item,\n", - " self.window_size, self.target_length, self.physics_use_features)\n", - " dask_futures.append(dask_future)\n", - "\n", - " # Collect results\n", - " self.data = []\n", - " self.labels = []\n", - " successful_loads = 0\n", - " for dask_future in as_completed(dask_futures):\n", - " try:\n", - " result = dask_future.result()\n", - " if result is not None:\n", - " self.data.append(result['features'])\n", - " self.labels.append(result['label'])\n", - " successful_loads += 1\n", - " except Exception as e:\n", - " print(f\"Error processing waveform: {e}\")\n", - "\n", - " else:\n", - " # Create delayed tasks for each waveform\n", - " tasks = [\n", - " dask.delayed(self._process_waveform_standalone)( # function '_process_waveform_standalone' is defined below\n", - " item, self.window_size, self.target_length, self.physics_use_features\n", - " ) for item in manifest\n", - " ]\n", - "\n", - " # compute all tasks\n", - " results = dask.compute(*tasks, scheduler='threads')\n", - "\n", - " # unpack successful results\n", - " self.data = []\n", - " self.labels = []\n", - " success_count = 0\n", - " for result in results:\n", - " if result is not None:\n", - " self.data.append(result['features'])\n", - " self.labels.append(result['label'])\n", - " success_count += 1\n", - "\n", - " print(f\"Successfully processed {success_count} waveforms out of {len(manifest)}\")\n", - "\n", - " @staticmethod\n", - " def _process_waveform_standalone(item , window_size, target_length, use_physics_features):\n", - " \"\"\"Standalone static method for Dask processing\"\"\"\n", - "\n", - " try:\n", - " waveform = item['waveform']\n", - "\n", - " sampling_rate = waveform.stats.sampling_rate\n", - "\n", - " # Calculate pick sample index\n", - " pick_offset = (item['pick_time'] - (item['eq_time'] - item['pre_time']))\n", - " pick_sample = int(pick_offset * sampling_rate)\n", - "\n", - " # Making waveform length equal to target length\n", - " waveform_data = waveform.data\n", - " current_length = len(waveform_data)\n", - "\n", - " if current_length == target_length:\n", - " waveform_target_length = waveform_data.copy()\n", - " pick_sample_norm = pick_sample\n", - " elif current_length > target_length:\n", - " # Truncate so the pick falls at one-third of the window\n", - " desired_pick_idx = target_length // 3\n", - " start_trim = pick_sample - desired_pick_idx\n", - " # Clamp to valid range\n", - " if start_trim < 0:\n", - " start_trim = 0\n", - " if start_trim + target_length > current_length:\n", - " start_trim = current_length - target_length\n", - " # Trim using that range\n", - " end_idx = start_trim + target_length\n", - " waveform_target_length = waveform_data[start_trim:end_idx]\n", - " pick_sample_norm = pick_sample - start_trim\n", - " else:\n", - " # Pad with zeros at the end only\n", - " pad_needed = target_length - current_length\n", - " waveform_target_length = np.pad(\n", - " waveform_data,\n", - " (0, pad_needed),\n", - " mode='constant',\n", - " constant_values=0\n", - " )\n", - " pick_sample_norm = pick_sample\n", - "\n", - " if use_physics_features:\n", - " try:\n", - " feature_extractor = PhysicsInformedFeatures(sampling_rate = sampling_rate)\n", - " physics_features = feature_extractor.compute_sta_lta_features(waveform_target_length)\n", - "\n", - " except Exception as e:\n", - " print(f\"Warning: Could not compute physics features for {item['station']}: {e}\")\n", - " # Fallback to just raw waveform\n", - " physics_features = waveform_target_length.reshape(1, -1)\n", - "\n", - " final_features = physics_features\n", - " else:\n", - " final_features = waveform_target_length.reshape(1, -1)\n", - "\n", - " # Ensure all features have correct length\n", - " if final_features.shape[1] != target_length:\n", - " print(f\"Warning: Feature length mismatch: {final_features.shape[1]} vs {target_length}\")\n", - " # Resize each feature channel to target length\n", - " resized = []\n", - " for ch in final_features:\n", - " length = len(ch)\n", - " if length > target_length:\n", - " # center-truncate fallback\n", - " excess = length - target_length\n", - " start = excess // 2\n", - " resized.append(ch[start:start + target_length])\n", - " elif length < target_length:\n", - " # pad at end only\n", - " pad = target_length - length\n", - " resized.append(np.pad(ch, (0, pad), mode='constant', constant_values=0))\n", - " else:\n", - " resized.append(ch)\n", - " final_features = np.vstack(resized)\n", - "\n", - " # Create label based on pick sample\n", - " label = np.zeros(target_length)\n", - "\n", - " # window around pick sample\n", - " window_samples = int(window_size * sampling_rate / 2)\n", - " pick_sample_norm = np.clip(pick_sample_norm, 0, target_length - 1)\n", - " \n", - " start_idx = max(0, pick_sample_norm - window_samples)\n", - " end_idx = min(target_length, pick_sample_norm + window_samples)\n", - " label[start_idx:end_idx] = 1\n", - " \n", - " return {\n", - " 'features': final_features.astype(np.float32),\n", - " 'label': label.astype(np.int64)\n", - " }\n", - "\n", - " except Exception as e:\n", - " print(f\"Error processing waveform: {e}\")\n", - " return None\n", - " \n", - " def __len__(self):\n", - " return len(self.data) if hasattr(self, 'data') else 0\n", - " \n", - " def __getitem__(self, idx):\n", - " features = torch.FloatTensor(self.data[idx])\n", - " label = torch.LongTensor(self.labels[idx])\n", - " return features, label" - ] - }, - { - "cell_type": "markdown", - "id": "b346da30", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: Why do you think it’s important to ensure all waveform inputs and labels have the exact same length when training a model like U-Net? What could go wrong if some inputs were shorter or longer than others???*" - ] - }, - { - "cell_type": "markdown", - "id": "8f5b97a1", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "5fa7e571", - "metadata": {}, - "source": [ - "### **5. Training the model**\n", - "With our dataset preprocessed and the model architecture in place, it’s time to move into one of the most exciting stages of the workflow: training the model. This is where everything comes together—waveform inputs, physics-informed features (if used), and P-wave arrival labels—so the U-Net can begin learning how to detect seismic phases from raw data.\n", - "\n", - "The train_model() function below handles the full training loop with several key features that make it robust and efficient:\n", - "- **Device-aware training:** Automatically uses GPU if available for faster computation. This can dramatically reduce training time, especially with large seismic datasets or longer time series. If no GPU is found, it gracefully falls back to the CPU. Instances in the GeoLab platform have GPUs.\n", - "\n", - "- **Class balancing:** Applies custom weights to handle class imbalance (e.g., lots of background vs. few P-wave arrivals).\n", - "- **Learning rate scheduler:** Dynamically reduces the learning rate if validation loss plateaus—helpful for fine-tuning.\n", - "- **Early stopping:** Stops training if performance no longer improves, preventing overfitting and wasted computation.\n", - "- **Gradient clipping:** Prevents exploding gradients for stable training with real-world seismic data.\n", - "\n", - "The function trains across multiple epochs, printing live progress using `tqdm` and evaluating the model on a validation set after each epoch. It tracks both training and validation losses, and saves the best-performing model automatically." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c97ab7b1", - "metadata": {}, - "outputs": [], - "source": [ - "from tqdm import tqdm\n", - "\n", - "def train_model(model, train_loader, val_loader, num_epoch=50, learning_rate = 0.001):\n", - " \"\"\"\n", - " Train the adaptive U-Net model using training and validation data.\n", - " Returns the training and validation loss history.\n", - " \"\"\"\n", - " # Automatically use GPU if available, otherwise fallback to CPU\n", - " device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n", - " print(f\"\\nTraining on device: {device}\")\n", - " print(' ')\n", - " model.to(device)\n", - "\n", - " # Define a weighted loss function to address class imbalance\n", - " # In seismic phase picking, the majority of samples are background (label 0)\n", - " # while only a small fraction are P-wave arrivals (label 1).\n", - " class_weights = torch.tensor([0.1, 0.9], device=device) # Adjust weights as needed, now heavy on P-wave\n", - " criterion = nn.CrossEntropyLoss(weight=class_weights)\n", - "\n", - " # Define optimizer and learning rate scheduler\n", - " # Using AdamW optimizer with weight decay for regularization\n", - " optimizer = torch.optim.AdamW(model.parameters(), lr=learning_rate, weight_decay=1e-4)\n", - "\n", - " # Reduce learning rate when validation loss stops improving\n", - " scheduler = torch.optim.lr_scheduler.ReduceLROnPlateau(optimizer, patience=5, factor=0.5)\n", - "\n", - " # Initialize lists to store training and validation losses\n", - " train_losses = []\n", - " val_losses = []\n", - "\n", - " best_val_loss = float('inf') # Start with a very high initial validation loss\n", - " patience_counter = 0 # Counter for early stopping patience\n", - "\n", - " # Main training loop\n", - " for epoch in range(num_epoch):\n", - "\n", - " # Training phase\n", - " model.train()\n", - " train_loss = 0.0\n", - " train_batches = 0\n", - " \n", - " # Loop through training batches\n", - " for batch_idx, (data, target) in enumerate(tqdm(train_loader, desc=f\"Epoch {epoch+1}/{num_epoch}\")):\n", - " data, target = data.to(device), target.to(device)\n", - "\n", - " optimizer.zero_grad() # Zero the gradients before backward pass \n", - " output = model(data) # Forward pass through the model\n", - " loss = criterion(output, target) # Compute the loss\n", - " loss.backward() # Backward pass to compute gradients \n", - "\n", - " # Gradient clipping to prevent exploding gradients\n", - " torch.nn.utils.clip_grad_norm_(model.parameters(), max_norm=1.0)\n", - " optimizer.step()\n", - "\n", - " train_loss += loss.item()\n", - " train_batches += 1\n", - "\n", - " # Validation phase\n", - " model.eval()\n", - " val_loss = 0.0\n", - " val_batches = 0\n", - "\n", - " with torch.no_grad(): # No gradient calculation during validation\n", - " for data, target in val_loader:\n", - " data, target = data.to(device), target.to(device)\n", - " output = model(data)\n", - " val_loss = criterion(output, target)\n", - " val_batches += 1\n", - " \n", - " # Average losses for the epoch\n", - " avg_train_loss = train_loss / train_batches\n", - " avg_val_loss = val_loss / val_batches\n", - " \n", - " # Append losses to history\n", - " train_losses.append(avg_train_loss)\n", - " val_losses.append(avg_val_loss)\n", - " \n", - " # Learning rate scheduling\n", - " scheduler.step(val_loss)\n", - "\n", - " # Early stopping based on validation loss\n", - " if avg_val_loss < best_val_loss:\n", - " best_val_loss = avg_val_loss\n", - " patience_counter = 0\n", - " # Save best model\n", - " torch.save(model.state_dict(), 'best_adaptive_model.pth')\n", - " else:\n", - " patience_counter += 1\n", - "\n", - " print(f'Epoch {epoch+1}/{num_epoch}, Train Loss: {avg_train_loss:.4f}, '\n", - " f'Val Loss: {avg_val_loss:.4f}, LR: {optimizer.param_groups[0][\"lr\"]:.6f}')\n", - " \n", - " # Early stopping\n", - " if patience_counter >= 10:\n", - " print(\"Early stopping triggered\")\n", - " break\n", - "\n", - " return train_losses, val_losses\n" - ] - }, - { - "cell_type": "markdown", - "id": "9aaa0831", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: The training loop also includes techniques like gradient clipping, learning rate scheduling, and early stopping. How do these strategies help the model train more effectively, and what might go wrong without them? 💡 Hint: Think about training stability, efficiency, and the tradeoff between learning fast and learning well.*" - ] - }, - { - "cell_type": "markdown", - "id": "6b58b8a5", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "9cb55a3c", - "metadata": {}, - "source": [ - "### **Bringing It All Together: The `main()` Pipeline**\n", - "\n", - "So far, you've built individual pieces of a seismic phase picking pipeline:\n", - "\n", - "You've\n", - "- trained a mini-model on toy data to classify seismic arrivals\n", - "- explored U-Net architecture\n", - "- made functions and classes to generate and label synthetic waveforms\n", - "- created ways to extract physics-informed features like STA/LTA\n", - "\n", - "Now it’s time to tie-up everything together. The code below puts everything into one coherent workflow—the full end-to-end pipeline that mimics a real-world application. It’s designed to process actual earthquake data, train your adaptive U-Net model.\n", - "\n", - "The `main()` function is your central execution hub. It handles:\n", - "\n", - "1. **Data Mining 🪓** \n", - "- For each earthquake in the list, it collects waveform data and metadata from nearby stations using analyze_earthquake_manifest().\n", - "2. **Data Splitting 🔀** \n", - "- It splits all collected data into training and validation sets using an 80/20 ratio.\n", - "3. **Dataset Creation 🧱** \n", - "- It constructs PyTorch-ready datasets using AdaptiveSeismicDataset, with options to use either raw waveforms or augmented features like STA/LTA.\n", - "4. **Dataloader Setup 🔁** \n", - "- Batches and prepares the data for training using PyTorch DataLoader.\n", - "5. **Model Initialization 🧠** \n", - "- It initializes the AdaptiveUNet1D model and automatically adapts to the number of input channels based on feature configuration.\n", - "6. **Training 🚀** \n", - "- Finally, it launches training using the train_model() function, tracking progress and performance throughout.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "6dfa2e3e", - "metadata": {}, - "outputs": [], - "source": [ - "def main(earthquakes, use_physics_features=True, num_epoch=25, use_dask_gateway = 'auto', gateway_config = None):\n", - " \"\"\"\n", - " Main execution function with configurable physics features\n", - " \n", - " Args:\n", - " use_physics_features (bool): Whether to use physics-informed features or raw waveforms only\n", - " use_shift_gradient (bool): Whether to use shift gradient feature\n", - " num_epoch (int): Number of training epochs\n", - " \"\"\"\n", - "\n", - " # Initialize Dask client\n", - " dask_client = None\n", - " cluster = None\n", - "\n", - " # Auto Detect GeoLab environment\n", - " if use_dask_gateway == 'auto':\n", - " use_dask_gateway = detect_2i2c_environment()\n", - " if use_dask_gateway:\n", - " print(\"🔍 Detected 2i2c/GeoLab environment - will use Dask Gateway\")\n", - " else:\n", - " print(\"🔍 Not in 2i2c/GeoLab environment - will use local computation\")\n", - "\n", - " if use_dask_gateway:\n", - " print(\"🌐 Setting up Dask Gateway for distributed computing...\")\n", - " try: \n", - " dask_client, cluster = setup_dask_gateway_simple(GETWAY_CONFIG=gateway_config)\n", - "\n", - " except Exception as e:\n", - " print(f\"⚠️ Failed to setup Dask Gateway: {e}\")\n", - " print(\" Falling back to local computation...\")\n", - " use_dask_gateway = False\n", - " dask_client = None\n", - " cluster = None\n", - "\n", - " # Print header based on configuration\n", - " print(\"=\"*80)\n", - " if use_physics_features:\n", - " print(\"PHYSICS-INFORMED SEISMIC PHASE PICKER\")\n", - " else:\n", - " print(\"RAW WAVEFORM SEISMIC PHASE PICKER\")\n", - " print(\"=\"*80)\n", - "\n", - " # Display current configuration\n", - " feature_mode = \"Physics-Informed\" if use_physics_features else \"Raw Waveform Only\"\n", - " print(f\"🔧 Configuration: {feature_mode} mode\")\n", - " print(f\"🕐 Training epochs: {num_epoch}\")\n", - "\n", - " # ========================================\n", - " # STEP 1: COLLECT DATA FROM EARTHQUAKES\n", - " # ========================================\n", - " print('\\n')\n", - " print(\"-\" * 25)\n", - " print(\"DATA MINING\")\n", - " print(\"-\" * 25)\n", - "\n", - " all_manifest = [] # This will store all station data from all earthquakes\n", - " \n", - " # Process each earthquake\n", - " for eq in earthquakes:\n", - " print(f\"\\nProcessing earthquake: {eq['name']}\")\n", - " try:\n", - " # Analyze earthquake and get station data\n", - " manifest = analyze_earthquake_manifest(eq_time=eq['time'], eq_lat=eq['lat'], eq_lon=eq['lon'], radius_km=eq['radius'])\n", - " all_manifest.extend(manifest) # Add to our collection\n", - " print(f\" ✅ Collected {len(manifest)} stations for this earthquake\")\n", - " except Exception as e:\n", - " print(f\" ❌ Error processing earthquake {eq['time']}: {e}\")\n", - " \n", - " print(f\"\\nTotal stations collected: {len(all_manifest)}\")\n", - " \n", - " # Check if we have any data\n", - " if len(all_manifest) == 0:\n", - " print(\"❌ No data collected. Exiting.\")\n", - " return\n", - " \n", - " # ========================================\n", - " # STEP 2: SPLIT DATA INTO TRAIN/VALIDATION\n", - " # ========================================\n", - " print('\\n')\n", - " print(\"-\" * 25)\n", - " print(\"DATA SPLITTING\")\n", - " print(\"-\" * 25)\n", - "\n", - " # Manual train/test split (80/20 split)\n", - " test_size = 0.2\n", - " random_state = 42\n", - " \n", - " # Set random seed for reproducibility\n", - " if random_state:\n", - " np.random.seed(random_state)\n", - " \n", - " # Make a copy and shuffle the data\n", - " data_copy = all_manifest.copy()\n", - " np.random.shuffle(data_copy)\n", - " \n", - " # Calculate split point\n", - " split_idx = int(len(data_copy) * (1 - test_size))\n", - " train_manifest = data_copy[:split_idx]\n", - " val_manifest = data_copy[split_idx:]\n", - " \n", - " print(f\" Training samples: {len(train_manifest)}\")\n", - " print(f\" Validation samples: {len(val_manifest)}\")\n", - "\n", - " # ========================================\n", - " # STEP 3: CREATE DATASETS\n", - " # ========================================\n", - " print('\\n')\n", - " print(\"-\" * 50)\n", - " print(f\"CREATING DATASETS - {feature_mode.upper()} MODE\")\n", - " print(\"-\" * 50)\n", - "\n", - " # Create training dataset\n", - " print(\" Creating training dataset...\")\n", - " train_dataset = AdaptiveSeismicDataset(train_manifest, window_size=5, \n", - " use_physics_features=use_physics_features, \n", - " )\n", - "\n", - " # Create validation dataset\n", - " print(\" Creating validation dataset...\")\n", - " val_dataset = AdaptiveSeismicDataset(val_manifest, window_size=5, \n", - " use_physics_features=use_physics_features, \n", - " )\n", - "\n", - " # Verify datasets were created successfully\n", - " if not hasattr(train_dataset, 'data') or len(train_dataset.data) == 0:\n", - " print(\"❌ Failed to create training dataset. No data loaded.\")\n", - " return\n", - "\n", - " if not hasattr(val_dataset, 'data') or len(val_dataset.data) == 0:\n", - " print(\"❌ Failed to create validation dataset. No data loaded.\")\n", - " return\n", - " \n", - " print(f\" ✅ Training dataset size: {len(train_dataset)}\")\n", - " print(f\" ✅ Validation dataset size: {len(val_dataset)}\")\n", - "\n", - " # ========================================\n", - " # STEP 4: CREATE DATA LOADERS\n", - " # ========================================\n", - " # DataLoaders handle batching and shuffling for training\n", - " train_loader = DataLoader(train_dataset, batch_size=4, shuffle=True, num_workers=0)\n", - " val_loader = DataLoader(val_dataset, batch_size=4, shuffle=False, num_workers=0)\n", - "\n", - " # ========================================\n", - " # STEP 5: INITIALIZE MODEL\n", - " # ========================================\n", - " print('\\n')\n", - " print(\"-\" * 50)\n", - " print(f\"INITIALIZING {feature_mode.upper()} MODEL\")\n", - " print(\"-\" * 50)\n", - " \n", - " # Get number of input channels from first sample\n", - " sample_features, _ = train_dataset[0]\n", - " n_input_channels = sample_features.shape[0]\n", - " print(f\"\\n ✅ Input channels (features): {n_input_channels}\")\n", - " print(f\" ✅ Feature shape: {sample_features.shape}\")\n", - " \n", - " # Create the model\n", - " model = AdaptiveUNet1D(\n", - " in_channels=n_input_channels, \n", - " out_channels=2, # 2 classes: background and P-wave\n", - " use_physics_features=use_physics_features\n", - " )\n", - "\n", - " # Initialize feature weights if using physics features\n", - " if use_physics_features:\n", - " model.initialize_feature_weights(n_input_channels)\n", - " \n", - " # Count model parameters\n", - " total_params = sum(p.numel() for p in model.parameters())\n", - " trainable_params = sum(p.numel() for p in model.parameters() if p.requires_grad)\n", - " print(f\" Total parameters: {total_params:,}\")\n", - " print(f\" Trainable parameters: {trainable_params:,}\")\n", - " \n", - " # Print initial feature weights if using physics features\n", - " if use_physics_features and hasattr(model, 'feature_weights') and model.feature_weights is not None:\n", - " print(f\" Learnable feature weights: {model.feature_weights.data}\")\n", - "\n", - " # ========================================\n", - " # STEP 7: TRAIN THE MODEL\n", - " # ========================================\n", - " print('\\n')\n", - " print(\"-\" * 50)\n", - " print(\"🚀 STARTING TRAINING\")\n", - " print(\"-\" * 50)\n", - " \n", - " # Train the model\n", - " train_losses, val_losses = train_model(model, train_loader, val_loader, num_epoch=num_epoch)\n", - "\n", - " if cluster:\n", - " print(\"\\n🧹 Closing Dask cluster...\")\n", - " cluster.close()\n", - " if dask_client:\n", - " dask_client.close()\n", - "\n", - " return model, train_losses, val_losses, train_dataset, val_dataset, train_manifest, val_manifest" - ] - }, - { - "cell_type": "markdown", - "id": "0ab620d0", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: The model automatically adapts to the number of input channels based on feature settings. Why is this flexibility useful, and how does it help you experiment with different input designs?*" - ] - }, - { - "cell_type": "markdown", - "id": "6101f6bb", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "f43a8781", - "metadata": {}, - "source": [ - "### **Configuration: Choose your own adventure**\n", - "\n", - "This section is where you become the experiment designer. With just a few lines of code, you can decide:\n", - "\n", - "- Which earthquakes to analyze \n", - "- Whether to use physics-informed features or just raw waveforms\n", - "- How long to train your model\n", - "\n", - "Once you've customized your setup, the call to `main()` launches the full pipeline:\n", - "\n", - "**Data mining ---> Preprocessing ---> Dataset creation --> Model training**\n", - "\n", - "You’ll get back the training history and datasets for further evaluation or visualization." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "4088fa62", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "🔍 Detected 2i2c/GeoLab environment - will use Dask Gateway\n", - "🌐 Setting up Dask Gateway for distributed computing...\n", - "✅ Connected to Dask Gateway\n", - "📊 Dashboard: ↘️\n", - "https://geolab.earthscope.cloud//services/dask-gateway/clusters/prod.d6f93b4caea146a384f785416edb9d87/status\n", - "⏳ Waiting for workers to start...\n", - "\n", - "📊 Cluster Status:\n", - " Workers: 2\n", - " Total Memory: 16.2 GB\n", - " Total Cores: 2\n", - "================================================================================\n", - "PHYSICS-INFORMED SEISMIC PHASE PICKER\n", - "================================================================================\n", - "🔧 Configuration: Physics-Informed mode\n", - "🕐 Training epochs: 15\n", - "\n", - "\n", - "-------------------------\n", - "DATA MINING\n", - "-------------------------\n", - "\n", - "Processing earthquake: Ferndale\n", - "Making inventory of stations ...\n", - "Filtering the inventory ...\n", - "Found 77 stations within 500 km of (40.369, -124.588).\n", - " Using local processing...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/srv/conda/envs/notebook/lib/python3.12/site-packages/dask/base.py:1105: UserWarning: Running on a single-machine scheduler when a distributed client is active might lead to unexpected results.\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "- Streamed 1 traces for station CMM.\n", - "- Streamed 1 traces for station CNI.\n", - "- Streamed 1 traces for station JBG.\n", - "- Streamed 1 traces for station NSM.\n", - "- Streamed 1 traces for station JBR.\n", - "- Streamed 1 traces for station NPRB.\n", - "- Streamed 1 traces for station JPR.\n", - "- Streamed 1 traces for station CPI.\n", - "- Streamed 1 traces for station JGR.\n", - "- Streamed 1 traces for station HLP.\n", - "- Streamed 1 traces for station NCT.\n", - "- Streamed 1 traces for station GCVB.\n", - "- Streamed 0 traces for station CHR.\n", - "-- skipping station CHR\n", - "- Streamed 1 traces for station CTA.\n", - "- Streamed 1 traces for station JSP.\n", - "- Streamed 1 traces for station JSJ.\n", - "- Streamed 1 traces for station NMI.\n", - "- Streamed 1 traces for station CPM.\n", - "- Streamed 1 traces for station KCO.\n", - "- Streamed 1 traces for station KCT.\n", - "- Streamed 1 traces for station AFD.\n", - "- Streamed 1 traces for station NTR.\n", - "- Streamed 1 traces for station JMGB.\n", - "- Streamed 1 traces for station CAG.\n", - "- Streamed 1 traces for station JLAB.\n", - "- Streamed 1 traces for station NTAC.\n", - "- Streamed 1 traces for station NOLB.\n", - "- Streamed 1 traces for station KMR.\n", - "- Streamed 1 traces for station JSA.\n", - "- Streamed 1 traces for station NHM.\n", - "- Streamed 1 traces for station NSP.\n", - "- Streamed 1 traces for station CBP.\n", - "- Streamed 1 traces for station NTO.\n", - "- Streamed 0 traces for station NHF.\n", - "-- skipping station NHF\n", - "- Streamed 1 traces for station CVL.\n", - "- Streamed 1 traces for station CSU.\n", - "- Streamed 1 traces for station KHBB.\n", - "- Streamed 1 traces for station NAPC.\n", - "- Streamed 1 traces for station JELB.\n", - "- Streamed 1 traces for station KHMB.\n", - "- Streamed 1 traces for station CADB.\n", - "- Streamed 1 traces for station NCC.\n", - "- Streamed 1 traces for station NBO.\n", - "- Streamed 1 traces for station CYB.\n", - "- Streamed 1 traces for station CSL.\n", - "- Streamed 1 traces for station CMOB.\n", - "- Streamed 1 traces for station KSXB.\n", - "- Streamed 1 traces for station JJO.\n", - "- Streamed 1 traces for station NHV.\n", - "- Streamed 1 traces for station NHS.\n", - "- Streamed 1 traces for station KRMB.\n", - "- Streamed 1 traces for station CCOB.\n", - "- Streamed 1 traces for station NTYB.\n", - "- Streamed 1 traces for station NEA.\n", - "- Streamed 1 traces for station LMC.\n", - "- Streamed 1 traces for station KMPB.\n", - "- Streamed 1 traces for station CRH.\n", - "- Streamed 1 traces for station JSFB.\n", - "- Streamed 1 traces for station LDH.\n", - "- Streamed 1 traces for station CSPB.\n", - "- Streamed 1 traces for station NHC.\n", - "- Streamed 1 traces for station NBRB.\n", - "- Streamed 1 traces for station JBMB.\n", - "- Streamed 1 traces for station CRPB.\n", - "- Streamed 1 traces for station BSR.\n", - "- Streamed 1 traces for station CLCB.\n", - "- Streamed 1 traces for station GAXB.\n", - "- Streamed 1 traces for station CYD.\n", - "- Streamed 1 traces for station NLH.\n", - "- Streamed 1 traces for station CBR.\n", - "- Streamed 1 traces for station JSB.\n", - "- Streamed 0 traces for station CMLP.\n", - "-- skipping station CMLP\n", - "- Streamed 1 traces for station JPSB.\n", - "- Streamed 1 traces for station GDXB.\n", - "- Streamed 0 traces for station JCH.\n", - "-- skipping station JCH\n", - "- Streamed 0 traces for station HMOB.\n", - "-- skipping station HMOB\n", - "- Streamed 1 traces for station CGP.\n", - " Successfully processed 72 stations\n", - " ✅ Collected 72 stations for this earthquake\n", - "\n", - "Processing earthquake: Eureka\n", - "Making inventory of stations ...\n", - "Filtering the inventory ...\n", - "Found 76 stations within 500 km of (40.652, -124.693).\n", - " Using local processing...\n", - "- Streamed 1 traces for station NTAC.\n", - "- Streamed 1 traces for station KCT.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/srv/conda/envs/notebook/lib/python3.12/site-packages/dask/base.py:1105: UserWarning: Running on a single-machine scheduler when a distributed client is active might lead to unexpected results.\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "- Streamed 1 traces for station CRH.\n", - "- Streamed 1 traces for station LMC.\n", - "- Streamed 1 traces for station CPI.\n", - "- Streamed 1 traces for station KBO.\n", - "- Streamed 1 traces for station GAXB.\n", - "- Streamed 1 traces for station JGR.\n", - "- Streamed 1 traces for station NTO.\n", - "- Streamed 1 traces for station JSGB.\n", - "- Streamed 1 traces for station JBG.\n", - "- Streamed 1 traces for station JSB.\n", - "- Streamed 1 traces for station NLH.\n", - "- Streamed 1 traces for station NHM.\n", - "- Streamed 1 traces for station JCH.\n", - "- Streamed 1 traces for station JBNB.\n", - "- Streamed 1 traces for station CPM.\n", - "- Streamed 0 traces for station NGVB.\n", - "-- skipping station NGVB\n", - "- Streamed 1 traces for station CLCB.\n", - "- Streamed 1 traces for station JLAB.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " WARNING (norm_resp): computed and reported sensitivities differ by more than 5 percent. \n", - "\t Execution continuing.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-- Error processing station CLCB: - No picks found for station CLCB.\n", - "- Streamed 1 traces for station NCC.\n", - "- Streamed 1 traces for station JBR.\n", - "- Streamed 1 traces for station NSP.\n", - "- Streamed 1 traces for station CADB.\n", - "- Streamed 1 traces for station CSL.\n", - "- Streamed 1 traces for station JBMB.\n", - "- Streamed 1 traces for station JSFB.\n", - "- Streamed 1 traces for station CMOB.\n", - "- Streamed 1 traces for station HCAB.\n", - "- Streamed 1 traces for station KMPB.\n", - "- Streamed 1 traces for station JELB.\n", - "- Streamed 1 traces for station NHS.\n", - "- Streamed 1 traces for station NTYB.\n", - "- Streamed 1 traces for station JPC.\n", - "- Streamed 1 traces for station CBR.\n", - "- Streamed 1 traces for station CRPB.\n", - "- Streamed 1 traces for station JJO.\n", - "- Streamed 1 traces for station CAG.\n", - "- Streamed 1 traces for station CCOB.\n", - "- Streamed 1 traces for station NEH.\n", - "- Streamed 1 traces for station CBP.\n", - "- Streamed 1 traces for station GDXB.\n", - "- Streamed 1 traces for station NMI.\n", - "- Streamed 1 traces for station JECB.\n", - "- Streamed 1 traces for station NFV.\n", - "- Streamed 1 traces for station KHMB.\n", - "- Streamed 1 traces for station KSXB.\n", - "- Streamed 1 traces for station NEA.\n", - "- Streamed 1 traces for station KRP.\n", - "- Streamed 1 traces for station KRMB.\n", - "- Streamed 1 traces for station JMGB.\n", - "- Streamed 1 traces for station LDH.\n", - "- Streamed 1 traces for station JHU.\n", - "- Streamed 1 traces for station CAL.\n", - "- Streamed 1 traces for station NSM.\n", - "- Streamed 1 traces for station CYB.\n", - "- Streamed 1 traces for station KCPB.\n", - "- Streamed 1 traces for station CDOB.\n", - "- Streamed 1 traces for station JFP.\n", - "- Streamed 1 traces for station NHF.\n", - "- Streamed 1 traces for station NBRB.\n", - "- Streamed 1 traces for station JSA.\n", - "- Streamed 1 traces for station KMR.\n", - "- Streamed 1 traces for station NBO.\n", - "- Streamed 1 traces for station NHV.\n", - "- Streamed 1 traces for station NTR.\n", - "- Streamed 1 traces for station KEB.\n", - "- Streamed 1 traces for station CHR.\n", - "- Streamed 1 traces for station KHBB.\n", - "- Streamed 1 traces for station AFD.\n", - "- Streamed 1 traces for station NPRB.\n", - "- Streamed 1 traces for station CTA.\n", - "- Streamed 1 traces for station JUM.\n", - "- Streamed 1 traces for station JPR.\n", - "- Streamed 1 traces for station JPSB.\n", - "- Streamed 1 traces for station JSP.\n", - " Successfully processed 74 stations\n", - " ✅ Collected 74 stations for this earthquake\n", - "\n", - "Total stations collected: 146\n", - "\n", - "\n", - "-------------------------\n", - "DATA SPLITTING\n", - "-------------------------\n", - " Training samples: 116\n", - " Validation samples: 30\n", - "\n", - "\n", - "--------------------------------------------------\n", - "CREATING DATASETS - PHYSICS-INFORMED MODE\n", - "--------------------------------------------------\n", - " Creating training dataset...\n", - "Processing 116 waveforms in parallel (with physics features)...\n", - "Successfully processed 116 waveforms out of 116\n", - " Creating validation dataset...\n", - "Processing 30 waveforms in parallel (with physics features)...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/srv/conda/envs/notebook/lib/python3.12/site-packages/dask/base.py:1105: UserWarning: Running on a single-machine scheduler when a distributed client is active might lead to unexpected results.\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Successfully processed 30 waveforms out of 30\n", - " ✅ Training dataset size: 116\n", - " ✅ Validation dataset size: 30\n", - "\n", - "\n", - "--------------------------------------------------\n", - "INITIALIZING PHYSICS-INFORMED MODEL\n", - "--------------------------------------------------\n", - "\n", - " ✅ Input channels (features): 7\n", - " ✅ Feature shape: torch.Size([7, 12300])\n", - " Total parameters: 2,711,369\n", - " Trainable parameters: 2,711,369\n", - " Learnable feature weights: tensor([1., 1., 1., 1., 1., 1., 1.])\n", - "\n", - "\n", - "--------------------------------------------------\n", - "🚀 STARTING TRAINING\n", - "--------------------------------------------------\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 1/15: 100%|██████████| 29/29 [00:01<00:00, 15.63it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 1/15, Train Loss: 0.5919, Val Loss: 0.0581, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 2/15: 100%|██████████| 29/29 [00:01<00:00, 20.19it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 2/15, Train Loss: 0.5492, Val Loss: 0.0520, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 3/15: 100%|██████████| 29/29 [00:01<00:00, 20.16it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 3/15, Train Loss: 0.5273, Val Loss: 0.0521, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 4/15: 100%|██████████| 29/29 [00:01<00:00, 20.15it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 4/15, Train Loss: 0.5152, Val Loss: 0.0552, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 5/15: 100%|██████████| 29/29 [00:01<00:00, 20.05it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 5/15, Train Loss: 0.5102, Val Loss: 0.0518, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 6/15: 100%|██████████| 29/29 [00:01<00:00, 20.16it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 6/15, Train Loss: 0.5102, Val Loss: 0.0530, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 7/15: 100%|██████████| 29/29 [00:01<00:00, 20.03it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 7/15, Train Loss: 0.5049, Val Loss: 0.0555, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 8/15: 100%|██████████| 29/29 [00:01<00:00, 20.10it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 8/15, Train Loss: 0.5061, Val Loss: 0.0501, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 9/15: 100%|██████████| 29/29 [00:01<00:00, 20.10it/s]\n" - 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"output_type": "stream", - "text": [ - "Epoch 13/15: 100%|██████████| 29/29 [00:01<00:00, 19.96it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 13/15, Train Loss: 0.5003, Val Loss: 0.0512, LR: 0.001000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 14/15: 100%|██████████| 29/29 [00:01<00:00, 19.94it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 14/15, Train Loss: 0.4945, Val Loss: 0.0537, LR: 0.000500\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Epoch 15/15: 100%|██████████| 29/29 [00:01<00:00, 19.92it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 15/15, Train Loss: 0.4930, Val Loss: 0.0528, LR: 0.000500\n", - "\n", - "🧹 Closing Dask cluster...\n", - "\n", - "Training complete! Check the saved model and training logs.\n", - "CPU times: user 1min 20s, sys: 30.1 s, total: 1min 50s\n", - "Wall time: 1min 30s\n" - ] - } - ], - "source": [ - "%%time\n", - "# ═══════════════════════════════════════════════════════════════════════════════════════\n", - "# 🎯 CONFIGURATION: SET YOUR PREFERENCES HERE\n", - "# ═══════════════════════════════════════════════════════════════════════════════════════\n", - "\n", - "# Define the earthquakes we want to analyze\n", - "# Each earthquake has a time, location (lat/lon), and search radius\n", - "earthquakes = [\n", - " {\"time\": '2022-12-20T10:34:24', \"lat\": 40.369, \"lon\": -124.588, \"radius\": 500, \"name\": 'Ferndale'},\n", - " {\"time\": \"2010-01-10T00:27:39\", \"lat\": 40.652, \"lon\": -124.693, \"radius\": 500, \"name\": 'Eureka'},\n", - "]\n", - "# Toggle physics-informed features ON/OFF\n", - "USE_PHYSICS_FEATURES = True # Set to False for raw waveform only\n", - "\n", - "# Set number of training epochs\n", - "TRAINING_EPOCHS = 15\n", - "\n", - "# Dask Gateway configuration for 2i2c\n", - "# Set to 'auto' to automatically detect and use Dask Gateway if available\n", - "USE_DASK_GATEWAY = 'auto' \n", - "\n", - "# Optional: Override default cluster settings\n", - "# Leave as None to use defaults appropriate for GeoLab\n", - "#GATEWAY_CONFIG = None\n", - "\n", - "# Or specify custom settings if you know your GeoLab limits:\n", - "GATEWAY_CONFIG = {\n", - " 'min_workers': 2,\n", - " 'max_workers': 10, # Adjust based on your GeoLab quota\n", - " }\n", - "\n", - "model, train_losses, val_losses, train_dataset, val_dataset, train_manifest, val_manifest = main(\n", - " earthquakes=earthquakes, use_physics_features=USE_PHYSICS_FEATURES, num_epoch=TRAINING_EPOCHS, gateway_config = GATEWAY_CONFIG)\n", - "\n", - "print(\"\\nTraining complete! Check the saved model and training logs.\")" - ] - }, - { - "cell_type": "markdown", - "id": "66a323ff", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "7b15cc7c", - "metadata": {}, - "source": [ - "### **Evaluating Picking Accuracy**\n", - "\n", - "You’ve trained your U-Net model, watched it learn over epochs, and saved its best version. Now comes the critical question:\n", - "> How well can it actually pick a P-wave?\n", - "\n", - "In this section, you’ll evaluate the model’s arrival-time accuracy using the validation set. Instead of just measuring loss, we’re zooming in to compare predicted P-wave picks against the ground-truth picks.\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "586a7de7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "📊 CREATING VISUALIZATIONS\n", - "--------------------------------------------------\n", - "Type of train_losses: \n", - "Type of val_losses: \n", - "Type of first element in train_losses: \n", - "Type of first element in val_losses: \n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "📈 Performance Categories:\n", - " Excellent (< 0.5s): 2 (6.7%)\n", - " Good (0.5-1.0s): 6 (20.0%)\n", - " Fair (1.0-2.0s): 4 (13.3%)\n", - " Poor (> 2.0s): 18 (60.0%)\n" - ] - } - ], - "source": [ - "print(\"\\n📊 CREATING VISUALIZATIONS\")\n", - "print(\"-\" * 50)\n", - "\n", - "# Debug: Check what type of data we have\n", - "print(f\"Type of train_losses: {type(train_losses)}\")\n", - "print(f\"Type of val_losses: {type(val_losses)}\")\n", - "if isinstance(train_losses, list) and len(train_losses) > 0:\n", - " print(f\"Type of first element in train_losses: {type(train_losses[0])}\")\n", - "if isinstance(val_losses, list) and len(val_losses) > 0:\n", - " print(f\"Type of first element in val_losses: {type(val_losses[0])}\")\n", - "\n", - "# Helper function to convert any data to numpy\n", - "def to_numpy_safe(data):\n", - " \"\"\"Convert various data types to numpy array safely\"\"\"\n", - " if isinstance(data, np.ndarray):\n", - " return data\n", - " elif torch.is_tensor(data):\n", - " return data.cpu().numpy() if data.is_cuda else data.numpy()\n", - " elif isinstance(data, list):\n", - " # Check if list contains tensors\n", - " if len(data) > 0 and torch.is_tensor(data[0]):\n", - " return np.array([item.cpu().item() if item.is_cuda else item.item() for item in data])\n", - " else:\n", - " return np.array(data)\n", - " elif hasattr(data, '__iter__'):\n", - " # Handle other iterables\n", - " return np.array(list(data))\n", - " else:\n", - " return np.array([data])\n", - "\n", - "# Create figure with training curves\n", - "plt.figure(figsize=(12, 4))\n", - "\n", - "# Convert losses safely\n", - "train_losses_np = to_numpy_safe(train_losses)\n", - "val_losses_np = to_numpy_safe(val_losses)\n", - "\n", - "plt.plot(train_losses_np, label='Training Loss', color='blue')\n", - "plt.plot(val_losses_np, label='Validation Loss', color='red')\n", - "plt.xlabel('Epoch')\n", - "plt.ylabel('Loss')\n", - "plt.title(f'Training and Validation Loss')\n", - "plt.legend()\n", - "plt.grid(True, alpha=0.3)\n", - "plt.tight_layout()\n", - "plt.show()\n", - "\n", - "# Evaluate pick accuracy\n", - "device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n", - "model.to(device)\n", - "model.eval()\n", - "\n", - "pick_errors = []\n", - "\n", - "with torch.no_grad():\n", - " for i in range(len(val_dataset)):\n", - " features, true_label = val_dataset[i]\n", - " features = features.unsqueeze(0).to(device)\n", - " \n", - " output = model(features)\n", - " prob = output[0, 1, :].cpu().numpy() # P-wave probability\n", - " \n", - " # Find predicted pick (maximum probability)\n", - " pred_pick_sample = np.argmax(prob)\n", - " \n", - " # Find true pick (center of labeled window)\n", - " true_pick_samples = np.where(true_label == 1)[0]\n", - " if len(true_pick_samples) > 0:\n", - " true_pick_sample = np.mean(true_pick_samples)\n", - " \n", - " # Calculate error in samples\n", - " error_samples = abs(pred_pick_sample - true_pick_sample)\n", - " pick_errors.append(error_samples)\n", - " \n", - "# Convert errors to seconds (assuming 100 Hz sampling rate)\n", - "sampling_rate = 100\n", - "pick_errors_seconds = np.array(pick_errors) / sampling_rate\n", - "\n", - "# Categorize performance\n", - "# the bounding values we put in here are definitely not recommended by any means, but they are a good starting point\n", - "# Feel free to adjust them based on your specific use case and performance expectations\n", - "excellent = np.sum(pick_errors_seconds < 0.5)\n", - "good = np.sum((pick_errors_seconds >= 0.5) & (pick_errors_seconds < 1.0))\n", - "fair = np.sum((pick_errors_seconds >= 1.0) & (pick_errors_seconds < 2.0))\n", - "poor = np.sum(pick_errors_seconds >= 2.0)\n", - "\n", - "print(f\"\\n📈 Performance Categories:\")\n", - "print(f\" Excellent (< 0.5s): {excellent:3d} ({excellent/len(pick_errors_seconds)*100:.1f}%)\")\n", - "print(f\" Good (0.5-1.0s): {good:3d} ({good/len(pick_errors_seconds)*100:.1f}%)\")\n", - "print(f\" Fair (1.0-2.0s): {fair:3d} ({fair/len(pick_errors_seconds)*100:.1f}%)\")\n", - "print(f\" Poor (> 2.0s): {poor:3d} ({poor/len(pick_errors_seconds)*100:.1f}%)\")" - ] - }, - { - "cell_type": "markdown", - "id": "8a58c8a7", - "metadata": {}, - "source": [ - "### **Visualizing Predictions on Real Waveforms**\n", - "\n", - "Now that we’ve trained the model, reviewed overall performance trends and measured its picking accuracy, let’s zoom in even further and see exactly what the model is doing—trace by trace.\n", - "\n", - "This section visualizes individual waveform predictions, showing:\n", - "- The raw ground motion signal\n", - "- (If enabled) physics-informed features like STA/LTA\n", - "- The model’s predicted probability of a P-wave arrival across time" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "19e2ceb4", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "num_examples = 2\n", - "\n", - "device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n", - "model.to(device)\n", - "model.eval()\n", - "\n", - "# Create subplot layout\n", - "if USE_PHYSICS_FEATURES:\n", - " fig, axes = plt.subplots(num_examples, 3, figsize=(18, 4*num_examples))\n", - " plot_cols = 3\n", - "else:\n", - " fig, axes = plt.subplots(num_examples, 2, figsize=(12, 4*num_examples))\n", - " plot_cols = 2\n", - "\n", - "if num_examples == 1:\n", - " axes = axes.reshape(1, -1)\n", - "\n", - "# Plot predictions for each example\n", - "with torch.no_grad():\n", - " for i in range(min(num_examples, len(val_dataset))):\n", - " features, true_label = val_dataset[i]\n", - " \n", - " if i < len(val_manifest):\n", - " station_info = val_manifest[i]\n", - " else:\n", - " continue\n", - " \n", - " # Get model prediction\n", - " features_batch = features.unsqueeze(0).to(device)\n", - " output = model(features_batch)\n", - " prob = output[0, 1, :].cpu().numpy() # P-wave probability\n", - " \n", - " # Time vector\n", - " sampling_rate = station_info['sampling_rate']\n", - " pre_time = station_info['pre_time']\n", - " post_time = station_info['post_time']\n", - " total_samples = features.shape[1]\n", - " time_vector = np.linspace(-pre_time, post_time, total_samples)\n", - " \n", - " # Plot 1: Raw waveform\n", - " ax1 = axes[i, 0]\n", - " raw_waveform = features[0].numpy()\n", - " ax1.plot(time_vector, raw_waveform, 'k-', linewidth=0.8, alpha=0.8)\n", - " \n", - " # Add picks\n", - " true_pick_samples = np.where(true_label == 1)[0]\n", - " model_pick_sample = np.argmax(prob)\n", - " \n", - " if len(true_pick_samples) > 0:\n", - " true_pick_time = time_vector[int(np.mean(true_pick_samples))]\n", - " ax1.axvline(true_pick_time, color='red', linestyle='--', linewidth=2, \n", - " label=f'True Pick ({true_pick_time:.2f}s)')\n", - " \n", - " model_pick_time = time_vector[model_pick_sample]\n", - " ax1.axvline(model_pick_time, color='blue', linestyle='-', linewidth=2, \n", - " label=f'Model Pick ({model_pick_time:.2f}s)')\n", - " ax1.axvline(0, color='orange', linestyle=':', alpha=0.7, label='Earthquake Time')\n", - " \n", - " ax1.set_xlabel('Time (s)')\n", - " ax1.set_ylabel('Amplitude')\n", - " ax1.set_title(f'Station {station_info[\"station\"]} - Raw Waveform')\n", - " ax1.legend()\n", - " ax1.grid(True, alpha=0.3)\n", - " \n", - " # Plot 2: Physics features (if applicable)\n", - " if USE_PHYSICS_FEATURES and plot_cols == 3:\n", - " ax2 = axes[i, 1]\n", - " if features.shape[0] > 1:\n", - " sta_lta = features[1].numpy()\n", - " ax2.plot(time_vector, sta_lta, 'g-', linewidth=1.5, label='STA/LTA (0.5/10s)')\n", - " ax2.axhline(y=3.0, color='red', linestyle='--', alpha=0.7, label='Typical Threshold')\n", - " else:\n", - " ax2.text(0.5, 0.5, 'No STA/LTA features', transform=ax2.transAxes, ha='center')\n", - " \n", - " if len(true_pick_samples) > 0:\n", - " ax2.axvline(true_pick_time, color='red', linestyle='--', linewidth=2)\n", - " ax2.axvline(model_pick_time, color='blue', linestyle='-', linewidth=2)\n", - " ax2.axvline(0, color='orange', linestyle=':', alpha=0.7)\n", - " \n", - " ax2.set_xlabel('Time (s)')\n", - " ax2.set_ylabel('STA/LTA Ratio')\n", - " ax2.set_title(f'Station {station_info[\"station\"]} - STA/LTA Feature')\n", - " ax2.legend()\n", - " ax2.grid(True, alpha=0.3)\n", - " \n", - " prob_col = 2\n", - " else:\n", - " prob_col = 1\n", - " \n", - " # Plot 3: Model probability output\n", - " ax3 = axes[i, prob_col]\n", - " ax3.plot(time_vector, prob, 'b-', linewidth=2, label='P-wave Probability')\n", - " ax3.fill_between(time_vector, 0, prob, alpha=0.3, color='blue')\n", - " \n", - " # Add picks and windows\n", - " if len(true_pick_samples) > 0:\n", - " ax3.axvline(true_pick_time, color='red', linestyle='--', linewidth=2, \n", - " label='True Pick')\n", - " window_start = time_vector[true_pick_samples[0]]\n", - " window_end = time_vector[true_pick_samples[-1]]\n", - " ax3.axvspan(window_start, window_end, alpha=0.2, color='green', \n", - " label='True Pick Window')\n", - " \n", - " ax3.axvline(model_pick_time, color='blue', linestyle='-', linewidth=2, \n", - " label='Model Pick')\n", - " ax3.axvline(0, color='orange', linestyle=':', alpha=0.7, label='Earthquake Time')\n", - " \n", - " ax3.set_xlabel('Time (s)')\n", - " ax3.set_ylabel('P-wave Probability')\n", - " ax3.set_title(f'Station {station_info[\"station\"]} - Model Output')\n", - " ax3.set_ylim(0, 1)\n", - " ax3.legend()\n", - " ax3.grid(True, alpha=0.3)\n", - "\n", - "plt.suptitle(f'Model Predictions', fontsize=14)\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "d6442296", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: Looking at the performance category, you'll notice that only a small number of seismograms in the validation set showed strong accuracy in predicting P-wave arrivals. Why do you think this is the case?💡 Hint: Training a machine learning model effectively requires a large and diverse dataset. When data is limited or uneven, the model may struggle to generalize. Now consider this: how can cloud computing help ease the burden of training on large datasets? Think about factors like storage, scalability, and compute power.*" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.6" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/drafts/aa_cloud-101/scaling_parallelization-SAGE.ipynb b/docs/content/drafts/aa_cloud-101/scaling_parallelization-SAGE.ipynb deleted file mode 100644 index be25d1e..0000000 --- a/docs/content/drafts/aa_cloud-101/scaling_parallelization-SAGE.ipynb +++ /dev/null @@ -1,1181 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "b4b3ee06", - "metadata": {}, - "source": [ - "# 🔀 **Scalable data processing in the Cloud with DASK**\n", - "\n", - "### **Workflow with SAGE data**\n", - "\n", - "This notebook introduces `dask`, a Python library for parallel and distributed computing. `dask` allows to scale up your Python code and data processing workflows to handle larger-than-memory datasets and leverage multiple cores. With the help of `dask`, you can easily scale a wide array of solutions and configure your project to use most of the available computational power. It helps developers scale their entire Python ecosystem, and it can work with your laptop or a container cluster. The best part is that you don’t need to rewrite your entire codebase, you just have to enable parallel computing with minimal modifications based on your use cases.\n", - "\n", - "##### 🔹 **Why this matters?** \n", - "`dask` can,\n", - "- run your code in parallel on single machine/mutiple cores/cluster of machines.\n", - "- handle larger than memory datasets to process and analyze them efficiently.\n", - "- integrate seamlessly with popular Python libraries like NumPy, Pandas, and scikit-learn\n", - "- use a dynamic task scheduler to manage and optimize the execution of code\n", - "- collect the results from the executed tasks and combines them to produce the final output\n", - "\n", - "\n", - "\"DASKscaling\" \n", - "\n", - "##### 🔹 **What you will do?** \n", - "- Using directed graphs discover how to parallelize your geophysical research workflow\n", - "- Few basic concepts on `dask` array and dataframe\n", - "- Implement parallelism to your existing workflow using `dask.delayed`\n", - "- Deploy `dask` in the cloud to download and analyze the seismic data\n", - "\n", - "*Below is a simplified overview of `dask` architecture ⤵️*\n", - "\n", - "***Scheduler ↔ Workers ↔ Client***\n", - "\n", - "\"DASK\" " - ] - }, - { - "cell_type": "markdown", - "id": "3e8cd207", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "fa24d1b4", - "metadata": {}, - "source": [ - "### **1. Workflow Parallelization**\n", - "\n", - "In this section, you're introduced to **workflow parallelization** using Directed Acyclic Graphs (DAGs), a foundational concept in scalable computing with libraries like `dask`. DAGs allow us to break down complex, multi-step workflows into discrete, interdependent tasks — making it easier to identify which processes can be executed in parallel rather than sequentially.\n", - "\n", - "You'll start by visualizing the parallelization potential in a typical waveform processing pipeline. This example mimics a simplified seismic analysis using data from multiple stations, and demonstrates how task-level parallelism is encoded using a DAG.\n", - "\n", - "##### **Why DAGs?**\n", - "A DAG represents tasks (nodes) and their dependencies (edges) in a one-way structure — no loops, no cycles. This allows us to:\n", - "- Visually understand task order and dependencies.\n", - "- Identify opportunities for parallel execution.\n", - "- Optimize computation by minimizing idle time.\n", - "\n", - "In the context of the `trad_vs_cloud-SAGE.ipynb` notebook, this DAG represents a pipeline where:\n", - "- Waveforms from multiple stations are processed.\n", - "- Shared preprocessing steps (like inventory loading) feed into independent station-specific tasks.\n", - "- Results eventually converge into common postprocessing steps." - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "63a8ef2e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "import networkx as nx\n", - "\n", - "# Create a directed graph\n", - "G = nx.DiGraph()\n", - "\n", - "# Divide workflow into different tasks\n", - "Task1 = 'Inventory'\n", - "Task2_1, Task2_2, Task2_3 = 'station 1', 'station 2', 'station 3' # suppose we are accessing waveforms for three stations\n", - "Task3 = 'Correction'\n", - "Task4 = 'Picking'\n", - "Task5 = 'Trimming'\n", - "Task6 = 'Frequency'\n", - "\n", - "# Add nodes for tasks\n", - "G.add_node(Task1) \n", - "G.add_node(Task2_1), G.add_node(Task2_2), G.add_node(Task2_3) \n", - "G.add_node(Task3)\n", - "G.add_node(Task4)\n", - "G.add_node(Task5)\n", - "G.add_node(Task6)\n", - "# Add edges to show dependencies\n", - "G.add_edges_from([(Task1, Task2_1), (Task1, Task2_2), (Task1, Task2_3),\n", - " (Task2_1, Task3), (Task2_2, Task3), (Task2_3, Task3),\n", - " (Task3, Task4), (Task4, Task5), (Task5, Task6)])\n", - "\n", - "# annotate each node with its stage\n", - "layers = {\n", - " Task1: 0,\n", - " Task2_1: 1,\n", - " Task2_2: 1,\n", - " Task2_3: 1,\n", - " Task3: 2,\n", - " Task4: 3,\n", - " Task5: 4,\n", - " Task6: 5\n", - "}\n", - "\n", - "for n, L in layers.items():\n", - " G.nodes[n]['layer'] = L\n", - "\n", - "plt.figure(figsize=(12, 4))\n", - "pos = nx.multipartite_layout(G, subset_key='layer', align='vertical')\n", - "nx.draw(G, pos,\n", - " with_labels=True,\n", - " node_size=3000,\n", - " node_color=\"skyblue\",\n", - " font_size=10,\n", - " font_weight=\"bold\",\n", - " arrowsize=20)\n", - "plt.title(\"Dask Task Graph (linear multipartite layout)\")\n", - "plt.axis('off')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "b911e8aa", - "metadata": {}, - "source": [ - "This example serves as a realistic analog of seismic workflows in cloud environments, where tasks such as waveform retrieval and preprocessing for multiple stations can be executed independently — a classic case of what's known as an **embarrassingly parallel** problem. In such problems, individual tasks require little to no communication with one another, making them ideal candidates for concurrent execution across distributed computing resources. In the context of seismology, each station's data can be fetched, corrected, and processed in isolation before being merged downstream for higher-level analysis. By leveraging cloud-based parallelization frameworks like Dask, we can significantly reduce total computation time through intelligent task scheduling and resource allocation." - ] - }, - { - "cell_type": "markdown", - "id": "2830b4cd", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "04846e8a", - "metadata": {}, - "source": [ - "### **2. DASK Array and Dataframe**\n", - "\n", - "##### **Array**\n", - "\n", - "Dask array represents a large, potentially out-of-core, multi-dimensional array composed of many smaller `numpy` arrays (called ***chunks***) arranged in a grid.\n", - "\n", - "The `dask.array` module is a powerful tool for handling large, multi-dimensional arrays that don't fit in memory, by breaking them into smaller pieces (called chunks) that are processed in parallel. Conceptually, it extends the familiar `numpy` API, allowing scientists and engineers to work with big data as if they were working with in-memory arrays — all while abstracting away the complexity of parallelization and memory management.\n", - "\n", - "Think of a Dask array as a grid of many small `numpy` arrays, seamlessly stitched together. But unlike NumPy, where operations happen immediately, Dask builds a **lazy execution graph**: it constructs a task graph first, and only executes the computation when explicitly told to.\n", - "\n", - "**Key features of dask array:**\n", - "- **Lazy evaluation:** All operations (e.g., +, mean, slicing) construct a task graph first. This avoids unnecessary intermediate results and optimizes performance.\n", - "- **Chunkwise operations:** Dask processes one chunk at a time using familiar NumPy-style syntax, enabling computations on datasets much larger than memory.\n", - "- **Scalable execution:** The same code can run on your laptop or scale to a multi-node cluster without modification — perfect for both prototyping and production workloads.\n", - "\n", - "\"DASK_array\" " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "cbc1bb71", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "np.float64(5.0)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import dask.array as da\n", - "\n", - "# Create a 1000 x 1000 array of zeros, chunked into 10 x 10 blocks\n", - "x = da.zeros((1000, 1000), chunks=(10, 10))\n", - "\n", - "# Apply a simple operation: add 5 to each element\n", - "y = x + 5 # This builds a task graph, but does not execute anything yet\n", - "\n", - "# Take the mean (also lazy, still no computation)\n", - "result = y.mean()\n", - "\n", - "# Trigger the actual computation across all chunks and cores\n", - "result.compute()" - ] - }, - { - "cell_type": "markdown", - "id": "da60ba56", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: In what scenarios would using a Dask array not be the optimal choice, even if you're working with large datasets — and how would you decide between using Dask, NumPy, or another tool like Xarray or pandas?*" - ] - }, - { - "cell_type": "markdown", - "id": "5a039d9c", - "metadata": {}, - "source": [ - "##### **dataframe**\n", - "\n", - "Dask dataframe is a large table of data composed of many smaller `pandas` DataFrames (partitions), split along the index.\n", - "\n", - "A Dask DataFrame allows you to work with tabular data that is too large to fit into memory by dividing it into many smaller `pandas` DataFrame partitions, each of which is processed in parallel. If you're already comfortable using `pandas`, transitioning to `dask.dataframe` is relatively smooth — it implements a large subset of the familiar Pandas API and behavior.\n", - "\n", - "Imagine having 100 GB of CSV files. Loading all of that into memory with Pandas would crash most machines. Dask sidesteps this limitation by lazily loading and operating on partitioned data, one chunk at a time, allowing you to analyze enormous datasets even on a laptop.\n", - "\n", - "**Key features of dask dataframe:**\n", - "- **Pandas-compatible interface:** Uses similar syntax for filtering, grouping, and aggregating data.\n", - "- **Lazy evaluation:** Operations are not executed until .compute() is explicitly called.\n", - "- **Parallel execution:** Each partition is processed independently, enabling significant speed-ups on multi-core machines or clusters.\n", - "- **Out-of-core computation:** Easily handles data that exceeds available RAM by streaming in partitions as needed.\n", - "\n", - "\"DASK_array\" " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f4dcbf05", - "metadata": {}, - "outputs": [], - "source": [ - "import dask.dataframe as dd\n", - "\n", - "# Read a collection of CSV files (≈100 GB total) as a single Dask DataFrame\n", - "df = dd.read_csv('data/large-*.csv')\n", - "\n", - "# Apply a lazy filter and groupby\n", - "filtered = df[df.amount > 0]\n", - "summary = filtered.groupby('category').amount.sum()\n", - "\n", - "# Trigger actual computation across partitions\n", - "summary.compute()" - ] - }, - { - "cell_type": "markdown", - "id": "4ef9590a", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: When working with large tabular datasets, how would you decide between using a Dask DataFrame, a traditional Pandas DataFrame and what trade-offs should you consider in terms of performance, ease of use, and scalability?*" - ] - }, - { - "cell_type": "markdown", - "id": "96f3fa2e", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "208fae3e", - "metadata": {}, - "source": [ - "### **3. DASK delayed: parallelizing your workflow with lazy execution**\n", - "\n", - "While `dask.array` and `dask.dataframe` are perfect for structured array and tabular data, not all problems fit neatly into those formats — especially when you're designing custom algorithms.\n", - "\n", - "This is where `dask.delayed` shines. It allows you to parallelize arbitrary Python functions without changing much of your existing code. You simply decorate your functions with `@dask.delayed`, and Dask will build a **lazy execution graph**, optimizing how and when your tasks run.\n", - "\n", - "**Simulation: Random Task Dependencies**\n", - "\n", - "We'll simulate a computation workflow using a function called `random_sum`, which:\n", - "- Generates `n` random integers.\n", - "- Adds them one by one (simulating a small CPU-bound workload).\n", - "- Returns the cumulative sum.\n", - "\n", - "We’ll run this workflow in two modes:\n", - "\n", - "1. Serial Execution (no parallelism)\n", - "2. Parallel Execution using Dask's `delayed` system\n", - "\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "id": "7942a332", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Serial Result: 3999690196455\n", - "Serial Runtime: 3.78 seconds\n", - "Dask Result: 4000068535076\n", - "Dask Parallel Runtime: 3.65 seconds\n" - ] - } - ], - "source": [ - "import random\n", - "import dask\n", - "import time\n", - "\n", - "# simple function that generates 10 random integers (between 1 and n_total) and \n", - "# adds them one by one in a loop, printing the cumulative sum at each step.\n", - "\n", - "# Basic function to simulate CPU work\n", - "n_total = 1000000\n", - "def random_sum(n = n_total):\n", - " total = 0\n", - " for i in range(n):\n", - " num = random.randint(1, n_total)\n", - " total += num\n", - " return total\n", - "\n", - "# Decorated version for Dask\n", - "@dask.delayed\n", - "def random_sum_delayed(n = n_total):\n", - " total = 0\n", - " for i in range(n):\n", - " num = random.randint(1, n_total)\n", - " total += num\n", - " return total\n", - "\n", - "# ------------------------------------\n", - "# Run Serial Execution\n", - "# ------------------------------------\n", - "start = time.time()\n", - "task_1 = random_sum() # Build station inventory\n", - "task_2_1 = task_1 + random_sum() # Access waveform from station 1\n", - "task_2_2 = task_1 + random_sum() # Access waveform from station 2\n", - "task_3 = task_2_1 + task_2_2 + random_sum() # Instrument correction\n", - "task_4 = task_3 + random_sum() # P-arrival pick\n", - "task_5 = task_4 + random_sum() # Trim the trace\n", - "task_6 = task_5 + random_sum() # Frequency decomposition\n", - "end = time.time()\n", - "\n", - "print(f\"Serial Result: {task_6}\")\n", - "print(f\"Serial Runtime: {end - start:.2f} seconds\")\n", - "\n", - "# ------------------------------------\n", - "# Run Parallel Execution\n", - "# ------------------------------------\n", - "start = time.time()\n", - "task_1 = random_sum_delayed() # Build station inventory\n", - "task_2_1 = task_1 + random_sum_delayed() # Access waveform from station 1\n", - "task_2_2 = task_1 + random_sum_delayed() # Access waveform from station 2\n", - "task_3 = task_2_1 + task_2_2 + random_sum_delayed() # Instrument correction\n", - "task_4 = task_3 + random_sum_delayed() # P-arrival pick\n", - "task_5 = task_4 + random_sum_delayed() # Trim the trace\n", - "task_6 = task_5 + random_sum_delayed() # Frequency decomposition\n", - "\n", - "result_dask = task_6.compute()\n", - "end = time.time()\n", - "print(f\"Dask Result: {result_dask}\")\n", - "print(f\"Dask Parallel Runtime: {end - start:.2f} seconds\")\n" - ] - }, - { - "cell_type": "markdown", - "id": "ca88d8e6", - "metadata": {}, - "source": [ - "##### Visualize Your Workflow as a DAG" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "id": "eb8c1f08", - "metadata": {}, - 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- "text/plain": [ - "" - ] - }, - "execution_count": 51, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "task_6.visualize(rankdir=\"LR\")" - ] - }, - { - "cell_type": "markdown", - "id": "e744443a", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: Compare the graph above to the sequential workflow diagram of `trad_vs_cloud.ipynb` notebook. Where in the workflow did Dask execute tasks in parallel, and which parts benefited the most from this parallelization? Compare the runtime of the Dask-parallelized version with the serial version—how much faster was it? Now scale up your thinking: if this workflow processes 3 stations, estimate how long it would take to handle 1,000 stations over 10 iterations. Assuming the performance gain remains consistent, how significant is the total time saved using Dask versus running everything serially?*" - ] - }, - { - "cell_type": "markdown", - "id": "ecbe16df", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "98555733", - "metadata": {}, - "source": [ - "### **4. Dask Futures: dynamic, eager execution with fine-grained control**" - ] - }, - { - "cell_type": "markdown", - "id": "ce5087d4", - "metadata": {}, - "source": [ - "In the case of scientific and engineering workflows, involving real-time data & branching computations, waiting to build an entire task graph before execution isn’t always ideal. You may want your tasks to begin executing as soon as they’re defined, inspect results incrementally, or launch new work based on partial outcomes.\n", - "\n", - "This is where `dask.distributed.Futures` shine. Unlike `dask.delayed`, which constructs a lazy task graph and only computes once everything is defined, **Futures provide an eager interface**. Each task is immediately submitted to the scheduler, and you get back a Future object representing that computation.\n", - "\n", - "This model gives you:\n", - "\n", - "- **Real-time scheduling**: tasks start running as soon as their inputs are available.\n", - "\n", - "- **Interactivity**: you can query task status, cancel, or rerun as needed.\n", - "\n", - "- **Dynamic workflows**: ideal for loops, conditionals, and iterative pipelines.\n", - "\n", - "Futures in Dask are powered by the `dask.distributed.Client`, which acts as the gateway to Dask's scheduler and cluster. When you instantiate a `Client()`, Dask spins up a scheduler and one or more workers—either on your local machine or across a distributed computing cluster, depending on your configuration. This means that when you use **Futures**, Dask is **cloud-ready out of the box**. This serves as your entry point not just to the task scheduler, but to the entire compute environment—whether it's running locally or in the cloud. In cloud computing contexts, you can configure `Client` to connect to remote clusters running on cloud infrastructure such as the AWS. This allows you to scale your computations seamlessly without changing your code." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a1f5e425", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/ece/Library/Python/3.9/lib/python/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n", - "Perhaps you already have a cluster running?\n", - "Hosting the HTTP server on port 63148 instead\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Futures Result: 3999016339286\n", - "Futures Runtime: 3.76 seconds\n" - ] - } - ], - "source": [ - "import random\n", - "import time\n", - "from dask.distributed import Client\n", - "\n", - "# Step 1: Start a local Dask client (scheduler + workers)\n", - "client = Client()\n", - "\n", - "# Simulated CPU-bound computation\n", - "n_total = 1000000\n", - "def random_sum(n=n_total):\n", - " total = 0\n", - " for _ in range(n):\n", - " total += random.randint(1, n)\n", - " return total\n", - "\n", - "# —————— Execution using Futures ——————\n", - "start = time.time()\n", - "\n", - "# Task 1: Simulate station inventory creation\n", - "task1 = client.submit(random_sum)\n", - "\n", - "# Task 2a: Waveform access from station 1 (depends on task1)\n", - "# The lambda ensures that task2a waits for task1 to finish and uses its result.\n", - "task2a = client.submit(lambda prev: prev + random_sum(), task1)\n", - "\n", - "# Task 2b: Waveform access from station 2 (also depends on task1)\n", - "task2b = client.submit(lambda prev: prev + random_sum(), task1)\n", - "\n", - "# Task 3: Instrument correction (merges results of task2a and task2b)\n", - "task3 = client.submit(lambda a, b: a + b + random_sum(), task2a, task2b)\n", - "\n", - "# Task 4: P-arrival pick\n", - "task4 = client.submit(lambda prev: prev + random_sum(), task3)\n", - "\n", - "# Task 5: Trace trimming\n", - "task5 = client.submit(lambda prev: prev + random_sum(), task4)\n", - "\n", - "# Task 6: Frequency decomposition\n", - "task6 = client.submit(lambda prev: prev + random_sum(), task5)\n", - "\n", - "# Wait for the final result and measure runtime\n", - "final_result = task6.result()\n", - "end = time.time()\n", - "\n", - "print(f\"Futures Result: {final_result}\")\n", - "print(f\"Futures Runtime: {end - start:.2f} seconds\")\n" - ] - }, - { - "cell_type": "markdown", - "id": "d5e10959", - "metadata": {}, - "source": [ - "🔍 Why use `lambda prev: prev + random_sum()`?\n", - "This pattern allows us to explicitly declare task dependencies. For example:\n", - "```\n", - "client.submit(lambda prev: prev + random_sum(), task1)\n", - "```\n", - "This ensures:\n", - "- `task2a` does not start until task1 is complete.\n", - "- The output of `task1` is passed to the lambda as `prev`.\n", - "- `random_sum()` is run in the context of that intermediate result." - ] - }, - { - "cell_type": "markdown", - "id": "2e31fdb3", - "metadata": {}, - "source": [ - "Key Differences with `dask.delayed`\n", - "\n", - "| **Aspect** | **Dask Futures** | **Dask Delayed** |\n", - "|-------------------------|-----------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------|\n", - "| **Eagerness** | `client.submit` immediately sends tasks to the scheduler and returns a `Future`. | Builds a graph of `Delayed` objects; nothing runs until you call `.compute()`. |\n", - "| **Interactivity** | You can inspect task status, cancel/re-submit tasks, and gather partial results dynamically. | More \"batch-oriented\"—you define the full workflow up front and then execute all at once. |\n", - "| **Dynamic Task Creation** | Supports branching, loops, and callback-based task submission based on real-time results. | The task graph is static once built; cannot change based on intermediate results. |\n", - "| **API Style** | Imperative, message-passing style using `submit`, `Future`, `.result()`, `.cancel()`. | Declarative style using function decorators and lazy graph construction. |\n" - ] - }, - { - "cell_type": "markdown", - "id": "e51f5ed0", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: In terms of writing codes, between `delayed` and `futures`, which process seemed easier to you? Which technique would you want to adopt for your workflow and why?*" - ] - }, - { - "cell_type": "markdown", - "id": "77bc7423", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "7bbf760f", - "metadata": {}, - "source": [ - "### **5. Dask Gateway: Secure, Scalable Cluster Access for Multi-User Environments**\n" - ] - }, - { - "cell_type": "markdown", - "id": "d142d352", - "metadata": {}, - "source": [ - "While Dask Futures give us powerful tools for building dynamic, interactive, and parallel workflows, they assume you already have a Dask cluster available—whether local or remote. But in many real-world scenarios, especially in cloud-hosted Jupyter environments, or institutional HPC systems, managing and provisioning clusters manually isn’t feasible or secure. You may be working in a multi-user setting where each user needs isolated compute resources without dealing with the infrastructure details. This is where **Dask Gateway** comes in. In these shared-environment scenarios, you don't want every user to manually configure or control cluster infrastructure. You need a centralized, secure, and user-friendly way to let individuals spin up their own isolated Dask clusters—on demand.\n", - "\n", - "**Dask Gateway** is a cluster manager and authentication layer that allows users to launch and scale their own isolated Dask clusters in a shared infrastructure. It integrates seamlessly with Dask’s distributed scheduler and supports backends like **Kubernetes**. It’s particularly well-suited for Jupyter-based environments, where each user or notebook may want its own cluster. Each cluster is isolated, customizable, and tracked, making it ideal for research groups, teaching environments, or collaborative teams.\n", - "\n", - "The following steps show how to spin up a personal Dask cluster and submit tasks using Futures, just like we did before—but now in a shared cloud-native environment." - ] - }, - { - "cell_type": "markdown", - "id": "47402824", - "metadata": {}, - "source": [ - "**Launch a Cluster via Dask Gateway**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4dc1de86", - "metadata": {}, - "outputs": [], - "source": [ - "from dask_gateway import Gateway\n", - "from dask.distributed import Client\n", - "\n", - "# Step 1: Connect to the Gateway server (usually running alongside JupyterHub)\n", - "gateway = Gateway()\n", - "\n", - "# Step 2: Explore and select cluster options (memory, CPU, container image, etc.)\n", - "options = gateway.cluster_options()\n", - "options" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0e78708d", - "metadata": {}, - "outputs": [], - "source": [ - "# Step 3: Request a secure, isolated Dask cluster\n", - "cluster = gateway.new_cluster(options)\n", - "\n", - "# Step 4: Scale the cluster to your desired size (or use adaptive scaling)\n", - "cluster.scale(4)\n", - "# cluster.adapt(minimum=2, maximum=10) # Optional Adaptive scaling\n", - "\n", - "# Step 5: Connect your Dask client to the newly created cluster\n", - "client = Client(cluster)\n", - "client" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9a6b47f7", - "metadata": {}, - "outputs": [], - "source": [ - "# Step 6: Submit work (e.g. using Futures or Delayed as before)\n", - "future = client.submit(lambda: sum(range(1_000_000)))\n", - "result = future.result()\n", - "print(f\"Gateway Result: {result}\")" - ] - }, - { - "cell_type": "markdown", - "id": "406efeb0", - "metadata": {}, - "source": [ - "**Why Use Dask Gateway**\n", - "| **Feature** | **Benefit** |\n", - "|--------------------------|------------------------------------------------------------------------------------------------------|\n", - "| **Multi-user isolation** | Each user gets their own Dask cluster with no interference from others. |\n", - "| **Secure authentication**| Integrates with OAuth, tokens, or institutional auth systems for controlled access. |\n", - "| **Centralized control** | Admins can monitor usage, enforce resource limits, and manage shared infrastructure securely. |\n", - "| **Flexible backend** | Supports Kubernetes, YARN, SLURM, and other job schedulers for deployment. |\n", - "| **Notebook integration** | Designed to work seamlessly within JupyterHub and other shared notebook environments. |\n" - ] - }, - { - "cell_type": "markdown", - "id": "5c7581e1", - "metadata": {}, - "source": [ - "In brief, Dask has high level collections that are used to generate task graphs which can be executed by schedulers on a single machine or a cluster\n", - "\n", - "\"DASK_array\" " - ] - }, - { - "cell_type": "markdown", - "id": "69982242", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: Look closely at the figure above. Can you trace how a Dask workflow moves from **data collections** to execution. How do the different tools you’ve learned—like `dask.delayed`, `Futures`, and `Dask Gateway`—fit into this pipeline? Try to correlate each step in the diagram with the concepts from Sections 3–5*" - ] - }, - { - "cell_type": "markdown", - "id": "adc403cb", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "db242561", - "metadata": {}, - "source": [ - "### **6. DASK on the cloud**" - ] - }, - { - "cell_type": "markdown", - "id": "75682600", - "metadata": {}, - "source": [ - "In this section, we'll integrate dask into a real-world seismology workflow to accelerate the downloading and analysis of seismograms. Specifically, we'll be working with the `analyze_earthquake` function from the `trad_vs_cloud-SAGE` notebook. Our goal is to modify this function using `dask.delayed` so we can process multiple stations in parallel, rather than one at a time.\n", - "\n", - "Your first task is to inspect the original `analyze_earthquake` function and identify where it loops over stations — this is the part of the code that holds the key to parallelization. Once you've found it, return to the modified version of the function below to see how `dask.delayed` and `futures` are applied. 🔍 Hint: We've modularized the workflow by separating out the station-level processing into its own function, which is then wrapped with both `dask.delayed` and `futures` to enable parallel execution." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e78bd6c3", - "metadata": {}, - "outputs": [], - "source": [ - "# ----------------------------------------------\n", - "# Import Required Libraries\n", - "# ----------------------------------------------\n", - "import os\n", - "import dask.delayed\n", - "import numpy as np\n", - "from obspy import UTCDateTime\n", - "from obspy import read\n", - "from obspy.clients.fdsn.client import Client\n", - "from obspy.core.inventory.inventory import Inventory\n", - "import matplotlib.pyplot as plt\n", - "import cartopy.crs as ccrs\n", - "import cartopy.feature as cfeature\n", - "from scipy import signal\n", - "import seisbench.models as sbm # Import PhaseNet model from SeisBench\n", - "import boto3\n", - "from botocore import UNSIGNED\n", - "from botocore.config import Config\n", - "from botocore.exceptions import ClientError\n", - "import dask\n", - "from io import BytesIO\n", - "\n", - "# ----------------------------------------------\n", - "# Configure S3 Client for Public NCEDC Access\n", - "# ----------------------------------------------\n", - "s3 = boto3.client('s3', config = Config(signature_version = UNSIGNED), region_name='us-west-2')\n", - "BUCKET_NAME = 'ncedc-pds'\n", - "\n", - "# -------------------------------------------------------------------------\n", - "# 📌 Utility Function to check if data is available in repository\n", - "# -------------------------------------------------------------------------\n", - "def station_data_exists(station, eq_time, pre_time, post_time, client: Client, network: str, location: str, channel: str,\n", - " s3_client, bucket_name: str) -> bool:\n", - " \"\"\"\n", - " Returns True only if:\n", - " - FDSN.get_waveforms() delivers at least one trace in [eq_time-pre_time, eq_time+post_time]\n", - " - There's an S3 object at the expected key for that day & station.\n", - " \"\"\"\n", - " # 1) FDSN check\n", - " start = eq_time - pre_time\n", - " end = eq_time + post_time\n", - " try:\n", - " st_temp = client.get_waveforms(network, station.code, location, channel, starttime=start, endtime=end)\n", - " if len(st_temp) == 0:\n", - " return False\n", - " except Exception:\n", - " return False\n", - "\n", - " # 2) S3 check — build the same key you use in your main function\n", - " day0 = eq_time.replace(hour=0, minute=0, second=0, microsecond=0)\n", - " jul = day0.julday\n", - " fname = f\"{station.code}.{network}.{channel}..D.{day0.year}.{jul:03d}\"\n", - " key = f\"continuous_waveforms/{network}/{day0.year}/\" \\\n", - " f\"{day0.year}.{jul:03d}/{fname}\"\n", - " try:\n", - " s3_client.head_object(Bucket=bucket_name, Key=key)\n", - " except ClientError:\n", - " return False\n", - "\n", - " return True\n", - "\n", - "# --------------------------------------------------------------\n", - "# 📌 Utility Function to Filter Inventory Based on Data Availability\n", - "# --------------------------------------------------------------\n", - "def filter_inventory(inventory: Inventory, eq_time, pre_time, post_time, client: Client, network: str, location: str, channel: str,\n", - " s3_client, bucket_name: str) -> Inventory:\n", - " \"\"\"\n", - " Modify `inventory` in place so that each Network only keeps\n", - " those Station objects for which `station_data_exists(...)` is True.\n", - " Networks with zero stations are dropped.\n", - " Returns the pruned Inventory.\n", - " \"\"\"\n", - " # iterate all networks\n", - " kept_networks = []\n", - " for net in inventory.networks:\n", - " kept_stns = []\n", - " for st in net.stations:\n", - " if station_data_exists(st, eq_time, pre_time, post_time, client, network, location, channel,\n", - " s3_client, bucket_name):\n", - " kept_stns.append(st)\n", - " if kept_stns:\n", - " net.stations = kept_stns\n", - " kept_networks.append(net)\n", - "\n", - " inventory.networks = kept_networks\n", - " return inventory\n", - "\n", - "# ----------------------------------------------\n", - "# Load Pretrained Phase Picker (PhaseNet)\n", - "# ----------------------------------------------\n", - "picker = sbm.PhaseNet.from_pretrained(\"original\")\n", - "\n", - "# --------------------------------------------------\n", - "# --------------------------------------------------\n", - "# ✂️ SEPERATE FUNCTION TO PROCESS STATIONS IN PARALLEL\n", - "# --------------------------------------------------\n", - "# --------------------------------------------------\n", - "def process_stations(station, start_time, end_time, pre_time, post_time, eq_time,\n", - " network, location, channel, output_dir, data_source, inventory):\n", - " station_code = station.code\n", - " # -----------------------------------------------------------\n", - " # Step 3️⃣: # Download waveforms & apply instrument correction\n", - " # -----------------------------------------------------------\n", - " if data_source == 'fdsn':\n", - " st_stream = client.get_waveforms(network=network, station=station_code, location=location,\n", - " channel=channel, starttime=start_time, endtime=end_time)\n", - " if len(st_stream) > 0:\n", - " st_stream.merge(method=1, fill_value='interpolate')\n", - "\n", - " st_stream.trim(starttime=eq_time - pre_time, endtime=eq_time + post_time)\n", - " \n", - " elif data_source == 'S3':\n", - " file_name = f'{station_code}.{network}.{channel}..D.{start_time.year}.{start_time.julday:03d}'\n", - " KEY = f\"continuous_waveforms/{network}/{start_time.year}/{start_time.year}.{start_time.julday:03d}/{file_name}\"\n", - "\n", - " # stream the object from S3 and wrap in a BytesIO\n", - " resp = s3.get_object(Bucket=BUCKET_NAME, Key=KEY)\n", - " data_stream = resp['Body'] # this is a file-like StreamingBody\n", - " buff = BytesIO(data_stream.read()) # read all bytes into an in-memory buffer\n", - " buff.seek(0) # rewind to the front\n", - " \n", - " # now read directly from that buffer\n", - " st_stream = read(buff, format='MSEED')\n", - " st_stream.trim(starttime=eq_time - pre_time, endtime=eq_time + post_time)\n", - "\n", - " print(f\"- Downloaded {len(st_stream)} traces for station {station_code}.\")\n", - "\n", - " # Assuming single trace per station\n", - " tr = st_stream[0]\n", - "\n", - " # Remove the instrument response to convert counts to ground displacement (in meters)\n", - " tr.remove_response(inventory=inventory, output=\"DISP\")\n", - "\n", - " # ----------------------------------------------\n", - " # Step 4️⃣: Pick P-wave Arrivals & Slice Waveform\n", - " # ----------------------------------------------\n", - " picks = picker.classify(st_stream, batch_size=256, P_threshold=0.075, S_threshold=0.1).picks\n", - " if not picks:\n", - " raise Exception(f\"- No picks found for station {station_code}.\")\n", - " \n", - " # Use first P arrival time for plotting\n", - " p_time = picks[0].peak_time\n", - "\n", - " # Slice trace around P arrival\n", - " tr = tr.slice(p_time - pre_time, endtime=p_time + post_time)\n", - " times = np.linspace(0, (p_time + post_time) - (p_time - pre_time), len(tr.data))\n", - "\n", - " # ----------------------------------------------\n", - " # Step 5️⃣: Compute Spectrogram\n", - " # ----------------------------------------------\n", - " fs = tr.stats.sampling_rate # Sampling rate of the trace\n", - " nperseg = 400 # Window size for the spectrogram\n", - " f, t_spec, Sxx = signal.spectrogram( tr.data, fs=fs, nperseg=nperseg, noverlap=nperseg - 10)\n", - " t_spec = np.linspace(0, (p_time + post_time) - (p_time - pre_time), Sxx.shape[1])\n", - "\n", - " # Plot waveform and spectrogram\n", - " fig = plt.figure(figsize=(10, 8))\n", - " ax1 = fig.add_subplot(2, 1, 1)\n", - " ax1.plot(times, tr.data, linewidth=0.5)\n", - " #ax1.set_xlim(0, times.max())\n", - " ax1.set_title(f\"Waveform at {station_code}\")\n", - " ax1.set_xlabel(\"Time (s)\")\n", - " ax1.set_ylabel(\"Deformation (m)\")\n", - "\n", - " ax2 = fig.add_subplot(2, 1, 2)\n", - " pcm = ax2.pcolormesh(t_spec, f, np.abs(Sxx), shading='gouraud')\n", - " #ax2.set_xlim(0, times.max())\n", - " ax2.set_ylim(0, 5) # Limit frequency for readability\n", - " ax2.set_title(f\"Spectrogram at {station_code}\")\n", - " ax2.set_xlabel(\"Time (s)\")\n", - " ax2.set_ylabel(\"Frequency (Hz)\")\n", - " fig.tight_layout()\n", - "\n", - " # Save plot\n", - " out_file = os.path.join(f\"{output_dir}/{data_source}/{station_code}_{data_source}.png\")\n", - " fig.savefig(out_file, dpi=300, bbox_inches='tight')\n", - " plt.close(fig)\n", - " print(f\"-- Saved plot to {out_file}\")\n", - "\n", - "\n", - "# ----------------------------------------------\n", - "# 🧰 Main Function: Seismogram Analysis Workflow\n", - "# ----------------------------------------------\n", - "def analyze_earthquake(eq_time, eq_lon, eq_lat, radius_km, data_source='fdsn',\n", - " client_name='NCEDC', network='NC', location='*', channel='HNE',\n", - " pre_time=3, post_time=120, output_dir='plots/dask', use_dask=False, method='delayed'):\n", - " \"\"\"\n", - " Analyze seismic waveforms from stations near an earthquake using FDSN or cloud-based access.\n", - "\n", - " This function performs data fetching, instrument correction, P-phase picking,\n", - " waveform slicing, and spectrogram plotting in a scalable way.\n", - "\n", - " Parameters:\n", - " ------------\n", - " eq_time : str or obspy.UTCDateTime\n", - " Earthquake origin time (ISO string like '2022-12-20T10:34:24' or UTCDateTime).\n", - " eq_lon : float\n", - " Earthquake longitude in decimal degrees.\n", - " eq_lat : float\n", - " Earthquake latitude in decimal degrees.\n", - " radius_km : float\n", - " Search radius around epicenter in kilometers.\n", - " data_source : str, optional\n", - " Data source for waveforms ('fdsn' or 'S3', default 'fdsn').\n", - " client_name : str, optional\n", - " Seismic data client (default 'NCEDC').\n", - " network : str, optional\n", - " Seismic network code (default 'NC').\n", - " location : str, optional\n", - " Station location code wildcard (default '*').\n", - " channel : str, optional\n", - " Channel code (default 'HHZ').\n", - " pre_time : float, optional\n", - " Seconds before eq_time to start waveform window (default 10 s).\n", - " post_time : float, optional\n", - " Seconds after eq_time to end waveform window (default 200 s).\n", - " output_dir : str, optional\n", - " Directory to save plots (default 'plots').\n", - "\n", - " Requirements:\n", - " -------------\n", - " - SeisBench PhaseNet picker pre-loaded above.\n", - " - Necessary packages installed: obspy, boto3, utm, numpy, matplotlib, cartopy, scipy, seisbench.\n", - "\n", - " \"\"\"\n", - " # Ensure eq_time is UTCDateTime\n", - " if not isinstance(eq_time, UTCDateTime):\n", - " eq_time = UTCDateTime(eq_time)\n", - "\n", - " # Define waveform time window\n", - " start_time = eq_time.replace(hour=0, minute=0, second=0, microsecond=0)\n", - " end_time = eq_time.replace(hour=23, minute=59, second=59, microsecond=999999)\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(f\"{output_dir}/{data_source}\", exist_ok=True)\n", - "\n", - " # ----------------------------------------------\n", - " # Step 1️⃣: Retrieve Station Metadata\n", - " # ----------------------------------------------\n", - " client = Client(client_name)\n", - " print(\"Making inventory of stations ...\")\n", - " inventory = client.get_stations(network=network, latitude=eq_lat, longitude=eq_lon,\n", - " starttime=start_time, endtime=end_time, maxradius=radius_km/111.2, # Convert km to degrees\n", - " location=location, channel=channel, level=\"response\")\n", - " \n", - " print(\"Filtering the inventory ...\")\n", - " inventory = filter_inventory(inventory, eq_time, pre_time, post_time, client, network, location, channel, s3, BUCKET_NAME)\n", - "\n", - " stations = inventory[0].stations\n", - " print(f\"Found {len(stations)} stations within {radius_km} km of ({eq_lat}, {eq_lon}).\")\n", - "\n", - " # ----------------------------------------------\n", - " # Step 2️⃣: Plot Station Locations on a Map\n", - " # ----------------------------------------------\n", - " st_latlon = [(station.latitude, station.longitude) for network in inventory for station in network.stations]\n", - " \n", - " # Create a plot\n", - " fig = plt.figure(figsize=(10, 8))\n", - " ax = fig.add_subplot(1, 1, 1, projection=ccrs.PlateCarree())\n", - "\n", - " # Add geographic features\n", - " ax.add_feature(cfeature.LAND)\n", - " ax.add_feature(cfeature.OCEAN)\n", - " ax.add_feature(cfeature.COASTLINE)\n", - " ax.add_feature(cfeature.BORDERS, linestyle=':')\n", - "\n", - " # Plot the stations\n", - " if st_latlon:\n", - " lats, lons = zip(*st_latlon)\n", - " ax.scatter(lons, lats, color='red', marker='o', transform=ccrs.PlateCarree(), label='PNSN Stations')\n", - "\n", - " ax.plot(eq_lon, eq_lat, marker='*', color='blue', markersize=10, transform=ccrs.PlateCarree(), label='Earthquake Epicenter')\n", - " \n", - " out_file = os.path.join(output_dir, f\"st_event.png\")\n", - " fig.savefig(out_file, dpi=300, bbox_inches='tight')\n", - " \n", - " # Loop Over Each Station\n", - " if use_dask and method == 'delayed':\n", - " # --------------------------\n", - " # 1) Dask.delayed version\n", - " # -------------------------- \n", - " tasks = [dask.delayed(process_stations)(\n", - " st, start_time, end_time, pre_time, post_time, eq_time,\n", - " network, location, channel, output_dir, data_source, inventory\n", - " ) for st in stations]\n", - " # run them (you can swap 'threads' for 'processes' if you like)\n", - " dask.compute(*tasks, scheduler='threads')\n", - "\n", - " elif use_dask and method == 'futures':\n", - " # --------------------------\n", - " # 2) Dask Futures version\n", - " # --------------------------\n", - " futures = []\n", - " for st in stations:\n", - " # submit each job immediately to the cluster\n", - " fut = client.submit(\n", - " process_stations,\n", - " st, start_time, end_time, pre_time, post_time, eq_time,\n", - " network, location, channel, output_dir, data_source, inventory\n", - " )\n", - " futures.append(fut)\n", - " # wait for all to finish (and gather exceptions/results)\n", - " client.gather(futures)\n", - "\n", - " else:\n", - " # --------------------------\n", - " # 3) Simple Python sequential\n", - " # --------------------------\n", - " for st in stations:\n", - " process_stations(st, start_time, end_time, pre_time, post_time, eq_time,\n", - " network, location, channel, output_dir, data_source, inventory)\n", - " " - ] - }, - { - "cell_type": "markdown", - "id": "a5d999b9", - "metadata": {}, - "source": [ - "Now, we are going to compare the processing time for the entire workflow with and without using `dask`." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e21d0643", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "🔄 Running analysis without DASK\n", - "Making inventory of stations ...\n", - "Filtering the inventory ...\n", - "Found 7 stations within 150 km of (40.369, -124.588).\n", - "- Downloaded 1 traces for station KCO.\n", - "-- Saved plot to plots/dask/S3/KCO_S3.png\n", - "- Downloaded 1 traces for station KCT.\n", - "-- Saved plot to plots/dask/S3/KCT_S3.png\n", - "- Downloaded 1 traces for station KHBB.\n", - "-- Saved plot to plots/dask/S3/KHBB_S3.png\n", - "- Downloaded 1 traces for station KHMB.\n", - "-- Saved plot to plots/dask/S3/KHMB_S3.png\n", - "- Downloaded 1 traces for station KMPB.\n", - "-- Saved plot to plots/dask/S3/KMPB_S3.png\n", - "- Downloaded 1 traces for station KMR.\n", - "-- Saved plot to plots/dask/S3/KMR_S3.png\n", - "- Downloaded 1 traces for station KRMB.\n", - "-- Saved plot to plots/dask/S3/KRMB_S3.png\n", - "⏱ run completed in 30.13 seconds\n", - " \n", - "\n", - "🔄 Running analysis with DASK\n", - "Making inventory of stations ...\n", - "Filtering the inventory ...\n", - "Found 7 stations within 150 km of (40.369, -124.588).\n", - "- Downloaded 1 traces for station KMR.\n", - "- Downloaded 1 traces for station KMPB.\n", - "- Downloaded 1 traces for station KHMB.\n", - "- Downloaded 1 traces for station KHBB.\n", - "-- Saved plot to plots/dask/S3/KMR_S3.png\n", - "- Downloaded 1 traces for station KRMB.\n", - "-- Saved plot to plots/dask/S3/KMPB_S3.png\n", - "-- Saved plot to plots/dask/S3/KHMB_S3.png\n", - "- Downloaded 1 traces for station KCO.\n", - "-- Saved plot to plots/dask/S3/KHBB_S3.png\n", - "- Downloaded 1 traces for station KCT.\n", - "-- Saved plot to plots/dask/S3/KRMB_S3.png\n", - "-- Saved plot to plots/dask/S3/KCO_S3.png\n", - "-- Saved plot to plots/dask/S3/KCT_S3.png\n", - "⏱ run completed in 18.34 seconds\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import time\n", - "\n", - "# Earthquake parameters (2022 Ferndale Earthquake)\n", - "event_time = \"2022-12-20T10:34:24\" # UTC\n", - "event_lat = 40.369\n", - "event_lon = -124.588\n", - "\n", - "search_radius_km = 150 # You can adjust this as needed\n", - "\n", - "print(f\"\\n🔄 Running analysis without DASK\")\n", - "start = time.perf_counter()\n", - "analyze_earthquake(event_time, event_lon, event_lat, search_radius_km, data_source='S3', use_dask=False)\n", - "elapsed = time.perf_counter() - start\n", - "print(f\"⏱ run completed in {elapsed:.2f} seconds\")\n", - "\n", - "print(' ')\n", - "\n", - "print(f\"\\n🔄 Running analysis with DASK delayed\")\n", - "start = time.perf_counter()\n", - "analyze_earthquake(event_time, event_lon, event_lat, search_radius_km, data_source='S3', use_dask=True, method='delayed')\n", - "elapsed = time.perf_counter() - start\n", - "print(f\"⏱ run completed in {elapsed:.2f} seconds\")" - ] - }, - { - "cell_type": "markdown", - "id": "feed6258", - "metadata": {}, - "source": [ - "How much time it has saved you while processing with `dask`?" - ] - }, - { - "cell_type": "markdown", - "id": "f8404dac", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question:** We only employed dask while looping over stations. Is there any other place in the function `analyze_earthquake` where you can employ dask too to make things even faster?*" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.6" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/drafts/aa_cloud-101/trad_vs_cloud-SAGE.ipynb b/docs/content/drafts/aa_cloud-101/trad_vs_cloud-SAGE.ipynb deleted file mode 100644 index 9ac9849..0000000 --- a/docs/content/drafts/aa_cloud-101/trad_vs_cloud-SAGE.ipynb +++ /dev/null @@ -1,1553 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "b172cbbb", - "metadata": {}, - "source": [ - "---\n", - "# **Traditional vs Cloud: Geophysics with GeoLab**\n", - "\n", - "### **Workflow with SAGE data**\n", - "\n", - "This notebook walks you through a side-by-side comparison of traditional geophysical research workflows versus a modern, cloud-optimized approach using SAGE data via EarthScope’s GeoLab platform. By exploring a real-world waveform data analysis task in both paradigms, we illustrate key differences in speed, scalability, and user experience. GeoLab provides a unified, cloud-native environment where researchers can access open datasets, run compute-heavy routines, and share reproducible results—streamlining geophysical research from start to finish.\n", - "\n", - "##### 🔹 **Why this matters?** \n", - "\n", - "Geophysics research is shifting. While traditional workflows have long supported foundational science, they often come with constraints like:\n", - "- Manual file downloads from FTP servers\n", - "- Limited local storage and processing capacity\n", - "- Time-consuming serial operations\n", - "- Barriers to sharing and reproducibility\n", - "\n", - "Cloud-native platforms like **GeoLab**, combined with SAGE’s ARCO-optimized data in AWS S3, transform that experience:\n", - "- Immediate access to waveform datasets from the cloud\n", - "- Elastic computing resources that scale to your task\n", - "- Parallel data processing without manual overhead\n", - "- Built-in reproducibility for collaborative science\n", - "\n", - "This notebook shows you the difference—in performance and usability—you can feel.\n", - "\n", - "##### 🔹 **What you will do?** \n", - "\n", - "This notebook demonstrates both approaches using real-world seismic data from the Northern California Earthquake Data Center ([NCEDC](https://ncedc.org/index.html)), a partner archive in the SAGE data ecosystem.\n", - "\n", - "1. **🚶 Traditional**: Download full files via FDSN web services using ObsPy.\n", - "\n", - "2. **☁️ Cloud-Optimized**: Stream data objects directly from the NCEDC AWS Public Dataset via S3.\n", - "\n", - "##### 🔹 **What you will learn?** \n", - "By the end of this notebook, you’ll gain a practical understanding of:\n", - "- The advantages and limitations of local vs. cloud-based processing\n", - "- How SAGE’s ARCO-style data layout enhances discoverability and access\n", - "- How to use GeoLab to build fast, scalable, and reproducible workflows for waveform analysis\n", - "\n", - "##### 🔹 **How to navigate throughout this notebook?**\n", - "- This notebook is structured to guide you through a comparative exploration of traditional versus cloud-optimized workflows for accessing and processing seismic waveform data.\n", - "- You’ll follow the same sequence of steps in both approaches—first retrieving waveform data related to a specific earthquake (a data mining task), then applying simple processing techniques to extract useful information. \n", - "- Each section begins with a clear explanation of what you’re about to do and, more importantly, why it matters. These narratives are designed not only to orient you within the workflow but also to build your understanding of broader concepts like data access, scalability, and reproducibility. \n", - "- At the end of each section, you’ll encounter a reflection prompt—a short question meant to encourage deeper thinking about the trade-offs, assumptions, or implications of the methods you’ve just applied.\n", - "\n", - "As you move through the notebook, treat it not just as code to execute, but as a research story to engage with—one that sharpens your scientific thinking and equips you for modern, cloud-enabled geophysics.\n", - "\n", - "Before diving into the notebook, you need to be familiar with\n", - "👉 [SAGE data archive](https://www.iris.edu/hq/sage) || 👉 [SAGE data products](https://ds.iris.edu/ds/nodes/dmc/data/)" - ] - }, - { - "cell_type": "markdown", - "id": "1cba9a7c", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "8406120b", - "metadata": {}, - "source": [ - "## 1️⃣ **Traditional Workflow with ObsPy**\n", - "\n", - "Let’s kick things off by working with real earthquake data! Our first task is to download **seismogram data** from a specific earthquake.\n", - "\n", - "##### **Step 1: Choose an Earthquake**\n", - "For this exercise, we’ll focus on the [2022 Ferndale Earthquake](https://earthquake.usgs.gov/earthquakes/eventpage/nc73821036/executive), a magnitude 6.4 event that struck off the coast of Northern California. It's a great example because it has well-recorded data and is located near stations that contribute to the NCEDC archive.\n", - "\n", - "💡 Feeling adventurous? You’re welcome to choose a different earthquake anywhere in the world. Just make sure the earthquake is close to seismic stations available in the [NCEDC cloud archive](https://ncedc.org/db/cloud.html), so you'll actually be able to find data for it. \n", - "\n", - "*Many other networks also offer data with direct S3 access. If you wish to work with data from a different network, you will need to adjust parameters like bucket name etc later in this exercise.*\n", - "\n", - "☁️ Why This Matters? The real goal of this exercise is to show you how to access seismic data directly from the cloud—no downloads, no local storage. We’ll be using NCEDC’s public cloud storage as our data source.\n", - "\n", - "\n", - "##### **Step 2: Gather key Earthquake Details**\n", - "Before we can download seismograms, we need some essential information about the earthquake itself:\n", - "- Date and Time of the event\n", - "- Latitude and Longitude of the epicenter\n", - "\n", - "These details are critical because they allow us to identify which seismic stations were close enough to record strong ground motion from the event. The closer the station, the better the data quality for analyzing the earthquake’s seismic energy. We’ll use this information to create an inventory of nearby stations with [ObsPy: get_stations](https://docs.obspy.org/packages/autogen/obspy.clients.fdsn.client.Client.get_stations.html)" - ] - }, - { - "cell_type": "markdown", - "id": "5ed8af43", - "metadata": {}, - "source": [ - "📥 Now, go ahead and enter the earthquake details into the code block below:" - ] - }, - { - "cell_type": "code", - "execution_count": 427, - "id": "d0c38d1a", - "metadata": {}, - "outputs": [], - "source": [ - "# Earthquake parameters (2022 Ferndale Earthquake)\n", - "event_time = \"2022-12-20T10:34:24\" # UTC\n", - "event_lat = 40.369\n", - "event_lon = -124.588" - ] - }, - { - "cell_type": "markdown", - "id": "8678b9a2", - "metadata": {}, - "source": [ - "##### **Step 3: Use ObsPy to Find Nearby Stations**\n", - "\n", - "Now that we have the earthquake details, it’s time to use ObsPy to search for seismic stations near the event and visualize their locations." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "35972f0e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Found 41 stations within 200 km of the earthquake epicenter.\n" - ] - } - ], - "source": [ - "search_radius_km = 200 # You can adjust this as needed\n", - "\n", - "# Import necessary libraries\n", - "import numpy as np\n", - "from obspy.clients.fdsn import Client\n", - "from obspy import UTCDateTime\n", - "import matplotlib.pyplot as plt\n", - "from obspy.clients.fdsn.header import URL_MAPPINGS\n", - "\n", - "# set up start and end times for the search\n", - "start_time = UTCDateTime(event_time) - 10 # 10 seconds before the event\n", - "end_time = UTCDateTime(event_time) + 300 # 5 minutes after the event\n", - "\n", - "# Set up the client for NCEDC\n", - "client = Client(\"IRIS\")\n", - "\n", - "# Get inventory of stations within the radius\n", - "inventory = client.get_stations(network='NC', latitude=event_lat, longitude=event_lon, maxradius=search_radius_km / 111.2, # degrees ~km\n", - " starttime=start_time, endtime=end_time, channel='HNE', \n", - " includeavailability=True, level=\"station\")\n", - "\n", - "# Visualize the station locations and the earthquake\n", - "print(f\"Found {len(inventory[0].stations)} stations within {search_radius_km} km of the earthquake epicenter.\")" - ] - }, - { - "cell_type": "markdown", - "id": "dc34e566", - "metadata": {}, - "source": [ - "##### **Step 4: Visualize the stations and earthquakes**\n", - "\n", - "Let's visualize these stations around the earthquake. For that, first we will need the longitudes and latitudes of the stations." - ] - }, - { - "cell_type": "code", - "execution_count": 397, - "id": "b08cf4c3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Map of Seismic Stations and Earthquake Epicenter')" - ] - }, - "execution_count": 397, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Extract (latitude, longitude) tuples for each station in the inventory\n", - "st_latlon = [(station.latitude, station.longitude) for network in inventory for station in network.stations]\n", - "\n", - "# Import necessary libraries for plotting and maps\n", - "import matplotlib.pyplot as plt\n", - "import cartopy.crs as ccrs\n", - "import cartopy.feature as cfeature\n", - "\n", - "# Create a figure and map with Plate Carrée projection (good for global or regional maps)\n", - "fig = plt.figure(figsize=(10, 8))\n", - "ax = fig.add_subplot(1, 1, 1, projection=ccrs.PlateCarree())\n", - "\n", - "# Add basic geographic features for context\n", - "ax.add_feature(cfeature.LAND)\n", - "ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.COASTLINE)\n", - "ax.add_feature(cfeature.BORDERS, linestyle=':')\n", - "\n", - "# Plot station locations if any are found\n", - "if st_latlon:\n", - " lats, lons = zip(*st_latlon)\n", - " ax.scatter(lons, lats, color='red', marker='o', transform=ccrs.PlateCarree(), label='Stations')\n", - "\n", - "# Plot the earthquake epicenter as a blue star\n", - "ax.plot(event_lon, event_lat, marker='*', color='blue', markersize=10, transform=ccrs.PlateCarree(), label='Earthquake Epicenter')\n", - "\n", - "# Add a legend and title\n", - "ax.legend()\n", - "ax.set_title(\"Map of Seismic Stations and Earthquake Epicenter\")" - ] - }, - { - "cell_type": "markdown", - "id": "49461674", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: How did the combination of event metadata (e.g., origin time, epicenter coordinates) and station metadata (e.g., network code, channel availability, station locations) drive each step of your waveform retrieval and mapping process? Reflect on what might happen to your analysis if any piece of metadata were missing, ambiguous, or incorrect.*" - ] - }, - { - "cell_type": "markdown", - "id": "26247d0a", - "metadata": {}, - "source": [ - "##### **Step 5: Select a Station and Read Its Seismogram Using ObsPy**\n", - "\n", - "Now, select one station from the inventory to and use obspy's [get waveform](https://docs.obspy.org/packages/autogen/obspy.clients.fdsn.client.Client.get_waveforms.html) functionality to download and read its MiniSEED (mSEED) waveform data. In the code block below, assign a number between 1 and the maximum number of stations in your inventory. \n", - "\n", - "In the code block below, choose a station by assigning a number between 1 and the total number of stations available in your inventory. We'll use that number to extract the station's details and retrieve its corresponding seismogram.\n", - "\n", - "📦 This is where the traditional data workflow begins—by downloading full waveform files directly from a data center." - ] - }, - { - "cell_type": "code", - "execution_count": 413, - "id": "71a94b4b", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NCEDC: Retrieved 1 traces\n", - "1 Trace(s) in Stream:\n", - "NC.GBL.01.HNE | 2022-12-20T10:34:14.000000Z - 2022-12-20T10:39:23.990000Z | 100.0 Hz, 31000 samples\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# select a station to retrieve data\n", - "selected_station_no = 5\n", - "\n", - "# Select the station from the first network in the inventory\n", - "station_code = inventory[0].stations[selected_station_no-1].code\n", - "station_lon = inventory[0].stations[selected_station_no-1].longitude\n", - "station_lat = inventory[0].stations[selected_station_no-1].latitude\n", - "\n", - "# loop through each repository\n", - "for provider in dict.fromkeys(['IRIS', 'NCEDC', 'SCEDC']):\n", - " client = Client(provider)\n", - " try:\n", - " st = client.get_waveforms(network=\"NC\", station=station_code, location=\"*\",\n", - " channel=\"HNE\", starttime=start_time, endtime=end_time)\n", - " if len(st) > 0:\n", - " print(f\"{provider}: Retrieved {len(st)} traces\")\n", - " print(st)\n", - " break\n", - " except:\n", - " pass\n", - "\n", - "# Create a figure and map with Plate Carrée projection (good for global or regional maps)\n", - "fig = plt.figure(figsize=(10, 8))\n", - "ax = fig.add_subplot(1, 1, 1, projection=ccrs.PlateCarree())\n", - "\n", - "# Add basic geographic features for context\n", - "ax.add_feature(cfeature.LAND)\n", - "ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.COASTLINE)\n", - "ax.add_feature(cfeature.BORDERS, linestyle=':')\n", - "\n", - "ax.scatter(lons, lats, color='red', marker='o', transform=ccrs.PlateCarree(), label='Stations')\n", - "ax.plot(event_lon, event_lat, color='blue', marker='*', markersize=10, transform=ccrs.PlateCarree(), label='Earthquake Epicenter')\n", - "ax.plot(station_lon, station_lat, color='blue', marker='+', markersize=10, transform=ccrs.PlateCarree(), label='Selected Station')\n", - "\n", - "ax.legend()\n", - "ax.set_title('Map of Seismic Stations and Earthquake Epicenter')\n", - "\n", - "tr = st[0] # Making it a trace object\n", - "time_sec = np.linspace(0, np.abs(tr.stats.starttime - tr.stats.endtime), len(tr.data)) # Create time vector in seconds\n", - "\n", - "plt.figure()\n", - "plt.plot(time_sec, tr.data, color='black')\n", - "plt.title(f\"Seismic Trace for {selected_station_no}th station | code: {station_code}\")\n", - "plt.xlabel(\"Time (s)\")\n", - "plt.ylabel(\"Amplitude\")\n", - "plt.grid()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "aadb6a51", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: Imagine you’re a seismic data detective: your metadata (network ID, station code, channel, time window) are the clues, and ObsPy is your multi-repository search engine (IRIS, NCEDC, SCEDC). How does each piece of metadata steer ObsPy toward the right archive and waveform? What might happen if your “clues” were mis-typed—say, an incorrect channel code—or if a repository didn’t have that station? Jot down strategies you could use to validate or enrich your metadata before fetching data, and how you’d handle a missing or mismatched waveform.*" - ] - }, - { - "cell_type": "markdown", - "id": "9896eea4", - "metadata": {}, - "source": [ - "##### **Step 6: Processing the Seismic Trace — From Raw Signal to Meaningful Insights**\n", - "\n", - "Now that we've retrieved a seismic trace from one of the nearby stations, it's time to transform the raw waveform into a scientifically useful signal. This involves a few key preprocessing and analysis steps commonly used in observational seismology. Here's what we'll do next:\n", - "\n", - "**Instrument Correction:** Seismic instruments don't record absolute ground motion directly—they record voltage signals that depend on the instrument’s response characteristics. So, our first step is to remove the instrument response from the raw trace. This correction gives us the signal in physical units (usually velocity or acceleration), which is essential for any quantitative analysis.\n", - "\n", - "**P-wave arrival detection:** Next, we’ll use SeisBench, a powerful deep-learning toolkit for seismic phase picking, to automatically detect the P-wave arrival time. The P-wave (primary wave) is typically the first seismic signal to arrive, traveling fastest through the Earth. Identifying this arrival is critical because it marks the start of meaningful energy in the seismogram.\n", - "\n", - "**Trim the trace:** Once we’ve identified the P-wave arrival, we’ll trim the trace, keeping only the portion of the signal that follows this arrival time. This ensures that we exclude background noise that was recorded before the earthquake waves reached the station, making our frequency and time-domain analyses more accurate.\n", - "\n", - "**Frequency decomposition:** Finally, we’ll analyze the frequency content of the trimmed waveform using a Fast Fourier Transform (FFT). This mathematical tool transforms our signal from the time domain into the frequency domain, revealing what frequencies are present and how strongly they appear." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2dc93a64", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# -------------------------------------------------------------------------------------\n", - "# Instrument Correction - Convert Raw Seismic Trace to Ground Displacement\n", - "# -------------------------------------------------------------------------------------\n", - "\n", - "# Make a copy of the original trace to preserve raw data\n", - "tr_corrected = tr.copy()\n", - "\n", - "# Remove the instrument response to convert counts to ground displacement (in meters)\n", - "# Options: \"DISP\" (displacement), \"VEL\", or \"ACC\"\n", - "tr_corrected.remove_response(inventory=inventory, output=\"DISP\")\n", - "\n", - "# -------------------------------------------------------------------------------------\n", - "# Phase Picking - Detect the P-wave Arrival Using SeisBench PhaseNet\n", - "# -------------------------------------------------------------------------------------\n", - "\n", - "import seisbench.models as sbm # Import model class from SeisBench\n", - "\n", - "# Load the pretrained PhaseNet model (this will download if not cached locally)\n", - "picker = sbm.PhaseNet.from_pretrained(\"original\")\n", - "\n", - "# Use PhaseNet to pick seismic phases from the full stream (st)\n", - "# Adjust thresholds to control sensitivity of detection\n", - "picks = picker.classify(st, batch_size=256, P_threshold=0.075, S_threshold=0.1).picks\n", - "\n", - "# Extract the time of the first detected P-wave (used to slice the trace)\n", - "p_time = picks[0].peak_time\n", - "\n", - "# -------------------------------------------------------------------------------------\n", - "# Slice the Trace Around P-Wave Arrival to Focus on Useful Signal\n", - "# -------------------------------------------------------------------------------------\n", - "\n", - "# Make a fresh copy of the corrected trace\n", - "tr_corr_slice = tr_corrected.copy()\n", - "\n", - "# Slice 1 second before and 120 seconds after the P arrival\n", - "tr_corr_slice = tr_corr_slice.slice(starttime=p_time - 1, endtime=p_time + 120)\n", - "\n", - "# Create time vector for the sliced trace\n", - "time_corr_sec = np.linspace(0, tr_corr_slice.stats.endtime - tr_corr_slice.stats.starttime, len(tr_corr_slice.data))\n", - "\n", - "# -------------------------------------------------------------------------------------\n", - "# Frequency Analysis - Compute Spectrogram Using FFT\n", - "# -------------------------------------------------------------------------------------\n", - "\n", - "from scipy import signal\n", - "\n", - "# Sampling rate of the data\n", - "fs = tr_corr_slice.stats.sampling_rate\n", - "\n", - "# Set window size and overlap for the spectrogram\n", - "nperseg = 400\n", - "noverlap = nperseg - 10\n", - "\n", - "# Compute the spectrogram\n", - "f, t_spec, Sxx = signal.spectrogram(tr_corr_slice.data, fs=fs, nperseg=nperseg, noverlap=noverlap)\n", - "\n", - "# Adjust spectrogram time axis to match slice duration\n", - "t_spec = np.linspace(0, time_corr_sec[-1], Sxx.shape[1])\n", - "\n", - "# -------------------------------------------------------------------------------------\n", - "# Visualization - Raw Trace, Trimmed Slice, and Spectrogram\n", - "# -------------------------------------------------------------------------------------\n", - "\n", - "import matplotlib.pyplot as plt\n", - "\n", - "plt.figure(figsize=(12, 10))\n", - "\n", - "# Plot 1: Full corrected trace\n", - "plt.subplot(3, 1, 1)\n", - "plt.plot(time_sec, tr_corrected.data, color='black')\n", - "plt.title(f\"Corrected Seismic Trace for Station #{selected_station_no} | Code: {station_code}\")\n", - "plt.xlabel(\"Time (s)\")\n", - "plt.ylabel(\"Deformation (m)\")\n", - "plt.grid()\n", - "plt.legend([\"Full Trace\"])\n", - "\n", - "# Plot 2: Sliced trace around P-wave\n", - "plt.subplot(3, 1, 2)\n", - "plt.plot(time_corr_sec, tr_corr_slice.data, color='black')\n", - "plt.axvline(x=0, color='red', linestyle='--', label='P Arrival')\n", - "plt.title(f\"Trace Slice Around P Arrival | Station #{selected_station_no} | Code: {station_code}\")\n", - "plt.xlabel(\"Time (s)\")\n", - "plt.ylabel(\"Deformation (m)\")\n", - "plt.grid()\n", - "plt.legend()\n", - "\n", - "# Plot 3: Spectrogram of the sliced trace\n", - "plt.subplot(3, 1, 3)\n", - "plt.pcolormesh(t_spec, f, np.abs(Sxx), shading='gouraud')\n", - "plt.xlim(0, time_corr_sec.max())\n", - "plt.ylim(0, 5) # Limit frequency for readability\n", - "plt.title(f\"Spectrogram at Station {station_code}\")\n", - "plt.xlabel(\"Time (s)\")\n", - "plt.ylabel(\"Frequency (Hz)\")\n", - "\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "0f97b4fe", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question**: Which step—instrument correction, phase picking, trace slicing, or FFT—would seriously struggle with your laptop’s CPU if you are doing this for 200 stations, and how could moving that work to a cloud-native setup transform your workflow?*" - ] - }, - { - "cell_type": "markdown", - "id": "bbd77a10", - "metadata": {}, - "source": [ - "##### **Wrapping It All Up — Creating a Reusable Seismogram Analysis Function**\n", - "\n", - "Now that we've explored each step of the seismic data analysis workflow—from accessing data and correcting for instrument response, to picking P-wave arrivals and performing spectral analysis—it’s time to combine everything into a single, reusable function.\n", - "\n", - "In practical, real-world research or production workflows, we rarely repeat steps manually for each dataset. Instead, we encapsulate our logic into functions or scripts that can be reused, scaled, and automated. That’s exactly what we’ll do here.\n", - "\n", - "This function will take minimal input, such as:\n", - "\n", - "- The time and location of the earthquake\n", - "- Optional parameters like analysis window or station radius\n", - "\n", - "And in return, it will:\n", - "\n", - "- Automatically access relevant seismic stations\n", - "- Download and process all available seismograms\n", - "- Apply instrument correction, pick P-waves, slice the traces, and generate spectrograms\n", - "- Visualize results for each trace\n", - "\n", - "What makes this function especially powerful is that it supports both traditional and cloud-optimized workflows:\n", - "\n", - "- The FDSN path follows the method you’ve used earlier: querying seismic data through centralized servers and downloading MiniSEED files.\n", - "- The cloud path taps directly into NCEDC’s public S3 storage on AWS, allowing us to stream waveform data on demand—no file downloads necessary.\n", - "\n", - "Don't worry if the cloud portion of the function seems complex. It's perfectly okay to gloss over it for now! Just focus on understanding how the overall structure mirrors the steps we've already gone through manually. We'll go over the cloud-concepts later in this notebook.\n", - "\n", - "The code block below contains the complete function. As you read through it:\n", - "- Look out for familiar steps: instrument correction, P-phase picking, slicing, and spectrogram generation.\n", - "- See how looping over multiple stations replaces the single-station analysis you did earlier.\n", - "- Notice how the function is modular, flexible, and ready to be reused for any future earthquake event with minimal setup.\n", - "\n", - "By the end of this section, you’ll have a ready-to-use tool that not only reinforces everything you've learned so far, but also enables you to scale up your analysis in a clean, efficient, and professional way.\n", - "\n", - "It’s completely okay if the code block above feels a bit overwhelming at first glance. What you’re looking at is a combination of three key functions working together:\n", - "\n", - "- The main function analyzes seismograms from nearby stations after an earthquake.\n", - "\n", - "- The two utility functions help filter stations by checking whether data for each station exists in both repositories — the FDSN service and NCEDC’s S3 archive.\n", - "\n", - "But why is this filtering necessary? Because not all stations are available in both data sources. And since our goal is to compare data across these two storage systems, we must ensure we're analyzing the same set of stations from each.\n", - "\n", - "To make the workflow clearer, take a look at the diagram below. It breaks down how these functions fit together and shows the step-by-step process behind the scenes.\n", - "\n", - "\n", - "\"function_workflow.png\"\n", - "\n", - "\n", - "The following code block is long and has a lot of parts in it, so brace yourself 🙆‍♀️\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7878b141", - "metadata": {}, - "outputs": [], - "source": [ - "# ----------------------------------------------\n", - "# Import Required Libraries\n", - "# ----------------------------------------------\n", - "import os\n", - "import dask.delayed\n", - "import numpy as np\n", - "from obspy import UTCDateTime\n", - "from obspy import read\n", - "from obspy.clients.fdsn.client import Client\n", - "from obspy.core.inventory.inventory import Inventory\n", - "import matplotlib.pyplot as plt\n", - "import cartopy.crs as ccrs\n", - "import cartopy.feature as cfeature\n", - "from scipy import signal\n", - "import seisbench.models as sbm # Import PhaseNet model from SeisBench\n", - "import boto3\n", - "from botocore import UNSIGNED\n", - "from botocore.config import Config\n", - "from botocore.exceptions import ClientError\n", - "import dask\n", - "from io import BytesIO\n", - "\n", - "# ----------------------------------------------\n", - "# Configure S3 Client for Public NCEDC Access\n", - "# ----------------------------------------------\n", - "s3 = boto3.client('s3', config = Config(signature_version = UNSIGNED), region_name='us-west-2')\n", - "BUCKET_NAME = 'ncedc-pds'\n", - "\n", - "# -------------------------------------------------------------------------\n", - "# 📌 Utility Function to check if data is available in repository\n", - "# -------------------------------------------------------------------------\n", - "def station_data_exists(station, eq_time, pre_time, post_time, client: Client, network: str, location: str, channel: str,\n", - " s3_client, bucket_name: str) -> bool:\n", - " \"\"\"\n", - " Returns True only if:\n", - " - FDSN.get_waveforms() delivers at least one trace in [eq_time-pre_time, eq_time+post_time]\n", - " - There's an S3 object at the expected key for that day & station.\n", - " \"\"\"\n", - " # 1) FDSN check\n", - " start = eq_time - pre_time\n", - " end = eq_time + post_time\n", - " try:\n", - " st_temp = client.get_waveforms(network, station.code, location, channel, starttime=start, endtime=end)\n", - " if len(st_temp) == 0:\n", - " return False\n", - " except Exception:\n", - " return False\n", - "\n", - " # 2) S3 check — build the same key you use in your main function\n", - " day0 = eq_time.replace(hour=0, minute=0, second=0, microsecond=0)\n", - " jul = day0.julday\n", - " fname = f\"{station.code}.{network}.{channel}..D.{day0.year}.{jul:03d}\"\n", - " key = f\"continuous_waveforms/{network}/{day0.year}/\" \\\n", - " f\"{day0.year}.{jul:03d}/{fname}\"\n", - " try:\n", - " s3_client.head_object(Bucket=bucket_name, Key=key)\n", - " except ClientError:\n", - " return False\n", - "\n", - " return True\n", - "\n", - "# --------------------------------------------------------------\n", - "# 📌 Utility Function to Filter Inventory Based on Data Availability\n", - "# --------------------------------------------------------------\n", - "def filter_inventory(inventory: Inventory, eq_time, pre_time, post_time, client: Client, network: str, location: str, channel: str,\n", - " s3_client, bucket_name: str) -> Inventory:\n", - " \"\"\"\n", - " Modify `inventory` in place so that each Network only keeps\n", - " those Station objects for which `station_data_exists(...)` is True.\n", - " Networks with zero stations are dropped.\n", - " Returns the pruned Inventory.\n", - " \"\"\"\n", - " # iterate all networks\n", - " kept_networks = []\n", - " for net in inventory.networks:\n", - " kept_stns = []\n", - " for st in net.stations:\n", - " if station_data_exists(st, eq_time, pre_time, post_time, client, network, location, channel,\n", - " s3_client, bucket_name):\n", - " kept_stns.append(st)\n", - " if kept_stns:\n", - " net.stations = kept_stns\n", - " kept_networks.append(net)\n", - "\n", - " inventory.networks = kept_networks\n", - " return inventory\n", - "\n", - "# ----------------------------------------------\n", - "# Load Pretrained Phase Picker (PhaseNet)\n", - "# ----------------------------------------------\n", - "picker = sbm.PhaseNet.from_pretrained(\"original\")\n", - "\n", - "# ----------------------------------------------\n", - "# 🧰 Main Function: Seismogram Analysis Workflow\n", - "# ----------------------------------------------\n", - "def analyze_earthquake(eq_time, eq_lon, eq_lat, radius_km, data_source='fdsn',\n", - " client_name='NCEDC', network='NC', location='*', channel='HHZ',\n", - " pre_time=3, post_time=120, output_dir='plots'):\n", - " \"\"\"\n", - " Analyze seismic waveforms from stations near an earthquake using FDSN or cloud-based access.\n", - "\n", - " This function performs data fetching, instrument correction, P-phase picking,\n", - " waveform slicing, and spectrogram plotting in a scalable way.\n", - "\n", - " Parameters:\n", - " ------------\n", - " eq_time : str or obspy.UTCDateTime\n", - " Earthquake origin time (ISO string like '2022-12-20T10:34:24' or UTCDateTime).\n", - " eq_lon : float\n", - " Earthquake longitude in decimal degrees.\n", - " eq_lat : float\n", - " Earthquake latitude in decimal degrees.\n", - " radius_km : float\n", - " Search radius around epicenter in kilometers.\n", - " data_source : str, optional\n", - " Data source for waveforms ('fdsn' or 'S3', default 'fdsn').\n", - " client_name : str, optional\n", - " Seismic data client (default 'NCEDC').\n", - " network : str, optional\n", - " Seismic network code (default 'NC').\n", - " location : str, optional\n", - " Station location code wildcard (default '*').\n", - " channel : str, optional\n", - " Channel code (default 'HHZ').\n", - " pre_time : float, optional\n", - " Seconds before eq_time to start waveform window (default 10 s).\n", - " post_time : float, optional\n", - " Seconds after eq_time to end waveform window (default 200 s).\n", - " output_dir : str, optional\n", - " Directory to save plots (default 'plots').\n", - "\n", - " Requirements:\n", - " -------------\n", - " - SeisBench PhaseNet picker pre-loaded above.\n", - " - Necessary packages installed: obspy, boto3, utm, numpy, matplotlib, cartopy, scipy, seisbench.\n", - "\n", - " \"\"\"\n", - " # Ensure eq_time is UTCDateTime\n", - " if not isinstance(eq_time, UTCDateTime):\n", - " eq_time = UTCDateTime(eq_time)\n", - "\n", - " # Define waveform time window\n", - " start_time = eq_time.replace(hour=0, minute=0, second=0, microsecond=0)\n", - " end_time = eq_time.replace(hour=23, minute=59, second=59, microsecond=999999)\n", - "\n", - " # Create output directory if it doesn't exist\n", - " os.makedirs(f\"{output_dir}/{data_source}\", exist_ok=True)\n", - "\n", - " # ----------------------------------------------\n", - " # Step 1️⃣: Retrieve Station Metadata\n", - " # ----------------------------------------------\n", - " client = Client(client_name)\n", - " print(\"Making inventory of stations ...\")\n", - " inventory = client.get_stations(network=network, latitude=eq_lat, longitude=eq_lon,\n", - " starttime=start_time, endtime=end_time, maxradius=radius_km/111.2, # Convert km to degrees\n", - " location=location, channel=channel, level=\"response\")\n", - " \n", - " print(\"Filtering the inventory ...\")\n", - " inventory = filter_inventory(inventory, eq_time, pre_time, post_time, client, network, location, channel, s3, BUCKET_NAME)\n", - "\n", - " stations = inventory[0].stations\n", - " print(f\"Found {len(stations)} stations within {radius_km} km of ({eq_lat}, {eq_lon}).\")\n", - "\n", - " # ----------------------------------------------\n", - " # Step 2️⃣: Plot Station Locations on a Map\n", - " # ----------------------------------------------\n", - " st_latlon = [(station.latitude, station.longitude) for network in inventory for station in network.stations]\n", - " \n", - " # Create a plot\n", - " fig = plt.figure(figsize=(10, 8))\n", - " ax = fig.add_subplot(1, 1, 1, projection=ccrs.PlateCarree())\n", - "\n", - " # Add geographic features\n", - " ax.add_feature(cfeature.LAND)\n", - " ax.add_feature(cfeature.OCEAN)\n", - " ax.add_feature(cfeature.COASTLINE)\n", - " ax.add_feature(cfeature.BORDERS, linestyle=':')\n", - "\n", - " # Plot the stations\n", - " if st_latlon:\n", - " lats, lons = zip(*st_latlon)\n", - " ax.scatter(lons, lats, color='red', marker='o', transform=ccrs.PlateCarree(), label='PNSN Stations')\n", - "\n", - " ax.plot(eq_lon, eq_lat, marker='*', color='blue', markersize=10, transform=ccrs.PlateCarree(), label='Earthquake Epicenter')\n", - " \n", - " out_file = os.path.join(output_dir, f\"st_event.png\")\n", - " fig.savefig(out_file, dpi=300, bbox_inches='tight')\n", - " \n", - " # Loop Over Each Station\n", - " for st in stations:\n", - " station_code = st.code\n", - " try:\n", - " # -----------------------------------------------------------\n", - " # Step 3️⃣: # Download waveforms & apply instrument correction\n", - " # -----------------------------------------------------------\n", - " if data_source == 'fdsn':\n", - " st_stream = client.get_waveforms(network=network, station=station_code, location=location,\n", - " channel=channel, starttime=start_time, endtime=end_time)\n", - " if len(st_stream) > 0:\n", - " st_stream.merge(method=1, fill_value='interpolate')\n", - "\n", - " st_stream.trim(starttime=eq_time - pre_time, endtime=eq_time + post_time)\n", - " \n", - " elif data_source == 'S3':\n", - " file_name = f'{station_code}.{network}.{channel}..D.{start_time.year}.{start_time.julday:03d}'\n", - " KEY = f\"continuous_waveforms/{network}/{start_time.year}/{start_time.year}.{start_time.julday:03d}/{file_name}\"\n", - "\n", - " # stream the object from S3 and wrap in a BytesIO\n", - " resp = s3.get_object(Bucket=BUCKET_NAME, Key=KEY)\n", - " data_stream = resp['Body'] # this is a file-like StreamingBody\n", - " buff = BytesIO(data_stream.read()) # read all bytes into an in-memory buffer\n", - " buff.seek(0) # rewind to the front\n", - " \n", - " # now read directly from that buffer\n", - " st_stream = read(buff, format='MSEED')\n", - " st_stream.trim(starttime=eq_time - pre_time, endtime=eq_time + post_time)\n", - "\n", - " print(f\"- Downloaded {len(st_stream)} traces for station {station_code}.\")\n", - " except Exception as err:\n", - " print(f\"- Failed to download waveforms for station {station_code}: {err}\")\n", - " continue\n", - "\n", - " # Skip if no data\n", - " if len(st_stream) == 0:\n", - " continue\n", - "\n", - " # Assuming single trace per station\n", - " tr = st_stream[0]\n", - "\n", - " # Remove the instrument response to convert counts to ground displacement (in meters)\n", - " tr.remove_response(inventory=inventory, output=\"DISP\")\n", - "\n", - " # ----------------------------------------------\n", - " # Step 4️⃣: Pick P-wave Arrivals & Slice Waveform\n", - " # ----------------------------------------------\n", - " picks = picker.classify(st_stream, batch_size=256, P_threshold=0.075, S_threshold=0.1).picks\n", - " if not picks:\n", - " print(f\"- No picks found for station {station_code}.\")\n", - " continue\n", - "\n", - " # Use first P arrival time for plotting\n", - " p_time = picks[0].peak_time\n", - "\n", - " # Slice trace around P arrival\n", - " tr = tr.slice(starttime=p_time - pre_time, endtime=p_time + post_time)\n", - " times = np.linspace(0, (p_time + post_time) - (p_time - pre_time), len(tr.data))\n", - "\n", - " # ----------------------------------------------\n", - " # Step 5️⃣: Compute Spectrogram\n", - " # ----------------------------------------------\n", - " fs = tr.stats.sampling_rate # Sampling rate of the trace\n", - " nperseg = 400 # Window size for the spectrogram\n", - " f, t_spec, Sxx = signal.spectrogram( tr.data, fs=fs, nperseg=nperseg, noverlap=nperseg - 10)\n", - " t_spec = np.linspace(0, (p_time + post_time) - (p_time - pre_time), Sxx.shape[1])\n", - "\n", - " # Plot waveform and spectrogram\n", - " fig = plt.figure(figsize=(10, 8))\n", - " ax1 = fig.add_subplot(2, 1, 1)\n", - " ax1.plot(times, tr.data, linewidth=0.5)\n", - " ax1.set_xlim(0, times.max())\n", - " ax1.set_title(f\"Waveform at {station_code}\")\n", - " ax1.set_xlabel(\"Time (s)\")\n", - " ax1.set_ylabel(\"Deformation (m)\")\n", - "\n", - " ax2 = fig.add_subplot(2, 1, 2)\n", - " pcm = ax2.pcolormesh(t_spec, f, np.abs(Sxx), shading='gouraud')\n", - " ax2.set_xlim(0, times.max())\n", - " ax2.set_ylim(0, 5) # Limit frequency for readability\n", - " ax2.set_title(f\"Spectrogram at {station_code}\")\n", - " ax2.set_xlabel(\"Time (s)\")\n", - " ax2.set_ylabel(\"Frequency (Hz)\")\n", - " fig.tight_layout()\n", - "\n", - " # Save plot\n", - " timestamp = eq_time.strftime(\"%Y%m%dT%H%M%SZ\")\n", - " out_file = os.path.join(f\"{output_dir}/{data_source}/{station_code}_{timestamp}_{data_source}.png\")\n", - " fig.savefig(out_file, dpi=300, bbox_inches='tight')\n", - " plt.close(fig)\n", - " print(f\"-- Saved plot to {out_file}\")" - ] - }, - { - "cell_type": "markdown", - "id": "3461894f", - "metadata": {}, - "source": [ - "Now, we are going to input the time, location and search radius for an earthquake and let the function do its work. It is going to plot the spectrograms in `plots/fdsn/` directory." - ] - }, - { - "cell_type": "code", - "execution_count": 550, - "id": "52633703", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making inventory of stations ...\n", - "Filtering the inventory ...\n", - "Found 72 stations within 500 km of (40.369, -124.588).\n", - "- Downloaded 1 traces for station AFD.\n", - "-- Saved plot to plots/fdsn/AFD_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station BSR.\n", - "- No picks found for station BSR.\n", - "- Downloaded 1 traces for station CADB.\n", - "- No picks found for station CADB.\n", - "- Downloaded 1 traces for station CAG.\n", - "-- Saved plot to plots/fdsn/CAG_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CBP.\n", - "-- Saved plot to plots/fdsn/CBP_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CBR.\n", - "-- Saved plot to plots/fdsn/CBR_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CCOB.\n", - "- No picks found for station CCOB.\n", - "- Downloaded 1 traces for station CGP.\n", - "-- Saved plot to plots/fdsn/CGP_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CLCB.\n", - "-- Saved plot to plots/fdsn/CLCB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CMM.\n", - "- No picks found for station CMM.\n", - "- Downloaded 1 traces for station CMOB.\n", - "-- Saved plot to plots/fdsn/CMOB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CNI.\n", - "-- Saved plot to plots/fdsn/CNI_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CPI.\n", - "-- Saved plot to plots/fdsn/CPI_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CPM.\n", - "-- Saved plot to plots/fdsn/CPM_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CRH.\n", - "-- Saved plot to plots/fdsn/CRH_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CRPB.\n", - "-- Saved plot to plots/fdsn/CRPB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CSL.\n", - "-- Saved plot to plots/fdsn/CSL_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CSPB.\n", - "-- Saved plot to plots/fdsn/CSPB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CSU.\n", - "-- Saved plot to plots/fdsn/CSU_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CTA.\n", - "-- Saved plot to plots/fdsn/CTA_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CVL.\n", - "-- Saved plot to plots/fdsn/CVL_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CYB.\n", - "-- Saved plot to plots/fdsn/CYB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station CYD.\n", - "-- Saved plot to plots/fdsn/CYD_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station GAXB.\n", - "-- Saved plot to plots/fdsn/GAXB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station GCVB.\n", - "-- Saved plot to plots/fdsn/GCVB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station GDXB.\n", - "-- Saved plot to plots/fdsn/GDXB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station HLP.\n", - "- No picks found for station HLP.\n", - "- Downloaded 1 traces for station JBG.\n", - "-- Saved plot to plots/fdsn/JBG_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JBMB.\n", - "-- Saved plot to plots/fdsn/JBMB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JBR.\n", - "- No picks found for station JBR.\n", - "- Downloaded 1 traces for station JELB.\n", - "- No picks found for station JELB.\n", - "- Downloaded 1 traces for station JGR.\n", - "-- Saved plot to plots/fdsn/JGR_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JJO.\n", - "- No picks found for station JJO.\n", - "- Downloaded 1 traces for station JLAB.\n", - "-- Saved plot to plots/fdsn/JLAB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JMGB.\n", - "-- Saved plot to plots/fdsn/JMGB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JPR.\n", - "-- Saved plot to plots/fdsn/JPR_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JPSB.\n", - "-- Saved plot to plots/fdsn/JPSB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JSA.\n", - "-- Saved plot to plots/fdsn/JSA_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JSB.\n", - "-- Saved plot to plots/fdsn/JSB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JSFB.\n", - "-- Saved plot to plots/fdsn/JSFB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JSJ.\n", - "-- Saved plot to plots/fdsn/JSJ_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station JSP.\n", - "-- Saved plot to plots/fdsn/JSP_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KCO.\n", - "-- Saved plot to plots/fdsn/KCO_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KCT.\n", - "-- Saved plot to plots/fdsn/KCT_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KHBB.\n", - "-- Saved plot to plots/fdsn/KHBB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KHMB.\n", - "-- Saved plot to plots/fdsn/KHMB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KMPB.\n", - "-- Saved plot to plots/fdsn/KMPB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KMR.\n", - "-- Saved plot to plots/fdsn/KMR_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KRMB.\n", - "-- Saved plot to plots/fdsn/KRMB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KSXB.\n", - "-- Saved plot to plots/fdsn/KSXB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station LDH.\n", - "-- Saved plot to plots/fdsn/LDH_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station LMC.\n", - "-- Saved plot to plots/fdsn/LMC_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NAPC.\n", - "-- Saved plot to plots/fdsn/NAPC_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NBO.\n", - "-- Saved plot to plots/fdsn/NBO_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NBRB.\n", - "-- Saved plot to plots/fdsn/NBRB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NCC.\n", - "-- Saved plot to plots/fdsn/NCC_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NCT.\n", - "-- Saved plot to plots/fdsn/NCT_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NEA.\n", - "-- Saved plot to plots/fdsn/NEA_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NHC.\n", - "-- Saved plot to plots/fdsn/NHC_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NHM.\n", - "-- Saved plot to plots/fdsn/NHM_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NHS.\n", - "-- Saved plot to plots/fdsn/NHS_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NHV.\n", - "-- Saved plot to plots/fdsn/NHV_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NLH.\n", - "-- Saved plot to plots/fdsn/NLH_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NMI.\n", - "-- Saved plot to plots/fdsn/NMI_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NOLB.\n", - "-- Saved plot to plots/fdsn/NOLB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NPRB.\n", - "-- Saved plot to plots/fdsn/NPRB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NSM.\n", - "-- Saved plot to plots/fdsn/NSM_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NSP.\n", - "-- Saved plot to plots/fdsn/NSP_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NTAC.\n", - "-- Saved plot to plots/fdsn/NTAC_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NTO.\n", - "-- Saved plot to plots/fdsn/NTO_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NTR.\n", - "-- Saved plot to plots/fdsn/NTR_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station NTYB.\n", - "-- Saved plot to plots/fdsn/NTYB_20221220T103424Z_fdsn.png\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Earthquake parameters (2022 Ferndale Earthquake)\n", - "event_time = \"2022-12-20T10:34:24\" # UTC\n", - "event_lat = 40.369\n", - "event_lon = -124.588\n", - "\n", - "search_radius_km = 250 # You can adjust this as needed\n", - "\n", - "analyze_earthquake(event_time, event_lon, event_lat, radius_km=search_radius_km, data_source='fdsn', channel='HNE')" - ] - }, - { - "cell_type": "markdown", - "id": "6e0e58b8", - "metadata": {}, - "source": [ - "Now, we are going to input the same earthquake parameters, but will retrieve the data from S3 bucket. The spectrograms should be in `plots/S3/` directory" - ] - }, - { - "cell_type": "code", - "execution_count": 540, - "id": "cf7fa686", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Found 12 stations within 250 km of (40.369, -124.588).\n", - "- Downloaded 1 traces for station GAXB.\n", - "-- Saved plot to plots/S3/GAXB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station GCVB.\n", - "-- Saved plot to plots/S3/GCVB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station GDXB.\n", - "-- Saved plot to plots/S3/GDXB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KCO.\n", - "-- Saved plot to plots/S3/KCO_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KCT.\n", - "-- Saved plot to plots/S3/KCT_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KHBB.\n", - "-- Saved plot to plots/S3/KHBB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KHMB.\n", - "-- Saved plot to plots/S3/KHMB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KMPB.\n", - "-- Saved plot to plots/S3/KMPB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KMR.\n", - "-- Saved plot to plots/S3/KMR_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KRMB.\n", - "-- Saved plot to plots/S3/KRMB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KSXB.\n", - "-- Saved plot to plots/S3/KSXB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station LMC.\n", - "-- Saved plot to plots/S3/LMC_20221220T103424Z_S3.png\n", - "CPU times: user 8.07 s, sys: 995 ms, total: 9.07 s\n", - "Wall time: 54.6 s\n" - ] - }, - { - "data": { - "image/png": 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AGBQYqNT6tUwm4NK9v462b9qkgbJly2o6CgDAMIrez5w6flg7N6/V7bezSA4AgKL3O+tXz1dQUJB3/jwAABS9n9mydrFq1qymyMjspqMAACyAovcjqSnJ2rZ+hZo2bWA6CgDAIih6P7Jry1olJcRT9ACAv1D0fmTz2iXKkyePKlYsazoKAMAiKHo/suWXxWrSpJ4CAvi2AgDOoRH8ROypY9q3cxOX7QEAf0PR+4mfFn6lwMBA3XILz54HAPw/it4PJCWc0Q9fjlOXLp2UN29u03EAABZC0fuBH7/+SGeT4tW/f0/TUQAAFkPR29yZ2FNa8NUHerDHvSpUqIDpOAAAi6HobW7etHflUrr69n3UdBQAgAVR9DYWc/KIFs36RI8/3k158nBvHgDwTzyP3oZOHDmg8CzZNHPCawoPD9WTTz5oOhIAwKIoehtJSozXR8N7auPPC//a98YbQ3iADQDgkih6G9n080JvyY8Z81+FhoYqd+6catKEBXIAAJdG0dtIXMwJ76I4d9/dwfvMeQAALofBeDZSqERZpaWlaevW301HAQDYBEVvI0VuLC+Xy6V16zaYjgIAsAmK3kbCwrMoqvAN2rBhi+koAACboOhtJiQ0XKmpaaZjAABsgqK3mbTUFIWGhpiOAQCwCYreZsKzRmrLlh2mYwAAbIKit5l6Le/RokXLtWPHLtNRAAA2QNHbTLWGbRSZK6/eeON901EAADZA0dtMcHCobu38pCZPnqGNG7eajgMAsDiK3oYatLpPufMV0vjxk0xHAQBYHEVvQ4FBwSp2U1Vt27bTdBQAgMVR9DaVv/AN2vH7btMxAAAWR9HbVPHSlXXs6DEtXbrKdBQAgIXxCDSbqlCjiW4oW033d+ul557tqaSks94n2pUoUVTNmzdSSAiL6gAAKHrb8jzc5rH/fKjpHwzRwIFDFR6RVW53upISE9SuXUt98slbCgjggg0AOB1Fb2PZInPrgWf+p04Pv6CIbDm85f/byrl6b8ij+u67ed7CBwA4G0XvB7JG5vrr71Xq3qqgoGAdOXLcaCYAgDVwbdcPhYSGKTEx0XQMAIAFUPR+KCQsXElJSaZjAAAsgKL3QyEhYUpIoOgBABS930lPT1diwhkFBzP8AgBA0fudA7s2KS7mpBo2rGM6CgDAAih6P7Np7WJlyZJFNWtWNR0FAGABFL2f2bJmkRo1qsvKeAAAL4rejyScidHOrb+oWbMGpqMAACyCovcjW9ctV3pampo2bWg6CgDAIih6P7JpzSKVKlVSRYsWMh0FAGARFL0fTavbtOZHtWzZyHQUAICFUPR+Ys/2dYo5eUytWjU1HQUAYCEUvZ9Yv3KecuXKpVq1qpmOAgCwEIreT2xYPU8tWzZWYGCg6SgAAAuh6P3A0YO7dWjfDrVp08x0FACAxVD0fmD96nkKDQ1V48b1TEcBAFgMRe8H1q+ap0aN6ypLlgjTUQAAFkPR29yxw/u0c/MatW3T3HQUAIAFUfQ298O0cd7R9h07tjUdBQBgQRS9jZ06flir5k9Tz54PKCIi3HQcAIAFUfQ2Nm/6+8qSJVw9etxrOgoAwKIoepuKPX1cy+dM0mOP3q/s2bOZjgMAsCiK3qZ+/OojBQcF6tFH7zcdBQBgYRS9DcXHxWjJd5/qoYfuU86cOUzHAQBYWJDpALh6i2Z9ovS0FD3xRHfTUawvLU1BK9fIFX1U7qh8Sq1TXWKZYAAOQtHbTFLCGS2cOV7dunVWvnx5TMextOBZcxU+YIgCDkX/tS+9YJQShw9WSruWRrMBgK9w6d5mlnz/uc4mxat374dMR7F8yUd06yXXeSXv4Tp8xLvf8z4AOAFFbyPJZ5P041cf6N577lChQgVMx7GutDTvmbzcbrkueMvldnu34QOHeo8DAH9H0dvI8rmTdSb2lPr0ecR0FEvz3JP3XK6/sOTPL/uAg4e9xwGAv+MevU2kpiRr/vT3dEfHtipevKhOnDipU6dilJCQ4H3NXPr/5xl4l5HHAYCdcUZvE6sWTNep49Hq2+dRDRg4VCVL1lKNGi3UqFF71a3bVrt37/3b8Wlpadq376CcyDO6PiOPAwA7o+htIC0tVfOmjVPbti10000lNWnSDFWr31p9R0xV35FfKs0VpmbN7tKUKTO1desOjR8/SQ0a3K7KlRvrjo49tGXLDjmJZwqdZ3S923Xxi/ee/emFCpybagcAfo6it4G1S2bp6KG9euaZx7Vs2WrFxcaq5i0dVKpiLZWqUFP9XpuuwqWq6rHHnlGdOq3V/9lX5ArPp3t6DtXmbfvVsOFtGjx4uFJTU+UIgYHeKXQeF5b9n68Thw1iPj0AR+AevcUlJcZr1mej1KLlLTpw4LC693haN1Wuq7LVGv51TNbIXHr8xfE6cWS/jh7co+Jlqig84tw9+zot7tT8GR9o7NjXVLFiWXXufLucwDNPPmHCGO/o+/On2Lk98+iHDWIePQDHoOgtbuYnIxQfc1xDh3ykJk06qmzVhnpw4FgFB4f+49jc+Yt4/5zPc1zLTo9r/rR3tX//ATmJp8xTWjdjZTwAjkbRW9iOjT9p0awJGj58sE6fjlFcXJxa3PXERUv+3+zbuVEJ8XGqV6+WHCcwUKn1Hfi/GwD+wD16i0pOStTEN/urZs2b9fDDXbVw4TKFhUeoWMmKV/25tv66TFmyZFH16pUzJSsAwLo4o7eoWRNH69Txw5r11Xt6913PWf0Y1WnWSYFBwVf8OTwfP2fKWK34YYratG6q4OAr/1gAgH+g6C1o99Zf9eNXH2rw4L56880PNHHiNDXv+KjaP/DcFX18zMkjmjP1HS2bPUlZs0Ro4IBeeuSRrpmeGwBgPRS9xaSknNXnb/RXpUrlva89Jd+t32jVbtrR+9rtduvk0QM6uGebd1u0VCUVLl5W6e50nU2M18KZH2vhN+MVHh6q557t6S14Vs0DAOei6C3m+0lv6ejhPXr+2Vf09NMveM/kbyxXQ7OnvK3fN6zWnm2/egfWeQQGBnpXwDtfeHi4ej3ZXb16PazISAoeAJyOoreQ/Ts36odp47xn4h+N/0KFSpSVW2699Ehjb4HXqXOzOvZ9RBUqlFG5cjcpKiqvfvllg3bv3qegoEDvn9q1qyt//rym/6cAACyCoreItNQUffa//ipzUym1a3erhg17S7WadtT86e+rf/+e6tPnMYWHh/3j42rWrOr9AwDAxVD0FjH3y3E6tHeb5s+fpm++maPwiKzavm6ZmjVvpIEDn5LrEuu2AwDwb5hHbwE7NqzW95PeVO/eD6tIkYKa8OmXKl2prk6dOKLOd91OyQMArhlFb9jJowf14bDHVadOdfXr97i6dHlS8QnJqtH43Jr0pUrdYDoiAMDGKHrDq9+9N+QRZc8Wpo8/fkN9+72otb+s1wPPvKktvy71HnPDDcVMxwQA2Bj36A2a/tEQRe/fofnzvtQnn0zR1Clfq3v/N/XTwq/0y9Jv9dJL/ZUtW1bTMQEANsYZvSEHdm9ReJZIJZ89q7ff/khDh/5Pbe59WlXq3qo1S2ZpwIBeeuqpR0zHBADYHEVvaInboT1v1b7t69SwTRdNnTpTNRrfpjb3Pa2goGBlyRapEydOmo4JAPADXLr3Mc8Stp5nzBctWkT7dqxTUEio+o6YquJlqnhH13uWsg0MDFJ8fILpqAAAP8AZvY9tXrtY29av1JNP9lBgUKDCwrOqVMVacsml1Qtm6J2XeujkscPeR9MCAHC9OKP3ofT0dO/Z/M3Vq+iLKTMVEh6pu3sO0aG92zV+RE8d3LNdNWpU0zvvjFC5cqVNxwUA+AGK3odW/zhD+3dtVsG8N2vNmt/U77VpisgaqcXffeYt+W+/nah69WqajgkA8CNcuveR+LjT+nr8f5UnTy6tXr1Wtz/wrEqUObdGfYmbqv51xg8AQEai6H1k5icjlZaSJLlcKlm+upp2ePiv95bPmaxixYp6V8cDACAjUfQ+mk63bM4k733348dOqP0DAxQQ8P//9LnyFVJ09BHt2bPfaE4AgP+h6DNZWlqqvhg7SGXKllZ09DFVqtVMN5av8bdjPAvlROaOUs+eA73T7wAAyCgUfSZbNGuCdwDeLY3rav/+A7rt/v7/OCYkLFy33t1bP/20VqdPxxjJCQDwTxR9JjoevU/ffj5KPXrcq/DwMGWLzKV8hYr/47idm37WstkTFRIaquzZsxnJCgDwT0yvyyRnkxL0/pBHlD9vbr3wQl9Nn/6tzsSe0gvd66lag3be+/I58xZUzjxRer1/JxUqVECffzZWgYGBpqMDAPwIRZ8JPPfZP/vfMzoRvVfz5n2pyMjs3rP6hg3raNy4T/TjwoVafeSoEhISlDV7Tu/HdO16p5o3b2Q6OgDAz1D0mWDO1LFau/Q7ffrp239b4a5kyRIaNerlv15v2bJDPZ8cqMOHQ9WxY1tDaYEMlJamoJVr5Io+KndUPqV6poxylQowiqLPYBt/XqhZn76u/v2fVLt2Lf/12LJlS2nB/C+VnJys0NBQn2UEMkPwrLkKHzBEAYei/9qXXjBKicMHK+Uy/18AkHkYjJeBkhLOaNKYAWrSpIH3efJXwvPEOkoe/lDyEd16yXVeyXu4Dh/x7ve8D8AMij4DffPZKCXFx2j06Ff+tiAO4NfS0rxn8nK75brgLdcf60KEDxzqPQ6A79FGGWTvjg1aPOsTDRzYW0WLFjIdB/AZzz15z+X6C0v+/LIPOHjYexwA36PoM0B6Wpomvz1QZcvepMce62Y6DuBTnoF3GXkcgIzFYLwMsPi7T7Xv94364YepCg4ONh0H8CnP6PqMPA5AxuKMPgMs/Hq8qlWrpJtvrmw6CuBznil0ntH1btfFL9579qcXKnBuqh0An6PoM0CtZp20du1vWrp0lekogO8FBnqn0HlcWPZ/vk4cNoj59IAhFP11roA3Zdx/9O3no72vU1JSTUcCjPDMk0+YMEbuAvn/tt9dMMq7n3n0gDnco78Om9Ys8j6d7pVXnlOXLp2UM2cO05EAYzxlntK6GSvjARZD0V+Hzb8sUdFiRdWr10OmowDWEBio1Pq1TKcAcB4u3V+j1JRkbVm7SHVqVzMdBQCAS6Lor9F3k97wPm/+0UfvNx0FAIBLouivwY6NP2nu1Hc0YEBvVa1a0XQcAAAuiaK/Sonxsfp0VB/VqFFNTz/9iOk4AAD8KwbjXaUp415UYvxpvf/+pwpkNDEAwOIo+quwZvEsrf5xhsaNG6lixYqYjgMAwGVx6f4KnTx2SF+MHaT27Vurc+f2puMAAHBFKPorXAFv4pvPKVu2cI0e/bJcl1jTGwAAq+HS/RWugOdZHGfixHdZ/Q4AYCuc0V/Bs+ZnfjJcderUUKtWTUzHAQDgqnBGfxlrl32nA7u36uP3v+SSPQDAdjijv8y9+fnT31PjW+qrevUqpuMAAHDVKPp/sXXdcu37faOe6s1DawAA9kTR/4v5099VxYrl1ahRXdNRAAC4Jtyjv4T9Ozdp8y9L9cEHo7k3DwCwLc7oL3Fv/uuPh6t48WJq376V6TgAAFwzzugvYuNPP/4xb36cgoL4JwIA2Bdn9BdITUnW9A9fVaNG9dSqVVPTcQAAuC6crl5g0axPdDx6n/479W3uzQMAbI8z+vOciT2l2ZPfUo8e96pcudKm4wAAcN0o+vOcOnZQCfFxuv32W01HAQAgQ1D05ylQtLSCgoK1adPWix+QlqagZasVPG2Wd+t5DQCAlXGP/jxxMSeUmpqi/Pnz/uO94FlzFT5giAIORf+1L71glBKHD1ZKu5Y+TgoAwJXhjP4829ev9G7r1av5j5KP6NZLrvNK3sN1+Ih3v+d9AACsiKK/YG37MmVKK0+e3P+/My3NeyYvt1sXjsF3ud3ebfjAoVzGBwBYEkX/hzMxJ/XL0m/VsWPrv+0PWrnGe7n+UhPtPGUfcPCw9zgAAKyGov/D0tkT5ZJb3bvf87f9ruijV/TxV3ocAAC+RNFLSklO0pLvPlPnzu2VO3euv73njsp3RZ/jSo8DAMCXKHpJc6a+ozOxJ9Wr14P/eC+1TnXv6Hr3JVbJ8+xPL1TAexwAAFbj+KI/cmCXfvhynHr3ekglS5b45wGBgd4pdB4Xlv2frxOHDfIeBwCA1QQ4/XG0U8a9oIIF8qtfv8cveZxnnnzChDFyF8j/948vGOXdzzx6AIBVOXrBnE1rFmrLr8s0ZcoHiogI/9djPWWe0rqZd3S9Z+Cd556893I9Z/IAAAtzdNEHBJwr6Vy5clzZBwQGKrV+LVmSZ3lefgkBAFzA0UVfpkp95c5fSBMmTFX16lVkVyzPCwC4FEffow8IDFTd5p01ffq3io2Nkx2xPC8A4N84uug96rS4S2fPnvWWve2wPC8A4DIcX/Q58xRQhRpN9MGHE5WcnGw6zlVheV4AwOU4vug9Wt3dSzt27NYzz7zsnXJnFyzPCwCwdNHv3Byix1sX9W5NKn5TFd3ba5g++2yq3ntvguyC5XkBAJYu+kXfZDu3nXVua1KdZp3UvOOjGjRomObPXyI7YHleAIBli/5MTIB+WR7h/fsvyyK8r01r/8BzKl/9FnXv8bS2bftdlsfyvACAyzDWrqsWZJE7/dzfPVvPaytMt+v+7JuKzF1Ad9/9mE6ePCWrY3leAMC/cbmvYPRZbGysIiMjNXraRoVHXP1l9tPHAzXw/kJ/25cnKkXHoz3r9XjOPN3KE5Wq49HBfztm2KcHlSOP76eGHY/ep5F9blfliqU1Y8Z4BQf/PZclsTIeADhKbGycihWrppiYGGXPnt3sGf1HI3L/Y9//l7yH64/XF3zcyH9+nC/kiSqqhwe9p1Wr1mr06HdlC38sz5vSqd25ZXopeQCAr4q+3q3xCgp2e64fnLf3H0u8nPdXt/f4ei3jZUqpCjVVunJdbd68zVgGAABssdZ97abxKlbqrN59Na+OHQ6SO/1SS7xIrgC38hVM1aODj6lA0VSZFBIarvj4BKMZAACwxWA8T2k/PyZa1er/e3He3CBBz78VbbzkPULDIhQfn2g6BgAA9hh1HxrmVqmKZy+4hH8el1ulKpxVSJg1VqcLCYvQGc7oAQA25vPpdft2hCjgr6/q/tvWs3/f72ZXyTtfaFi4EhI4owcA2JfPi373thClp7kUEOAZcCc1bR/r3Xpee/bv2mqdog+LyKbjx49znx4AYFs+LfqUZOnI/nNz0vMW9NyzP6xOj5z2bvMUOHdP3vO+5zgrqNHoNiUmntXw4W+ZjgIAgPWLPvmsSwWLpahO8zN/G3D350C92s3OqGDxFKUkX3pUvi/lK1RCbe59Wu+887HWrdtoOg4AANZcGe986enn7sVf6/u+lpaaohFP36bICOnHH6fZY5U8AIDfi7XSynh/+4KX+YpWKnmPwKBg3dd7hDZv3qqxY8ebjgMAwFWxWK1aU7HSlVS2WkN99/0C01EAALgqFP0VXr7fu32dGjaobToKAABXhaK/Ajs2rtaZ2NNq27a56SgAAFwViv4KrFsxVwULFlSVKhVMRwEA4KpQ9JeRnp6uDat/ULt2zeRyWWPaHwAAV4qiv4x9O9br5LFotW3bwnQUAACs+Zhau1+2z5kzp2rXvvnaPkFamoJWrpEr+qjcUfmUWqe6FBiY0TEBALgoiv4ydm/7RQ0a1FJQ0NX/UwXPmqvwAUMUcCj6r33pBaOUOHywUtq1zOCkAAD8E5fuLyN633aVK1f6mko+olsvuc4reQ/X4SPe/Z73AQDIbBT9v4g9fVyxp0+qTJmSV/eBaWneM3m53bpw+J7rjxWHwwcO9R4HAEBmouj/xenjh73bkydPX9XHee7Jey7XX2qMvqfsAw4e9h4HAEBmouj/ReES5VTrlg7q1+9FffLJF1f8cZ6Bdxl5HAAA14rBeP8iIDBQ9/cbrfBskerT5wWdOhWjPn0evezHeUbXX4krPQ4AgGtF0V9GQECA7nr0JWXJmkOvvPK69uzZr4ceulcVKpS95AI6nil0ntH1noF3f96TP5/b5ZK7YNS5qXYAAGQiLt1fAU+ht+3SR50ff0XTZ8xRw4a3q2rVZpo+/duLf0BgoHcK3Z+lfr4/XycOG8R8egBApqPor0Ljdt00YtJa9RrymbLlu1G9ej2vffsOXPRYzzz5hAlj5C6Q/2/7PWfynv3MowcA+ILL7b7IteULxMbGKjIyUqOnbVR4RDafBLO6pIQzevXxZqpaqZQmTRqnkJCQix/IynjWwvcDgJ+IjY1TsWLVFBMTo+zZs1/yOO7RX6OwiKy6u+dQvfvqw2rUuIPeenOIatSo+s8DAwOVWr+WiYi4ACsVAnAiLt1fh4o1m2rgm98qKS1MLVt21nPPvaK4uDOmY+EiWKkQgFNR9Nep8A3l1H/U1+r40GBN+HSaatdpo7lzF5qOhfOxUiEAB6PoM2i+fdMOD+mFcfOUM6qU7r77ET344NM6evS46WhgpUIADkfRZ6Dc+Yuo5ysT1L3/G5q3YKVq1rpVEydO0xWMd0QmYqVCAE5G0WfCnPuat3TQf95doDLVmurJJweqffsHtHv3XtPRHIuVCgE4GUWfSbJG5tIDz/zPO+d+8/b9qlu3rd58832lpKSYjuY4f65UeOHiRX/y7E8vVICVCgH4JYo+k5Wr1lCD3/lB9Vp10SuvjFLNmq00bdospaenm47mHKxUCMDBKHofCA2LUKeHX9DzY2Yre/5SevjhvmrYsL1++GER9+99hJUKATgVK+MZsHPzGn0zYaS2b1it2rVr6MUX+6l27ZtNx3IGVsYD4LCV8Sh6Qzz/7JvXLvYW/r6dm3T77a307ruvKSws1HQ0AIAfFT2X7g2Ozi9fvbGee/Nb73S82XMW6v5uTyo5Odl0NACAH6HoLfC8e890vEdf+EALF65Q9+5PMzIfAJBhKHoLjc5/ZNC73gF6Dz/cT6mpqaYjAQD8AEVvsYfkPDhgrL79dp4ef+I5pbH2OgDgOlH0FlOlbkt1f/YtzZj+rXr1ep759gCA68Lz6C3o5gZtlJaarE9e7+O9h//880+pYMEo07EAADZE0VuUZ4BeWmqqJr41wPtgnPLly6ply8Zq3ryRqlevrKAgvnUAgMtjHr3Fxced1uZflmjTzwu1ee0ixcWc9H4vmjatr+bNG6tZswbKkye36ZgAAIvOo+e00OKyZMuhGo1u8/5JT0vT3h3rtXHNQv2yZqFmzOjvnY9fr14t3X//nWrXriUL7gAA/oYzehuLPXVMG39eqNU/Ttf29asUmSNSne+6XT179lDRooVMxwMAZCKWwHWYIwd2acUPU7Rq/peKCA/WnNmTVKxYEdOxAACZhCVwHSZ/4RvUocdAPf/2bLkDwnTbbd108OBh07EAAIZR9H4mMld+9R46SfFn03V7+wd09Ohx05EAAAZR9H4oV75C3rI/cSpe7ds/oFOnTpuOBAAwhKL3U/kKFlfvoZ/rwKFjuqPjg957OQAA56Ho/ViBoqXVa8hn2rFjr/r2/Y/pOAAAAyh6P1fkxgpqfV8fzZw5R8eOnTAdBwDgYxS9A9Rq0kGugEBNnjzDdBQAgI9R9A5ZXa9K3Vs1cdJXpqMAAHyMoneIwjeUU3T0EdMxAAA+RtE7yOXXQAQA+BuK3iE8D7+5gtWOAQB+hqJ3UNEDAJyHoneInHkL6UxcnH79dYPpKAAAH6LoHaJq3VtVsGgp9e49WHv37teSJSs1e/YCnT171nQ0AEAmCsrMTw7rCAgMVPdn39LY/3RTlSpN/tqfI0cO3XVXO/Xq9bAKFy5gNCMAIOPxPHqHOX08WtvWr1DhEuXkCgjQqvnTtHrBNCUnxatXrwfVp89jCg8PMx0TAJBBz6On6KGkhDOa++U7WvDVh7q5WiV98cV7iozk+wwA/lD03KOHwiKy6vZuz+rpYZO1YdMOtW3bRSdOnDQdCwCQASh6/OWGsjerz/Ap2n/wqO7q/KgSEhJNRwIAXCeKHn9TqEQZPf7ix9q8ebu693hKqamppiMBAK4DRY9/KFa6kh4aOE4L5i9Vv34vsaIeANgYRY+LKl+9se57aoQ+/XSKRox423QcAMA1Yh49LqlOs046fSJaI0a8pt179mnkiBcUGXnpkZ0AAOvhjB7/6ta7eqpbv9H69rsfVbtOG/3441LTkQAAV4Gix2UfhlO7aUcNGjtXuQqUUseOPdSv34sM0gMAm6DocUVy5S2oJ1/9THf3HKJPPvlCH3zwmelIAIArQNHjqs7uG7XpqoZtumro0Dd16FC06UgAgMug6HHV2nXtp6DQCA0aNMx0FADAZVD0uGoRWSN1x4OD9PXX3zM4DwAsjqLHNanRuL1uqlRH/Z55WUlJPNMeAKyKosc136/v/MSr2r/voMaM+cB0HADAJVD0uGYFipZSszse0euj3tW6dRtNxwEAXARFj+vS6p5eiipSSs2b36kRI8YoOTnZdCQAwHkoelyX0LAI9R/1lVrc+YRee+0dNWnSSevXbzIdCwDwB4oe1y0oOMQ75e65N2YqNtGlpk076e23x5uOBQCg6JGRitxYQc/+b6bqt+6iF18coW3bfjcdCQAcj6JHhp/d3/Hg88qVr5BefnmU6TgA4HgUPTJccHCobru/v2bPnq+VK9eYjgMAjkbRI1Pc3LCdipWqqBf+M1Jut9t0HABwLIoemSIgIEDtuw/U2jW/atasuabjAIBjUfTINGWq1FOFGo310sujlJKSYjoOADgSRY9MdfsDA7Rn915NmDDVdBQAcCSKHpmqcImyqt20k14dMloLFy4zHQcAHIeiR6br9MgLKlKyqjp1elCjR7+r9PR005EAwDEoevjk+fVPvPSxbu38pF59dZS6dOmpmJg407EAwBEoevhEQGCgd5ncx1/8SIuX/qQmTe7Qpk3bTMcCAL9H0cOnKtVqpufemKVkd5gaNrxNd9/zqObNW8zlfADIJBQ9fC5fweLqP3qm7u45VFt2HNFddz2kqlWb6Y033lNsLJf0ASAjBWXoZwOuUEhomBq0ulf1b71Hu7f9qiXffa7/DhujLVt/13vvvmY6HgD4Dc7oYZTL5dINZarpgX6j1ea+Pvpm5hzO6gEgA1H0sIyat7TX2bNnWTIXADIQRQ/LyJmngHfZ3EmTvjIdBQD8BkUPS6nVpKNWrPhJ+/YdMB0FAPwCRQ9LqVy3pYKCQzR79gLTUQDAL1D0sJSw8CwqXbG25sxZaDoKAPgFih6WU75GEy1f8bPOnIk3HQUAbI+ih+VUrNlEKcnJWrx4hekoAGB7FD0sJ2+BYspXsJiWL//JdBQAsD2KHpYUGhah1NQ00zEAwPYoeliSOz1dgYH85wkA14ufpLCktLRUBQXxKAYAuF4UPSwpJDRcR44cMx0DAGyPooclVajVXN9/v0AJCYmmowCArVH0sOwDbuLj4zV3LgvnAMD1oOhhSfkKFleJm6po2rRvTUcBAFuj6GFZRUtV0u49+03HAABbo+hhWcGhYUpKOms6BgDYGkUPywoLz6rjx08oJibWdBQAsC2KHpZVu2lHpaW59eSTA3XixEnTcQDAlih6WFbu/IV1b+8R3kfWlilbX927P6X16zeZjgUAtkLRw9JubtBGwz77Se0fGKCVP2/RHXc8qNOnY0zHAgDboOhheVkjc6lph4fUZ8QUJSSe1SuvjDIdCQBsg6KHbUTmyq/buvXXxx9P5hG2AHCFKHrYSsM296tk+erq1XuQUlNTTccBAMuj6GErAQEB6vjQC9q9a48WLVphOg4AWB5FD9spVrqyChYtpcmTZ5iOAgCWR9HDdlwul25u2E5zf1hsOgoAWB5FD1vKGplbiQkJpmMAgOVR9LClsIisSk9P17FjJ0xHAQBLo+hhS2WrNVBAYKBmzpxjOgoAWBpFD1vKFplbJcvX0KJFy01HAQBLo+hhW2ER2ZhLDwCXQdHDttzp6d4R+ACAS6PoYVtut9u7gA4A4NL4KQnbcrvTFRDAGT0A/BuKHjbm5tI9AFwGRQ/bcqdz6R4ALoefkrAtN2f0AHBZFD3syzvqnv+EAeDf8FMSNj+jN50CAKyNooet79F7ptgBAC6NoodtFS1VST/MW6ITJ06ajgIAlkXRw7ZadHrMc5teo0e/ZzoKAFgWRQ/byhqZS006PKwPP5qogwcPm44DAJZE0cPWmnZ4UKFhERo5cqzpKABgSRQ9bC08Ipta3NlTEydO086de0zHAQDLoehhe43adlVkrnx6fdQ7pqMAgOVQ9LC94JAwlaxQS3v3HDQdBQAsh6KHX0hLS1NQUKDpGABgORQ9/EJ6WqqCg4NMxwAAy6HoYXue1fGOHNip3Llzmo4CAJZD0cP2tv22Qof2blfXrneajgIAlkPRw/YWffOxypQtrfr1a5mOAgCWQ9HD1nZu+lm/rZqn3r0e5Nn0AHARFD1sKz09XV++/7IqV66gzp3bm44DAJbEMGXY1uoF07V3xwaN+36yAgL4nRUALoafjrClpIQz+mbCSHXo0EZ16lQ3HQcALIuihy3NmfqOEuNj9PLLz5qOAgCWRtHDdo5H79OPX3+op556WEWKFDQdBwAsjaKH7Xz98XDv4ji9ez9sOgoAWB5FD1s5eeyQfln2vZ57tqeyZIkwHQcALI+ih62smj9NYWFh6tixrekoAGALFD1sNW9+9fxpat++lbJly2o6DgDYAkUP2/h942odPbxXXbp0Mh0FAGyDoodtLJ87RSVuKM68eQC4ChQ9bCExPlbrVsxW1y6dWNMeAK4CRQ9b+HnRN0pNSdbdd7OmPQBcDYoetrBq/lQ1a95IBQrkNx0FAGyFooflxZ4+rt3bftOdndqZjgIAtkPRw/JOHTvs3d54Y3HTUQDAdih6WN7pE9HeLZftAeDqUfSwvJgTRxQYGKi8eXObjgIAtkPRwxZn9Hnz5vWWPQDg6lD0sEXRFyjIZXsAuBYUPSwv5uRRFSqYz3QMALAlih6WF3fqqPLnp+gB4FpQ9LC8M7GnlCdPLtMxAMCWKHpYmtvt9hZ9rlw5TEcBAFui6GFpyWcTlZJ8VjlzUvQAcC0oeljamZiT3m2uXDlNRwEAW6LoYWnxcae829y5KXoAuBYUPSwtPva0d8s9egC4NhQ9LO3MH2f03KMHgGtD0cPS4mNPKjg4WFmzZjEdBQBsiaKHpZ2JPa2cuXLK5XKZjgIAtkTRw9KSEuK8c+kTE5NMRwEAW6LoYWm1mnRQTEycnnp6sLfwAQBXh6KHpRW5sYK6PDVSX06dqbff/sh0HACwnSDTAYDLqdH4dh3cvVUvvfSaypYtrWbNGpqOBAC2wRk9bOG2+59R+eq3qMeDfXTixLnV8gAAl0fRwxYCAgPV+t6nFBcbq4MHD5uOAwC2QdHDNtLTUr3boKBg01EAwDYoethGWuq5og8OZmgJAFwpih62kTUyl3f7yiujFBd3xnQcALAFih62UaBoKT06+H3Nm79U/fu/bDoOANgCRQ9bqVDjFgUGBat48SKmowCALVD0sJUdG1Yr4Uys2rRpZjoKANgCRQ9bWf/TfEXmiPQunAMAuDyKHrZSqHgZxcXGqW3brtq//5DpOABgeRQ9bKX+rfeoz4ip+n3PYTVvcZdS/5hyBwC4OIoetlOyfA09+NxYHYk+ol9+2WA6DgBYGkUPWypWqpIismbX4sXLTUcBAEuj6GHbte9LV6qjhQtXmI4CAJZG0cO2ylSprzVr1unMmXjTUQDAsih62LroU1JStHLlGtNRAMCyKHrYVr5CJZQ7X0EtXszlewC4FIoetuVyuVS6cj3u0wPAv6DoYfvL95s3b9XRo8dNRwEAS6LoYWtlqtZXQECAZs9eYDoKAFgSRQ9by54jj/esfurUb0xHAQBLouhhezVv6aAVK35i7XsAuAiKHrZXuU4LhYSGafr0WaajAIDlUPSwvbCIrKpcu4W+mPKN3G636TgAYCkUPfxC/Vb3atvW7Xr55ddNRwEAS6Ho4Rc8697f+ciLevPN9/XWWx+YjgMAlhFkOgCQUZq076EzsSf14osjlStXDnXpcqfpSABgHEUPv9Kuaz/Fx53SU08NVo4ckWrbtoXpSABgFJfu4XfL4nZ+7BVVq99GPR7soyVLVpqOBABGUfTwy2fVd+s3WqUq1Na99z6uX35ZbzoSABhD0cMvBQWH6JHB7ylXVHE9N2CI6TgAYAz36OG3QsMilCtfYWUPTzAdBQCM4Ywefu1E9B7dcEMx0zEAwBiKHn7tbFKiZn4zV1999T2r5gFwJIoefu3pYV+o0I3V1KPHU+p050M6deq06UgA4FMUPfxarnyF9OgL7+vxFz/S8uU/a/z4yaYjAYBPUfRwhEq1mqlireb6euZc01EAwKcoejhG1XqttHHDJu3evdd0FADwGYoejlGh+i0KDQvXN99wVg/AOSh6OEZIWLjK3dxYX389x3QUAPAZih6OUr3RbVq3boM2bdpmOgoA+ARFD0epXLu5InPl1aefTjEdBQB8gqKHowQGBat20zv1xZSZSkhINB0HADIdRQ/HqXfr3YqNidXMmbNNRwGATEfRw3HyFiimmyrX1eTJX5uOAgCZjqKHI9VofLuWLVulQ4eiTUcBgExF0cOxi+d47tfPmPGd6SgAkKkoejhSRNZIVazZRFOnzjIdBQAyFUUPR8+p37Bhk/bvP2Q6CgBkGooejlWiTDXvdsOGLaajAECmoejhWDlyRylbZE5t3LjZdBQAyDQUPRzL5XKpcIlyWs8ZPQA/RtHD0QrdWF7rfuWMHoD/oujhaMVLVdbBgwd19Ohx01EAIFNQ9HC0xIQ4BQQEKCDAZToKAGQKih6OtmbxN2rQoI7y5MltOgoAZAqKHo51+sQRbV+/Up06tTEdBQAyDUUPx/p50dcKCg5Wu3YtTUcBgExD0cOR0tJSteTbT9WhQ2tFRmY3HQcAMg1FD0f6beVcHT9yQD2feMB0FADIVBQ9HCc9LU3zpr2revVqqVKl8qbjAECmCsrcTw9Yz5ypY7Xv9416542JpqMAQKbjjB6OsmvLWn036Q317fu46tSpbjoOAGQ6ih6OkRgfq49fe0rVqlXSc889aToOAPgEl+7hGF+884ISz5zShx9MUFAQ/+kDcAZ+2sHvnTiyX6sWzNBPC7/We++9rmLFipiOBAA+Q9HDby2bM1kLZryv6AO7vOvZP/RwV9111+2mYwGAT1H08FuekfWekh8+fLDuvrsDC+MAcCQG48Fv3d7tWeXMk19z5i5S9uzZTMcBACMoevitLNkidV/vkVq0cJk+/niy6TgAYARFD79WvnpjNWh1nwYPHq59+w6ajgMAPkfRw++17/6cEhMTtWLFz6ajAIDPUfTwexFZIxUSGqZTp06ZjgIAPseoezhC9hx5NPadT3To0BG1bt2M5W8BOAZn9HCE+/v9T8XKNdDEyd+qdet7NGrUONORAMAnOKOHI5SqUNP7x+1267tJb2rIkNHevz/zzBOmowFApqLo4Sgul0tt73vaux06dLTOnj2rgQOf8q6cBwD+iKKHI7W59ykFB4fq9deHafPmHXr33ZHKli2r6VgAkOE4jYFjtbjzMT3+4kdauGilmjW/S7t27TUdCQAyHEUPR6tUq5me/d9Mxcan6ZYmd2jBgqWmIwFAhqLo4XhRRUqq/+ivVbT0zbrrrof05pvvewfqAYA/oOiBPxbVefw/H6nFnY/rpZdeU69ez1P2APwCRQ/8ISAw0PvEu65Pv6aJE6dp5sw5piMBwHWj6IEL1G1xl6rUban+/V/RqVOnTccBgOtC0QMX0fnxV5WQlKxBg4aZjgIA14WiBy4iR+786tDjeU2ePENffz3bdBwAuGYUPXAJ9VrerWr1W6t7997q1+9FxccnmI4EAFeNogcuwbNM7kMD39E9PYfq84kz1LBRe61d+5vpWABwVSh64DJl37BNFz0/ZrbcQdnVsmVnjRw5RqmpqaajAcAVoeiBK5C/8A3q99p0tez8pEaMHKuWt96jw4ePmI4Fu0tLU9Cy1QqeNsu79bwGMhpFD1yhwKBgtevSV/1em6Y9+46odev7tG/fQdOxYFPBs+Yqe6XGytqui7I83Ne79bz27AcyEkUPXKUbylRTnxFTFX/Wrdat79Xu3TwMB1fHU+YR3XrJdSj6b/tdh49491P2yEgUPXAN8kQV9ZZ9mitMrVrfp+3bd5qOBLtIS1P4gCGS2y3XBW+5/lh2OXzgUC7jI8NQ9MA1ypmngJ4ePkVBYZHey/hjx47XsWMnTMeCxQWtXKOAQ9H/KPnzyz7g4GHvcUBGoOiB6xCZK5+eHjZFJSrU00svj1K5cvV1331PaPbsBYzMx0W5oo9m6HHA5QRd9ggA/yprZC49+NwYnYk9pTWLZ2rlvC91772PKX9Ufn391ccqU6aU6YjO5hnZvnKNtzjdUfmUWqe6FBhoLI4nQ0YeB1yOy30Fz+KMjY1VZGSkRk/bqPCIbJf9pIDT7d+5UR8Nf1I3FM2j776b6J2PD9/zDGrz3A/3XCr/U3rBKCUOH6yUdi3NhEpL846u9wy8+/Oe/PncLpfcBaMU+9tCo7+QwPpiY+NUrFg1xcTEKHv27Jc8jkv3QCYocmMFdX5iiFau/FnDh7+lxMQk05Ecx7Ij2wMDvb9o/Fnq5/vzdeKwQZQ8MgxFD2SSslXrq+WdT+j1UeNUpWpTvffeBCUlnTUdyxksPrLdczUhYcIYuQvk/9t+z5m8Z7+xqw3wS1y6BzLZ0UN7NPuLMfrpxxnKmy+vvpj8rqpUqWA6ll/zrDLnWYDmcs7M+lyp9WvJGIuNH4C9cOkesIh8BYurW99RevG9HxUcnlN9+72k9PR007H8mm1GtgcGen/RSOnU7twvHJQ8MgFFD/hIvkIldOdjL+vXX37TjBnfmY7j1xjZDvw/ih7wodIVa6tKnZZ66aXXGaCXiTyXwD2j6y8c7PYnz/70QgXOXSoH/BxFD/hY++4DFB19VOPGfWI6iv9iZDvwF4oeMPDI20btuunVV0epabM79fbbH/EUvEzAyHbgHEbdAwakpaZo7dLv9Ouy77Vp7SKlJJ9V1WqVdUeHVrrvvo7KmTOH6Yj+g5HtcPioe4oeMCwxIU4bVi/4q/Tz58ujzz8fq8qVy5uOBpP4BQWXwfQ6wCY8vzzXvKW9Hn3hfb30/kIFReRWy5adNXnyDNPRYIhn1T7PMrmetQCyPNzXu/W85jn1uBYUPWAhufIVUt+RX6paw9v0xBPP6dlnX+EpeA5j2aV7YVsUPWAxwSFh6vr0a7q75xB9NH6S7r3vcZ05E286FnzB4kv3wp4oesCCPE+7a9Smq3q+9LGWLvtZbdrc552SB//muSfvedLepZ516Cn7gIOHvccBV4qiByys3M2N1G/kNO0/dELNmt2pLVt2mI6ETGSbpXthKxQ9YHGFbyin/qO/VkBopFq07KzFi1eYjoRMwtK9yAwUPWADOfMUUJ+RX6poqarq1OlBRuT7KZbuRWag6AEbTcN74qXxqtW0k3dE/siRb5uOhIzG0r3IBBQ9YCOBQcG6r/dwtej0mIYNe1MnTpw0HQkZjKV7kdEoesCGI/KrN2rn/fu0abN0BYtbwmY8ZR67fpHOzPpc8R+M9m5jf1tIyeOaUPSADRUqXta7mt6AAUPUtm0Xbd3KaHy/Exio1Pq1lNKpnXfL5XpcK4oesKGAwEB17/+meg35TDv3HlWDBrcxQA/ARVH0gI2Vq9ZQg8bOVeW6rfT888MUExNrOhIAi6HoAT9YMvfOR15QYtJZvfHG+6bjALAYih7wA5G58qtJ+4c0btwnOnTBw1AAOBtFD/iJ5p0eVUhYFg0ZMtp0FAAWQtEDfrSgzm3dntXkyV9pyJD/Me0OgFfQuQ0Af1D/1nuUEBejUaOGKTk5WS+//Kx33j0A56LoAT/T4s7HFBQSqjFjXtLZs8kaPnwwZQ84GEUP+KEmt3dXcHCI3n/7ee+Z/ahRLysggDt1gBNR9ICfatD6Pu/a+BPefFbJySl6662hCmR1NcBxKHrAj9VtcZeCgkM0YXRfFS9eWP37P2k6EgAf41oe4Oc8a+LXbtpRX0z5hpH4gANR9IADVKl7q3bt3K1HHumnZctWm44DwIcoesAByle/RR16DNTy1ZvVrl0XPfPMS0pKOms6FgAfoOgBB/CMuG/R6TG98O4C3dNzqD79bJqaNu2kPXv2mY4GIJNR9ICDeObTN2zTRc/97xsdPnpaI0e+bToSgExG0QMOVKhEGVWt30bLl68xHQVAJqPoAYcqVaGm9u3brwMHDpuOAiATUfSAQ91YvoZ3+8wzL2rduo2m4wDIJBQ94FDZInOrW7/R+mX9Tt1ySwe1bdtFc+cuZK494OSV8ZISzmReEgA+V7lOC1Ws2VQbfpqvxd9M0N13P6K2bVto5Mj/KEuWCNPxAPyLuLgr62SX+wp+fU9KSlKJEiUUHR19RZ8UAABkvqioKO3evVthYWHXV/R/lr3nKVgAAMAaQkJC/rXkr6roAQCA/TAYDwAAP0bRAwDgxyh6AAD8GEUPAIAfo+gBAPBjFD0AAH6MogcAQP7r/wBafQ+UZrMm0wAAAABJRU5ErkJggg==", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "analyze_earthquake(event_time, event_lon, event_lat, radius_km=search_radius_km, data_source='S3', channel='HNE')" - ] - }, - { - "cell_type": "markdown", - "id": "db87ad24", - "metadata": {}, - "source": [ - "---\n", - "\n", - "Now, we are going to learn how you accessed the data from the S3 bucket over the cloud." - ] - }, - { - "cell_type": "markdown", - "id": "e0feb54b", - "metadata": {}, - "source": [ - "## 2️⃣ **Cloud Optimized Workflow**" - ] - }, - { - "cell_type": "markdown", - "id": "6d9b0739", - "metadata": {}, - "source": [ - "Now, let’s walk through the same workflow—but this time, we’ll be pulling the data from Amazon AWS in the cloud. There are some clear perks to working with data this way. Cloud platforms are built to give you the speed, flexibility, and scalability that today’s research really needs. Instead of being limited by your laptop or a local server, you can quickly spin up powerful computing and storage resources whenever you need them, scale things up or down easily, and only pay for what you actually use.\n", - "\n", - "Here’s a breakdown of the key building blocks in a cloud-optimized setup:\n", - "\n", - "- **Compute Power**: With [Amazon EC2](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/concepts.html) (Elastic Compute Cloud), you get access to virtual machines that function just like remote high-performance computers. Whether you're running Python scripts to pick seismic phases, processing waveforms, or testing automated detection algorithms, EC2 lets you scale your compute resources — more CPUs, more memory, or even GPUs — whenever you need them. It’s like upgrading your laptop on demand.\n", - "\n", - "- **Data Storage**: [Amazon S3](https://docs.aws.amazon.com/AmazonS3/latest/userguide/Welcome.html) (Simple Storage Service) gives you flexible, object-based storage that’s perfect for seismic datasets. You can store miniSEED files, raw waveform archives, event catalogs, and more — all inside organized “buckets” with features like version control, compression, and tagging. It’s optimized for fast, parallel access from anywhere, which makes it ideal for cloud-based seismic analysis.\n", - "\n", - "- **Scalable Clusters**: Tackling big jobs — like running noise cross-correlation across thousands of station pairs or scanning terabytes of continuous seismic data for events — calls for serious horsepower. That’s where clusters come in. Using tools like AWS Batch, Kubernetes, or even serverless options, you can launch a whole fleet of machines that work together to crunch through the workload. The best part? You can process massive volumes of data in a fraction of the time it would take on a single system.\n", - "\n", - "All of these resources scale up/down in minutes, so you pay only for what you use. \n", - "\n", - "\n", - "\"awsEC2\" \n", - "\"awsS3\" \"awsS3\" \n", - "\n", - "Now, let’s take your step-by-step GeoLab workflow and translate it into cloud-native terms, using core services like EC2 (compute), S3 (storage), and clusters (parallelism & scaling). This helps reveal how cloud resources are invisibly powering the tasks you're doing in the notebook.\n", - "\n", - "**Launch a server on GeoLab**: GeoLab lets you spin up a virtual server in the cloud, powered by Amazon EC2. Think of it as renting a high-performance computer that lives in a data center — but with the flexibility to configure it exactly the way you want.\n", - "\n", - "- You can choose the amount of memory, CPU power, and storage based on your needs.\n", - "- While GeoLab handles the setup behind the scenes, it's actually launching an EC2 instance under the hood that matches your selected specs.\n", - "- EC2 is designed to be elastic -- meaning resources will automatically scale up or down as your workload changes. Depending on your chosen server configuration, 'Extra' compute resources on your instance may be shared with other users to maximize resource utilization efficiency and minimize compute costs.\n", - "\n", - "**Open Jupyter + Download miniSEED Files**: Once your server is running, you can launch a Jupyter Notebook right from your browser and begin working with seismic data.\n", - "\n", - "- When you download waveform data (e.g., miniSEED files) from cloud-hosted repositories, you're often pulling that data directly from Amazon S3 — Amazon’s object storage system.\n", - "- Each miniSEED file is stored as an object in an S3 bucket, complete with metadata like station code, channel, and time range.\n", - "- Downloading it is just like grabbing a neatly packaged file from the cloud and bringing it into your EC2 instance for analysis.\n", - "\n", - "**Analyze and Plot → Compute + Optional Cluster Mode**: Now that the waveform data is local to your virtual machine, you can process it just like you would on your laptop — only faster and more scalable.\n", - "\n", - "- For smaller tasks, like filtering or plotting data from a few stations, a single EC2 instance works great.\n", - "- For larger-scale processing — say, running STA/LTA detection across thousands of stations or cross-correlation workflows — you can scale up by launching a compute cluster.\n", - "- Clusters consist of multiple EC2 instances working together, coordinated via tools like AWS Batch, Dask, or other distributed frameworks to handle big jobs efficiently.\n", - "\n", - "\"aws_workflow.png\"\n", - "\n", - "*Because many networks and organizations (like Earthscope, NCEDC) are using object storage in AWS S3, even if you do not intend to use it for your own storage, you will most likely interact with cloud-hosted data at some point in the future.*\n", - "\n", - "---\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "6703e3ec", - "metadata": {}, - "source": [ - "\n", - "\n", - "### **1. Cloud storage: objects vs local files**\n", - "\n", - "Cloud storage isn’t just about “uploading files to the internet” — it represents a whole new way of organizing, accessing, and thinking about data.\n", - "\n", - "Services like Amazon S3 use what’s called object storage. Unlike traditional file systems, object storage treats each file as an independent, self-contained object — bundling together the raw data, descriptive metadata, and a unique identifier.\n", - "\n", - "Here’s a quick breakdown:\n", - "\n", - "🔷 Bucket: Think of this as your personal storage space — like the top-level directory in a filesystem, but without rigid folder structures. It’s a flat namespace where all your objects live.\n", - "\n", - "🔷 Object: The heart of the system. An object contains:\n", - "\n", - "- The actual data (your file contents)\n", - "- Metadata (like timestamps, content type, or custom tags)\n", - "- A unique key (its full “name” or address within the bucket)\n", - "\n", - "Each object is self-sufficient — there are no folders or parent-child dependencies. And the object key is for human readability and doesn't have any implications for the machine. The key is essentially a human-friendly name—just a string the service uses to look up a blob. Machines don’t “understand” or optimize based on the key’s meaning; they treat it as an opaque identifier, not a schema or directory. Slashes in keys don’t create real folders, and the key’s wording doesn’t affect how the data is stored or retrieved (beyond simple string-prefix features like listing, lifecycle rules, or access policies you define). Good key design helps you with organization and discoverability; it doesn’t give the system extra hints about performance or semantics.\n", - "\n", - "🔷 File: A file only exists on your local system when you download or write an object. Until then, it’s just an object in the cloud.\n", - "\n", - "In short: when you upload to S3, you’re storing a data+metadata package (an object) inside a named bucket, and referencing it with a unique key. This structure makes cloud data highly scalable, searchable, and accessible — ideal for modern, distributed workflows.\n", - "\n", - "***Traditional storage vs Object Storage⤵️***\n", - "\n", - " \"cloudStorage\" \n" - ] - }, - { - "cell_type": "markdown", - "id": "45997e28", - "metadata": {}, - "source": [ - "> *⭕ Reflection Question: How could adopting object storage reshape the way you design, scale, or automate data-intensive workflows — especially in projects where flexibility, traceability, and interoperability are key?*" - ] - }, - { - "cell_type": "markdown", - "id": "9c2be2f7", - "metadata": {}, - "source": [ - "In the function `analyze_earthquake` that we defined before we downloaded data from [NCEDC's S3 open bucket](https://ncedc.org/db/cloud.html). It is your time to revisit the function and investigate the code lines where we accessed the S3 bucket. At the very beginning we first configure the NCEDC's S3 client for public access. For that we used `boto3`.\n", - "\n", - "Think of `boto3` as your personal cloud gatekeeper — it opens the door to AWS securely and reliably. It simplifies the use of AWS services by providing a set of libraries that are consistent and familiar for Python developers.\n", - "\n", - "- Load your AWS credentials from a config file or environment variable\n", - "- Create authenticated sessions that other libraries can use\n", - "- Interact with AWS services in a Pythonic way — no low-level REST calls\n", - "\n", - "It handles all the gritty details of signing requests, managing credentials, and retrying fallen network calls, so you can focus on your data rather than on AWS plumbing.\n", - "\n", - "To simply put `boto3` is a collection of classes, code, helpers, scripts, aka [SDK](https://en.wikipedia.org/wiki/Software_development_kit) that calls AWS [APIs](https://en.wikipedia.org/wiki/API) for you. You may need to add authentication through `boto3` for other datasets that may require it.\n", - "\n", - "To learn more 👉 [Boto3](https://boto3.amazonaws.com/v1/documentation/api/latest/index.html)" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "20b116c7", - "metadata": {}, - "outputs": [], - "source": [ - "# Import boto3 library\n", - "import boto3\n", - "from botocore import UNSIGNED\n", - "from botocore.config import Config\n", - "\n", - "# ----------------------------------------------\n", - "# Configure S3 Client for Public NCEDC Access\n", - "# ----------------------------------------------\n", - "\n", - "# Define configuration for accessing the NCEDC Public S3 Bucket\n", - "# This tells boto3 not to sign requests (since it's a public bucket)\n", - "ncedc_config = Config(signature_version=UNSIGNED)\n", - "\n", - "# Create an S3 client using the config\n", - "# Region 'us-west-2' is where the NCEDC bucket is hosted\n", - "s3 = boto3.client('s3', config = ncedc_config, region_name='us-west-2')\n", - "\n", - "# Define the bucket name (constant for NCEDC)\n", - "BUCKET_NAME = 'ncedc-pds'\n" - ] - }, - { - "cell_type": "markdown", - "id": "878b43d1", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "26406013", - "metadata": {}, - "source": [ - "### **2. ARCO-style data concept**\n", - "\n", - "Now that you've seen where your files are stored in the cloud, let's talk about how they're stored — because how you store data directly affects *how fast* and *how well* you can use it.\n", - "\n", - "This is where the **ARCO** concept comes into play:\n", - "\n", - "**Analysis-Ready, Cloud-Optimized.**\n", - "\n", - "- **Analysis-Ready** means the data is organized in a way that promotes immediate use — it’s clean, structured, and self-describing, making it easy to analyze or combine with other datasets without needing complex pre-processing.\n", - "\n", - "- **Cloud-Optimized** means the data is stored in a format that takes full advantage of the cloud: it's designed for fast, scalable, and parallel access — ideal for modern data workflows.\n", - "\n", - "In short, ARCO ensures that your data isn’t just in the cloud — it’s ready to go the moment you need it.\n", - "\n", - "In ARCO storage design, each data object is immutable and self descriptive. Objects are addressed by a `bucket + key` combination and always carry associated metadata (e.g., upload timestamp, tags, or user-defined metadata such as station name or observation type). This model supports robust indexing, reproducibility, and easy parallel access.\n", - "\n", - "The following code block below demonstrates how ARCO-style data principles apply in the context of downloading GNSS observation data. Two key ideas are central:\n", - "\n", - "- **Immutable time-sliced objects:** Data is downloaded or referenced using a precise time window — usually in ISO 8601 format.\n", - "\n", - "- **Self-describing metadata:** Observation parameters such as constellation and GNSS observation codes are explicitly defined and embedded, allowing clients to handle data without needing external schema lookups." - ] - }, - { - "cell_type": "markdown", - "id": "7da58e8d", - "metadata": {}, - "source": [ - "The data in the `ncedc-pds` bucket is structured in a predictable and systematic way, making it easier to programmatically browse and access seismological waveform data. Here's what you need to know:\n", - "\n", - "**Folder structure (Key Prefixes)**\n", - "\n", - "At the top level, you will find a directory named: `continuous_waveforms/`\n", - "\n", - "Under this directory files are organized by:\n", - "\n", - "- Network Code – The seismic network identifier (e.g., `CI`, `NC`, etc.)\n", - "- Year – A 4-digit year (e.g., `2024`)\n", - "- Day of Year (DOY) – A 3-digit number from `001` to `366` representing the Julian day\n", - "\n", - "So the full path (or object key) to any given file looks like:\n", - "\n", - "`continuous_waveforms/Network_Code/YYYY/YYYY.DOY/FILE_NAME`\n", - "\n", - "**File details**\n", - "- Each file represents one full day of continuous waveform data starting at 00:00:00 UTC\n", - "- Files are typically in MiniSEED format, commonly used for time series data in seismology\n", - "\n", - "Each file follows this structure:\n", - "`[Station].[Network].[Channel]..D.[Year].[DayOfYear]`\n", - "\n", - "Example filename: `CMB.NC.BHZ..D.2024.067`\n", - "Where:\n", - "- `CMB` = Station code\n", - "- `NC` = Network code\n", - "- `BHZ` = Channel code\n", - "- `D` = Denotes daily data\n", - "- `2024` = Year\n", - "- `067` = Day of year (Julian date)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "70881cde", - "metadata": {}, - "outputs": [], - "source": [ - "# Import libraries\n", - "from obspy import UTCDateTime\n", - "from io import BytesIO\n", - "\n", - "# Define target seismic station info\n", - "station_code = 'GAXB' # you can put any name from the station list that you gathered waveforms for using function 'analyze_earthquake'\n", - "network = 'NC'\n", - "channel = 'HNE'\n", - "\n", - "# Define event parameters (Ferndale Earthquake - Dec 20, 2022)\n", - "event_time = UTCDateTime(\"2022-12-20T10:34:24\") # UTC timestamp\n", - "\n", - "# Construct the filename using the MiniSEED naming convention\n", - "# Format: [Station].[Network].[Channel]..D.[Year].[DOY]\n", - "file_name = f\"{station_code}.{network}.{channel}..D.{event_time.year}.{event_time.julday:03d}\"\n", - "\n", - "# Construct the full object key (path) to the file in S3\n", - "KEY = (\n", - " f\"continuous_waveforms/{network}/\"\n", - " f\"{event_time.year}/{event_time.year}.{event_time.julday:03d}/{file_name}\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "0c5a0486", - "metadata": {}, - "source": [ - "---" - ] - }, - { - "cell_type": "markdown", - "id": "fb39c8d2", - "metadata": {}, - "source": [ - "### **3. Object read (streaming)**\n", - "Welcome to one of the most powerful benefits of cloud-optimized data: streaming directly from object storage.\n", - "\n", - "Unlike traditional workflows where files must be downloaded in full, streaming allows you to:\n", - "\n", - "- Open the data objects remotely on S3\n", - "- Stream only the data slice you need, directly into memory\n", - "- Avoid local storage entirely — nothing is written to disk\n", - "- Work in real time, ideal for scalable, parallel pipelines\n", - "\n", - "This is a complete reversal of the \"download-then-analyze\" mindset. Instead, think: \"slice-on-the-fly\" and \"analyze-while-streaming\"." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "0a00fb4d", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1 Trace(s) in Stream:\n", - "NC.GAXB..HNE | 2022-12-20T10:34:24.000000Z - 2022-12-20T10:36:24.000000Z | 100.0 Hz, 12001 samples\n" - ] - } - ], - "source": [ - "# Stream the object from S3 using unsigned public access\n", - "resp = s3.get_object(Bucket=BUCKET_NAME, Key=KEY)\n", - "data_stream = resp['Body'] # StreamingBody from S3\n", - "buff = BytesIO(data_stream.read()) # Convert to in-memory byte buffer\n", - "buff.seek(0) # Rewind to the beginning\n", - "\n", - "# Read waveform data directly from the byte buffer using ObsPy\n", - "st_stream = read(buff, format='MSEED')\n", - "st_stream.trim(starttime=event_time, endtime=event_time + 120) # extract 2 minutes of data\n", - "\n", - "# Output the trace for verification\n", - "print(st_stream)" - ] - }, - { - "cell_type": "markdown", - "id": "b3abf5c8", - "metadata": {}, - "source": [ - "> *⭕ Reflection Question: In a traditional workflow, processing a huge dataset (e.g., 10,000 seismograms) usually means downloading and storing it locally for repeated analysis. In a cloud-optimized workflow, would you still need to download the data—or could you bring the computation to the data instead? Explain your reasoning.*" - ] - }, - { - "cell_type": "markdown", - "id": "0d0ea45a", - "metadata": {}, - "source": [ - "Now, we are going to compare the processing time if we retrieve the data from in a traditional way vs the cloud native way" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "2165e09b", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "🔄 Running analysis using data_source = 'S3'\n", - "Making inventory of stations ...\n", - "Filtering the inventory ...\n", - "Found 7 stations within 150 km of (40.369, -124.588).\n", - "- Downloaded 1 traces for station KCO.\n", - "-- Saved plot to plots/S3/KCO_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KCT.\n", - "-- Saved plot to plots/S3/KCT_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KHBB.\n", - "-- Saved plot to plots/S3/KHBB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KHMB.\n", - "-- Saved plot to plots/S3/KHMB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KMPB.\n", - "-- Saved plot to plots/S3/KMPB_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KMR.\n", - "-- Saved plot to plots/S3/KMR_20221220T103424Z_S3.png\n", - "- Downloaded 1 traces for station KRMB.\n", - "-- Saved plot to plots/S3/KRMB_20221220T103424Z_S3.png\n", - "⏱ 'S3' run completed in 33.71 seconds\n", - "\n", - "🔄 Running analysis using data_source = 'fdsn'\n", - "Making inventory of stations ...\n", - "Filtering the inventory ...\n", - "Found 7 stations within 150 km of (40.369, -124.588).\n", - "- Downloaded 1 traces for station KCO.\n", - "-- Saved plot to plots/fdsn/KCO_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KCT.\n", - "-- Saved plot to plots/fdsn/KCT_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KHBB.\n", - "-- Saved plot to plots/fdsn/KHBB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KHMB.\n", - "-- Saved plot to plots/fdsn/KHMB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KMPB.\n", - "-- Saved plot to plots/fdsn/KMPB_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KMR.\n", - "-- Saved plot to plots/fdsn/KMR_20221220T103424Z_fdsn.png\n", - "- Downloaded 1 traces for station KRMB.\n", - "-- Saved plot to plots/fdsn/KRMB_20221220T103424Z_fdsn.png\n", - "⏱ 'fdsn' run completed in 30.71 seconds\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import time\n", - "\n", - "# Define common parameters\n", - "params = {\n", - " 'eq_time': event_time,\n", - " 'eq_lon': event_lon,\n", - " 'eq_lat': event_lat,\n", - " 'radius_km': 150,\n", - " 'channel': 'HNE'\n", - "}\n", - "\n", - "# Loop over both data sources and time them\n", - "for source in ['S3', 'fdsn']:\n", - " print(f\"\\n🔄 Running analysis using data_source = '{source}'\")\n", - " start = time.perf_counter()\n", - " \n", - " # Run the analysis\n", - " analyze_earthquake(**params, data_source=source)\n", - " \n", - " elapsed = time.perf_counter() - start\n", - " print(f\"⏱ {source!r} run completed in {elapsed:.2f} seconds\")" - ] - }, - { - "cell_type": "markdown", - "id": "14436641", - "metadata": {}, - "source": [ - "When you run this analysis on [GeoLab](https://www.earthscope.org/data/geolab/), EarthScope’s cloud-native infrastructure, data access and processing via S3 is noticeably faster than pulling from an FDSN server. In our tests with seven stations, the cloud workflow finished about 10 seconds sooner." - ] - }, - { - "cell_type": "markdown", - "id": "6e7f0718", - "metadata": {}, - "source": [ - "> *⭕ **Reflection Question:** Why do you think the cloud-based workflow on GeoLab was faster than using the FDSN server? What specific advantages of cloud-optimized data access and processing might be enabling this speedup—and how could that impact the way you design larger-scale analyses?*" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.6" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/drafts/coc_render.ipynb b/docs/content/drafts/coc_render.ipynb deleted file mode 100644 index f7bbb60..0000000 --- a/docs/content/drafts/coc_render.ipynb +++ /dev/null @@ -1,64 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from IPython.display import IFrame, display\n", - "\n", - "url = \"https://wwww.earthscope.org/earthscope-code-of-conduct/\"\n", - "iframe_height = 600\n", - "iframe_width = 800\n", - "\n", - "iframe = IFrame(url, width=iframe_width, height=iframe_height)\n", - "\n", - "display(iframe)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/content/drafts/geolab_CoC_old.md b/docs/content/drafts/geolab_CoC_old.md deleted file mode 100644 index 9dbd54e..0000000 --- a/docs/content/drafts/geolab_CoC_old.md +++ /dev/null @@ -1,41 +0,0 @@ -# GeoLab Code of Conduct - -EarthScope Consortium is committed to providing a safe, productive, and welcoming environment for all participants in EarthScope-sponsored or EarthScope-supported activities, including those of the NSF GAGE and SAGE Facilities. All persons affiliated with or participating in activities are expected to adhere to the highest standards of conduct and to maintain personal and professional integrity as outlined in this Code of Conduct. - -This statement is meant to cover all programming of EarthScope Consortium and NSF SAGE and GAGE Facilities, including meetings and events, as well as those sponsored by organizations or entities other than EarthScope but held in conjunction with EarthScope events or involving EarthScope, NSF GAGE, or NSF SAGE support, in public or private facilities or online. - -## Expected Behavior - -We intend to establish a culture for GeoLab that empowers people to conduct open science using cloud computing resources. Creating that culture requires an open exchange of diverse ideas that are bound by thoughtful guidelines. We seek to balance the openness and transparency of collaborative research that encourages our community to participate against the thoughtless or intentional harmful behaviors that will discourage researchers and cause them to withdraw. - -As we continue to find ways to make this a more welcoming space for our community, please consult the following non-exhaustive list of principles for guidance on expected behavior. - -- Treat others with respect and consideration, value a diversity of views and opinions. -- Be considerate, inclusive, respectful, and collaborative. -- Be kind to others and avoid personal attacks. -- Communicate openly with respect for others, critiquing ideas rather than individuals. -- Be mindful of your surroundings and of your fellow participants. -- Respect the rules and policies of meeting venues, hotels, contracted facilities, or any other venue. -- All communication should be appropriate for a professional audience including people of many different backgrounds. -- Do not insult or put down others. - -## Unacceptable Behavior -- Harassment, intimidation, or discrimination in any form will not be tolerated. -- Sexist, racist, homophobic, transphobic, or exclusionary jokes are not appropriate. -- Physical, written, or verbal abuse of any participant or guest will not be tolerated. -- Other examples of unacceptable behavior include, but are not limited to: - - comments related to gender, sexual orientation, disability, physical appearance, body size, race, religion, national origin - - inappropriate use of nudity and/or sexual images in public spaces or in presentations; - - threatening, stalking, or surreptitiously recording/photographing any participant or guest. - -### Consequences -Anyone requested to stop unacceptable behavior or requested to leave by the senior EarthScope representative is expected to comply immediately. - -Those who violate the standards of professional and respectful conduct may be asked to cease participation in any activity, including but not limited to, the return of loaned equipment and/or cessation of staff field support without warning. - -EarthScope Consortium reserves the right to prohibit attendance or participation at any future meeting, event, or activity. - -### Reporting and Witnessing Behavior -If you experience or witness behavior that constitutes an immediate or serious threat to public safety, or a crime, call 911 immediately. Take actions necessary to maintain your own personal safety first. - -If you are the subject of unacceptable behavior or have witnessed any such behavior, please report it to the EarthScope Consortium Chief Executive Officer (executive-staff (at) earthscope.org), Human Resources (humanresources (at) earthscope.org), or the on-site EarthScope point of contact. \ No newline at end of file diff --git a/docs/content/drafts/markdown-notebooks.md b/docs/content/drafts/markdown-notebooks.md deleted file mode 100644 index a057a32..0000000 --- a/docs/content/drafts/markdown-notebooks.md +++ /dev/null @@ -1,53 +0,0 @@ ---- -jupytext: - formats: md:myst - text_representation: - extension: .md - format_name: myst - format_version: 0.13 - jupytext_version: 1.11.5 -kernelspec: - display_name: Python 3 - language: python - name: python3 ---- - -# Notebooks with MyST Markdown - -Jupyter Book also lets you write text-based notebooks using MyST Markdown. -See [the Notebooks with MyST Markdown documentation](https://jupyterbook.org/file-types/myst-notebooks.html) for more detailed instructions. -This page shows off a notebook written in MyST Markdown. - -## An example cell - -With MyST Markdown, you can define code cells with a directive like so: - -```{code-cell} -print(2 + 2) -``` - -When your book is built, the contents of any `{code-cell}` blocks will be -executed with your default Jupyter kernel, and their outputs will be displayed -in-line with the rest of your content. - -```{seealso} -Jupyter Book uses [Jupytext](https://jupytext.readthedocs.io/en/latest/) to convert text-based files to notebooks, and can support [many other text-based notebook files](https://jupyterbook.org/file-types/jupytext.html). -``` - -## Create a notebook with MyST Markdown - -MyST Markdown notebooks are defined by two things: - -1. YAML metadata that is needed to understand if / how it should convert text files to notebooks (including information about the kernel needed). - See the YAML at the top of this page for example. -2. The presence of `{code-cell}` directives, which will be executed with your book. - -That's all that is needed to get started! - -## Quickly add YAML metadata for MyST Notebooks - -If you have a markdown file and you'd like to quickly add YAML metadata to it, so that Jupyter Book will treat it as a MyST Markdown Notebook, run the following command: - -``` -jupyter-book myst init path/to/markdownfile.md -``` diff --git a/docs/content/drafts/markdown.md b/docs/content/drafts/markdown.md deleted file mode 100644 index faeea60..0000000 --- a/docs/content/drafts/markdown.md +++ /dev/null @@ -1,55 +0,0 @@ -# Markdown Files - -Whether you write your book's content in Jupyter Notebooks (`.ipynb`) or -in regular markdown files (`.md`), you'll write in the same flavor of markdown -called **MyST Markdown**. -This is a simple file to help you get started and show off some syntax. - -## What is MyST? - -MyST stands for "Markedly Structured Text". It -is a slight variation on a flavor of markdown called "CommonMark" markdown, -with small syntax extensions to allow you to write **roles** and **directives** -in the Sphinx ecosystem. - -For more about MyST, see [the MyST Markdown Overview](https://jupyterbook.org/content/myst.html). - -## Sample Roles and Directives - -Roles and directives are two of the most powerful tools in Jupyter Book. They -are like functions, but written in a markup language. They both -serve a similar purpose, but **roles are written in one line**, whereas -**directives span many lines**. They both accept different kinds of inputs, -and what they do with those inputs depends on the specific role or directive -that is being called. - -Here is a "note" directive: - -```{note} -Here is a note -``` - -It will be rendered in a special box when you build your book. - -Here is an inline directive to refer to a document: {doc}`markdown-notebooks`. - - -## Citations - -You can also cite references that are stored in a `bibtex` file. For example, -the following syntax: `` {cite}`holdgraf_evidence_2014` `` will render like -this: {cite}`holdgraf_evidence_2014`. - -Moreover, you can insert a bibliography into your page with this syntax: -The `{bibliography}` directive must be used for all the `{cite}` roles to -render properly. -For example, if the references for your book are stored in `references.bib`, -then the bibliography is inserted with: - -```{bibliography} -``` - -## Learn more - -This is just a simple starter to get you started. -You can learn a lot more at [jupyterbook.org](https://jupyterbook.org). diff --git a/docs/content/drafts/test_image.ipynb b/docs/content/drafts/test_image.ipynb deleted file mode 100644 index fe1c1ea..0000000 --- a/docs/content/drafts/test_image.ipynb +++ /dev/null @@ -1,350 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "d64704ac-b38c-4a14-9869-327b3056d7e7", - "metadata": {}, - "source": [ - "# Test ES-Image\n", - "@timdittmann \n", - "\n", - "Goal of ES image is to support earthscope data processing" - ] - }, - { - "cell_type": "markdown", - "id": "7e0fa20b-7896-4d80-8afa-22c0be4c20a7", - "metadata": {}, - "source": [ - "## Test pygmt" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9e7109c3-ff26-4ae7-8082-c25869903a6a", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "#https://www.pygmt.org/latest/tutorials/basics/coastlines.html#sphx-glr-tutorials-basics-coastlines-py\n", - "import pygmt\n", - "fig = pygmt.Figure()\n", - "fig.basemap(region=\"g\", projection=\"W15c\", frame=True)\n", - "fig.coast(shorelines=True)\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "id": "6f7700e1-0a6f-4603-aae9-f6641efcac42", - "metadata": {}, - "source": [ - "## Test Obspy with IRIS data" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "36ee9cdf-d7ec-4104-aa91-643131fc74c3", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "#https://docs.obspy.org/packages/obspy.clients.fdsn.html\n", - "from obspy.clients.fdsn import Client\n", - "client = Client(\"IRIS\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "57e9b5a6-d2c2-4a26-b5c5-7abeaa4c167f", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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qZa5cuYKePXvi559/RrNmzcT26tWrIyUlBfHx8ShfvjyAgnYcPXq0xTzN9etKlSoZldHS9WaqX5uq77p16zBnzhwcPnwYZcqUMdp/8uRJxMXFib5oDbyM/NpUuyds27YNZcuWRZMmTUzmc/DgQVy7dk2I1JSUFNjZ2SEqKgpffPFFoa4RQwz7WFBQEP744w+xv1WrVgorurX1q1OnjlH0KJkGDRrg6NGjAApcgKpWrYqGDRuaLaMajDHodDrExcUhLy8PsbGxePvtt2FnZ4fKlSujd+/e2L9/P/r162cyD4J4Lng6rugEUXIMHz6cde7cmeXk5Bjt2759O6tUqRK7efMmi4uLYyEhISJaA2MF0R8yMzMZABYTE6OIBjJx4kTWrVs3lpqayo4fP848PDzY1atXVcvAo0isWLGCZWVlsY8++kgRReLTTz9lYWFhLCUlxWJ9kpOTWb169UxOAmWMsTNnzjBXV1cRlcMQc9FRdu3axdLT09nQoUMV0UMGDx7MxowZw7KystjVq1dZhQoVFJOpOPn5+SwuLk58Nm7cyKpVq8bi4uJYfn4+u3jxIjt79izLy8tjSUlJbNCgQaxr164m62Kunc+fP8+8vb3ZP//8w5KTk1mHDh0sRkd5kvrduXOHxcXFsby8PLZ7927m5+fH7t27xxhjFuvz448/skePHjG9Xs8OHDjA3N3dxcTMTz/9lHXq1Ik9fPiQZWdns8mTJ7OmTZuabIsn5fbt2ywgIICtXLlSdX+/fv3Ym2++yTIyMtjWrVsV0VH0ej3LzMxky5YtY506dWKZmZniWrLUrw0xd71Z069l/vjjD+br6yuid6gxfvx4o34uozYx87vvvmMNGzZkDx48YJGRkaqROnr16sVmzJhhtnzp6emK62DAgAHs448/Zo8ePbJ4jRhiqY9dvnyZ6XQ6lpGRwRYtWsTCwsJU87FUv8TERObt7c12797N8vLy2HfffceqVq0qfu/z58+zrKwslpqayiZOnMh69eol8v3999/ZgwcPGGOM/fPPP6xixYps3bp1jDHGzp49yw4ePMiys7OZTqdjU6ZMYRUrVhT5BgYGssWLFzO9Xs/u3LnD6tSpw5YsWWK2fQnieYBEOPFcExMTwwAwJycn5urqKj6HDh0SaebOnct8fHyYp6cnmzRpkuLhValSJQZA8eFkZGSwwYMHM1dXV+bv78/Cw8PNluXEiROsbt26zMnJibVu3VoRQQIAc3R0VJRx9erVqvmsXLmSAVCkdXV1VaSZOHGiInqHIWoinLGC6AhBQUHM2dmZ9ejRQwgxxhh79OgR69u3L9NqtaxSpUps8eLFYt+hQ4eMysDZv3+/IvLD3r17WfXq1ZmLiwsrV64cGzp0KLt//77YP2fOHEUUE0vtvGLFCubn58e0Wi0bNmwYy8rKEvtq166taMcnrd++ffuYv78/c3Z2ZvXr11f0H0v16dOnD/P29mZarZbVrl2b/fDDD2Jfeno6GzVqFCtbtizz8PBg7du3Z5cvX1Ztx3/DzJkzmUajUfSX2rVri/0PHjxgXbt2Zc7Ozqx69epsz549Yt/+/fuNrgG575jr12qYut6s6dcy7dq1Y3Z2doq0b731ltjPI97w6B1qqIlwvV7Pxo8fzzw8PJivry9buHChYn9SUhJzcHBQjaTz1ltvKcogoxYdhWN4jTCm7LuW+tgXX3wh+lj37t3Z7du3xT7Da9NS/fbt28dq1qzJtFota9WqFbtw4YLY98EHHzAPDw/m7u7Ohg4dyh49eiT2ffjhh8zX15e5urqyGjVqKKKbnDx5koWFhTGtVsu8vb1Zly5dFIOnEydOsObNmzN3d3dWvnx5Nn78eJaXl6faVgTxPKFhzMQ7U4IgCIIgCIIgigWamEkQBEEQBEEQJQyJcIIgCIIgCIIoYUiEEwRBEARBEEQJQyKcIAiCIAiCIEoYEuEEQRAEQRAEUcKQCCcIgiAIgiCIEoZEOEEQBEEQBEGUMCTCCYIgCIIgCKKEIRFOEARBEARBECUMiXCCIAiCIAiCKGFIhBMEQRAEQRBECUMinCAIgiAIgiBKGBLhBEEQBEEQBFHCkAgnCIIgCIIgiBKGRDhBEARBEARBlDAkwgmCIAiCIAiihCERThAEQRAEQRAlDIlwgiAIgiAIgihhSIQTBEEQBEEQRAlDIpwgCIIgCIIgSpjnRoQfOnQIPXr0gJ+fHzQaDbZs2VLoPBhjWLBgAWrUqAFHR0cEBARg7ty5RV9YgiAIgiAI4oXG7mkXoKhIT09HaGgoRowYgVdfffWJ8hg/fjx2796NBQsWoG7dukhJSUFiYmIRl5QgCIIgCIJ40dEwxtjTLkRRo9FosHnzZvTu3Vtsy8nJwSeffILw8HAkJyejTp06+O9//4t27doBAK5cuYJ69erh4sWLCA4OfjoFJwiCIAiCIF4Inht3FEuMGDECR48exdq1a3H+/Hn0798fL7/8Mq5fvw4A2LZtG4KCgrB9+3ZUqVIFlStXxujRo5GUlPSUS04QBEEQBEE8b7wQIjwqKgpr1qzB+vXr0bp1a1StWhUTJ05Eq1atsGLFCgDAzZs3cevWLaxfvx6//PILVq5ciX/++Qf9+vV7yqUnCIIgCIIgnjeeG59wc5w+fRqMMdSoUUOxPTs7Gz4+PgCA/Px8ZGdn45dffhHpli9fjoYNGyIyMpJcVAiCIAiCIIgi44UQ4fn5+bC1tcU///wDW1tbxT6tVgsAqFChAuzs7BRCvVatWgCA27dvkwgnCIIgCIIgiowXQoTXr18fer0eDx48QOvWrVXTtGzZEnl5eYiKikLVqlUBANeuXQMAVKpUqcTKShAEQRAEQTz/PDfRUXQ6HW7cuAGgQHR/+eWXaN++Pby9vREYGIihQ4fi6NGjWLhwIerXr4/ExETs27cPdevWxSuvvIL8/Hw0btwYWq0WixYtQn5+Pt599124u7tj9+7dT7l2BEEQBEEQxPPEcyPCDxw4gPbt2xttHzZsGFauXInc3Fz85z//wS+//IJ79+7Bx8cHzZs3x6xZs1C3bl0AQGxsLN5//33s3r0brq6u6Nq1KxYuXAhvb++Srg5BEARBEATxHPPciHCCIAiCIAiCKC28ECEKCYIgCIIgCOJZolRPzMzPz0dsbCzc3Nyg0WiednEIgiAIgiCIFxzGGNLS0uDn5wcbG9P27lItwmNjYxEQEPC0i0EQBEEQBEEQCu7cuQN/f3+T+0u1CHdzcwNQUEl3d/enXBqCIAiCIAjiRSc1NRUBAQFCp5qiVItw7oLi7u5OIpwgCIIgCIJ4ZrDkKl2qRXhhyc3NxenTp3H//n1QUJinh0ajQbly5dCgQQPY29s/7eIQBEEQBEGUOC+MCP/7778xdepUpKamPu2iEP8fNzc3zJkzBy1atHjaRSEIgiAIgihRXggRnpiYiAkTJqBhw4YYN24cqlatana2KlG85Ofn4+bNm/juu+8wceJEbNmyBWXLln3axSIIgiAIgigxXgglum/fPuTn52POnDmoXr06CfCnjI2NDapVq4Y5c+aAMYY///zzaReJIF5IIiIicPbs2addDIIgiBeSF8ISHhMTg8qVK9PkzWcMV1dXVK1aFTExMU+7KATxwpGbm4shQ4agWrVquH79+tMuDkEQxAtHsZqEjx8/DhsbG8yfP191//Dhw+Ho6AitVgutVouQkJBiKUdeXh5NAHxGsbe3R15e3tMuBkG8cKSnpwMocNcjCIIgSp5iE+H5+fmYMGECGjdubDbdrFmzoNPpoNPpcOnSpeIqjiqVK1fGX3/9heHDhxsNFP766y9UrlzZ7PGHDh2CRqPBkiVLFNtXrlwJjUaDH374QWyLj49XhKpp164dbGxscPv2bbGNMYaAgAA4OTkp8vv1118RGhoKFxcX+Pn5Yfz48eIBqsbKlSvh7+8Pd3d3jBgxAjk5OWJfVFQUWrZsCRcXFzRo0ADnzp0zmQ9vH0NmzpyJsWPHKrbJ7RUeHi4GVvzj4uICjUaDQ4cOmTwfQRAlR0ZGBgBAr9c/5ZIQBEG8mBSbCF+2bBmaNm2KWrVqFVme2dnZSE1NVXyeJqtXr4aXlxfCw8ON9nl5eWHu3LnIzc01eXy1atWwZs0a8f3gwYNwdnY2Osdbb72F2bNnIzk5GYcPH8bZs2fRp08f1TCLFy5cwIcffogtW7bgzp07iImJwX/+8x+xf9CgQejcuTOSkpIwcuRI9OnTp8gt0UOGDBEDK/4ZOXIkWrdujZYtWxbpuQiCeDIyMzMBFBhMCIIgiJKnWER4UlISFi1ahJkzZ1pM+8UXX8DHxwctWrSwaCWdN28ePDw8xOdpLlmfk5ODDRs24Ntvv8Xx48eN/JqbNGmCgIAArFixwmQegwcPRkREhPgeHh6OwYMHi+/5+fmYMmUKZs2ahV69esHBwQFVq1bFunXrcPjwYezZs8coz4iICLz22mto1KgRPDw8MH36dKxevRoAEBkZicjISEydOhVOTk547733oNfrcezYsX/ZGubZtGkT1q1bh4iICNja2hbruQiCsA4S4QRBEE+XYhHh06ZNwwcffAAvLy+z6caPH48bN24gLi4O7777Lnr06IE7d+6YTD916lSkpKSIj7m0xc2OHTvg6OiIQYMGoWXLlgoxzZkxY4ZZa3jNmjVha2uLixcvIicnBzt37kTfvn3F/sjISMTGxqJXr16K48qXL49mzZph//79RnlevnwZdevWFd9DQ0MRHR2NzMxMXL58GcHBwXBwcBD769WrV6xuQDExMRg9erRwkSEI4tmAi3A7uxdifj5BEMQzR5GL8DNnzuDEiRMYM2aMxbT169eHl5cXHBwcMGTIEDRv3lzVustxdHQUS9Q/7aXqw8PD0b9/f9jY2OC1115TdUnp1KkTKlasiJUrV5rMZ/DgwQgPD8fOnTvRokULRZ0ePnwIoEB0G1KuXDnVCVU6nU6RB/+fu4UYtpm7uzt0Op35yqqwYsUKeHp6ik+nTp2M0uTm5mLgwIEYOXIkunXrVuhzEARRfPC5IhSylSAI4ulQ5HffgwcP4tq1a6hYsSLKly+PdevWYc6cOVaJ8qf1MLCzszOyVufm5pqMqJKSkoLt27fjtddeAwD069cPkZGRqvF2LVnDBw0ahHXr1iE8PBxDhgxR7PPx8QFQMKnTkPv376NMmTJG27VarcJXnv/PJ0ga+tGnpqZCq9Wqls0cI0aMQHJysvioDZ6mTZsGxhjmzZtX6PwJgihe+FwQtbklBEEQRPFT5Kr3zTffxI0bN3D27FmcPXsWPXv2xPjx4/HFF18Ypd24cSPS09ORl5eHdevW4ciRI+jQoUNRF8kiAQEBuHXrlmJbdHQ0AgMDVdNv2LAB2dnZ6Nu3L8qXL4/Q0FAwxlSt4Z07d0aFChWwatUq1bwqVqyISpUqYd++fXjllVcU+4KDg+Hn54etW7cqtt+/fx9//fUX2rdvb5Rf7dq1ceHCBfH93LlzqFKlCpydnVG7dm1ERkYqBgTnz58vltCQO3fuxPLly7F27VoKD0kQzyBqInzr1q3YuHHj0yoSQRDEC0WRi3AXFxeUL19efJydnaHVauHp6Ynw8HCF4Pvqq6/g5+eHMmXK4Msvv8TmzZsthgUsDl599VVs2rQJhw8fFkuqL1iwQFi6DVm9ejX+7//+D+fOnRODjaVLl2LNmjWqk5xmzJiBr776yuT5ly1bhl27dil8tQGIGOszZszA1q1bkZOTg6ioKAwYMACtWrVSdQEZPHgwfv31V5w+fRopKSmYM2cOhg4dCqBA1AcHB2P+/PnIzs7G4sWLYWtrixYtWpgsW05ODrKyssTHmklc9+7dw7Bhw7Bs2TJUqVLFYnqCIEoetahIvXv3Rr9+/Z5CaQiCIF48it3/Y+XKlfjoo48AFISukycBHjlyBCkpKUhOTsbff/+Nl156qbiLo0qdOnWwfPlyvPfee/D09ETHjh0xcOBAjB49WqQJCQlBeHg47t69i8OHD+Pdd99VDDbeeOMNZGVl4cCBA0b5d+nSBTVq1DB5/urVq5uMp/76669j6dKl+PTTT+Hh4YGWLVsiNDQUW7ZsEXHHtVotDh8+DACoW7cuFi5ciB49esDf3x8BAQH4+OOPRX4RERHYtWsXPD098eOPP2LTpk1iYtbcuXPRtWtXxfnbtm0LZ2dn8dm0aZPF9ly+fDkSExMxfPhwo3jham8LCIIoecgdhSAI4umiYaX4DpyamgoPDw+kpKSYnaQ5d+5cXLlyBf/73/9KsHSENYwYMQJVqlTBp59++rSLQhAvFFu3bkXv3r3h6uoqJmfzgX0pfiwQBEE8dazVpzQtniAI4gWEzw0hwU0QBPF0eGFEOD1onk3odyGIpwO5oxAEQTxdXggRrtVqkZSURA+bZwzGGJKSkp4oRCJBEAXhS+fPn/9E9za1iZkcWkWTIAii+HkhRHjjxo3x4MEDnDx58mkXhZA4ffo0YmNj0aRJk6ddFIIolYwcORJTp07F3bt3C32sORGenZ39b4pFEARBWMELsV5x48aN0bBhQ0yYMAEdO3ZE1apVYWtr+7SL9cKi1+sRHR2NPXv2ICwsDE2bNn3aRSKIUklWVhYA4Pbt2wgICCjUsebcUTIzM+Hs7PzvC0gQBEGY5IUQ4XZ2dli0aBF++eUX7Nu3D4cOHaLXrU8RGxsb+Pr6YsiQIRg2bBgt5kMQTwhfZdhwJVxr4CJcbTVfUyv8EgRBEEXHCyHCAcDZ2RlvvfUW3nrrraddFIIgiCKBGxPS09Mtpv3222/x559/ihV4uQjX6/VgjInwhPI+giAIovh4YUQ4QRDE84ZerwcAEefbHOPGjQMAIbhloZ2XlycW7QLIEk4QBFESvBATMwmCIJ5HMjMzAVhnCedwP3JZhOfm5gpBb7iPIAiCKB5IhBMEQZRS0tLSAFhnCedw4W4owg0t4wRBEETxQiKcIAiilMInZBbGEp6RkQHAvCWc3FEIgiCKn2IT4W+++SYqVKgAd3d31K1bF9u3b1dNl5mZiaFDh8LNzQ2BgYFYs2ZNcRWJIAjiuYLH8y6MJZwLdrKEEwRBPF2KTYR/+OGHiImJQWpqKn7++WcMHToUjx49Mko3Y8YMJCUl4d69e1i7di3efvttXLt2rbiKRRAE8dyQk5MDoHAi3JQlvLhFeGxsLHr37i3cYQiCIF50ik2E16xZE46OjgAAjUaDrKwsxMXFGaX73//+hxkzZsDd3R0tWrRAz549sXbtWtU8s7OzkZqaqvgQBEG8qHBLOJ9sWZhjZKGt1+uNRPmTsmvXLtXyLFq0CFu3bsXff//9xHkTBEE8TxSrT/g777wDZ2dnNG7cGC+//DJq166t2P/o0SPEx8ejbt26YltoaCguXbqkmt+8efPg4eEhPoVdIY4gCOJ5gTEmLOGFWWaeC2xZaBuK8Ce1hCcnJ6Nr16744IMPjPZxC7gcCpEgCOJFplhF+OLFi6HT6bBnzx60bdvWaL9Op4OtrS1cXFzENnd3d5OvVqdOnYqUlBTxuXPnTrGVnSAI4llGFspcjFsDF9+GorsoRDgX2idOnDCZpjCuMwRBEM8zxR4dxdbWFh07dsTevXvxxx9/KPZptVro9XrhowgUzPbXarWqeTk6OsLd3V3xIQiCeBGRhbclSzhjTPyvJsKLyh2Fu6HwlTyvXLmCf/75BwDg4OAAgEQ4QRAEp8RCFObn5yMqKkqxzcvLC+XLl8eFCxfEtnPnziEkJKSkikUQBFEq4cLb3t7eoiVcFunFaQnnIlyj0QAA2rRpg0aNGgF4PBCg8IcEQRAFFIsI1+l0CA8Ph06nQ15eHjZu3Ij9+/ejdevWRmmHDh2Kzz77DGlpafjrr7/w22+/4bXXXiuOYhEEQTw3cOHt5uZmUYTLEyV52ry8PNjb2wMosISrrZiZk5ODxMREq8tkOCFTPpZbx59HEX7+/Hk4OjoiKSnpaReFIIhSRLGIcI1Gg+XLl8Pf3x8+Pj6YO3cuIiIiULduXYSHhyss3bNnz4aHhwcqVKiA/v37Y/HixQgODi6OYhEEQTw3yCLckjuKLI5lS7iTk5P4X80dpVWrVvD19bW6TOaitHAR/jzGIF+7di1ycnJw5syZp10UgiBKEcUyTd3V1RX79u1T3TdkyBAMGTJEfHd2dkZ4eHhxFIMgCOK5hQvvwlrCZRHu6OiItLQ0k9FRTp48WagymYoBnpeXpxqVBSgQ57/99ht69eol3FhKGzy4QGFWLiUIgqBl6wmCIEohXHhrtVqLlnBZ+KpZwi2FKJQndprDlCU8KytLlNdQhG/atAl9+vTB1q1brTrH00av1xvVk7fP82jlJwii+CARThAEUQopjE+4WjhDbgnn/5uLjmKthZeLU+5rLm83JcJ5tJS7d+9adY6nTdOmTdGmTRvFNlN1M0dOTg6F2SWIFxwS4QRBEKWQwviEqwnswljCrV0MiItwwwV5srKyRJ6mhKqNTel4HP3zzz9GbjrcjaYw8drHjRuHwMBAq98yEATx/FE67noEQRCEgsL4hJsS4aYs4YYi3FpxyUW4ra2t0fl59BXDvLkfueExpQkuwgtjCT9w4AAA8iMniBcZEuEEQRClkOL0CTcUk4W1hPNIKBxZhBvmzb8XxopcnNy5cwe3b98u1DG8voWpAx90FCYEJEEQzxckwgmCIEoh5nzC169fj2PHjonv1viEq8UJNzzGElysGx4vW9qfdREeGBiISpUqFeoYU5FfOGPGjEHfvn0V27hwl1eMJgjixaJYQhQSBEEQxYs5n/ABAwYAUI/aIVvCXV1dARRYwuXwgE9qCefnkQU93/6sWMKHDRuG06dPK1ZqtkRMTAzq1KmDyMhIsY0xJtpMXtxIjZ9++slk3s/K4IMgiJKHRDhBEEQpRPYJz8/Ph16vh62trZEABtRFeG5ursISzlHLw1qhaMrv25xPeEmL8F9++aXQx2zbtg3p6emK9S/kFUctiXA1+ERUEuEE8eJC7igEQRClENknHHgsyhMSEozScpHo5OSkOjFT9gl3dHSEXq9X+HUX1hJemt1R1FBbREjNfacwEzOfZDInQRDPFyTCCYIgSiGGIpx/j4uLM0rLRaKLi4sQfXq9XjU6iqOjo5GPeFFawp8VEf4koQHlgYlaNJnC1OFJwhoSBPF8QSKcIAiiFJKdnQ07OzsR4YRbq1NSUozScpHo7OwsRJ8swmVLuJOTE/R6vUIsF4Ul/FkT4U8imOWyq4lwS1Zt+RgS4QRBkAgnCIJ4RmGMYfny5YiPjzfal5OTA0dHRzg4OIjvgFIwc8stF4dOTk4KoWzKHcUwbrg5ocgYM5qQWRrcUdQGFqas47zs8nL18psCa+vAY6ID5I5CEEQxifAZM2agdu3asLGxwdq1a02mGz58OBwdHaHVaqHVahESElIcxSEIgiiVHDt2DKNHj8a7775rtC8nJwcODg5CSHNRKYtLw5CBzs7OCsEsTyzk2x0cHAplCZ8zZw7s7e2NxLgsaPV6vVmBzusDFEQiMceCBQvwxRdfmE1jDbKgNiyLqe1yOMEnsYTLIp0s4QRBFIsIr169Or7++ms0adLEYtpZs2ZBp9NBp9Ph0qVLxVEcgiCIUsnu3bsBQHXxGC7CzVnCudA0JcJtbW1hZ2cnLOF2dnaws7MrlCV8w4YNAAoWuZGt7Ib+09a4o1y5cgVVqlQxG8Fk0qRJmDx5ssn91qImwk3Vk5dRtmQ/iU+4vJ9HRyFLOEG8uBSLCB86dCg6deokfBUJgiCIwnPx4kUABQLXkOzsbFVLuCwuDUW47I7CRbitra0QyXZ2diJEobUinJOWlqawdhtGD7HGHYVHdjl16pTF8xny4MEDo5U6zaFm3ZfrqeZu8m8t4fJ+soQTBPHUfcK/+OIL+Pj4oEWLFjh06JDZtNnZ2UhNTVV8CIIgnlcuXrwIBwcHJCYmGglMQ59wLvBkccktt2ohCrnoNmUJt9Ydheednp6usIQbilRrLOH8ns6txNai0+lQrlw5LFq0CBcvXoRGo8HZs2fNHqNmCZfrqTYJ05IIL4wl/ElE+NatW3H48GGr0xME8WzzVEX4+PHjcePGDcTFxeHdd99Fjx49VC0+nHnz5sHDw0N8AgICSrC0BEEQJUdOTg5u3LiBtm3bQq/XG0U94e4o3K/bkjuKra0t7O3tTVrCeRo1S7g5Ec7Pn56ebpUlXK/XIzU1FRqNBgcPHlSI8LS0NACFF+FXr14FAJw+fRrHjh0DAJw4ccLsMZYs4bIIV3NHeZI44WqW9sK4o/Tu3Rtt2rSxOj1BEM82T1WE169fH15eXnBwcMCQIUPQvHlz7Nmzx2T6qVOnIiUlRXzMCXaCIIjSTEJCAvLz8xEWFia+yxTWJ1y2cvNthqLblCXcnFCURbgstE1ZwvPy8oSVetOmTQoRzi3NhXErAQos4YbHqeUhC2dLPuG5ublYv349dDqdRZ9wc9FRTMVbLw2LFBEEUbw8dXcUGUvWD0dHR7i7uys+BEEQzyNcdNeuXVvxncN9wq0R4bm5uUJgy+4ofGImt1Sb8gk3J8L5fTs7O9usJZx/1+v1QszK5cnJyRF1UBPI5uDiPTc3V/wvC2aOLHgtifBHjx5hwIABGDZs2L+KjiLnKf9vyYXlzTffxA8//KC6jyCI54NiEeG5ubnIyspCfn6+4n9DNm7cKKwn69atw5EjR9ChQ4fiKBJBEESpgovu6tWrA4DRHBhrfMINLeGm3FH+jSVcjndtzidc3ieLZp63fE7D8/3xxx8YO3asIuyh/D/Pz9bWVljFLYlwS+4o3DXm7NmzVkdHUQtxKJ9HTYTLddXr9fj222+RmZmJH3/8EWPHjjXKjyCI54diEeFjxoyBs7MzDh8+jDfeeAPOzs44dOgQwsPDFbHAv/rqK/j5+aFMmTL48ssvsXnzZlSuXLk4ikQQBFGqePDgAQCgSpUqAB67XHBycnJgb2+vagl3dnYGoBTh9vb2CncUUxMzC2sJl8vDj2GMGU1slK3kstuJLLxNifCPP/4YP/zwA2JjY1XLJIvw9PR0xTbDMnIsTcxUK+O/tYSrDWzk/bt27cK4cePw888/G+VjKoZ5fn6+yUWGZKKjo3HlyhWL6QiCKDmKRYSvXLkSjDHFp127dhgyZIgiFviRI0eQkpKC5ORk/P3333jppZeKozgEQRDFSkxMDL7//nurxJC1JCQkwMXFBWXLlgXw2DLL4ZZwtYmZWq0WABRWZkOfcLWJmU8SJ5zXOTc3V+GCIgtaQ3cUWTTLZeTn4YJ+0aJFyM7OFm8FEhMTFWV65513sG3bNiGoGWMib0siXK1O8jYu5vPz81XdUaydmGmNJfztt9/GX3/9JepnyUov07hxYwwePFh13/79+/H2228DAIKCgoRr07lz51TTy+zYsQOffPKJxXTEs0teXh727NlTpPclomh5pnzCCYIgSiOTJk3Ce++9JyJzFAUJCQnw9fWFnZ0dnJycVC3haj7hWVlZQoTzbbLAlkWvvFiPYZxwns7GxsasJVwWk6Yiqhi6o3C3DkPrt/z/xo0bMWHCBKxdu1a4M8p+8Y8ePcKSJUswZswYxQCEn9eSO4q1IlxuC0vuKIXxCZfzXLp0Kdq2bQtbW1ujenJMRag5ffq0yZWp+/fvj6VLl4q6AMDhw4cRFhaG3377TfUYzmuvvYY5c+YgNzcXCxYswOnTp82mN8Xy5csVbzCIkuO7775D586dn/i3I4ofEuEEQRD/klu3bgGwzsJoLQ8ePICvry8AQKvVmnRHsbOzA6D0CTdlCbcmRKGhJdzFxUUhLs+cOYMaNWoIdxnZem3KEm64bL3siqFmCc/NzUVSUpKinIDSEv7o0SMABYMOue48DzVLuCmrtNo22RL+pCI8Pj5eUQ41Szivh3wew7cehmW31rLJB2hyu/E6/P3332aP5f0qLS0NkyZNQsOGDa06p0xcXBxGjx6NDz74oNDHEv8efl+Kj49/yiUhTEEinCAI4l/AGENkZCQA4N69e0WWb0JCgnBFcXNzM2kJ12g0cHBwUFiD3dzcAFjnjmLKJ5wf6+zsrBCXK1euxPXr13Hw4EHFOQwt4bLPtaE7ihwZRM0SnpOTI0Rgenq6iMAix0rnE1UNj+PtUByWcFM+4XI7cxISElChQgV8+eWXqvnzYx4+fAhAGSnGkgg35Tu/bds2xQRevl+2hPOJtKZ8zDmyCH9S7t69C+Dx/IanTUxMDK5fvw6gYMLt0aNHn3KJihf+W8uDMOLZgkQ4QRDEvyA2NlYIn6IW4bIl3FAM5ebmCkunvb29QoS7urqKNPyv7I7CGEN+fr4Q3YY+4bJQNrSEcyF6//59xTm4JZz7qBuK8Ly8PNjY2Ji1hMvl5aJTzkcWmFyQyyJcdkex5BNuyX+bC1fGmMkQhUFBQViyZImqJZwL0L1796qenx/DLf42NjZiv+HCTIbH8jaRyxMfH4+ePXvi448/Ftu4CJNFuNrgRA0uwv/NytS8zxY27ntxUaVKFWHRr1+/Plq1avWUS1S88H4i//7EswWJcIIgiH8Bn2xev379IhXh1rijcBFuaAl3dHQ08v+W3VG4KDJlCZcFsYuLi0IAcn9lQ3cUbgl3dHRUbOfn1+v1cHR0VFiWDS3hsmuLLMK5mJQHIlyoypM7LbmjPIklXKPRmHRHiY6Oxvvvv68qwnlesohVE+HyQkN8f3JyskjHfyt5gKA2QLl58yYApT85f4MgizDDfmQKc/7pauj1ehw+fFixjZ+L/37PAv/Gsl8aePjwIbZt2wbgcX9VuxaIZwMS4QRBEP+CS5cuwcnJCU2bNrVasFiD7I7i6upq9CA1J8KdnJxgb2+vEOFyiEIuAE1FR5Et4YbuKNx9gosZWVDLIlwtOoqjo6ORJVyesKlmCZeFr2wh5v/LE0cLYwmX/z9y5AgcHBxw9epVsY0fL4twNXcbua34JMYdO3aIcshl5vnI1nUukGWfeFmEqy3CdOPGDbRq1UpRXi545Xpx8cv9zuW8GWPYuXMnZs+ebdROpo7NycnBunXrVH3Sly9fjjZt2uDUqVNYv349fv75Z1EmSwvxFRWjRo3C/v37Fdtyc3MVEW4A633qSwMJCQl49913xWCvb9++6NmzJ1JSUkQftfbtB1HykAgnCIL4F1y6dAm1atWCr69vkfle5uTkICUlRVjCXVxcLIpwWYjy0IWmfMK5f7baYj2yKOfnVhPhvDyyJZwLbV4ODs+fi3BDn3Au9GVxLotwbg2Wrcr8f1OWcHM+4RqNRiFW9+/fj9zcXJw5c0Zs48drNBpV/2lZnPJJrXl5eZg0aRK6d+9u1tIuT2CVrcV8v5w3bwe5PX/99VccPXoUf/75p1F7yFZnfh7Z+svzzs3NRbdu3TBjxgyjcgKPhapcljlz5mDgwIG4ePGiUXrufnPr1i0MGDAAo0aNEnXjeRWn+NXpdPj555/RuXNnxfawsDC89tprJl1y5N9CJjU1FdeuXSuewhYhixcvxuLFi4V/+40bNwAAUVFRVlvCb9y4oeoCRRQ/JMIJQoWHDx+Kmxnx4nD+/HmrFqaRuXz5MkJCQuDj4yME6r+FW9S5JdzFxcXIr1MW4bJPeFZWlkkRzrfJItxw2XpuCTc1MZPXkZfHGks490M35Y7i4uJiFB1FtuKpuXaYsoSbE+G8TK6urgqRzMWhPIhSc0eRkc+fl5cHJycnVXcUGbl+HFmE8+2yJZyXWc2KL7cHF8sajQb79+/HqVOnVEU4z1tuH3MuKrII5+5WstuVPNEXUAo+nm9GRgYePnwIV1dXrF27Frdu3cKnn35q0lc8KSnJSBw/ePBAdYElw7LJ5Ofn4/Lly9iwYYPi+pEFZ0JCAry8vLBr1y7FscOHD0dwcLDZcz4L8L5w+/ZtAI/f0CQnJ1ttCa9evTo6depUjKUkTEEinCBUaNmyJapXr24yNu+zxvvvv4927do97WKUan7//XeEhobi888/t/oYxhguXbqE2rVro0yZMsjKyioS/0vub23JEs4nQar5hFtjCZejochxwmVrtSzCGWNiImFhLOE8jZo7iiVLeFZWlvhfFp1cTNra2qrGCTfnjqLValVFrRzFQ3ZHUbOEc2HDVwd1cXFRCDZDEe7s7KyI286RxaGauOZ5yu3JB0JyeXl75ObmokOHDmjcuLFZS7jcPlyUpqWl4Z133sGDBw9ULeG8v/E+kJSUBEdHRyxZskQIalng8vNmZGTg0qVLyMzMRHh4ON555x189tlnqit4ZmRkwMfHB7NmzVK0Qbly5TB16lSj9BzeZnLbymWX6yu7jZ06dQrJycn49ttvFflt374dQMFKo0/K2rVr8cYbbzzx8dbA+wL//Xk9Hz16pLCE//bbb7CzszPyieftdfLkyWItJ6EOiXCCMCAuLk6EnCstixx89913OHjwoHgoP08+jyUFfwjzh6813Lt3D6mpqcISDqBIrOE88ki5cuUAqItwOTqKKRGutliPoTuK7AMuu6fk5ubCxsZGYeFNSUkxihRiyRJuZ2cn/jclwtUs4bI7ipoI52LClCXcGhH+/fff4/bt20KsPHr0CM7OzuK8gGkRLq/SmZeXB2dnZ4XAMRzAy8Kfl1ej0QjxaugiI+cTGxurKsK5GJbbRq43P49s6VazhPNtp0+fxpIlS/DVV1+JffI5+ICBn+v69evIz8/H2rVrRX5qA4P09HTExcUBKLCY8+0xMTFG9eUuIJs2bcL169fRunVrEdP8+++/N0rPkeuYlpaGEydOKPqLKRHOy5WZmYmDBw9i4MCB4noBHrvZ8D5w9OhR/PHHHybLITNo0CD873//U33TcOfOHbP3acYYTp48afFezuuYnJwMvV5v0hK+ZMkS6PV6IbZXr16NsLAwxe9b1Ny7dw+//PLLC/U8SkpKwp49e6xOTyLcSiIiItCzZ8+nXQyiBPj111/F/5cvX36KJbEO2fp26dIlfPbZZwgODhYPj2eZ3Nzcf2VpKgyffPIJJk+erHjVz8nPz8ehQ4cQFBSEU6dOWR1BgvcPa0T4tm3brH7gWSPCLUVHkS3hhiEKLU3MlL/LYp7Xzd/fHxkZGdDr9UJEGkZHkYW3bAlXixPu7OxsJM5lAaEmwvn/ahMz7e3tzfqEa7VapKSk4L333sOgQYMUkyhdXFwAWG8JByBEuCw2DAU1F+HypEx+LlPHAMAff/yBihUrirjsvJyA0m2FDwDUfJ/VLOFqIpyLU/lNhNxnucDm5+cuEPb29kahK+X06enpogzZ2dlGCxXJ8OMdHR1x6NAhHDlyBGvWrDFKx9Hr9WCMKer43nvvoWnTpiJiDKDsO7II56t55ufnY+zYsVi3bh2io6PFQPXRo0cYMWIEateuDQBo1aoVXn75ZZPlUcMwTvqhQ4cQGBiIrVu3im2TJk3CkCFDxPdjx46hSZMm+OWXX3Dz5k288847qq4xsgiX65WcnCx+48zMTHh7ewMoEP8AMHHiRJw7d04xDwIoWMTJUgz5mTNnmh0QcaZNm4Zhw4ZZvYhZbm4uFi1apHqPfha4efOmxTed7777Ljp37qzat9UgEa4CYwyzZs0SI2QAGDp0KLZt2/bMxDslCo+lyBVbtmzB559/jg0bNqBnz56oVq1aqRDhsu/6pUuXsGrVKly/fh0jRoyweGx+fj6+++67p7as9PDhwxEUFIQTJ06o7meMYe/evRYfCpaIjo7GnDlz8MUXX2DatGlG+2/duoX09HS88847yMvLw5EjR6zK98KFC3B2dkblypWFCFebnHn27Fn07NkTI0eOtCrf+Ph4eHp6CkFbVBMzeYhCU5Zw2T3F0I9crltgYCAyMjKMfKDV3FEcHR2tsoQDj4WhbAmXz6MmwuWVJvliPV5eXsjKyhL36/v37+Pbb78V4Q5dXFwQFRUFoEBkylZmw7JoNBoj/2SNRqMqwg1/H46dnR2cnJyQmJgIGxsbrF69GgAUx5iyhHMheejQIaO6yw96NRHOBwWWRDgX1fz3zc3NVbwd4PBBGD8/F+G2trYivbw6I7/npqeni3LJbhJqg1JZhPN2528muXWak5GRgfLly2P69OmKgTO39sriTx4cyNcof87n5+eL9pKt1MnJyWKBKnmAbe1AndczJSVFLBTEf1NevuzsbCxYsAARERHiOv/nn39E3b/++mssWbJETL6MjY3FokWLkJ+fL367lJQURdvLlnD5GuIinIeglCPsREZGolmzZpg5c6ZRHdavX4+JEycKffTee+9ZrDd/NvHnqKF+ioyMxKJFi0Rb7969GxMmTFCN2PMk1vS5c+eiU6dOivvAhg0bLB6ndq60tDRUrVoVgwYNUmw/fPiw4v7B+ypfrdQSJMJViIuLw8yZMzFixAjcvHkTJ06cEDfmW7duQaPRYPPmzYpj8vPzsWnTJrEIhjnOnz+vsGoQxc/evXtRtmxZo8k3Mn369MGUKVNw5MgRdOrUCbVr134qIvzMmTNYuHCheEClpKRg27ZtJm9C/Mbu6+uL8+fP4+7du2jatCn+/PNP8ZA0xa5du/D+++9bJdiLmpSUFERERAAAdu7ciXXr1mHx4sWKNMeOHUPHjh0Vr8ctcezYMdSvXx+//vqrEAv8d+zYsSNOnTpldAyP9d2vXz+EhIRg7NixJqMmcG7fvo3du3ejcePGsLW1NWsJ5/1OtsyZ4/79+8IKDlgW4YaL9aiJcDlEoWF0FDVLeG5uLuzt7VVFeEBAANLT0xUi3FSccAcHB4UIlydmcqHMxajs4mLO+g08FkFqi/V4enqK/AHgww8/xLhx43DhwgU4ODjA0dFRCER7e3tVES4vWy8PAvnARbZK6vV6ODk5KX4fOU8HBwc4ODiIc/J+L1vCuW+5ITy8nyykzYlwNQucNe4ojDFRPp1OZ1aEc+HHBV1aWpqqJZznl5WVJdozMTFR4VP+zTffoE6dOsjKysK4cePw119/AShoP15P7jvOhSNn06ZNSExMxI8//qioI/+95OgmaoMD4LElnL/ZAQos12qTZPm9FlB3pZGR79dJSUkYPHgwatSogYcPH4pJpElJSXj06JGi7/DycAv1/fv3RXvzt4Zz5szBhAkTcODAAYUlnP8+rq6uCkt4RkaG6B/8N+P9U74n8XOeP3/eqD4DBgzAwoULFW9YeTs/ePAA3bp1M/Lx530nLi4Oq1atgpOTk2LOwIQJEzBhwgQxGOHH87a9f/8+8vPzkZaWhlq1auHHH380Kpc5Pv74Y/z5559iMDBp0iT0798fJ0+ehF6vx8qVK4185D/66CPUrVvXyPBz9uxZAMBvv/0mtp08eRJt2rTB/PnzxTbeX6x961ksIjwhIQHdunWDi4sLgoODFSuGyWRmZmLo0KFwc3NDYGCg2VdOJQm/WGNjY1G1alU0bdpU3GC4j3Dfvn2Rk5MjLqZ169bh1VdfxYQJE2Bra4vIyEisXr0aS5cuNcq/adOmaNeuHdLT07F27Vqjh32VKlXwzTffFGcVnys2bNiAb775xqz/9rFjxwDA6mWKX3rpJSHa1cJxFQdc+MybNw8TJ05Ely5dAABffPEFevbsabLs169fh5ubGzp06IDt27cjOzsbH3zwgYiSYEhsbCyaNWuGK1eu4Pjx4wAKLBDyAys7O9vInSUzM7NIV17jN/rKlSvj6NGjGDhwIN59912FEFm3bh0A692CcnNz8eabb+Ls2bN47bXXMHz4cAAFN3V7e3u0bNlS1f3l4sWLcHd3R2BgIJYsWYJbt26Jm64a//zzDypVqoTdu3eLkGju7u6ws7NTFeHcOhITE2OVRcdQhBvGCeeCzVp3FMPIJ/LEzCexhAcEBCAjI8NocqMpS7jhxEzDGNmGLiCyO4osAmWhJcfFlvtMenq6EOE8P/6b3L59Wwhinq+NjY1CMDs6OsLW1lYcKw9aAIjBjKFrgKElXE2EGwpl+Rh5sSIZ/lCX81NzR+FiTH6Dy1GzhMvbduzYARsbG+F7LfdhU5bwwYMH4+uvvxZ5mbOE5+fnK1xeZJ/28ePH49KlS1ixYgW+/fZbLFmyRNSR18lwdVb+/3//+18ABb+ZWt+Qr3VLIpwPRAClFVOuvyzCDe8jf/zxB0aPHo3ExERUqVIF4eHhYl9SUpIYiO/fv1+cMyEhwegtIP/9uCBOSEgwEuEHDhwAUHBflPsCb9dKlSohPT1d4dLFf29+br6PvxECHt+n4uLiwBhTvVfJ90Uu4Hfv3o2dO3fixx9/xIMHD8R9jhuBYmNj8eWXXyI3Nxfh4eGoWbMmrl69Ktx0uGGEt3t0dDQSEhJQvnx5jB8/HkePHkVkZCTmzp0LoOBaWLlypfid5XkdHPn65G8VuBg/fPgw/vjjD4wYMQLTp09XHPff//4Xly5dwpUrV3Dy5En06NFD1InD+yH/jeS3Cc+ECH/33Xfh5+eHxMRE/Pe//0X//v1VR+czZsxAUlIS7t27h7Vr1+Ltt98u0bic27dvR1paGq5du4bt27dj4sSJuHLlirhY5R+Vd0b+YwIFoyx/f39ER0dj8ODBACBWDPv222/x+uuv4+2331Z02vz8fNE55syZg0GDBuHAgQPYuHEjNm/ejGXLliEmJgYzZ85ERkYG9u7di+zsbFy+fFlcnJcvX0Z6ejqqVKmC2bNno3HjxuL1pjU8fPgQ8+fPFxclYwxTpkzB+PHjVdNfvnzZbNg2+QHF20mup7VkZWVh165dqhe+Xq/H/v37xUP71q1bOH78OLKystC/f3+MHz8eL730kkh/9epVjBgxQqTnAv3IkSP46aefjKyKhm8matasKV63Gc6aN+TgwYMKl5DMzEyEhoaK3yQjIwOdOnVC7969zb7CHDVqFIKCgnD27Fm4urri1KlT+Pnnn4UA3bJli0g7efJkYVW5e/cuAgMDUbduXdFHWrdujbCwMOzbt8/oPH///Tf+/vtvLF++HKdPn0aHDh3g5eWFH374QaQZMGAAAgICxA1Fr9ejQYMGqFevHsqXL6+IT8zhN12dTofExERMmTIFd+7cMelDd/HiRdjZ2eH1119X5MdvaHq9HuvXrwdgbJk5d+4cevbsqRAcDx48QLNmzRAZGYl3330XAHD8+HEwxnDz5k1UqlQJVatWRWJiotHvcPHiRYSEhECj0aBp06ZwdHQ065KyZMkS2NnZYd26dfi///s/AAXuBN7e3qoi/Nq1a2LinjUL+qhZwmWLL/9bmMV6uKAGHj+gCmsJf/jwIbRaLby8vBSvuOU8LLmjyJZwfn2as4Qbxi92dnaGRqMRxxqK8LS0NCHCZZcSoGCimIODA+zt7RXLxRsKZjs7O4VrjGwV4wMVw4e+oQiX9zs6OsLBwcFIUMuW8Pz8fFU/dl5OeZ88QOCoRQeR24SjJhK4ZX7Hjh0AlO4aapM/ExISFEYz2RIu+z/LfZ3nmZWVJfrfw4cP4ebmBqBAyMmkpqYq3nwABe3Gjz169CguXryI1157DfHx8Yo6ctEuC2XZQi9fo7II531KfoMo/y+L8Fu3boExhmXLluHkyZMYN24cli9fjl9++QUxMTGK+OsPHz4UrjR79+4VxruEhARxfr6NT8Llb+cSEhJE2925cwdXr14Vz4S7d++KNkpLS0NiYiLs7OxQoUIFpKenK3zCebrY2FiFQUW2hPP/b9y4gYoVK+LNN9/EnTt3FMYcXi6gQO8kJycL8Xzr1i10794dVapUQVxcnDhHbGysuC98+eWXiIyMxLZt24Qu5BqJ5xMVFSUEbkREhGj3hw8fgjGG8PBwjBgxAt9//z3OnDmDKlWqoF+/fiLNkiVLFM9kbkjj+fzzzz9Cy/399984ePAgFi1apBgEX7x4EV9++SW2b9+O9evXizcIcjvxvnHv3j2cOHECP/3009MX4TqdDlu3bsXs2bPh4uKC3r17o06dOmIZVZn//e9/mDFjBtzd3dGiRQv07NkTa9euNZk3fz0lfwrL9evX8cMPP+Dy5cvo0aMH3N3dMWjQIPTo0QMLFy5E69atRUghtUacN2+e+H/BggUAoFgcgHcq+eKvX78+/v77b1SoUEEcAzwW7OHh4ejXrx/69u0rhFZwcDCWL1+Ojh07wsnJCSEhIfDz84NGo0FISAimTp0qLvRTp07h9ddfF6PjDRs24LfffsPRo0dx5coVDBkyBLt27YJGo0G1atUwe/ZsTJ06FT///DOWLFmCffv24fPPP8c333yDuLg4hIaGonXr1qhXrx5eeuklhISEiIlY06ZNQ4sWLZCcnIwtW7Zgx44dqFOnDiZPnoyhQ4fi5ZdfRmRkJLy8vNCqVStR1/z8fMTExGDdunXYuXMnFi5ciNzcXJw+fRpHjx5FdHQ0PvvsM3Tt2hWzZs1C7dq1sXDhQrRq1QqfffYZGjZsiA4dOmDKlCnIzs5GgwYN0KJFC2G5AQpuomfPnsWrr76K6dOnY+XKlfjjjz+QnZ0tRPaBAwcwZswY/PLLL+I4ObzfV199JdoqNDQUM2bMwOrVqxUPaXmQkJWVhXbt2qF9+/bQ6/XQ6XS4cuUKzp8/jylTpgAAVqxYgT///BNbt25VDHTu3r2LpUuXiuWqf/nlF9y9exfXr1/HggULEBwcjFGjRgnXpy1btoAxhuzsbHzxxRe4fv06jhw5gtjYWPj5+aFOnToibz8/P3To0AH79u0zGtTIy1ufOXMGzZo1w9tvv43FixcjLS0Nv/zyi3jlxq/HY8eO4erVq7h58ybu37+PpUuXgjGmsA589dVXqFSpEvz8/BAWFobPP/8cgYGBePXVV5GZmYl+/fop7gM3b95E5cqV0bx5c0X5+KvJw4cPIz4+Hv369cOVK1eEm9fff/+NESNGYNu2bZg0aZLYvmTJEly8eBHbt2/Hd999h507dyI+Ph6RkZGIjIxEcHAwKlWqBACKGypQcFOuX78+gAIRFhYWZjJk19WrV7F69WrMmjULAwYMULxKLlOmjKoIv379upjMZc1EVDURDih9pgEoQhTylQFzcnKE6FOzhAPGItycJVwW+ImJiShTpowQ1vLS9qZCFBqKcPn8vD6yJdzOzk4xMdBQhHMrPx9I6fV6ZGdnC7eN/Px8I0s45+HDh8Iqza8LUyJcHhDI0TJMWcINJ1nKopCfk9eF91nDY+TBoYeHB4DHz6Hk5GQhWNUwtxy72j5zC0vJ+9QmyckCx93dXWEJlwcLOTk5YkKg4XVhZ2eHlJQUuLq6AoB4K8eRLeGG2wHgzz//RJkyZdC3b1/k5uYqxDJvX1lgxsfHi8GY/GznA/nk5GSxnYtBHx8fRV25kdDe3h7R0dFYu3Yt3nrrLQwYMEC0E3+Gy4ORmJgY5OTkwMfHBwcOHFCI8Li4OJQpUwYVKlSAs7Mz4uLicOLECeTl5aFdu3ZITEwUv0dcXBw2btwIrVaLRo0a4c6dO0hNTUWZMmWQmpqKhw8fwsfHB25ubtDpdMjKyoKHh4fCEn7v3j3FWwG5jXgbJicnIy4uDj/99BPatm2LDh06iDSyCB89ejRCQ0NFe506dUrcN/kzpGLFinjw4IEYBHHL+927d0Xb83v+rVu3ULZsWaSlpYn+kJqaKiz0aWlpuHv3rog+8vvvv2PFihXIz8/Hzp07ceHCBSxbtgzvvPOO0Go1atTAlStXxGDGy8sLly5dEgOZ06dPo2PHjsK9h3P58mVcuHABQIGh7c6dO2LdhsjISKSkpIj2io6ORpcuXTBmzBhxX7FWhNtZTlI4rl+/Dg8PD1SoUEFsCw0NVfxwQIFYjY+PR926dRXpTE3QAgoEsBw7lBMQEKCaXqPRwNbWFvn5+WKGu9rNSHZjkG8U1jaifJHyB6xhfZs1awYAQpgBEJa2FStWiG2///47gIKL3ZwbhJp1tn379ibTc0tHVFSUON8HH3xglM7Pz0/1+AcPHoibJVBwc5J93+XXMTVr1gRQIGw0Go2wrBkyceJE1XPx35jvP3r0KMqWLYvq1atj+fLlOHr0qPhtli9fDicnJxw5cgSNGjXCO++8o7iZr1y5EgsWLMCjR48wdepULF26FI8ePVL85tz6AwBvvvmm4sHYuXNnzJo1Cz/99BO8vb3h5+eHXr16Yc+ePahYsaK4idy9exc9e/bEyZMn8f777wMoeKDm5uZi9+7d6NChA/r164d33nkH169fR69evRAVFYUlS5bg7bffNlrlrUWLFnjjjTfw4Ycf4ocffsCwYcOwatUq3LhxQ/FgunnzJmJjY1GjRg20bt0aAFChQgVoNBp06NABCxcuxI0bN1C9enVxDL8J7tu3D3FxcWjQoAFq1KiBuXPn4sSJE3j//ffx8ssvw87ODu+88w4uXLigWIUPKOjf77zzDpYuXYpu3bqhd+/eWLNmDcLCwlCpUiXFrP9du3Zh9uzZ2LhxI7Zv345bt26hXLlyiIqKQlBQEJo3b44yZcqgS5cuOHr0KM6ePYuhQ4dizZo1qFSpEkaOHIkNGzbg1q1bqFSpkriWQkNDERERgbCwMEycOBGnTp3CSy+9JNx42rRpAzc3N4wZMwbnz5/HmDFjULFiRQAFD6JatWqJ/yMjIxUxiBs3bmxkmQMKVqd79913Ub16ddXrR23BnkePHiEhIQFdunTB5s2bcfPmTTRt2tToWJm4uDiUL19efJf9lN3d3RX+1kCBKEhLS1O4fZhyRwEeC2RTi/VwS7ihO0p8fDzKli0LJycnZGVlifO5urpaHR0FMF48RLaEu7q6IiUlRWHp5udIT0+Hg4MD8vLyFK5R6enp0Gq14trgIvzUqVOoUKGCEMyJiYnw9fUV7cYxJ8K5O4qTkxN0Oh3s7OzAGLPojiJfp9z6zoUav3caHiOLcE9PT6SkpIh7XXZ2Nry8vKDT6UxOHFODl9sQNdcXjqW3NfyZN3nyZJQpUwYff/yxyTde3t7eSEpKQmJiItzd3UW7VK1aFSkpKaLtZUu1l5eXuG44fDD3+++/Y82aNYiKikKHDh2E1oiKioJWq1XUVa/Xi20PHjyAh4eHEKs2NjZwd3dXvO3jb3W5uKpcubLi+c4tqQ0bNsS1a9eEhVg2RnDjGi+Hu7u7OK5Hjx5YtWqVeJYmJiYiNjZW3LPLli2LhIQE7NixA76+vujSpQvmz58vBttxcXHCBc7BwQHXr1+HXq+Hv78/YmJihAjXarWIioqCXq+Ht7c3MjIykJ2djaCgIERHRwvRLIcPBQqME/w64xgaDbi2CQkJwaVLl3D79m3xTJEHQnwwwkW64eT/CxcuIDMzE/Xr18e5c+eQnZ2NW7duoXPnzli/fr1w38nLy8Pu3bsRHByMyMhIXL58GXv37oWjo6MIQ/naa69h3759WLFihfArj4iIgJ2dHTp27Ij9+/cL0d2/f3+sWrUKeXl5aNCggUILrFq1CkCBO8/Fixdx9epVuLi44PTp06hZsyaaNGkiDHkPHjxAtWrVABQ8Q+Rr0sXFxeoIL8ViCXd3d1dsc3d3N7oJ6HQ62NraKgSPWjqZqVOnIiUlRXzkUDuffvqp0efjjz/GxIkTMXXqVEyZMgUzZszAkiVL8OabbwIomITl7+9vVb3KlCkj/m/fvr3FmcG8k3OfVJlq1aqhRo0aAKCwAnIB3KZNGyQlJQkh06xZMzExrX379ujTpw+AghsEAPTq1UthEQagGARxS0Tfvn0BFNysDSe4GNKnTx/FBLaNGzcqyp+fn49BgwZhzJgxqmJEFjSysHd0dMSgQYPw/fffo1q1anj77bcxevRosf+nn34CADRp0kSR34cffoiffvoJWVlZOHv2LBo2bAig4G1K3759Ub9+fZQrV87ImrJt2zaxbcKECXj48CGGDRsmXn8lJiYiOjoaERERyM/PN7JMcaH23nvvYfDgwfjkk0+QkpKCJk2aoGHDhgr3pJ07dyIhIQGffvopgIKHsIODA3777Te0bt0aw4cPR1hYGA4fPozJkycr5krs3r0br7zyCu7cuYPt27ejXr16cHFxwXfffYddu3bhq6++gkajweHDh3HmzBnY2NggKCgIUVFRiIuLg5+fH7y9vXHo0CFR39atW8PW1tbIJUW2RAAFb2pq1qwJR0dHfPnll0hNTcXcuXOxYcMGjBs3DosXL8b333+PkSNHom3btnj99ddx9epVMd9hx44dGDNmDE6dOoXJkydjxYoVcHV1xbZt24TFZf78+Rg4cCBsbW3FW4ibN28iKCgInp6euHv3Ln755ReEhYXh3LlzSE5Oxvr16zFo0CCEhIQAKHhlyS3pbdu2xdGjRzFgwAAx2/3SpUsiLVAg2rZs2SJu1I0bNxZ9UV5db8aMGXBxcUGvXr3EtsaNG+PatWsKNzru5jJo0CAcPnzYqK8ABSKcTzzjQpM/gBs1agRvb2/cvHkTjDHMnj0bb775JhYsWKAQROnp6Xj48CECAwPFNjWfacDYHUUWvqZCFALKGN7yYj2GlnFDd5S7d+8iICAAjo6OCpcRbgnPy8sTZbLGEs4xFOGAsajklmFuVZbbTKfTKYwEXIQPHToUb7zxhhAVXMTLIlxeDAh4bOk2tITzMtrb28PW1taoDoYTM+XyazQahSWcP7ANRbgsfngdZGOQo6OjaENDTIlwLy8vs1Zyw+c1YOyzzkWgIe+99x7KlSuH3NxckyHZZEs4fxMFFIjwhw8fKo7jlv6goCAAUAi3KlWqAAC+/vpr7N69G1FRUejYsaOYEH3r1i1VIxJ/FiYkJMDV1RUuLi5ITEyEi4uLOJ/hoIw/vytVqiTan4teOzs7tG/fHtu3b8eZM2cUIW29vLwU+Wg0GlStWlVY0F9++WUwxqDT6RAWFibcUXgZy5YtiwcPHmDnzp3o2rUrypYti5SUFCQmJqJy5cqIi4vDhQsX0KBBA/j6+gortr+/v3BH8fHxgaurqxjAeHt7C0t4cHAwGGPiucXvl7zcd+/eFW8E1ahSpQquXr0KR0dHbNu2TTzn9+3bhwYNGoh0TZo0EbHU69WrhytXriAvL09hWOATcN9++21kZGRg9uzZSElJQdu2bcV+/ob6+vXr6NChAxwdHREREYGEhAR88sknyMzMxJkzZ9CqVSu88cYbWLFiheJ5V716ddSpUwfXr1/HuXPnYGdnh169egl3H+5GDBRY7Dds2AA7Ozt06NABv/32G/R6Pd544w1ERUXh4sWLCAgIQPXq1cVbjhs3bqB58+ZGg+KQkBCrPTWKXITL1ghOamoqtFqtUTq9Xq8YPaulk3F0dIS7u7viAwDjx4/H//3f/xl9Jk2ahKlTp2Ly5MmYMmUK/u///g9jx47FDz/8gAMHDmDZsmUICwsDUDCi5xY2oCAcj+zLLYtwHx8fDBkyBJUqVRIC1NXVVRHjk/PTTz+Jh/x//vMfAAUjO269l0U6XzZ24MCBAAosAyNHjsTx48fRv39/AAUXAZ9I4OnpibNnz2LVqlVo0qQJjhw5gsTERDDGhF8ZY0yI6YEDB4p6bNmyBWXLlsXmzZuxY8cOXL58GZUrV8bo0aORlpaGTZs2CaHbtm1b9O3bFxEREejRowdOnjyJw4cPIzw8HMuWLVOEfAsPD8fhw4cxd+5cjB07Ft9++y1u3bqFc+fOYc2aNdDpdIiIiBAW4cWLF+PHH3/ETz/9hPXr12PUqFHYs2cP9u7di61bt2Lfvn2IiorCpEmT0Lp1a3z++ec4dOiQYoAwatQo2NjYCGvy119/jY4dOyoGJocPH4avry80Gg1q1aqFyMhIMMbEhM2mTZsaWXuBgpuT/HCV/YTj4+MxefJkhIWFITg4GEFBQWL07+DgoBBRrVu3hrOzM86cOSMWuLh27RrWrFmDxMRExMTEYMeOHfD390e3bt3EcXZ2dujSpQu8vLxQq1Yt/PPPPzh9+jRq1aqFOnXqICoqSnETb926tXjQubm5oUmTJqoivF69euJ7lSpVYG9vj7p162Lnzp2oWbMmwsLChCifP38+NmzYgGXLluHAgQP45ZdfMGPGDHTq1Eks7sF55ZVXhLWue/fuKFeuHHbt2oWtW7di9erVaN68OY4cOYLIyEicO3cOVatWBVBwbdvY2CA0NBRnz57F3LlzkZeXh7fffhsBAQHQarXo27cvevfuDQDYs2cPXF1d0b59e5w6dQqxsbGIjo5WvFkDgA4dOmDjxo0YMWIE+vbtC2dnZ/j6+grrzpEjR7B8+XJ8+eWXQuQBEA8CeaD0008/wcfHBytWrFC4isj4+Pjg1q1bCAoKwoABAwA8nvHP+0h0dDTGjBmDGTNm4LfffsOkSZPEBDPgsTWpKES44WI9aj7hhhMz1eKEyyLc399fXBPcaMIX25GjhDyJCM/JyVGIcNlYwH8fXjcZbgk3TAsU/Mayccfe3l4huriVkMOt1twqytuC14uLdENrvjl3lPz8fDg4OIg8rXFH4W0ii3AnJycjwci/m3roe3t7Gxm35PYzFK58lVbgsTjjQtdwv6+vr2h32YWFz0ng5wfURbihlXXMmDGK+Un37t0Tzyz+l7sIAAXPTFMinJ/X19cXdnZ2ePDgAVxcXODs7IyHDx/C2dlZlF1+my5b67mhCyhwa0hLS4O3tze6d+8OjUaD0aNHi2czAMW9GyjQBd7e3mIgLq9qXL9+feTk5CAyMlKUu2zZsoiOjsbFixfRpk0bRbvXrVtXRFOpU6eOwvUtICAAer0ed+/eFZZw/nt4e3sjJSUFOTk5aNy4MYCCN+4uLi7i9+D3muzsbFFn+beaNGkSZs+ejbJlyyIzMxM+Pj6oUqWKwr2S+2R36dJFaAdPT08EBgaK/s7r37RpU3H9tG/fHmPGjBGTLps3by7uAS1bthS/e61atVCzZk388ssv8PLywrhx48S5uZErOTkZOTk5wtAaHByMmjVrIi8vD9u2bUONGjWE5gOABg0a4KOPPsJXX32F5s2bIycnB9WqVUPNmjWFB8WwYcMAQNzXed04sqvOqFGjsGjRInh5eT09EV69enWjeJXnzp1TWKiAgou7fPnyigtKLV1x0bZtW3h5eYmbTIMGDcRiPImJiejXrx9CQ0OFT6wswh0dHdGsWTPExMQIP09PT08xQat9+/aYNWsWMjIyYGtri5kzZ4oYxMDjxQWAghFTREQEli5ditDQUAAQFwrw+OZXsWJFhIeH44svvhDCpXz58ggNDRUPnJYtWyouWn5zrlKlClJTU9G/f39cvXoV27dvR/fu3XH//n307t0br7zyCmrVqoXo6Gj8+OOPiodZfHw8Nm3aBKBg9a/ffvsNnp6eaNWqlRCtvr6+GDNmDFasWIHBgwcLX/AlS5aINwb16tXDwIEDjeK8ckaNGiUu4o4dO0Kr1aJnz55o3749goKCYGNjA41GI8S4DLeaf//999i5cyfef/997NmzB02aNEFUVBS2bNmi8E8PDg5Gamoq7t+/j6NHj8Lf319YXtTo3LkzXFxc8MUXXwAocOPhk25SUlIwefJk/PPPP7h27Rpefvll1KpVCwsWLEBMTAymTZuGChUqoEWLFiK/atWqYcaMGejSpQu6d+8OHx8fxQ3PFGFhYTh79ixOnz6NBg0aICgoCCdPnkROTo5JNyJusRk0aBBeeukl3LhxA7du3cKQIUOg1WoxaNAg8TtyAfv222+LbTY2NpgyZQpeffVVhSCaOXMmdu/ejfr16+Ott96Ck5MT6tSpoxA/nC5duqBnz56wtbVFkyZNcPr0afTo0QMA0LVrV0XaBg0aIDExEV988QXefPNNBAYGQqPRIDg4WHFu/oBv1aoV9Hq9cDNRs+J0794dP//8szimYcOGwm/x22+/RUhIiOJtDFDwAAoJCVG4Ku3atQt9+/Y1aYkECq7XK1euICUlBdu3b0dSUhKuXr0qBhJBQUE4ePAgli9fjhkzZiA+Ph5Tp07Ff/7zH+HSxYWJ3Cf+rSVcDlEIKN1RDCdmyitmqlnC/f39RRtwoSlbwg3dUWSrteyOwn245foBUIhw2UpraAmXMRTh3IoMwMhFwdnZWXG8vBgQz9/wPsUnuwKP3x5YckeRRbher1ec05w7Cq+zRqOBo6Oj6gRPGd4ueXl5inpzvLy8RB78GuYCFXgswvlAXhYZPJ2np6e4J3Brpru7O5ycnMTvlZ2dLdJrtVqxXRbhsoAPCAgQbcjvPcHBwZg/f754zX///n3xP39rrdfrxfypypUri/wZY8JnF3jsFunt7S36ALeEZ2RkKES4fK1xi7urq6sYbDs7O4vze3t7o0WLFrh37x6WLVsGoGCAPm3aNGEN5m+4c3Nz4eHhIa4tuf78uXX58mWFJXzv3r1gjKF+/fpGIpxTp04dxT5e/ujoaJQpUwZarVa4Q3h5eYn+FhoaikqVKmHv3r0K/SMPQjw9PXH//n3FZPjPPvsM06dPF+XnbS63d/369XHjxg3hIsjPLdf5008/RUREBN566y2xrWLFihgzZoz4Xrt2bfGGokGDBqIfhYaGCsv1Rx99JOYSenl5oW7duqhTpw6aNm2KKlWq4JNPPkH16tUxatQo8Tb7zz//RN26dRVeAo0bN8a8efPwwQcfCP0VHBwsys8YU1wPVatWxYIFC7B7924xd1AeeH3zzTcYP368cHuyhiL3CefiacaMGVi0aBH27NmDixcvioeuzNChQ/HZZ59hzZo1uHTpEn777Tcjt4rihnfOwMBADBgwAAMHDlR0bn4xhYaGCiuoLDSaNGkCPz8/TJkyBaGhofj0008xduxYxQ/N8fLywsKFC/Hyyy/jwoULePjwIRo1aoSWLVsCKLi5tGrVCo0aNcLu3bsRGRmJUaNGiePlVyfLli1D9+7dra4n79Q+Pj5Go3VzmLL4GcJvRiXJ9OnTcfToUXEjdXNzMxJ1QUFBRgKbC7qrV6/i1KlTaNSokdnz/Prrr8jLy4OLiws6duyI0NBQaDQa7Ny5EydPnkS3bt3EjcLW1lYRTm/OnDmYNWuW0UNdbTEES4SGhmLz5s3CFcjW1laxgqEaHTp0wNy5c7F27Vr4+voK3/DQ0FDcvn1bIXImTpwIZ2dnRZ+zBo1Gg9u3b6u6ZxhSp04d4QazZcsWo0G3HOGG3+SAgsHqP//8g2PHjilcuGrVqoUqVaogOjoajRs3FqvamaNly5b4/PPPkZ2djb///hv9+/dXCEJOt27dsHLlShHp5/Llywrrixr8Ad6oUSOcOnUKO3fuxJUrV8SDICQkRLy+/vDDDwEUrOS5ceNGjB07FgcOHMDZs2dFuESOoQg3jI7ChbKhCOfi05JPuDlLOBfRqampSEtLQ8WKFYUglUV4UlKSYmJmTk4ObGxsjJatBwos4c7OzkbRUYDHIjwjIwNly5YV7gq8r3JLtUx6errCHUV2C3B1dVUYhWQrLT+PJRGemZkpysjr9G9EOB+UqIlwPskOUL5F4GU3HAS6u7sL1wMvLy8jX1T5eeXm5obk5GR4eXkJH2wuqidPngw/Pz88fPhQ+OPydnR2dhaDtXLlyuHChQsiX7ndfX19kZSUBFdXV+Tl5SE5OVkhktVchvhxwGMxKQ+oWrZsiUqVKmHevHn47bffkJGRgWbNmgn3MXt7e2G9lusaHByMY8eOwdvbW8TNdnFxUbhQ8fPI11pQUBDOnTsHb29vhRWe14PrA/kZz++ZUVFR+OmnnzBu3DgcP35cMTDy9fWFjY0Nfv31V/FWkMMHQnzAYWdnh9q1ayveFLRr105Yi4OCghSGQV7+27dvC0s4R74W3N3dsW7dOjRr1gx9+vQRgzJfX1/R1zw9PYW45u4xvM/x34mfW357XKNGDfGs5SLW19fXqJy1atVSRFtxdnZG/fr10bJlS/Hm+bXXXsPXX3+Npk2bYvbs2fjqq6/QsGFDtGzZEt27dxf30z/++AO5ubni/r13717k5+fDzc1NuAAxxlCuXDncv38fLVq0gEajwbx585CcnKxop5deegnTp09H48aN0aFDB3To0AGDBg2Cvb09fH19kZCQgFq1asHDwwOdOnVCnTp10KlTJ4UHBb9Pe3h4KOYSmKPIRThQMHlp2LBh8PHxgb+/P3799Vd4eXkhPDwcc+fOFY79s2fPxujRo1GhQgV4eXlh8eLFCotXSTBkyBCEh4ejbt260Gg04iHKCQwMxO7du9GsWTOxTKssYr28vBT+pWoTR2X4g7d27dp47bXXFPtsbW2FFbxTp07CPUUNeeT4oqK2qpY18BvFwYMHcezYMeHDbQrZD1N+lfX777/jwYMHqj6VMqas/4UlNDRUWLTq16+v8B81NTm5devWmDx5sojiMWrUKMTFxaF58+ZG5a5du7ZVSxGrIVs7zCFHcGnTpo3RfldXV/z555+Ij49XuMx89dVXeP31140iqdjY2ODo0aPIzc1VPEjN0a1bN0yfPh1//PEHbt26pfhNZV555RV8/vnn+Oeff5Cfn4/8/HyF36Mar776Kvbu3YtPP/0Uo0aNwtatW3HlyhUxOBw6dCjmzp2LIUOGiPZ3cXHBxx9/jGHDhiE+Ph6nTp1Cw4YNFQMDWZgCT2YJtzZEoWwJl91RuB9kuXLlxERrLjRdXV1x//59I0s4z09NhLu4uIg+LIszeTAniyo1Szgva0ZGhuKBKlt6MzMzzVrCuQjn9VQT4YaL8djZ2RlZutREuOxvL5/TcPDBBVBmZqYiAoqh4JbdUXh55evYy8vLyMVDLje3kMrtw4VYUFAQevbsqQh3K4tw/vaWC0ZeNvm3K1OmDCIjI+Hs7CxcbwwHRNOmTYONjY1ChE+cOBH3798X17f8W1asWFFEFeNlld1EgILf21CEG1rCgYJBCO/7ptxRuBD28fERAtLBwUG0mTnDVNWqVXHp0iVxXYSFhYky8eP69++P/v37K/zduaDn4rJMmTJwcnJSCNgmTZrA398f/v7+0Gg0qpZwXm7DIAocNzc3NG3aFI8ePYK7u7t4hnp5ecHNzU3xNgNQhmQGHt/nZd/un376CX/++adCOzVs2BCTJk3CgAEDVAfYhvdqPt+J97G5c+eKifRvvPGGwiAjG1oM3Zflest5jx49Gl9//bXwdvjoo4+M0jVv3hwXL15EjRo1YGdnp3BF/Pnnn3H06FGFPq1QoQKGDh0KANi8ebOi3Tw8PIyiOpmiWES4r68vdu7cabR9yJAhCr9pZ2dnRUD7p0HXrl0tLp4hi2EHBwe88sorxV0sohhxdHSEp6ensEbzNxGFxcfHR3GDK25ksdioUSNFFA5TDwYHBweFvzGfDPO04A9GPz8/o0lMHNkazvH29kbHjh1V06u9dTJHnTp1YG9vj//9738AYFKEt2jRAu7u7ti1axfKlCkDOzs7xSBCDV9fXxHbvFevXvjkk08AFPhUAgVCJyEhwUiw8bodPXoUp06dEvNCOEXhjqIWolBtsR7ZEi67o3DhqNVqxfGyJZz7hMsTM7nIVxPh8kNLzR0FUIpwLtocHR3F+bVaLVJSUkQUDI7cvgkJCYpJnIYiPC8vDxkZGfDy8sKDBw9ULe3AYzHLo25ZMzHT09NTROKQ8+TPHF5vLoAAGLmjGJ6Dl93Hxwfx8fFwcXERv5HcphxZtPMyytceFzX82lQbzKiJcJ6XnJ6LND4RVc4DKPht+ZwmOfpQ586dFW8x5TzlQQbvb4bGMh8fH8TExCjScmFqZ2cn8tNqtYqBH98uGxG4a5t8f7ezsxP/yy4YpnBzc8PGjRvRpEkTLF++HICx770ssA1dgfhgX36+uLu74/z586LPyMfLZfLx8VH0NUMRDjy+lvg+b29v1b5h+IaVn1N+3owaNcro7amtrS0+//xzAOpzFXi+souNRqMRlnUXF5cidU3+7LPPMG3aNItva02ds3v37mY9D/hcJU5h3FFo2fpC8MorryiWLCVKL/IrW0vuKM8K5cqVQ926ddGxY0e4uLggICAAfn5+qFu3rsVoN88KDg4OOHPmTIm7ncnY29ujVq1a2LBhAxwdHU2+fbO3t0fHjh3x+++/48yZMwgJCTHrD26IfGOW5yS4ubkZWVr9/PxQqVIlbNmyBXfu3DHqk6ZEuBwnXF5l0tRiPYXxCTe0nvOHiqurq6o7ilqccH5OQxGemZmpeCDK/5uaYMmFg2wJl9MaivCff/4ZTZs2FVZwbr1Tm9yYkpIixIfcTjJc2DPGrIoTnpqaKspsY2NjdE45T9n6LddZTYTzbVzcyn7ishjbv38/fv31V5FentAqCy3uOsEjdqm5Mjg5OQnXTS4m+WBJHjTJ4owLKlmEm/ptDe9fcnvIwprX09DFkItJDw8PvPrqqyhfvrxoe8aYwhLO29zV1VXkJ5+DC01nZ2cx/6ps2bJWWcJl+vbtC39/f1FPQ+uv3B94mwYGBuK3334T7p3y2zCNRgMvLy/xexoKdLkt5HZWE+EcPuDw8vISb7fUBnIc3r8svf2V4WllY4ejoyMOHz6sun5McaDRaKxylywqPDw8zMbhlykWS/jzijxJiyjd8Pige/fuLdGL89/y999/Kx7M58+fV8RrLw2YsjyXJCEhITh//jzq1Klj1l2oa9eueOuttxAfH6+IbGANtWvXRtu2beHj42OVm13Lli2FK4ChCDcMm6cWJ9yaEIVchFnyCWeMIScnR1jCgccDV271BpQinLtKydFRuMg3nJjJ51hwCivCeZnktLIYdHJywogRI+Dq6irc/ipUqID4+Hg4OzsrfDdTUlKQm5sr8tfr9ap9QrZ084GLjJo7CndtkC3DasfI9efCyPCc/Lth1BGgoF3T09OFQGzRooXor/y1urxAkeFbCNmvVW5TLtrkunEBzC3XcrtzkSZbNQ3dUTjmxKx8j5MF35YtW3DgwAEjocjL6eHhgV9//RX5+fnCJ7d79+4iQpFWqxVt7erqKtrD3d0dbdu2hb+/v7CKM8ZQvnx5LFu2DN26dRN+8oUZiMv1N+eyJ7t3GM6fO378uGJVao78BlBu44CAAMVbUnMinMchHzRokIjeZuoNJfD43s3dZqxFXjGTIxsmnjfUAhSYgkQ48UJy8OBBPHjwwGxUlGcRwwd9SbrDPE9wtxJZfKjx8ssvIz8/H9HR0YpQnNag0WgUK7BZokWLFoiIiIBWqzV63Q5A4UOt5o6iNjHT2hUzuSsJ/87T8ImZwGMR7urqKs6vJsLliZmm3FH4MWr/m7IKcwFnrSXc8Hg/Pz+cOXNGEdGjTJkywneTiw8+MOHl5WWX3VHMWco5jDFxflOWcF5v+Vj+27/22mti8RCOk5OTsI7ya58xJtrV2dkZFy9eVAh5vs/BwUEM2M0JLbV2lMtXvXp1REdHi3OoiXBeLkApouW8TUV0ApQT/uTju3btajT5Hnj8Rsjd3R02NjawsbFBzZo1kZ2dDQcHBxFGVavVKizh/Drw9vYWkwV5OEE+gOLzr7p3747WrVurhiI2B89H7Zq2sbFBfn6+0WBLxtQ9ys7ODh988AFq1qypcD+pXLmy4i2NqTcRQEEb8AUEeb8yZwkPDQ1FdHS0kU++JQrrMljaUYtSZAoS4cQLiVarNRuTnni+6datG/773/8qYvyq4e/vjzp16uDixYvFPheEWy579uypGrOeh1YDjKOjFDZEoaVl63ka2YVBFuG8HHKccJ6nmjsKF2TWiHBTlnBZTKpZwmXxribCuWh0dnYWwlHerybC5Wgahu4ohqgtKc8FTbt27cxawmURxs9pb28vQuTyVScdHR2FVZSLcFnEOTo6Gvm1yu4oXISbE1qWRLirq6tC5MttwUU4HxQCSt9lWbA7ODhgypQpignYalhjVeT90VDsGQ7W3NzcFJbwZs2a4ddff0XNmjXFNVejRg2sX7/eaA5K2bJlcejQIYtlMaRFixY4cuSIIkwt58KFC1avrKgGX8RPxsvLy+QkZXNv/Zo3b44NGzYIFxxTFFaAv4hYE3KYQyKcIIgXjtDQUCQnJ6uKXUP27duH+Ph4s5a7oiAkJATHjh0zGWZRFuH/dmKmvGKm2rL1QIEI12q1QvByi7Gzs7OqT7jsp67RaBTuKBxZhMvCzpQlXLaC8nPa2tqqWsLlPHhaQ0s4UGBl5WJQLoMswnmdXVxcRIhEfgx/Y2CImvXL09MTJ06cQFhYGBYuXGi0X80SLi8mJIeG4yLcUEgzxlTFPEcevFjj9yu3Kc9PLp854wWf3Fm9enWUKVMGly5dUghjw2Pnz59vMi+ONVbF6dOnIykpyWixLsPzurq6Kizhb7/9Nnr27GnkGsPXrCgKNBqNycn/1oRUtZbVq1fj4cOH0Gg0Jie2mmPVqlWYOnWqWas8YR316tXDf//7X/GWwRwkwgmCeCGxRoADBQLI2hCM/xbDEIwylkR4Xl6ewhptLkSh4cRMU5Zw+Zjk5GQ4OzvDxsZGdbEejjwZU6vVmhThpiKimLLi8WP56pOGaWXxYM4SzhdQMTymZs2acHR0RI8ePUQYXbVy8XYyRM1i6+DgIMLOmnNHkdtFTieL8MjISGg0GmEJ521jZ2dntQjn/cZchA81S7hcX7UwcJzy5cvjzz//RP369aHRaDBy5Eij6CiFRbakm6JRo0Y4fPiwyf28DcqWLStCCru6ukKj0ZhcY6G0IbvJmBqcmsPFxcViCFbCOmxsbDB27FirRDhFRyEIgigFyG4gahMzgcfuIdxlg1s+zfmEq03M5GkMJ2ZyESVbwmWhDjxeUZJbwmUBV1h3FNl3mZ+TMSbOZyqmtjlLeG5uLurXrw8HBwdFaLWgoCBkZWWhU6dOCncUjiwg1SzhPK1syZYFtWHYQ1tbW1F+eUAoH8PdePggMD8/X4hwbmG2sbFRuKMYIruj8PPI7iSm0gOP29Hw9zWFVqvFSy+9BG9vb3h5eRlNMC6MCyAP16c2eCksPA54YGCgIj7/84qpMJ/EsweJcIIgiFKAmiVcDlEIFITFs7e3F6s6FiZEIY8KYm5ipqHlNi0tzSiutmwJl/OTjwOULg6m3B1kVwR+LGNMlMmUCOeTzGShJbub+Pj4IDs7W+GnK5dBTYTzcskDC7ludnZ2+Oijj0ToS0ApIA3FpJ2dnRCE8loVhjHMAWX0DC7CuevFa6+9JtpfzRIuDwi41Zfnx8MSysgDAt4m9vb22LdvH3766Sej9DKGk1MNKYwI37lzp9HCQ0/K6NGj8fvvv6N58+aiTz3P4lT+HTQaDTw8PCzOfyGeDuSOQhAEUQowFOF2dnZCMHGhlZaWprBe5uXlgTEmBLbaiplyHG9rLeF88Zm0tDRFGp4HF/bmLOGytU7ebsodRbb2qk3MVLMCy4KSHy+Hi1RzYeF1ANR91fkAh+/nLjl2dnaYN28eABj5dMvbuPuPra2tyF+O0qQmwuWFZ2RXHC7eIyIijOpj2C4ODg6YPXs2du7cCR8fHxw/ftzsJLugoCDhf25vb4/27dujffv2JtMDll28ChPNyZpFcazF2dkZL7/8MoDHbVSYWNelDTm+OAA8ePCgyFZuJooW+lUIgiBKAS4uLiKSQlZWlkJwySKciy5uCedCTi06iuGy8mohCtVEOFAg7rglXH7Ay9Zvc5ZwQz9yjlwvWbTJIlwOIaiWt8yAAQOQlZWF+vXr4/fff1esgGzKGs/rrPZan4de5Pu5CJcHIuYs4Vy4azQaVKtWDUuXLsXrr7+Ob775xugY/tu1aNEC06ZNw4QJE0S8ajWRas4dxc7ODm3btkXbtm0BmA/Pee7cOQQEBCAuLg4ALEYG2rlzJ2JiYkzu79y5M3bv3q0aQaakGTp0KO7evWsUj/t5hLvhFIVLD1E8kAgnCIIoBbi4uCA2NhZAgUBWE406nU6ILm4J50LOlDuKHELQ0BIui/CUlBSjhWTS0tKMlsmW8zAXHUUWuLLlTs5LFm3cnaRGjRq4c+cOAPVJjIasW7dO/M+toXIdOJYs4WXKlIGtrS3effddseKrqYGENSI8Pz8fGo0Gb731lqJMcv35mw8fHx/MmTMHADBv3jzMmjVL4S/PLdDmLOGyy4sleNhALy8vUU5zqMXultmyZQvi4+OtPn9x4uTkhJkzZz7tYhQ7p06deq793p8XSIQTBEGUAuTFejIzMwttCTfnE84x9AmXXU0ePXqE6tWri7SOjo5ITEw08gmX8zRcAl4usyl3AFm4uri44I033kDbtm1Rq1YtbN++Ha1atRIiylCEDx06VNTNGuRyWxLh8iqZAwYMMNqvJsLV3FH44MPUSrdynfgbC/mNQJ8+fdCnTx/FMUUtwtXy/jc4OzurLlZDFB98YivxbFOkEzPz8vLw6quvomLFitBoNBZHvpUrV4aLi4tYOGXs2LFFWRyCIIjnBtknPDMzUyEa1US4vb09GGMKf2/ZJ5wvLW7oSsK/86Xu5YmZhkvD8/M8iSXclAg3dOtYtWoVRo4cCaBgkSUPDw9xbkMR/r///Q+//vqregOqIAtMNUFtSmTzOj2pJRyA6lLkhscsWLAAAQEBFn2p+QRctYmPhV1mnSCIkqPIo6O0adMGGzdutDr9vn37oNPpoNPpsHTp0qIuDkEQxHOBLMJN+YTLEUwMJ2EaWrn5/6Ys4TwPno9er1edTCn7mhvmYZifLDBNRcqQ05iywloKUfgkqLn3mBLZaiJdzaVGrouhcLfGEt6tWzfcvn3b4qQ6bqFXi2f/by3hBEEUH0XqjmJnZ4fx48cXZZYKsrOzFa8aU1NTi+1cBEEQzxJynHBDS7jst82FGBdumZmZ4ruNjQ1sbGxE+EDAWIQbik3ZMq22KqVaiEI1dxSNRmM2ZJ9hXczBBWVxiXBeZlOxwfn/ps7JBw/yfu5KxCO+WCPCreW9997DsWPHVCdr0qQ8gnh2eepxwnv37o1y5cqhT58+uHXrltm08+bNg4eHh/jwmb8EQRDPO09qCZdFON/OF9KRt/P/DUW5LIrV3FFMxQk3zM/e3t7Iyq6GNaKRC1hZOP9bES5bsi25o/D/TZXVMHQkABHZxnCJdEOsGYQYMmjQIMXy9TJq/ukEQTwbPFURHhERgZiYGFy/fh2BgYHo3bu32VdmU6dORUpKivjwGfIEQRDPOy4uLsjKykJ+fr5Jn/CUlBQhHA0t4Vzc2dnZmXVHkcWmob+3mjuKHLeb56HmjmLotmJKbNrb22PBggX45JNPTLbF4MGDUb16dYSEhBiVpyiwVoSbqoOaCH/11VcxePBgDB8+3Oy5i9pyTSKcIJ5dCuWO0rlzZxw6dEh13yeffGL2pqkGX63MyckJX375JTw8PBAdHa1YuEDG0dGRbiQEQbyQcEGYmZlp0hKemZlp1iec/zVlCVeLliILTdmPWy1uNz9GPpcsWA1FeEBAgGI1SKBA6P/f//2f2bYICQnBtWvXFNuK8tnAreJyfdXcUSwJZnm/u7s7wsPDcenSJbPHPIkl3Bx8AuzzvEIkQZRWCiXCd+/eXVzlEDP1CYIgCGO4uM7IyEBmZqZCVKmF2rPkjsJFqyVLuKVVLp2cnKyyhKtN0oyJiTG67z+pmLa0ZLoptmzZYnJ+kZqfuPy/JRGuVhd+jOGqhpyiju0cFBSE//znPyKsIkEQzw5FHic8OztbuJRkZ2cbWWw4t2/fxr1799CoUSPk5OTg008/RaVKlcwuo0sQBPGiYijC1dxR5HRqq2Pyv6mpqUbp+P+Gopwv056Xl2fSEm6tO4phBBE1Ifqkxhh5gFAYevXqZbIMlkIUOjg4oE2bNmLVTA4PP6gmqC1FRylqEa7RaPDxxx8XaZ4EQRQNRe4THhwcLB4OlStXVjwoxo4dK2KBp6Wl4c0334SnpycqV66MGzduYOvWrSatAwRBEC8yXJylp6cbGTdk4WZpYqadnZ1i6XVL0VGAx6JUFuGmfML5KpyG+Rm6WRh+f1Lx+d577ynKWJTIzy/DdgIKRPiePXtw6tQpxXFcYKvVyVR8dLVzEgTxfFPklvCYmBiT++Q44CEhIbhw4UJRn54gCOK5xJwl3MnJCTY2NsjPzzc5MVMWxgBUfcIdHBxUI5ioiXA+CHBycrIqTrhhrGtDEX7lyhVER0db1RYy3377Lb799ttCH2cOHsHEmomZai4p3BKuJqhNxUfnFLVPOEEQzy60bD1BEEQpgLtbZGRkGFnCNRoNXF1dkZaWZlWIQgCqlnDDMIKGwtna6ChqIQoNLdWG4jUwMBCBgYGWmqFEGDt2LPz9/RVLfxdmYqY5Szhvh3Hjxim2h4WF4ezZs/+q3ARBlC5IhBMEQZQCzFnCgQKra1pampiwaS5EIaAuwh0cHFQtvmrRQqz1CTfMg/MsW3zd3NwwaNAgxbbCTMzU6XQATLueZGZmGh27Zs0apKSkPHGZCYIofZADNkEQRClAFuFqE9659dXT0xOAcYhCQ7cQQ1EOGLujGC55ruYTbm10lNIkwtUwNTFTjf79+wMwHRaQuw/J1KxZE02bNi2KohIEUUogEU4QBFEKsGQJz8vLA/BY+Bm6o/Dvhn8N3VEMRTlQEOkKAPz8/MQ+c5ZwtYmZhpRmEW7JEv7f//5X/B4EQRCmIBFOEARRCnB0dIRGo8GjR4+Qm5trNMGPTwY0dEfhS90bWr6tsYRzkblp0ya8+uqrCuu77BMu52FjY6OwhJsSqkW9MmRxI8f8trRiJqAc3BAEQahBPuEEQRClAI1GAxcXFzx48ABAgd+yjCVLuGF0FDVLuIODg8JNggvPPn36oE+fPorzydFRDMWofC6+zzAudmmzhD/JipkEQRDmIBFOEARRSnBxccH9+/cBGItwLp65T7ipiZmGfw1XyJQxJzL5PsMQhYBy0idPx/3Knwf44IREOEEQ/wZyRyEIgiglyCLc0B2lX79+AICyZcsCeCyoTbmjcAFpGJJQbWKmGnzCp4uLi1H4QWvcUUozvF2KY4EggiBeHEiEEwRBlBJcXV0RHx8PwNgSvmzZMiQmJgphaGpipjmfcI1Go3BHMSegq1atqloOOU/ZHYVbwtu2bWu5os84vE40+ZIgiH8DuaMQBEGUEsy5ozg4OMDHx0d8N3RHMRWi0BqXEzW6du2KvXv3on379kb71CzhXITv2bMHOTk5JvMtTfDJsARBEE8CiXCCIIhSgjkRbohsCbezszOykPO/hvHGZcy5o2g0GnTo0EF1n2wJ5yKcT8y0t7cvVZMyq1SpgrS0NNV9/G0AQRDEk0AinCAIopTg4uIifLEtiXA5RKFhHG/gsQg3J7Sf1J9btoQbuqOUNi5fvmy0bfDgwXByckLXrl2fQokIgnheKFKfcJ1Oh1atWsHHxwdeXl546aWXcPXqVZPpo6Ki0LJlS7i4uKBBgwY4d+5cURaHIAjiuYJPxvT29ja5CA7HxsYGNjY2yMzMVBXhcnQTU5gT6IasWrUK27dvB6AU4bzMubm5Vuf1LOHk5GTURnZ2dhgwYABNzCQI4l9RpCLc0dERP/74IxISEvDw4UP07dsXw4YNM5l+0KBB6Ny5M5KSkjBy5Ej06dOHJroQBEGYgEc+KVOmjFXp7e3thTuKvE3++6Q+4Ya88cYb6NatGwClOwoPmWi4TDtBEMSLTpHeFe3t7VGrVi3Y2NiAMQYbGxtER0erpo2MjERkZCSmTp0KJycnvPfee9Dr9Th27FhRFokgCOK5oXz58gAAX19fq9Lb2dlZdEcxJ47/rTuKra0tXF1dARiHVCQIgnjRKRaf8Hr16uHKlSvIz8/H559/rprm8uXLCA4OVtzk69Wrh0uXLqFNmzaqx2RnZyM7O1t8T01NLdqCEwRBPMNwEe7t7W1Vem4Jl9Nbs+Q659+KcCcnJ2g0Gnz55ZfCSk4QBEEUUCwi/Pz588jMzMTq1atRsWJF1TQ6nQ7u7u6Kbe7u7tDpdCbznTdvHmbNmlWkZSUIgigt8PuptVZlOzs7pKSkmLWEm+NJXUj4JEzuSz1hwoQnyocgCOJ5plB32M6dO4tJKoaf//znP4q0zs7OGD16NEaOHIlHjx4Z5aXVao0s2ampqWYfLlOnTkVKSor43LlzpzDFJwiCKNW0bdsWQ4YMwdSpU61Kb29vD8aYWZ9wTmEmYVqLuUmfBEEQLzqFsoTv3r27UJkzxqDT6RAXFwcvLy/Fvtq1ayMyMhK5ubniYXD+/HlMmjTJZH6Ojo7F8qAgCIIoDbi6umL16tVWp1ezehtGRwGAmJgYhWB2d3f/V+5+3IJOIpwgCMI0RTox89y5czh06BBycnKQnp6OadOmwdPTE9WrVzdKGxwcjODgYMyfPx/Z2dlYvHgxbG1t0aJFi6IsEkEQxAuLmtVbTZhXqlQJ5cqVE98jIyNx7dq1Jz4vD91HIpwgCMI0RSrCc3NzMX78ePj4+CAwMBBnz57Fzp07xc1+7NixGDt2rEgfERGBXbt2wdPTEz/++CM2bdpkMfYtQRAEYR383muNO4pM+fLlVY0n1sIt4fTmkiAIwjRFqngbNWqEM2fOmNy/dOlSxfdq1arh6NGjRVkEgiAI4v9jzh3FxcWl2M77+uuv4/Lly2jYsGGxnYMgCKK0Q2ZngiCI5xQ1qzf/n8fvLg7q1q0rVs8kCIIg1KElzAiCIJ5TzFnCi1OEEwRBEJYhEU4QBPGcwiOgODs7i23cX5svqEMQBEE8HUiEEwRBPKfw6CSyCA8ODgZQsEIxQRAE8fQgn3CCIIjnFC6+5VCBPXr0QEJCAsqUKfO0ikUQBEGALOEEQRDPLWoiXKPRkAAnCIJ4BiARThAE8Zyi5o5CEARBPBuQCCcIgnhOUbOEEwRBEM8GJMIJgiCeU0iEEwRBPLuQCCcIgnhO4SKc3FEIgiCePUiEEwRBPKdwCzhZwgmCIJ49SIQTBEE8p5AlnCAI4tmFRDhBEMRzCl+inizhBEEQzx7FJsLnz58PjUaDv/76y2SaypUrw8XFBVqtFlqtFmPHji2u4hAEQbxwZGVlAQC0Wu1TLglBEARhSLGsmHnv3j1ERESgfPnyFtPu27cPzZo1K45iEARBvNC0bt0aAFC9evWnXBKCIAjCkGKxhP/f//0fZs2aBUdHxyLNNzs7G6mpqYoPQRAEoU6bNm2QkpKC0NDQp10UgiAIwoAiF+EHDhxAYmIi+vTpY1X63r17o1y5cujTpw9u3bplNu28efPg4eEhPgEBAUVRZIIgiOcWd3f3p10EgiAIQoUiFeF5eXmYMGECFi1aZFX6iIgIxMTE4Pr16wgMDETv3r3BGDOZfurUqUhJSRGfO3fuFFHJCYIgCIIgCKLkKJRPeOfOnXHo0CHVfZ988gnc3NzQqlUr1KlTx6r8WrRoAaBg5v6XX34JDw8PREdHIygoSDW9o6Njkbu4EARBEARBEERJUygRvnv3brP7e/fujUOHDmH9+vUAgISEBHTr1g0LFizAiBEjzB6r0Wig0WgKUxyCIAiCIAiCKJUUaXSUlStXipBYANC4cWP88MMPaNeunVHa27dv4969e2jUqBFycnLw6aefolKlSqhcubLV5+OuKzRBkyAIgiAIgngW4LrUnIs1UMQi3NPTU/Hd1tYW3t7ecHFxAQARB3zp0qVIS0vDm2++iZs3b8LFxQUtWrTA1q1bYWNjvZt6WloaANAETYIgCIIgCOKZIi0tDR4eHib3a5glmf4Mk5+fj9jYWLi5uZErC/HMkpqaioCAANy5c4ciVRDPLNRPidIA9VOiNMAYQ1paGvz8/Mwal4tlsZ6SwsbGBv7+/k+7GARhFe7u7vTQIJ55qJ8SpQHqp8SzjjkLOKfYlq0nCIIgCIIgCEIdEuEEQRAEQRAEUcKQCCeIYsbR0REzZsygGPfEMw31U6I0QP2UeJ4o1RMzCYIgCIIgCKI0QpZwgiAIgiAIgihhSIQTBEEQBEEQRAlDIpwgCIIgCIIgShgS4QRBEARBEARRwpAIJwiCIAiCIIgShkQ4UWJkZ2djxIgR8Pf3h4eHB9q1a4cLFy6I/fPnz4evry+8vb0xefJk8MA9eXl5ePXVV1GxYkVoNBrEx8cr8s3MzMTQoUPh5uaGwMBArFmzxmw5Tp48idDQULi4uKBt27a4deuW2Pfhhx8iKCgIbm5uaNSoEQ4dOmQyn8jISHTv3h1lypSBr68vhg4dikePHon9ISEh0Gq14mNjY4OFCxdi7ty5YpujoyPs7e3F97FjxwIAfv/9d1SrVg2urq7o1auXIl85T61WC41Gg40bN5osp6l2tdQWhlhq55UrV8Lf3x/u7u4YMWIEcnJyTOZFPBkJCQno1q0bXFxcEBwcjL179wIAxo4dq+gT9vb26NGjh2oelq6n4cOHw9HRUeQVEhJitkzmfveoqCi0bNkSLi4uaNCgAc6dO/cvW4AoDRRFP9XpdGjVqhV8fHzg5eWFl156CVevXhX7C3vfp35KPJMwgighdDodmz17Nrtz5w7Ly8tjCxcuZEFBQYwxxnbs2MECAwNZVFQUi42NZbVq1WLLly9njDGWm5vLFi1axI4fP84AsLi4OEW+kyZNYl27dmUpKSns6NGjzMPDg0VGRqqWISsri/n7+7Ply5ezzMxMNnnyZNa6dWuxf+bMmez69etMr9ezX3/9lXl5ebHU1FTVvP7++2+2atUqlpyczHQ6Hevfvz8bOXKkatrExETm4ODArl+/rtg+b948NmzYMMW2+/fvM09PT7Zz506m0+nYkCFD2Ouvv66a77lz55izs7PJMpprV0ttYYi5dj5//jzz8vJiJ0+eZMnJyaxdu3Zs+vTpJvMinoz+/fuz0aNHs/T0dLZ582bm5eXFkpKSjNLVr1+f/fTTT6p5WLqehg0bxubNm2dVeSz97o0bN2YzZ85kmZmZ7Ntvv2VVqlRhubm5hagxURopin6ak5PDLl++zPR6PdPr9ey7775jTZo0EfsLc9+nfko8q5AIJ54a2dnZTKPRsMTERDZw4EA2f/58sW/58uWsffv2RseoiYby5cuzv/76S3x//fXX2axZs1TPuWvXLlazZk3xXafTMWdnZxYTE6Oa3s/Pj506dcqq+uzevZvVqVNHdd/ixYtZs2bNjLarifClS5eyl19+WXy/ceMGc3JyYllZWUbHT548mQ0cONBkmcy1a2Hbwlw7f/TRR2zs2LFi3969e1mVKlVMlosoPGlpaczBwYHFxsaKba1bt2arVq1SpLt8+TJzdHRkycnJFvP8tyLc3O9+9epV5u7uzrKzs8X+wMBAdvDgQavyJkonxdFP8/Ly2OLFi5mvr6/YVpj7PvVT4lmF3FGIp8bx48dRrlw5+Pj44PLly6hbt67YFxoaikuXLlnM49GjR4iPj7f6WMPzuLq6omrVqrh8+bJR2piYGCQlJaFatWpW1efYsWMmX92Hh4djyJAhVuVjWMaqVavCzs4ON2/eVKRjjGHNmjWKfI8cOQJPT0+TecltY6kt5s+fj+7duwOw3M5q54mOjkZmZqZVdSYsc/36dXh4eKBChQpim1pfDw8PR/fu3eHh4SG21atXDxEREVaf64svvoCPjw9atGihcMm6ffs2PD09cfv2bQDmf/fLly8jODgYDg4OinJYc10TpZei7qf16tWDk5MT3nvvPUyZMgWA5fsR9VOitGD3tAtAvJikpKTgrbfewpw5cwAU+P+5u7uL/e7u7tDpdBbz0el0sLW1hYuLi1XHGp7HVPrc3FwMGzYMkyZNUjwkTHH27Fl88803qj7kMTExOHHiBDZt2mQxH15GX19fi2U8dOgQMjIy0KVLF7GtVatWSE5OVuRlql0ttcVHH32kyMdcO6udh293dna2qt6EeUz9XvLvDQARERFYuHChYtv58+etPs/48ePx1VdfwdXVFevXr0ePHj1w8eJFBAQEIDAw0GL/4tutvdaI54ui7qfnz59HZmYmVq9ejYoVK4pzmLsfUT8lSgtkCSdKnKysLPTu3RvdunXDyJEjARRMNkxNTRVpUlNTodVqLeal1Wqh1+uRkZGheqw8OfL27dtG51E7F2MMw4cPR9myZTFz5kyx3TAvTnR0NHr06IHly5erWsIjIiLQsWNHlC1b1mJ9eJ0slREosCQNGDAA9vb2Vucl52PteXhac+2sdh6+nSgarPm9jh07hkePHuGVV1554vPUr18fXl5ecHBwwJAhQ9C8eXPs2bPHqjLJv3th+hfx/FAc/dTZ2RmjR4/GyJEj8ejRI4v3I0tlon5KPCuQCCdKlLy8PAwcOBB+fn5YsGCB2F67dm1FpJRz585ZjMoAAF5eXihfvrzJYy9duiSsHYGBgUbnSU9PR1RUFGrXri22vf/++4iNjcXq1athY/P4EjHMCwDi4+PRqVMnTJ8+Hb1791YtY0REhNWuKIBxW9y8eRN5eXkICgoS23JycrBhwwaL+ZprV2vagmOpndXOU6VKFbKCFyHVq1dHSkqKIpqJ4XUSHh6Ofv36wdHRscjOK18Dhpj73WvXro3IyEjk5uaK/efPn7fquiZKL8XVTxlj0Ol0iIuLs3g/MoT6KfHM8pR90okXjOHDh7POnTuznJwcxfbt27ezSpUqsZs3b7K4uDgWEhIiongwVhDJIzMzkwFgMTExLDMzU+ybOHEi69atG0tNTWXHjx9nHh4e7OrVq6rn5xFBVqxYwbKysthHH32kiAjy6aefsrCwMJaSkmKxLsnJyaxevXomJwMxxtiZM2eYq6sr0+l0qvvNRUfZtWsXS09PZ0OHDjWKjrJ582ZWuXJllp+fb7aM5trVUlsYYq6dz58/z7y9vdk///zDkpOTWYcOHSg6SjHQr18/9uabb7KMjAy2detWRdSJ3NxcVqZMGbZ//36L+Zi7njZs2MB0Oh3Lzc1la9euZW5ubiw6Olo1H0u/e+PGjdns2bNZVlYW+/777ynqxAtCUfTTs2fPsoMHD7Ls7Gym0+nYlClTWMWKFcWzozD3feqnxLMKiXCixIiJiWEAmJOTE3N1dRWfQ4cOMcYYmzt3LvPx8WGenp5s0qRJCoFZqVIlBkDx4WRkZLDBgwczV1dX5u/vz8LDw82W48SJE6xu3brMycmJtW7dWhENBABzdHRUlG/16tWq+axcuZIBUKR1dXVVpJk4cSIbPHiwybKoiXDGCkILBgUFMWdnZ9ajRw+j8F79+vVj06ZNMzru0KFDRmUw167m2mLOnDmKKC2W2nnFihXMz8+PabVaNmzYMNVoLsS/48GDB6xr167M2dmZVa9ene3Zs0fs2759O/P392d6vd7ouNq1ayv6sbnrqWXLlszd3Z15eHiwJk2asD///FPsu3XrFnN1dWW3bt0S28z97tevX2ctWrRgTk5OLCwsjJ05c6aomoJ4himKfnry5EkWFhbGtFot8/b2Zl26dGHnzp0Tac3dj6ifEqUFDWPSyh0EQRAEQRAEQRQ75BNOEARBEARBECUMiXCCIAiCIAiCKGFIhBMEQRAEQRBECUMinCAIgiAIgiBKGBLhBEEQBEEQBFHCkAgnCIIgCIIgiBKGRDhBEARBEARBlDAkwgmCIAiCIAiihCERThAEQRAEQRAlDIlwgiAIgiAIgihhSIQTBEEQBEEQRAnz/wC7iAXvSQdKSgAAAABJRU5ErkJggg==", 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", - "text/plain": [ - "
" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from obspy import UTCDateTime\n", - "t = UTCDateTime(\"2010-02-27T06:45:00.000\")\n", - "st = client.get_waveforms(\"IU\", \"ANMO\", \"00\", \"LHZ\", t, t + 60 * 60)\n", - "st.plot() " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "369b8a58-8776-4b2b-8368-63dd04644d75", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2 Event(s) in Catalog:\n", - "2002-01-01T11:29:22.720000Z | +6.282, +125.749 | 6.3 MW\n", - "2002-01-01T07:28:57.480000Z | +36.991, +72.336 | 6.3 Mb\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "starttime = UTCDateTime(\"2002-01-01\")\n", - "endtime = UTCDateTime(\"2002-01-02\")\n", - "cat = client.get_events(starttime=starttime, endtime=endtime,\n", - " minmagnitude=6, catalog=\"ISC\")\n", - "print(cat) \n", - "\n", - "cat.plot() " - ] - }, - { - "cell_type": "markdown", - "id": "5e30669a-5b7f-4e85-97e4-26574c2d2494", - "metadata": {}, - "source": [ - "## Test ES SDK" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9e684aff-6bf7-4dca-bd3c-09f711c913b7", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import requests\n", - "from pathlib import Path\n", - " \n", - "from earthscope_sdk.auth.device_code_flow import DeviceCodeFlowSimple\n", - "from earthscope_sdk.auth.auth_flow import NoTokensError\n", - "\n", - "def get_es_file(url, directory_to_save_file='./', token_path='./'):\n", - " \"\"\"function to get earthscope data using es-sdk\n", - " modified from https://gitlab.com/earthscope/public/earthscope-sdk\n", - "\n", - " Parameters\n", - " ----------\n", - " url : string\n", - " url of desired file at gage-data.earthscope.org\n", - " directory_to_save_file : str, optional\n", - " path of directory in which to save the file, by default cwd\n", - " token_path : str, optional\n", - " path of directory in which to save the token, by default './'\n", - " \"\"\"\n", - " # instantiate the device code flow subclass\n", - " device_flow = DeviceCodeFlowSimple(Path(token_path))\n", - " try:\n", - " # get access token from local path\n", - " device_flow.get_access_token_refresh_if_necessary()\n", - " except NoTokensError:\n", - " # if no token was found locally, do the device code flow\n", - " device_flow.do_flow()\n", - " token = device_flow.access_token\n", - "\n", - " # request a file and provide the token in the Authorization header\n", - " file_name = Path(url).name\n", - "\n", - " r = requests.get(url, headers={\"authorization\": f\"Bearer {token}\"})\n", - " if r.status_code == requests.codes.ok:\n", - " # save the file\n", - " with open(Path(Path(directory_to_save_file) / file_name), 'wb') as f:\n", - " for data in r:\n", - " f.write(data)\n", - " else:\n", - " #problem occured\n", - " print(f\"failure: {r.status_code}, {r.reason}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1031aa3d-9132-4b06-a67d-54803730e61f", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "url='https://gage-data.earthscope.org/archive/gnss/products/velocity/cwu.final_igs14.vel'\n", - "get_es_file(url)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7fcc018b-46cb-4731-add0-05a476db1f2b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "df=pd.read_csv(\"cwu.final_igs14.vel\",header=35, delim_whitespace=True)\n", - "df=df.drop_duplicates(subset='*Dot#', keep=\"last\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1c97f09a-c5f3-4ae8-ba88-f1e0534631a0", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import numpy as np\n", - "angle = np.degrees(np.arctan2(df[\"dN/dt\"], df[\"dE/dt\"]))\n", - "length = np.hypot(df[\"dN/dt\"], df[\"dE/dt\"])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6ecc6b57-9a0c-4601-a406-06d622f6e21d", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# West, East, South, North boundaries of the map\n", - "region = [-130, -100, 30, 50]\n", - "\n", - "fig = pygmt.Figure()\n", - "with fig.subplot(\n", - " nrows=1,\n", - " ncols=2,\n", - " figsize=(\"35c\", \"15c\"),\n", - " sharey=\"l\", # shared y-axis on the left side\n", - " frame=\"WSrt\",\n", - "):\n", - " with fig.set_panel(0):\n", - " fig.basemap(region=region, projection=\"M?\", frame=\"af\")\n", - " fig.coast(area_thresh=1e4, land=\"#eeeeee\")\n", - " scale_factor = 2 / length.max()\n", - " fig.plot(\n", - " x=df.Ref_Elong,\n", - " y=df.Ref_Nlat,\n", - " direction=[angle, length * scale_factor],\n", - " style=\"v0.15c+e\",\n", - " fill=\"blue\",\n", - " pen=\"1p,blue\",\n", - " )\n", - " # Plot a quiver caption\n", - " fig.plot(\n", - " x=-4,\n", - " y=42,\n", - " direction=[[0], [1 * scale_factor]],\n", - " style=\"v0.15c+e\",\n", - " fill=\"blue\",\n", - " pen=\"1p,blue\",\n", - " )\n", - " fig.text(\n", - " x=-4,\n", - " y=42.2,\n", - " text=\"1 mm/yr\",\n", - " justify=\"BL\",\n", - " font=\"10p,Helvetica,blue\",\n", - " )\n", - " with fig.set_panel(1):\n", - " fig.basemap(region=region, projection=\"M?\", frame=\"af\")\n", - " fig.coast(area_thresh=1e4, land=\"#eeeeee\")\n", - " pygmt.makecpt(\n", - " cmap=\"polar\",\n", - " series=[-.005, .005],\n", - " )\n", - " fig.plot(\n", - " x=df.Ref_Elong,\n", - " y=df.Ref_Nlat,\n", - " fill=df[\"dU/dt\"],\n", - " style=\"c0.2c\",\n", - " cmap=True,\n", - " pen=\"0.5p,black\",\n", - " )\n", - " fig.colorbar(\n", - " frame='af+l\"vertical velocity [m/yr]\"',\n", - " position=\"jTL+w7c/0.3c+h+o1/1\",\n", - " )\n", - "fig.show()\n", - "\n", - "#modified from https://www.fatiando.org/ensaio/latest/gallery/alps-gps-velocity.html" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ce505709-d15c-4ecc-afd9-ce0552bd3b4a", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/getting_started.md b/docs/content/getting_started.md deleted file mode 100644 index c4d9928..0000000 --- a/docs/content/getting_started.md +++ /dev/null @@ -1,95 +0,0 @@ -# Start Here - -![cloud_project](img/cloud_project_logo.svg) - -# Registration & Access - -Welcome to GeoLab! The EarthScope-operated JupyterHub that provides a powerful platform for accessing Jupyter Notebooks in a shared, cloud-based environment. GeoLab is a collaborative environment for students, researchers, and other members of the geocentric scientific community to work on high-throughput, data-intensive workflows while having access to powerful computational resources, tools, and a community of experts. - -Most of our users will join GeoLab through one of the EarthScope Short Courses or other specific hosted workshops. However, if you have come across GeoLab through some other way and are part of the geophysics or other Earth science communities and want to join GeoLab, please follow the instructions below which will guide you through the onboarding process and gain access to GeoLab. - -## 1. EarthScope User Account - -There are a few steps you'll need to follow in order to be approved for accessing GeoLab. - -First, you'll need to register for an EarthScope User account. Visit our [EarthScope User Management account page](https://www.earthscope.org/user/) to sign up and/or view your existing User profile. More detailed instructions for creating an account can also be found at the following link: [ES User account creation](../content/how_do_i/register_es_user.md) - -## 2. GeoLab Access Form - -Second, fill out this short Requesting GeoLab Access form to provide us with the necessary credentials and information to grant you access to the hub. - -More detailed instructions for this step can be found [here](../content/how_do_i/register_geolab_access.md). - -## 3. Getting an approved Earthscope Profile -Once you get an Earthscope-approved profile, you can sign on through the [Jupyterhub portal](https://geolab.earthscope.cloud/hub/login?next=%2Fhub%2F). - The portal will take you to a sign-on page, asking you to sign in with your email or a Google address. - -![Portal](img/Portal.png) -## 4. Launching your server -The Choose Your Server option lets you select a computing environment tailored to your needs, ensuring you have the right resources for your projects. -![Server](./img/Server.png) -When selecting a server for your JupyterHub environment, it's important to choose one that meets your computational needs without overcommitting resources. Below are the available server options along with their specifications and recommended use cases. - - -The **Shared Small server** is a multi-user environment where resources are shared among several users. This is the recommended option for most users, especially for those starting out or working on less intensive tasks. -Use Cases - - Initial development and testing - - Educational purposes - - Light to moderate data analysis - -The **Small server** is a dedicated environment with more robust resources. This option is suitable for users who need more computational power and memory for their projects. It ensures that you have consistent access to the allocated resources without competition from other users. -Use Cases - - More intensive data analysis and processing - - Running medium-sized machine learning models - - Projects requiring higher memory capacity - -The **Medium server** provides a balanced environment with significant computational power and memory, making it ideal for more demanding tasks. This option is perfect for users who require a substantial amount of resources for their work but do not need the highest available tier. - - - Large-scale data analysis and processing - - Running large machine learning models and simulations - - Projects involving substantial datasets and computational workloads - -**To request a larger server, please contact an administrator** - -## 4. Selecting your image -In JupyterHub, selecting the appropriate image is crucial for ensuring you have the necessary tools and libraries for your tasks. Geolab is currently set up with 2 default images, **GeoLab** and **MsPASS**. - -- **GeoLab:** This image is designed for students and researchers. It includes pre-installed tools and libraries commonly used in geophysical studies. - -- **MsPASS:** This curated image is specifically prepared for the MsPASS short course. - -- **Custom Images:** Custom images can be created upon request. If you have specific requirements or need particular software setups, please get in touch with the administration to discuss your needs and have a custom image prepared for you. -![Server_options](img/Server_Options.png) -After selecting your appropriate image, you will be prompted with a loading screen. Please be aware that this process may take a few minutes. -![Loading](img/Loading.png) -Once the loading process is complete, you will be prompted with a Jupyter Notebook interface. If you encounter any issues, double-check that you have selected the correct image. If problems persist, please contact an administrator for assistance. -Open a Terminal and run this code to check if you are in the right image: - - **Check image:** - ``` - printenv | grep IMAGE - ``` -If on the wrong image skip to step 5 to restart and select the correct image -## 5. Once in Hub -Once you are in the JupyterHub environment, take some time to familiarize yourself with the interface and available tools. Here are a few steps to get you started: - -**Explore the Environment:** -- Spend a few minutes navigating through the JupyterHub interface to understand where different features and options are located. - -**Check Out the /shared Drive:** -- The /shared drive contains additional documentation and introductory notebooks that can help you get up to speed with the tools and workflows available in JupyterHub. -- Review these resources to enhance your understanding and make the most out of your JupyterHub experience. - -**Respect the Hub:** -- Be mindful of the resources you are using and ensure you are not overloading the system. -- Properly shut down your server when you are done to conserve resources and maintain system efficiency. - -## 6. When you finish -When you have finished your work, it is important to properly shut down your server. This helps to conserve resources and maintain system efficiency. To shut down the server: -### Save all your work in the Jupyter Notebook -![Save](../img/Save.png) -### Navigate to the Control Panel -![Control_Panel](../img/Control_Panel.png) -### Click on the "Stop My Server" button -![Stop_Server](../img/Stop_Server.png) -# Happy computing & Enjoy your time in GeoLab! diff --git a/docs/content/getting_started/hub_best_practices.md b/docs/content/getting_started/hub_best_practices.md deleted file mode 100644 index fd2b94c..0000000 --- a/docs/content/getting_started/hub_best_practices.md +++ /dev/null @@ -1,44 +0,0 @@ -# Best practices when using GeoLab - -A few things to keep in mind as you develop a workflow based around GeoLab. Adopting these tips and strategies will help keep your logins clean while avoiding artifacts from previous sessions and save money by avoiding unutilized storage and compute resources. - -## Personal Storage Limits - -Every GeoLab user has a "home" directory where the files, scripts, notebooks, Git repos, and any other files associated with their work will persist from one session to the next. This directory will appear as `/home/jovyan/` when using the Terminal. This is also the top-most directory seen in the navigation pane. - -We recommend using this directory to store files and notebooks associated with _processing_ the data. However, users are encouraged to stream data and _access it directly_ from cloud storage as much as possible to avoid downloading and storing a copy of the data in this directory on a long-term basis. Using these direct-access / data-proximate techniques will help keep storage costs to a minimum and avoid having to manage the data yourself. - -
- A brief aside on why we don't like to "download" data anymore - - Hopefully an insightful, but relatively brief, discussion/links to why we favor data-proximate workflows in the hub and cloud. -
- -Please keep personal storage in the home directory to <10 Gb. Your current storage size can be determined by using the Resource Monitor or by typing `du -sh` from a command Terminal in your home directory. - -### Other Storage Options - - -## Installing packages Using `pip` or `conda` - -If you find the need to install a Python package that is not included in the GeoLab base image, you can use either `pip` or `conda` to install the package yourself. Unfortunately, these packages will only be valid for the current session and will not persist from one session to another. - ->[!NOTE] - ->Guidance for suggesting packages to add to the base image can be found in the [Contributor Guide](contributor_guide.ipynb) - -To use a package between sessions, we recommend either of the two following strategies: -1. Install the package each time you need it either by typing the below in a Terminal window after logging in, or including it in the first cell of your Jupyter notebook - - `%pip install packagename` or `%conda install packagename` - - The `%pip` / `%conda` forms here are better than their `!pip` / `!conda` counterparts to ensure that the package is installed to the right directory - -1. Create your own image that can be loaded from the login page that includes the package(s) that are needed. - - -## Using Custom Images at Startup - -When selecting your server size, you are provided with a default environment defined by the GeoLab base image. This includes many Python packages and programs that are commonly used for geoscience data analysis. - -However, you have the option of loading a different image for your base environment if you have a preference for other apps and capabilities. At the server selection screen, click the dropdown menu for the image, and select `Other...` In the text box labeled "Custom Image", provide the URL for the image address you would like to use. - -Further instructions for developing, archiving, and maintaining a custom image and environment, please see our How-To article on the topic. \ No newline at end of file diff --git a/docs/content/getting_started/register_es_user.md b/docs/content/getting_started/register_es_user.md deleted file mode 100644 index 148f093..0000000 --- a/docs/content/getting_started/register_es_user.md +++ /dev/null @@ -1,19 +0,0 @@ -# Register an EarthScope User account - -In order to gain access to GeoLab, you will first need to register for an EarthScope User account. - -To start the registration process, click the following link - https://earthscope.org/user - -And that should bring you to the screen below - -![image](../img/es_login_popup.png) - -At the bottom, you can register a new User account by clicking either "Continue with Google" or "Continue with Cilogon". If you do not have a Google or CiLogon account associated with the email that you will use to register, click on the "Don't have an account? Sign Up" link instead. - -Either option you choose will bring up a page that has several required fields to fill out: First Name, Last Name, Country, Work Sector, and Institution. - -![image](../img/es_user_create.png) - -Our list of institutions is populated by the [Research Organization Registry](https://ror.org/) but if your institution if not included, just type the full name and click on the red 'Save...' button in the box. If you are *not* currently affiliated with a research or education institution, type "none" in this box and then click "Save". - -Finally, click "Register" and that should complete the process. You will then be taken to your User homepage at https://www.earthscope.org/user/info where you can see your account details and manage credentials for API access or real-time GNSS licenses. \ No newline at end of file diff --git a/docs/content/getting_started/register_geolab_access.md b/docs/content/getting_started/register_geolab_access.md deleted file mode 100644 index 3f5fc0e..0000000 --- a/docs/content/getting_started/register_geolab_access.md +++ /dev/null @@ -1,20 +0,0 @@ -# Accessing GeoLab - -## Access Request Form - -Once you have created an [EarthScope User](./register_es_user.md) account, you will need to fill out the [GeoLab Access Request form](https://support.center.earthscope.org/servicedesk/customer/portal/4/group/31/create/342) - -```{note} If you are registered for an EarthScope Short Course or Workshop that uses GeoLab, you _do_ need to create an EarthScope user account, but you _do not_ need to fill out the Access Request form. Access will be automatically granted through the course enrollment. -``` - -Once the form has been submitted, you will immediately receive an automated response acknowledging receipt of your Access Request form. - -At that time, our administrative group will review the form and work to grant you access to GeoLab. This should be completed within 2-3 business days. - -We will reach out directly through email if clarification is needed on the intended use case or to double-check the account credentials. - -## Login with your EarthScope User account - -Once you have been granted access to GeoLab, you can login to the hub either by directly navigating to [this link](https://geolab.earthscope.cloud/hub/spawn) or by accessing our [GeoLab Notebook Hub](https://www.earthscope.org/data/geolab/) webpage and click on the "Launch GeoLab" button. - -When the login screen appears, use the same method that you used to register for your EarthScope User account (email & password, OR "Continue with..."). Once your identity has been confirmed, you will be take to the Server Options screen. diff --git a/docs/content/getting_started/server_launch.md b/docs/content/getting_started/server_launch.md deleted file mode 100644 index bcaf3fa..0000000 --- a/docs/content/getting_started/server_launch.md +++ /dev/null @@ -1,92 +0,0 @@ -# Launching your Server -GeoLab offers several cloud server configurations. Use the menu options on this page to select your environment and resource configurations. - -![image](../img/server_options.png) - -## Select an Environment -Several pre-configured compute environments are available to choose from. Use the dropdowns below to select your initial configuration. Please see [Envrionment Management](../advanced_topics/env_mgmt.md) for more details on customizing your ephemeral server instance after launch, or bringing your own custom image. - -```{dropdown} GeoLab -The default GeoLab image contains a variety of python packages to enable a broad range of geophyiscal data analysis. -This image inherits all software in pangeo/pytorch_notebook, and includes additional support for EarthScope SDK/CLI and other geophysics tools. For a complete list of packages included in this image, see the GeoLab [github](https://github.com/EarthScope/GeoLab/tree/main/geolab-default). - -Note: If you believe we've missed a well-loved geophysical data analysis tool that should be included in this widely-used community image, please let us know by filling out the [Geolab Feedback Form]{{ geolab_feedback_form }}! -``` - -```{dropdown} SeaFloor Geodesy -This image is specifically intended for users to process GNSS-A/Seafloor Geodesy data. It is built on Ubuntu 20.04, and contains a set of software packages to support translation and processing of GNSS-A data collected on SV3 wavegliders. These packages include PRIDE-PPPAR for kinematic positioning of the waveglider and GARPOS for computing seafloor positions. It also contains an EarthScope python package es-sfgtools under development to streamline data and metadata access and drive the workflows needed to process these data. For more information, see the es-sfgtools documentation [here.](https://es-sfgtools.readthedocs.io/en/latest/index.html) -``` - -```{dropdown} Jupyter -The Jupyter image is a minimalist default configuration available to all JupyterHubs. This Environment does not have geophysics-specific tools and offers limited scientific computing tools. This environment is appropriate for very introductory python learning modules, or as a 'clean' base to build from. -``` - -```{dropdown} R Studio -The RStudio image is a stock image provided by 2i2c. EarthScope does not currently provide support or geophysical package extensions for this image. -``` - -```{dropdown} Short Course Images -EarthScope supports several educational short courses and workshops hosted in GeoLab throughout the year. If you are using GeoLab as part of one of these workshops, select the image corresponding to your course. - -Short Course Images are available on a temporary basis only and contain software configurations specific to the course. These environments are not intended for public use and are not recommended for ongoing research or external projects. They may be modified, updated, or deleted without notice. - -In some cases, short courses may use a custom image that is not available in the dropdown. See Other - Bring Your Own Image, below. - -You can learn more about EarthScope's educational short course offerings [here.](https://www.earthscope.org/education/skill-building-learning/courses/) -``` - -```{dropdown} Other... - -GeoLab is compatible with many other custom compute environments that are configured to run in JupyterHub. - -Custom images must be built docker containers that are available in a public image repository (e.g., aws ECR, ACR, dockerhub, quay.io) - -Select 'Other' from the dropdown menu and specify the public URL of the container. - -See [Environment Management](../advanced_topics/env_mgmt.md) for more details on bringing your own custom image. -``` - -```{dropdown} Build Your Own Image - -GeoLab has a mybinder extension that allows you to specify a custom environment configuration in a github repository and build it dynamically. - -See [Environment Management](../advanced_topics/env_mgmt.md) for more instructions on building your own binder environment. -``` - - -## Select your Resource Allocation -The Server Options page lets you allocate RAM and CPU tailored to your needs, ensuring you have the right resources for your projects. - -When selecting a server for your JupyterHub environment, it is important to choose the minimum server instance size that meets your computational needs without overcommitting resources. In order to keep operational costs low, we recommend that you start with the smallest server option available, and only move to a larger instance when you encounter performance barriers. - -```{note} - In many cases, you will be utilizing resources on a shared server to optimize cloud costs. You will be allocated, at minimum, the amount of RAM and CPU shown in black text. Depending on the workloads of other simultaneous users on the same server, additional CPU resources may be allocated to you automatically (up to the amount shown in gray text) and you may experience temporary boosts in performance. -``` - -Larger servers for more intensive projects, as well as servers offering GPU resources, are available on a case-by-case basis. To request access to a larger server for your project, please email data-help@earthscope.org. - - -## Stopping Your Server and Logging Out - -For improved cost and operational efficiency, it is important to stop your server to release the resources that you have claimed during your session. - -Please _Stop Your Server_ before logging off to re-allocate resources to other users. This also saves money by not charging for unused compute. - -1. Stop your server: - - - Navigate to `File` --> `Hub Control Panel` (this will open in a new browser tab) - - In the new tab, push the big red button that looks like this ![image](../img/bigredbutton.png) - - Once the button disappears, your server instance will be stopped. - -```{note} -Servers will automatically stop after 60 minutes of user inactivity. Long-running compute processes will time out without hourly user interaction. -``` - -2. Once your server is stopped, you can Log Out by clicking `Log Out` in the upper right corner of the Server Shut Down Page, or File -> Log Out. - -3. Finally, close all browser tabs for GeoLab before logging in again. - -```{note} -Logging out without first stopping your server can cause unexpected errors when re-launching GeoLab. -If you experience repeated errors, try clearing browser caches/cookies or launching GeoLab in another web browser. -``` \ No newline at end of file diff --git a/docs/content/getting_started/user_storage.md b/docs/content/getting_started/user_storage.md deleted file mode 100644 index 698c6f2..0000000 --- a/docs/content/getting_started/user_storage.md +++ /dev/null @@ -1,34 +0,0 @@ -# Storage options, limits, and management in GeoLab - -GeoLab offers a few different options to store data as described below. These storage locations are for storing data processing results, intermediate data products, shared notebooks, etc. These locations are not for long term storage. Also, we strongly recommend using data in EarthScope repositories directly through programmatic access without making a copy. - -## User home directories (aka folders) - -All GeoLab users have a home directory (`/home/jovyan`) with these limitations: - -* Store up to a maximum of 50 GB -* Accounts that have not accessed GeoLab for a period of six months may have all contents in their home directory removed. - -We highly recommend that you process data in memory. If you must save data to storage, do it in small batches and proactively delete the data once finished with your analysis. To see how much disk space you are using, use the command below from any Terminal window: - -`du -sh --exclude=="shared*" ~/` - -If you exceed the 50 GB limit, your current session will remain active but your processes will not be able to write to storage. This may result in your server instance crashing. To remedy this, start another server instance and immediately reduce your disk usage. If you are unable to restart a server after multiple attempts, please reach out to the GeoLab admins by sending an email to help@earthscope.org for assistance. - -If your account is inactive and data are removed from your home directory, this does not affect your access to GeoLab or your EarthScope User account. If you log into GeoLab after a period of inactivity and subsequent data removal, you will start with an empty home directory. - -## The `shared` storage - -The `shared` storage is a directory that everyone can read files from but only hub admins can write to. This storage is located at: -* `shared` in the File Browser, and -* `/home/jovyan/shared/` on the file system - -Shared storage is useful for common notebooks and (smallish) data sets for workshops or group exercises. Contact us at help@earthscope.org if you would like us to consider temporarily adding files to this location. - -## The `scratch` bucket storage - -The `scratch` bucket is an S3 bucket that all GeoLab users can read and write to. The `scratch` bucket is available at `s3://earthscope-scratch/` and should only be used for temporary data as it will automatically delete files after 14 days. - -## Bring your own S3 bucket - -Users can create their own S3 bucket and use it from GeoLab. If you want to create your own bucket we recommend setting it up in the `us-east-2` AWS region, which is where GeoLab operates, to minimize transfer latency and costs. 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"cells": [ - { - "cell_type": "markdown", - "id": "836f2eed-121f-49a5-a97f-6acd836703b1", - "metadata": {}, - "source": [ - "\n", - "# How to Notebook" - ] - }, - { - "cell_type": "markdown", - "id": "c132e50f-d304-41d6-b78f-30dcd2239772", - "metadata": {}, - "source": [ - "![cloud_project](../img/cloud_project_logo.svg) " - ] - }, - { - "cell_type": "markdown", - "id": "836ca03d-28e6-4d85-ba81-1f8aa7f05446", - "metadata": {}, - "source": [ - "\n", - "\n", - "Welcome to the JupyterHub how-to notebook! This guide will help you start using Jupyter Notebooks on GeoLab. You'll learn about the basic components of a notebook, how to perform essential operations, and best practices to make the most out of your Jupyter experience. \n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "ee4ec4b7-bf0c-4ce3-a160-cf801214e402", - "metadata": {}, - "source": [ - "# 1. Getting Started: Understanding your NoteBook\n", - "Jupyter Notebooks are an open-source web application that allows you to create and share documents that contain live code, equations, visualizations, and narrative text. They are widely used in data science, academic research, and machine learning for their versatility and ease of use." - ] - }, - { - "cell_type": "markdown", - "id": "0d4628d6-de9c-465b-95b4-f13a908fc61b", - "metadata": {}, - "source": [ - "## Basic Navigation\n", - "\n", - "You are now viewing the Jupyter Dash Board. Here are some key features \n", - "\n", - "- **Files Tab**: This is where you can see your files and directories.\n", - "- **Running Tab**: This shows all the currently running notebooks, terminals, and other sessions.\n", - "\n", - "\n", - "![JupyterHub Dashboard](../img/Jupyter_Dashboard.png)\n", - "\n", - "## Creating a New Notebook\n", - "\n", - "To create a new notebook, follow these steps:\n", - "\n", - "1. Click on the `New` button on the top left of the dashboard.\n", - "2. Select `Python 3` (or the appropriate kernel) from the dropdown menu.\n", - "\n", - "![New Notebook](../img/New_Notebook.png)\n", - "\n", - "A new notebook will open in a new tab.\n" - ] - }, - { - "cell_type": "markdown", - "id": "38ae6e48-0db2-4257-ad06-8eb45d89a02d", - "metadata": {}, - "source": [ - "# 2. Notebook Interface Overview\n", - "\n", - "When you open a new notebook, you will see a toolbar at the top, a menu bar, and an empty cell. \n", - "\n", - "- **Menu Bar**: Contains various options like File, Edit, View, Insert, Cell, Kernel, Widgets, and Help.\n", - "- **Toolbar**: Provides quick access to common actions such as saving, adding cells, cutting/pasting cells, running cells, etc.\n", - "- **Cells**: The main content area where you write your code or text.\n", - "\n", - "![Notebook Interface](../img/Notebook_interface.png)\n", - "\n", - "## Cell Operations \n", - "\n", - "- **Running Cells**: Cells can be run individually or in sequence using the \"Run\" button or keyboard shortcuts `(Shift + Enter)`.\n", - "- **Adding Cells**: New cells can be added above or below the current cell using the toolbar buttons or the `\"Insert\"` menu.\n", - "- **Deleting Cells**: Cells can be deleted using the `\"Cut\"` button or keyboard shortcuts `(Esc + D + D)`.\n", - "- **Reordering Cells**: Cells can be moved up or down using the toolbar buttons or by dragging and dropping.\n", - "\n", - "Try running the cell below to print a message:\n", - "\n", - "```python\n", - "# This is a code cell\n", - "print(\"Hello, GeoLab!\")\n" - ] - }, - { - "cell_type": "markdown", - "id": "3ceb6344-07f2-435c-91ef-7f00c80f4e0e", - "metadata": {}, - "source": [ - "## Keyboard Shortcuts\n", - "\n", - "Jupyter Notebooks have several keyboard shortcuts to enhance productivity. Here are a few essential ones:\n", - "\n", - "- `Shift + Enter`: Run the current cell and move to the next one.\n", - "- `Ctrl + Enter`: Run the current cell and stay in the current cell.\n", - "- `Esc + A`: Insert a new cell above.\n", - "- `Esc + B`: Insert a new cell below.\n", - "- `Esc + D, D`: Delete the current cell.\n", - "\n", - "For a complete list of shortcuts, go to the `Help` menu and select `Keyboard Shortcuts`.\n", - "\n", - "## Markdown Cells\n", - "\n", - "Markdown is a lightweight markup language that allows you to format text to properly document your code. Here are some basic Markdown elements:\n", - "\n", - "- **Headings**: Use `#` for headings (e.g., `# Heading 1`, `## Heading 2`, `### Heading 3`).\n", - "- **Bold and Italics**: Use `**bold**` or `__bold__` for bold text, and `*italic*` or `_italic_` for italic text.\n", - "- **Lists**:\n", - " - Unordered lists: Use `*`, `-`, or `+` (e.g., `* Item 1`, `- Item 2`).\n", - " - Ordered lists: Use numbers followed by a period (e.g., `1. Item 1`, `2. Item 2`).\n", - "- **Links**: `[Link text](URL)`\n", - "- **Images**: `![Alt text](URL)`\n", - "- **Code**: Inline code with backticks `` `code` `` and code blocks with triple backticks ``` ```.\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "b07acb1d-3d0c-4e4d-9e00-fa855c4c4490", - "metadata": {}, - "source": [ - "# 3. Saving and Exporting Notebooks\n", - "\n", - "To save your notebook, click the save icon (💾) in the toolbar or press `Ctrl + S`. Jupyter automatically saves your work periodically, but it's a good habit to save manually.\n", - "\n", - "## Exporting Notebooks\n", - "\n", - "You can export your notebook to various formats like HTML, PDF, and more. To do this:\n", - "\n", - "1. Go to the `File` menu.\n", - "2. Select `Download as`.\n", - "3. Choose your desired format (e.g., `HTML (.html)`, `PDF via LaTeX (.pdf)`).\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "58d74c5c-f770-4b36-a269-c164f2eed16c", - "metadata": {}, - "source": [ - "### Collaborating with Notebooks & Github\n", - "\n", - "Using GitHub is a great way to collaborate on notebooks with others. Here's how you can manage your notebooks using Git.\n", - "\n", - "#### Cloning a Repository\n", - "\n", - "To work on an existing project, you need to clone the repository to your local environment. Use the following command to clone a repository:\n", - "\n", - "```python\n", - "!git clone https://github.com/your-repo.git\n", - "```\n", - "\n", - "Replace `https://github.com/your-repo.git` with the URL of the repository you want to clone.\n", - "\n", - "#### Pulling Changes\n", - "To update your local repository with the latest changes from the remote repository, use the git pull command:\n", - "\n", - "```python\n", - "!git pull origin main\n", - "```\n", - "\n", - "This command fetches and merges changes from the main branch of the remote repository. Adjust the branch name if you are working on a different branch.\n", - "\n", - "#### Staging and Committing Changes\n", - "To stage the changes you made, use the git add command:\n", - "\n", - "```python\n", - "!git add .\n", - "```\n", - "\n", - "Next, commit the staged changes with a descriptive message:\n", - "\n", - "```python\n", - "!git commit -m \"Your commit message\"\n", - "```\n", - "\n", - "#### Pushing Changes\n", - "To upload your local changes to the remote repository, use the git push command:\n", - "\n", - "```python\n", - "!git push origin main\n", - "```\n", - "This command pushes your changes to the main branch of the remote repository. Adjust the branch name if you are working on a different branch." - ] - }, - { - "cell_type": "markdown", - "id": "9208cd0e-f01f-40d1-a2ce-b282904420d6", - "metadata": {}, - "source": [ - "# 4. Installing and Managing Packages/Environments\n", - "\n", - "**Note:** The current workflow for using the hub involves accessing the hub with the base image and then customizing it by adding your own packages and environments. This allows you to tailor the environment to your specific project needs.\n", - "\n", - "You can install packages directly from within a Jupyter Notebook using the `!` operator to run shell commands. Here are some common ways to install packages:\n", - "\n", - "- **Using pip**: The Python package installer.\n", - " \n", - " ```python\n", - " !pip install package_name\n", - " ```\n", - "- **Using conda** The package manager from the Anaconda distribution.\n", - "\n", - " ```python\n", - " !conda install package_name\n", - " ```\n" - ] - }, - { - "cell_type": "markdown", - "id": "253e3e8a-0135-48a0-a456-4f6dddbbf007", - "metadata": {}, - "source": [ - "## Managing Environments with conda\n", - "In addition to installing packages, conda can also be used to create and manage virtual environments. Virtual environments allow you to manage dependencies for different projects separately. Here are some common commands for managing environments with conda:\n", - "\n", - "- **Create a new environment:** \n", - " ```python\n", - " !conda create --name env_name\n", - " ```\n", - " Replace env_name with the name of your new environment\n", - "\n", - "- **Activate an environment:** \n", - " ```python\n", - " !conda activate env_name\n", - " ```\n", - "\n", - "- **Deactivate the current environment:** \n", - " ```python\n", - " !conda deactivate\n", - " ```\n", - "\n", - "- **List all environments:** \n", - " ```python\n", - " !conda env list\n", - " ```\n", - "\n", - "- **Remove an environment:** \n", - " ```python\n", - " !conda remove --name env_name --all\n", - " ```" - ] - }, - { - "cell_type": "markdown", - "id": "c383616e-02f4-4f7e-a890-49b991f0fd16", - "metadata": {}, - "source": [ - "# 5. Accessing the Terminal \n", - "\n", - "Jupyter Notebooks provide an integrated terminal, allowing you to perform various command-line tasks directly from your Jupyter environment. This can be useful for managing files, installing packages, and running scripts.\n", - "\n", - "## Opening the Terminal\n", - "\n", - "To access the terminal in Jupyter Notebooks:\n", - "\n", - "1. **Navigate to the Jupyter Dashboard**: This is the main page you see when you first log in to JupyterHub.\n", - "2. **Open a New Terminal**:\n", - " - Click on the `New` button in the top right corner of the dashboard.\n", - " - Select `Terminal` from the dropdown menu.\n", - "\n", - "This will open a new terminal window in a new tab.\n", - "\n", - "## Using the Terminal\n", - "\n", - "Once the terminal is open, you can use it like any standard command-line interface. Here are some common tasks you might perform:\n", - "\n", - "- **Navigating the File System**:\n", - " ```bash\n", - " ls # List files and directories\n", - " cd # Change directory\n", - " pwd # Print working directory\n" - ] - }, - { - "cell_type": "markdown", - "id": "fc4cb2c2-1284-4d26-a384-96b2fe075e80", - "metadata": {}, - "source": [ - "# 6. Best Practices\n", - "\n", - "## Code Organization\n", - "\n", - "- **Modularize Your Code**: Break down your code into small, reusable functions. This makes your code easier to understand, test, and maintain.\n", - "\n", - "- **Separate Code and Text**: Use Markdown cells to explain your code, document your process, and present your findings. This makes your notebook more readable.\n", - "\n", - "- **Use Headings**: Organize your notebook with headings and subheadings to create a clear structure. This helps readers follow your workflow.\n", - "\n", - "- **Use Version Control**: Integrate with version control systems like Git to track changes and collaborate with others.\n" - ] - }, - { - "cell_type": "markdown", - "id": "32ad1f72-9373-4f89-a82f-c6f3af014ca4", - "metadata": {}, - "source": [ - "## Visualization \n", - "- **Create Clear Visualizations:** Use appropriate plots to visualize your data. Label your axes and provide a legend if needed.\n", - "- **Use Interactive Plots:** Consider using interactive plotting libraries like Plotly for better interactivity.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "8fbc9d92-93de-4e02-9f16-b3f3711a02c5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "x = [1,2,3,4,5]\n", - "y = [1,2,3,4,5]\n", - "# Simple line plot\n", - "plt.plot(x, y)\n", - "plt.xlabel('X-axis label')\n", - "plt.ylabel('Y-axis label')\n", - "plt.title('Plot Title')\n", - "plt.legend(['Line 1'])\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "2b5e5ea2-39ee-4c02-ba4a-bf0d4474524b", - "metadata": {}, - "source": [ - "## Cleaning Up\n", - "- **Remove Unused Code:** Delete any code that is not being used. This keeps your notebook clean and focused.\n", - "\n", - "- **Restart and Run All:** Before finalizing your notebook, restart the kernel and run all cells to ensure that everything runs correctly from start to finish." - ] - }, - { - "cell_type": "markdown", - "id": "c6a133b8-87dc-40e9-9f9d-50149c62b464", - "metadata": {}, - "source": [ - "# 7. Troubleshooting Common Issues\n", - "\n", - "- **Kernel Issues**: Restart the kernel if you encounter unexpected behavior or errors.\n", - "- **Lost Work**: Regularly save your work and consider using checkpoints.\n", - "- **Cell Output**: Clear the output of cells if it becomes too large or cluttered.\n", - "- **Wrong Image**: If issues persist make sure you are loaded into GeoLab with the correct image" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "399d0d1d-f08b-44a3-a43b-e4b25d798cc8", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/navigate_geolab/basic_navigation.md b/docs/content/navigate_geolab/basic_navigation.md deleted file mode 100644 index 80fa8e1..0000000 --- a/docs/content/navigate_geolab/basic_navigation.md +++ /dev/null @@ -1,62 +0,0 @@ -# Navigating GeoLab and its File System - -GeoLab is designed to look and feel like a familiar IDE. Here's a quick tour: - -![Landing](../img/geolab_nav.png) - - -## Main Panel: -The Main Panel is home to the Launcher, where you can launch all of GeoLab's connected apps. From here, you can open new python notebooks, terminal consoles, and text/markdown files. - -You can always reach the launcher with the blue + button in the top left, by navigating to File -> New Launcher, or opening a new tab in the main panel. - -## Sidebar -The sidebar contains several tabs that will help you navigate the GeoLab environment and its extensions. Some images may contain extensions that differ from the ones described here. - -### ![folder](../img/folder.png) File Browser: -Your files are connected to your user account and will be loaded each time you log into GeoLab, no matter which server options you select at login. - -Individual user storage quotas are in place. You should treat your file system as a place to keep notebooks and _intermediate_ data while actively working on your workflow and analysis. GeoLab is not designed for long term storage of raw data or final data products. - -```{note} -The `\shared` and `\shared_readwrite` directories are available to all GeoLab users.
-The `\shared` drive is read-only. Look here for materials specific to EarthScope Short Courses / Workshops and tutorials.
-The `\shared_readwrite` is accessible to all users. Any data placed here may be viewed, modified, or deleted by other users. Please use this space as a _temporary_ means of sharing with colleagues. Please keep this space organized, clean up after yourself, and use respect and caution in accordance with the [Acceptable Use Policy](../welcome/geolab_AUP.md) and [Code of Conduct](../welcome/geolab_CoC.md)! -``` - -At the top of the File Navigation Pane, you'll find shortcuts to: -- create a new folder -- upload files -- refresh the file system navigation pane -- clone a git repository (see [Using Git](./using_git.md)) -- filter/search your files - -Standard file operations (i.e., rename, delete, copy, paste, etc) are available by right-clicking on a file/folder. - -### ![usage](../img/usage_monitor.png) Usage Browser: -The usage browser makes it easy to toggle between all of your active tabs, python kernels, and workspaces. This tab offers a quick way to keep your work organized and manage resources. - -### ![dask](../img/dask_icon.png) Dask Dashboard: -Dask is a powerful extension that orchestrates workflow parellilization. This panel allows you to manually configure dask workers and to explore performance metrics. See [Dask](../advanced_topics/dask.md) for more details. - -### ![git](../img/git_icon.png) Git Dashboard: -Git is a powerful tool for version control, collaboration, and sharing work in accordance with Open Science and Reproducibility values. -The git dashboard allows manual/visual control of git repositories. -See [Using Git](./using_git.md) for more details. - -### ![toc](../img/toc_icon.png) Table of Contents: -If the python notebook or markdown file in the active tab in the main panel contains headers and subsections, you can navigate to sections of the file using this panel. -When developing notebooks longer than a couple of cells, it is recommended you add section headers and annotate your work to keep your work organized and take advantage of this feature. - -### ![jb](../img/jb_icon.png) JB - JupyterBook Navigation: -If any of the cloned git repositories in your file system contain JupyterBook documentation, it can be navigated here. - -### ![extension](../img/extension_icon.png) JupyterLab Extension Manager: -There are many community-developed extensions for JupyterLab that you may wish to install in GeoLab. These can be managed here. - -## Footer - -(resource-monitor)= -### Resource Monitor -Images with the jupyter-resource-usage extension installed allow you to view your resource utilization at the bottom status bar. -![resource](../img/jupyter-resource-usage.png) diff --git a/docs/content/navigate_geolab/geolab_terminal.md b/docs/content/navigate_geolab/geolab_terminal.md deleted file mode 100644 index 1556dcf..0000000 --- a/docs/content/navigate_geolab/geolab_terminal.md +++ /dev/null @@ -1,27 +0,0 @@ -# Using the Terminal in GeoLab - -## Familiar `shell` - -Users will often need to use an interactive shell type to organize files on their home directory, install software that might not be included in the base GeoLab image, clone repositories into their environment using git, or develop a shell-scripting data analysis workflow. - -GeoLab provides easy access to the Terminal window to accomplish all of these tasks. - -## How to Open a Terminal - -If you want to open Terminal immediately after logging into GeoLab, then you can use the `Launcher` window that opens by default in your workspace - a quick link to the Terminal app is provided in the bottom left corner, under the "Other" section. Click on the "Terminal" tile to launch. - -![image](../img/terminal_tile.png) - -If you ever lose the `Launcher` window while working in GeoLab, you can always open a new one by clicking on the blue "+" button at the upper left section of the `File Browser` panel. - -![image](../img/launcher_button.png) - -By default, GeoLab uses the Bourne Again Shell `bash`. Once the Terminal is launched, you can use the command line just as you would in any other Unix-like Terminal. - -## User `jovyan` and Root Privileges - -As is [customary with the Jupyter community](https://docs.jupyter.org/en/latest/community/content-community.html#what-is-a-jovyan), the `home` directory path for each user is listed as `/home/jovyan` in the Terminal window. This is mostly just a labeling convention - your unique identity tied to your email or Google/Cilogon profile is preserved by JupyterHub and the GeoLab administrators. - -If you are interested in more details about the `jovyan` user and how to use this user id to develop custom images, please see the environment management section. - -As a generic user id, the `jovyan` user does not have a password associated with it. As a practical matter, this means that GeoLab users cannot use the `sudo` command to override system commands. \ No newline at end of file diff --git a/docs/content/navigate_geolab/using_git.md b/docs/content/navigate_geolab/using_git.md deleted file mode 100644 index 95a168b..0000000 --- a/docs/content/navigate_geolab/using_git.md +++ /dev/null @@ -1,18 +0,0 @@ -# Using Git with GeoLab - - `Git` is a broadly used version control system that is included in all GeoLab images. The git toolkit provides users with a powerful open-source development tool to collaborate on various projects together. - -If you want to utilize repositories maintained on a different platform (GitHub, for example) you can simply `clone` them into your GeoLab account. However, it is expected that each users will need to manage the repositories they clone to prevent any issues. Per the [Acceptable Use Policy](../welcome/geolab_AUP.md), the GeoLab administrators are not responsible for any issues that may arise during repository management. - -To avoid complications, it is highly advisable that you avoid any nested cloning of repositories (ie, don't clone a repository within another repository) and to use a single directory to clone all repositories of interest (`/home/jovyan/` is a fine choice). - -## Learning Git -There are many, _many_ resources for learning to use git. While GeoLab does have an integrated git dashboard on the left sidebar, we recommend learning the git CLI (command line interface) so your learning is portable to any future compute environments you might find yourself in. Once you understand git on the command line, using any version of a git GUI is an easy transition. - -Some git resources we love: -[Why Git? Illustrated](https://openscapes.org/blog/2022-05-27-github-illustrated-series/) -[Happy Git](https://happygitwithr.com/) - Though the title of this article implies it is for RStudio, _very little_ of the content is R-specific. We think it's a fantastic resource for _all_ git learners. -[Free Code Camp](https://www.freecodecamp.org/news/learn-the-basics-of-git-in-under-10-minutes-da548267cc91/) - - -## The nbgitpuller of it all... \ No newline at end of file diff --git a/docs/content/other/opensci_links.md b/docs/content/other/opensci_links.md deleted file mode 100644 index 1e4e643..0000000 --- a/docs/content/other/opensci_links.md +++ /dev/null @@ -1,17 +0,0 @@ -# Geoscience Open Science Communities - -[Pangeo](https://www.pangeo.io/) - -[NASA OpenScapes project](https://openscapes.org/) - -[CryoCloud](https://cryointhecloud.com/) - -[NSF Geosciences Open Science Ecosystem initiative (GEO-OSE)](https://new.nsf.gov/funding/opportunities/geo-ose-geosciences-open-science-ecosystem/nsf23-534/solicitation) - -# Other Open Science Resources - -[NASA TOPS Initiative](https://science.nasa.gov/open-science/tops/) - -[NASA OpenScience 101 Workshop](https://openscience101.org/) - -[The Turing Way](https://the-turing-way.netlify.app/index.html) diff --git a/docs/content/science_tutorials/EQ_Detection_Seisbench.ipynb b/docs/content/science_tutorials/EQ_Detection_Seisbench.ipynb deleted file mode 100644 index a495b06..0000000 --- a/docs/content/science_tutorials/EQ_Detection_Seisbench.ipynb +++ /dev/null @@ -1,1244 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "06988c24-d401-4be7-8bd1-344c931840b8", - "metadata": {}, - "source": [ - "# Earthquake Detection Using Seisbench " - ] - }, - { - "cell_type": "markdown", - "id": "64fdaa4b-5480-4787-a616-5e4e99d8bcb9", - "metadata": {}, - "source": [ - "In recent years, seismology has significantly benefited from machine learning (ML), which enhances efficiency, accuracy, and scope in earthquake detection. ML automates vast data processing, reducing manual effort and enabling real-time monitoring. It improves detection accuracy by recognizing patterns and anomalies often missed by traditional methods. ML models are adaptable and scalable, suitable for various regions and capable of analyzing global seismic data simultaneously. This notebook demonstrates the integration of Seisbench a common package used for ML studies, into an earthquake detection workflow.\n", - "\n", - "- [Seisbench Documentation](https://github.com/seisbench/seisbench)\n", - "- [PhaseNet Documentation](https://github.com/AI4EPS/PhaseNet)\n", - "- [PyOcto Documentation](https://github.com/yetinam/pyocto)\n", - "\n", - "This notebook also leverages **parallel processing**, a method that allows multiple computations to be carried out simultaneously, significantly speeding up data analysis by utilizing multiple CPU cores concurrently.\n", - "\n", - "**Author:** Marc Garcia, University of Texas - El Paso, magarcia58@miners.utep.edu" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "74e0e15f-0463-488e-a25f-32cba51dfbae", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "JUPYTER_IMAGE=public.ecr.aws/earthscope-dev/geolab:td-dev-dd5851e6\n", - "DASK_GATEWAY__CLUSTER__OPTIONS__IMAGE={JUPYTER_IMAGE_SPEC}\n", - "JUPYTER_IMAGE_SPEC=public.ecr.aws/earthscope-dev/geolab:td-dev-dd5851e6\n" - ] - } - ], - "source": [ - "#Check for correct Image (GeoLab)\n", - "!printenv | grep IMAGE\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f5e64e27-916a-4248-ae0d-087f6fcb480f", - "metadata": {}, - "outputs": [], - "source": [ - "# intall necessary packages for notebook\n", - "!pip install seisbench \n", - "!pip install pyocto" - ] - }, - { - "cell_type": "markdown", - "id": "bac9a109-f261-4d32-80f9-da27b5d39f6b", - "metadata": {}, - "source": [ - "# 1. Select Region of Interest(Cascadia Subduction Zone)\n", - "\n", - "The Cascadia Subduction Zone is a major fault line stretching from northern California to British Columbia, where the Juan de Fuca Plate is subducting beneath the North American Plate. This region is known for producing significant seismic activity, including potential megathrust earthquakes.\n", - "\n", - "For this study, we chose the UW (University of Washington) seismic network, which is ideal for testing and demonstrating our machine learning-based earthquake detection workflow. This demo is centered around the recent **magnitude 6.4 earthquake that occurred on July 11, 2024**, approximately 120 miles off Vancouver Island. This earthquake, the largest in a recent series of quakes, highlights the active seismic nature of the Cascadia region.\n", - "\n", - "We start by developing a station list by pulling in stations within the defined geographic bounds of the Cascadia Subduction Zone using the ObsPy library. The following code snippet defines the client and geographic bounds, sets the time range for active channels in 2024, and fetches station metadata for the PNSN network (UW) with the desired channels." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "d76ccb7e-bf63-4350-b5e4-0a73e9c7b6c1", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Inventory created at 2024-07-25T00:46:28.018200Z\n", - "\tCreated by: IRIS WEB SERVICE: fdsnws-station | version: 1.1.52\n", - "\t\t http://service.iris.edu/fdsnws/station/1/query?starttime=2024-01-...\n", - "\tSending institution: IRIS-DMC (IRIS-DMC)\n", - "\tContains:\n", - "\t\tNetworks (1):\n", - "\t\t\tUW\n", - "\t\tStations (131):\n", - "\t\t\tUW.ABER (Abernathy Mountain, Cowlitz County, WA, USA)\n", - "\t\t\tUW.ANGUS (Elk Ridge Ranch, WA, USA)\n", - "\t\t\tUW.ARTIC (Weyerhaeuser Tree Farm, Grays Harbor County, WA, USA)\n", - "\t\t\tUW.ASR2 (Mt. Adams - Stagman Ridge, WA, USA)\n", - "\t\t\tUW.BABR (Baber Butte, OR, USA)\n", - "\t\t\tUW.BBO (Butler Butte, OR, USA)\n", - "\t\t\tUW.BDGR (Fisse-Smith Property, Kittitas, WA, USA)\n", - "\t\t\tUW.BHAM (Bellingham, WA, USA)\n", - "\t\t\tUW.BHW (Bald Hill, WA, USA)\n", - "\t\t\tUW.BICK (Bickleton Ranch,Bickleton, WA, USA)\n", - "\t\t\tUW.BLOB (Calvert Residence, Oakville, WA, USA)\n", - "\t\t\tUW.BLOW (BLOW, Detroit Lake, OR, USA)\n", - "\t\t\tUW.BOIS (Boistfort Consolidated School, Curtis, WA, USA)\n", - "\t\t\tUW.BRO (Big Rock Lookout, OR, USA)\n", - "\t\t\tUW.BST09 (BEST site 09, Seattle, WA, USA)\n", - "\t\t\tUW.BUCKS (Joyce, WA, USA)\n", - "\t\t\tUW.CBS (Chelan Butte South, WA, USA)\n", - "\t\t\tUW.CDF (Cedar Flats, MSH, WA, USA)\n", - "\t\t\tUW.CHIMA (Chimacum High School, Chimacum, WA, USA)\n", - "\t\t\tUW.CINE (Cinebar, WA, USA)\n", - "\t\t\tUW.CORE (Aberdeen, WA, USA)\n", - "\t\t\tUW.COWL (Weyerhaeuser Mt St Helens Tree Farm, Lewis County, WA, USA)\n", - "\t\t\tUW.COWS (Carnation, WA, USA)\n", - "\t\t\tUW.COYL (Quilcene, WA, USA)\n", - "\t\t\tUW.CROWN (Crown Point, Clallam County, WA, USA)\n", - "\t\t\tUW.DART (Darrington, WA, USA)\n", - "\t\t\tUW.DEAL (Weyerhaeuser Tree Farm, Grays Harbor County, WA, USA)\n", - "\t\t\tUW.DONK (DONK, Steam Donkey, Weyerhauser Land)\n", - "\t\t\tUW.DOORS (McCleary Water Tower Complex, McCleary, WA, USA)\n", - "\t\t\tUW.DOSE (Dosewallips, Brinnon, WA, USA)\n", - "\t\t\tUW.DOTY (Weyerhaeuser Tree Farm, Grays Harbor County, WA, USA)\n", - "\t\t\tUW.EAGLE (Pioneer Elementary School, Shelton, WA, USA)\n", - "\t\t\tUW.EDM (East Dome, Mt. St. Helens, WA, USA)\n", - "\t\t\tUW.EQUIL (East Quilcene, WA, USA)\n", - "\t\t\tUW.ETW (Entiat, WA, USA)\n", - "\t\t\tUW.FISH2 (Jewell, OR, USA)\n", - "\t\t\tUW.FMW (Mt. Fremont, WA, USA)\n", - "\t\t\tUW.FORK (Forks, WA, USA)\n", - "\t\t\tUW.GIGA (Grayland Intergalactic Airport, Grayland, WA, USA)\n", - "\t\t\tUW.GNW (Green Mountain, WA, USA)\n", - "\t\t\tUW.GOLDN (Goldendale, WA, USA)\n", - "\t\t\tUW.GUEM (Guemes Island, WA, USA)\n", - "\t\t\tUW.HANS (Far Echo Farms, Hansville, WA, USA)\n", - "\t\t\tUW.HDW (Hoodsport, WA, USA)\n", - "\t\t\tUW.HERD (Green Diamond Tree Farm, Grays Harbor County, WA, USA)\n", - "\t\t\tUW.HILL (La Conner, WA, USA)\n", - "\t\t\tUW.HOOD (Hood Meadows Ski Resort, Mt. Hood, OR, USA)\n", - "\t\t\tUW.HOPR (Tall Timber Ranch, Leavenworth, WA, USA)\n", - "\t\t\tUW.HOQUI (City of Hoquiam Watershed, Hoquiam, WA, USA)\n", - "\t\t\tUW.HSR (South Ridge, Mt. St. Helens, WA, USA)\n", - "\t\t\tUW.HTW (Haystack Lookout, WA, USA)\n", - "\t\t\tUW.INGAL (Weyerhaeuser Pe Ell Tree Farm, Lewis County, WA, USA)\n", - "\t\t\tUW.JEDS (Smith River, Reedsport, OR, USA)\n", - "\t\t\tUW.KALA (American Forest Management Tree Farm, Kalaloch, WA, USA)\n", - "\t\t\tUW.KENT (Carlson Farm, Grass Valley, OR, USA)\n", - "\t\t\tUW.KNGST (Kingston, WA, USA)\n", - "\t\t\tUW.KREP (White Salmon, WA, USA)\n", - "\t\t\tUW.KTSAP (Belfair, WA, USA)\n", - "\t\t\tUW.LACKA (Lackamas Elementary School, Yelm, WA, USA)\n", - "\t\t\tUW.LCCR (Clarks, OR, USA)\n", - "\t\t\tUW.LEID (Weyerhaeuser Tree Farm, Grays Harbor County, WA, USA)\n", - "\t\t\tUW.LOKMT (Lookout Mt, WA, USA)\n", - "\t\t\tUW.LON (Longmire, WA, USA)\n", - "\t\t\tUW.LOPEZ (Johns Point, Lopez Island, WA, USA)\n", - "\t\t\tUW.LRIV (Port Angeles, WA, USA)\n", - "\t\t\tUW.LTY (Liberty Mine, WA, USA)\n", - "\t\t\tUW.LUMI (Lummi Island, WA, USA)\n", - "\t\t\tUW.MANO (Manastash Observatory, WA, USA)\n", - "\t\t\tUW.MAPLE (Celestial Japanese Maples, Gig Harbor, WA, USA)\n", - "\t\t\tUW.MBW2 (Mt Baker West 2, WA, USA)\n", - "\t\t\tUW.MEW (McNeil Island, WA, USA)\n", - "\t\t\tUW.MONTE (Montesano Tree Farm, Montesano, WA, USA)\n", - "\t\t\tUW.MOODY (Moody Rd Farm, Hoquiam, WA, USA)\n", - "\t\t\tUW.MOON (Moon Mt, OR, USA)\n", - "\t\t\tUW.MORSE (Bainbridge, WA, USA)\n", - "\t\t\tUW.MOX (Moxie City, WA, USA)\n", - "\t\t\tUW.MULN (Lyman, WA, USA)\n", - "\t\t\tUW.NATEM (Natembea Northwest Farm, Port Townsend, WA, USA)\n", - "\t\t\tUW.NCO (Newberry Crater, OR, USA)\n", - "\t\t\tUW.NEL (Nelson Butte, WA, USA)\n", - "\t\t\tUW.NEMA (NEMA Site, Pacific County, WA, USA)\n", - "\t\t\tUW.ODUC (Sol Duc Hot Springs, Olympic National Park, WA, US)\n", - "\t\t\tUW.OHOH (Hoh Rainforest, Olympic National Park, WA, USA)\n", - "\t\t\tUW.OLGA (Olga, Orcas Island, WA, USA)\n", - "\t\t\tUW.OLQN (Olympic Peninsula, Lake Quinault, WA, USA)\n", - "\t\t\tUW.OQNOB (Black Knob, Quinault Indian Nation, WA, USA)\n", - "\t\t\tUW.OSQM (Golbeck Ranch, Sequim, WA, USA)\n", - "\t\t\tUW.OSR (Salmon Ridge Lookout, Quinault Tribal Lands, WA, USA)\n", - "\t\t\tUW.OTR (Olympic Penninsula - Tyee Ridge, WA, USA)\n", - "\t\t\tUW.PAN4H (Panhandle 4H Camp, Shelton, WA, USA)\n", - "\t\t\tUW.PASS (Maple Falls, WA, USA)\n", - "\t\t\tUW.PRIN (Pacific Rim Institute, Coupeville, WA, USA)\n", - "\t\t\tUW.RADR (Radar Ridge, Naselle, WA)\n", - "\t\t\tUW.RATT (Rattlesnake Lake, King County, WA)\n", - "\t\t\tUW.RCM (Camp Muir, Mount Rainier, WA, USA)\n", - "\t\t\tUW.RER (Emerald Ridge, Mount Rainier, WA, USA)\n", - "\t\t\tUW.RNWY (Roche Harbor Airport, San Juan Island, WA, USA)\n", - "\t\t\tUW.RPW2 (Rockport, WA, USA)\n", - "\t\t\tUW.SALO (Clinton, WA, USA)\n", - "\t\t\tUW.SAXON (Nesset Farm, Saxon, WA, USA)\n", - "\t\t\tUW.SEAS2 (Gearhart, OR, USA)\n", - "\t\t\tUW.SHUK (Shuksan (Mt. Baker Ski Area), WA, USA)\n", - "\t\t\tUW.SHW (Mt. St. Helens West, WA, USA)\n", - "\t\t\tUW.SKAMO (SKAMO Site, Wahkiakum County, WA, USA)\n", - "\t\t\tUW.SKOKO (Rock Peak, WA, USA)\n", - "\t\t\tUW.SLDQ (Solduck, Olympic Peninsula, WA, USA)\n", - "\t\t\tUW.SLF (Sugar Loaf, WA, USA)\n", - "\t\t\tUW.SNAG (Snag Peak, Clallam County, WA, USA)\n", - "\t\t\tUW.SP2 (Seward Park, Seattle, WA, USA)\n", - "\t\t\tUW.SSO2 (House Mountain, OR, USA)\n", - "\t\t\tUW.STOR (Enumclaw, WA, USA)\n", - "\t\t\tUW.TBLMT (Table Mt, Ellensburg, WA, USA)\n", - "\t\t\tUW.TDH (Tom,Dick,Harry Mt., OR, USA)\n", - "\t\t\tUW.TKEY (Lakebay, WA, USA)\n", - "\t\t\tUW.TOLE (Toledo High School, WA, USA)\n", - "\t\t\tUW.TOLT (Tolt Reservoir, WA, USA)\n", - "\t\t\tUW.TOUT (Weyerhaeuser Mt St Helens Tree Farm, Cowlitz County, WA, USA)\n", - "\t\t\tUW.TREE (Summer Lake, OR, USA)\n", - "\t\t\tUW.TURTL (Turtleback Complex, Orcas Island, WA, USA)\n", - "\t\t\tUW.TWISP (Winthrop, WA, USA)\n", - "\t\t\tUW.VFP (Flag Point, OR, USA)\n", - "\t\t\tUW.WAT2 (Waterville, WA, USA)\n", - "\t\t\tUW.WATCH (Watch Mountain, Gifford Pinchot National Forest, WA, USA)\n", - "\t\t\tUW.WHGC (Willapa Harbor Golf Course, WA, USA)\n", - "\t\t\tUW.WINDI (Green Diamond Tree Farm, Mason County, WA, USA)\n", - "\t\t\tUW.WISH (Wishka, WA, USA)\n", - "\t\t\tUW.WPEQ (White Pass Ski Facility, WA, USA)\n", - "\t\t\tUW.WRW (Wenatchee Ridge, WA, USA)\n", - "\t\t\tUW.WYNO (Wynoochee Dam Area, Olympic National Forest, WA, USA)\n", - "\t\t\tUW.YACT (Yacolt, WA, USA)\n", - "\t\t\tUW.YELM (Yelm Schools Facilities and Maintenance, Yelm, WA, USA)\n", - "\t\tChannels (396):\n", - "\t\t\tUW.ABER..HHZ, UW.ABER..HHN, UW.ABER..HHE, UW.ANGUS..HHZ, \n", - "\t\t\tUW.ANGUS..HHN, UW.ANGUS..HHE, UW.ARTIC..HHZ, UW.ARTIC..HHN, \n", - "\t\t\tUW.ARTIC..HHE, UW.ASR2..HHZ, UW.ASR2..HHN, UW.ASR2..HHE, \n", - "\t\t\tUW.BABR..HHZ, UW.BABR..HHN, UW.BABR..HHE, UW.BBO..HHZ, UW.BBO..HHN\n", - "\t\t\tUW.BBO..HHE, UW.BDGR..HHZ, UW.BDGR..HHN, UW.BDGR..HHE, \n", - "\t\t\tUW.BHAM..HHZ, UW.BHAM..HHN, UW.BHAM..HHE, UW.BHW..HHZ, UW.BHW..HHN\n", - "\t\t\tUW.BHW..HHE, UW.BICK..HHZ, UW.BICK..HHN, UW.BICK..HHE, \n", - "\t\t\tUW.BLOB..HHZ, UW.BLOB..HHN, UW.BLOB..HHE, UW.BLOW..HHZ, \n", - "\t\t\tUW.BLOW..HHN, UW.BLOW..HHE, UW.BOIS..HHZ, UW.BOIS..HHN, \n", - "\t\t\tUW.BOIS..HHE, UW.BRO..HHZ, UW.BRO..HHN, UW.BRO..HHE, UW.BST09..HHZ\n", - "\t\t\tUW.BST09..HHN, UW.BST09..HHE, UW.BUCKS..HHZ, UW.BUCKS..HHN, \n", - "\t\t\tUW.BUCKS..HHE, UW.CBS..HHZ, UW.CBS..HHN, UW.CBS..HHE, UW.CDF..HHZ, \n", - "\t\t\tUW.CDF..HHN, UW.CDF..HHE, UW.CHIMA..HHZ, UW.CHIMA..HHN, \n", - "\t\t\tUW.CHIMA..HHE, UW.CINE..HHZ, UW.CINE..HHN, UW.CINE..HHE, \n", - "\t\t\tUW.CORE..HHZ, UW.CORE..HHN, UW.CORE..HHE, UW.COWL..HHZ, \n", - "\t\t\tUW.COWL..HHN, UW.COWL..HHE, UW.COWS..HHZ, UW.COWS..HHN, \n", - "\t\t\tUW.COWS..HHE, UW.COYL..HHZ, UW.COYL..HHN, UW.COYL..HHE, \n", - "\t\t\tUW.CROWN..HHZ, UW.CROWN..HHN, UW.CROWN..HHE, UW.DART..HHZ, \n", - "\t\t\tUW.DART..HHN, UW.DART..HHE, UW.DEAL..HHZ, UW.DEAL..HHN, \n", - "\t\t\tUW.DEAL..HHE, UW.DONK..HHZ, UW.DONK..HHN, UW.DONK..HHE, \n", - "\t\t\tUW.DOORS..HHZ, UW.DOORS..HHN, UW.DOORS..HHE, UW.DOSE..HHZ, \n", - "\t\t\tUW.DOSE..HHN, UW.DOSE..HHE, UW.DOTY..HHZ, UW.DOTY..HHN, \n", - "\t\t\tUW.DOTY..HHE, UW.EAGLE..HHZ, UW.EAGLE..HHN, UW.EAGLE..HHE, \n", - "\t\t\tUW.EDM..HHZ, UW.EDM..HHN, UW.EDM..HHE, UW.EQUIL..HHZ, UW.EQUIL..HHN\n", - "\t\t\tUW.EQUIL..HHE, UW.ETW..HHZ, UW.ETW..HHN, UW.ETW..HHE, \n", - "\t\t\tUW.FISH2..HHZ, UW.FISH2..HHN, UW.FISH2..HHE, UW.FMW..HHZ, \n", - "\t\t\tUW.FMW..HHN, UW.FMW..HHE, UW.FORK..HHZ, UW.FORK..HHN, UW.FORK..HHE\n", - "\t\t\tUW.GIGA..HHZ, UW.GIGA..HHN, UW.GIGA..HHE, UW.GNW..HHZ, \n", - "\t\t\tUW.GNW..HHN, UW.GNW..HHE, UW.GOLDN..HHZ, UW.GOLDN..HHN, \n", - "\t\t\tUW.GOLDN..HHE, UW.GUEM..HHZ, UW.GUEM..HHN, UW.GUEM..HHE, \n", - "\t\t\tUW.HANS..HHZ, UW.HANS..HHN, UW.HANS..HHE, UW.HDW..HHZ, UW.HDW..HHN\n", - "\t\t\tUW.HDW..HHE, UW.HERD..HHZ, UW.HERD..HHN, UW.HERD..HHE, \n", - "\t\t\tUW.HILL..HHZ, UW.HILL..HHN, UW.HILL..HHE, UW.HOOD..HHZ, \n", - "\t\t\tUW.HOOD..HHN, UW.HOOD..HHE, UW.HOPR..HHZ, UW.HOPR..HHN, \n", - "\t\t\tUW.HOPR..HHE, UW.HOQUI..HHZ, UW.HOQUI..HHN, UW.HOQUI..HHE, \n", - "\t\t\tUW.HSR..HHZ, UW.HSR..HHN, UW.HSR..HHE, UW.HTW..HHZ, UW.HTW..HHN, \n", - "\t\t\tUW.HTW..HHE, UW.INGAL..HHZ, UW.INGAL..HHN, UW.INGAL..HHE, \n", - "\t\t\tUW.JEDS..HHZ, UW.JEDS..HHN, UW.JEDS..HHE, UW.KALA..HHZ, \n", - "\t\t\tUW.KALA..HHN, UW.KALA..HHE, UW.KENT..HHZ, UW.KENT..HHN, \n", - "\t\t\tUW.KENT..HHE, UW.KNGST..HHZ, UW.KNGST..HHN, UW.KNGST..HHE, \n", - "\t\t\tUW.KREP..HHZ, UW.KREP..HHN, UW.KREP..HHE, UW.KTSAP..HHZ, \n", - "\t\t\tUW.KTSAP..HHN, UW.KTSAP..HHE, UW.LACKA..HHZ, UW.LACKA..HHN, \n", - "\t\t\tUW.LACKA..HHE, UW.LCCR..HHZ, UW.LCCR..HHN, UW.LCCR..HHE, \n", - "\t\t\tUW.LEID..HHZ, UW.LEID..HHN, UW.LEID..HHE, UW.LOKMT..HHZ, \n", - "\t\t\tUW.LOKMT..HHN, UW.LOKMT..HHE, UW.LON..HHZ (2x), UW.LON..HHN (2x), \n", - "\t\t\tUW.LON..HHE (2x), UW.LOPEZ..HHZ, UW.LOPEZ..HHN, UW.LOPEZ..HHE, \n", - "\t\t\tUW.LRIV..HHZ, UW.LRIV..HHN, UW.LRIV..HHE, UW.LTY..HHZ, UW.LTY..HHN\n", - "\t\t\tUW.LTY..HHE, UW.LUMI..HHZ, UW.LUMI..HHN, UW.LUMI..HHE, \n", - "\t\t\tUW.MANO..HHZ, UW.MANO..HHN, UW.MANO..HHE, UW.MAPLE..HHZ, \n", - "\t\t\tUW.MAPLE..HHN, UW.MAPLE..HHE, UW.MBW2..HHZ, UW.MBW2..HHN, \n", - "\t\t\tUW.MBW2..HHE, UW.MEW..HHZ, UW.MEW..HHN, UW.MEW..HHE, UW.MONTE..HHZ\n", - "\t\t\tUW.MONTE..HHN, UW.MONTE..HHE, UW.MOODY..HHZ, UW.MOODY..HHN, \n", - "\t\t\tUW.MOODY..HHE, UW.MOON..HHZ, UW.MOON..HHN, UW.MOON..HHE, \n", - "\t\t\tUW.MORSE..HHZ, UW.MORSE..HHN, UW.MORSE..HHE, UW.MOX..HHZ, \n", - "\t\t\tUW.MOX..HHN, UW.MOX..HHE, UW.MULN..HHZ, UW.MULN..HHN, UW.MULN..HHE\n", - "\t\t\tUW.NATEM..HHZ, UW.NATEM..HHN, UW.NATEM..HHE, UW.NCO..HHZ, \n", - "\t\t\tUW.NCO..HHN, UW.NCO..HHE, UW.NEL..HHZ, UW.NEL..HHN, UW.NEL..HHE, \n", - "\t\t\tUW.NEMA..HHZ, UW.NEMA..HHN, UW.NEMA..HHE, UW.ODUC..HHZ, \n", - "\t\t\tUW.ODUC..HHN, UW.ODUC..HHE, UW.OHOH..HHZ, UW.OHOH..HHN, \n", - "\t\t\tUW.OHOH..HHE, UW.OLGA..HHZ, UW.OLGA..HHN, UW.OLGA..HHE, \n", - "\t\t\tUW.OLQN..HHZ, UW.OLQN..HHN, UW.OLQN..HHE, UW.OQNOB..HHZ, \n", - "\t\t\tUW.OQNOB..HHN, UW.OQNOB..HHE, UW.OSQM..HHZ, UW.OSQM..HHN, \n", - "\t\t\tUW.OSQM..HHE, UW.OSR..HHZ, UW.OSR..HHN, UW.OSR..HHE, UW.OTR..HHZ, \n", - "\t\t\tUW.OTR..HHN, UW.OTR..HHE, UW.PAN4H..HHZ, UW.PAN4H..HHN, \n", - "\t\t\tUW.PAN4H..HHE, UW.PASS..HHZ, UW.PASS..HHN, UW.PASS..HHE, \n", - "\t\t\tUW.PRIN..HHZ, UW.PRIN..HHN, UW.PRIN..HHE, UW.RADR..HHZ, \n", - "\t\t\tUW.RADR..HHN, UW.RADR..HHE, UW.RATT..HHZ, UW.RATT..HHN, \n", - "\t\t\tUW.RATT..HHE, UW.RCM..HHZ, UW.RCM..HHN, UW.RCM..HHE, UW.RER..HHZ, \n", - "\t\t\tUW.RER..HHN, UW.RER..HHE, UW.RNWY..HHZ, UW.RNWY..HHN, UW.RNWY..HHE\n", - "\t\t\tUW.RPW2..HHZ, UW.RPW2..HHN, UW.RPW2..HHE, UW.SALO..HHZ, \n", - "\t\t\tUW.SALO..HHN, UW.SALO..HHE, UW.SAXON..HHZ, UW.SAXON..HHN, \n", - "\t\t\tUW.SAXON..HHE, UW.SEAS2..HHZ, UW.SEAS2..HHN, UW.SEAS2..HHE, \n", - "\t\t\tUW.SHUK..HHZ, UW.SHUK..HHN, UW.SHUK..HHE, UW.SHW..HHZ, UW.SHW..HHN\n", - "\t\t\tUW.SHW..HHE, UW.SKAMO..HHZ, UW.SKAMO..HHN, UW.SKAMO..HHE, \n", - "\t\t\tUW.SKOKO..HHZ, UW.SKOKO..HHN, UW.SKOKO..HHE, UW.SLDQ..HHZ, \n", - "\t\t\tUW.SLDQ..HHN, UW.SLDQ..HHE, UW.SLF..HHZ, UW.SLF..HHN, UW.SLF..HHE, \n", - "\t\t\tUW.SNAG..HHZ, UW.SNAG..HHN, UW.SNAG..HHE, UW.SP2..HHZ, UW.SP2..HHN\n", - "\t\t\tUW.SP2..HHE, UW.SSO2..HHZ, UW.SSO2..HHN, UW.SSO2..HHE, \n", - "\t\t\tUW.STOR..HHZ, UW.STOR..HHN, UW.STOR..HHE, UW.TBLMT..HHZ, \n", - "\t\t\tUW.TBLMT..HHN, UW.TBLMT..HHE, UW.TDH..HHZ, UW.TDH..HHN, UW.TDH..HHE\n", - "\t\t\tUW.TKEY..HHZ, UW.TKEY..HHN, UW.TKEY..HHE, UW.TOLE..HHZ, \n", - "\t\t\tUW.TOLE..HHN, UW.TOLE..HHE, UW.TOLT..HHZ, UW.TOLT..HHN, \n", - "\t\t\tUW.TOLT..HHE, UW.TOUT..HHZ, UW.TOUT..HHN, UW.TOUT..HHE, \n", - "\t\t\tUW.TREE..HHZ, UW.TREE..HHN, UW.TREE..HHE, UW.TURTL..HHZ, \n", - "\t\t\tUW.TURTL..HHN, UW.TURTL..HHE, UW.TWISP..HHZ, UW.TWISP..HHN, \n", - "\t\t\tUW.TWISP..HHE, UW.VFP..HHZ, UW.VFP..HHN, UW.VFP..HHE, UW.WAT2..HHZ\n", - "\t\t\tUW.WAT2..HHN, UW.WAT2..HHE, UW.WATCH..HHZ, UW.WATCH..HHN, \n", - "\t\t\tUW.WATCH..HHE, UW.WHGC..HHZ, UW.WHGC..HHN, UW.WHGC..HHE, \n", - "\t\t\tUW.WINDI..HHZ, UW.WINDI..HHN, UW.WINDI..HHE, UW.WISH..HHZ, \n", - "\t\t\tUW.WISH..HHN, UW.WISH..HHE, UW.WPEQ..HHZ, UW.WPEQ..HHN, \n", - "\t\t\tUW.WPEQ..HHE, UW.WRW..HHZ, UW.WRW..HHN, UW.WRW..HHE, UW.WYNO..HHZ, \n", - "\t\t\tUW.WYNO..HHN, UW.WYNO..HHE, UW.YACT..HHZ, UW.YACT..HHN, \n", - "\t\t\tUW.YACT..HHE, UW.YELM..HHZ, UW.YELM..HHN, UW.YELM..HHE\n" - ] - } - ], - "source": [ - "from obspy.clients.fdsn import Client\n", - "from obspy import UTCDateTime\n", - "\n", - "# Define the client and geographic bounds of the Cascadia Subduction Zone\n", - "client = Client(\"IRIS\")\n", - "min_latitude = 40.0\n", - "max_latitude = 50.0\n", - "min_longitude = -125.0\n", - "max_longitude = -120.0\n", - "\n", - "# Define the time range for active channels in 2024\n", - "starttime = UTCDateTime('2024-01-01')\n", - "endtime = UTCDateTime('2024-12-31')\n", - "\n", - "# Fetch station metadata within the defined region for the PNSN network UW, with desired channels\n", - "inv = client.get_stations(network=\"UW\", station=\"*\", location=\"*\", channel=\"HH*\", \n", - " minlatitude=min_latitude, maxlatitude=max_latitude,\n", - " minlongitude=min_longitude, maxlongitude=max_longitude,\n", - " starttime=starttime, endtime=endtime, level=\"response\")\n", - "\n", - "print(inv)" - ] - }, - { - "cell_type": "markdown", - "id": "558f39cf-4e53-414c-b21c-e1246123317c", - "metadata": {}, - "source": [ - "## Visualizing the stations within the region to understand their distribution and coverage" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "4be2c182-1a7e-4de8-a1e8-e7593ea86555", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "import cartopy.crs as ccrs\n", - "import cartopy.feature as cfeature\n", - "\n", - "# Extract station coordinates\n", - "stations = [(station.latitude, station.longitude) for network in inv for station in network.stations]\n", - "\n", - "# Create a plot\n", - "fig = plt.figure(figsize=(10, 8))\n", - "ax = fig.add_subplot(1, 1, 1, projection=ccrs.PlateCarree())\n", - "\n", - "# Add geographic features\n", - "ax.add_feature(cfeature.LAND)\n", - "ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.COASTLINE)\n", - "ax.add_feature(cfeature.BORDERS, linestyle=':')\n", - "\n", - "# Set the map bounds\n", - "ax.set_extent([min_longitude, max_longitude, min_latitude, max_latitude], crs=ccrs.PlateCarree())\n", - "\n", - "# Plot the stations\n", - "if stations:\n", - " lats, lons = zip(*stations)\n", - " ax.scatter(lons, lats, color='red', marker='o', transform=ccrs.PlateCarree(), label='PNSN Stations')\n", - "\n", - "# Add labels and title\n", - "ax.set_title('PNSN Stations in the Cascadia Subduction Zone')\n", - "ax.legend()\n", - "\n", - "# Show the plot\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "a33d2ae5-30f2-4ca3-bec1-e1380aa1ee64", - "metadata": {}, - "source": [ - "# 2. Phase Picking with PhaseNet (Seisbench) \n", - "\n", - "\n", - "Using **PhaseNet** with **Seisbench** for phase picking significantly enhances earthquake detection by leveraging machine learning for precise seismic data analysis. PhaseNet, a pre-trained model available in Seisbench, automates the classification of seismic phases (P and S waves), which is crucial for accurate earthquake detection and analysis. The code demonstrates a workflow for using PhaseNet to classify seismic phases within a specified time window, utilizing parallel processing to handle large datasets efficiently.\n", - "\n", - "The code begins by setting up necessary imports and initializing the PhaseNet model. It defines a period of interest and extracts a list of stations from the inventory. A function **fetch_waveform_data** is created to fetch waveform data for a given station within a specified time window. The central processing loop iterates through each time window, fetching and combining waveform data from multiple stations concurrently using ThreadPoolExecutor. This parallel processing approach significantly speeds up data retrieval, using multiple CPU cores to handle the high volume of seismic data.\n", - "\n", - "Once the waveform data is retrieved, PhaseNet classifies the data to identify P and S wave picks. These picks are then added to a catalog, which is later fed into the associator for further analysis. " - ] - }, - { - "cell_type": "code", - "execution_count": 124, - "id": "d2c0c214-55df-4368-9f98-24ff80d649a8", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/srv/conda/envs/notebook/lib/python3.11/site-packages/seisbench/models/base.py:489: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", - " model_weights = torch.load(f\"{path_pt}\")\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time window starting at 2024-07-11T00:00:00.000000Z: Counter({'P': 4148, 'S': 2958}) (Download time: 64.16 seconds, Processing time: 31.52 seconds)\n", - "Time window starting at 2024-07-11T02:00:00.000000Z: Counter({'P': 3880, 'S': 2756}) (Download time: 39.29 seconds, Processing time: 31.60 seconds)\n", - "Time window starting at 2024-07-11T04:00:00.000000Z: Counter({'P': 3547, 'S': 2592}) (Download time: 60.61 seconds, Processing time: 26.06 seconds)\n", - "Time window starting at 2024-07-11T06:00:00.000000Z: Counter({'P': 2717, 'S': 1987}) (Download time: 59.71 seconds, Processing time: 24.27 seconds)\n", - "Time window starting at 2024-07-11T08:00:00.000000Z: Counter({'P': 3043, 'S': 2233}) (Download time: 58.46 seconds, Processing time: 24.86 seconds)\n", - "Time window starting at 2024-07-11T10:00:00.000000Z: Counter({'P': 4167, 'S': 3172}) (Download time: 37.00 seconds, Processing time: 24.63 seconds)\n", - "Time window starting at 2024-07-11T12:00:00.000000Z: Counter({'P': 4596, 'S': 3481}) (Download time: 32.32 seconds, Processing time: 24.51 seconds)\n", - "Time window starting at 2024-07-11T14:00:00.000000Z: Counter({'P': 5912, 'S': 4482}) (Download time: 67.93 seconds, Processing time: 24.64 seconds)\n", - "Time window starting at 2024-07-11T16:00:00.000000Z: Counter({'P': 6068, 'S': 4654}) (Download time: 29.37 seconds, Processing time: 24.23 seconds)\n", - "Time window starting at 2024-07-11T18:00:00.000000Z: Counter({'P': 5249, 'S': 3628}) (Download time: 62.99 seconds, Processing time: 24.75 seconds)\n", - "Time window starting at 2024-07-11T20:00:00.000000Z: Counter({'P': 4816, 'S': 3229}) (Download time: 64.74 seconds, Processing time: 25.18 seconds)\n", - "Time window starting at 2024-07-11T22:00:00.000000Z: Counter({'P': 4609, 'S': 3345}) (Download time: 23.31 seconds, Processing time: 24.70 seconds)\n", - "Time window starting at 2024-07-12T00:00:00.000000Z: Counter({'P': 3761, 'S': 2670}) (Download time: 64.06 seconds, Processing time: 25.12 seconds)\n", - "Time window starting at 2024-07-12T02:00:00.000000Z: Counter({'P': 4186, 'S': 3090}) (Download time: 60.90 seconds, Processing time: 25.03 seconds)\n", - "Time window starting at 2024-07-12T04:00:00.000000Z: Counter({'P': 4000, 'S': 3113}) (Download time: 47.60 seconds, Processing time: 25.58 seconds)\n", - "Time window starting at 2024-07-12T06:00:00.000000Z: Counter({'P': 3509, 'S': 2694}) (Download time: 35.96 seconds, Processing time: 24.51 seconds)\n", - "Time window starting at 2024-07-12T08:00:00.000000Z: Counter({'P': 4103, 'S': 3233}) (Download time: 34.98 seconds, Processing time: 24.50 seconds)\n", - "Time window starting at 2024-07-12T10:00:00.000000Z: Counter({'P': 4082, 'S': 3289}) (Download time: 34.86 seconds, Processing time: 24.76 seconds)\n", - "Time window starting at 2024-07-12T12:00:00.000000Z: Counter({'P': 5217, 'S': 3962}) (Download time: 58.50 seconds, Processing time: 24.69 seconds)\n", - "Time window starting at 2024-07-12T14:00:00.000000Z: Counter({'P': 5694, 'S': 4292}) (Download time: 36.03 seconds, Processing time: 24.52 seconds)\n", - "Time window starting at 2024-07-12T16:00:00.000000Z: Counter({'P': 5488, 'S': 4114}) (Download time: 22.05 seconds, Processing time: 24.72 seconds)\n", - "Time window starting at 2024-07-12T18:00:00.000000Z: Counter({'P': 5034, 'S': 3607}) (Download time: 62.18 seconds, Processing time: 24.20 seconds)\n", - "Time window starting at 2024-07-12T20:00:00.000000Z: Counter({'P': 4426, 'S': 3237}) (Download time: 61.76 seconds, Processing time: 24.52 seconds)\n", - "Time window starting at 2024-07-12T22:00:00.000000Z: Counter({'P': 4167, 'S': 3106}) (Download time: 61.92 seconds, Processing time: 24.58 seconds)\n", - "Total number of picks: 185343\n" - ] - } - ], - "source": [ - "from obspy import UTCDateTime, Stream\n", - "import pandas as pd\n", - "from collections import Counter\n", - "import seisbench.models as sbm\n", - "import time\n", - "from concurrent.futures import ThreadPoolExecutor, as_completed\n", - "\n", - "picker = sbm.PhaseNet.from_pretrained(\"original\")\n", - "\n", - "# Initialize a single catalog for picks\n", - "pick_list = []\n", - "\n", - "# Define start and end times for the period of interest\n", - "start_time = UTCDateTime(\"2024-07-11T00:00:00\")\n", - "end_time = UTCDateTime(\"2024-07-13T00:00:00\")\n", - "window_time = 7200 # Customize windows for fetching data\n", - "\n", - "# Extract stations from the inventory\n", - "station_list = [{\n", - " 'Network': network.code,\n", - " 'Station': station.code\n", - "} for network in inv for station in network.stations]\n", - "\n", - "\n", - "# Function to fetch and filter waveform data for a given station\n", - "def fetch_waveform_data(station, current_time, window_time):\n", - " try:\n", - " stream = client.get_waveforms(\n", - " network=station['Network'],\n", - " station=station['Station'],\n", - " location=\"*\",\n", - " channel=\"HH?\",\n", - " starttime=current_time,\n", - " endtime=current_time + window_time\n", - " )\n", - " if stream:\n", - " stream.detrend() # Detrend before filtering\n", - " stream.filter(\"highpass\", freq=5) # Apply highpass filter at 5 Hz\n", - " return stream\n", - " except Exception:\n", - " return Stream()\n", - "\n", - "# Loop through each time window\n", - "current_time = start_time\n", - "\n", - "while current_time < end_time:\n", - " combined_stream = Stream()\n", - " \n", - " # Measure the time taken to download data\n", - " start_download_time = time.time()\n", - " with ThreadPoolExecutor(max_workers=16) as executor:\n", - " futures = [executor.submit(fetch_waveform_data, station, current_time, window_time) for station in station_list]\n", - " for future in as_completed(futures):\n", - " combined_stream += future.result()\n", - " end_download_time = time.time()\n", - " \n", - " # Classify the combined stream using the PhaseNet picker if it is not empty\n", - " if combined_stream:\n", - " try:\n", - " start_processing_time = time.time()\n", - " picks = picker.classify(\n", - " combined_stream, \n", - " batch_size=256, \n", - " P_threshold=0.075, \n", - " S_threshold=0.1\n", - " ).picks\n", - " end_processing_time = time.time()\n", - " \n", - " # Append picks to the catalog\n", - " pick_list.extend([{\n", - " \"id\": p.trace_id,\n", - " \"timestamp\": p.peak_time.datetime,\n", - " \"prob\": p.peak_value,\n", - " \"type\": p.phase.lower()\n", - " } for p in picks])\n", - " \n", - " # Print the count of P and S picks and the processing time\n", - " pick_count = Counter(p.phase for p in picks)\n", - " download_time = end_download_time - start_download_time\n", - " processing_time = end_processing_time - start_processing_time\n", - " print(f\"Time window starting at {current_time}: {pick_count} (Download time: {download_time:.2f} seconds, Processing time: {processing_time:.2f} seconds)\")\n", - " \n", - " except Exception as e:\n", - " print(f\"Error processing combined stream at {current_time}: {e}\")\n", - " \n", - " # Move to the next time window\n", - " current_time += window_time\n", - "\n", - "# Convert the pick catalog to a DataFrame for further analysis or export\n", - "pick_df = pd.DataFrame(pick_list)\n", - "\n", - "# Print the total number of picks\n", - "print(f\"Total number of picks: {len(pick_df)}\")" - ] - }, - { - "cell_type": "markdown", - "id": "ba2102eb-ec9c-46a8-969f-380557667494", - "metadata": {}, - "source": [ - "# 3. Phase Association with PyOcto\n", - "\n", - "PyOcto is a high-throughput seismic phase associator that efficiently links seismic phases to specific earthquake events, accurately determining their locations and origin times. It utilizes a 4D space-time partitioning method, starting with a large node that spans the entire study area and iteratively refines potential earthquake locations by splitting nodes based on the highest number of picks. This process is managed using a priority queue system, enhancing processing speed by discarding non-promising nodes early. PyOcto supports homogeneous and 1D velocity models and allows for customizable parameters for multi-region studies. \n", - "\n", - "**Note: PyOcto outputs locations, but these are meant to be initial sources. Further refinement of locations is needed for accurate locations.** " - ] - }, - { - "cell_type": "markdown", - "id": "60e7dd1b-d1bf-4902-832e-34241b512dfb", - "metadata": {}, - "source": [ - "### Associator Configurations" - ] - }, - { - "cell_type": "code", - "execution_count": 125, - "id": "7c2cf134-a11b-4d2b-a273-42880edf28ed", - "metadata": {}, - "outputs": [], - "source": [ - "import pyocto\n", - "\n", - "# Define the velocity model with specified parameters\n", - "velocity_model = pyocto.VelocityModel0D(\n", - " p_velocity=7.0,\n", - " s_velocity=4.0,\n", - " tolerance=2.0,\n", - " association_cutoff_distance=300,\n", - ")\n", - "\n", - "# Create the associator with corrected latitude and longitude ranges\n", - "associator = pyocto.OctoAssociator.from_area(\n", - " lat=(40, 55), \n", - " lon=(-135, -120), \n", - " zlim=(0, 200),\n", - " time_before=300,\n", - " velocity_model=velocity_model,\n", - " n_picks=6,\n", - " n_p_and_s_picks=3,\n", - ")\n", - "\n", - "# Convert station information to the required format\n", - "stations = associator.inventory_to_df(inv)\n" - ] - }, - { - "cell_type": "markdown", - "id": "c1b417a0-9d0c-413d-86d0-a1d763d19486", - "metadata": {}, - "source": [ - "### Association" - ] - }, - { - "cell_type": "code", - "execution_count": 126, - "id": "e1167413-f81f-49e4-8393-839f47584a72", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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idxtimexyzpickslatitudelongitudedepth
001.720822e+09535.019439-25.8484554.296875847.050492-120.4575334.296875
111.720822e+09386.090051-5.1762233.515625947.339431-122.3906123.515625
221.720823e+09401.10814149.3984700.390625847.819146-122.1429690.390625
331.720823e+09423.635275134.5680660.390625748.566905-121.7588080.390625
441.720823e+09331.02372370.8975910.390625748.051757-123.0592780.390625
551.720824e+09264.693828-6.8300010.390625647.384935-123.9943140.390625
661.720824e+09462.432006-48.1744650.390625946.905487-121.4297850.390625
771.720825e+09255.93327567.5900340.390625648.056570-124.0664520.390625
881.720825e+09327.26920145.2640245.859375647.823825-123.1289485.859375
991.720825e+09307.245081-49.8282440.390625746.980540-123.4615150.390625
10101.720826e+09257.18478352.7060270.390625747.922449-124.0585990.390625
11111.720826e+09454.922961-220.9943250.390625745.364099-121.6932760.390625
12121.720827e+09421.132260185.83520112.1093751149.027290-121.74010012.109375
13131.720827e+09454.922961-23.36778724.609375647.132582-121.50291224.609375
14141.720827e+09416.126230-45.69379715.234375946.958275-122.03237415.234375
15151.720827e+09343.53879743.6102450.390625647.800530-122.9136600.390625
16161.720827e+09-25.655903239.58300499.6093751349.653949-127.85530199.609375
17171.720827e+09192.10639533.68757433.2031251547.774363-124.93679733.203125
18181.720827e+09252.17875332.8606840.3906252547.746259-124.1370100.390625
19191.720827e+09263.442320-7.6568900.3906251547.378017-124.0113480.390625
20201.720828e+09305.993574-86.2113720.390625746.654638-123.5022340.390625
21211.720828e+09290.97548448.5715810.390625747.870925-123.6102450.390625
22221.720828e+09232.15463413.01534214.4531251247.575538-124.41415914.453125
23231.720828e+09259.687798-5.1762230.3906251247.401790-124.0595240.390625
24241.720829e+09494.971200-178.82297186.3281251145.714147-121.14257686.328125
\n", - "
" - ], - "text/plain": [ - " idx time x y z picks latitude \\\n", - "0 0 1.720822e+09 535.019439 -25.848455 4.296875 8 47.050492 \n", - "1 1 1.720822e+09 386.090051 -5.176223 3.515625 9 47.339431 \n", - "2 2 1.720823e+09 401.108141 49.398470 0.390625 8 47.819146 \n", - "3 3 1.720823e+09 423.635275 134.568066 0.390625 7 48.566905 \n", - "4 4 1.720823e+09 331.023723 70.897591 0.390625 7 48.051757 \n", - "5 5 1.720824e+09 264.693828 -6.830001 0.390625 6 47.384935 \n", - "6 6 1.720824e+09 462.432006 -48.174465 0.390625 9 46.905487 \n", - "7 7 1.720825e+09 255.933275 67.590034 0.390625 6 48.056570 \n", - "8 8 1.720825e+09 327.269201 45.264024 5.859375 6 47.823825 \n", - "9 9 1.720825e+09 307.245081 -49.828244 0.390625 7 46.980540 \n", - "10 10 1.720826e+09 257.184783 52.706027 0.390625 7 47.922449 \n", - "11 11 1.720826e+09 454.922961 -220.994325 0.390625 7 45.364099 \n", - "12 12 1.720827e+09 421.132260 185.835201 12.109375 11 49.027290 \n", - "13 13 1.720827e+09 454.922961 -23.367787 24.609375 6 47.132582 \n", - "14 14 1.720827e+09 416.126230 -45.693797 15.234375 9 46.958275 \n", - "15 15 1.720827e+09 343.538797 43.610245 0.390625 6 47.800530 \n", - "16 16 1.720827e+09 -25.655903 239.583004 99.609375 13 49.653949 \n", - "17 17 1.720827e+09 192.106395 33.687574 33.203125 15 47.774363 \n", - "18 18 1.720827e+09 252.178753 32.860684 0.390625 25 47.746259 \n", - "19 19 1.720827e+09 263.442320 -7.656890 0.390625 15 47.378017 \n", - "20 20 1.720828e+09 305.993574 -86.211372 0.390625 7 46.654638 \n", - "21 21 1.720828e+09 290.975484 48.571581 0.390625 7 47.870925 \n", - "22 22 1.720828e+09 232.154634 13.015342 14.453125 12 47.575538 \n", - "23 23 1.720828e+09 259.687798 -5.176223 0.390625 12 47.401790 \n", - "24 24 1.720829e+09 494.971200 -178.822971 86.328125 11 45.714147 \n", - "\n", - " longitude depth \n", - "0 -120.457533 4.296875 \n", - "1 -122.390612 3.515625 \n", - "2 -122.142969 0.390625 \n", - "3 -121.758808 0.390625 \n", - "4 -123.059278 0.390625 \n", - "5 -123.994314 0.390625 \n", - "6 -121.429785 0.390625 \n", - "7 -124.066452 0.390625 \n", - "8 -123.128948 5.859375 \n", - "9 -123.461515 0.390625 \n", - "10 -124.058599 0.390625 \n", - "11 -121.693276 0.390625 \n", - "12 -121.740100 12.109375 \n", - "13 -121.502912 24.609375 \n", - "14 -122.032374 15.234375 \n", - "15 -122.913660 0.390625 \n", - "16 -127.855301 99.609375 \n", - "17 -124.936797 33.203125 \n", - "18 -124.137010 0.390625 \n", - "19 -124.011348 0.390625 \n", - "20 -123.502234 0.390625 \n", - "21 -123.610245 0.390625 \n", - "22 -124.414159 14.453125 \n", - "23 -124.059524 0.390625 \n", - "24 -121.142576 86.328125 " - ] - }, - "execution_count": 126, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Perform the phase association \n", - "events, assignments = associator.associate_seisbench(picks, stations)\n", - "\n", - "# Transform event coordinates back to latitude and longitude\n", - "associator.transform_events(events)" - ] - }, - { - "cell_type": "markdown", - "id": "06107953-86b4-4489-9486-efa99474d008", - "metadata": {}, - "source": [ - "# 4. Visualize the Results " - ] - }, - { - "cell_type": "markdown", - "id": "38404887-7e37-4c48-a81a-086920dedd68", - "metadata": {}, - "source": [ - "## Map View of Located Events" - ] - }, - { - "cell_type": "code", - "execution_count": 127, - "id": "ff463907-cd13-4397-a562-3310f79fe18e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "import cartopy.crs as ccrs\n", - "import cartopy.feature as cfeature\n", - "\n", - "min_latitude = 41.0\n", - "max_latitude = 54.0\n", - "min_longitude = -132.0\n", - "max_longitude = -118.0\n", - "\n", - "# Extract station coordinates\n", - "stations = [(station.latitude, station.longitude) for network in inv for station in network.stations]\n", - "\n", - "# Extract event coordinates\n", - "event_lats = events['latitude'].tolist()\n", - "event_lons = events['longitude'].tolist()\n", - "\n", - "# Create a plot\n", - "fig = plt.figure(figsize=(10, 8))\n", - "ax = fig.add_subplot(1, 1, 1, projection=ccrs.PlateCarree())\n", - "\n", - "# Add geographic features\n", - "ax.add_feature(cfeature.LAND)\n", - "ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.COASTLINE)\n", - "ax.add_feature(cfeature.BORDERS, linestyle=':')\n", - "\n", - "# Set the map bounds\n", - "ax.set_extent([min_longitude, max_longitude, min_latitude, max_latitude], crs=ccrs.PlateCarree())\n", - "\n", - "# Plot the stations\n", - "if stations:\n", - " lats, lons = zip(*stations)\n", - " ax.scatter(lons, lats, color='red', marker='o',s=10, transform=ccrs.PlateCarree(), label='PNSN Stations')\n", - "\n", - "# Plot the earthquake events\n", - "ax.scatter(event_lons, event_lats, color='blue', marker='x',s=12, transform=ccrs.PlateCarree(), label='Earthquake Events')\n", - "\n", - "# Add labels and title\n", - "ax.set_title('Earthquake Events in the Cascadia Subduction Zone')\n", - "ax.legend()\n", - "\n", - "# Show the plot\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "e98f3a28-cf45-4b52-9f44-fbcbc9e04546", - "metadata": {}, - "source": [ - "## Inspect Some Events (Waveforms)" - ] - }, - { - "cell_type": "code", - "execution_count": 131, - "id": "07c9ec9c-091b-406f-8e29-d7506f121e92", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Event information\n", - "idx 1.900000e+01\n", - "time 1.720827e+09\n", - "x 2.634423e+02\n", - "y -7.656890e+00\n", - "z 3.906250e-01\n", - "picks 1.500000e+01\n", - "latitude 4.737802e+01\n", - "longitude -1.240113e+02\n", - "depth 3.906250e-01\n", - "Name: 19, dtype: float64\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "import obspy\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# Plotting the event and picks as per the initial code\n", - "event_idx = np.random.choice(events[\"idx\"])\n", - "event_picks = [picks[i] for i in assignments[assignments[\"event_idx\"] == event_idx][\"pick_idx\"]]\n", - "event = events[events[\"idx\"] == event_idx].iloc[0]\n", - "\n", - "station_dict = {station: (x, y) for station, x, y in zip(stations_df[\"id\"], stations_df[\"x\"], stations_df[\"y\"])}\n", - "\n", - "first, last = min(pick.peak_time for pick in event_picks), max(pick.peak_time for pick in event_picks)\n", - "\n", - "sub = obspy.Stream()\n", - "\n", - "for station in np.unique([pick.trace_id for pick in event_picks]):\n", - " sub.append(combined_stream.select(station=station.split('.')[1], channel=\"HHZ\")[0])\n", - "\n", - "sub = sub.slice(first - 5, last + 5)\n", - "\n", - "sub = sub.copy()\n", - "sub.detrend()\n", - "sub.filter(\"highpass\", freq=5)\n", - "\n", - "fig, axs = plt.subplots(len(sub), 1, figsize=(10, len(sub) * 1.5), sharex=True)\n", - "\n", - "if len(sub) == 1:\n", - " axs = [axs]\n", - "\n", - "for i, trace in enumerate(sub):\n", - " normed = trace.data - np.mean(trace.data)\n", - " normed = normed / np.max(np.abs(normed))\n", - " station_x, station_y = station_dict[trace.id.split('.')[1]]\n", - " y = np.sqrt((station_x - event[\"x\"]) ** 2 + (station_y - event[\"y\"]) ** 2 + event[\"z\"] ** 2)\n", - " \n", - " axs[i].plot(trace.times(), normed, color='royalblue') # Set waveform color to dark gray\n", - " axs[i].set_xlim(0, trace.times()[-1]) # Adjust x-axis limits to trace start and end times\n", - " axs[i].set_ylabel(f\"{y:.2f} km\")\n", - " axs[i].yaxis.set_ticks([]) # Remove y-axis ticks\n", - " axs[i].tick_params(axis='y', which='both', length=0) # Remove y-axis tick marks\n", - " \n", - " for pick in event_picks:\n", - " if pick.trace_id.split('.')[1] == trace.id.split('.')[1]:\n", - " x = pick.peak_time - trace.stats.starttime\n", - " if pick.phase == \"P\":\n", - " ls = '-'\n", - " else:\n", - " ls = '--'\n", - " axs[i].axvline(x=x, color='k', linestyle=ls)\n", - "\n", - "axs[-1].set_xlabel(\"Time [s]\")\n", - "\n", - "# Manually adjust the spacing between subplots\n", - "plt.subplots_adjust(hspace=0)\n", - "plt.show()\n", - "\n", - "print(\"Event information\")\n", - "print(event)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9bc83c2a-a85f-4825-b69f-ba1eb60ba57c", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/science_tutorials/Signal_Processing.ipynb b/docs/content/science_tutorials/Signal_Processing.ipynb deleted file mode 100644 index 270483e..0000000 --- a/docs/content/science_tutorials/Signal_Processing.ipynb +++ /dev/null @@ -1,837 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "749e6363-f29b-4052-9732-eab3e631656d", - "metadata": {}, - "source": [ - "# Introduction of Signal Processing \n" - ] - }, - { - "cell_type": "markdown", - "id": "f2e9947e-34bb-4985-8c02-87e0d1dc775f", - "metadata": {}, - "source": [ - "Signal processing is a crucial aspect of seismology that involves analyzing and interpreting seismic data to understand the underlying geological processes. Seismic signals, recorded by seismometers, contain valuable information about earthquakes, volcanic eruptions, and other seismic events. We can extract meaningful insights from these raw data by applying various signal-processing techniques.\n", - "\n", - "**Objectives of this Notebook**\n", - "This notebook aims to introduce the basics of signal processing in the context of seismology. We will cover essential techniques and demonstrate how to apply them to real seismic data. By the end of this notebook, you will be able to:\n", - "\n", - "- **Download and visualize seismic data** from well-known sources using the ObsPy client.\n", - "- **Apply basic signal processing techniques** such as filtering and Fourier Transform to seismic signals.\n", - "- **Visualize the processed signals** to understand their characteristics.\n", - "- **Explore advanced signal processing methods** like wavelet transforms and spectrograms for more detailed analysis.\n", - "\n", - "**Author:** Marc Garcia, University of Texas - El Paso, magarcia58@miners.utep.edu" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e967ece6-3791-4695-a04e-0c7c31f30a97", - "metadata": {}, - "outputs": [], - "source": [ - "#Check for correct Image (GeoLab)\n", - "!printenv | grep IMAGE" - ] - }, - { - "cell_type": "markdown", - "id": "c65e4321-e9c4-4192-a7b5-c852fad7cf5e", - "metadata": {}, - "source": [ - "# 1. Introduction and Data Acquisition" - ] - }, - { - "cell_type": "markdown", - "id": "593c6cb6-c04d-44f8-be9b-77871e4575c0", - "metadata": {}, - "source": [ - "To illustrate the basics of signal processing in seismology, we will use seismic data from the 2023 West Texas earthquake, an example of induced seismicity. This earthquake occurred on November 8, 2023, with a magnitude of 5.3 and was felt across Texas in cities such as El Paso, Lubbock, and Abilene. The event is believed to have been triggered by hydraulic fracturing (fracking) activities in the region. Induced seismicity, such as this, is becoming increasingly common in areas with extensive oil and gas extraction operations. Texas, along with Oklahoma, ranks among the highest oil extraction states in the U.S.\n", - "\n", - "Learn more about the earthquake: [Here](https://www.elpasotimes.com/story/news/2023/11/08/earthquake-tx-mentone-hit-my-5-3-magnitude-quake/71500906007/).\n", - "\n", - "We will retrieve the seismic signal from the TX.ODSA station, part of the Texas Seismic Network, which is located near the epicenter. The data from this local seismic station will allow us to analyze the earthquake's characteristics and understand the impact of human activities on seismic events." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "3bc6ab70-ecfd-4259-91b8-8cabeba6a2c8", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Event time: 2023-11-08T10:27:00.000000Z\n", - "Location: (31.372, -103.78)\n", - "Magnitude: 5.3\n", - "3 Trace(s) in Stream:\n", - "TX.ODSA.00.HH1 | 2023-11-08T10:28:00.000000Z - 2023-11-08T10:32:00.000000Z | 200.0 Hz, 48001 samples\n", - "TX.ODSA.00.HH2 | 2023-11-08T10:28:00.000000Z - 2023-11-08T10:32:00.000000Z | 200.0 Hz, 48001 samples\n", - "TX.ODSA.00.HHZ | 2023-11-08T10:28:00.000000Z - 2023-11-08T10:32:00.000000Z | 200.0 Hz, 48001 samples\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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mrp/hX3R0tGCb6Ohos9v8+OOPsvtLTk5m0dHRLCgoiCUkJNjtOAiiIkMWRYIgOAICArB3714u8cczzzyDK1euYPr06WjYsCHnirR161YumJ//RtbV1RWxsbEmrVpNmjSBs7MzXn31Vfz000+4ceOGYts+ffoIXDvr1q0LAOjbt6+gnWG5Kcvg5s2b4erqildeecXseRDTsmVLXLt2DVu2bMG7776Ltm3bYseOHRgxYgT69+9v0sK4e/dudOnSBYGBgdwytVqNwYMHy7Zv0qSJwCLl6uqK2rVr4/bt24J2S5cuRbNmzeDq6gpHR0c4OTlhx44dEtdPe/Dcc88Jvh88eBB5eXmSpByRkZHo0qULduzYIViuUqkECR8cHR1Rs2ZNhIWFoWnTptxyf39/BAcHS47VHCdOnMDgwYPRpk0bzJ07V7LeVAIYpXWpqano06cPGGNYu3atrOt1z549cfToUezcuRNz5szBunXr8Nxzz0niVuX2GRsbi/3790Oj0eDUqVNIT0/nXAcNzxBjDIcOHRLEJ1r67Pn7+6NGjRr47LPPsHDhQpw8edLsuErCtWvXcOnSJbz44osAIBhbnz59kJiYKLB6vfXWW+jbty+GDh2Kn376CYsXL0bDhg0FfSYlJeG1115DZGQkd49HR0cDgOA+b9WqFVauXInZs2fj0KFDJq1gcvz88884evSo4J/BJdnAyZMn0b9/fwQEBMDBwQFOTk4YMWIEtFotrly5Imjr5+eHLl26WDUGAOjfv7/gu8HqbXgeDh48iPz8fO4cG2jXrh13XmzB0vNsYM6cORg5ciTmzZuHL7/8UvBs/Pfff+jcuTPCw8MF90Dv3r0B6H8PldDpdFZb+AD563f06FE89dRTsu2feuop2fY///yz4j60Wi2GDBmCu3fvYu3atVwMNEFUdiiZDUEQElq0aMEld9BoNHjnnXewaNEizJ8/H/Pnz8fDhw8B6AWUHHKTagM1atTA9u3bMX/+fIwfPx45OTmoXr06Jk6ciP/7v/8TtPX39xd8d3Z2Nrk8Pz9fcb/JyckIDw83OTZTODk5oWfPnujZsycAfTzn888/j//++w+bN29WzHyXkpKCkJAQyXK5ZQBk4+RcXFyQl5fHfV+4cCGmTJmC1157DR9//DECAwPh4OCADz74oFSEojg+0+DSJxe3GR4ejri4OMEyd3d3uLq6CpY5OztLrqNhuanrKObkyZPo3r07atWqhU2bNsHFxUWwPiAgQNYF0eC+KzeGtLQ0dO/eHffu3cPOnTsVE9P4+flxz0nnzp1Ro0YNDBkyBH///TcGDhxoctydO3fG+vXrcfToURw8eBAhISGIiYkBoBeKjx49wvnz5zn3VINQtPTZU6lU2LFjB2bNmoX58+djypQp8Pf3x4svvog5c+bAy8vL5PisxTCuqVOnYurUqbJt+DFvKpUKI0eOxMaNGxEaGiqITQT0oqFHjx64f/8+PvjgAzRs2BAeHh7Q6XRo06aN4HlYu3YtZs+ejeXLl+ODDz6Ap6cnBg4ciPnz5yM0NNTs2OvWrWsymU1CQgI6dOiAmJgYfPnll6hatSpcXV1x5MgRjB8/XjAWQP65sATxs2+4lw39G+5juWOy5DjlsOY8G1i9ejUiIiIwZMgQybqHDx/i33//lY0hBmAy7nHWrFn46KOPuO/R0dGSGEs5lK6fj4+PbGyxj4+P1cmL3n77bezYsQMLFiwo16RSBFHWkFAkCMIkTk5OmDFjBhYtWsTFcxmsY3/++adNb7I7dOiADh06QKvV4tixY1i8eDEmTZqEkJAQ2cmHPQgKCsK+ffug0+lsFot8AgICMGnSJOzatQvnzp1TFIoBAQHcJJrPgwcPbN736tWr0alTJ3z77beC5VlZWTb3aQqx1c0woU1MTJS0vX//vsB6WpqcPHkS3bp1Q3R0NLZt2wYfHx9Jm4YNG+K3334TZBgFgLNnzwLQZ7zkk5aWhm7duuHmzZvYsWMHZ9WxBEPiG7GFSQ7DZHPXrl04ePAgYmNjuXX16tVDYGAg4uPjsWvXLoSFhXEi0ppnLzo6Gj/88AM3pt9//x0zZ85EYWGhIBbQHhjGNX36dDz77LOybQzHAOjvnfHjx6NJkyY4f/48pk6diq+++opbf+7cOZw+fRorV67Eyy+/zC03JFIS7/uLL77AF198gYSEBPzzzz+YNm0akpKSsGXLlhIf24YNG5CTk4O//vpLcM4NSYHElFbdWMNzJ/fb8eDBA0FyHMOLmYKCAkE7sVCz5jwb2LJlC1544QV06NABO3bsEJyTwMBANGrUSDEGOzw8XLHfV199VVDjUPzSp7z47bffsHDhQrzwwgs21xMmiMcVcj0lCIJDbuIPGN2PDH/ke/bsCUdHR1y/fp2zPor/WYKDgwNat27NJQU4ceKEHY5Cnt69eyM/P9+i4uJ8NBqNYlIM8XmRIzY2Fjt37hRM0HQ6Hf744w+rxsFHpVJJJlFnzpxRrPllb9q2bQs3NzesXr1asPzu3bvYuXMnunbtWupjOHXqFLp164YqVaogLi4Ofn5+su0GDhyI7OxsrFu3TrD8p59+Qnh4OFq3bs0tM4jEGzduYNu2bQK3WEswWP9q1qxptm39+vURFBSEnTt3Yu/evYKMlSqVCh07dsSWLVtw6NAhgQXD1mevdu3aeP/999GwYUPBcya2VttKTEwMatWqhdOnTyuOy2DF1Gq1GDp0KFQqFTZv3oy5c+di8eLF+OuvvwTnwDA+PsuWLTM5jqioKLzxxhvo3r273X5P5MbCGMP3339vVT8lPddt2rSBq6srfvnlF8HyAwcOSNy1DaLxzJkzguX//POP4Lst5zk6Ohp79+6Fi4sLOnToIEhe1a9fP5w7dw41atSQvQdM/VaGh4cL2opdkcuDM2fOYPTo0WjQoAH30oUgniTIokgQBEfPnj1RpUoVPP3006hTpw50Oh1OnTqFzz//HJ6enpxraNWqVTFr1iy89957uHHjBnr16gU/Pz88fPgQR44cgYeHh8CFiM/SpUuxc+dO9O3bF1FRUcjPz+fKP3Tr1q3Ujm3o0KH48ccf8dprr+Hy5cvo3LkzdDodDh8+jLp16ypaMjMyMlC1alUMGjQI3bp1Q2RkJLKzs7Fr1y58+eWXqFu3rqIFBQDee+89/Pvvv+jatSvee+89uLm5YenSpcjJyQFg2k1XiX79+uHjjz/GjBkzEBsbi8uXL2PWrFmoVq1amaSg9/X1xQcffIB3330XI0aMwNChQ5GSkoKPPvoIrq6umDFjRqnu//Lly9y9MmfOHFy9elUwWa1RowZXqqJ3797o3r07Xn/9dWRmZqJmzZr47bffsGXLFqxevRoODg4A9O59hhITX3zxBYqKinDo0CGuz6CgINSoUQOAfhK9d+9e9OjRA5GRkcjJycHevXuxePFitGvXDs8884zZY1CpVOjUqRP+/PNPMMYEFkVA/4Jh0qRJYIwJhKKlz96ZM2fwxhtvYNCgQahVqxacnZ2xc+dOnDlzBtOmTeP6a9iwIdasWYO1a9eievXqcHV1tXmCvmzZMvTu3Rs9e/bEyJEjERERgdTUVFy8eBEnTpzgXo7MmDEDe/fuxbZt2xAaGoopU6Zg9+7dGDVqFJo2bYpq1aqhTp06qFGjBqZNmwbGGPz9/fHvv/9K3JozMjLQuXNnDBs2DHXq1IGXlxeOHj2KLVu2mHwu+Zw7d072uTHcR927d4ezszOGDh2Kt99+G/n5+fj222+RlpZm1fkp6bn28/PD1KlTMXv2bIwePRqDBg3CnTt3MHPmTInracuWLRETE4OpU6eiqKgIfn5+WL9+Pfbt2ydoZ+l5FhMWFobdu3ejZ8+e6NixI+Li4tCgQQPMmjULcXFxaNeuHSZOnIiYmBjk5+fj1q1b2LRpE5YuXVoudXVtIS0tDQMGDEBBQQHeeecdzgtBDP+3gSAqHeWXR4cgiIrG2rVr2bBhw1itWrWYp6cnc3JyYlFRUWz48OHswoULkvYbNmxgnTt3Zt7e3szFxYVFR0ez559/nm3fvp1rI856evDgQTZw4EAWHR3NXFxcWEBAAIuNjWX//PMP10YuoyJjxox9f/zxh2C5Ifvd0aNHuWXirKeM6TOIfvjhh6xWrVrM2dmZBQQEsC5durADBw4onpOCggK2YMEC1rt3bxYVFcVcXFyYq6srq1u3Lnv77bdZSkqKoD1ksozu3buXtW7dmrm4uLDQ0FD21ltvcVkf09PTuXZymUfljqWgoIBNnTqVRUREMFdXV9asWTO2YcMG9vLLL0uy/MmNRw5TWU/F59vA8uXLWaNGjZizszPz8fFhzzzzjCSr4csvv8w8PDxkj6l+/foWjUOMuWyH4qyFWVlZbOLEiSw0NJQ5OzuzRo0asd9++03QxnDPKf17+eWXubb79+9n/fr1Y+Hh4czZ2Zm5u7uzxo0bs48//pjl5OSYHDufJUuWMAAsKChIsu7UqVPcvq9evSpZb+7Ze/jwIRs5ciSrU6cO8/DwYJ6enqxRo0Zs0aJFrKioiOvn1q1brEePHszLy0s2S6QSSs/o6dOn2eDBg1lwcDBzcnJioaGhrEuXLlxG123btjG1Wi25J1NSUlhUVBRr2bIlKygoYIwxduHCBda9e3fm5eXF/Pz82KBBg1hCQoLgns7Pz2evvfYaa9SoEfP29mZubm4sJiaGzZgxw+y1MHcf8TMk//vvv6xx48bM1dWVRUREsLfeeott3rxZkkFU6b5mTPlcKz1nhnPMv591Oh2bO3cui4yM5O7lf//9V/b37sqVK6xHjx7M29ubBQUFsQkTJrCNGzdKxmzJeWZMmPXUQHp6Omvfvj3z9/fnfn+Tk5PZxIkTWbVq1ZiTkxPz9/dnzZs3Z++99x7Lzs42eU2sQe53n0/fvn1ls54q/b4cPXpUcL4N18XcP/5vA0FUNlSMWVEQjCAIgrALPXr0wK1btyyKZyMIgjCFwXXZ2jqqBEEQpiDXU4IgiFJm8uTJaNq0KSIjI5GamopffvkFcXFxFPNCEARBEESFhYQiQRBEKaPVavHhhx/iwYMHUKlUqFevHlatWoWXXnqpvIdGEARBEAQhC7meEgRBEARBEARBEAKoPAZBEARBEARBEAQhgIQiQRAEQRAEQRAEIYCEIkEQBEEQBEEQBCGAktlUYHQ6He7fvw8vLy+oVKryHg5BEARBEARBEOUEYwxZWVkIDw+HWl369j4SihWY+/fvIzIysryHQRAEQRAEQRBEBeHOnTuoUqVKqe+HhGIFxsvLC4D+ZvD29i7n0RAEQRAEQRAEUV5kZmYiMjKS0wilDQnFCozB3dTb25uEIkEQBEEQBEEQZRaSRslsCIIgCIIgCIIgCAEkFAmCIAiCIAiCIAgBJBQJgiAIgiAIgiAIARSjSBAEQRAEQVQYGGMoKiqCVqst76EQRJni4OAAR0fHClMWj4QiQRAEQRAEUSEoLCxEYmIicnNzy3soBFEuuLu7IywsDM7OzuU9FBKKBEEQBEEQRPmj0+lw8+ZNODg4IDw8HM7OzhXGskIQpQ1jDIWFhUhOTsbNmzdRq1YtqNXlGyVIQpEgCIIgCIIodwoLC6HT6RAZGQl3d/fyHg5BlDlubm5wcnLC7du3UVhYCFdX13IdDyWzIQiCIAiCICoM5W1FIYjypCLd/xVnJARBEARBEARBEESF4LERinPnzkXLli3h5eWF4OBgDBgwAJcvXxa0YYxh5syZCA8Ph5ubGzp16oTz588L2hQUFGDChAkIDAyEh4cH+vfvj7t37wrapKWlYfjw4fDx8YGPjw+GDx+O9PR0QZuEhAQ8/fTT8PDwQGBgICZOnIjCwkJBm7NnzyI2NhZubm6IiIjArFmzwBiz30khCMIkOh3DyYQ05Gsocx5BEARBEIQ1PDZCcffu3Rg/fjwOHTqEuLg4FBUVoUePHsjJyeHazJ8/HwsXLsTXX3+No0ePIjQ0FN27d0dWVhbXZtKkSVi/fj3WrFmDffv2ITs7G/369ROkYB42bBhOnTqFLVu2YMuWLTh16hSGDx/Orddqtejbty9ycnKwb98+rFmzBuvWrcOUKVO4NpmZmejevTvCw8Nx9OhRLF68GAsWLMDChQtL+UwRBGFg2Z4bGLjkAOp8sIVe0hAEQRAVlpkzZ6JJkyalug+VSoUNGzaUWv8rV66Er69vqfWvxK5du6BSqSRGHcIOsMeUpKQkBoDt3r2bMcaYTqdjoaGhbN68eVyb/Px85uPjw5YuXcoYYyw9PZ05OTmxNWvWcG3u3bvH1Go127JlC2OMsQsXLjAA7NChQ1ybgwcPMgDs0qVLjDHGNm3axNRqNbt37x7X5rfffmMuLi4sIyODMcbYkiVLmI+PD8vPz+fazJ07l4WHhzOdTid7TPn5+SwjI4P7d+fOHQaA65MgCOtoMTuORb/zH4t+5z8Wf+lheQ+HIAiCMEFeXh67cOECy8vLK++hWMXDhw/Zq6++yiIjI5mzszMLCQlhPXr0YAcOHLC4j6ysLPbo0aNSHCVjiYmJgnmptezcuZN16tSJ+fn5MTc3N1azZk02YsQIptFoGGOM5ebmsocPy/5vbXx8PAPA0tLSStTPyy+/zJ555hmz/ZvaX3R0NFu0aBFjjLEZM2YwAIr/Zs6cKTsOU89BRkZGmWqDx8aiKCYjIwMA4O/vDwC4efMmHjx4gB49enBtXFxcEBsbiwMHDgAAjh8/Do1GI2gTHh6OBg0acG0OHjwIHx8ftG7dmmvTpk0b+Pj4CNo0aNAA4eHhXJuePXuioKAAx48f59rExsbCxcVF0Ob+/fu4deuW7DHNnTuXc3f18fFBZGSkzeeHIAiAn1T9enKOYjuCIAiCsJXnnnsOp0+fxk8//YQrV67gn3/+QadOnZCammpxH56enggICCjFUQKhoaGCeak1nD9/Hr1790bLli2xZ88enD17FosXL4aTkxN0Oh0AfcbO4OBgew75sWbq1KlITEyU/Bs5ciR8fX0xbNiw8h6iWR5LocgYw+TJk/HUU0+hQYMGAIAHDx4AAEJCQgRtQ0JCuHUPHjyAs7Mz/Pz8TLaRu8mDg4MFbcT78fPzg7Ozs8k2hu+GNmKmT5+OjIwM7t+dO3fMnAmCICxFTaW4CIIgHjsYY8gtLCrzf8zCcIX09HTs27cPn376KTp37ozo6Gi0atUK06dPR9++fbl2GRkZePXVVxEcHAxvb2906dIFp0+f5taLXU937dqFVq1awcPDA76+vmjfvj1u374taLtixQpERUXB09MTr7/+OrRaLebPn4/Q0FAEBwdjzpw5grGKXU/v3r2LIUOGwN/fHx4eHmjRogUOHz4se5xxcXEICwvD/Pnz0aBBA9SoUQO9evXC8uXLucLwcq6ns2fPRnBwMLy8vDB69GhMmzZNcJwjR47EgAEDsGDBAoSFhSEgIADjx4+HRqPh2qxevRotWrSAl5cXQkNDMWzYMCQlJVl0fcoTT09PhIaGCv7t2LEDq1atwpo1a1CrVq3yHqJZHss6im+88QbOnDmDffv2SdaJC7MyxswWaxW3kWtvjzaGHx2l8bi4uNj8pocgCNOk5RRCp2NQk2IkCIJ4bMjTaFHvw61lvt8Ls3rC3dn8NNnT0xOenp7YsGED2rRpIzuPY4yhb9++8Pf3x6ZNm+Dj44Nly5aha9euuHLlCucdZ6CoqAgDBgzAmDFj8Ntvv6GwsBBHjhwRzB+vX7+OzZs3Y8uWLbh+/Tqef/553Lx5E7Vr18bu3btx4MABvPLKK+jatSvatGkjGVN2djZiY2MRERGBf/75B6GhoThx4gRnHRQTGhqKxMRE7NmzBx07djR7XgDgl19+wZw5c7BkyRK0b98ea9asweeff45q1aoJ2sXHxyMsLAzx8fG4du0aXnjhBTRp0gRjxowBoK+v+fHHHyMmJgZJSUl48803MXLkSGzatMmicVQUjh8/jjFjxmDevHno2bNneQ/HIh47oThhwgT8888/2LNnD6pUqcItDw0NBaC31oWFhXHLk5KSOEteaGgoCgsLkZaWJrAqJiUloV27dlybhw8fSvabnJws6Ef8xiUtLQ0ajUbQRmw5NLz9EFsaCYIoHZKyCrjPX+28hguJWVj+cotyHBFBEARRmXB0dMTKlSsxZswYLF26FM2aNUNsbCyGDBmCRo0aAdALobNnzyIpKYkTkgsWLMCGDRvw559/4tVXXxX0mZmZiYyMDPTr1w81atQAANStW1fQRqfTYcWKFfDy8kK9evXQuXNnXL58GZs2bYJarUZMTAw+/fRT7Nq1S1Yo/vrrr0hOTsbRo0c5oVqzZk3F4xw0aBC2bt2K2NhYhIaGok2bNujatStGjBgBb29v2W0WL16MUaNG4X//+x8A4MMPP8S2bduQnZ0taOfn54evv/4aDg4OqFOnDvr27YsdO3ZwQvGVV17h2lavXh1fffUVWrVqhezsbHh6eiqO2Rb+++8/SZ/8hJd8+DrEQG5urmzbpKQkDBw4EM8++yymTp1a8oGWEY+NUGSMYcKECVi/fj127doleRtRrVo1hIaGIi4uDk2bNgWgfwOxe/dufPrppwCA5s2bw8nJCXFxcRg8eDAAIDExEefOncP8+fMBAG3btkVGRgaOHDmCVq1aAQAOHz6MjIwMTky2bdsWc+bMQWJiIidKt23bBhcXFzRv3pxr8+6776KwsJAzyW/btg3h4eGoWrVqKZ4pgiCU2H5R+hKIIAiCqLi4OTngwqyyt764OTlY3Pa5555D3759sXfvXhw8eBBbtmzB/PnzsXz5cowcORLHjx9Hdna2JAYxLy8P169fl/Tn7++PkSNHomfPnujevTu6deuGwYMHCwwhVatWhZeXF/c9JCQEDg4OgmLtISEhii6ap06dQtOmTSXWTCUcHBzw448/Yvbs2di5cycOHTqEOXPm4NNPP8WRI0cEYzNw+fJljBs3TrCsVatW2Llzp2BZ/fr14eBgPN9hYWE4e/Ys9/3kyZOYOXMmTp06hdTUVM7qmZCQgHr16pkd+2uvvYbVq1dz38VClU/nzp3x7bffCpYdPnwYL730kqTt3r17BdcAADp16iRpp9Fo8PzzzyMkJATLly83O96KxGMjFMePH49ff/0Vf//9N7y8vDhrnY+PD9zc3KBSqTBp0iR88sknqFWrFmrVqoVPPvkE7u7uXLCoj48PRo0ahSlTpiAgIAD+/v6YOnUqGjZsiG7dugHQv7Hp1asXxowZg2XLlgEAXn31VfTr1w8xMTEAgB49eqBevXoYPnw4PvvsM6SmpmLq1KkYM2YM91Zl2LBh+OijjzBy5Ei8++67uHr1Kj755BN8+OGHZl1hCYIgCIIgCH24jiUuoOWNq6srunfvju7du+PDDz/E6NGjMWPGDIwcORI6nQ5hYWHYtWuXZDulchI//vgjJk6ciC1btmDt2rV4//33ERcXx1kHnZycBO1VKpXsMiVXUjc3N+sPEkBERASGDx+O4cOHY/bs2ahduzaWLl2Kjz76SLa9UhgWH1PjzsnJQY8ePdCjRw+sXr0aQUFBSEhIQM+ePSX1y5WYNWuWxVY8Dw8PiWVVXG/dQLVq1STXz9FReq9OnDgRV65cwbFjx+Dq6mrROCoKFf/JK8ag7sVK/ccff8TIkSMBAG+//Tby8vIwbtw4pKWloXXr1ti2bZtA7S9atAiOjo4YPHgw8vLy0LVrV6xcuVLwJuOXX37BxIkTueyo/fv3x9dff82td3BwwMaNGzFu3Di0b98ebm5uGDZsGBYsWMC18fHxQVxcHMaPH48WLVrAz88PkydPxuTJk+19agiCsIJz9zLQIMKnvIdBEARBVGLq1avHJY5p1qwZHjx4AEdHR6u8ypo2bYqmTZti+vTpaNu2LX799VdZN1JbaNSoEZYvX47U1FSLrYpi/Pz8EBYWJqhpzicmJgZHjhwR1CI/duyYVfu4dOkSHj16hHnz5nHVAKztIzg4uNyysX733XdYsWIF4uPjZV1VKzqPjVC0JPuUSqXCzJkzMXPmTMU2rq6uWLx4MRYvXqzYxt/fX2CiliMqKgr//fefyTYNGzbEnj17TLYhCKJs2XM1mYQiQRAEYRdSUlIwaNAgvPLKK2jUqBG8vLxw7NgxzJ8/H8888wwAoFu3bmjbti0GDBiATz/9FDExMbh//z42bdqEAQMGoEULYez8zZs38d1336F///4IDw/H5cuXceXKFYwYMcJu4x46dCg++eQTDBgwAHPnzkVYWBhOnjyJ8PBwtG3bVtJ+2bJlOHXqFAYOHIgaNWogPz8fP//8M86fP684p54wYQLGjBmDFi1aoF27dli7di3OnDmD6tWrWzzOqKgoODs7Y/HixXjttddw7tw5fPzxxzYfd1myf/9+TJgwAR9++CGqV68uyV3i5uYGH5+KPR95bIQiQRCEPdDpLEt5ThAEQRDm8PT0ROvWrbFo0SJcv34dGo0GkZGRGDNmDN59910AekPGpk2b8N577+GVV15BcnIyQkND0bFjR9kEh+7u7rh06RJ++uknpKSkICwsDG+88QbGjh1rt3E7Oztj27ZtmDJlCvr06YOioiLUq1cP33zzjWz7Vq1aYd++fXjttddw//59eHp6on79+tiwYQNiY2Nlt3nxxRdx48YNTJ06Ffn5+Rg8eDBGjhyJI0eOWDzOoKAgrFy5Eu+++y6++uorNGvWDAsWLED//v1tOu6yZPny5SgsLMT777+P999/X7L+5ZdfxsqVK8t+YFagYpYWiiHKnMzMTPj4+CAjI0MxoxRBEMpUnbZRsmxSt1qY1K12OYyGIAiCMEV+fj5u3ryJatWqPXaxXIRldO/eHaGhoVi1alV5D6XCYuo5KGttQBZFgiCeKMiiSBAEQRClT25uLpYuXYqePXvCwcEBv/32G7Zv3464uLjyHhphISQUCYJ4otCSEwVBEARBlDoGl9vZs2ejoKAAMTExWLduHVdpgKj4kFAkCKLSUj3QAzceCbOxFZFFkSAIgiBKHTc3N2zfvr28h0GUALX5JgRBEI8nHi7Sd2FkUCQIgiAIgjAPCUWCICotOhlVqCWLIkEQRIWG8iwSTzIV6f4noUgQRKXlYWaBZBkJRYIgiIqJk5MTAH0SFIJ4UjHc/4bnoTyhGEWCICotj7KlQrEivakjCIIgjDg4OMDX1xdJSUkA9PUEVSpVOY+KIMoGxhhyc3ORlJQEX19fODg4lPeQSCgSBPFkQVlPCYIgKi6hoaEAwIlFgnjS8PX15Z6D8oaEIkEQTxRaXXmPgCAIglBCpVIhLCwMwcHB0Gg05T0cgihTnJycKoQl0QAJRYIgnih0FKNIEARR4XFwcKhQE2aCeBKhZDYEQVRaOscESZZ5udr2fuxOai5up+SYb0gQBEEQBFEJIIsiQRCVlkh/d8myxpG+VvdTpNWhw/x4AMCFWT3h7kw/nQRBEARBVG7IokgQRKVFLm+NLY6nJxLSuc8JqZS2nSAIgiCIyg8JRYIgKi06GaVoS3mMOzxxmK+hbDgEQRAEQVR+SCgSBFFpkZOEtlTHoPQ3BEEQBEE8aZBQJAii0iJnPWQ2yD6+ZZJKPxMEQRAE8SRAQpEgiAoNYwxrjybg3L0MG7aVLtPZ4DnKF5xkXSQIgiAI4kmAUvcRBFGhibvwEO+sOwsAuDWvr1Xb2iuZDb8fLdVhJAiCIAjiCYAsigRBVGguPciyedvrydmSZbYks6kV4sV9lkuQQxAEQRAEUdkgoUgQRKXl2O00yTJbZJ6Lo/GnkiyKBEEQBEE8CZBQJAjiicIWiyJ/Ex0JRYIgCIIgngBIKBIE8URhi+fozktJ3GdtcQdf7biKZ5fsR16h1l5DIwiCIAiCqDCQUCQIokLDL0fRbeFunEyQupNagy32wEXbr3CfDa6nC+Ou4ERCOn4/dqdE4yEIgiAIgqiIkFAkCOKx4VpSNob/cMTi9gEezpJlJU1GI96+sMiGehsEQRAEQRAVHBKKBEE8VmQXFFncNiWnULKspElLtSJdqFLJtyMIgiAIgnicIaFIEMQTRUlT0YiznpoTnvfT85CvoThGgiAIgiAeL0goEgTxRGFL1lNT25uyKF5LykK7eTvRecGuEu2TIAiCIAiirCGhSBDEE0WJXU+t6CDugj5bamJGfsl2ShAEQRAEUcaQUCQI4omipBZFseupKUoav1hQpMW5exklHjNBEARBEIS1kFAkCOKJoqSSy5qsqeoSCsXXVh1Hv8X7sOrQ7ZJ1RBAEQRAEYSUkFAmCeKKwwiAoizjrqSlUKJlSjL+cDABYse9mifohCIIgCIKwFhKKBEFYRL5GizfXnsLGM4llul97l58oqRunzkbX0/RcaakOy/uhGhwEQRAEQZQtJBQJgrCIlQduYf3Jexj/64nyHkq5Yi6ZzZfbr2Ld8bsAhALvo38vlOq4CIIgCIIg7IljeQ+AIIjHg+SsgnLZr73zuFgTYyiHqWQ25+5lYNH2KwCA55pXETieXrifWaL9EgRBEARBlCVkUSSIJ4wjN1Px0b/nkVtYVN5DKRdKKjxNCc2MPI3gO99jlLxHCYIgCIJ4nCCLIkFUctJzC7Hp7AP0bRgGH3cnDF52EADg5uSAt3vVKefRmcfuMYol3N6URVE8Vv5XNSlFgiAIgiAeI8iiSBCVnNdXn8C7689iwpqTguW3UnLKaURlg1LSmtJ0PeVnOdXqmCBG0aGktTIIgiAIgiDKEBKKBFFJKSjSQqdjOHgjBQCw50pyOY+obFHSc6Xpesp49krGmKCOYkkFKkEQBEEQRFlCrqcEUQnJKShC89lxiAnxKu+hlBslLYOhhI6Z6JsJ2/F9Uc9TMhuCIAiCIB4jyKJIEJWQwzdTkK/R4fTdjPIeSrmhZFG0pg6iHFodQ6FWJ7uO37OOMZCzKUEQBEEQjyskFAmiElIaiVMeN89JppC2pqSHodMxpOUYs5vyYxaZwKLI7JaIhwQnQRAEQRBlDQlFgqiEOKrNP9qGxCtxFx5i9E9HkZJdPnUSTZGv0SKrwLYyHoreoSVUilrG4ORglG6+7k7c54eZ+dxnvYtqyfZFEARBEARRXpBQJIhKiAU6kWPMz8ew/WIS5m6+VHoDspEXvjuEZbtv2LStchihdeotM19YG1GnY9DyOud7siZlFfCWC/fjxxOUBEEQBEEQFR0SigRRCbHEoijmkY0WxYIirU3bWcLpO+k2b6uUZbSEIYrQMiYQofwxRvi5cZ+ZTujm2qFWUMl2TBAEQRAEUYaQUCQIwmauJWUj5v0teG/92TLdrzk32UsPMvH+hnPyK0tcR1EYlxgV4M59LuIludExoe9pKYSNEgRBEARBlBokFAmCsJq/T90DACzZdQ0A8MvhhDLdf5EZs2D/xfux/uQ92XVf7bxm1b6YKMGpjjGBUHTiWW+LtEzQTtBPSfQpiUyCIAiCIMoYEooE8QSTmlPIfbZGi/zfmlP6D+WUrEWjUJ7CgFL5ClsQC74iLZNkNzVQILAo2m0I5XaeCYIgCIJ4ciGhSBBPMNPWneE+q8z4RsolgSkv/aK1qwozjXhPuYVFgmQ2/M+FRUahyJi1aXNKxupDt/Hm2lMC91eCIAiCIAhbeayE4p49e/D0008jPDwcKpUKGzZsEKxnjGHmzJkIDw+Hm5sbOnXqhPPnzwvaFBQUYMKECQgMDISHhwf69++Pu3fvCtqkpaVh+PDh8PHxgY+PD4YPH4709HRBm4SEBDz99NPw8PBAYGAgJk6ciMLCQkGbs2fPIjY2Fm5uboiIiMCsWbPAKF8+YQd0OoZz9zIURYGl8XCn76aXaBz5GmMiG1uT4Shh6lkx53pqTyQWRZ3Q9VTH+6wRWRTt9rhbcD3f33AO60/ew+ZzD+y0U4IgCIIgnmQeK6GYk5ODxo0b4+uvv5ZdP3/+fCxcuBBff/01jh49itDQUHTv3h1ZWVlcm0mTJmH9+vVYs2YN9u3bh+zsbPTr1w9arXHCO2zYMJw6dQpbtmzBli1bcOrUKQwfPpxbr9Vq0bdvX+Tk5GDfvn1Ys2YN1q1bhylTpnBtMjMz0b17d4SHh+Po0aNYvHgxFixYgIULF5bCmSGeNL7YfgX9Fu/DuyVMIsMXMraEwfEtaObcQa3FlBYsS4uiWCjqGBOIWP5h6xhTbFeiZDZWHG56ngYFRdpSzUZLEARBEETlx7G8B2ANvXv3Ru/evWXXMcbwxRdf4L333sOzzz4LAPjpp58QEhKCX3/9FWPHjkVGRgZ++OEHrFq1Ct26dQMArF69GpGRkdi+fTt69uyJixcvYsuWLTh06BBat24NAPj+++/Rtm1bXL58GTExMdi2bRsuXLiAO3fuIDw8HADw+eefY+TIkZgzZw68vb3xyy+/ID8/HytXroSLiwsaNGiAK1euYOHChZg8ebKsm19BQQEKCoxWmczMTLueP6LyYEjI8vuxu5j/fGOb+jh0IwUOauN9ePRWqtV98IWR2s5pPZXKWwDCpDGWcGZmDzT/OA4aK7cDpFZBcR1F/md+W7GYtdS6mJGnwY3kbDSJ9LV2qAAATZEOvb/Yi3yNFnve7gxHh8fqfSBBEARBEBWESjODuHnzJh48eIAePXpwy1xcXBAbG4sDBw4AAI4fPw6NRiNoEx4ejgYNGnBtDh48CB8fH04kAkCbNm3g4+MjaNOgQQNOJAJAz549UVBQgOPHj3NtYmNj4eLiImhz//593Lp1S/YY5s6dy7m7+vj4IDIysoRnhXgSSMrKt2m7lJxCgaEqM7/Iqu2LtDrEX07mvttbKJ67l6G8b53l1ku1CvB2dYKTjYJJalGEousp/zNjtiW06fRZPAYuOYDtF5OMC604tRl5Gtx4lIP7GflIySk0vwFBEARBEIQMlUYoPnigj8sJCQkRLA8JCeHWPXjwAM7OzvDz8zPZJjg4WNJ/cHCwoI14P35+fnB2djbZxvDd0EbM9OnTkZGRwf27c+eO+QMnnnhazdmBlftvlvp+xBaxEwnpgu/30vPsur+kLOWYR2ssgwbrva0yViz2tEyY9VQrcDflb8cE7qZ+7k5m95VdUIS0XA0A4N/T940rrBCcuYVGwU9VNQiCIAiCsJVKIxQNiF06GWPmszmK2si1t0cbQ7yS0nhcXFzg7e0t+EcQljDz3wtlvs/LD4Su0Sv22VesmnLV5MdGmsPgXWvud0AJncSFVJjMhv+Zn+dUx5hAqPm4mReKi3dc5T7bGvOZx0swpLVbNh2CIAiCIJ40Ko1QDA0NBSC11iUlJXGWvNDQUBQWFiItLc1km4cPH0r6T05OFrQR7yctLQ0ajcZkm6QkvSuZ2NJIEOVFSXTEB38LMwrbW5KYynpqjYgqqUVRGqMoFGACN1Re26z8IqtdTzPzNdxngdXUisHz92ltLCdBEARBEISBSiMUq1WrhtDQUMTFxXHLCgsLsXv3brRr1w4A0Lx5czg5OQnaJCYm4ty5c1ybtm3bIiMjA0eOHOHaHD58GBkZGYI2586dQ2JiItdm27ZtcHFxQfPmzbk2e/bsEZTM2LZtG8LDw1G1alX7nwCCKGfsXfrFlMiyxaLIF3f8sh7mEFdD1EqynvLjEo2fx/x8TBDfaMnZ4Vs9BbGRVpxaxoRWTYIgCIIgCFt4rIRidnY2Tp06hVOnTgHQJ7A5deoUEhISoFKpMGnSJHzyySdYv349zp07h5EjR8Ld3R3Dhg0DAPj4+GDUqFGYMmUKduzYgZMnT+Kll15Cw4YNuSyodevWRa9evTBmzBgcOnQIhw4dwpgxY9CvXz/ExMQAAHr06IF69eph+PDhOHnyJHbs2IGpU6dizJgxnLvosGHD4OLigpEjR+LcuXNYv349PvnkE8WMpwRREtQ23lKmah+eTEhD36/24tCNFIv6srckMXVMhVZYFA1JdnILjeKQb7kzh1iw6l1Pjd+FFkXj56SsAoE10hLN5sD7beCL4dRcy5PS/Hfa+AKrLOtNEgRBEARRuXisymMcO3YMnTt35r5PnjwZAPDyyy9j5cqVePvtt5GXl4dx48YhLS0NrVu3xrZt2+Dl5cVts2jRIjg6OmLw4MHIy8tD165dsXLlSjg4OHBtfvnlF0ycOJHLjtq/f39B7UYHBwds3LgR48aNQ/v27eHm5oZhw4ZhwYIFXBsfHx/ExcVh/PjxaNGiBfz8/DB58mRuzARhT0rj5cPQ7w8hX6PDkO8O4da8vuY3sLMmiQ7wUFxnjUVR7sw4WHG+xFY5rU4Uo6iQzEa8rdgyKQd/WPxjNJexlW9FzCowJrMpy3qTBEEQBEFULh4rodipUyeT7m0qlQozZ87EzJkzFdu4urpi8eLFWLx4sWIbf39/rF692uRYoqKi8N9//5ls07BhQ+zZs8dkG4KwB5bKHmvcQ/M11iVTsUQI2as/WyyKfKwR1uJzpmUi904Fi6L+O78f8/tqHu2Hnw/eBgDkFxktoFX83Exup6QHKUaRIAiCIAhbeaxcTwmCKBm7rySbb2QjVpQ2tAh7ZT01aMLqQUYLpTWxe3KupxcSjRlfi0S1E4XbWhej6OfuzH0+c1e5jqQYpbqS1tSbJAiCIAiC4ENCkSCeIE7dSRd8d3G0/CfA3slqzO9PeZ1VyWyKgx2d1MZjtU4oistjALM3XjSu18lbF/VtlUWkHPwmzrxrY87+ydeD1QONgtiaepMEQRAEQRB8SCgSBGER15NzynR/psScVeUxZPqzRvOKjXJyWVC5thLro+X70W9v3ODZphEWbyeol8hTlRSjSBAEQRCErZBQJAgCAODASzOaw0uIYsBcDKK9YxRNCUVrLIrW9m2urVg4KmU91X83frbk/PAtkNZYe5UEYZEVgpogCIIgCIIPCUWCMMO/p+9j45lEyfL4S0lYsPWyxN3wcSUmxJgd+LOtl63e3t6eqaZOqzUWRUM//O5KYmnTMSYQcUp1FA1tjSst6Jt3WPyEPeaGq9PJ70dTSe5NgiAIgiDKHhKKRKXiRnK2VTXyzJGVr8GE305i/K8nJFa2/608iq/jr+G/s1IRWdaoVHrr0f30PKu3k+PsPWkilf3XTNdTtL8kUe6xwAqhaBBv1sYLGpCLUZzQpSb3XWhRlN83YNn54e+rsEhZgIrRKuyHLIoEQRAEQdgKCUWi0nDpQSa6fL4brefssFufebwi7UrujtaKs9Ji2PLDaDdvJw5eVxZ0aTnCwu1lnJ/GKkwZw6xxPZWzKJYk66mOMfi4Ocn2Zbo8hvw+03IKca/4HuK351tNteaEIr+uI+8zJbMhCIIgCMJWSCgSlYY9xaUf8jRaMy3ty+ZzD8p0f4C8JfDIzVQAwG9HEhS3+6m4Rp+BAp7gMlVa8JyMhVGM3V1PTShFa4RitsESzOvOGo9Mqfhjgu0F5TFMbKt0fpp+HIf283biUXaBoAd+aQtzhkEloUjlMQiCIAiCsBUSikSlQWVx2XmrOuVQ0hanRSUnygKx6OAfe2nYkK4nZ0uWRfiKi8DbO5mN8jprYhTl+7Z8rNK4Q+H2pmMUef2Y2c/lB1kii6Jy2Q0xikKRLIoEQRAEQdgICUWi0sC3iKXmFGLsqmOIv5xUsj75AqxYBOQWFpU466Yl3EvPQ/+v92H9ybtm2xbaIRbNlEVRjsEtIgXf7W1RNJUl1JbzL3A9tcKkKBd3yF8mcD01U0rDFCooC9DLD7PMjJG3He9zSQU1QRAEQRBPLiQUiUrJL4duY+v5h/jfj0ft2m++RosGM7ai7Vz7xUEq8dE/53HmbgbeXHvaqu3MJT5R4ty9TKv6EAtLe9uuTA2hpLF3Vrme6qRWQv754Vvt+ILtqZqBgpNiyWVRcmk1hyChjsD1lCyKBEEQBEHYBglFotKg4imXAyYSupSEG8k50DEgRZQUpjTIypfWMrSEkkiDQzcsP29i4WOrQFXClHtoQZnWUZRuq5TAht9WpRLFKJq7MirhOdRaEV/I3w9fHJ5MSLO4DyXsfV0JgiAIgng8IKFIVBr4Bi51Kd3Zzo72i4O8l56HVBOC01pXUMG2Nm534HoKGGM4KYq7lNMKYuFjbzlRXjGKhUU6vLv+LDYXlz3Zck5Y/kRvUeS1V7AoMlE7yyyKtsUXFinEKP5+TN5tedWh21gUd8Vsvwu2Xkb7eTuRnFWg2ObcvQxUnbYRf50w7yJNEARBEMTjAwlFotLAF1bixDYPM/ORr9GioEiLjWcSkZ5rm0VQXRL1xiMtpxDt5+1Es4/j7NKfgBIqtl5f7JWImj+PS0VAaRuaTFmybIpRtLCO4tpjd/Dr4QS8/ssJAMC6E/ck/fBFLH8s608a24qzo5obkwoqQYwjXzS6OJr+qVZKZqPEBxvO4csdV3EtyXTs49fx13A/Ix/f7rqu2Kbf4n0AgMm/W+ciTRAEQRBExYaEIlEp4eu5W49y0PqTHajzwRZ8tuUyxv96AsO+P2xTvw5q+wjFq0nSLKJibBVi1iRQkUMucYpc1lNTGT5t5d/T9zH+lxPILSwyefy2JO9xd3bkPpuyKCZl5gu+i685Y+IENvJ96RgTXIuVB25J2vCHoVIJNT7fSmjOVZYvMM0JxVuPcrjPGXmWuTeXdckZADh8IwU/Hbgl+8Igp6CIEvUQBEEQRClDQpGoNChJuB2XjJlPl++7CQC4kJip0FrUp6g8hj0sivkarVUxctZSkq6Vjk7uuEt6BF/vvIrnvj0gEAITfjuJjWcTMfLHo2bdQ63liyFNuM+WWN0MPN04TPBdx5hgzErjFLue6pcx5PNEl3hLpayn5sbLz3RqrnbiiBVHjG0tFFtlkeVXzAvfHcKMf85j37VHguVZ+RrUn7EV3RbuLvMxEQRBEMSTBAlFotLAT2bD/+zkYB8roNzE31qyC4pQf8ZWDPnukF3GZG+sObySJrNZsO0Kjt9Ow5c7rkrWHbmZatJCaYtwqR3ihSh/dwDWHWejKr4AjJZFsUup1qRQFK6b/Ptp1PlgC24WW/V0AtdTU9lUTZ9fQdZTMweXkJrLfb5igWUbsE/5FWu4ybN63krJFaw7flufoOe2aDlBEARBEPaFhCJRKTh1Jx1n7mZw3/negkruonEXHuLYrVST/QqSkYCZtHLdfJSDi2YslUdvpVpszbLVhbREYlZhY283J2lThfGl5xbis62XcM1CEaKU3dWUMLLV7dBwK5jqW3y3GNp6ujgWf7fM9ZTJnCFDDOOP+/WWbfH9pFSfUbxOjK0W6iBPZ4vaFRaVrevprH/Pc5/Fj6+94oQJgiAIgjANCUXisSevUIsB3+zHOl7WRf5kUmliOebnY3h+6UGTfQum+gzYfSVZsW3nBbvQ+8u9SCuD0hmlxb30fNnlg1tUkSyTWhT1/39v/Tl8E38dvb7YI1jPF8h8oVc7xFN2n6aEkaE8RpFWh4xcjXJDEQZLs1V1FIvbOipYFJX60jFlAWc4F+LVSmUu+NvIoSScO8UEKW4DAElZBej71V6sOnTbZLuyrpCRrzEej/j5JaFIEARBEGUDCUXisSe7QGqRsttUUlAGQYcZ/5yXb8abSSdmyIstu47LBHKWLEtRqt3nLJN1U7wPw15PFNfu4wud7/fcQIMZW3G6uOzGxN9Omh2LJRbFfov3ofGsbbifnme2P8AYc2qN8DGIN6PrqbjeoZLrKVPcz6PsAlx9mGXSaiju15TVcL0oM6tcf3Is2HoZ5+9n4oMN50y2K2OdKLiDxRZFQdww1XgkCIIgiFKDhCLx2CPnWSoslWE7/Gmoqbg4S9xJ76blytcjtPNk9+rDbDwyUffOFErWmk1nEyXLxMLF8FXucOZsuog8jRbT/joLANh87oHZsVhSR/HSA32G1rgLD832BxiPz6SrpugcGMYhjFE0bq90/fQWRfldbD3/EN0X7cGNZGMsnkqlEsYoikS7qXtM6Xwa+lMao6XZTMtakPFjFFWi68H/Zo9MuwRBEARByENCkXjsEU8ki5davP34X08gwYLEGKbmpOYmrJvOJuKpT+Pxf2ukljSlObitc/Mbj3K4GoBWo3Da9l9LkS5UcD01hZzgMApMkfA0ccY1omL0YuGn5M5qODxTQlFyCkQWRSYSgIrJbHj/VeL3Y3cE3/nxjmLjbpGOKQq2QTKuwYBeXI5YcQQDvtkv654q92LgWlIWqk7biE+3XDKOpYwF2cNM44sOB/EYeV+tyV5LEARBEIR1kFAkHnvkJv3WhDFtPJOIsauPy64TJLMxMSf9eqcxc6fcvr+JvwYAyJRJ3KLUbXl41VmzT1uGZ0qgTVt3VvCdX+9PjNjdWBrrJ78dJ4wsNygqxCjyXU+NbZtG+fLGxMwKmSM3jcmUpHUUhcLurxN30ezjONkETPXCvGX7LyjSYc+VZJy+m4E7qdKXIXzx+P6Gs1i84yq6LdTHln676zq3TnzdriVl4apMvU17wU9AJdWJxgWlWWaGIAiCIJ50SCgSjz1yk0W+O6olovGGTEF5QGzVUp6UfrXzGm/f0h0qZV4FlN36jvAEwZ4ryZiz8QIKi3Sl6gZojYVGyQJoavJepJWuMyxZK7KuGTKEWjQWM2MzYLg0pg6TL0S+3H4VG4vdbg1lGnSMCXbI3xd/tzrGYC45q8F11riN8bP4Wnz07wWk5Wow5udjWHf8LracM7oDKx0Ov2aj3D3I38XqQwn4PO6KbD/8dgVFWnRbuAfdF+0R9G9PetUP5T6Lx81/vMQJf0pKVr7G4tqSBEEQBFHZcSzvARBESZHTBCorIxMZgIeZ+fhyx1UMbxONusUWGp1AEFjWl2Eim5GnQVa+BlX83E2ORicSHX8cv4sV+24K2hiKpH+/9ya61gm2bCA2YJ1QlP9uqocbJqyE5vo33VY+XlKMyoIYRb6VbdF2qXASZzPlu54KXisw6yxekjqKCtciLVeDKX+cBgBc/6QPHNQqRWHMF3IlyRbK7z+3wNhnZr4x46yXq/3+nPDLsYjHzf9mT9fTR9kFaDF7O+qEemHLpI5265cgCIIgHldIKBKPPXaZLDLgzbWncOB6Cn49nIBb8/oiK1+DzbwkLpbuxjCRbfzRNgBA3JsdzcQ3Mmw9/wD30/Nw9FYqNp01nehlx6UkywZiA2J3R1NIrXjC/5cUa0SWRLQqtFOb9zzF1/HXTKzViyZFy5/Iumita6RAgMpYX8XkabTwdHFUvDcLeAmYSnJdlI7jZEI699mU1dxaAnn1HcX7VvP2o1TD0hZ2XdaXvhFbeQmCIAjiSYWEIvHYIzeJtbZAhI4xXEzMFCx7ffUJ7Lv2iPtuqSAVG266L9oj35DH2FXyMZJljTVed5Ksp9w5N32etogydCoJGOtqHZpObmPAVNbTfI0W5+9nmN2XWAAaPmp1DKfvGrdnEN4zgZ4ueJStnI1WnCVVKUkOn5yComKhqGRRNF7QU3fTERXgbrZPc/3w98W/b+1Z+oV/3rLyi9B94W50qBWED5+uJ7hf7Ol6akedSxAEQRCVAopRJB575EtOGD9bMpeUa8IXifp+LJ2UWjfjrEiZG62yKIqGXTvEC4D58z2fl03TFBl5GpPr9/Ouj5J1U4yxjqK0wbhfTuC5bw9Klg9sGgEAqBNqOD5hfUTD9ZMKYMvKaCi1t0QEHbqRgql/nMZDhdqdBTzX0+V7b5jtT4njt9O4z+LnwoA519ZrSVmYv+USMnJNX1dAeA/9deIuriZlY8X+m8XrGK+d/Z6dCvQYEgRBEESFgCyKxGOPnNASx4qZgzEmKLNxLUma3MbSOWlhkU5S9sAUlliOygqD+50lrDxwS/DdIKTMCaIHmfKiRow5ofji8sPcZ0stioZrLLd6p4JLr+FeiPB1w6UHWYoxiik5QmshY8J709x11jHIClBT/N+aUybXF5io/Wkr768/J7tcvkyNkR6L9kDHgLtpefhqaFOTbfn3kKlSKD8fvIVv4q9j2fDm6MlLgGMLlEGVIAiCIISQUCQee+QmePG8Sb8lbqjiOfmuy1LRUGihX+aSXdfw3xlpgXolWCVJsmg4heb0TW6h/TNlKiXWEWOso2h532fv6d1JDbGh4vIYBlHjqBY6aDAIs56ai6djYII29rA08+/Z0tZB5lw3DYfDLwki5sD1R9h89oFJqyHf6P1NvL6Ex9hVx3FrXl/rBlxMQZEW6bka3EvL4+2DCWIhCYIgCOJJhIQi8dgjN5/mu+3ZMt/ecVEqFL/dZTrJiYG9V+Vd85SoSBbFkmBMZmPd8VgbTyq/b6b4/blmxmL0hrl/SaxHTBxLWPzFyUEoLPQWQsvvQ1HVDbtT0vP814m7JmtbWppV1ZRFedj3hyXLxILZmmv3yaaL2H05GX+NawcPF/k/d898vR+XHmRhUHPjfaLR6eCidrB4PwRBEARRGSGhSDz2mJs42lJ38OCNFMmy7TLiUQ5zLpNiKovLm+E8l8fRiEWY4euH/erhpTbR3HK1CddTy/fFZAWgOOsnY0zwEsD8fVq690KUv3uJanBO/v20yfWlZYAriVD8bo8+LvOPY3cwsn012TaGLKd/HL/LLSvSMijoSoIgCIJ4YqBkNsRjj7mJIz8RhynKy9HMnin+yxPDUWTlF5VK/6aEiPgWMNwTrar5w9nR+DNnKpmNpegYgzjnj9w1lMQomrnOOlHZDXvTqXaw3QvUR/i6cZ/FMYpf7biKN349YfH9XagQTym2uMs9765OxmucXVCEkwlpwtqPGuvcnYssKE1CEARBEJUdEorEY4+5RJ1/n7pfNgOxkUqiE3H2XgbyRPGHt1OUXRUNWKrZRraTtwgBMqU6ir+KvSG5ZDYA7qTmYtv5ByZFo5uT1P1Qx6RunFrGJPtionGZO06GkglYc3y7+7qiGLOVllX9uM/i418YdwX/nUnEgetS67wcP+y7KbucL7AZY7IlXBx4Ox+89CAGLjmAf3lxwta+jNFYkf23NEjOKijVe4EgCIIgLIGEIvHYYy93PQtDrOxOZYlR/OvEPckE+5NNF+3Wv6nrIz6DBl0gjpvjxyh2mB+PV1cdx9bzD6BEl7rB0n3JWP5ka3mKLI/ms56yUnU9vfkoBxprCmVagCUJnnIKpRZmuXEcvy2f5EaQYVbHoJURcfyzdqG4HuofvMzDcpbUr3ZcxacKpVrK06L46+EEtJyzHV9sv1puYyAIgiAIgIQiUQl43GP8KovrKQCk5RQKvltyae6n55ksRG/AlI6XWl/03yUWxeJe+Kd8/cl7iv1qeYJhZLuq3LZymThVkCazsSZGEaz0rcviUhMlhW+hVDo8OZfb3EIt8jVafLH9Cs4VZ5VVclnm68IiHZMVfXL7FtSkFB23RqvDwrgr+HbXddl92ltQW4pWx/Du+rMAgC93XMWxW6lYtvt6pfqNIAiCIB4fSCgSjz32m0OVj0nxsIlyAY8bsZ/tEnxPz9VI3FHFLNl1HS1mbzfbtymLoliEPcrWC1aJRbH4F48vLLeef6jYb5GOoUGENwCgXrg3ty+xMJGzForLXZjXiQy7rahjaQv2fqnCr9OoE5xTo5VWTnQVaXVYsus6vth+Ff0W7wOg/BwU8ZSi3qIoPQZrj8ucC669YzlN8fm2y3hp+WEUFunw9U5hZuXnlx7E3M2X8JeJlxkEQRAEUVrYJBTT09OxfPlyTJ8+Hamp+j/uJ06cwL179MeMKHsed9fTqX+Yzib5OHPkVir+PmWf3wVTBd35t0ASr/yC+NY4e1dvvbpwP9OifWp1Os6i5ag2ZkyVWBRlYhR1OuvcinU6o9tkaWFvocgvBcPve+yq49znwiIdborKahTpGC5aeKxasUXRQquoqTBDs0KxFC2Ks/69gGHfH0KRVgfGGBbvvIZ91x6hxew4/Hzwluw2N5Kzzfa7ZNc1bD6rj8vcci7R4vNrb1buv4luC3fjfnqe+cZm2H7hIY7eqjwv0giCIB43rBaKZ86cQe3atfHpp59iwYIFSE9PBwCsX78e06dPt/f4CMIs9nLLskeBc0KKvWIwTel4/qXL5LkwisWbYd2y4rIJ5ijSGeMG+eUvJCUbFO4da26plBzz7rclpTTvcSVtpdEyjFghrI9YpGOCBDQAUL/YYitGGqMoZ70FTt1Jx6azxgQ2BUVGS/bVpCxB+zwzWVCtcdFljAn2ZY4V+2/iwPUUHLyRIiilk5lfhAFNIyzuh8/pO+mYv+UyXv/lBI7fTsVrq0+g95d7beqrpEl0Zv57AdeSsrF4Z8liLO+n52H0z8cwaOnBEvVDEARB2I7VQnHy5MkYOXIkrl69CldXV2557969sWfPHrsOjiAswV5z31RRfB1RwVABw3k1EfkoFZMvqUblu02aEoqy4oUxq15ivLPurA0jtI7STOapJDC0Oh3upAqtS1qt1AIbE+olu72GZ/3bd+0RMvNl6pQyYMA3+zHulxPcIr5brNi9OFcmwQ6fIgtO1N20XGw9/wCvrT6OprPirP790Gh1yBW5ZStZfMUu1AZyCopw+k66YN/Xk43WW6UXAwkpuZj+11mJpfevE3fRYvZ2i0sKmeKvEyXzJHjI8wywRoiXhIw8jfz9RRAE8YRidUnho0ePYtmyZZLlERERePBAOXsgQZQWj3sym8qOOMlLSfqpHeIpu054C9jvfijSGi2KjjyhKI5hk5uP61jFs1KXZoZdpedQzmVYy5hE/CidqwKeWJ/420nZNnIvCvJNWA1zCkpuURz90zFcemC0VP5z6h5Gtlcu4QIILc8qqCRjLFBwiVUrFBEdseIIjt9OQ9c6xuy8Tg7GthqtDg5qaYmXjp/FAwCO3EzBjimduOWTf9e7wb/x6wkcnN4Vf524i9N30jHj6fqKY1BC6Vgshf9iJjOvCEFe0uOwJ3mFWnRZsAsujmocmN61VPdFEATxuGC1RdHV1RWZmdLYh8uXLyMoKMgugyIIa6CMgE8OQ1tFyS43ZyGyFY1Wx4lAB7Xx51LiesqYRBAxlG65C1vIKSid8wQoCz25eD+tTie5Zkqxh5bUfpQTdvwkSmKtejfNdPycuRhFxphAJAJATqEWWh1DbmERLtzPlLWw8svHrDtxF9/vFbpA5yskflLSaAbL345LScZx8ESwoXxJQZE+w+yZu+mC7fnWRz4G19zJv5/GTwdvY/tF5YRP1hJ/OQn/nDZf2zZfYzxXfBfd0uLywyyk5BTifkZ+qcaoEgRBPE5YLRSfeeYZzJo1CxqN/odbpVIhISEB06ZNw3PPPWf3ARKEOUgnPhl0rxcMRwe1wLJnwN6F5Ll+LbYoypdsqGhCsTQtnEqH+jBLGntZpGOI52V41emYRe6e1pDLs9b1qh8qWDf+1xPi5gKy8otQddpGDPnOGB+n0zGcu5eB8/czBCLGwPqT99Bw5lbU+3Ar+ny1F9NkXIn59+l/ZxLx25E7gvV8t8eawUbruZxVXsnVl59ExrC/H/bdxBfbr6L/1/tltzFHSrFr69m7GRi87CBOJsi7porH9M6fZwTu24wx/O/Ho5j420nck0l2s/X8A65vfhypLUKxoEhr1UvEAt7+SmoNJQiCqCxYLRQXLFiA5ORkBAcHIy8vD7GxsahZsya8vLwwZ86c0hgjQZikok3GCfvSp2EoNv9fBzSP9gcgH6/FvwXseTtotDquP2GMonAiqdUxyVS+IrqemkviUhKU3FrlahWKz8uXO67avcg9P/7P2vqRhkQsh26kcmLr87jL6Ld4H/p+tQ+fbb0s2eZaUrZgn2uP3ZG0SczIlyzjk55rFERyZUUy8jS49EDv0ZOpUHdyCe98G/o4L8ry6+xg/NPPGEO2yNLMmFD0GX5jR6w4jCM3UzHku0O8MRvjIwtFY1577A56frEHumJLK1+AJYteINxIzsbYVccxcMkBAEKL8MI46fnmk1eoxdt/nsaWc/rwl3yNFl0W7MbAJZYLY/7YrBGm5VVzkyBKg9zCohIntKpopOcW4tCNlEp3XGWF1ULR29sb+/btw7p16zBv3jy88cYb2LRpE3bv3g0PD4/SGCNBmKQ0466I8sfb1Ql1w4wZMdUyv1pKgkwpyY2l6F1PpRZF8f7kXfhYhbN28yf49saaFzbi87d451W71y7kW++sncyfLi6jAhgFyzfxRgG2Yv9Ni/phjGHjmUR0WbALx2+nCZLE/K99VUn7Y7z1t1NyJesbf7QNvb7Yi6HfHRJYwJQwnAOxZc3bzYn7/OHf59Fgxlacv288Zn0mV16NzOJss2nFQtaw7u9T99BkVhy+3H5VsJzPjeQcTFxzEs0/3o6rD41lPsQvWx7wktcUFukECWz2X0tRPMbcwiLU/XALfj92F6+t1pdlufIwC/fS83D6bgZyCoqw5dwDpGSbziq8+tBt7nOSjBVcjg82nEOt9zZjx8WHeJiZL1sSZM2RBFSdtlExvlaOBxn5qDptI15ZeVSxjaa4vEpFRKdjgpIuKdkFWH/yruSFhBzHb6eWWUmU5KwCu5aRYYwJkjBVdAqLdPh0yyXsv6Yvc3Tmbjqaf7wdb/95xuI+UrILsOtyUoW9FwFg4ppTGPLdIcFLNGvQaHU4fCPFbE3oyopNdRQBoEuXLpg6dSrefvttdOvWzZ5jIgirqMg/UETJERsQxWUVAOHLAv7qkt4ahUU6i8pjTF57SlpHsQJaFEsTaw61SMfQqqq/YNs7aVJhZC+KdDrsupyEd/48g7xCLfo2DLN425Jk3Oy0YBfG/3oCNx7l4LlvDyCeF0vIt+qZQ8eYwMp18EaKRZPuz7ZexupDtyUWVR83Yx67VcUC6YvtxnIWjAFpPEthkY6h+6Ldkv7f/UvvXrto+xUAQIGMSy6gd7PN02ix6ZyxfMmaI3eQnluINUcSkJmvweazxmR4+UVa2UnZnivJ+FcU38iv5cltzxvHygO38Nrq4xj3ywmTCY744iTLwsynhnM36qdjeHrxPrSbtxMZucJtpxWfI0viMg20mbsDALCTd7/wycjVoO3cnZwwLi8YY3h68T5JKZaRK4+iy+e7se28/pp+9O8FvLn2NBrM2IqkrHzB9nwy8jR47tuDGLT0oKCdrWy/8BCn76Qrru84Px69v9yLW4/kY3WtZcOpe2j9yQ4sF8Uelyc3krNRddpGjP7pmGTd2qMJ+HbXdby4XF++aMSKI8jTaPHH8bsW9z/yx6MY+eNR/H3K/P1dHvkkbiRnY88VfZjDZ1svCzwgTHExMROjfzqGyw+yMOvfC3jhu0Oo++GW0hxqhcWirKdfffWVxR1OnDjR5sEQhC2UZsp/ovwRJ4mRy76oaFEs4d+lxIx8hHrrywA5OijHKKbLuKoxxpCQWnrip6JhzSRAp2MST4AbColV7MH+aymcVSrY28UqS3NJ4tXEVsFtF4xJYaxxhy3S6XBCVLLiwHVlK5uB/84k4r8ziehQK1Cw3NNF+qdf/Ax9/N8F7nNuoVb2+oifRTlRXTfMm7PaZPPcZf84fhcPMvOx9+oj7L32CBvP8GpganQSN2nGGEasOAIAuPwgC1N7xkj2ZWh3gWcdNbg+H76ZijofbMGteX1lt2se7YftF5Mk41RCLHIMVsjbqTlo5O4ru01SVj7+O50IZ0c1XmoTjW3nH2DHxSTMGlAfLo7yWV01Wh0Ki3R4kJmPGkGeKCjSovGsbQD0ZV8eZRfgj2N38VzzCAR7ucr2kZWvQV6hFsHervgm/hpuPcrBjP714eniCMYYBnyzX38t3u4CZ0fhCwyNVofjt9NQNcADoT7C/i89yMLZe/pz/d+Z++jXKBwAuIn5uF9O4NonfQQi+eud1zDrmQbI12jR9fPdSM0pxMkPu8PVyUHQrtWcHYrXyhKuJWVh9M96cSTXT05BEXePnbqTjqqBeo84fdKnDHw9rCncnS0vDKDVMby5Vp81ePbGixjdobrNYxej0zHuWcvXaHHg+iO0rxmI60k5+PngLfxft1oI83GT3fbzbfqXONsvPkRSVr7gHrmQaEzIpdUxgeu7IWFXak4h2tcU/n4Y+OvEXe76T1p7ymQd2O/2XMeCbVcwq399DFFISlca7OLFwgN6N3yl4+Ez7a+zOH0nHQeuPxKEFGTkauDj7mRiy8qHRU/BokWLBN+Tk5ORm5sLX19fAEB6ejrc3d0RHBxMQpEoc8j1tHIj1oUOMkJRye2xpK6ngNElzlTWU62OSUTpk3ZXWuN6WqRj5RbbdTctD5vOWl7Kae7mi/i/rrXtPg5rjr9Iy+AhEnfBXi4Wb58pepEhJ1L5148BgnNUUKTD043DJdY88ZMoJ6r5rn3ie8RgDeSLRAD4fu8N+IomY3wr4dfx1/BimyiE+bhJYpYLinT4+aDRjVScXTdfo4Wrk1SU3eKJ+vP3M/HL4QQEebng4wEN8NLyw/BydcQPL7fE2XsZqBXiKTmnBkxd1/bzdnLnvk31ALy6Sm8RbBTpgxdby9eIPXE7DS8Uu4z/OqY1TiakC9a3mL0dgD6b7O9j20q2v/QgE72+0Fv89r7dmYuv/eP4XWyd1BGrDt3iXK27fL4L+97pItj+m/hrnLX5+xEt0L1eCLeOb61bfeg2JxQNFOkYGGOoH+7NxckaRPjhm6lcQqP3N5zDgkGNJe7U2QVF3EuNR9kFWHv0Dp5vXgUh3lJBvHzvDVx9mI05AxvA0UEtqN16+EYKqgd54ty9DHSoFQhHBzWuPDSKJIPIKdLquGPtvnAP9k/rItkPAPx5/C6m/nEaP7zcAjGhXrj6MJsTmvbmWlI2nvv2APo1CsOcgQ0xe+MFrD6UAC9XR0QHuOPcvUzkFmrx1dCmstvzn8lz9zLQpY7x3PFf7hlinw08zCzgLMWbJnZAvXBviOF7IejHmoWawfL1cD/ZdAmA3tW9JELxYWY+TtxOw+vFNXM3jG+PJpG+iu3FL2svJpoXinfTcrl7my8SD0zr8sSJRMBC19ObN29y/+bMmYMmTZrg4sWLSE1NRWpqKi5evIhmzZrh448/Lu3xEoSEZbtt8zsnHg/EGR/lXE/5iVD4c9EAD8sn0+bg71cu8Yp4EvyklW3RMf0kfP1JodtSi2g/Sds8jZZ7E13WKNSuV2TT2Qfo+cUeNDYxGbGFIp1OseyFmGV7biD+stAN0RqLJD/mUr+tVMzw37yL1+drtBKRCIiTSDFF11MDfHdZflZXAIjwNVpEvttzQ+Bq6+ygRlaBUJgZSpDsuyq0GOQWauHFi8EUP4ZZ+UW4+ShH4G7IGBPEF34dfw37rj3C+pP30GDGVpy6k469Vx+h9vub8dy3BzB46UGk5si7sOUWanE/PQ/HZOLs+NeM7wInjpPji+TLPEGzdPcNRe+JIzdTodMx/H7sDm7yjs0gEgFgw8l7gm12XU7C2qPGpEt30/LwQJRwiS8Gpvx+CowxTP3jNL7bcx2fbrnErROLRAPJ2QWC++TGoxx0WbALR28az8+fxa6OWSJL7o6LDzHku4M4fz8Db/95Bp9tvYzWn+yQ7OP0nXTM3ngRa4/dwWfb9EKYf55e+O4Qpv91Bv9beRTzNuvHbEiaZKCwSIdU3jURZ+XNKSjCwm2XceDaI0z9Q285HPXTMfT9ah/+t/IolsRf49rKvcT549gdTP3jtOT8AsCiuCuoOm0jxv9yAhdEiad+PngLGXka/HI4AVodw+pDCdy5OndP3/bwTWXvgmRebO6d1Dz8sO8mdx/w44J3XBT+vvx4wBiHLS6rY4D/zOrbyf+m839PCrU6xb+N+RotrjzMEljr76fnYfZ/F5CYkQfGGJ5dcoATiQDwyaaLsn0B+t8bg1AM8dZfE/H55cMYw5ojCXhhmTSWf/RT1RDuK2+1rexYHaP4wQcfYPHixYiJMbp9xMTEYNGiRXj//fftOjiCMAdjDCdEb1iJioW1E3MxW84LrT9yBdwDPI1/mPl/g8SuUiWBv1tLrGdPlkzU033Rbs79yoBGZlIw+qdjds1Oaw1yWXMt4YqobmJJySnQWhXXKc4e+8dxaVZVSyjS6nA1KdtkG7Fl8MB1aRzgwm2XkcUTfv+eSTQbz8mPY/J3dxasE7vDLtttjPMq1Orw4/5bgvWjfjqG6X+dxU886yGgtyC6mIj/TMrKR+cFu9BpwS5O7GXkaQSWA3NcepCFpEz5hDe5hVq0m7cTzy89iC3nEmXbAHp3RwNaHcPk30/hqx1XUaTVCVwAv9phFGrR/u6ybsMGBizZj7f/PIPOC3bJrv887orge75Ghz6ieN0XikvCXE/OlkyqGYCD11Pw5/G7+GTTJS65EWAs7SIuVZSUWYAcnlX31J103HiUg695wqpBhLegDwP/t+YUDt1IxZifjgniNf8+dQ9Vp23kYgGf+caY3XbZ7hvIzNdI+jK4Ff944JZsncyz9zI4EWmAb41ed+Iuvtp5DcOK4/kMGF5o8OP6krIKoNMx9Fi0G1WnbcTCuCt4688z+PP4XfT/eh8AYP6WSxj/6wkkZuThy+JrvPFsIvp8tVew33O8F2pKSX74v6UarU4gRhNSjC8NVuy/iY//u4BJa08hI08jEMOHbgjF5rrjxpcKcqVsAGNcebVia6ohq/PJhDT0W7wXHebvxImENHz493nBdleSjL+lqTmFnJCc+c959Fi0B8v26K/rgeuP0G7eTizfdxPvrz+H+xn5krEcuZmKt/88LXmB8vuxO2gwYyt333Stq7eE/3XyHi7cz8Tfp+5J7tWDN1Iw7a+z3D74L2xebldV9hw8CVgtFBMTE7kainy0Wi0ePrRfUd7KwpIlS1CtWjW4urqiefPm2Lt3r/mNCIt5kmLAHlcstZooIU6jb5gD8n/EDW8LAaOIC7LCNc8S1CoVdyxyGToN+4301791fBI9ovnuXgaKtDqEiwR7eSb5sfW62Lu0CD+uNSZE3l3LFOLYG0s5Jop1tASD5YLPVzuvoXqQ0d1u9+VkixLsGBCLysQM+cmoAbkyK2uOSsXy7ZRcPDSRCIUfa9ns4zgcvJ6CR2YyosqhNF5+bOdrq5Xrdc7eaLSEnLqTgb9O3MPCuCu4mCh8IeHmbHSTPXc/QyKA+ChZdJRIzSmQWLhup+Ti+O1UdP18N/p8JZyvaHVMMXOkIYZWnCwkKSsfOWbuC6fiH3XxywAD90Vj/L81pwDoz6FcgqJGM7fhyE15UaXVMdmY8sSMPPx1QmhxPX8/E7P/u4BDN1Jw1spzu+7EXVwpzvLLF/tJWQVIzy3Ekl3XsfFMItrO3SnZ9nXefcOf4yhlrU7KKkBmvgb7rz1Crfc2o83cHdh9JRmZ+RqBmOfHTE9ac1Jw7cVC8ZHAEmncTqPVITNfg8IiHWeFb1Ndn5jsXnoebqfkYOCSAzh3LxN3UvOwfO8N/HYkQdC3IXHVqTvpaPZxHGq9txmpOYXc8zxv8yVotDoM+94oyvdff4QV++SzTf9+7C6uJgmfG3Hm1qd47qZ9vtqL/1tzCj8fvCVoc07k5bJ7amfcmtcXt+b1RaS/u+y+nwQsj9QtpmvXrhgzZgx++OEHNG/eHCqVCseOHcPYsWMp+6mItWvXYtKkSViyZAnat2+PZcuWoXfv3rhw4QKiosoumNce3EjW1wgr0jEuMJ4fZ6RjTOBW46BSwdFBBRdHdXHhcX28GL8IueEzY/o3lbriD6y4rADjfS4s0sHJQQU3Jwe4OzvCQQ1cfpCNf07fkxsuUYGQKxZeEgwuoHyxwdcdhvurpAJVjFqtF4s6xmSFjiGpktz4nmQy8jSSiV55UlRBsl/xXSsDvZxxuYzes9qzRApfdDWM8Fac6MshdodVqgtpLe+sO2NS+E0QlakY+v0h/DqmtdX7kRPPgN5901r4rqdxF4U3At9yeTIhHUGelr0AKyzSCeLw5HiUU4j7IsFbO8QTz317ULZ9bqEW+65JrcuA3mJ3+k46J/oMPMwskLiUilGyzlqCUlZTuZcIBu4VXyMfNyd0jgnChlP3Za/boKX68/DD/pt4oUWkVePaflH5gZYvp2Rkd3EyoKx8DR5lW5alc93xu4JY39+P3oGXq/IUP170osnUnyv+73e/r/bh8sMsTOleGzoGuDqp0biKL347cgf30/MkIQVyIQaG+2EAzxI8dpUwK2ut9zYLvkf6uQsSeL3Xpy7m8NxO76TmoU6o3jItzjwMALG1gyTLtp5/IEg6JE5i9STGI8phtVBcsWIFXn75ZbRq1QpOTvqTWFRUhJ49e2L58uV2H+DjzMKFCzFq1CiMHj0aAPDFF19g69at+PbbbzF37lxJ+4KCAhQUGH8wMzPtV9+npHy98xr+OkmijLABuws2fYf8OEF+zIPBYmSri6HiflWq4j7lE7EYRmBItsMXiirVk2lhBGybOJcmpkoklCWGCa5KZbpO4OPCzH8vmG9UBthyvxksVNZgmAA7O6olLmwlQeziLHYD5mfONUVabiH6Ld5nss3Vh1kSL4ArD027JZvimW/2o0udYMGy++l5ZjMH3y+OP7OFF2x48WEQ5oGezqjip7cUid1O+TAm9WxRwtlBjUKtDlvPK1+na0lSAf/lkCbYdv4hNp7Vi72ElFz0XWy5B9pH/14QZKz1cnXE+mILadMoX9xJzbVIdEYHuEuyNd9IzuYyrxpiZg1uzNH+Hojw03vRHL+VhlbV/AXb8u+vd/vUwSebLuFacckOPkdvmfZ0yMzXwKM4C+3Pr7RCx9pBaBzpi8HL9GL+Lq+8klypJQ8XR9ya11ew3xvJOWCMceEsfEFsSmQ/aVh9JoKCgrBp0yZcuXIFly5dAmMMdevWRe3a9s8K9zhTWFiI48ePY9q0aYLlPXr0wIEDB2S3mTt3Lj766KOyGJ7VuDipEejpAhdHNbxcHeHm7ABHtYp7e6gutiDqp9H6SbJWpy/arFYVW5VU4D6r1fr/q1T6mDMVitcVf1ap9OsM7R3UKmi0OhQU6ZBXqIWWMWTmaczG2hDlj511IhcryI8TlPtsjVC0ZJKiVoE7GLnm4nqLfMuVk4N9J5OE7ZiawJUHj9u90bKqn9lJnb2oHuRhcdmUke2qYuWBWzbtx1IRwOdCsdioGeTJfbYH4phsJUK9XQXJSMSsN/Fi19PFEdkFRQJRuOTFZhj3i7KrrBL88ieAtPbjDQtqFDIG/HHMGOPXOSZIYvGyJ0ah6CLreSJ3LnYUH9dbPWPAGMN/ZxJxSSZuuV64tyD+VI6rIjH++9i2aFXNH880icDGYiGz7cIDRUtshK+bbNwg/3fkXnoefIvjgJ0d1BbXbW1cxVciFB9lF+J4Qhpqy7jIVwv04JK8ZBUUYf4WfTKhrnWCuXMGAC+1iUJgsTXcUD7FEt7pVQefbrmEh5kFAPTPqcHlvVU1f7zasTq+23MDH/17ASPbVYVKpeJcYiP93eDm5CDI1Htldm+cvpuOId8dQkpOIR5k5nOlRfj38Qd961k8xsqOzZK5du3aJA5N8OjRI2i1WoSEhAiWh4SE4MED+T8E06dPx+TJk7nvmZmZiIy0zt2htJj7bCPMfba8RyFP84/jkKKQgY4of+SSz5Sov2K1xheHWiZ1Q7Vmt5Z4iapUKu4PsWxwv8iSye/TSa0C3aGEHC4OakztUZtLH2+OcB/XcnXl/fS5Rujy+e5y278SbWsE2CwUzRHi7VI8UZXSLNrXrFD8ZlgzjP/VehHGJ9DTWWARGtOxuiAeUgzfQubkoBKEhsjFkorLkVjKi62j0DTKF32/Elovg7xckJxVgIPF7oJero7Q6RhyFJIGvb3OGFP2+eAmaPZxnKRN7RBPRYvnrGfqY8PJe4Lkdo2r+GBa77oY+r3Q6mi4XkFeLhjQNAJf7TQm1onyd0ePesJ5G58XWkYi0NNFscB8gwh5oVg9yAPBXi44dCOVe8HdoVYgVo0Suj0/0yQcf5+6L4hhBfQvKg1/U5pH+3F/gz57vhHeEsXjAfrSM62q6q17Q1pFYu+VR7JeYXVCvQSCt22NAEE9y5rBnriWlI2V+29hbKy0NmTDKj6o4ifNBlo/wkcgFGsEecLfw1nSrnaIJxJSc7nyN1N71MYfx+/idkouAj2dMaZDNUEmX0e1SlAzsk6oUbyev5+JBhE+nFCsH+aDpcObC/bn7KhGy6r+iPB1Q0JqLhJScpFbqEW4jxt3Hva81RlRAU9uTKIYq5PZvPLKKyb/EULEk2S+mVuMi4sLvL29Bf8I8wyyMnaAKFtKz6JoXMa38JmyKA5uUUW2T0uymJqzUBpeVsi1c7TwbS5hf+QmMaWNpW/vAcDJUQ1fN+MEqke9EJPbN5MpN1KWyNUxtRdisSKXRt/DWb4wvSlXMRdHNVaPsj4O0UC0v3KNvEHNIzG8TbTifda/cTj6NgrDutfbIe7Njlj6UjOL9jmoufC3KiZUaM1pXzNAss1f49rJ9nX0PWH+CPGE/f2+deHtqiwUj7zbFXXDhPOR9ePa4ZOBDfFCy0jUC5POVZoWl5MxZJZ1UKvwz4Sn8NnzjQTtnpKpaefv4YxLH/fC7rc6CZYP5v2tb1zFR/AyMNDTBb+MboMfR7Y0jiHKD/UjjGMzJI0yWMSDvFxQPcgT/2tflWtTxc/N5O+1wSr2ylPVZNc3CPcRfP9+RAt89nwjbJrYgdvWEIMoV07G3Vl6H389rCnndgkAnesEoW31AAxuUUWStZbPkeIsqQEeLpjUrTbGxlbH3rc7oypPBNUSWQn519nX3Ynrf+PZRPT/ej/E1AvzhoujA6b2EBqOnm0aIfg+oEmEpFzVmlfbYNubsWgaafxNq+Lnjt1vdcaG8e3x34QOcHRQoz6vhmOAp7PgN6h/Y2NZlpn/nMesfy9wIjrMVznrueF5/WrnVXT9fDem/HEKWh2Dt6sjl5CO0GP17CUtLU3wLykpCTt37sRff/2F9PT0Uhji40lgYCAcHBwk1sOkpCSJlZEoGZO61SrvIRAmSMu1ry3N8CeCHwOoFcQoKiez+b9u8l4QlglF0+sNNcXkJtJODqU3uX5SGGljevKyjpG8Na8vnqpluqAzn9ScQrg4Gf8Uj2xfVRBrJMZWN1WDdaGkBFiYTMUWPESTZK3Mcznj6fro0zAUXrwyEXMGNpBsy0etUll0TbqK4usMFBRp8VbPGNl19cK98fGABhitIBwM1pnm0X6oFeKFXg2EE/vW1eSvSyNR3c66oUIxVifUG292q40hLSMR4OEMVyc1qgZ4YHJ34W9ct7rBnAuigY0TnxJ879MwDD682pNjOhiP5X/tqyLY21VS6zEm1AvDWkfByUENlUolEFsA0LthqOB7eq4GNYI8MahFpODa1QoR1tM04OrkgChRpskRbY37GN+5JkK8jEIgwMMZbs4OgsL3sTFB8HZ1wvH3u+HcRz0l8XN+xeclkHdP861VphjaKgrX5vTG9U/6COoJigV9bO0gDGoRCVcnB0km7uMJUhfuF1sLEx1un9wR/RqFC0rRVPFzx2+vtsH85xvDw8URy0e0QNvq+hcHcvdpoKcLogLcMb13XUT6uwuOl1/zsXEVH0F9UweVSvHlqoG2NfT7falNNLfs0+caomqgBzrH6BPIfDOsGfw8nCXH36T4HueLU0O8Y5NIX668FT8fgZ/oXnZ0UHNzwGO307Bi/018v1efHVVc55GPQSga4sM3FWdirRXiZXcvqMcdq4Xi+vXrBf/+++8/3LhxA0OGDEGbNm1KY4yPJc7OzmjevDni4oTuE3FxcWjXTv6tH2Ebrk7yb5iJigG/XpYt9BW9MZX7EdfJuJ7KWfaUBJtOZ95V1dKYR7WsUCSLYkkZ0TYazaJ8y2x/ni6O2Pt2Z6x73frfa2unGfzfsAAPF5MvFmwt0+HkqBLU4Hu+uekJoBw/vdIKni6O+G2M6b/1BouF+Nk10CBC3lvG2VEtOPY7qXn4fFBjYd+BHljyYnM0r2q0QrzYOtpkNlvDOWtebI0d0ES+OPzngxvLLr+YmIXxnWviwqye+E7kymZ4tr3d5C1yci841r6qP381gjzwJk/Y9axvfIkcIbKG8F8mGO7J/+tWC/Oea4R/JzyF/yZ0gL+HMyZ0qSnYrnqQfuI/pXg/q0a1QpiPm8ASE+rtKhh/dIAHvhnWDJ1jgjCxi/RF7IJBjSWWrw/7CWO6OtYSZplUetFTRySsJvLGr1KpOHfHrnWC4eyoxobx7THv2YboXi9EUCokwFMvIMJ9XRHq7Yoof3fOWhng6QJPF0eJ1dfwDPAtrHyhJB6f2Crt6KCGg1qFl9sZRVK9cG84Fv8N+KBfPcFLH0PiHANfDmkiOR8NInzwJu+FZs1gL8m4xFbLbvVC8NurbXBrXl+M71xT8tIi0NNZ9N0o2IK8XLD37c54qU0Ufn+tLTxdHBFd/Pzq3Urd4SJ6cdWxdhCaRPpicvfa3G+Xr7szbnzSB4ff7YoXWurF7meDGmPtq23Qt5H+d4BfxqphhA+37fjONbjlkX5Sl0++9VYublPpdybcpFCUdy2tGST/4uJJxi5pfdRqNd5880106tQJb7/9tj26rBRMnjwZw4cPR4sWLdC2bVt89913SEhIwGuvvVbeQyOIMqOkWSbFEzC5KbTA9bRYKcrpOgcFsadjjEvEpISlLxnl5viOVlgU+bEohBFnR7VNbo+dYoJsqjno7KhGpL87QryV3ZeUsPaFNF8oOjmoTFoU3RVcL83hqFYLYtP4tS39PZw5F0FTGFLMKwk9A1N7xiC2dhCuJWVzWRz5dKkTwpWXaBrli5PFcWU3H+XAzckBGq3xN+OZJuGY8sdp7rt40mqgeqBwgieXaXjBoMbYdDYRr7SvhprBnjh3L1OQPMbX3Vk2i6lhou3u7ChIjMG3xvjxxEb9cG989nxjxF14KBvX1bp6AP4a1w7VAjzg6+6EWc/UR0yIF/7mxYYFeRqvT//G4ejdIAzfxF9HpL8bJ3gN8CfE4hdpkcXiaFznmhjWOoqzCH81tKleyDiooVarBFY+F0c1+jYK4yb4AHD8/W5oPns7xneuIfuSQaVSoUmkLxefF+DpglZV/Tn3R76L5JH3uqHuh1sw+qlq6NsoHN/EX0dCai4ifN0wuYfQIja9d12M61QTrsVCuUmkL2eJah7th71X9eU6DG6NLo4O2Dk1FjomfUFXj+fC+FpsDe688a1Uhuv76XMN8duRO1j6UnO0mbsDgZ4uaFFVeN4NvNqxBlpW9UfVAA/9/qd0wi9HbkvEsbiebL9G8i8sXnmqKm4+ysbTPDH/y+jW2H05GZ3qBAlqa8pRX/R8ii153m7Gax3o6YJIf3fMHtCQWza9dx0s3X0D7/WpCwD4+4326PWFPgProOZV8H6/egILtAG1WiX4vQz0dBGIUpVKhVvz+iJfoxW41wd4umDpS81QUKTjrIh8WlXzR5+Godh09oGsB5lY3BswLRTl1ylZuJ9k7Jb/9fr16ygqsk8dpMrCCy+8gJSUFMyaNQuJiYlo0KABNm3ahOjoaPMbE0QloaRlKiSby3THLLQoKgkNHWNcjUQl5PqTSyUu3odKpSxQ5XBQq8B07Iktp6GEi6ODTW6XzaL8bBKKBquAJW7DhiySRpS3kRMi/EmTk4NaMXEKALgpeFC80bmmSeu9+Dj4t1ds7SDZLJmDmlfBH8f12Sj5k00XR9MT1T4NwqBWqyTxTwaKeOVlJnaphf+tPMp9b1nNn8uKuOetznB0UAvOmUFUi58PPw9nrBrVCsN/OAIAsi9+qgV6YHxnvcXqjWJL2YmENDy7xJiJ/LvhzTFt3VnMe64h3lt/DvfS8wRuqyqVvj5wQZEOL7Y2/i3ni0Z3ZwfUC/cWCBMxzaKMosPgUmkQPYD+fB9/vxvupuWhcbEw2vZmR6tfXBhi+B3UKonbMP+a8j0hWsi4KQd4uuDWvL4m97VgUCP0/Wof3uurFxj8l3wRvIm5m7ODoK89b3dGQZFWMTZXTpQAegtwu7k7EeDpLGgjF+cHgDuPAAQvY1oWC8Aqfm6oUZxR84WWUZxlzNxxA/p4SAMGN08xITwR5Oqk/DLIy9UJXwxpKtzW2xWDW1qWj6Fvw3C8uVb/csWQCZTPwKZV8HtxltlqgVLLWq8GYQIX6Tqh3vjihSYI9nZBuxqWu9UrIecFJnbJFrNgUGO80r6a4LkxoFKp8N+Ep7D94kOM7lAdDWZsRe0QTzQw8fwpuaXWUBCdTzJWC0V+Vk5AP0FLTEzExo0b8fLLL9ttYJWFcePGYdy4ceU9DIJ4bBFPueUEG39CyEwks5FzCwX04tKclrPUQiner1qlUtyv/H5UUKvk47Ns5auhTTFRVGj8ccPFSS0p0m4JSqdenO1PjMEawZ9kKW3zylPV0DkmiHuDbepekhO7/Bpg5qymgaLJ/vIRLRAT6gUdYyaForjfQp5Y8+YlgunfOJyLq2tZ1R8z+9fH78fuoEd9Y8yZOfFsuN89XRyxYmQLfL/nJqoHeeCXwwkA9IXbDYgtpAsGNcKS+Ot4qU0Ul3mQnzXYMMGWs7p2qBXEifbm0ZaV8WgW5YdVo1qhaoBeIHSKCcahd7sCAH4e1Qr/nr6P12JrCLbZML49dl5KwhhesW6+6LK1fAj/EgV4OsPJQS0Qd3LlCeR4q2cMPtt6GT+/0sqq0IxD07viUXYBqgUqJ+8xRc1gL1ye3Zv7nsVzDRW7P4ox9/JBjmAvV+yYEgtnR7VFv7Herk54tlkEtpx7IHC9tUQE24OmPKH634QOpbYfZ0c1bs3ri+vJ2bKunG1rBGD5iBYoKNKhebRlscsDRMlpyhp3Z0fZFxgGGkT4oEGE3iXXkmtZK8QLDmqVIL8BANQioSjBaqF48qRwsqFWqxEUFITPP/+csp4SBCGhpGHh4km3XH9yMYpyk3Ul66ZOZ8hGbJ1FUW5SL17moFJJBGWLaD8cuy0/mVSrAKYC7FkW3lRQf1kxpkM1LsmALViTSZSP0gTSlEgE5K+tRquTPY7dV5IFSUTM3fOGotwGetQP5VLcm0rKAuiTeCzfZ9y/n4czIv3dkWSiph4AaGWMsZO718bao3cwrnNNvNWrDm6n5KB+uA/qhHnhYUY+nm9eBWq1Cv9rL4x5ElsoTInuLnVC0KVOCBZsvcwtM5Sy8HB2kLjRBXu5Ymb/+oJl/JIKBuEzrXcdHL6RgtEdhK6df7/RHj8fuIXXO9XExN9O4sitVImrppgOong6AzWCPDFJJgFW3TBvSRZQcUbHklKSuObxnWti1FPVrI7fD/VxlXX9sxX+r6ktQtASogOsE7ULBzfBvGd1Jt27SwuD62VZUcNEvF03EyVAngT8PZwR92ZHOKhVeH31Ca5kSkX4W1nRsFooxsfHl8Y4CIKopJTY9VQ07b6TlitpY2l5DFMxiuZeSMtaFGU2klgU1dJlEX5uJoSiCjoVYDpi0jpKsaKBxSgd77Y3OyIpswAv/XDY5PaONh4E/9zXCvbkaphN7FoLX+24qrgd3xpigDF5q464jIO5W97VSSgUfdyc8OP/WkJTpIOPqEQEv37e3GcbCmLhikcFAALBZTjO+uHeOH9fPwG6liQUcn7uzngttgYmdjXG/NQvTpIxrpMwIYoc+6d1waK4K3ilfTW8ve602fb8Z6VHvRCsGNkC9cJ8BOdZrs6aGEOMYo0gT5z6sIfkRUCNIE989EwDAMA3LzbD78fuYJCZzI32gH98ShlSzfF880h8s+u6bMkIa6kISd40cm8nKgDlIRKJioch0dOw1lF4f8M5xNYOooynMlj9tHTp0kW2DEZmZia6dOlijzERBFGZKOHvrvh3O1+m9hR/ms4JRZlfN7ll+m2kglSyrYUWRfHE1UGlkhwDv69ATxfBxEVd7HpqT0oq1m1l3ettuc+XErPwTq86kjberk7wNFEDz4CDWmXT297avOQE297syH1uFOFjsr+0XKlQbFjFR/aaNzWTjVWcOMHDRXq8nWOCOfdOfor8LrySDfVlYm4Ki4qFIk8YLHmxGT4e0AA/vdKKW3YrJVeQHXCUQjkHS4nwdcOCQY1RL9wbL/Fi9Y693022PV/oq1QqdKkTglAfV8HzsmFce7P75Z87c+6GQV4uGN+5JoK97GclM8WPI1vi7V4xEldVS4kKcMfhd7ti+cst7Dyy8mFoK/193Ka6fUqzEERpMKRlJD4f1BjznmtovvETiNVCcdeuXSgslGZHy8/Px969e+0yKIKwlpIUUyYqNsIkIfLwk9kYPsrGKCoIJmZRHUXptnJWLnH4ll74CRfy3/arVOJJtP2FXXkJRX78y/91q4XXO0kn0JZkMnVQq6BSqWyytHSOCcacgQ3w34SnBG+LawZ74rcxbbiyAabY9mZHjI2tjo/610ckr7bbuE41EOjpIrHA8V86nPuoJ+KndhKs58flffuitAA7P/FHX15mRLmMp4Y6fI4Oaiwb3hyLhzZFrRAvDG8TLYhnjPB1w9u9YhDg4Yy3esbYtWTL4BaRWPd6O5z/qKckhtJA/+KSFC1FmSOj/N0R5e+OOqFeioWuDW69U7rXrtClZjrXCca4TjVtys5rINDTpUIfozU836wK/nitLZa/3LK8h0IQijg6qPFc8yoW19B80rDY9fTMmTPc5wsXLggKyWu1WmzZsgUREeUb7Eo8uVhT4JqwLw0jfHD2nnKSEWunTGNjq2PZ7hvc979O3MPCwU1MbiPneirnQqLsegowkaunOO5Kbu5XJFPHwlE0yVOrVRJLJr8vxoTJPdQqVckDO0VUBG8aX4XMhY5qlVmhXpKJt0qlEmSnjHuzIx5lF3KFuSd0rYXP466Y7KN2iBeXxbBlVX980K8eagR5oFNMMN7qGWPSXclTxnrIt4qFyMSE8V8ceLrwS2cIb6QW0X4Cq1rP+sIi53yKdDpEB3jg2Pvd7O5epVarzMYBRgd44Pj73STlbpwc1Ng+ORYqlfwzC+jdhPkussTjgVqtQksTCUgIgqj4WCwUmzRpApVK/1ZXzsXUzc0NixcvtuvgCIKo+MhNhPlkyhTINYUtSQ/kktnIaQslVzUtk5ajcBHF+MhNYg3xX3zEVka1mfIYkmQ9KvsLu/KyKArGoHDuHRxUZq+5rfGJctQK8UKtEuZx4Lttyt0X5k43P2GNXLkLB96bBS9Xo7AyCMwhLSPx96n7+GpoU8m2ShRplV+glBXi8gwGKGaMIAiiYmKxULx58yYYY6hevTqOHDmCoCBjljBnZ2cEBwfDwaH8g6cJgihbxJa4chmDhclslNDpmCRNtpzgswSxRdHwgs3A3Gcb4vx9owVWtvyHnefNSrGZJUEutTigd517lG2sA9i/cTgO30xB7wby1i4HlQp1w7wwuEUVhHq74ptd1yX9lsSiWB6YqscJAB48K6Fc0hF+BtMQL1e83qkGdIxxbp1zn22Ij56pb9VLlYqaWIQgCIKouFgsFA1F4nU6+mNDVG6i/N2RkCrNrEnIY+/C8M6iID9LanrJ11G0fJ+M6TMuJmUZBY5YnFgqPOUEJn+RuMyDtO4iYG/f09KwKPLFXLCXC3fuxNfvyyFNoGPKYs/NyQEqlQrzn28MAPh293VJaRDDtmVpDHuvj7RgtqUUyNRKNOCoVmH/tRTuu5xFcdkeo+u1h4uDJAmQvui7dS9m7f2cEgRBEJUfi4TiP//8g969e8PJyQn//POPybb9+/e3y8AIoryI8HV74oVigwhvnLsndauUw97zzxdbR2PBNmPMWHSAtGCwGPk6ilZYFBmDi5NQwIndRW0VioAwmY3Yuifu9lF2odni1NZS2ga5msGenFAUn3eVSiVJ8GNgx5RYiUuqWqaepeGcnrqTbpfxWkJ4Ceppvd2zDo7fSsO4ztIyE2q1CnkaoxSWE4qvxdbA0t3XAUgt1NYytmN1LNtzA6M6lCzLKUEQBPHkYZFQHDBgAB48eIDg4GAMGDBAsZ1KpYJWa88y0QRhGyWxClYEV8ryxlypCD7v9IrBc98etNu+xcku3u9rgWVH1vXU8n3qGIPYWYLvPglYbs2SWiKFIlOtUgnOr1y39o4jE/cX4u2Ch5kFCq2tJ8rfHQeupxTvy/Lt5Nwu5SyPhvErFXUvDdycbRdo9cK9cWpGD9ljEb+AcJXZT1ULXo5YyoSutdC5TjCXHZUgCIIgLMWiv4Q6nQ7BwcHcZ6V/JBKJioK9J0VKadsrK9ZM9vklEAzw67UZqB5k3oUU0AurcF4myJrB0gLnYuST2VhnUTS3TK1SoWawp6SdGHPJaVQydRXFmEp+Y8DVyXIhI+4v1Nu+deXa1gjAvGcb4q9x7azaTquVnnd7uMmuGqWvH1iSwuWuNiRV4iMWib7u+hcgLUW/TWJXZADo1SAUHs4O6BQTJFlnLZ4ujmhTPYAKSRMEQRBWQ6nGiEqJTI4Ni3GUyfzBz1JImEdcK80aVCoVPny6HgDghRaRFm0jH6NojVCUCkPxxNpBrUIti4Si1JVSaFEEvHgF5u9n5EOMJdbQuDdj8ff49mhlwUsR8bmwJjmMJafRUa3GkFZRaBZl3XWXy3ZpamiGAt5ietUPxY8jjbXanqoZiBMfdBcUnLcWV5mahSXhr9fbYWzH6lg4uDE+fqY+t1xOwPm6O+P4B90Fx0QQBEEQZY1Fs9+vvvrK4g4nTpxo82AIwl6UxH20tDIsjmxXFSsP3CqVvisastYLKy5JrwZhOPJeVwQppNOXdC1bR9Hy/elkymOIa9apLSxbIY1QFMYlqlUqjI2tgW/iryv3YcGOfN2dEOnvbpGoFHdX0rg3MfxnJsDDGXfT8izaLlSmhqCs62nx/19oGYnfjiQI1jWO9MXS4c0BAG/1jEGYjytUKhX8PUoW5+li55IN1YM8Mb04Qc7wtlVRLdATYb7Kll05t1yCIAiCKEssEoqLFi2yqDOVSkVCkagQVA2wzM1RjlbV/LH7SrIdR6NnQNMInEhIw5m7ysXpzfFcsypYd+KuHUdVOsiJF3MlA8QEe1nuHilwPdUZxmBNeQzpy4Uqfm64mGhM6CMuc6GEeL8qGYuit6t88XmujQUaxSCoLDlOccIYc3UJG1Xx4e5TaWoZKfz+Fr3QBFP/OI03ukgTuQCAn7sT0nI1WPtqG9n1abkaxf00ifTFutfbIdLPDT2+2IP0XA0689wzx8skj7EVOc8Ce/JULdvdYgmCIAiiLLBIKN68ebO0x0EQdmVMh+pYGHfFfEOFbT/betnOI9JPuNe82gaXHmTh2SUHrN7+g3718GLrqDIRiiW2qcqIl5K4A5uD37XNyWxE46sX5o24Cw8B6JO/6Pu0RCgKv+tjFHnJa0R9dK0TjB2XkkR9WC5IbRmTOau5tfF5Dry0ptWDPPHXuPaKbQ9M64r7GXmoEWTejVeO5tF699Z/33gK+649wnPNqtjUjznsbHQlCIIgiMeOEv0pZIxx8UAEUVFwcVRbleiDT4SvG5wd1ZjSvbZguT0SQahUgLuzo9VxXAbc7RwzZYrTdzNwcHoXm7eXO1ulOX7+7xCzMZmN+KeMbyUzZCkV9yhXa09aHkIo1OQsjny61gm2aOzW1BYU92fOoiguFWJALvGKXP+mcHN2sFokynUf6e+Ooa2iZOMcraVDsXWvW90QblmghW7PBEEQBFFZsekv7A8//IAGDRrA1dUVrq6uaNCgAZYvX27vsRGEzcgJO37h9q51gjGoudQSYdhsQtda+KBfvVIbnyW4OKo5Sxagdwcsy8SFYT7mM73aQzgAwOeDGqNlVT+826eO+cYyyMcoWpfMRvzSi28lM3Ql1letqvmjVVVhMhnxbuWS2Zhqz2SWyWHIZKoy0bfSPsydG358HP+sNI70kW1/KiHdZH8VncVDm2L+c42w8IXGWD+uHda82ga+7vatZUkQBEEQjxtWp3L84IMPsGjRIkyYMAFt27YFABw8eBBvvvkmbt26hdmzZ9t9kARhDUo2bv7U+IeRLfHl9quSNvZIzW+gW91gbL9odCm0pjYhABx5rxtScwoxYsVhPNu0CuqH+6CwSGd+wzJkzVj5ODNLT+PTjcPxfPMqiK0dhOdkhLsccjUyhUJR/39rXU/F901+obHcT2JxZlK5+0OcHVN8nVUwbVGUG6cl5THUXIyicZmjg1r2HhHvU6M1fR/JFYEHlO9h7WPuWeLr7ozBLfUZdpvaaPEnCIIgiMqG1ULx22+/xffff4+hQ4dyy/r3749GjRphwoQJJBSJxxr+fLqkbtVLXmyO2u9vNvZnZSZWB7UK1QI9sPdtowtoRSuFppSURW6YcqdzfOcaqBPqbdU+nRykvfOT2WhtKI/BGJMk29l99ZG0oYz1T5wdU60CutQJxs7iuEO1KAmOeFjieEHGmFVj57d0NiEUO9QKxN7iY9p3TebYeHjyynfwk9koDauUEgUTBEEQBFGOWO16qtVq0aJFC8ny5s2bo6ioyC6DIogSYaEekxNu/Al6bG19NkUPkcUoTCalP6B3XzPg6qSGs6Ma855tyC2zNpmL3Ny7os3HlQSCnNAxd74tRVy2Qt+3kU83XwIAbDn/wOI+9a6nwmUyelRaj1ClkghFcUwirIxRtNT1VA5HuUFDv3/+/WnuHYiXi1Eo8u9bpevVpnqA5YMkCIIgCOKxwGqh+NJLL+Hbb7+VLP/uu+/w4osv2mVQBFFe8KfBtUK8ED+1Ew6921XQJibUS3Zbfgzk8fe76/srgYVSblJubVKdCF/zcYYlQVHoySyWO3x7CV/+uc0usP6FlVYntSjKZQYVL2oQ4Y0qfu6iNipR3KA4RlHqmrpqlLEw/P5rj6yzhvI+y4loQH/f8GPufN1Nl+ew1pZeO0T+mbAFpbhXgiAIgiDKlhIlsxk9ejRGjx6NBg0a4Pvvv4darcbkyZO5fwRRHljq4mmJbqsW6AEvVyeBoOnKy4zIhz+35zJS8rY0t7uudYIFFkg5rWCtsFKyMNnKd8WFzQ0oCRpZ11OZZSEK1llTyInlkobI6RiTDFBWqPOOzMfNCSqVCq92rC5uJBCUKlFfYrGpdws11gLUaJlFdRSNYzd+Vk4uJPyuMRPryo9hrB2iz1CqUgEvtYkGALSpLkzgY67chjWMbF/Vbn0RBEEQBGE7Vsconjt3Ds2aNQMAXL9+HQAQFBSEoKAgnDt3jmtnj3ICBGELlooGuWaW3LbDWkXhgw3nJMv5YoD7aIVF8YeRLXHlYZbJsVj7WJkrg2AtbWsIXQyVY9Ys26+5wvOWUtJUKjI6Ud6iyNNhkf56a62Xq/BnVM6CyD8dalG/cpfI2vhKA3Lxm/z+DImAwnzdcC0pW7HPHbwkTP0bh6N2iBcaRPgg3NcNtUM6IirAHTHvb+Ha2FMoyr8gob8nBEEQBFHWWC0U4+PjS2McBFHqiIUAPw7LgCUvOCyZFBsmtsL4Nesmu3KTY5VKhQhfN9xLz7OoD0drTFMyjHqqGn7Yd1Owfz5i0WNsJ13GGJPNWGotcrsUu41ai04mmY3cdRa7lAJSMS62IOpjFpVdT0/eSZfsx9bsu44KFkXDsWyfHIu8Qi3+t/KIyX7UImHbo34o972WjJupPV9I2DPzMEEQBEEQtkPBIESlQ0kyiC16L7WJRmztILzTy1i7b0KXmlbvb8bT9bB8hDDBk2Gu27lOsAUjk0dp7r37rU4W91FS11N+HUdAKnWVxiin2xiA7vXk3XatwUNG4Jfc9VTah7zrqXS9RDyrVIKGKpVKlMxG2GekKMZRro0p+ONWjlHU/9/ZUQ0fdyc0jvQVrP99bFuse70d950vOC2x5tkzrpBkIkEQBEFUDKz+656fn4/PPvsMffr0QYsWLdCsWTPBP4KoqIi1hJuzA356pRVeahPFLWspKp6uRPuaehdML1dH/K99NXSrFyKYsBtEhFMJLHpK1k0lq5FsWwsVB18sC8YAGRFkYr2BY7fTpAvtVGqPH8dpoMQWRZlkNvxz1yBCX8LDVKyhAbEFUWphFG7o7SYVvtYls7Hc9dQ4JuH3VtX80Tzaj/velpfFVGkov4xuDQD4qH99RcuyLZBFkSAIgiAqBla7nr7yyiuIi4vD888/j1atWlEsIlHhUIoFrB7ogdspUrdHfmtLb+cvXmiK344k4IXiIt36fow9cSGKZvqr4ueGEG9XvNe3rmSdPZ4sS5/PCD/57KjizcXflfRBkUxBd3uVZK8e5GmnnozomDQFEl/8dKmjt4Tyj5fvmhrm44rEjHwA+nPOPy0qldhlVbQf0Un1cnUULHN3dkBuoVZ57LxTrSSyTIkvTxkLbSgvyZDSlu1rBuLWvL6K/doK1WQkCIIgiIqB1UJx48aN2LRpE9q3b18a4yGIUuPT5xph3pZLGF6cudEAX1cqWcjCfd1wITGT+x7k5YKJXWsp7stSwdm4ii++edFoiRcLjJJS2u9xKsqLIsM15CcDsga966myRdGASsEyKLUgQrDOVB1F+TIoxs9R/u649ED5uC7zjpkvXtUqY0ZUU+Lrz9fbcp+XvtQM284/xKinquGzrZcVx1eayN1TFeQ2IwiCIIgnCquFYkREBLy87FcziyDsjZLlKtjbFQsHN5Es5wsCZ0d5t85PBjaAo1qF4W2jZdeLsVVA1QjyRItoP/h7ONtFhJW0h5ScQmF/FloUyxqD22iPRXts3l5siOaLLoOIFJRA4QtF3m0jrqOoUgFaXueJGXmCGEHJOWRCcdauRqBJoZjKu0ZiQarjxi1yPeV9rRPqzX3u1SAMvRqECdoqPROlhZwwLWkMKkEQBEEQ1mP1DODzzz/HO++8g9u3b5fGeAiixFg7qfRwccTk7rUxsWst+Hs4y7YJ9nbF0uHN0b5moFV9m9N6YodHtVqFP19vh+9EyXFKGyV33W93XRd8NxezyLVTyHpaWsh1/Wa32lZsbzpGMf6yvlyEWkEc8s+L3tWUt050MnSisYrXM3HfVohxJSunmGZRforrxFRRcEsuLSrKyweCIAiCeNKx2qLYokUL5Ofno3r16nB3d4eTk7AOWmpqqt0GRxAlYc7ABnhvvbTeoRym3EgtRbacBfhWKek2pW0psbdrqNSiqCAUZc5FaR6qXDKbqoHSbKJiGkf64vSddGh1wvH5ezgLYhQz8jQA5LOe6j9D8FkgHAFB5+IzIzEoMiZxZbUUwfjUABRCG/s0DMUXLzRBwyo+in0tfakZzt/PRBdB5t7Sxx71QwmCIAiCKDlWC8WhQ4fi3r17+OSTTxASElJhYpQIQsyLraMtFor2oE6oF1pV80eINy8RSCV7PCQiR8EnQd6iaPfhmOzbXGyds6Mabk76AxC7nqpVKoFF0ZAwRq2Wt9iJs5qKhWOexqjYJBlCxeJbrRL0l5VfxH0e3iYaKTkFGNG2quwxqQT7VT5+lUqFAU0jFNcD8m6oZYHc3xRyPSUIgiCIssdqoXjgwAEcPHgQjRs3Lo3xEESpMOuZ+qW+D7Vahd/HthUsM6cTS92iaO/+LEjEom9XNuMxIM1ZKowxVMLQRmyRbFcjwGySGX7/QldTqevp5nMPjNsVr/Rxc0JGngbd6wprS0b4ugmE5tpjd7jPwV4u+HhAA8Xj4VsyTWVKrcjInfcHmfnlMBKCIAiCeLKxOkaxTp06yMvLK42xEESpUV6GPb6wktOEj5vF0ZzbpAFZN9tSdD4Vx/1ZBC9pjJbXwainquHjAQ3weqcaxqaGpDC8I1bKZKqCStEtFQBiQvXJwHZOicWvY1qjV4NQAMCaV9vgqZqB+ObFZlYL8MpEuK+r+UYEQRAEQZQ6VlsU582bhylTpmDOnDlo2LChJEbR29tbYUuCKEfKaYZtbq+lX76idPtTEjRlHY8pF6NoSVIUg5Av4gnFCV1qwsfNCT5uxt82Q+ZPJXEoFoYCi6LoLoj018dOBni6oJ2nC7e8TfUAtCkudG+rS39lEJI96oWiT8NQxNYOQoCHC0b/fAz/TXiqvIdFEARBEE8cVgvFXr16AQC6du0qWM4Yg0qlglb7eLo7EURpoBQz1qVOMHZeSsLIdtVKd/92tqWaKrNgbnnpCkXZUZjdziD8NFpj1Xo5l9XaIV7F7ZXiEiFYLi6PYS1KIteacxjh64Z76Y+f94ebswOWvNic+35rXt9yHA1BEARBPLlYLRTj4+MV1508ebJEgyGI0qIiGFr4AmT5iBZIySlEkJeLiS3sQCkfuJxFsXaIJ7xcrf5pKRG2lN5gMGYX1RSZFooGi6NSjKJYNPJ7sE0oKlhqzWwnjpUkCIIgCIKwFatnc7GxsYLvGRkZ+OWXX7B8+XKcPn0akyZNstfYCOKxR2BZ4i1Xq1WlLxJR+gJZzvK1elRr/HH8binvWYic66klQkkt43rKF4A1gjxwPTkHTzcOK+5TwYooqHsojlG0/iooJeJpXc1fsiy2dhB2X0mWLLdlvwRBEARBEAZsfu2/c+dOrFixAn/99Reio6Px3HPP4YcffrDn2AiiUlEeE3dLd2mrW6hY0AxvE41gb/lkJLZY/SxFp5Mus+TQDcMv4FkUHXmqb/349riUmIWWVf0E7QFli6JOx0ps2eNvE+Hrhj9fb4tbj3LRujiGkU+dMC8FoWj9fgmCIAiCIAxYJRTv3r2LlStXYsWKFcjJycHgwYOh0Wiwbt061KtXr7TGSBCVgrKwIIqxd4yipH8rVFBpVgKRsyhagkHgfbb1Mm+Zcb23qxNa8ax4wqynwtqJBtYeu4OnagbKtrN2XADw4dP1EObjhjAfN9m2YzvWwMYziXimSThO3Ukv0X4JgiAIgiAMWFweo0+fPqhXrx4uXLiAxYsX4/79+1i8eHFpjo0gKgVrXm2DH15ugVAf+6X9f7dPHbv1ZU9MaZPSTGYj17clIlYt8wtoajvlrKfG5QkpuWb3a3ZcvP6Czbxg8Pdwxt63O+OtnnWE54F0IkEQBEEQJcBiobht2zaMHj0aH330Efr27QsHB4fSHBdB2JXyNK60qR6ArqKi6iXl1Y41zDeC/HF3qRNs8X7GdLAtK2tZn2+5Go3mhsCY9VY3tVpeHIqT2fC/O6hV6NcozLr9iLY3h0HclqYYJwiCIAjiycJiobh3715kZWWhRYsWaN26Nb7++mskJ0vjYgiCqDjI6aDBLapYvL2Tg8U/EQJk6yiClZqAlCuPYU0yG1twUBCNKlEdRQeVCi6O1r1YUwmslTbWVLRpK4IgCIIgCD0WzwLbtm2L77//HomJiRg7dizWrFmDiIgI6HQ6xMXFISsrqzTHSRCEDcjFKFpjdbJWo5hqXrp1FKWdy9dWBLxc9KHZDav4WL0fpbhEsbATWBttyCrD1+fWCEW+ZZWMiwRBEARBlASrzQXu7u545ZVXsG/fPpw9exZTpkzBvHnzEBwcjP79+5fGGAmCsCM+bk6SZXKum4B9k+GUhnBxLlZUciLU00U+V9f68e0wvE00lrzYDAeuP7Jqf8Ksp0rLheUxHEqYzEYujtIiSCkSBEEQBFECbJ2CAABiYmIwf/583L17F7/99pu9xkQQdudJzQDJP2xnBzVGP1UNbWsEYO2rbVAjyENxO0MCFVtPW2mWwgCAZcObo3m0Hz4b1AiA3qIo3mfbGtJSEgBQM9gLHw9ogDAfN+QVaq3ar6B2ooJ7qKNaJTCtWhJjKN2PbUKTYhQJgiAIgrAXJRKKBhwcHDBgwAD8888/9uiOIErEE6oJzfJ8iyp4v189qFQqtK4egB1TOim2ndozxqZ9GASONWUzbKFn/VCse70dovzdAeiFopbna/rzK60s6sfRyhhMJXHI/9y6WoDIIqiy+p4UxjzaVoKENCNBEARBECXBLkKRICoSTjK+ek+qdrRUZIgtUYatbBV8L7aOQpioHEhpWLsMgkynA4p4QrFJlK9F21ubrEcpyQz/NI3vXFNwvznYcAqtzXpq4FFWAfe5tK26BEEQBEFUbkgoEpUOR1tm5k8AZakbfN2dcWBaF/EI7L4fg6BijAkS2ljqrimXBMcUAgGokHDGzdlBYlEc0TYaANCxdpBF+xHEPFoh1m88yuE+k0wkCIIgCKIkyGd7IIjHGEcZC8yT6o5q62FzlrMSqEuxNbI0hKphFzoGgeuppVa41JxCq/ZnqnYif9/i8hiNqvjixAfd4SuTSEgOlULfBEEQBEEQZcVjY1GcM2cO2rVrB3d3d/j6+sq2SUhIwNNPPw0PDw8EBgZi4sSJKCwUTgTPnj2L2NhYuLm5ISIiArNmzZK4aO3evRvNmzeHq6srqlevjqVLl0r2tW7dOtSrVw8uLi6oV68e1q9fL2mzZMkSVKtWDa6urmjevDn27t1r+wkgzDKuk74I/UfP1C/nkVQchALGsnaWrbCe0rBwca6nohhFWxLIWLQ/tUr+syj5jErGddTfw9niUhn88dt6LOR5ShAEQRBESXhshGJhYSEGDRqE119/XXa9VqtF3759kZOTg3379mHNmjVYt24dpkyZwrXJzMxE9+7dER4ejqNHj2Lx4sVYsGABFi5cyLW5efMm+vTpgw4dOuDkyZN49913MXHiRKxbt45rc/DgQbzwwgsYPnw4Tp8+jeHDh2Pw4ME4fPgw12bt2rWYNGkS3nvvPZw8efL/27vz6Ciq/P//r87WCYEEkkhCgISAQogoS1AkggGVAKOOC2qEkQEXHL7iD5IgI7gMiCOgIjI6CqggjsvAmUE8DiokiAIqw44fEARZg5LIgKxGliT390dMkcq+dNNpeD7O6XPo6nfdulXXiv3ue+te9ezZU/3791d2drYbrg4kaUzfdtrwVB/d3rnsgvKuXObBmzhUdF1ahgVp5A2X1Wi/Wh2vih1LJi9JFcxKWhPFj6OWSRTd1A1XslR77+K5f/v62v9rq806ihX1XFaleLZaqeIlTwAAAKrDa4aePv3005KkuXPnlvt5Zmamtm7dqv379ys6OlqS9OKLL2ro0KF69tlnFRISovfee0+nTp3S3Llz5XQ61aFDB+3YsUPTpk1TRkaGHA6HZs6cqZiYGE2fPl2S1L59e61bt05Tp07VgAEDJEnTp09Xnz59NG7cOEnSuHHjtHz5ck2fPt1aJmTatGl64IEH9OCDD1r7LFmyRDNmzNDkyZPLPYfTp0/r9Olzk1EcP368bhftIuNwOBQWHODpatQ7I3pfqhG9Lz0vx+oS06TCz0r33M8anFjn4xWnZIdOnrElitVNznwcRcNWq328CpatOHD0lG27p9ZRvDEhUu+vLvoxih5FAABQF17To1iVVatWqUOHDlaSKEl9+/bV6dOntX79eismOTlZTqfTFnPgwAHt3bvXiklJSbGV3bdvX61bt05nz56tNObrr7+WVNT7uX79+jIxKSkpVkx5Jk+erNDQUOvVsmXLGl4FwK66s5ZW1OPq9Kven4hlo5M1PbWTbr6yWYUxRvbhp40Cq/e8XmWO/XrW+vfB32b8rMlQzdKzng7qFlNp/KmzJdZdLHFtt+ac+1HHx8fes5pz7Ndq1+dc2ef+WZMeRf8S5x4c4DW/AwIAgHrogkkUc3NzFRkZadvWpEkTBQQEKDc3t8KY4vdVxeTn5+vQoUOVxhSXcejQIRUUFFQaU55x48bp2LFj1mv//v3VOndUw8U58lS1fVSvODcJDvCtVnzrSxrqts7NK01MjZGC/KtXXnWVPFzxDKY1SRRLV7ehs/Lk6mCJ5Scq4uNw2K770m0Hq10fq16qXY9kyXUhp6V2VOtLgjXjD11qfHwAAACPJooTJkyQ47eJHyp6rVu3rtrllfcl1RhTagbB0jMxmjLbaxtTelt1YkpyOp0KCQmxveAaF2meqOqe+fmaWXPYda3VOaaxxt+S4PKyi4da1iSxCmtgH6pcVe9dRR+XTDAjGjprvf5keWrSo1hyaZjLo0O1bHQv9b+i4l5eAACAinh0bNIjjzyie+65p9KYVq1aVausqKgo22QyknTkyBGdPXvW6tmLiooq06N38GDRr/1Vxfj5+Sk8PLzSmOIyIiIi5OvrW2kMzi9XfnH3JnXtUXQlY4xCg/y18OFrXV+4zg1rrUmP4ptDrtLvXj43G3FlM8NKpZK2Eg8Blj6iK69fTZ5R9K9JMAAAQCU8+q0iIiJC8fHxlb4CAwOrVVb37t21ZcsW5eTkWNsyMzPldDqVmJhoxaxYscK2ZEZmZqaio6OthLR79+7KysqylZ2ZmamuXbvK39+/0pikpCRJUkBAgBITE8vEZGVlWTE4PyIaFvUYXXtp3WfY9Ea1TVjcMUusO+ZWKVnLgsJCSTVLjhOiQ9Q2sqH1vqreSNszipXWq27Xr+SMpbXtUQQAAKgLr/n5OTs7W5s2bVJ2drYKCgq0adMmbdq0SSdPnpRUNFFMQkKCBg8erI0bN+qzzz7To48+qmHDhllDOAcNGiSn06mhQ4dqy5YtWrhwoSZNmmTNeCpJw4cP1759+5SRkaFt27Zpzpw5mj17th599FGrLqNGjVJmZqaee+45fffdd3ruuee0dOlSpaWlWTEZGRl68803NWfOHG3btk3p6enKzs7W8OHDz99Fg7587HqtfeJGNQsN8nRVPKK6SUZls5W6jBsyxZKnd7ag6AB+VXULlmKfYbTy6/XWV3srqEjpMmtUhUrVpIe0VXiw6w4MAAAual4zLd5f/vIXvf3229b7zp07S5I+//xz9erVS76+vvr444/18MMP69prr1VQUJAGDRqkqVOnWvuEhoYqKytLI0aMUNeuXdWkSRNlZGQoIyPDiomLi9Mnn3yi9PR0vfrqq4qOjtbLL79sLY0hSUlJSZo3b56efPJJPfXUU2rTpo3mz5+vbt26WTGpqak6fPiwJk6cqJycHHXo0EGffPKJYmNj3XmZUEqgv68CXTyBijepKk9c9+SNOpp3Ri3DGri9Lu7oUXT6nWvbwt/WuahJD1xpNXm+sbLzqfPQ0xKF16Ss33eM1u5Dv6hr7HlI/AEAwAXNaxLFuXPnVriGYrGYmBgtWrSo0pgrrrhCK1asqDQmOTlZGzZsqDTmzjvv1J133llpzMMPP6yHH3640hjAnap6NjOioVMRDZ0Vft7AhUsslF5H0RUujz434VN+YfGspzUrw1GDHkXbfpV8VpdkVbInoTVJXn18HMro07ZOxwYAAJC8aOgpgJqrbbpSnJvc2jm6ypjql+n65+dKlvm/35au+Ol41UtY2Moo8e+aDPM8X+vZ16ROAAAArkKiCFzA6tqz5fTz1cCrW7qkLn0S3Dvj75TF39Vqv5KXqKreu04tG1v/LnltS+9V1+te0sU6Yy8AAPAsEkXgAhDg66PnB1xZZrtrcgzXJCrP3NbBJeVUpLhHsaZqMpnN3V3PJc2V9fSVvO43sY4hAADwQl7zjCKAim17pl9R4uKQTpzK14lTZ/WPVfv0aEo7lx+rc0xjbcw+qluurHhYamlXtgi1LUrvSg5H0ZKG/S6P0uJvc6veoZz9i1W1uoTT79xva5UliiWTzz90i6lxndzxPCcAAEBNkCgCF4DipKVkj9fI6y+r0eQsFSndKzlnyFVauu0n9a9BT9l3uSfqXI+KOFT0vGDHlo21+Ntc2/DQ6tjx07m6VXW9brqymUb/65ui2Eq6a20fMXIUAAB4IYaeAheouiSJlT0X1yQ4QHd1bVmjHsKhSa1qXZeqFNe18LdeuNAg/xrtf+psofXvTzbnVBpbcqmVkrOrlr5etplUazH+lw5FAADgaSSKANwu0M99f2qK07Di4Zp1eS7zm/3Hqh1bWQJYMkenQxEAAHgjEkUAZbh65OT5mLmzuBfufCVmJZ9RLH16DpX8jFQRAAB4HxJFAGWUzG1cMQrSnWsBFte14LdMsS5LU9Rk1+r2KNbm1H/OO1PznQAAAFyIRBGA29wQ31SSdGdiC7cdo7j3rrC4R7EOOWnbyEYuqJG9DrWpzwcbfnRJPQAAAGqLWU8BL9U1tonW7Tuiq1o18XRVKvTmkK46dbZQQQG+VQfX1m+J2LklJWqfKY668bJqx1a2hEV+4bnPCpmYBgAAeCF6FAEvNWtwop68qb1m3pvo6apUyOFwuDdJ1Lm0sNAFk9nUdq3H0oc88su5oaM5x07VuLz/16tNreoBAADgKvQoAl4qvKFTD/Zs7ZayHV44V6crJrOp7b6VLY9RWIsuxaaNnLWsCQAAgGvQowjAqxXnZK54RrEmLm8e6rayr2kd7rayAQAAqoMeRQBleNOKDucms6n7rKfV6fvLSr9Ouw/9oqtahVWrzJZhDWpcj/bNQrTo/+uhqNDAGu8LAADgCiSKALya1aNYWPdnFKvjsshGuqzU7KgFlQwvTYyt3WRDHdzYYwkAAFAVhp4C8Gp5ZwoklRh6WoenFGu7Z2ElM6ACAAB4IxJFABeEr3YeKvqHB4bN1mbCGgAAgPqMRBFApaK95Dm57T+dkOSRPFEF9CgCAIALDM8oAiijZLJ1f4847T70i/p3aOax+tREXSazqe2uV7UK08rvDyk8OECSdOjk6VrXAQAAoD4gUQRQqQYBfpp2dydPV6NKLZoE6Ycjv9ZxMpva7fxSaifN/Wqv7u7aUpL01ld761IJAAAAj2PoKYALQutLGkqq29DT2iaZEQ2derRvO8WEFy2F0TmmcR1qAQAA4HkkigC8WkKzEEkll8fw/CKQxT2LAAAA3opEEYBX8/ntr1jxWoY1TRNfGdjZtRWS1LxxkMvLBAAAOJ94RhGAVyuevMaaebSGmWL/DlHWv13VF9nzsgil3XiZ4qMauahEAACA84tEEYBXsxLF33oUazrracmhqq4atupwOJR2Y1uXlAUAAOAJDD0FUEY9eMyv2nx+q2t+LYeeetGpAgAAnDckigC8WnEP4rnJbGq2f8l4kkYAAIAiJIoAvFrpoaeOGqZ79WGWVAAAgPqGRBGAJCnI39fTVaiV4jyv0NSuRxEAAABlkSgCkCQtGtnD01WolTI9inVIFEkyAQAAipAoApAktbmkoaerUCu+PvblMeoylPSSRk6X1AkAAMDbsTwGgHJ4T9dacV5YUMtZTyXp/WHddPzXfDULDXJdxQAAALwYiSIAr1Y89DS/oPZDT5PaRLiySgAAAF6PoacAyogM8Z4hmD6lJ7Pxot5QAACA+ooeRQCWt4Zepb2Hf1HnmCaerkq1uXIyGwAAABQhUQRg6R3f1NNVqLHiyWsOnjgtSdp7OM+T1QEAALggMPQUgFfzLfVXbMWO/3mmIgAAABcQEkUAXs2HsaYAAAAuR6IIwKuRKAIAALgeiSIAr0aeCAAA4HokigC8Gj2KAAAArkeiCMCrnTyd7+kqAAAAXHBIFAF4tWXfHfR0FQAAAC44JIoAAAAAABsSRQAAAACADYkiAAAAAMCGRBEAAAAAYEOiCAAAAACw8YpEce/evXrggQcUFxenoKAgtWnTRuPHj9eZM2dscdnZ2brlllsUHBysiIgIjRw5skzM5s2blZycrKCgIDVv3lwTJ06UMcYWs3z5ciUmJiowMFCtW7fWzJkzy9RpwYIFSkhIkNPpVEJCghYuXFgm5rXXXlNcXJwCAwOVmJiolStXuuBqAAAAAIB7eUWi+N1336mwsFCzZs3St99+q5deekkzZ87U448/bsUUFBTopptu0i+//KIvv/xS8+bN04IFCzR69Ggr5vjx4+rTp4+io6O1du1avfLKK5o6daqmTZtmxezZs0e/+93v1LNnT23cuFGPP/64Ro4cqQULFlgxq1atUmpqqgYPHqxvvvlGgwcP1t13363Vq1dbMfPnz1daWpqeeOIJbdy4UT179lT//v2VnZ3t5qsFAAAAAHXjMKW707zECy+8oBkzZmj37t2SpE8//VQ333yz9u/fr+joaEnSvHnzNHToUB08eFAhISGaMWOGxo0bp59++klOp1OSNGXKFL3yyiv64Ycf5HA49Nhjj+mjjz7Stm3brGMNHz5c33zzjVatWiVJSk1N1fHjx/Xpp59aMf369VOTJk30z3/+U5LUrVs3denSRTNmzLBi2rdvr9tuu02TJ0+u1jkeP35coaGhOnbsmEJCQupwtYALV6uxH9veX9q0oZZmJHuoNgAAAO5xvnMDr+hRLM+xY8cUFhZmvV+1apU6dOhgJYmS1LdvX50+fVrr16+3YpKTk60ksTjmwIED2rt3rxWTkpJiO1bfvn21bt06nT17ttKYr7/+WpJ05swZrV+/vkxMSkqKFVOe06dP6/jx47YXgMrFRzWyvXf6ee2fNQAAgHrDK79R7dq1S6+88oqGDx9ubcvNzVVkZKQtrkmTJgoICFBubm6FMcXvq4rJz8/XoUOHKo0pLuPQoUMqKCioNKY8kydPVmhoqPVq2bJl5RcCgJqFBtrekygCAADUnUe/UU2YMEEOh6PS17p162z7HDhwQP369dNdd92lBx980PaZw+EocwxjjG176ZjikbeuiCm9rToxJY0bN07Hjh2zXvv3768wFkARn1L3lNPP10M1AQAAuHD4efLgjzzyiO65555KY1q1amX9+8CBA+rdu7e6d++u119/3RYXFRVlm0xGko4cOaKzZ89aPXtRUVFlevQOHjwoSVXG+Pn5KTw8vNKY4jIiIiLk6+tbaUx5nE6nbVgsgKr5+JRKFP3pUQQAAKgrj36jioiIUHx8fKWvwMCiYWU//vijevXqpS5duuitt96Sj4+96t27d9eWLVuUk5NjbcvMzJTT6VRiYqIVs2LFCtuSGZmZmYqOjrYS0u7duysrK8tWdmZmprp27Sp/f/9KY5KSkiRJAQEBSkxMLBOTlZVlxQBwjVJ5ogJ8SRQBAADqyiu+UR04cEC9evVSy5YtNXXqVP3vf/9Tbm6urccuJSVFCQkJGjx4sDZu3KjPPvtMjz76qIYNG2bNCjRo0CA5nU4NHTpUW7Zs0cKFCzVp0iRlZGRYQ0KHDx+uffv2KSMjQ9u2bdOcOXM0e/ZsPfroo9axRo0apczMTD333HP67rvv9Nxzz2np0qVKS0uzYjIyMvTmm29qzpw52rZtm9LT05WdnW17rhJA3ZUZeurP0FMAAIC68ujQ0+rKzMzUzp07tXPnTrVo0cL2WfHzg76+vvr444/18MMP69prr1VQUJAGDRqkqVOnWrGhoaHKysrSiBEj1LVrVzVp0kQZGRnKyMiwYuLi4vTJJ58oPT1dr776qqKjo/Xyyy9rwIABVkxSUpLmzZunJ598Uk899ZTatGmj+fPnq1u3blZMamqqDh8+rIkTJyonJ0cdOnTQJ598otjYWHddJuCiVDpRpEcRAACg7rx2HcWLAesoAlV75P0NWvR/54acD+oWo0m3X+HBGgEAALge6ygCQA1c1/YS2/tAZj0FAACoMxJFAF4tqU247X0A6ygCAADUGd+oAHi1suso8mcNAACgrvhGBcCr+ZZaHyOQWU8BAADqjEQRgFdzlF5HkR5FAACAOuMbFQCvxtBTAAAA1+MbFQCvRqIIAADgenyjAuDVSj2iKCfPKAIAANQZiSIAr+agRxEAAMDl+EYFwKuV7lFkMhsAAIC64xsVAK/GM4oAAACuxzcqAF6NRBEAAMD1+EYFwKv5lPor5vRjMhsAAIC6IlEE4NUcsvco8owiAABA3fGNCoBXKz2ZjV/pDQAAAKgxEkUAXs3P1/5nzN+XP2sAAAB1xTcqABcUP196FAEAAOqKRBHABcWXoacAAAB1RqII4IISwNBTAACAOuMbFYALSulnFgEAAFBzfKMCcEFh1lMAAIC6I1EEcEFh1lMAAIC64xsVgAsKk9kAAADUHYkiAAAAAMCGRBEAAAAAYEOiCAAAAACwIVEEAAAAANiQKALwesxfAwAA4FokigC83sanUnRLx2jNve8qT1cFAADgguDn6QoAQF2FNvDXKwM7e7oaAAAAFwx6FAEAAAAANiSKAAAAAAAbEkUAAAAAgA2JIgAAAADAhkQRAAAAAGBDoggAAAAAsCFRBAAAAADYkCgCAAAAAGxIFAEAAAAANiSKAAAAAAAbEkUAAAAAgI2fpyuAihljJEnHjx/3cE0AAAAAeFJxTlCcI7gbiWI9duLECUlSy5YtPVwTAAAAAPXBiRMnFBoa6vbjOMz5SklRY4WFhTpw4IAaNWokh8Nh++z48eNq2bKl9u/fr5CQEA/VEJ5A21+8aPuLF21/caLdL160/cWrsrY3xujEiROKjo6Wj4/7nyCkR7Ee8/HxUYsWLSqNCQkJ4Q/IRYq2v3jR9hcv2v7iRLtfvGj7i1dFbX8+ehKLMZkNAAAAAMCGRBEAAAAAYEOi6KWcTqfGjx8vp9Pp6argPKPtL160/cWLtr840e4XL9r+4lWf2p7JbAAAAAAANvQoAgAAAABsSBQBAAAAADYkigAAAAAAGxJFAAAAAIANieJ58tprrykuLk6BgYFKTEzUypUrK41fvny5EhMTFRgYqNatW2vmzJllYhYsWKCEhAQ5nU4lJCRo4cKFZWJ+/PFH3XvvvQoPD1eDBg3UqVMnrV+/3vrcGKMJEyYoOjpaQUFB6tWrl7799tu6nzAs9bXthw4dKofDYXtdc801dT9hSPJMu7dq1apMmzocDo0YMcKK4Z53v/ra9tzz7ueJts/Pz9eTTz6puLg4BQUFqXXr1po4caIKCwutGO5796uvbc99736eaPsTJ04oLS1NsbGxCgoKUlJSktauXWuLccl9b+B28+bNM/7+/uaNN94wW7duNaNGjTLBwcFm37595cbv3r3bNGjQwIwaNcps3brVvPHGG8bf39/8+9//tmK+/vpr4+vrayZNmmS2bdtmJk2aZPz8/Mx///tfK+bnn382sbGxZujQoWb16tVmz549ZunSpWbnzp1WzJQpU0yjRo3MggULzObNm01qaqpp1qyZOX78uPsuyEWkPrf9kCFDTL9+/UxOTo71Onz4sPsuxkXEU+1+8OBBW3tmZWUZSebzzz+3Yrjn3as+tz33vHt5qu3/+te/mvDwcLNo0SKzZ88e869//cs0bNjQTJ8+3Yrhvnev+tz23Pfu5am2v/vuu01CQoJZvny5+f7778348eNNSEiI+eGHH6wYV9z3JIrnwdVXX22GDx9u2xYfH2/Gjh1bbvyf//xnEx8fb9v2pz/9yVxzzTXW+7vvvtv069fPFtO3b19zzz33WO8fe+wx06NHjwrrVVhYaKKiosyUKVOsbadOnTKhoaFm5syZVZ8YqlRf296Yov953HrrrdU5DdSQp9q9tFGjRpk2bdqYwsJCYwz3/PlQX9veGO55d/NU2990003m/vvvt8Xccccd5t577zXGcN+fD/W17Y3hvnc3T7R9Xl6e8fX1NYsWLbLFdOzY0TzxxBPGGNfd9ww9dbMzZ85o/fr1SklJsW1PSUnR119/Xe4+q1atKhPft29frVu3TmfPnq00pmSZH330kbp27aq77rpLTZs2VefOnfXGG29Yn+/Zs0e5ubm2cpxOp5KTkyusG6qvPrd9sS+++EJNmzZV27ZtNWzYMB08eLBW54pzPNnupevx7rvv6v7775fD4ZDEPe9u9bnti3HPu4cn275Hjx767LPPtGPHDknSN998oy+//FK/+93vJHHfu1t9bvti3Pfu4am2z8/PV0FBgQIDA20xQUFB+vLLLyW57r4nUXSzQ4cOqaCgQJGRkbbtkZGRys3NLXef3NzccuPz8/N16NChSmNKlrl7927NmDFDl112mZYsWaLhw4dr5MiR+sc//mGVUbxfdeuG6qvPbS9J/fv313vvvadly5bpxRdf1Nq1a3X99dfr9OnTdTrvi50n272kDz/8UEePHtXQoUNtxyner7rloPrqc9tL3PPu5Mm2f+yxxzRw4EDFx8fL399fnTt3VlpamgYOHGiVUbxfdeuG6qvPbS9x37uTp9q+UaNG6t69u5555hkdOHBABQUFevfdd7V69Wrl5ORYZRTvV926lcev2pGok9K/6hpjymyrKr709qrKLCwsVNeuXTVp0iRJUufOnfXtt99qxowZ+uMf/1jruqFm6mvbp6amWvEdOnRQ165dFRsbq48//lh33HFHTU4R5fBEu5c0e/Zs9e/fX9HR0XWuG2qmvrY997z7eaLt58+fr3fffVfvv/++Lr/8cm3atElpaWmKjo7WkCFDal031Ex9bXvue/fzRNu/8847uv/++9W8eXP5+vqqS5cuGjRokDZs2FCnupVGj6KbRUREyNfXt0z2fvDgwTJZfrGoqKhy4/38/BQeHl5pTMkymzVrpoSEBFtM+/btlZ2dbZUhqUZ1Q/XV57YvT7NmzRQbG6vvv/++6pNDhTzZ7sX27dunpUuX6sEHHyxzHIl73l3qc9uXh3vedTzZ9mPGjNHYsWN1zz336IorrtDgwYOVnp6uyZMnW2VI3PfuUp/bvjzc967jybZv06aNli9frpMnT2r//v1as2aNzp49q7i4OKsMqe73PYmimwUEBCgxMVFZWVm27VlZWUpKSip3n+7du5eJz8zMVNeuXeXv719pTMkyr732Wm3fvt0Ws2PHDsXGxkqS4uLiFBUVZSvnzJkzWr58eYV1Q/XV57Yvz+HDh7V//341a9as6pNDhTzZ7sXeeustNW3aVDfddJNtO/e8e9Xnti8P97zreLLt8/Ly5ONj/zrn6+trLZHAfe9e9bnty8N97zr14W9+cHCwmjVrpiNHjmjJkiW69dZbJbnwvq/2tDeoteKpc2fPnm22bt1q0tLSTHBwsNm7d68xxpixY8eawYMHW/HFU+emp6ebrVu3mtmzZ5eZOverr74yvr6+ZsqUKWbbtm1mypQpZabOXbNmjfHz8zPPPvus+f777817771nGjRoYN59910rZsqUKSY0NNR88MEHZvPmzWbgwIFMme1C9bXtT5w4YUaPHm2+/vprs2fPHvP555+b7t27m+bNm9P2LuCpdjfGmIKCAhMTE2Mee+yxcuvGPe9e9bXtuefdz1NtP2TIENO8eXNriYQPPvjAREREmD//+c9WDPe9e9XXtue+dz9Ptf3ixYvNp59+anbv3m0yMzNNx44dzdVXX23OnDljxbjividRPE9effVVExsbawICAkyXLl3M8uXLrc+GDBlikpOTbfFffPGF6dy5swkICDCtWrUyM2bMKFPmv/71L9OuXTvj7+9v4uPjzYIFC8rE/Oc//zEdOnQwTqfTxMfHm9dff932eWFhoRk/fryJiooyTqfTXHfddWbz5s2uOWkYY+pn2+fl5ZmUlBRzySWXGH9/fxMTE2OGDBlisrOzXXfiFzlPtfuSJUuMJLN9+/Zy68U97371se25588PT7T98ePHzahRo0xMTIwJDAw0rVu3Nk888YQ5ffq0FcN97371se25788PT7T9/PnzTevWrU1AQICJiooyI0aMMEePHrXFuOK+dxjz2xOUAAAAAACIZxQBAAAAAKWQKAIAAAAAbEgUAQAAAAA2JIoAAAAAABsSRQAAAACADYkiAAAAAMCGRBEAAAAAYEOiCAAAAMBtXn/9dfXq1UshISFyOBw6evRolfucOHFCaWlpio2NVVBQkJKSkrR27doycdu2bdPvf/97hYaGqlGjRrrmmmuUnZ1ti1m1apWuv/56BQcHq3HjxurVq5d+/fVX6/MNGzaoT58+aty4scLDw/XQQw/p5MmT5dbr8OHDatGiRZnz2L59u3r37q3IyEgFBgaqdevWevLJJ3X27NnqXaRSjDHq37+/HA6HPvzww1qVUVckigAA1MCECRPUqVMnjx3/qaee0kMPPeSRY58+fVoxMTFav369R44PoP7q1auX5s6dW+5neXl56tevnx5//PFql/fggw8qKytL77zzjjZv3qyUlBTdeOON+vHHH62YXbt2qUePHoqPj9cXX3yhb775Rk899ZQCAwOtmFWrVqlfv35KSUnRmjVrtHbtWj3yyCPy8SlKgw4cOKAbb7xRl156qVavXq3Fixfr22+/1dChQ8ut1wMPPKArr7yyzHZ/f3/98Y9/VGZmprZv367p06frjTfe0Pjx46t9ziVNnz5dDoejVvu6jAEAAMYYYyRV+hoyZIg5ceKEOXTokEfql5ubaxo1amT27NljbUtOTjajRo0qE7tw4UJT/L/55OTkSs8rNjbWGGNMTk6OeeSRR0xcXJwJCAgwLVq0MDfffLNZunSpVe7f/vY3c8MNN7jzNAF4oeTkZPPWW29VGvP5558bSebIkSOVxuXl5RlfX1+zaNEi2/aOHTuaJ554wnqfmppq7r333krL6tatm3nyyScr/HzWrFmmadOmpqCgwNq2ceNGI8l8//33ttjXXnvNJCcnm88++6xa55Genm569Ohh2/bRRx+ZLl26GKfTaeLi4syECRPM2bNnbTGbNm0yLVq0MDk5OUaSWbhwYaXHcRd6FAEA+E1OTo71mj59ukJCQmzb/va3v6lhw4YKDw/3SP1mz56t7t27q1WrVjXa74MPPrDOYc2aNZKkpUuXWtvWrl2rvXv3KjExUcuWLdPzzz+vzZs3a/Hixerdu7dGjBhhlfWHP/xBK1eu1LZt21x5agBgyc/PV0FBga1nUJKCgoL05ZdfSpIKCwv18ccfq23bturbt6+aNm2qbt262YZpHjx4UKtXr1bTpk2VlJSkyMhIJScnW2VIRSMlAgICrB7G4uNIssVt3bpVEydO1D/+8Q9bbEV27typxYsXKzk52dq2ZMkS3XvvvRo5cqS2bt2qWbNmae7cuXr22WetmLy8PA0cOFB///vfFRUVVc0r5h4kigAA/CYqKsp6hYaGyuFwlNlWeujp0KFDddttt2nSpEmKjIxU48aN9fTTTys/P19jxoxRWFiYWrRooTlz5tiO9eOPPyo1NVVNmjRReHi4br31Vu3du7fS+s2bN0+///3va3xeYWFh1jlccsklkqTw8HDbtocfflgOh0Nr1qzRnXfeqbZt2+ryyy9XRkaG/vvf/1plhYeHKykpSf/85z9rXA8AqI5GjRqpe/fueuaZZ3TgwAEVFBTo3Xff1erVq5WTkyOpKAk8efKkpkyZon79+ikzM1O333677rjjDi1fvlyStHv3bklFjwwMGzZMixcvVpcuXXTDDTfo+++/lyRdf/31ys3N1QsvvKAzZ87oyJEj1hDZ4mOdPn1aAwcO1AsvvKCYmJhK656UlKTAwEBddtll6tmzpyZOnGh99uyzz2rs2LEaMmSIWrdurT59+uiZZ57RrFmzrJj09HQlJSXp1ltvddHVrD0SRQAA6mjZsmU6cOCAVqxYoWnTpmnChAm6+eab1aRJE61evVrDhw/X8OHDtX//fklFvxj37t1bDRs21IoVK/Tll1+qYcOG6tevn86cOVPuMY4cOaItW7aoa9euLq//zz//rMWLF2vEiBEKDg4u83njxo1t76+++mqtXLnS5fUA4D0mTZqkhg0bWq+VK1dq+PDhZbbV1jvvvCNjjJo3by6n06mXX35ZgwYNkq+vr6SiHkVJuvXWW5Wenq5OnTpp7NixuvnmmzVz5kxbzJ/+9Cfdd9996ty5s1566SW1a9fO+vHu8ssv19tvv60XX3xRDRo0UFRUlFq3bq3IyEjrWOPGjVP79u117733Vlnv+fPna8OGDXr//ff18ccfa+rUqdZn69ev18SJE23XaNiwYcrJyVFeXp4++ugjLVu2TNOnT6/1dXMlP09XAAAAbxcWFqaXX35ZPj4+ateunZ5//nnl5eVZv0qPGzdOU6ZM0VdffaV77rlH8+bNk4+Pj958801rsoK33npLjRs31hdffKGUlJQyx9i3b5+MMYqOjnZ5/Xfu3CljjOLj46sV37x58yp7PwFc2IYPH667777bev+HP/xBAwYM0B133GFta968ea3Lb9OmjZYvX65ffvlFx48fV7NmzZSamqq4uDhJUkREhPz8/JSQkGDbr3379taQ0WbNmklSuTElZ0YdNGiQBg0apJ9++knBwcFyOByaNm2adaxly5Zp8+bN+ve//y2paEbS4jo88cQTevrpp62yWrZsaR2zoKBADz30kEaPHi1fX18VFhbq6aeftl2jYoGBgVq2bJl27dpV5se5AQMGqGfPnvriiy9qdA3rikQRAIA6uvzyy23PrERGRqpDhw7We19fX4WHh+vgwYOSin5V3rlzpxo1amQr59SpU9q1a1e5xyieyr30MzuuUPylp7oz7AUFBSkvL8/l9QDgPcLCwhQWFma9DwoKUtOmTXXppZe69DjBwcEKDg7WkSNHtGTJEj3//POSpICAAF111VXavn27LX7Hjh2KjY2VJLVq1UrR0dHlxvTv37/MsSIjIyVJc+bMUWBgoPr06SNJWrBggW05jbVr1+r+++/XypUr1aZNmwrrbozR2bNnrb+xXbp00fbt2yu8RmPHjtWDDz5o23bFFVfopZde0i233FLhcdyFRBEAgDry9/e3vXc4HOVuKx4GVVhYqMTERL333ntlyip+hrC0iIgISUVDUEvGhISE6NixY2Xijx49qpCQkGrV/7LLLpPD4dC2bdt02223VRn/888/V1hPACgtNzdXubm52rlzpyRp8+bNatSokWJiYqxk84YbbtDtt9+uRx55RFLRxC/GGLVr1047d+7UmDFj1K5dO913331WuWPGjFFqaqquu+469e7dW4sXL9Z//vMfq+fN4XBozJgxGj9+vDp27KhOnTrp7bff1nfffWf1DkrS3//+dyUlJalhw4bKysrSmDFjNGXKFKtnr3QyeOjQIUlFPZPFMe+99578/f11xRVXyOl0av369Ro3bpxSU1Pl51eUcv3lL3/RzTffrJYtW+quu+6Sj4+P/u///k+bN2/WX//6V+u58dJiYmKs3s3ziUQRAIDzrEuXLpo/f76aNm1a7WSuTZs2CgkJ0datW9W2bVtre3x8vD799NMy8WvXrlW7du2qVXZYWJj69u2rV199VSNHjizznOLRo0dtQ6G2bNmizp07V6tsAJg5c6ZteOZ1110nqWjIffF6hbt27bISMEk6duyYxo0bpx9++EFhYWEaMGCAnn32WduPcLfffrtmzpypyZMna+TIkWrXrp0WLFigHj16WDFpaWk6deqU0tPT9fPPP6tjx47KysqyJX9r1qzR+PHjdfLkScXHx2vWrFkaPHhwjc7Rz89Pzz33nHbs2CFjjGJjYzVixAilp6dbMX379tWiRYs0ceJEPf/88/L391d8fHyZXsT6wmGK+0IBAIBl7ty5SktL09GjR23bJ0yYoA8//FCbNm2SVDTr6dGjR21Tsvfq1UudOnWyTUjQqlUrpaWlKS0tTXl5eerUqZOaN2+uiRMnqkWLFsrOztYHH3ygMWPGqEWLFuXWacCAAYqLi7NNjrB3714lJCTovvvu00MPPaSgoCBlZWVp9OjReuedd3TXXXfZyti7d6/i4uK0ceNG2+yte/bsUVJSksLCwjRx4kRdeeWVys/PV1ZWlmbMmGFbDqNVq1Z65plnavxFCgDgPZj1FACA86xBgwZasWKFYmJidMcdd6h9+/a6//779euvv1baw/jQQw9p3rx51hBWqShpW7lypXbt2qWUlBRdddVVmjt3rubOnVsmSaxMXFycNmzYoN69e2v06NHq0KGD+vTpo88++0wzZsyw4latWqVjx47pzjvvrN3JAwC8Aj2KAAB4CWOMrrnmGqWlpWngwIEeqcNdd92lzp07WzO6AgAuTPQoAgDgJRwOh15//XXl5+d75PinT59Wx44dbc/cAAAuTPQoAgAAAABs6FEEAAAAANiQKAIAAAAAbEgUAQAAAAA2JIoAAAAAABsSRQAAAACADYkiAAAAAMCGRBEAAAAAYEOiCAAAAACwIVEEAAAAANj8/4sbg8UNgDzRAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Import libraries\n", - "from obspy.clients.fdsn import Client\n", - "from obspy.core import UTCDateTime\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# Set up the FDSN client for IRIS\n", - "client = Client(\"IRIS\")\n", - "\n", - "# Define the event time and location\n", - "origin_time = UTCDateTime(\"2023-11-08T10:27:00\")\n", - "latitude = 31.372\n", - "longitude = -103.780\n", - "magnitude = 5.3\n", - "\n", - "# Print event details\n", - "print(f\"Event time: {origin_time}\")\n", - "print(f\"Location: ({latitude}, {longitude})\")\n", - "print(f\"Magnitude: {magnitude}\")\n", - "\n", - "# Define the network, station, location, and channel codes\n", - "network = \"TX\" # Texas Seismic Network\n", - "station = \"ODSA\" # Specific station in Texas\n", - "location = \"00\"\n", - "channels = [\"HHZ\", \"HH1\", \"HH2\"] # Three-component high-frequency channels\n", - "\n", - "# Define the time range for the data request\n", - "start_time = UTCDateTime(\"2023-11-08T10:28:00\")\n", - "end_time = UTCDateTime(\"2023-11-08T10:32:00\")\n", - "\n", - "# Fetch waveform data\n", - "stream = client.get_waveforms(network=network, station=station, location=location, channel=\"HH?\", starttime=start_time, endtime=end_time)\n", - "\n", - "# Print the stream details\n", - "print(stream)\n", - "\n", - "# Plot the seismic signal for each channel\n", - "for tr in stream:\n", - " plt.figure(figsize=(10, 4))\n", - " plt.plot(tr.times(\"matplotlib\"), tr.data, label=f'Seismic Signal - {tr.stats.channel}')\n", - " plt.xlabel('Time (UTC)')\n", - " plt.ylabel('Amplitude')\n", - " plt.title(f'Seismic Signal from 2023 West Texas Earthquake - {tr.stats.channel}')\n", - " plt.legend()\n", - " plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "d546fc27-2415-4bff-af0b-48cb140794e9", - "metadata": {}, - "source": [ - "# 2. Applying Basic Signal Processing Techniques " - ] - }, - { - "cell_type": "markdown", - "id": "eca975e7-5eb5-4484-87b9-6d553de5cddc", - "metadata": {}, - "source": [ - "Filtering is an essential signal processing technique used to isolate specific frequency components of a signal. The main types of filters we will explore are:\n", - "\n", - "- **Low-pass filter:** Allows frequencies below a certain cutoff frequency to pass through and attenuates frequencies above the cutoff.\n", - "- **High-pass filter:** Allows frequencies above a certain cutoff frequency to pass through and attenuates frequencies below the cutoff.\n", - "- **Band-pass filter:** Allows frequencies within a specific range (between a lower and upper cutoff frequency) to pass through and attenuates frequencies outside this range." - ] - }, - { - "cell_type": "markdown", - "id": "f4e80ebb-bef2-4a1e-857b-b1f0910face4", - "metadata": {}, - "source": [ - "## Applying Low-pass Filter\n", - "A low-pass filter removes high-frequency noise and retains the low-frequency components of the signal." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "d576a672-1da8-4ab3-98ac-089dc2e60779", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from obspy.signal.filter import lowpass\n", - "\n", - "# Define the cutoff frequency for the low-pass filter\n", - "low_cutoff = 2 # Hz\n", - "\n", - "# Apply the low-pass filter to each trace in the stream\n", - "for tr in stream:\n", - " lowpass_trace = lowpass(tr.data, low_cutoff, tr.stats.sampling_rate)\n", - " \n", - " # Plot the low-pass filtered signal\n", - " plt.figure(figsize=(10, 4))\n", - " plt.plot(tr.times(\"matplotlib\"), lowpass_trace, label='Low-pass Filtered Signal')\n", - " plt.xlabel('Time (UTC)')\n", - " plt.ylabel('Amplitude')\n", - " plt.title(f'Low-pass Filtered Seismic Signal (Cutoff Frequency: {low_cutoff} Hz)')\n", - " plt.legend()\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "7ae46482-c079-4308-9260-599919f7bb74", - "metadata": {}, - "source": [ - "## Applying High-pass Filter\n", - "A high-pass filter removes low-frequency noise and retains the high-frequency components of the signal." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "76168ea0-43e1-4d9a-9e34-2db274ad56a7", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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+fRtjx47FsWPHFM6+2aJFC2zduhXz5s3DlStXkJ6eXuj7kpOi97ckxhsdOnQIpqam6Nmzp+j9aty4MWxtbfP8utywYUPUrVs3Tx3t2rWDvb29qI7ssTZnz54FAJw+fRpGRkbo1auX6PjBgwcrFatUKsX+/fsRGBiIFStW4JNPPkFUVBTmz5+PevXqyVt5L126hJiYGAwbNizP30CXLl3g5+eHpKQkheeoXbs2zMzMMG3aNKxbtw6BgYH5xtOuXTsYGBjIn9erVw8A0LVrV1H3vOztOf8+c/v3338BAOPGjVPqvcipVq1auH37Ns6ePYs5c+agY8eO8PPzw/jx4+Hh4YGUlJR8jy2New8A9uzZg9atW8PQ0BBaWlrQ1tbGpk2bRPdNcb148QLW1tYlVl9RPXz4EC9evIC3t7eoq6+hoSH69euHK1eu4M2bNyV+3sI+E/r16ycqr+x9kZSUBD8/v3w/I4siJSUFJ0+eRJ8+faCvry86f7du3ZCSkoIrV66Ijsn9OZHdCpf9t3bp0iXEx8dj7Nixebqd5zRmzBgAkI8JBLJ6lDRo0EDeGv3DDz8gIyNDNG40P/PmzcOYMWPQrl07dOvWDatWrcKiRYtw7tw5pbtX5xdvQa8jpwkTJij8/21BE2QlJSWhe/fuSElJwb///ptn8h1tbW2YmpoWaUZgotLCUdVEFUS9evUUTqxgYmKC0NDQAo+Njo6Go6Njnu02NjYKy1tYWOTZJpVKRV1/atWqJfryOmvWLNF4GVtb2zx12NraIi0tDYmJiTAxMcHkyZPxyy+/YNq0afD09ISZmRk0NDQwcuRI0bmmT58OAwMDbNu2DevWrZN3h1u8eLH8Pdm9ezfmzZuHjRs34vvvv4ehoSH69OmDJUuWKIwlt/ze3+J6+fIlXr9+DR0dHYX7X716JXquaCzcy5cvcfDgQWhraxdYR3R0tMJrqszrz6levXry5EsQBKxcuRKTJ0/G999/jz///BMvX74EkDXJTX5iYmJESV42ExMTnD17FvPnz8d3332H2NhY2NnZYdSoUZg5c6boNZqbm4uOzX4P89teUMIWFRUFTU1Nld+LbBoaGvjwww/lX3yTkpIwYsQI7N69G5s3b8bYsWMVHlca996+ffswYMAAfPzxx/j6669ha2sLLS0trF27Fps3by7Ky1MoOTlZYZzVqlVDUFBQiZ2nMNndxxXdG/b29sjMzERsbCz09fVL9LyFfSbkjkfZ+0IikSAzMzPfz8iiiI6ORkZGBlatWoVVq1YpLJP7syb335pUKgUA+d9a9hjqqlWrFnhuGxsbDBw4EOvXr8e3336Le/fu4fz581i/fn2RXosiQ4cOxdSpU3HlyhX06dMn33LZr0nRZ2FMTEyez478VK1aVeG1z6/baEZGBvr3749Hjx7h3LlzcHBwUFhOV1dXqS60RO8LE0UigoWFhfxLTE7KTnKiyMGDB5Gamip/nnvaeEV1R0REQEdHRz5ZyrZt2/Dpp59iwYIFonKvXr0S/RqrpaWFyZMnY/LkyXj9+jVOnDiB7777Dl5eXggNDYW+vj4sLS2xcuVKrFy5EiEhIThw4AC+/fZbREZG4ujRo0V+ncVlaWkJCwuLfGPIPUW/ol+8LS0t0bBhQ8yfP19hHdnvvYWFBa5du5Znf3Gus0QiwaRJkzB37lz5+B5LS0sAWevS5TdOLb9ECAAaNGiAXbt2QRAE3LlzB1u3bsXcuXOhp6cnWmqiJFlZWUEmkyEiIqJEluowMDDA9OnTsXv37gLHPZXGvbdt2zY4Ojpi9+7dor+XnPdjSbC0tERMTEye7V5eXli1ahWuXLmi1DhFXV1dhbG9evVK/rdUkOwv/+Hh4Xn2vXjxAhoaGjAzMyu0npKW+15V9r7IniE1v8/InLJbHHO/f7nHXpuZmUFTUxPe3t75tpor+sGiINmzFeecZCo/EyZMwB9//IF//vkHR48ehampKYYMGaLS+ZSRe/Ko3Bo0aAAAuHv3rqgVPyMjAw8ePMi3Jb+4vvjiC5w8eRJHjhxBo0aN8i0XGxur1N880fvCrqdEBE9PTwQEBOTp5rdr164i19mgQQO4ubnJH7kTxX379olaeBISEnDw4EG0adMGmpqaALK+aGX/ip3t8OHDBXbNMTU1Rf/+/TFu3DjExMQonIikWrVqGD9+PDp16oSbN28W+TWqInerT7YePXogOjoaMplM9H5lP5RZU6tHjx4ICAhArVq1FNaR/d63a9cOCQkJeWbx3LFjh1KvQdEXcSDry3h8fLz8PK1bt4apqSkCAwMVxuPm5pZvC2pOEokEjRo1wooVK2Bqalqq1yq7m+7atWtVPja/9yW7m2dBa+uVxr0nkUjki8Zni4iIKPFZT52dnfH06dM82ydNmgQDAwOMHTsWcXFxefYLgiCaXbJGjRq4c+eOqMyjR4/yzLCZu0Urm5OTE6pUqYIdO3aIJixKSkrC3r175TOhqpuy94WBgQFatGiR72dkTjY2NtDV1c3z/uW+1vr6+mjXrh38/f3RsGFDhedW1FpdkFatWsHExATr1q0rdKKoZs2aoVWrVli8eDG2b9+O4cOHK+xRUFS//fYbgMKXKnJ3d4ednV2eWWL/+usvJCYmimbjLSkzZ87Eli1b5BOo5efFixdISUnJ0w2dSJ3YokhEmDhxIjZv3oyuXbti7ty5sLGxwY4dO/DgwQMAhf9KWxSampro1KkTJk+ejMzMTCxevBjx8fGi2fd69OiBrVu3wtnZGQ0bNsSNGzewdOnSPF2devbsKV/TzMrKCs+ePcPKlStRvXp11KlTB3FxcWjXrh0GDx4MZ2dnGBkZwc/PD0ePHi2VLwaKNGjQAPv27cPatWvRrFkzaGhowM3NDZ988gm2b9+Obt26YcKECWjRogW0tbURFhaG06dPo3fv3gV2pQKyppk/fvw4WrVqBR8fHzg5OSElJQXBwcE4cuQI1q1bh6pVq+LTTz/FihUr8Omnn2L+/PmoU6cOjhw5gmPHjin1Gr744gu8fv0a/fr1g6urKzQ1NfHgwQOsWLECGhoamDZtGoCssWGrVq3CsGHDEBMTg/79+8Pa2hpRUVG4ffs2oqKi8k3IDh06hDVr1uCjjz5CzZo1IQgC9u3bh9evX6NTp06qvekqaNOmDby9vTFv3jy8fPkSPXr0gFQqhb+/P/T19fHVV1/le2z9+vXRoUMHdO3aFbVq1UJKSgquXr2K5cuXw8bGBiNGjMj32NK497KXUBk7diz69++P0NBQ/Pjjj7Czs8Pjx49Vri8/bdu2xebNm/Ho0SPRuFlHR0fs2rULAwcOROPGjTF+/Hj5+pGBgYHYvHkzBEGQ/117e3tj6NChGDt2LPr164dnz55hyZIledbXrFWrFvT09LB9+3bUq1cPhoaGsLe3h729PZYsWYIhQ4agR48eGD16NFJTU7F06VK8fv0aixYtKrHXXByq3Bc//vgjunTpgk6dOmHKlCmQyWRYvHgxDAwMRK24EokEQ4cOxebNm1GrVi00atQI165dU/jjz//+9z988MEHaNOmDcaMGYMaNWogISEBT548wcGDB3Hq1CmVX8/y5csxcuRIdOzYEaNGjYKNjQ2ePHmC27dvY/Xq1aLyEyZMkC9Lkrsr9ty5czF37lycPHmywHGK58+fx/z589GnTx/UrFlTPt7v119/Rfv27UVjOJ89e4ZatWph2LBh2LRpE4Cs/+8sWbIE3t7eGD16NAYNGoTHjx/jm2++QadOndClSxeV3oPC7NmzB/Pnz0f//v1Rt25d0ThQqVQqWlc1e1+7du1KNAaiYlHjRDpEVAIKm61P0WybimYZDAgIEDp27Cjo6uoK5ubmwogRI4TffvtNACDcvn1bXs7T01OoX79+nvPknkUyP9mzxi1evFiYM2eOULVqVUFHR0do0qSJcOzYMVHZ2NhYYcSIEYK1tbWgr68vfPDBB8L58+fzzIa4fPlyoVWrVoKlpaWgo6MjVKtWTRgxYoQQHBwsCELWbJ1ffvml0LBhQ8HY2FjQ09MTnJychFmzZglJSUkFxlvY+6vsrKcxMTFC//79BVNTU0EikYhmLkxPTxeWLVsmNGrUSNDV1RUMDQ0FZ2dnYfTo0cLjx4/l5apXry50795dYRxRUVGCj4+P4OjoKGhrawvm5uZCs2bNhBkzZohmBg0LCxP69esnGBoaCkZGRkK/fv2ES5cuKTXr6bFjx4TPP/9ccHFxEUxMTAQtLS3Bzs5O6Nu3r3wmxJzOnj0rdO/eXTA3Nxe0tbWFKlWqCN27dxfNOJn7vXrw4IEwaNAgoVatWoKenp5gYmIitGjRQti6dauobgDCuHHjRNuyr8XSpUtF2xXNdKno71UmkwkrVqwQXF1dBR0dHcHExETw8PAQDh48WOD7sn79eqFv375CzZo1BX19fUFHR0eoVauW8OWXXwqhoaGisu/r3lu0aJFQo0YNQSqVCvXq1RM2bNggzJo1S8j9v/3izHoaFxcnGBoaCkuWLFG4/7///hPGjh0r1K5dW5BKpYKenp7g4uIiTJ48WXRvZGZmCkuWLBFq1qwp6OrqCm5ubsKpU6fy3OeCkDVLsLOzs6CtrZ1nVs+///5bcHd3F3R1dQUDAwOhQ4cOwsWLF0XHl+Ssp/mVze8c2ZS5LwRBEA4cOCA0bNhQ/pm2aNEihdcwLi5OGDlypGBjYyMYGBgIPXv2FIKDg/O8P4KQdY98/vnnQpUqVQRtbW3ByspKaNWqlTBv3rxC489vhtUjR44Inp6egoGBgaCvry+4uLgIixcvzvO6U1NTBalUKnTp0iXPvuzXlXOWX0UeP34sdOvWTahSpYoglUoFXV1doUGDBsL8+fOFlJQUhfEq+vvesWOH/L21tbUVfHx8hISEhALPnbPO3J8x2ZYuXSr6PMt+XYoeue9Zb29voUGDBoXGQPQ+SQRBiUXWiKhS+uKLL7Bz505ER0cr1VVQGcHBwXB0dMTSpUsxderUEqmTqKIpjXuvNHz11Vc4efIk7t27p/SMkVR0s2fPxpw5c5RaH7esOXjwIHr16oXDhw+jW7du6g6nTMnuur9ixQrR2rdE6saup0QEIKvrj729PWrWrInExET5YuYzZ84s019Uicq78nzvzZw5E7///jv27t1b4GyeVHkFBgbi2bNnmDJlCho3biwfD0zvrFixAtWqVcNnn32m7lCIRJgoEhGArDWcli5dirCwMGRkZKBOnTr46aefClwXioiKrzzfezY2Nti+fTtiY2PVHQqVUWPHjsXFixfRtGlT/Pbbb2x5VsDY2Bhbt24tkbV5iUoSu54SERERERGRCJfHICIiIiIiIhEmikRERERERCTCRJGIiIiIiIhEOGq2DMvMzMSLFy9gZGTEwd9ERERERJWYIAhISEiAvb09NDRKv72PiWIZ9uLFCzg4OKg7DCIiIiIiKiNCQ0NRtWrVUj8PE8UyzMjICEDWH4OxsbGaoyEiIiIiInWJj4+Hg4ODPEcobUwUy7Ds7qbGxsZMFImIiIiI6L0NSeNkNkRERERERCTCRJGIiIiIiIhEmCgSERERERGRCMcoEhEREVGBZDIZ0tPT1R0GUYWmqakJLS2tMrMsHhNFIiIiIspXYmIiwsLCIAiCukMhqvD09fVhZ2cHHR0ddYfCRJGIiIiIFJPJZAgLC4O+vj6srKzKTEsHUUUjCALS0tIQFRWFoKAg1KlTBxoa6h0lyESRiIiIiBRKT0+HIAiwsrKCnp6eusMhqtD09PSgra2NZ8+eIS0tDbq6umqNh5PZEBEREVGB2JJI9H6ouxUxp7ITCREREREREZUJTBSJKpiA53GIT+HMdERERERUdEwUiSqQC49foceqC2i/7Ky6QyEiIirztm7dClNTU5WOGT58OD766KNSiaesqFGjBlauXCl/LpFI8Pfff6stntyCg4MhkUhw69YttdZRVGXt/cwPE0WiCuTYvQgAwKvEVDVHQkREpD75JXNnzpyBRCLB69evAQADBw7Eo0eP3m9wZUTbtm0hkUjyPDIyMuDn54cvvvhC4XHqTLBU8fTpUwwaNAj29vbQ1dVF1apV0bt3b/n1dnBwQHh4OFxdXdUcadnFWU+JKhDONUBERKQ8PT29Sj2b66hRozB37lzRNi0tLVhZWb2X86enp0NbW7vE601LS0OnTp3g7OyMffv2wc7ODmFhYThy5Aji4uIAZC1ub2trW+LnrkjYokhEREREShEEAW/SMtTyEAShxF+Poq6n8+bNg7W1NYyMjDBy5Eh8++23aNy4cZ5jly1bBjs7O1hYWGDcuHFITy94fgCJRIK1a9eia9eu0NPTg6OjI/bs2SMqM23aNNStWxf6+vqoWbMmvv/+e1G9t2/fRrt27WBkZARjY2M0a9YM169fBwA8e/YMPXv2hJmZGQwMDFC/fn0cOXKkwJj09fVha2sregB5u57m5OjoCABo0qQJJBIJ2rZtK9+3ZcsW1KtXD7q6unB2dsaaNWvk+7JbIv/880+0bdsWurq62LZtW6HHAcC1a9fQpEkT6Orqws3NDf7+/gW+rsDAQDx9+hRr1qxBy5YtUb16dbRu3Rrz589H8+bNRfHkbBk9cOAA6tSpAz09PbRr1w6//fabqAU6++/l2LFjqFevHgwNDdGlSxeEh4fL6/Dz80OnTp1gaWkJExMTeHp64ubNmwXGW1axRZGoAmGDIhERlabkdBlcfjimlnMHzvWCvk7pfnXdvn075s+fjzVr1qB169bYtWsXli9fLk+Osp0+fRp2dnY4ffo0njx5goEDB6Jx48YYNWpUgfV///33WLRoEf73v//hjz/+wKBBg+Dq6op69eoBAIyMjLB161bY29vj7t27GDVqFIyMjPDNN98AAIYMGYImTZpg7dq10NTUxK1bt+QtcuPGjUNaWhrOnTsHAwMDBAYGwtDQsMTfo2vXrqFFixY4ceIE6tevDx0dHQDAhg0bMGvWLKxevRpNmjSBv78/Ro0aBQMDAwwbNkx+/LRp07B8+XJs2bIFUqm00OOSkpLQo0cPtG/fHtu2bUNQUBAmTJhQYIxWVlbQ0NDAX3/9hYkTJ0JTU7PQ1xUcHIz+/ftjwoQJGDlyJPz9/TF16tQ85d68eYNly5bhjz/+gIaGBoYOHYqpU6di+/btAICEhAQMGzYMP//8MwBg+fLl6NatGx4/fgwjIyOl3+eygIkiEREREVU4hw4dypMoyWSyAo9ZtWoVRowYgc8++wwA8MMPP8DX1xeJiYmicmZmZli9ejU0NTXh7OyM7t274+TJk4Umih9//DFGjhwJAPjxxx9x/PhxrFq1St6CNnPmTHnZGjVqYMqUKdi9e7c8UQwJCcHXX38NZ2dnAECdOnXk5UNCQtCvXz80aNAAAFCzZs0CYwGANWvWYOPGjfLno0ePxvLlyws8JrtbqoWFhajr5o8//ojly5ejb9++ALJaHgMDA7F+/XpRojhx4kR5GWWO2759O2QyGTZv3gx9fX3Ur18fYWFhGDNmTL4xVqlSBT///DO++eYbzJkzB25ubmjXrh2GDBmS7/uybt06ODk5YenSpQAAJycnBAQEYP78+aJy6enpWLduHWrVqgUAGD9+vKj7bvv27UXl169fDzMzM5w9exY9evTIN+ayiIkiUQXCBZGJiKg06WlrInCul9rOrYp27dph7dq1om1Xr17F0KFD8z3m4cOHGDt2rGhbixYtcOrUKdG2+vXri1qp7OzscPfuXQDAggULsGDBAvm+wMBAVKtWDQDg4eEhqsfDw0PU9fGvv/7CypUr8eTJEyQmJiIjIwPGxsby/ZMnT8bIkSPxxx9/oGPHjvj444/lCYuPjw/GjBkDX19fdOzYEf369UPDhg3zfa1AVgvljBkz5M9VnQE2W1RUFEJDQzFixAhRspyRkQETExNRWTc3N5WOu3//Pho1agR9fX35/tzvoyLjxo3Dp59+itOnT+Pq1avYs2cPFixYgAMHDqBTp055yj98+FDeLTVbixYt8pTT19eXv+dA1rWPjIyUP4+MjMQPP/yAU6dO4eXLl5DJZHjz5g1CQkIKjbmsYaJIVI4lpmbgxrNYtKplgfVn/8PWS8HyfclpMjyIiEejqqbQ0GACSURExSeRSEq9+2dJMTAwQO3atUXbwsLCCj0u94+uisZG5p6ARSKRIDMzEwDw5ZdfYsCAAfJ99vb2Sp3vypUr+OSTTzBnzhx4eXnBxMRE3vU12+zZszF48GAcPnwY//77L2bNmoVdu3ahT58+GDlyJLy8vHD48GH4+vpi4cKFWL58Ob766qt8z21iYpLnPSqK7Ne+YcMGuLu7i/bl7vZpYGCg0nHFGZtqZGSEXr16oVevXpg3bx68vLwwb948hYmiIAhFvvY5yw0fPhxRUVFYuXIlqlevDqlUCg8PD6SlpRX5dagLJ7MhKsc+3+KHYZuv4eeTj7HMVzy996ebr6LPmkvYfvUZACAiLgWRCSnqCJOIiKhccHJywrVr10TbsieLUZa5uTlq164tf2hpvUusr1y5Iip75coVeTfSixcvonr16pgxYwbc3NxQp04dPHv2LE/9devWxaRJk+Dr64u+fftiy5Yt8n0ODg748ssvsW/fPkyZMgUbNmxQKXZlZI9JzNmN18bGBlWqVMHTp09Fr7127dp5xnfmpMxxLi4uuH37NpKTk+XH5X4flSGRSODs7IykpCSF+52dneHn5yfapuq1B4Dz58/Dx8cH3bp1Q/369SGVSvHq1SuV6ykLysdPQkSk0LXgGADAn9dD8+zzC44FAOy8For+zRzQcuFJAMDTBd3YwkhERKTAV199hVGjRsHNzQ2tWrXC7t27cefOHaXG+yljz549cHNzwwcffIDt27fj2rVr2LRpEwCgdu3aCAkJwa5du9C8eXMcPnwY+/fvlx+bnJyMr7/+Gv3794ejoyPCwsLg5+eHfv36Acga+9e1a1fUrVsXsbGxOHXqlHySnJJkbW0NPT09HD16FFWrVoWuri5MTEwwe/Zs+Pj4wNjYGF27dkVqaiquX7+O2NhYTJ48Od/6Cjtu8ODBmDFjBkaMGIGZM2ciODgYy5YtKzDGW7duYdasWfD29oaLiwt0dHRw9uxZbN68GdOmTVN4zOjRo/HTTz9h2rRpGDFiBG7duoWtW7cCUG1oT+3atfHHH3/Azc0N8fHx+Prrr8vtEixsUSSqAArrlZGzJTH9bTcPIiIiEhsyZAimT5+OqVOnomnTpggKCsLw4cOhq6tbIvXPmTMHu3btQsOGDfHbb79h+/btcHFxAQD07t0bkyZNwvjx49G4cWNcunQJ33//vfxYTU1NREdH49NPP0XdunUxYMAAdO3aFXPmzAGQ1cI3btw41KtXD126dIGTk1OeZSZKgpaWFn7++WesX78e9vb26N27NwBg5MiR2LhxI7Zu3YoGDRrA09MTW7duLbBFUZnjDA0NcfDgQQQGBqJJkyaYMWMGFi9eXGCdVatWRY0aNTBnzhy4u7ujadOm+N///oc5c+aIxmTm5OjoiL/++gv79u1Dw4YNsXbtWnlZqVSq9PuzefNmxMbGokmTJvD29oaPjw+sra2VPr4skQilsSgNlYj4+HiYmJggLi5ONJCZKFuNbw8DAKyNpIhMSFVYxsXOGGuHNoXn0jMAgAc/doGuihMCEBFR5ZSSkoKgoCA4OjqWWLJU3nTq1Am2trb4448/ilWPRCLB/v378dFHH5VMYFTq5s+fj3Xr1iE0NG/PrdJS0D33vnMDdj0lquD4SxAREZFy3rx5g3Xr1sHLywuamprYuXMnTpw4gePHj6s7NHoP1qxZg+bNm8PCwgIXL17E0qVLMX78eHWHpTZMFImIiIiIkNXqd+TIEcybNw+pqalwcnLC3r170bFjR3WHRu/B48ePMW/ePMTExKBatWqYMmUKpk+fru6w1IaJIlEFJwEgASevISIiKoyenh5OnDhRKnVztFfZt2LFCqxYsULdYZQZnMyGqALg/3qIiIiIqCQxUSSq4JhEEhFRcbE1jOj9KEv3GhNFogqgoM+U++HxouUxiIiIlKWpmTVLdlpampojIaoc3rx5AwDQ1tZWcyQco0hUIbxKVLw0Rrb+6y6/p0iIiKgi0dLSgr6+PqKioqCtrQ0NDbYxEJUGQRDw5s0bREZGwtTUVP4jjTqVq0Tx3LlzWLp0KW7cuIHw8PA8a9EIgoA5c+bg119/RWxsLNzd3fHLL7+gfv368jKpqamYOnUqdu7cieTkZHTo0AFr1qxB1apV5WViY2Ph4+ODAwcOAAB69eqFVatWwdTUVF4mJCQE48aNw6lTp6Cnp4fBgwdj2bJl0NHRkZe5e/cuxo8fj2vXrsHc3ByjR4/G999/D4mEE4sQERFR2SeRSGBnZ4egoCA8e/ZM3eEQVXimpqawtbVVdxgAylmimJSUhEaNGuGzzz5Dv3798uxfsmQJfvrpJ2zduhV169bFvHnz0KlTJzx8+BBGRkYAgIkTJ+LgwYPYtWsXLCwsMGXKFPTo0QM3btyQZ+6DBw9GWFgYjh49CgD44osv4O3tjYMHDwIAZDIZunfvDisrK1y4cAHR0dEYNmwYBEHAqlWrAGQtiNmpUye0a9cOfn5+ePToEYYPHw4DAwNMmTLlfbxdRERERMWmo6ODOnXqsPspUSnT1tYuEy2J2SRCWRoxqQKJRCJqURQEAfb29pg4cSKmTZsGIKv10MbGBosXL8bo0aMRFxcHKysr/PHHHxg4cCAA4MWLF3BwcMCRI0fg5eWF+/fvw8XFBVeuXIG7uzsA4MqVK/Dw8MCDBw/g5OSEf//9Fz169EBoaCjs7e0BALt27cLw4cMRGRkJY2NjrF27FtOnT8fLly8hlUoBAIsWLcKqVasQFhamsFUxNTUVqanvuhDGx8fDwcEBcXFxMDY2LrX3ksqvGt8eVvmYBz92ga522fkQIiIiIqLCxcfHw8TE5L3lBhWmo3lQUBAiIiLQuXNn+TapVApPT09cunQJAHDjxg2kp6eLytjb28PV1VVe5vLlyzAxMZEniQDQsmVLmJiYiMq4urrKk0QA8PLyQmpqKm7cuCEv4+npKU8Ss8u8ePECwcHBCl/DwoULYWJiIn84ODgU810hIiIiIiJSXYVJFCMiIgAANjY2ou02NjbyfREREdDR0YGZmVmBZaytrfPUb21tLSqT+zxmZmbQ0dEpsEz28+wyuU2fPh1xcXHyR2hoaOEvnIiIiIiIqISVqzGKysjdpVMQhEInj8ldRlH5kiiT3cs3v3ikUqmoBZKIiIiIiEgdKkyLYvbsQLlb6yIjI+Uteba2tkhLS0NsbGyBZV6+fJmn/qioKFGZ3OeJjY1Fenp6gWUiIyMB5G31JHqfyueoZCIiIiJ6nypMoujo6AhbW1scP35cvi0tLQ1nz55Fq1atAADNmjWDtra2qEx4eDgCAgLkZTw8PBAXF4dr167Jy1y9ehVxcXGiMgEBAQgPD5eX8fX1hVQqRbNmzeRlzp07J5ohzNfXF/b29qhRo0bJvwFEREREREQlpFwliomJibh16xZu3boFIGsCm1u3biEkJAQSiQQTJ07EggULsH//fgQEBGD48OHQ19fH4MGDAQAmJiYYMWIEpkyZgpMnT8Lf3x9Dhw5FgwYN0LFjRwBAvXr10KVLF4waNQpXrlzBlStXMGrUKPTo0QNOTk4AgM6dO8PFxQXe3t7w9/fHyZMnMXXqVIwaNUo+A9HgwYMhlUoxfPhwBAQEYP/+/ViwYAEmT57MdRRJrSbu9sd+/zB1h0FEREREZVi5GqN4/fp1tGvXTv588uTJAIBhw4Zh69at+Oabb5CcnIyxY8ciNjYW7u7u8PX1la+hCAArVqyAlpYWBgwYgOTkZHTo0AFbt24VrVmyfft2+Pj4yGdH7dWrF1avXi3fr6mpicOHD2Ps2LFo3bo19PT0MHjwYCxbtkxexsTEBMePH8e4cePg5uYGMzMzTJ48WR4zkbocu/cSx+69RJ8mVfPsS5dlwi84Bk2rmXEJDSIiIqJKrNyuo1gZvO+1Uqj8Kco6itmCF3XPs23uwUBsvhiErq62WDu0WXFCIyIiIqISxHUUiUhtNl8MAgD8G6B4CRciIiIiqhyYKBKVU/9FJao7BCIiIiKqoJgoEpVTpx9EqjsEIiIiIqqgmCgSlVManD2XiIiIiEoJE0WickqDeSIRERERlRImikRERERERCTCRJGIiIiIiIhEmCgSERERERGRCBNFIiIiIiIiEmGiSERERERERCJMFIkqucj4FKRmyNQdBhERERGVIUwUicopoQTqCHqVhBYLTqLD8rMlUBsRERERVRRMFIkqsROBLwEAYbHJao6EiIiIiMoSJopElZhEou4IiIiIiKgsYqJIREREREREIkwUiSoxDTYpEhEREZECTBSJyimhBGazKc08MTI+BX/dCENKOmdUJSIiIipvmCgSkUIRcSn49dx/eP0mrUjH91p9EVP33MaKE49KODIiIiIiKm1MFIkqsYK6ng7ecAULjjzA1D23i1R3RHwKAODU/cgiHU9ERERE6sNEkagSK6jr6dNXSQCAMw+j3lM0RERERFRWMFEkqsSUGaJY3KGQJTCUkoiIiIjeMy11B0BEqpFlCth+9Rnuh8cXq57QmDfY5/+8hKIiIiIiooqEiSJROfPn9VD88M+9YtfTZsnpEoimcFyAg4iIiKj8YddTonIm4HmcukNQCbueEhEREZU/TBSJypnSXPuQiIiIiAhgokhU7kjec2dOQShemyDzWiIiIqLyh4kiEZUqdj0lIiIiKn+YKBJRgSQSCVLSZTh8JxzxKenqDoeIiIiI3gMmikTlzPseoygIAn74JwDjdtzEF79fx6OXCVh75j+kpMvebyBERERE9N5weQwiKtRfN8IAAFeexqDzinMAgKTUDEz1clJnWERERERUStiiSFTOvO/JYfIbY3g77PX7DIOIiIiI3iMmikTljKSMrI9RzMlQiYiIiKgMY6JIRAXKLy0VOJ8pERERUYXFRJGIClRS6WBsUhp6rDqPTReCSqhGIiIiIiotTBSJypky0vNUZWvOPEHA83j8eChQ3aEQERERUSGYKBIRgKxELj+KxkWqOkYxJT1T1ZCIiIiISE2YKBIRAGDJ0YcqlVc1UfzjyjPVDiAiIiIitWGiSFTOSN77AhlEREREVNkwUSSiAuXXcshZT4mIiIgqLiaKRFQkXEeRiIiIqOJiokhUzpSVWU+ZJxIRERFVXEwUiahQskymhURERESVCRNFonIk4Hkczj+OUncYWZg7EhEREVVYWuoOgIiU12PVBXWHUCLC45JhZ6Kn7jCIiIiIKB8VqkVx9uzZkEgkooetra18vyAImD17Nuzt7aGnp4e2bdvi3r17ojpSU1Px1VdfwdLSEgYGBujVqxfCwsJEZWJjY+Ht7Q0TExOYmJjA29sbr1+/FpUJCQlBz549YWBgAEtLS/j4+CAtLa3UXjtRWSUomPVm6p7baoiEiIiIiJRVoRJFAKhfvz7Cw8Plj7t378r3LVmyBD/99BNWr14NPz8/2NraolOnTkhISJCXmThxIvbv349du3bhwoULSExMRI8ePSCTyeRlBg8ejFu3buHo0aM4evQobt26BW9vb/l+mUyG7t27IykpCRcuXMCuXbuwd+9eTJky5f28CURlXEjMG3WHQEREREQFqHBdT7W0tEStiNkEQcDKlSsxY8YM9O3bFwDw22+/wcbGBjt27MDo0aMRFxeHTZs24Y8//kDHjh0BANu2bYODgwNOnDgBLy8v3L9/H0ePHsWVK1fg7u4OANiwYQM8PDzw8OFDODk5wdfXF4GBgQgNDYW9vT0AYPny5Rg+fDjmz58PY2Pj9/RuEKmfRME0rRKUkalbiYiIiEihCtei+PjxY9jb28PR0RGffPIJnj59CgAICgpCREQEOnfuLC8rlUrh6emJS5cuAQBu3LiB9PR0URl7e3u4urrKy1y+fBkmJibyJBEAWrZsCRMTE1EZV1dXeZIIAF5eXkhNTcWNGzfyjT01NRXx8fGiB1FZJSg5m42irqdlZYkPIiIiIlKsQiWK7u7u+P3333Hs2DFs2LABERERaNWqFaKjoxEREQEAsLGxER1jY2Mj3xcREQEdHR2YmZkVWMba2jrPua2trUVlcp/HzMwMOjo68jKKLFy4UD7u0cTEBA4ODiq+A1SRCILAZSmIiIiISC0qVKLYtWtX9OvXDw0aNEDHjh1x+PBhAFldTLPl7gYnCILCrnEFlVFUvihlcps+fTri4uLkj9DQ0ALjoopt8IaraLvsNNIyMtUdSrEUdn9VNm/SMtQdAhEREVGhKlSimJuBgQEaNGiAx48fy8ct5m7Ri4yMlLf+2draIi0tDbGxsQWWefnyZZ5zRUVFicrkPk9sbCzS09PztDTmJJVKYWxsLHpQ5XX5aTRCY5Jx93mcukMpFkVdT0vS45cJiEkqHzMK/3zyMVx+OIYTgXk/Q4iIiIjKkgqdKKampuL+/fuws7ODo6MjbG1tcfz4cfn+tLQ0nD17Fq1atQIANGvWDNra2qIy4eHhCAgIkJfx8PBAXFwcrl27Ji9z9epVxMXFicoEBAQgPDxcXsbX1xdSqRTNmjUr1ddMFVNkQgoO3Xmh7jBErj+LLbxQPkoqd3wSmYhOK86h6Y/HCy9cBvx0/BEAYMbfdwspSURERKReFWrW06lTp6Jnz56oVq0aIiMjMW/ePMTHx2PYsGGQSCSYOHEiFixYgDp16qBOnTpYsGAB9PX1MXjwYACAiYkJRowYgSlTpsDCwgLm5uaYOnWqvCsrANSrVw9dunTBqFGjsH79egDAF198gR49esDJyQkA0LlzZ7i4uMDb2xtLly5FTEwMpk6dilGjRrGVkFR241kMBm14VOa6oBYn2VN2IpzCXA2KLpF6iIiIiEisQiWKYWFhGDRoEF69egUrKyu0bNkSV65cQfXq1QEA33zzDZKTkzF27FjExsbC3d0dvr6+MDIyktexYsUKaGlpYcCAAUhOTkaHDh2wdetWaGpqysts374dPj4+8tlRe/XqhdWrV8v3a2pq4vDhwxg7dixat24NPT09DB48GMuWLXtP7wRVJAuOPFB3CCWupJbH4DIbRERERKWjQiWKu3btKnC/RCLB7NmzMXv27HzL6OrqYtWqVVi1alW+ZczNzbFt27YCz1WtWjUcOnSowDJEBGRmCtDQKFrCV17nyWGCS0RERGVdhR6jSERlU3aCd/phJBrN9cXRgHfjeQVBwKjfr+Ornf5qio6IiIiImCgSkdp8tsUPCSkZ+HLbTfm28LgUHA98iYO3XyApteClJNguR0RERFQ6mCgSUZmSmc8sObJMAdP33cXf/s/fc0RERERElQ8TRSIqEZf/i8bz18lKlS1KS+CB28+x81oIJu6+9a4eNikSERERlYoKNZkNEanH9eAYDNpwBQAQvKh7seqS5JP9RSemFateIiIiIlIeWxSpUpBlClh67AHOP45SdygVkl9wbLHrEIqwMCNnDyUiIiIqHUwUqVLYeyMMv5z+D96brqk7lArn0n+vsOL4I5WOSUjJwLJjD0Xbzj7Km8QXmjqW0zyRXWaJiIiorGPXU6oUQmPfqDuECmvwhqsF7n8Zn5pnW3RSGlaffiLaFhGXAkCc++U3sU1CSjo+2+KHN2ky1YIlIiIiIqWwRZGISlViIUtcZDunoFtwfr1RN54PwvVnsQgMjy9OaERERESUDyaKVCmwp1/Zd+RuBABxt8yc4xZzTnKTnM6WRCIiIqLSxK6nRFRmFWF+GyXqFDB+pz8SUjIwqWMdNKlmVvInISIiIirn2KJIlY6yXSGpaH48FIgnkYlFOvarnf54kWMtxpxjFJPT3l234rQQh8S8weE74Tj3KAp91lzC45cJxaitaNjCTURERGUdWxSpwrv45BV+PvVu4pR5hwKxqF9DNUZUsW26EIToRPEENrdDXyt17MHbL+AfknepjYDncVjmq9rMqvnJyBQ3U959Hoc6NkYlUjcRERFRRcEWRarwhmwUz8p56b9oNUXyzpu0DCw8cl9hUlQRPM/RKggAvX+5qPSxYbHvjs1O6dae+U9cSMkmucAX8fjmr9sIj3tXJ1vziIiIiArHRJFIDf534jHWn3uKPmsuqTuUYpl/OPC9nCf3uoOXFST7oTFvsPDIffx1IwzJb5fN6Pbzefx5PQzjd/jnW/esf+7h0dvup68SU/EqMe9yHkRERESVDRNFqvTSMjLxy+knCHgeBwDYdS0EPVadx8v4lFI756NCxsUJpTGLSynYcD5I4XZJCbXbZb8NGrkyxTthcXnKDlx/GevPPcXUPbcxafct0b5HEfm/3wmpGeiy8hzSMjLhNu8E3OadQLoss9ixExEREZVnTBSp0tt0IQhLjz1Ej1UXAADf7ruLgOfxWPzvgxI9T0q6DBvOPcWTyASUjzSw7NBQIu98EfcusT96L0Kl+jMFIC45Xf48MYUTHhEREVHlxkSRKr38Fm1PySjZtfrWnvkP84/cR8efzhVatpw0KOavhAYCxiWnZVWXu++pisr720lERET0vjFRpEpH2ZyjpLpPZruZY+Kaij6hijItgMr44vcbJVORiko7sSws8Y1LTi833Y+JiIioYmKiSJVOhkzAjWcxyHg7Di3fr+wVPZsrB56+Snpv51LmB4QXr5Ox3z9MpTGMsUlpOP0wErIcy3I8f52Mv/2fKyx/6b9XaDTHF9/8dUfpcxARERGVNCaKVOk8f52MfmsvY+imq0hOk+XbepRf3lBYS8+TyAQkphY8xq2wtqLy3pZUkq2xwzZfw6kHkSofFxFX9MmIFF3j1AwZWi06hUm7b2PzBcWT+CjS65cL+GyLH367FCzaPnH3LVErc7afTz4GAOy5EaZa0EREREQliIkiVWj/RSXmu+/K0xjU++EoDt5+Id926M67fyvqHjj3YCBaLjyJmKSssXOCIIiSiluhr9Hxp3Nou/R0SYRfbmmU4CfL2UdRoolmlNVy4Un5v4vbjVMQBDSfd0L+fOG/Dwqt8/WbNKRlZCI0JmsNxyN3w/OUCVbQYlrSXZ6JiIiIioKJIlVIkQkpiEtOR2q6assc5FxvT9HX9c0Xg/AyPhVbLwVDEAQM2+KHj9ddRubbboXHA7Nm23yVmFbgefyCYgrcX97Hp5W1ZCcprfCJiZJzlPlozUX8eT1U/vy7/QGIzzUTanJ6/nW+jE9B47nH0e3n80WIloiIiEj9ipQovn79Ghs3bsT06dMRE5P1hffmzZt4/lzxmBui9ynuTTpazD+JRnN8i1VPQWPWJABSMzJx7lEUrj+LRWjsG5Xqzp24/HPrOVovOoW7CtYHLI8uPHml7hBUNmTjVfm/Q2OSRWMEd14LyVO+oGT47MMoAMCTyPxbtAH1z24b/CoJCSmqt9YSERFRxadyonjnzh3UrVsXixcvxrJly/D69WsAwP79+zF9+vSSjo9IZY8jC17MXlm5F3kvrVa+V4mpmLDrFp6/TkbP1RfwJo1r+KlDSIxqyX5O6bJM0WQ1mQr+VspaG/GTyAS0XXYG7gtOFl6YiIiIKh2VE8XJkydj+PDhePz4MXR1deXbu3btinPnCl8fjqi8SEjJwKYLQfJJUUb8dl20f0+OronZCmplyi/PnHXgnuh5h+Vny1xSURH0/uUiXiWmqnTM1D238x3n+vH6S7j3Ig4Zsky0XHAS7Zefkf+YoOj6ve/uxNGFvNZzj7Jafd8o0S2XiIiIKh+VE0U/Pz+MHj06z/YqVaogIiKiRIIiKgtO3H+JHw8FYsD6ywCQZ+bN7/95l+DdfZ7VZTRnI+S4HTcRm1TwWEUACItNFj0PL8ZsnZS/26GvsezYQ5WO+etGGAb9ekXhvoDn8fh00zX8fOoJopPS8Cz6DdJUWDYDAC7+9wqhxWjJzC0mKQ2rTj7G13tuo9m8E9iloMtsQdIyVIufiIiIKi6VE0VdXV3Ex8fn2f7w4UNYWVmVSFBEZUlIzBt8tuWaaFvu8Yvjd/jjytNo0bbDd8Ix/8j9wk+g7oFqlUhiagYyVXy7IxPyb5mLTkqTL2cBZF3KTReCMH3f3Txl7ygYf7rv5nO0WXIamZnvZs/N+beVki7DmjNPCpy9N6fJf97C8uOP5EtrzPg74G1cQqEtmr9fDkbdmf/iROBLpc6VM8aX8fxxg4iIqKJROVHs3bs35s6di/T0rAkQJBIJQkJC8O2336Jfv34lHiCRqnK2iggl1Inz9NvJSQoy6597WHXqiWibMmv53VaQQDB3LB2hMW/gr2DtwpISHJ2EHw8FKtyXUUCG2uuXC+i39lKeZM75+6NYcvQhOiw/q9T5L+aaREj2NgEduukqPlpzST47ryI/vG0h99nln28ZRbxWnoP7gpNKJ7NERERUPqicKC5btgxRUVGwtrZGcnIyPD09Ubt2bRgZGWH+/PmlESORSj7/zU/+78JmnSyqlSce59n28GX+k+hkZgoqdet7/abwLqukutthcfg6x2ymJa3LyqIthxHwPB43Q14jMTWjwNl2C6NojGxKeiYuPonG7dDXxZqwJz/PorPqPK6gJTIzUyjSGphERESkflqqHmBsbIwLFy7g1KlTuHnzJjIzM9G0aVN07NixNOIjUllKjrUTJ+y6pb5AkLVMxMIj93H8/ks8jcq7uHp+WnAmykopQ1ZwU3Lcm3TMPxKIfk2rwr2mhWjf06hEhWMkc86im7P2nAlpzh8x3qTJkJkpQEMjq0Bccjr6rb2Ebq62mNzZKd/YFLWCf7ntBnwDX+Kwzweob29S4GsjIiKiskXlRDFb+/bt0b59+5KMhajYyuJC9evPPVV3CFRONPnxeL777obF4X8nH+PE/Zf483oYghd1F+2f+XY8YlFsvhgkeu4fGotm1c0BAL9fCsaTyET8fOoJTPR1cD04BsHRb7B/bCvoamvKj1G0JIjv21bG3y89w+L+DYscHxEREb1/SiWKP//8s9IV+vj4FDkYouI6do8z71LF1HP1BdHzEVv9EBr7Bn+McIeGRILgV4pbrHOmb/n9kHI/XDxBWWqOVvn0HOMac46/PHYvAtqayo1e2H09lIkiERFROaNUorhixQrR86ioKLx58wampqYAgNevX0NfXx/W1tZMFEmtAp7nnZGXqCI6+Xa5lp98H2G3gjU9s+XMDR9HJsLeVE/UElhUskwBa8/knPE160TBr5Iw8+8AjG1bS6l6xu+4iXRZJtYNbQaJCgM0M2SZCI5Ogp2JHgykRe4cQ0RERPlQ6v+uQUHvuiXt2LEDa9aswaZNm+DklDVe5eHDhxg1apTC9RWJ3ieuQUiVTXK6rMD9OdeOHP3HDTSpZooZ3ephzkHFs7MCucYy5lMmLSMTmhrv9mYnpD67/HEnLA4Xcs3AmlP2GMjE1AwcuhMOAHgZnwpbE90CX0tO43bcxLF7WV1bl/ZviI/dHJQ+loiIiAqn8qyn33//PVatWiVPEgHAyckJK1aswMyZM0s0OCJVCIKAvTfD1B0G0Xt1O+x1gftztzb6h7xG/3WXRdv+ufVC5fN+u+8uNHK0AGYnl4WtqTj5z1v4YPGpt2tavktJw2KzZk8NjXmDSbtv4d6LvMvG5JSdJAIo1ZlsS0JmpgD/kFikZhSc1BMREZUlKieK4eHh8jUUc5LJZHj5UrWFmolKkkzVldSJKoDs5SlKkrJzQmnkaFF8EpmIxy8TRMljTnFvsv6/se/mc7yIS4HrrGNoMf+EfH928jpux03s93+OHqsuKKynIKExbzB041WcftstNzdBEPDDPwHY8HaCqTdpGUp/bhRnoqy1Z/9DnzWXMGHnrSLXQURE9L6pnCh26NABo0aNwvXr1+X/47x+/TpGjx7NJTJIrZgnEpWMjMxM/HUjDA8jEgpci/R26Gv5vw/cfoFOK84hJZ+usI3m+uLUA/GPiTmXsgGyks0H4VnrkQoCsOrkY8QkKbemaGRCCn46/ggXnrzCZ1uz1lI99eClaKKegOfx+P3yM8w/ch+vElPh8sMx9F17qcB6k1Iz8PvlYDSbdwIX33anlWUKeBKZAEEQkC7LRGgh61NuOJ+VmB69FwH/kNi3r10mWrpElXVWiYiI3geVZwDYvHkzhg0bhhYtWkBbWxsAkJGRAS8vL2zcuLHEAyRSlqLp+YlIdcO3+BX52Ng3eXucZPt86/UCj+3401nR8+XHH8HvWSx+/7xFoec9ciccAc/fdVcNfBEvP9+GT92w9VIQ+jerKt9/8n5W0poz2VWk2bzj8oR2yMarCF7UHTP238Uuv1DM7F4PJ+6/xJWnMdj6WXO0dbJWWEfOj6Y+ay4haGE3uM07gcTUDDz4sQtiktLQdtkZ9GlcpdDZYeNT0qGrpQkdLZV/5yUiIlKJyomilZUVjhw5gkePHuHBgwcQBAH16tVD3bp1SyM+IqUxTySqeM49isKe66F49DIBPh3qQKqliRQFY/3OPIrC4xytnzffttwBwKjfsxJGv+B3256/fjeW8npwDPb5P8e0Ls4w1tUSzb6au9Vz6bEH2OWXNe5z3uH78u3Dt/jhwrR2qGqmX+hrkmUKSEzNak0MiXmDPddDkZaRWegyIrFJaWjy43E4mOvh/DeK1zFe+O99xL1Jx8K+DVSaRZaIiCi3Is8pXrduXSaHVKbImCkSVUjZk9VsOB8EY10txKdk5Clz5mGU6PncQ3lndc3ZvfPnk++W9sgeH7njagiqmOrhiE8bpGbI8CYtb0L6y+n/8o2zy8rzCJjjlWd77vGN3puuyf8tQd4fuW6Fvsbvl4MxrYszbIzfzQR7NSgaABAak4y0jEwkpWbASFcLWm/XsxQEAevPZnVzHfVhTdSyMswTiyxTwFc7b6K+vQnGtast2hcRl4KLT16hZyN7tbZYZmYKyBQE+etSxoXHr/AmLQOd69uWYmRERJWLyoni559/XuD+zZs3FzkYouJg11Oiik9RkqhIUcf8PX+djJ6rLyCkkHGHiiSmZuDGsxhcfBIN38AIjGpTE70bV0HuT6bLT6Pl//76rzu4laP760/HH8mT2GfRb7BntAeik9Kw9VKQqI66M/+V//vA+NZoWNUUPx5618KZrCDJBYBzj6Nw5G4EjtyNyJMo9lt7Cc9fJ+NZzBtM7vTuh2BBEHDwTjjq2RqhhqUBfj33FG3qWKJhVVNl3pYC+d6LQEamgG4N7OTbBv56GS/jU3FisqdSCasgCBi66SoA4NqMDrA2Un6ZFSIiyp/KiWJsbKzoeXp6OgICAvD69Wu0b6+4KwzR+3AsIELdIRBRBVCUJDFbv7Xvlh6ZsOsWrgfHIqGA5PZWrjGSOVs6bzyLRc3vjhR6ziEbriIhVXyOHqsu4LDPB6hvb4J/74Zj/bmnGNyiGvb5v1tCaPyOm5jYsS6SUjPgbGeE56+TAQD/3g0XJYpnHkbBZ6c/AKCtkxXOPIzC0mMPEbyou3xc6NGACAxvXQP6Opq4HRqHFo7monU2s9fOzCktIxNf/HEDAOD/fSf87+RjPIiIl3cR/vN6KPbcCMPM7vXQvIZ5ntedmJoBDQkg1dKUb4tOTCtWovgkMgH7bj6Ht0d12JnoFbme/ITGvMF/UYn5jmclIipLVE4U9+/fn2dbZmYmxo4di5o1a5ZIUERFUdbXUiOiyuePK89K/Ry5k8Rs3X++gCX9GuKbvVmfjbmT0kN3wnHoTnih9fvnOC5nF99+ay/hxrN3Px6vPv1E/m8jXS2cnOwJfakWnkQmwnvjVYxtVxuZgoAdV0PQycUGEzvWkZePeZOGrZeCReed+XcAAODjdZcRvKi7fHtkfApexKXgo18uAgB6NrKX71O03Mkfl4MREZ+CTz1qQCIBrI10kSHLxMX/otGkmimMdbXx+GUCUtIz0XN11rIsf90Iw7UZHZGSLkNIzBtcfRqNwe7VRclvUbRZchoAsGOUO1rVsixWXUREpU0iFGdxqBwePnyItm3bIjy88P/pkHLi4+NhYmKCuLg4GBsbqzucMi1DlonaM/4tvCARERXq/DftkCkImH3gHhJSMnD9WWzhBykg1dKAg7l+gcusKCM7UUzLyESTub5Iyqdr7S+DmyI5XYYurraYfeAenGyMMP/Iuy65Ui0NBMzxwm+XgjHv8H18UNsSC/s2kCdwBenqaoseDe3Rpq4ljHWzZn1/k5YBPW1N+cRBZx5GYvgWP3xY1wqbh7mJxlkmpmbAddYxAMDYtrXwtZcTLjx5hTthcRjbthYkEgkEQcB/UYkwN5DC3ECnSO/V+rP/Yee1EOwe7SEa45rT/fB4WBjqlGo33ZR0GQ7efgHPulawzicOIlLN+84NSixRPHLkCIYNG4aoqKjCC1cia9aswdKlSxEeHo769etj5cqVaNOmjVLHMlFUXlJqBuq//R8wERGVHY6WBgh6laTuMEpcl/q2OHova8iDhYEO/vzSAx2Wi5d4eTy/K2SZArQ0JHl+zHQw10NoTLL8+d3ZnXE6RzffyZ3qwqdDVqurLFPAzmshaFnTHIZSbaTLMuFgro+IuBQERyehZU0L3AyJxbbLz7DP/zkAYIh7Ncz7yBVBr5IgAKhuro8Ju24hUxDw79uhGk/md8XDlwkIeB6H3y8/w6K+DVHf3hhhscmwNNKBtqYGtDU1kJiagT3XQxHwPB6dXKzRxTVrTGl8SjouPYmGIAioZqGP+vYm8tez6N8HWHf2P/l5FE1OdPHJK4THpaBnIztoa2hAQ0OCpNQM3HgWi1rWhqhiqgdBECCRSOStu6b62rA20kXcm3T0WXsRdia62Phpc2hqSORjWhV1db703yvcDYvDFx/WhEQiQbosE5oSSZ5yJSE1Q4aohFSlZkEmUkWZTxQnT54sei4IAsLDw3H48GEMGzYMq1evLtEAy7Pdu3fD29sba9asQevWrbF+/Xps3LgRgYGBqFatWqHHM1FU3sjfruPE/ZeFFyQiIiKl7fqiJSbtvoXwuBTR9tNT26Lr/87lWUKmsYMpqpnr48DtF/JtutoaaOFogZY1zVHFVA+/nnuK6MQ0RMSL6/yqfW2sOvWuC3M7JytcC4rB/nGt0XnFOfn2sW1rYc2ZvDMQn5naFp9uvoaQmDcwkmrhy7a14GRjhKbVzdD0x+MAgC89a2H71WdISMlAk2qm2DemFa4FxeC3y8Ho5GIDUz0d6GprYuP5p+jWwA5Nq5shJV2Gaub66Lf2Eh5EJKBZdTOMb18biSkZcK1igtkH7qF3Y3t0a2CHg7dfYNvVENwOfY0Z3eph780weNW3RVxyOvo3q4qbIbH4qEkVGOtqY/HRBwiJfgMXe2OcfRiFRf0aoKaVITIzBdx7EQ9nOyNoa2og7k06jHS1sPliEOYdvo+PGttj5SdNkJkpIE2WCV1tTQiCgBUnHiMs5g1SMzIxoLkDPqxjKW/tTk6T4e7zODRyMMHVpzFoUs0URrrayMwUkJIhg75O1mi07OePXyZCIgHsTPSgo6WBxy8T4GJvLC8nCALSZUKeCaeyE/v8xKekIyT6DVyrZP2o8DQqEcnpMtiZ6MHcQAcZskxoqJjAB71KgqmeNswMdJCaIUNoTDKkWhqoYqoHDQ0J/IJjIAhA8xpmotgyMwVIJMgTb1JqBnS0sn4kKWvKfKLYrl070XMNDQ1YWVmhffv2+Pzzz6GlVeQVNyocd3d3NG3aFGvXrpVvq1evHj766CMsXLiw0OPLUqK42y8Eu/1C8WFdK7SqZQmplgbSZVn/c9DUkCA5TQYjXW1k32uCAAgQ3v43i4YE0JBIIAhZS1loSLLKaUgkkEjeTRGfsw4ASJNlQuPtjfwmNQOJqRmwN9VDcroMCW8/cGYfzDsVPhERERFRcVgaSnFi8ocw1S9ad/CS9L5zA5WzutOnC+/HT0BaWhpu3LiBb7/9VrS9c+fOuHTpksJjUlNTkZqaKn8eHx9fqjGq4uT9SNwMeY2bIa+x8sTjwg8gIiIiIirnXiWmovHc45Vy+R2VE8X27dtj3759MDU1FW2Pj4/HRx99hFOnTpVUbOXaq1evIJPJYGNjI9puY2ODiAjFyzgsXLgQc+bMeR/hqaxnI3v4BmZ17bQykkIQgISUdFgY6CAhJauJXiYIkL7tgqDxtllQgndN+plC1iLKErx7rqUhgYCs8RcaCroqvEnLgJ5O1tTnWhoaSEmXQSKRQFMj63lccjoS85nxj4iIiIioJFgYSNUdwnuncqJ45swZpKWl5dmekpKC8+fPl0hQFUnufs8F9d2ePn26aAxofHw8HBwcSjU+ZfVsZI+urrYKB6OrW86Z5IiIiIjKMg0JoGAlF7mRHzhi44UgAEB9e2Pce5G3h9n8Pq6YsT+g0HN1drFBTStD/HUjDK8SU2Gipw0Hcz04mOmjnp0xHr5MwI3gWHjVt8GeG2F4k2tG4a6uttDQkODwnXCM+MARjRxMEZ2YiqXHHkJXWxO9GtnDQKqJO2FxOP/4FQBgUItqiE5MxdWgGMQlp0OqpYGBzR1gY6yLF6+T8bf/czR3NMeTyESExb6b0MnR0gDGulq4HRaH3o3tkZqeidfJaahnZ4wu9W1x93kcwuNS0LSaGR5ExGPVqSewNJSitrUB/ENeo3kNc1x48irf96JNHUucf/wKjpYGqG9vjNCYN8h8O1QKAAKei99nW2NdDGzugLZOVqhuYVDs5XHKI6XHKN65k7UOU+PGjXHq1CmYm79b/FYmk+Ho0aNYv349goODSyXQ8iYtLQ36+vrYs2cP+vTpI98+YcIE3Lp1C2fPni3g6CxlaYxiWVd35r9Iy8gsvCAREdF7ZG0kRWRCauEFc+nTpAr2v53BFABM9bXx+k26vM7WtbPWYfSoZYEnkYn49dxT0fETO9YpkaEita0NC1zepE+TKujkYoPjgS8xrFUNnAh8ibZOVlh16gnOPsqaCf/2D53xJCoRjR1MEZOUhtkH7+HwnXB0cLbGyQeRovpa1DDHteAYAMDm4W4w0dNBs+pmCI15I1/G5LDPB1h96ol89tajE9vgWMBLfPFhTWQKAuYdvo/ktAy0qm2JNnUsYaqng5UnHuHvW8+xaVhzXHjyClsuBmHlwCbwqGWBhJR03H0eh1eJabgfHo+ElHT80KM+dLQ0EBL9BjFv0tCwigk2nH8KLU0NtKhhDnNDHVgbSaGtqYGN55/C1kQXPRpmren5Ji0DJ+9Hoq2TFYzeLqWSmiGTz+yaW2xSGpYce4APaluhe0O7PPujElIR+yYNv10KxvarIVjSvyEGuDkgNUOG68GxqG1tCBtjXUTEpeDy01fQ09ZEJxfb957YpGbIEBmfCgdz9c/2mpSaAX0dzQIn1imPyuxkNhoaGvI3W9Ehenp6WLVqFT7//POSjbAcc3d3R7NmzbBmzRr5NhcXF/Tu3bvcTWZT1k3dcxt/3QhTdxhERKRmA90csPt6aL77gxZ2g+P0IwCyWnZ8J3mi408F/3j7SXMH7PJ7V+ev3s3QqrYlvtpxE6cfRqFv0yr4toszUjMy5cmMloYETxZ0AwD0XXMRN0Ney4+vZq6P56+T4VnXCqceRGJKp7r4qkMdBDyPw37/5xjTthYsDbO6uSWlZsBAqvV2iEbenkrZ0jIykSbLxNQ/b0NPRxM/DWgEQQDuPI+Dz05/fN66Bj52c8CVp9H4oI4lpFqauBYUgwHrLwMADn31AVyrmGTNMuofhk89aiBdlomGVU0BZK2LmCbLhI6mBlIzMnEn7DVa1bIsMBk5HvgSDuZ6cLbN+x0mJilNvlbko5cJuB8ej16N7CGRSBDwPA4p6TK41TDPc1w24e06n/amehjtWSvfckQVSZlNFJ89ewZBEFCzZk1cu3YNVlZW8n06OjqwtraGpqZmqQVaHmUvj7Fu3Tp4eHjg119/xYYNG3Dv3j1Ur1690OOZKCpv3dn/sOjfB+oOg4io2OxMdPMsRfC+DW9VA1svBRfp2Lm96+NqUAwO3wkHgKylBNrVxmdb/QAATxd0Q3B0Es4/foVZB+4pVefm4W5o72yDu2Fx6Ln6Qr7lDHQ0cW9uF5x68BJjt9/Ewr4N8GEdK+jpaOJ2aBzq2hjCwlCKG89iceDWc0zxcoKxrjZqfHs4T13+33fC3EOBGNeuFmpbG+Heizg8CE9AmzqWBS4gH5OUhvVn/8PHblVR29oIQFaL0fHAl/hm7x0Y6Gji8ncdEPcmHVXN9BD0KgmOlgZqa/m4+OQVMjIFeNa1KrwwEalVmU0UqWjWrFmDJUuWIDw8HK6urlixYgU+/PBDpY5loqi81AwZnGYeVXcYRETFlj2OpqQNbVkN266EiLZN7+qMLz6siQVH7kNDIsEfV57hf580QScXG/Rbewk3nsUqrOu/Bd2w5e2abjk9+LELdLU1EZmQgtkH7mGoe3W0ettFMvBFPCwNdeRJliAI6Lf2Em6GvIaJnjbiktMVnmuYR3XM6e0qP2bpsYcw1tPGEPdquPRfNGb9cw+jPqyJlHQZRrZxhFQr60frDFmm0uPqlxx9gDVn/pN3oQSA4EXdlTpWFUmpGdCQSOSTtBERqaJMJooHDhxA165doa2tjQMHDhRYtlevXiUWXGXHRFE1K44/wv9OcukOIipfWjia41pQ1pisHSPd4RccixUnHgEAalkZ4L+opELrcLY1woOIBIX7Bro5YEzbWqhhaYCk1AzUfzv5V+vaFtg2wj3flqz4lHTcfBYLI10t9Fub1T3xzNS2qGFpIC9z70Uc5hwIlI8pUzW5EgQBGZlZM2DPOnAPdW2MkJCSgU0XgvAqMWtc338LupX6WCtBEBAc/QY1LPThFxwLB3M92Jnoleo5iYhUVSbXUfzoo48QEREBa2trfPTRR/mWk0gkkMlk+e4nKk1sGidSn+4N7HD4bri6wyiSAW5VoaetievPYhXOLlgQEz1tNKtuhlO5JuQAgO0j3dHIwVQ0K3Pvxvb4rls9uC84CQAY3642vD2qy5/XtTVCsxpmeP76DWSZWTMbLvr3gbwb6N/jWsPCQAcO5vp4lZiKeYcCMdi9Olo4muPxywTs9gtFRHwKfhrQGPtuhqFpdTPUtTGSn99AqoWaVgZ4GpWE77rVK7C7o7GuNto6WSMzU4CloQ6S02SoYiZOnurbm2B6N2f0WXMJDaqYqPTeAVnfG7Q1s2KY+7bVEADGtK2Fl/Ep0NSQvJcJOSQSCRzfJsAtHPMfF0dEVJkolShmZmYq/DcREREANHYwVTlR1NSQQFbQHPElRFdbAysGNMaY7TcV7l/SvxEAxUvtdKlvi6P38q59+79PGuOD2pYwkGrhwO0XokRx7xgPNK1mpjAJ+98nTQAAM7vXw8E74fIuk9k0JRJItTTlMQHAt12d5Ymivo6mfEZBS0MpVr6tDwDq2BhhZg8X+fNPWlRT+HqP+LRBdFIaqpgq12KmoSHBxW/bQxAAbQVdOZtUM8PFb9vDyrBk1xizKWAcIBERlb6ytygeUVFxuC2R2tSzU70LjJ72+xmndWzih+jiagsro6xEpoqpHga4VQUA+TYAMJRqYWrnuqJjR33oKHo+t3d9/O+TxujduAosDKXQ1dYUzQR+bOKHaFbdXGGS6Gz7rmVvZJua+Gdca5joaSMzx/EaCo7LmZyVxMecrram0kliNqmWJnQLuF5VTPWgo8WvFEREFYlSLYo///yz0hX6+PgUORii4pAxUSRSG49aFlg1qAm+2ukPADDW1UJ8SoaoTM514ICsbpuJqeIyBdnwqRsm7vKHAORZFLog1S2yuhRe+rY9ZJkCpFoaSEnPRIMqJuhQz0ZUdnz7OhjWqgYMdLTwOjldPn1/tk89ahR4LqccyWA2Q6kWElMzMLC5g8Jjcn50KUq2NDUk8KxrhVeJqahtbVjg+YmIiEqKUoniihUrlKpMIpEwUSS1kbFXNFGJmtypLn46/kipshoSoGcje8w6cA8xSWlo4WiOE/ffdcf8b0E3eG+6ikv/Rcu3fepRHQsVLGsztXNdHL8fiduhrwEAP/auD4lEgk4uNrg1qzOuPo3B0E1XRcfcmNkRzeefQKYAfNfNGS1rWqDX6osYlKP7pbamBrIbxfR0NOGdT9KXvUB2dpJ47ut26LjiLCZ0qKOwfGG/UZ2c4onrwbHwqm+jcL+diS76NqkCPR3NfGfD3PpZcwD5r6FHRERU0pRKFIOCgko7DqJi09HkFyiikqTKJCLZCczfY1vjr5thGN6qBpr+eFxUV4bsXUZlbSTFkJbvEsUHP3bBD/8EwMJQivHt6+D562R5opgzodPW1ICiXMnCUIqzX7fD5afR6NOkCrQ1NRAwxwsGJbAMQTULfTya1zXf/YX1ZbAx1kX3hnb57pdIJPhpYOMC62CCSERE71uxBhQIggAuw0hlxYgPaqo7BKIKY+2QphjcohqMdbVQzVwfX3s55Smz7ONGebZVs9DH5E51YW6gIx+32KqWBQCgk8u7FjWJJKtLZvCi7ghe1B262lkTuEzr4gwA+LZrPYxq44hDX31QaKzZrYYO5voY4OYgH9NnKNV6LwlWN1c7GEq1RK+PiIiovCtSorhp0ya4urpCV1cXurq6cHV1xcaNG0s6NiKVmOhrqzsEogoheFF3dG1gBzMDHfj/0BnnvmkHQ6m4A4qVkRQWhjr51JBl62fN8U0XJ6we3BQA8FnrGvJ91kYFz2hpoqeNGd1d4KrEkgsL+rgWWqY0mehrw/+HTvjVu5la4yAiIipJSnU9zen777/HihUr8NVXX8HDwwMAcPnyZUyaNAnBwcGYN29eiQdJRESlR0tDgox8lqnI7n7qrGCSlsLa6myMdTG2be1359HUwO+ft8Avp59gUb+GRY43TxxloFumomUjiIiIyjOV/8+2du1abNiwAQsXLkSvXr3Qq1cvLFy4EL/++ivWrVtXGjESEVVK07o4w6d9bRjpauH3z1sUuZ7GDqbQ0pBgiLvidfVuzOxUaB3uNS1Ezw10NAsdm6fIh3WtsHu0h3xx8+I6OL7wrqlERESkOpUTRZlMBjc3tzzbmzVrhowM5ac5JyoPzNidldRIUwOY3NkJd2Z1xod1reTbc679l21Kp7rQ1Vb8kf5tV2fc/7FLvmsdKtttO2cMvwxpWvgsLqXERO9dvA2qFt41lYiIiFSncqI4dOhQrF27Ns/2X3/9FUOGDCmRoIiKqnVtcavHN13yTsChio+aVCnW8UTF0atR1t9f7q6VuRPCu7M746sOdXDEpw182r/r6mllJMWgFg5wq24GbU0NUV6XM9lSVmr6u7UL69ubQFBTpuhaxQQ+7Wtjcb8Gajk/ERFRZVCsyWxGjhyJkSNHwtXVFRs2bICGhgYmT54sfxC9b2sGiyeT0Ncu3tT4+U3q29bJCl/l+EKurM9bOxYrHqo8Pm/tCFuTgid8yZa97l9NK0NM7vzux5HRH9bEwr4NoZU9fi7HH3T/ZlUBAM1rmAEAOtazBlDwjyud69sCABzM9ZR8FaVncmcnDGyuuCstERERFZ/Kk9kEBASgadOsGez+++8/AICVlRWsrKwQEBAgL1cWJhegyid3F7pPWlTD7IOBRa6vnt27CTyW9G+Ib/66AwD41dsNOloaWHXqiUr1fdfNGT0b2eGvG2HYfjVEYZnVg5tg/A7/IsdM6vV5a0dsvlj8tWf1C1j/z1xfB6ExySrXmfN3j2+6OMHd0Rwt3y5dseFTN6SkZ+a74DsADPOojhoW+mhSLSu5dLVnt08iIqKKSuVE8fTp06URB1GJ+9rLCbrFbFF0tDSU/7ue7bvxXdm/g0zqWBfnH0ehWXUzrD/3tND6tDQ10KSaGRo7mMLCQAcu9sb4cttNUZn6/PJdrjUsoTFzVczyttptGd4cq08/wbKPG6HdsjMq15mzhVyqpSlvIQSyftwrKEkEsv5+O9R7t1agtbEuzn/TDka6Kv+vhIiIiMo4/t+dSEmZOb5la77NFCd0rIMJHetAEIQ8iaKOpgbSZJkK65JIJKIugjlVM9cvoYgpP7raGqhhYYAHEQklXndxxu1pa0owxL06pFoa+Pht19Cc2jlbo51zVhdRPW1NJKfLFC5b0cLRHNeCYtC9oV2RY1GWA/9eiYiIKiSVxyimpKRg6dKl6NatG9zc3NC0aVPRg0jdhnlUh42xNN+lAJSVe6xWzq//GhrirtW5u1p/0tyhyOfV1JCgplXJLB1AijlaGuKwTxtUzdVqN78UFm4/ML41lvbPf83AYxM/lP/7S89amN2rPqZ3q/duXGE+/hnfGv2bVcWGT/POQr1rVEvcm+MFOxPx6zOU8rdBIiIiUo7K3xo+//xzHD9+HP3790eLFi04FpHKnDm9XTGrZ/08yVx++jWtir03w0TbvFtWx9i2tXEtKEa+LTO/mW0UWNSvIfbdfC7aZmOcd0mD/NSyMsTTqCSly5NqBEGApoYEHjUtsOdGWOEHqFS3+HnDqqZoWNUUX78d35rT6sFN4KSgRVAZdW2MsOzjRgr3aWhIYKAgKezV2B6nHkSiZU3zIp2TiIiIKg+VE8XDhw/jyJEjaN26dWnEQ1QilE0SAaBNHcs8iaK1gnXqjJUch5V9ai1NCdLeriZQ394Yf4xwVzqm+X1ccTzwpdLlK6uWNc1x5WlM4QVzyf6BqyQWdxjTthbWnvlP4b5OLjYKtwPA1e86wMZYuVlNS4q2pkbW+odEREREhVC562mVKlVgZFS0X8CJyqKCxpTZm777Il/b2giTO9XFor6K1277Y0QL1LQ0wO7RHgCArZ+1gLWRFGuHNMVhnzYwN9BReNyJyZ7yf2cnqNZGujgztW2RluAg5eVsJZ7e1Tnf5VAKUtBPEisGNs533/tOEomIiIhUoXKiuHz5ckybNg3Pnj0rjXiIyoTsHtVVzfSx5bPm2D+2FQDAp0MdfNJC8djHNnWscGpqWzSvkdWtr4WjOa5+1wFdGxQ8oUhta0P4zeiI8e1qY++YVvLtNSwN0K2QYys7SYFpmhJyJIajPWsVr663ali+G1+ac0xgh7eT0BARERGVByonim5ubkhJSUHNmjVhZGQEc3Nz0YOoPNDJMVGIolaknGNv2zlZy9eNU5WyY3itjKSY6uXEGSRLSIsa5uiSY+mH/OgWshyEIt/3cMl3319feqBpNTP8NKCRKOkHgI3D3NDYwbTAuovSoklERERUGlQeozho0CA8f/4cCxYsgI2NDSezoXLpn/Gt0fV/5wGg0NklqWzq0dAOMUlpCvdZGulgzZBmaDH/BCITUvPsz/7UmtSxLm6FvMagFnlnqd0x0h2Ljz3E7dDX2PipG0b+fj1PmW4NxMmo29vW5L5N8y5tIZFIuN4gERERlRsqf2u5dOkSLl++jEaNFM+2R1Qe1LMzxpi2tWBrrAuv+jawMpIiSkFCQWVTHWtDrB7cFEM2XlG4P7tlzlhPW2GimM3KSIojE9oo3NeqtiX+qW2ZZ3vOn8YaO5ji9Zt0peMmIiIiKi9UbkpxdnZGcnJyacRC9F5N6+KMYa1qQKqlCb8ZHRG8qLu6QyIlaSjZk+GXwU1R18ZQ6XpV7flprKutUnl2LSUiIqLyQuVEcdGiRZgyZQrOnDmD6OhoxMfHix5EFYGVguUxqOxo62wFIP/JbAa7Z0045GRrhCM+ilsMVeVZN+ucPRvZY34fV3RrYKuwi2lBCpphl4iIiKgsUbnraZcuXQAAHTp0EG0XBAESiQQymaxkIiNSg7VDmuLy02j0bVJF3aFUKB81tsfft16UWH2TOtYtcH+bOlbyfyvb+liYrZ81R2pGJnS1NTHEvTqGuFdXuY7CYmEiSURERGWFyoni6dOn893n7+9frGCI1K1rA7tCl7OgvGpZGeC/qCQAwKyeLphzMFC0f0pnpxJNFHW1s2YrVSYH1NAomURRIpHIz1vSGlU1we2wOHzUmD9QEBERUdmgcqLo6ekpeh4XF4ft27dj48aNuH37NiZOnFhSsRFROeE7yRO1vjsCAEVeSqQ0/erdDImpGZj85+2CCxZhEKEqRxjrKR7TuHdMK8Qlp8PCkF2eiYiIqGwo8roAp06dwtChQ2FnZ4dVq1ahW7duuH497/TxRFTxFbfRrm/Tdy1pnVxsilWXT4c6ebZ1rp81ntBMPytR83SyylOmqGxUGM86s3s9NKpqguUfi2eN1tLUYJJIREREZYpKLYphYWHYunUrNm/ejKSkJAwYMADp6enYu3cvXFzyX4SaiEhZta0NcTzwpVJlBzZ3wPnHr0TbnGyM8i1/ZEIbnHsUhd4l2MVzsHt1PHyZCM+6eZfSyM3ORA//jP+gxM5NREREVFqUblHs1q0bXFxcEBgYiFWrVuHFixdYtWpVacZGRJVFEedw6a7ieFI7Ez0MbF6tRMca6mhpYGHfBujiyrGtREREVHEo3aLo6+sLHx8fjBkzBnXq5O3aRUSVl6S4M4vmOFyVYYKKzlucUDjnKBEREVEWpVsUz58/j4SEBLi5ucHd3R2rV69GVFRUacZGVCrsTHTVHQLlkt96iERERESkHkonih4eHtiwYQPCw8MxevRo7Nq1C1WqVEFmZiaOHz+OhISE0oyTqNi+7+GCr72c8NeYVuoOpcLzaV9b9Fy1VsISDoaIiIiIVKbyrKf6+vr4/PPPceHCBdy9exdTpkzBokWLYG1tjV69epVGjETF8udoD3zt5YThrWpgXLvaqGKqp+6QKrzJnZ3UHQIRERERFUORl8cAACcnJyxZsgRhYWHYuXNnScVEVKJaOJpjXLva0CyhhddJdcJ7HP1XnKuso1msj0QiIiKiCqNEvhVpamrio48+woEDB0qiOiKqAAylKq2+U6g5vepDU0OC+X1cS7TenD5qUgXNa5hhYkdO2EVERESVW8l+kyMiektQZWCiElrXtsTDH7tAqxRb/XS1NbHnS45hJSIiImI/KyIqdWYGOnm2NaxqorBsQfmlMkkiJ8MhIiIiKj4mikRUohTlaca62nm2/TOuNQa7VwMAjGlbq5SjIiIiIiJVsOspEZWKwjqeSiQSLOjTALN6ukCqpZlju+Ly+Y15vDO7M1LTM9F8/okiRkpEREREuTFRJConaloZ4GlUkrrDKBGm+u9aGHMmibl5t6yO2taGyBQE2JroKixjrKsNKN5FREREREXErqdE5YTvxA/VHUKJWTukmVLlNCTAsFY18FlrRxVq5yBFIiIiouJiiyJROWKgo4mkNJm6w5D72ssJHrUsAADdG9ohIi4FrlUUT1KTk55O/q2IRaWtKUG6TEDTaqYlXjcRERFRZVOhWhRr1KgBiUQienz77beiMiEhIejZsycMDAxgaWkJHx8fpKWlicrcvXsXnp6e0NPTQ5UqVTB37tw8U/2fPXsWzZo1g66uLmrWrIl169bliWfv3r1wcXGBVCqFi4sL9u/fX/IvmioNiUQC38me6g5DZFy72mhazQwA8Mvgptg7phU0NbJa9Ep4dYxC3fqhM65+1wHWxuyHSkRERFRcFa5Fce7cuRg1apT8uaGhofzfMpkM3bt3h5WVFS5cuIDo6GgMGzYMgiBg1apVAID4+Hh06tQJ7dq1g5+fHx49eoThw4fDwMAAU6ZMAQAEBQWhW7duGDVqFLZt24aLFy9i7NixsLKyQr9+/QAAly9fxsCBA/Hjjz+iT58+2L9/PwYMGIALFy7A3d39Pb4jVFFIAFQx1YNUSwOpGZnqDqdYSqNzqIFUCwb5THhDRERERKqpcN+qjIyMYGtrq3Cfr68vAgMDERoaCnt7ewDA8uXLMXz4cMyfPx/GxsbYvn07UlJSsHXrVkilUri6uuLRo0f46aefMHnyZEgkEqxbtw7VqlXDypUrAQD16tXD9evXsWzZMnmiuHLlSnTq1AnTp08HAEyfPh1nz57FypUrsXPnztJ/I4iIiIiIiIqoQnU9BYDFixfDwsICjRs3xvz580XdSi9fvgxXV1d5kggAXl5eSE1NxY0bN+RlPD09IZVKRWVevHiB4OBgeZnOnTuLzuvl5YXr168jPT29wDKXLl3KN/bU1FTEx8eLHkTZytpC8u6O5gXuFwpdIIOIiIiIyqoKlShOmDABu3btwunTpzF+/HisXLkSY8eOle+PiIiAjY2N6BgzMzPo6OggIiIi3zLZzwsrk5GRgVevXhVYJrsORRYuXAgTExP5w8HBQZWXTxVQznF+kjKWKfZsZF94ISIiIiIql8p8ojh79uw8E9Tkfly/fh0AMGnSJHh6eqJhw4YYOXIk1q1bh02bNiE6Olpen6Iv24IgiLbnLpM9kU1JlCnoy/706dMRFxcnf4SGhuZbloiIiIiIqLSU+TGK48ePxyeffFJgmRo1aijc3rJlSwDAkydPYGFhAVtbW1y9elVUJjY2Funp6fLWP1tb2zytfpGRkQBQaBktLS1YWFgUWCZ3K2NOUqlU1OWVSBE9Hc1yP5kNEREREZVtZb5F0dLSEs7OzgU+dHUVT4fv7+8PALCzswMAeHh4ICAgAOHh4fIyvr6+kEqlaNasmbzMuXPnRGMbfX19YW9vL09IPTw8cPz4cdG5fH194ebmBm1t7QLLtGrVqhjvBlU2Ggru0C3Dm7//QIqgqMtjfFDbsmQDISIiIiKVlflEUVmXL1/GihUrcOvWLQQFBeHPP//E6NGj0atXL1SrVg0A0LlzZ7i4uMDb2xv+/v44efIkpk6dilGjRsHY2BgAMHjwYEilUgwfPhwBAQHYv38/FixYIJ/xFAC+/PJLPHv2DJMnT8b9+/exefNmbNq0CVOnTpXHM2HCBPj6+mLx4sV48OABFi9ejBMnTmDixInv/b2h8quutRE8alqgV47xgE2qmWFM21pqjKr4FPXAvjajA/4c7YHWtS3RqlZWy/wnLaq958iIiIiICCgHXU+VJZVKsXv3bsyZMwepqamoXr06Ro0ahW+++UZeRlNTE4cPH8bYsWPRunVr6OnpYfDgwVi2bJm8jImJCY4fP45x48bBzc0NZmZmmDx5MiZPniwv4+joiCNHjmDSpEn45ZdfYG9vj59//lm+NAYAtGrVCrt27cLMmTPx/fffo1atWti9ezfXUCSVaGhIsPOLluoO472wNtKFtVFW74BtI9wRn5IOU30dNUdFREREVDlVmESxadOmuHLlSqHlqlWrhkOHDhVYpkGDBjh37lyBZTw9PXHz5s0Cy/Tv3x/9+/cvNCYiVRW1W6ey6tsb496L4i3PUpwQNTQkTBKJiIiI1KjCdD0lopJjbcRJlYiIiIgqMyaKRFQ6CmhSlKBsrQlJRERERGJMFInKIaFYHTuLrrqFvvzfBSwJSkRERETlHBNFIspDkk8WuDnH0hzFGSdZLUfCSURERERlDxNFIlJaLStDpcsW1OppoqddEuEQERERUSlhokhUHqmn56kIu54SERERVVxMFInKoTKQJ5b6Eh1EREREpD5MFIkIADC7p4u6QyAiIiKiMoKJIlE5JJRCc15+E9jkX77g/WxxJCIiIiq/mCgSlUPlIQmzNJSqOwQiIiIiKiImikQEQPnJaZpWMwUAdHKxKbDcls+aw626GXaOalnMyIiIiIjofdNSdwBEVDYo20r515etkJIhg75OwR8f9eyM8deYViUQGRERERG9b2xRJCKF6lgrXjNRQ0NSaJJIREREROUbE0Wicqg0hihyXUQiIiIiysZEkagcKo3JbAqrc7B7tZI/KRERERGVSew/RlQOOVoZvNfzXZneATbGnMWUiIiIqLJgiyJROTSouUOJ15mz62nuXqi2Jroqr7OYW/9mVQEAo9o4FqseIiIiIip9bFEkKoe0NDWgp62J5HRZidVZ2mszLuzbAEPcq6FhVdPSPRERERERFRtbFIkoDwtDnRKvU1tTA02qmUFTg7PmEBEREZV1TBSJSG69dzO0d7bGtC7O6g6FiIiIiNSIXU+JyqmSXs5CIgG86tvCq75tyVZMREREROUOWxSJCEDpj1EkIiIiovKDiSJRBfZDDxd1h0BERERE5RATRaIKqlsDW3z+gSO6N7BTqnxJd2UlIiIiovKLiSJROVVYXudZ1woAIEC5PqW5u57O6F4PANc9JCIiIqqMOJkNUQVV3DGHbZ2sETDHC4ZSfkwQERERVTZsUSSq4JRNGBV1PWWSSERERFQ5MVEkIiIiIiIiESaKRBUcl70gIiIiIlUxUSQqpyRKTlOq7GQ2RERERETZmCgSERERERGRCBNFokqmnp2xwu3sokpERERE2ZgoElUyVUz15P+2N9FVYyREREREVFYxUSQqpwoboZjdQFhQS+Gl6R3e1afckEciIiIiqgSYKBJVcMr2KGXXUyIiIiLKxkSRqLxiCyARERERlRImikQVnLIthex6SkRERETZmCgSVXCNqpqoOwQiIiIiKmeYKBJVcF941sy1hYMRiYiIiKhgTBSJKjipliZaOJqrOwwiIiIiKkeYKBKVU4Uuj5FvwyEHIxIRERFRwZgoEhERERERkQgTRaJKh2MUiYiIiKhgTBSJKoH+zaoCAFyrGKs5EiIiIiIqD8pNojh//ny0atUK+vr6MDU1VVgmJCQEPXv2hIGBASwtLeHj44O0tDRRmbt378LT0xN6enqoUqUK5s6dCyHXYK6zZ8+iWbNm0NXVRc2aNbFu3bo859q7dy9cXFwglUrh4uKC/fv35ymzZs0aODo6QldXF82aNcP58+eL/gYQ5aJKu+DHzari73Gt8edoj1KLh4iIiIgqjnKTKKalpeHjjz/GmDFjFO6XyWTo3r07kpKScOHCBezatQt79+7FlClT5GXi4+PRqVMn2Nvbw8/PD6tWrcKyZcvw008/ycsEBQWhW7duaNOmDfz9/fHdd9/Bx8cHe/fulZe5fPkyBg4cCG9vb9y+fRve3t4YMGAArl69Ki+ze/duTJw4ETNmzIC/vz/atGmDrl27IiQkpBTeHaqUVMgUJRIJGjuYQl9HK8++KqZ6AIB2TtYlFRkRERERlXMSIXdzWhm3detWTJw4Ea9fvxZt//fff9GjRw+EhobC3t4eALBr1y4MHz4ckZGRMDY2xtq1azF9+nS8fPkSUqkUALBo0SKsWrUKYWFhkEgkmDZtGg4cOID79+/L6/7yyy9x+/ZtXL58GQAwcOBAxMfH499//5WX6dKlC8zMzLBz504AgLu7O5o2bYq1a9fKy9SrVw8fffQRFi5cqNRrjY+Ph4mJCeLi4mBszC6DJNZg1jEkpGbku39BnwYY7F4tz/aRv/nhxP1IAEDwou5IzZAhPjkDVkbSUouViIiIiIrnfecG5aZFsTCXL1+Gq6urPEkEAC8vL6SmpuLGjRvyMp6envIkMbvMixcvEBwcLC/TuXNnUd1eXl64fv060tPTCyxz6dIlAFmtnzdu3MhTpnPnzvIyiqSmpiI+Pl70IMpPSf3CI9XSZJJIRERERCIVJlGMiIiAjY2NaJuZmRl0dHQQERGRb5ns54WVycjIwKtXrwosk13Hq1evIJPJCiyjyMKFC2FiYiJ/ODg4KPXaiRQROLspERERERWRWhPF2bNnQyKRFPi4fv260vVJJHkXEhcEQbQ9d5nsnrclUSb3NmXK5DR9+nTExcXJH6GhofmWJSpqr/Hy1dmciIiIiNQh78wW79H48ePxySefFFimRo0aStVla2srmkwGAGJjY5Geni5v2bO1tc3TohcZmTVWq7AyWlpasLCwKLBMdh2WlpbQ1NQssIwiUqlU1C2WqCAta1rg5INIdYdBRERERBWQWlsULS0t4ezsXOBDV1dXqbo8PDwQEBCA8PBw+TZfX19IpVI0a9ZMXubcuXOiJTN8fX1hb28vT0g9PDxw/PhxUd2+vr5wc3ODtrZ2gWVatWoFANDR0UGzZs3ylDl+/Li8DFFxLfu4Eaqa6cGtuplKxxXQqE1EREREBKAcjVEMCQnBrVu3EBISAplMhlu3buHWrVtITEwEkDVRjIuLC7y9veHv74+TJ09i6tSpGDVqlHxWoMGDB0MqlWL48OEICAjA/v37sWDBAkyePFneJfTLL7/Es2fPMHnyZNy/fx+bN2/Gpk2bMHXqVHksEyZMgK+vLxYvXowHDx5g8eLFOHHiBCZOnCgvM3nyZGzcuBGbN2/G/fv3MWnSJISEhODLL798f28aVWhmBjq4MK09/hrDHx+IiIiIqGSpteupKn744Qf89ttv8udNmjQBAJw+fRpt27aFpqYmDh8+jLFjx6J169bQ09PD4MGDsWzZMvkxJiYmOH78OMaNGwc3NzeYmZlh8uTJmDx5sryMo6Mjjhw5gkmTJuGXX36Bvb09fv75Z/Tr109eplWrVti1axdmzpyJ77//HrVq1cLu3bvh7u4uLzNw4EBER0dj7ty5CA8Ph6urK44cOYLq1auX5ttEJNc2n3UROUaRiIiIiApT7tZRrEy4jiIpq8a3h/NsC17UXWHZEVv95GMb8ytDRERERGUL11EkIiIiIiIitWKiSFTJcDIbIiIiIioME0WiSoadzYmIiIioMEwUiYiIiIiISISJIhEREREREYkwUSSqZNjzlIiIiIgKw0SRiIiIiIiIRJgoElUynPSUiIiIiArDRJGIiIiIiIhEmCgSVTIco0hEREREhWGiSERERERERCJMFImIiIiIiEiEiSIRERERERGJMFEkIiIiIiIiESaKREREREREJMJEkYiIiIiIiESYKBIREREREZEIE0WiCsBET1vdIRARERFRBcJEkagC2DumFQa4VVV3GERERERUQTBRJKoAalsbYkn/RuoOg4iIiIgqCCaKREREREREJMJEkaiSEQRB3SEQERERURnHRJGIiIiIiIhEmCgSERERERGRCBNFogqkZU1zAED3BnZqjoSIiIiIyjMtdQdARCVnvbcbTt5/ic71bdUdChERERGVY0wUiSoQEz1t9G3K9RSJiIiIqHjY9ZSIiIiIiIhEmCgSVTJ2pnrqDoGIiIiIyjh2PSWqZKZ5OSMxJQP9mrGLKhEREREpxkSRqJIx0dfGz4OaqDsMIiIiIirD2PWUiIiIiIiIRJgoEhERERERkQgTRSIiIiIiIhJhokhEREREREQiTBSJiIiIiIhIhIkiERERERERiTBRJCIiIiIiIhEmikRERERERCTCRJGIiIiIiIhEmCgSERERERGRCBNFIiIiIiIiEtFSdwCUP0EQAADx8fFqjoSIiIiIiNQpOyfIzhFKGxPFMiwhIQEA4ODgoOZIiIiIiIioLEhISICJiUmpn0civK+UlFSWmZmJFy9ewMjICBKJRLQvPj4eDg4OCA0NhbGxsZoiJHXgta+8eO0rL177yonXvfLita+8Crr2giAgISEB9vb20NAo/RGEbFEswzQ0NFC1atUCyxgbG/MDpJLita+8eO0rL177yonXvfLita+88rv276MlMRsnsyEiIiIiIiIRJopEREREREQkwkSxnJJKpZg1axakUqm6Q6H3jNe+8uK1r7x47SsnXvfKi9e+8ipL156T2RAREREREZEIWxSJiIiIiIhIhIkiERERERERiTBRJCIiIiIiIhEmikRERERERCTCRPE9WbNmDRwdHaGrq4tmzZrh/PnzBZY/e/YsmjVrBl1dXdSsWRPr1q3LU2bv3r1wcXGBVCqFi4sL9u/fn6fM8+fPMXToUFhYWEBfXx+NGzfGjRs35PsFQcDs2bNhb28PPT09tG3bFvfu3Sv+Cya5snrthw8fDolEInq0bNmy+C+YAKjnuteoUSPPNZVIJBg3bpy8DO/50ldWrz3v+dKnjmufkZGBmTNnwtHREXp6eqhZsybmzp2LzMxMeRne96WvrF573velTx3XPiEhARMnTkT16tWhp6eHVq1awc/PT1SmRO57gUrdrl27BG1tbWHDhg1CYGCgMGHCBMHAwEB49uyZwvJPnz4V9PX1hQkTJgiBgYHChg0bBG1tbeGvv/6Sl7l06ZKgqakpLFiwQLh//76wYMECQUtLS7hy5Yq8TExMjFC9enVh+PDhwtWrV4WgoCDhxIkTwpMnT+RlFi1aJBgZGQl79+4V7t69KwwcOFCws7MT4uPjS+8NqUTK8rUfNmyY0KVLFyE8PFz+iI6OLr03oxJR13WPjIwUXc/jx48LAITTp0/Ly/CeL11l+drzni9d6rr28+bNEywsLIRDhw4JQUFBwp49ewRDQ0Nh5cqV8jK870tXWb72vO9Ll7qu/YABAwQXFxfh7NmzwuPHj4VZs2YJxsbGQlhYmLxMSdz3TBTfgxYtWghffvmlaJuzs7Pw7bffKiz/zTffCM7OzqJto0ePFlq2bCl/PmDAAKFLly6iMl5eXsInn3wifz5t2jThgw8+yDeuzMxMwdbWVli0aJF8W0pKimBiYiKsW7eu8BdGhSqr114Qsv7n0bt3b2VeBqlIXdc9twkTJgi1atUSMjMzBUHgPf8+lNVrLwi850ubuq599+7dhc8//1xUpm/fvsLQoUMFQeB9/z6U1WsvCLzvS5s6rv2bN28ETU1N4dChQ6IyjRo1EmbMmCEIQsnd9+x6WsrS0tJw48YNdO7cWbS9c+fOuHTpksJjLl++nKe8l5cXrl+/jvT09ALL5KzzwIEDcHNzw8cffwxra2s0adIEGzZskO8PCgpCRESEqB6pVApPT898YyPlleVrn+3MmTOwtrZG3bp1MWrUKERGRhbptdI76rzuuePYtm0bPv/8c0gkEgC850tbWb722XjPlw51XvsPPvgAJ0+exKNHjwAAt2/fxoULF9CtWzcAvO9LW1m+9tl435cOdV37jIwMyGQy6Orqisro6enhwoULAEruvmeiWMpevXoFmUwGGxsb0XYbGxtEREQoPCYiIkJh+YyMDLx69arAMjnrfPr0KdauXYs6derg2LFj+PLLL+Hj44Pff/9dXkf2ccrGRsory9ceALp27Yrt27fj1KlTWL58Ofz8/NC+fXukpqYW63VXduq87jn9/fffeP36NYYPHy46T/ZxytZDyivL1x7gPV+a1Hntp02bhkGDBsHZ2Rna2tpo0qQJJk6ciEGDBsnryD5O2dhIeWX52gO870uTuq69kZERPDw88OOPP+LFixeQyWTYtm0brl69ivDwcHkd2ccpG5siWkqXpGLJ/auuIAh5thVWPvf2wurMzMyEm5sbFixYAABo0qQJ7t27h7Vr1+LTTz8tcmykmrJ67QcOHCgv7+rqCjc3N1SvXh2HDx9G3759VXmJpIA6rntOmzZtQteuXWFvb1/s2Eg1ZfXa854vfeq49rt378a2bduwY8cO1K9fH7du3cLEiRNhb2+PYcOGFTk2Uk1Zvfa870ufOq79H3/8gc8//xxVqlSBpqYmmjZtisGDB+PmzZvFii03tiiWMktLS2hqaubJ3iMjI/Nk+dlsbW0VltfS0oKFhUWBZXLWaWdnBxcXF1GZevXqISQkRF4HAJViI+WV5WuviJ2dHapXr47Hjx8X/uIoX+q87tmePXuGEydOYOTIkXnOA/CeLy1l+dorwnu+5Kjz2n/99df49ttv8cknn6BBgwbw9vbGpEmTsHDhQnkdAO/70lKWr70ivO9Ljjqvfa1atXD27FkkJiYiNDQU165dQ3p6OhwdHeV1AMW/75koljIdHR00a9YMx48fF20/fvw4WrVqpfAYDw+PPOV9fX3h5uYGbW3tAsvkrLN169Z4+PChqMyjR49QvXp1AICjoyNsbW1F9aSlpeHs2bP5xkbKK8vXXpHo6GiEhobCzs6u8BdH+VLndc+2ZcsWWFtbo3v37qLtvOdLV1m+9orwni856rz2b968gYaG+OucpqamfIkE3velqyxfe0V435ecsvCZb2BgADs7O8TGxuLYsWPo3bs3gBK875We9oaKLHvq3E2bNgmBgYHCxIkTBQMDAyE4OFgQBEH49ttvBW9vb3n57KlzJ02aJAQGBgqbNm3KM3XuxYsXBU1NTWHRokXC/fv3hUWLFuWZOvfatWuClpaWMH/+fOHx48fC9u3bBX19fWHbtm3yMosWLRJMTEyEffv2CXfv3hUGDRrEKbNLUFm99gkJCcKUKVOES5cuCUFBQcLp06cFDw8PoUqVKrz2JUBd110QBEEmkwnVqlUTpv2/vTsPqqr8/wD+viCbLOJFAQUvm3qvK4u53VEuqCDOkBsauRRqSkw4Cjn0ldDYwgxL0dEEK8XM0imXcRmvooRiY8C4FKahoGQp5Jig0lUUeH5/EGc6goQKov3er5n7x3nO5z7LOXOUz3nOee7//tdk33jNt63n9dzzmm977XXuw8LChJOTk/QTCTt37hRdunQR77zzjhTD675tPa/nntd922uvc6/X68WBAwfEpUuXxKFDh4Snp6cYMmSIuH//vhTTGtc9E8VnZN26dcLFxUWYmpoKHx8fcfToUWlfWFiY0Ol0svicnBzh7e0tTE1Nhaurq1i/fn2jOr/55huhVquFiYmJ0Gg0YseOHY1i9u7dK/r37y/MzMyERqMRGzZskO2vq6sT8fHxwtHRUZiZmQlfX19RWFjYOoMmIcTzee4NBoMIDAwUXbt2FSYmJkKlUomwsDBx5cqV1hv4/3Ptdd4PHjwoAIiioqIm+8Vrvu09j+ee1/yz0R7n/vbt22LhwoVCpVIJc3Nz4e7uLuLi4kR1dbUUw+u+7T2P557X/bPRHud++/btwt3dXZiamgpHR0cRGRkpKisrZTGtcd0rhPj7DUoiIiIiIiIi8B1FIiIiIiIieggTRSIiIiIiIpJhokhEREREREQyTBSJiIiIiIhIhokiERERERERyTBRJCIiIiIiIhkmikRERERERCTDRJGIiIiIiNrMhg0b4OfnBxsbGygUClRWVv7rd+7cuYOoqCi4uLjAwsICWq0WBQUFjeLOnz+P8ePHo1OnTrC2tsawYcNw5coVWcyJEycwatQoWFpawtbWFn5+frh79660/9SpUwgICICtrS3s7OwQHh6OqqqqJvv1559/wtnZudE4ioqK4O/vDwcHB5ibm8Pd3R1LlizBgwcPWnaQHiKEwLhx46BQKLB79+4nquNpMVEkIiJ6DAkJCfDy8mq39pcuXYrw8PB2abu6uhoqlQonT55sl/aJ6Pnl5+eHzMzMJvcZDAYEBQXh3XffbXF9c+fORVZWFrZs2YLCwkIEBgZizJgxuHr1qhRTUlKCESNGQKPRICcnBz/++COWLl0Kc3NzKebEiRMICgpCYGAg8vPzUVBQgPnz58PIqD4NunbtGsaMGYOePXsiLy8Per0eP//8M2bNmtVkv9544w0MHDiwUbmJiQlef/11HDp0CEVFRUhLS8Onn36K+Pj4Fo/5n9LS0qBQKJ7ou61GEBERkRBCCADNfsLCwsSdO3fEjRs32qV/5eXlwtraWly+fFkq0+l0YuHChY1id+3aJRr+m9fpdM2Oy8XFRQghRFlZmZg/f75wc3MTpqamwtnZWQQHB4vDhw9L9a5evVqMHj26LYdJRC8gnU4nNm3a1GzMd999JwCIioqKZuMMBoMwNjYW+/btk5V7enqKuLg4aTs0NFTMnDmz2bqGDh0qlixZ8sj9GRkZwt7eXtTW1kplp0+fFgDExYsXZbGffPKJ0Ol04siRIy0aR3R0tBgxYoSsbM+ePcLHx0eYmZkJNzc3kZCQIB48eCCLOXPmjHB2dhZlZWUCgNi1a1ez7bQVzigSERH9raysTPqkpaXBxsZGVrZ69WpYWVnBzs6uXfr3+eefY/jw4XB1dX2s7+3cuVMaQ35+PgDg8OHDUllBQQFKS0sxaNAgZGdnIzU1FYWFhdDr9fD390dkZKRU14wZM5Cbm4vz58+35tCIiCQ1NTWora2VzQwCgIWFBY4fPw4AqKurw/79+9G7d2+MHTsW9vb2GDp0qOwxzevXryMvLw/29vbQarVwcHCATqeT6gDqn5QwNTWVZhgb2gEgizt37hySkpLwxRdfyGIfpbi4GHq9HjqdTio7ePAgZs6ciQULFuDcuXPIyMhAZmYmUlJSpBiDwYBp06Zh7dq1cHR0bOERaxtMFImIiP7m6OgofTp16gSFQtGo7OFHT2fNmoWJEydi2bJlcHBwgK2tLRITE1FTU4OYmBgolUo4Oztj48aNsrauXr2K0NBQdO7cGXZ2dpgwYQJKS0ub7d+2bdswfvz4xx6XUqmUxtC1a1cAgJ2dnazsrbfegkKhQH5+PqZMmYLevXujX79+ePvtt/HDDz9IddnZ2UGr1eLrr79+7H4QEbWEtbU1hg8fjuTkZFy7dg21tbX48ssvkZeXh7KyMgD1SWBVVRWWL1+OoKAgHDp0CJMmTcLkyZNx9OhRAMClS5cA1L8yMG/ePOj1evj4+GD06NG4ePEiAGDUqFEoLy/HihUrcP/+fVRUVEiPyDa0VV1djWnTpmHFihVQqVTN9l2r1cLc3By9evXCyJEjkZSUJO1LSUnB4sWLERYWBnd3dwQEBCA5ORkZGRlSTHR0NLRaLSZMmNBKR/PJMVEkIiJ6StnZ2bh27RqOHTuGlStXIiEhAcHBwejcuTPy8vIQERGBiIgI/PbbbwDq7xj7+/vDysoKx44dw/Hjx2FlZYWgoCDcv3+/yTYqKipw9uxZvPTSS63e/5s3b0Kv1yMyMhKWlpaN9tva2sq2hwwZgtzc3FbvBxG9OJYtWwYrKyvpk5ubi4iIiEZlT2rLli0QQsDJyQlmZmZYs2YNpk+fDmNjYwD1M4oAMGHCBERHR8PLywuLFy9GcHAw0tPTZTFvvvkmZs+eDW9vb6xatQpqtVq6edevXz9s3rwZH3/8MTp27AhHR0e4u7vDwcFBais2NhZ9+vTBzJkz/7Xf27dvx6lTp/DVV19h//79+Oijj6R9J0+eRFJSkuwYzZs3D2VlZTAYDNizZw+ys7ORlpb2xMetNXVo7w4QERG96JRKJdasWQMjIyOo1WqkpqbCYDBId6VjY2OxfPlyfP/993j11Vexbds2GBkZ4bPPPpMWK9i0aRNsbW2Rk5ODwMDARm38+uuvEEKge/furd7/4uJiCCGg0WhaFO/k5PSvs59E9N8WERGBV155RdqeMWMGQkJCMHnyZKnMycnpiev38PDA0aNH8ddff+H27dvo1q0bQkND4ebmBgDo0qULOnTogL59+8q+16dPH+mR0W7dugFAkzH/XBl1+vTpmD59Ov744w9YWlpCoVBg5cqVUlvZ2dkoLCzEt99+C6B+RdKGPsTFxSExMVGqq0ePHlKbtbW1CA8Px6JFi2BsbIy6ujokJibKjlEDc3NzZGdno6SkpNHNuZCQEIwcORI5OTmPdQyfFhNFIiKip9SvXz/ZOysODg7o37+/tG1sbAw7Oztcv34dQP1d5eLiYlhbW8vquXfvHkpKSppso2Ep94ff2WkNDX/0tHSFPQsLCxgMhlbvBxG9OJRKJZRKpbRtYWEBe3t79OzZs1XbsbS0hKWlJSoqKnDw4EGkpqYCAExNTTF48GAUFRXJ4i9cuAAXFxcAgKurK7p3795kzLhx4xq15eDgAADYuHEjzM3NERAQAADYsWOH7Oc0CgoKMGfOHOTm5sLDw+ORfRdC4MGDB9K/sT4+PigqKnrkMVq8eDHmzp0rKxswYABWrVqFl19++ZHttBUmikRERE/JxMREtq1QKJosa3gMqq6uDoMGDcLWrVsb1dXwDuHDunTpAqD+EdR/xtjY2ODWrVuN4isrK2FjY9Oi/vfq1QsKhQLnz5/HxIkT/zX+5s2bj+wnEdHDysvLUV5ejuLiYgBAYWEhrK2toVKppGRz9OjRmDRpEubPnw+gfuEXIQTUajWKi4sRExMDtVqN2bNnS/XGxMQgNDQUvr6+8Pf3h16vx969e6WZN4VCgZiYGMTHx8PT0xNeXl7YvHkzfvnlF2l2EADWrl0LrVYLKysrZGVlISYmBsuXL5dm9h5OBm/cuAGgfmayIWbr1q0wMTHBgAEDYGZmhpMnTyI2NhahoaHo0KE+5XrvvfcQHByMHj16YOrUqTAyMsJPP/2EwsJCvP/++9J74w9TqVTS7OazxESRiIjoGfPx8cH27dthb2/f4mTOw8MDNjY2OHfuHHr37i2VazQaHDhwoFF8QUEB1Gp1i+pWKpUYO3Ys1q1bhwULFjR6T7GyslL2KNTZs2fh7e3dorqJiNLT02WPZ/r6+gKof+S+4fcKS0pKpAQMAG7duoXY2Fj8/vvvUCqVCAkJQUpKiuwm3KRJk5Ceno4PPvgACxYsgFqtxo4dOzBixAgpJioqCvfu3UN0dDRu3rwJT09PZGVlyZK//Px8xMfHo6qqChqNBhkZGXjttdcea4wdOnTAhx9+iAsXLkAIARcXF0RGRiI6OlqKGTt2LPbt24ekpCSkpqbCxMQEGo2m0Szi80IhGuZCiYiISJKZmYmoqChUVlbKyhMSErB7926cOXMGQP2qp5WVlbIl2f38/ODl5SVbkMDV1RVRUVGIioqCwWCAl5cXnJyckJSUBGdnZ1y5cgU7d+5ETEwMnJ2dm+xTSEgI3NzcZIsjlJaWom/fvpg9ezbCw8NhYWGBrKwsLFq0CFu2bMHUqVNldZSWlsLNzQ2nT5+Wrd56+fJlaLVaKJVKJCUlYeDAgaipqUFWVhbWr18v+zkMV1dXJCcnP/YfUkRE9OLgqqdERETPWMeOHXHs2DGoVCpMnjwZffr0wZw5c3D37t1mZxjDw8Oxbds26RFWoD5py83NRUlJCQIDAzF48GBkZmYiMzOzUZLYHDc3N5w6dQr+/v5YtGgR+vfvj4CAABw5cgTr16+X4k6cOIFbt25hypQpTzZ4IiJ6IXBGkYiI6AUhhMCwYcMQFRWFadOmtUsfpk6dCm9vb2lFVyIi+m/ijCIREdELQqFQYMOGDaipqWmX9qurq+Hp6Sl754aIiP6bOKNIREREREREMpxRJCIiIiIiIhkmikRERERERCTDRJGIiIiIiIhkmCgSERERERGRDBNFIiIiIiIikmGiSERERERERDJMFImIiIiIiEiGiSIRERERERHJMFEkIiIiIiIimf8DRKm4nsOUzzYAAAAASUVORK5CYII=", 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ECRNw5MgRlbNvtmnTBtu2bcOiRYtw4cIFpKenF3pdclJ1fUtjvNE///yDGjVqoG/fvpLr1aJFC1haWub5dblZs2Zo1KhRnjK6dOkCa2trSRnZY21OnToFADhx4gQMDAzQr18/yfHDhw8vUl3lcjn27t2L27dvY82aNRg6dCiioqKwePFiNG7cWGzlPX/+PF68eIFRo0bleQ306NEDly9fRlJSkspzNGjQAEZGRpg5cyY2btyI27dv51ufLl26QE9PT7zfuHFjAEDPnj0l3fOyt+d8feZ26NAhAMDEiROLdC1yql+/Pm7cuIFTp05hwYIF6NatGy5fvoxJkybBxcUFKSkp+R5bFu89APj999/RoUMH6OvrQ0NDA5qamti8ebPkffOmwsLCYG5uXmrlldS9e/cQFhYGDw8PSVdffX19DBo0CBcuXMDLly9L/byFfSYMGjRIEl/U90VSUhIuX76c72dkSaSkpOD48eMYOHAgdHV1Jefv1asXUlJScOHCBckxuT8nslvhsl9r58+fR3x8PCZMmJCn23lOn376KQCIYwKBrB4lTZs2FVuj582bh4yMDMm40fwsWrQIn376Kbp06YJevXrB29sby5Ytw+nTp4vcvTq/+hb0OHKaMmWKyv9vC5ogKykpCb1790ZKSgoOHTqUZ/IdTU1N1KhRo0QzAhOVFY6qJqoiGjdurHJiBYVCgdDQ0AKPjY6Ohq2tbZ7tFhYWKuNNTEzybJPL5ZKuP/Xr15d8ef36668l42UsLS3zlGFpaYm0tDQkJiZCoVDAy8sL33//PWbOnAlXV1cYGRlBTU0NY8eOlZxr1qxZ0NPTw86dO7Fx40axO9zy5cvFa7J7924sWrQIP/30E+bOnQt9fX0MHDgQK1asUFmX3PK7vm/q2bNniI2NhZaWlsr9z58/l9xXNRbu2bNn2L9/PzQ1NQssIzo6WuVzWpTHn1Pjxo3F5EsQBKxduxZeXl6YO3cufvvtNzx79gxA1iQ3+Xnx4oUkycumUChw6tQpLF68GF999RViYmJgZWUFT09PzJkzR/IYjY2NJcdmX8P8theUsEVFRUFdXb3Y1yKbmpoaOnXqJH7xTUpKwpgxY7B7925s2bIFEyZMUHlcWbz3/vzzTwwePBgffPABPv/8c1haWkJDQwMbNmzAli1bSvLwVEpOTlZZzzp16iAwMLDUzlOY7O7jqt4b1tbWUCqViImJga6ubqmet7DPhNz1Ker7QiaTQalU5vsZWRLR0dHIyMiAt7c3vL29Vcbk/qzJ/VqTy+UAIL7WssdQ16pVq8BzW1hYYMiQIfjhhx/w5Zdf4tatWzhz5gx++OGHEj0WVUaOHIkZM2bgwoULGDhwYL5x2Y9J1Wfhixcv8nx25KdWrVoqn/v8uo1mZGTg/fffx/3793H69GnUrl1bZZy2tnaRutASvS1MFIkIJiYm4peYnIo6yYkq+/fvR2pqqng/97TxqsqOiIiAlpaWOFnKzp078eGHH2LJkiWSuOfPn0t+jdXQ0ICXlxe8vLwQGxuLY8eO4auvvoK7uztCQ0Ohq6sLU1NTrF27FmvXrkVISAj27duHL7/8EpGRkTh8+HCJH+ebMjU1hYmJSb51yD1Fv6pfvE1NTdGsWTMsXrxYZRnZ197ExASXLl3Ks/9NnmeZTIZp06Zh4cKF4vgeU1NTAFnr0uU3Ti2/RAgAmjZtCh8fHwiCgP/++w/btm3DwoULoaOjI1lqojSZmZkhMzMTERERpbJUh56eHmbNmoXdu3cXOO6pLN57O3fuhK2tLXbv3i15veR8P5YGU1NTvHjxIs92d3d3eHt748KFC0Uap6itra2ybs+fPxdfSwXJ/vIfHh6eZ19YWBjU1NRgZGRUaDmlLfd7tajvi+wZUvP7jMwpu8Ux9/XLPfbayMgI6urq8PDwyLfVXNUPFgXJnq045yRT+ZkyZQp27NiBv//+G4cPH0aNGjUwYsSIYp2vKHJPHpVb06ZNAQA3b96UtOJnZGTg7t27+bbkv6lPPvkEx48fx8GDB9G8efN842JiYor0mid6W9j1lIjg6uqKgICAPN38fHx8Slxm06ZN4ezsLN5yJ4p//vmnpIUnISEB+/fvR8eOHaGurg4g64tW9q/Y2Q4cOFBg15waNWrg/fffx8SJE/HixQuVE5HUqVMHkyZNgpubG65du1bix1gcuVt9svXp0wfR0dHIzMyUXK/sW1HW1OrTpw8CAgJQv359lWVkX/suXbogISEhzyyev/zyS5Eeg6ov4kDWl/H4+HjxPB06dECNGjVw+/ZtlfVxdnbOtwU1J5lMhubNm2PNmjWoUaNGmT5X2d10N2zYUOxj87su2d08C1pbryzeezKZTFw0PltERESpz3pqb2+Px48f59k+bdo06OnpYcKECYiLi8uzXxAEyeySNjY2+O+//yQx9+/fzzPDZu4WrWx2dnaoWbMmfvnlF8mERUlJSdizZ484E2p5K+r7Qk9PD23atMn3MzInCwsLaGtr57l+uZ9rXV1ddOnSBf7+/mjWrJnKc6tqrS5I+/btoVAosHHjxkIninJyckL79u2xfPly7Nq1C6NHj1bZo6Cktm/fDqDwpYratm0LKyurPLPE/vHHH0hMTJTMxlta5syZg61bt4oTqOUnLCwMKSkpebqhE5UntigSEaZOnYotW7agZ8+eWLhwISwsLPDLL7/g7t27AAr/lbYk1NXV4ebmBi8vLyiVSixfvhzx8fGS2ff69OmDbdu2wd7eHs2aNcPVq1excuXKPF2d+vbtK65pZmZmhuDgYKxduxZ169ZFw4YNERcXhy5dumD48OGwt7eHgYEBLl++jMOHD5fJFwNVmjZtij///BMbNmyAk5MT1NTU4OzsjKFDh2LXrl3o1asXpkyZgjZt2kBTUxNPnjzBiRMn0L9//wK7UgFZ08wfPXoU7du3x+TJk2FnZ4eUlBQEBQXh4MGD2LhxI2rVqoUPP/wQa9aswYcffojFixejYcOGOHjwII4cOVKkx/DJJ58gNjYWgwYNgqOjI9TV1XH37l2sWbMGampqmDlzJoCssWHe3t4YNWoUXrx4gffffx/m5uaIiorCjRs3EBUVlW9C9s8//2D9+vUYMGAA6tWrB0EQ8OeffyI2NhZubm7Fu+jF0LFjR3h4eGDRokV49uwZ+vTpA7lcDn9/f+jq6uKzzz7L99gmTZqga9eu6NmzJ+rXr4+UlBRcvHgRq1evhoWFBcaMGZPvsWXx3steQmXChAl4//33ERoaim+++QZWVlZ48OBBscvLT+fOnbFlyxbcv39fMm7W1tYWPj4+GDJkCFq0aIFJkyaJ60fevn0bW7ZsgSAI4uvaw8MDI0eOxIQJEzBo0CAEBwdjxYoVedbXrF+/PnR0dLBr1y40btwY+vr6sLa2hrW1NVasWIERI0agT58+GDduHFJTU7Fy5UrExsZi2bJlpfaY30Rx3hfffPMNevToATc3N0yfPh2ZmZlYvnw59PT0JK24MpkMI0eOxJYtW1C/fn00b94cly5dUvnjz//+9z+888476NixIz799FPY2NggISEBDx8+xP79+/Hvv/8W+/GsXr0aY8eORbdu3eDp6QkLCws8fPgQN27cwLp16yTxU6ZMEZclyd0Ve+HChVi4cCGOHz9e4DjFM2fOYPHixRg4cCDq1asnjvf78ccf8e6770rGcAYHB6N+/foYNWoUNm/eDCDr/50VK1bAw8MD48aNw7Bhw/DgwQN88cUXcHNzQ48ePYp1DQrz+++/Y/HixXj//ffRqFEjyThQuVwuWVc1e1+XLl1KtQ5Eb6QcJ9IholJQ2Gx9qmbbVDXLYEBAgNCtWzdBW1tbMDY2FsaMGSNs375dACDcuHFDjHN1dRWaNGmS5zy5Z5HMT/asccuXLxcWLFgg1KpVS9DS0hJatmwpHDlyRBIbExMjjBkzRjA3Nxd0dXWFd955Rzhz5kye2RBXr14ttG/fXjA1NRW0tLSEOnXqCGPGjBGCgoIEQciarXP8+PFCs2bNBENDQ0FHR0ews7MTvv76ayEpKanA+hZ2fYs66+mLFy+E999/X6hRo4Ygk8kkMxemp6cLq1atEpo3by5oa2sL+vr6gr29vTBu3DjhwYMHYlzdunWF3r17q6xHVFSUMHnyZMHW1lbQ1NQUjI2NBScnJ2H27NmSmUGfPHkiDBo0SNDX1xcMDAyEQYMGCefPny/SrKdHjhwRPv74Y8HBwUFQKBSChoaGYGVlJbz33nviTIg5nTp1Sujdu7dgbGwsaGpqCjVr1hR69+4tmXEy97W6e/euMGzYMKF+/fqCjo6OoFAohDZt2gjbtm2TlA1AmDhxomRb9nOxcuVKyXZVM12qer1mZmYKa9asERwdHQUtLS1BoVAILi4uwv79+wu8Lj/88IPw3nvvCfXq1RN0dXUFLS0toX79+sL48eOF0NBQSezbeu8tW7ZMsLGxEeRyudC4cWNh06ZNwtdffy3k/m//TWY9jYuLE/T19YUVK1ao3P/o0SNhwoQJQoMGDQS5XC7o6OgIDg4OgpeXl+S9oVQqhRUrVgj16tUTtLW1BWdnZ+Hff//N8z4XhKxZgu3t7QVNTc08s3r+9ddfQtu2bQVtbW1BT09P6Nq1q3Du3DnJ8aU562l+sfmdI1tR3heCIAj79u0TmjVrJn6mLVu2TOVzGBcXJ4wdO1awsLAQ9PT0hL59+wpBQUF5ro8gZL1HPv74Y6FmzZqCpqamYGZmJrRv315YtGhRofXPb4bVgwcPCq6uroKenp6gq6srODg4CMuXL8/zuFNTUwW5XC706NEjz77sx5Vzll9VHjx4IPTq1UuoWbOmIJfLBW1tbaFp06bC4sWLhZSUFJX1VfX6/uWXX8Rra2lpKUyePFlISEgo8Nw5y8z9GZNt5cqVks+z7Mel6pb7Pevh4SE0bdq00DoQvU0yQSjCImtEVC198skn+PXXXxEdHV2kroJFERQUBFtbW6xcuRIzZswolTKJqpqyeO+Vhc8++wzHjx/HrVu3ijxjJJXc/PnzsWDBgiKtj1vR7N+/H/369cOBAwfQq1ev8q5OhZLddX/NmjWStW+Jyhu7nhIRgKyuP9bW1qhXrx4SExPFxcznzJlTob+oElV2lfm9N2fOHPz888/Ys2dPgbN5UvV1+/ZtBAcHY/r06WjRooU4HpheW7NmDerUqYOPPvqovKtCJMFEkYgAZK3htHLlSjx58gQZGRlo2LAhvv322wLXhSKiN1eZ33sWFhbYtWsXYmJiyrsqVEFNmDAB586dQ6tWrbB9+3a2PKtgaGiIbdu2lcravESliV1PiYiIiIiISILLYxAREREREZEEE0UiIiIiIiKSYKJIREREREREEhw1W4EplUqEhYXBwMCAg7+JiIiIiKoxQRCQkJAAa2trqKmVfXsfE8UKLCwsDLVr1y7vahARERERUQURGhqKWrVqlfl5mChWYAYGBgCyXgyGhoblXBsiIiIiIiov8fHxqF27tpgjlDUmihVYdndTQ0NDJopERERERPTWhqRxMhsiIiIiIiKSYKJIREREREREEkwUiYiIiIiISIJjFImIiIioQJmZmUhPTy/vahBVaerq6tDQ0Kgwy+IxUSQiIiKifCUmJuLJkycQBKG8q0JU5enq6sLKygpaWlrlXRUmikRERESkWmZmJp48eQJdXV2YmZlVmJYOoqpGEASkpaUhKioKgYGBaNiwIdTUyneUIBNFIiIiIlIpPT0dgiDAzMwMOjo65V0doipNR0cHmpqaCA4ORlpaGrS1tcu1PpzMhoiIiIgKxJZEorejvFsRc6o4NSEiIiIiIqIKgYkiURUSnZiK+88SyrsaRERERFTJMVEkqkKcFh1D9zWn8SgqsbyrQkREVOFt27YNNWrUKNYxo0ePxoABA8qkPhWFjY0N1q5dK96XyWT466+/yq0+uQUFBUEmk+H69evlWkZJVbTrmR8mikRV0NXgmPKuAhERUbnJL5k7efIkZDIZYmNjAQBDhgzB/fv3327lKojOnTtDJpPluWVkZODy5cv45JNPVB5XnglWcTx+/BjDhg2DtbU1tLW1UatWLfTv3198vmvXro3w8HA4OjqWc00rLs56SkRERETVko6OTrWezdXT0xMLFy6UbNPQ0ICZmdlbOX96ejo0NTVLvdy0tDS4ubnB3t4ef/75J6ysrPDkyRMcPHgQcXFxALIWt7e0tCz1c1clbFEkqoq4JjIREZUBQRDwMi2jXG6CUPr/uanqerpo0SKYm5vDwMAAY8eOxZdffokWLVrkOXbVqlWwsrKCiYkJJk6ciPT09ALPJZPJsGHDBvTs2RM6OjqwtbXF77//LomZOXMmGjVqBF1dXdSrVw9z586VlHvjxg106dIFBgYGMDQ0hJOTE65cuQIACA4ORt++fWFkZAQ9PT00adIEBw8eLLBOurq6sLS0lNyAvF1Pc7K1tQUAtGzZEjKZDJ07dxb3bd26FY0bN4a2tjbs7e2xfv16cV92S+Rvv/2Gzp07Q1tbGzt37iz0OAC4dOkSWrZsCW1tbTg7O8Pf37/Ax3X79m08fvwY69evR7t27VC3bl106NABixcvRuvWrSX1ydkyum/fPjRs2BA6Ojro0qULtm/fLmmBzn69HDlyBI0bN4a+vj569OiB8PBwsYzLly/Dzc0NpqamUCgUcHV1xbVr1wqsb0XFFkUiIiIiKpLk9Ew4zDtSLue+vdAdulpl+9V1165dWLx4MdavX48OHTrAx8cHq1evFpOjbCdOnICVlRVOnDiBhw8fYsiQIWjRogU8PT0LLH/u3LlYtmwZ/ve//2HHjh0YNmwYHB0d0bhxYwCAgYEBtm3bBmtra9y8eROenp4wMDDAF198AQAYMWIEWrZsiQ0bNkBdXR3Xr18XW+QmTpyItLQ0nD59Gnp6erh9+zb09fVL/RpdunQJbdq0wbFjx9CkSRNoaWkBADZt2oSvv/4a69atQ8uWLeHv7w9PT0/o6elh1KhR4vEzZ87E6tWrsXXrVsjl8kKPS0pKQp8+ffDuu+9i586dCAwMxJQpUwqso5mZGdTU1PDHH39g6tSpUFdXL/RxBQUF4f3338eUKVMwduxY+Pv7Y8aMGXniXr58iVWrVmHHjh1QU1PDyJEjMWPGDOzatQsAkJCQgFGjRuG7774DAKxevRq9evXCgwcPYGBgUOTrXBEwUSQiIiKiKueff/7JkyhlZmYWeIy3tzfGjBmDjz76CAAwb948+Pr6IjFROkmckZER1q1bB3V1ddjb26N37944fvx4oYniBx98gLFjxwIAvvnmGxw9ehTe3t5iC9qcOXPEWBsbG0yfPh27d+8WE8WQkBB8/vnnsLe3BwA0bNhQjA8JCcGgQYPQtGlTAEC9evUKrAsArF+/Hj/99JN4f9y4cVi9enWBx2R3SzUxMZF03fzmm2+wevVqvPfeewCyWh5v376NH374QZIoTp06VYwpynG7du1CZmYmtmzZAl1dXTRp0gRPnjzBp59+mm8da9asie+++w5ffPEFFixYAGdnZ3Tp0gUjRozI97ps3LgRdnZ2WLlyJQDAzs4OAQEBWLx4sSQuPT0dGzduRP369QEAkyZNknTffffddyXxP/zwA4yMjHDq1Cn06dMn3zpXRJUqUTx9+jRWrlyJq1evIjw8HHv37pUMVB49ejS2b98uOaZt27a4cOGCeD81NRUzZszAr7/+iuTkZHTt2hXr169HrVq1xJiYmBhMnjwZ+/btAwD069cP3t7ekq4JISEhmDhxIv7991/o6Ohg+PDhWLVqlfirCgDcvHkTkyZNwqVLl2BsbIxx48Zh7ty5XLSWiIiIKiUdTXXcXuhebucuji5dumDDhg2SbRcvXsTIkSPzPebevXuYMGGCZFubNm3w77//SrY1adJE0kplZWWFmzdvAgCWLFmCJUuWiPtu376NOnXqAABcXFwk5bi4uEi6Pv7xxx9Yu3YtHj58iMTERGRkZMDQ0FDc7+XlhbFjx2LHjh3o1q0bPvjgAzFhmTx5Mj799FP4+vqiW7duGDRoEJo1a5bvYwWyWihnz54t3i/uDLDZoqKiEBoaijFjxkiS5YyMDCgUCkmss7NzsY67c+cOmjdvDl1dXXF/7uuoysSJE/Hhhx/ixIkTuHjxIn7//XcsWbIE+/btg5ubW574e/fuid1Ss7Vp0yZPnK6urnjNgaznPjIyUrwfGRmJefPm4d9//8WzZ8+QmZmJly9fIiQkpNA6VzSVKlFMSkpC8+bN8dFHH2HQoEEqY3r06IGtW7eK93MmbkDWrxj79++Hj48PTExMMH36dPTp0wdXr14V3/DDhw/HkydPcPjwYQDAJ598Ag8PD+zfvx9A1q9RvXv3hpmZGc6ePYvo6GiMGjUKgiDA29sbABAfHw83Nzd06dIFly9fxv379zF69Gjo6elh+vTppX5tiIiIiMqaTCYr8+6fpUVPTw8NGjSQbHvy5Emhx+X+QV/V2MjcE7DIZDIolUoAwPjx4zF48GBxn7W1dZHOd+HCBQwdOhQLFiyAu7s7FAqF2PU12/z58zF8+HAcOHAAhw4dwtdffw0fHx8MHDgQY8eOhbu7Ow4cOABfX18sXboUq1evxmeffZbvuRUKRZ5rVBLZj33Tpk1o27atZF/ubp96enrFOu5NxqYaGBigX79+6NevHxYtWgR3d3csWrRIZaIoCEKJn/uccaNHj0ZUVBTWrl2LunXrQi6Xw8XFBWlpaSV+HOWlcrzTX+nZsyd69uxZYIxcLs93BqO4uDhs3rxZ/BUGAHbu3InatWvj2LFjcHd3x507d3D48GFcuHBBfMFu2rQJLi4uuHfvHuzs7ODr64vbt28jNDRUfPOvXr0ao0ePxuLFi2FoaIhdu3YhJSUF27Ztg1wuh6OjI+7fv49vv/0WXl5ebFUkIiIiqmDs7Oxw6dIleHh4iNuyJ4spKmNjYxgbG6vcd+HCBXz44YeS+y1btgQAnDt3DnXr1pW08AUHB+cpo1GjRmjUqBGmTZuGYcOGYevWrRg4cCCArCUfxo8fj/Hjx2PWrFnYtGlTgYliSWQ3wuTsxmthYYGaNWvi8ePHGDFiRJHLKspxDg4O2LFjB5KTk8UZanP2FiwqmUwGe3t7nD9/XuV+e3v7PJP/FPe5B4AzZ85g/fr16NWrFwAgNDQUz58/L3Y5FUGVm/X05MmTMDc3R6NGjeDp6SlpCr569SrS09PRvXt3cZu1tTUcHR3FF42fnx8UCoXkV4127dpBoVBIYhwdHSW/ELm7uyM1NRVXr14VY1xdXSGXyyUxYWFhCAoKUln31NRUxMfHS25EJSFw2lMiIqJi++yzz7B582Zs374dDx48wKJFi/Dff/+V2g/8v//+O7Zs2YL79+/j66+/xqVLlzBp0iQAQIMGDRASEgIfHx88evQI3333Hfbu3Ssem5ycjEmTJuHkyZMIDg7GuXPncPnyZXEinKlTp+LIkSMIDAzEtWvX8O+//4r7SpO5uTl0dHRw+PBhPHv2TFxuYv78+Vi6dCn+97//4f79+7h58ya2bt2Kb7/9tsDyCjtu+PDhUFNTw5gxY3D79m0cPHgQq1atKrDM69evo3///vjjjz9w+/ZtPHz4EJs3b8aWLVvQv39/lceMGzcOd+/excyZM3H//n389ttv2LZtG4C8rcwFadCgAXbs2IE7d+7g4sWLGDFiRKVdgqVKJYo9e/bErl278O+//2L16tW4fPky3n33XaSmpgIAIiIioKWlBSMjI8lxFhYWiIiIEGPMzc3zlG1ubi6JsbCwkOw3MjKClpZWgTHZ97Njclu6dCkUCoV4q127dnEvARERERGV0IgRIzBr1izMmDEDrVq1QmBgIEaPHg1tbe1SKX/BggXw8fFBs2bNsH37duzatQsODg4AgP79+2PatGmYNGkSWrRogfPnz2Pu3Lniserq6oiOjsaHH36IRo0aYfDgwejZsycWLFgAIKuFb+LEiWjcuDF69OgBOzu7PMtMlAYNDQ189913+OGHH2BtbS0mXmPHjsVPP/2Ebdu2oWnTpnB1dcW2bdvyzBibW2HH6evrY//+/bh9+zZatmyJ2bNnY/ny5QWWWatWLdjY2GDBggVo27YtWrVqhf/9739YsGCBpMU2J1tbW/zxxx/4888/0axZM2zYsEGMzdnwU5gtW7YgJiYGLVu2hIeHByZPnqwyt6gMZEJZLErzFshksjyT2eQWHh6OunXrwsfHB++99x5++eUXfPTRR2LimM3NzQ3169fHxo0bsWTJEmzfvh337t2TxDRs2BBjxozBl19+iU8++QTBwcE4ckQ6PbSWlhZ+/vlnDB06FN27d4etrS1++OEHcf/Tp09Rq1Yt+Pn5oV27dnnqm5qaKqlbfHw8ateujbi4OMlAZqL82Hx5AACwfFBTDGldp5xrQ0RElV1KSgoCAwNha2tbaslSZePm5gZLS0vs2LHjjcopyndXqlgWL16MjRs3IjQ09K2ds6D3XHx8PBQKxVvLDSrVGMXisrKyQt26dfHgwQMAgKWlJdLS0hATEyNpVYyMjET79u3FmGfPnuUpKyoqSmwRtLS0xMWLFyX7Y2JikJ6eLonJ3XKY3Q02d0tjNrlcXqxfLIiIiIio9Lx8+RIbN26Eu7s71NXV8euvv+LYsWM4evRoeVeN3oL169ejdevWMDExwblz57By5Uqxa3B1VKW6nuYWHR2N0NBQWFlZAQCcnJygqakpebOHh4cjICBATBRdXFwQFxeHS5cuiTEXL15EXFycJCYgIADh4eFijK+vL+RyOZycnMSY06dPS2Y48vX1hbW1NWxsbMrsMRMRERFRychkMhw8eBAdO3aEk5MT9u/fjz179oiTIFLV9uDBA/Tv3x8ODg745ptvMH36dMyfP7+8q1VuKlWLYmJiIh4+fCjeDwwMxPXr18XZpebPn49BgwbBysoKQUFB+Oqrr2BqairOBKVQKDBmzBhMnz4dJiYmMDY2xowZM9C0aVPxAyC7X7enp6fYbfSTTz5Bnz59YGdnBwDo3r07HBwc4OHhgZUrV+LFixeYMWMGPD09xWbg4cOHY8GCBRg9ejS++uorPHjwAEuWLMG8efM44ymVucrZoZyIiKh86ejo4NixY2VSdiUd7VWtrFmzBmvWrCnvalQYlSpRvHLlCrp06SLe9/LyAgCMGjUKGzZswM2bN/Hzzz8jNjYWVlZW6NKlC3bv3g0DAwPxmDVr1kBDQwODBw9GcnIyunbtim3btknWeNm1axcmT54szo7ar18/rFu3Ttyvrq6OAwcOYMKECejQoQN0dHQwfPhwyQxMCoUCR48excSJE+Hs7AwjIyN4eXmJdSYqbc/iU8q7CkRERERURVTayWyqg7c9YJUqt8Eb/XAp6AUAYNl7TTG0DSezISKiN5M9sYaNjU2lneKfqDJJTk5GUFBQhZjMpkqPUSSqTm48iS3vKhARURWT3eMq55wLRFR2Xr58CQDQ1NQs55pUsq6nRERERPT2aGhoQFdXF1FRUdDU1ISaGtsYiMqCIAh4+fIlIiMjUaNGDcmwuPLCRJGIiIiIVJLJZLCyskJgYCCCg4PLuzpEVV6NGjVgaWlZ3tUAwESRqMrIOZkuBx4TEVFp0dLSQsOGDdn9lKiMaWpqVoiWxGxMFImIiIioQGpqankm1iCiqo0dzYmqIK7USURERERvgokiURUhy5EesuspEREREb0JJopEREREREQkwUSRiIiIiIiIJJgoElURkllP2feUiIiIiN4AE0UiIiIiIiKSYKJIVAXJOO0pEREREb0BJopEVRC7nhIRERHRm2CiSERERERERBJMFImIiIiIiEiCiSIRERERERFJMFEkIiIiIiIiCSaKRFWQAM5mQ0REREQlx0SRiIiIiIiIJJgoElURXBKDiIiIiEoLE0UiIiIiIiKSYKJIREREREREEkwUiYiIiIiISIKJIlEVxPGKRERERPQmmCgSERERERGRBBNFIiIiIiIikmCiSFQFsecpEREREb0JJopEVZCsvCtARERERJUaE0WiKkJgOyIRERERlRImikRERERERCTBRJGoipDl6HDKtkUiIiIiehNMFImqCHY9JSIiIqLSwkSRqAriZDZERERE9CaYKBIREREREZFEpUoUT58+jb59+8La2hoymQx//fWXZL8gCJg/fz6sra2ho6ODzp0749atW5KY1NRUfPbZZzA1NYWenh769euHJ0+eSGJiYmLg4eEBhUIBhUIBDw8PxMbGSmJCQkLQt29f6OnpwdTUFJMnT0ZaWpok5ubNm3B1dYWOjg5q1qyJhQsXQhDYPZDKHl9lRERERPQmKlWimJSUhObNm2PdunUq969YsQLffvst1q1bh8uXL8PS0hJubm5ISEgQY6ZOnYq9e/fCx8cHZ8+eRWJiIvr06YPMzEwxZvjw4bh+/ToOHz6Mw4cP4/r16/Dw8BD3Z2Zmonfv3khKSsLZs2fh4+ODPXv2YPr06WJMfHw83NzcYG1tjcuXL8Pb2xurVq3Ct99+WwZXhoiIiIiIqPTIhEraxCWTybB3714MGDAAQFZrorW1NaZOnYqZM2cCyGo9tLCwwPLlyzFu3DjExcXBzMwMO3bswJAhQwAAYWFhqF27Ng4ePAh3d3fcuXMHDg4OuHDhAtq2bQsAuHDhAlxcXHD37l3Y2dnh0KFD6NOnD0JDQ2FtbQ0A8PHxwejRoxEZGQlDQ0Ns2LABs2bNwrNnzyCXywEAy5Ytg7e3N548eQKZLO8ostTUVKSmpor34+PjUbt2bcTFxcHQ0LDMriVVDfZzDyElXQkA+GaAIzza1RX3Rcan4ObTOHSxM4eaGkcwEhEREVU28fHxUCgUby03qFQtigUJDAxEREQEunfvLm6Ty+VwdXXF+fPnAQBXr15Fenq6JMba2hqOjo5ijJ+fHxQKhZgkAkC7du2gUCgkMY6OjmKSCADu7u5ITU3F1atXxRhXV1cxScyOCQsLQ1BQkMrHsHTpUrG7q0KhQO3atd/wqlB1lTsV7LzqJMZsv4I//Z+WS32IiIiIqHKpMoliREQEAMDCwkKy3cLCQtwXEREBLS0tGBkZFRhjbm6ep3xzc3NJTO7zGBkZQUtLq8CY7PvZMbnNmjULcXFx4i00NLTwB06kQu5uAi/TsrpWn7gb+fYrQ0RERESVjkZ5V6C05e7SKQiCym6eBcWoii+NmOxevvnVRy6XS1ogid5EVEIqNNVlqKGrJW7LVFbKnuZERERE9JZVmRZFS0tLAHlb6yIjI8WWPEtLS6SlpSEmJqbAmGfPnuUpPyoqShKT+zwxMTFIT08vMCYyMqs1J3dLI1FpS0nLROvFx9Bi4VEocySHma9+rLgaHAP3Nadx7uHz8qoiEREREVVgVSZRtLW1haWlJY4ePSpuS0tLw6lTp9C+fXsAgJOTEzQ1NSUx4eHhCAgIEGNcXFwQFxeHS5cuiTEXL15EXFycJCYgIADh4eFijK+vL+RyOZycnMSY06dPS5bM8PX1hbW1NWxsbEr/AhDlEBaXLP6dmWO+quxW7WE/XsC9ZwkY8dPFt143IiIiIqr4KlWimJiYiOvXr+P69esAsiawuX79OkJCQiCTyTB16lQsWbIEe/fuRUBAAEaPHg1dXV0MHz4cAKBQKDBmzBhMnz4dx48fh7+/P0aOHImmTZuiW7duAIDGjRujR48e8PT0xIULF3DhwgV4enqiT58+sLOzAwB0794dDg4O8PDwgL+/P44fP44ZM2bA09NTnIFo+PDhkMvlGD16NAICArB3714sWbIEXl5ehXaFJXpTshzT2eSc1zi762lapvJtV4mIiIiIKpFKNUbxypUr6NKli3jfy8sLADBq1Chs27YNX3zxBZKTkzFhwgTExMSgbdu28PX1hYGBgXjMmjVroKGhgcGDByM5ORldu3bFtm3boK6uLsbs2rULkydPFmdH7devn2TtRnV1dRw4cAATJkxAhw4doKOjg+HDh2PVqlVijEKhwNGjRzFx4kQ4OzvDyMgIXl5eYp2JSltRFrrhEEUiIiIiKopKu45idfC210qhys1uziGkZmS1FH7UwQZbzwUBAB4s7omGsw8BADo2NMWOMW1h8+UB8bigZb3fel2JiIiIqHi4jiIRlUhRejRnKgUcuhleeCARERERVWtMFImqiKL0DXgUlYhPd10r+8oQERERUaXGRJGoCnoa83rW05wJ5LP41HKoDRERERFVNkwUiaog39t51wIlIiIiIioqJopEVZwAzldFRERERMXDRJGIiIiIiIgkmCgSVXFcAIeIiIiIiouJIhHlEZWQitiXaeVdDSIiIiIqJxrlXQEiqliSUjPQevExAEDQst7lXBsiIiIiKg9sUSQiidCYl+VdBSIiIiIqZ0wUiaqI/IYicowiERERERUXE0UiIiIiIiKSYKJIVEXI8tmerlQW6fgnMS/hsfkizj54XnqVIiIiIqJKiYkiURWRXw/TZvN9i3T8zD3/4cyD51h04I647c9rT0qhZkRERERU2TBRJCIAQGR8ap5tXr/dwMPIxHKoDRERERGVJyaKRAQg/xbJiLiUt1oPIiIiIip/TBSJiIiIiIhIQqO8K0BEb+ZS4Avoaqm/URkn7kayiykRERERiZgoElVi0YmpGPyDHwBAS6PkHQQ+2na5tKpERERERFUAu54SVWLPVExAU9qEfEcvEhEREVFVxUSRiAokME8kIiIiqnaYKBIREREREZEEE0WiSkwmy3GnhC1/fo+iC9zPBkUiIiKi6oeJIlEVkZapLNFxwzZdKOWaEBEREVFlx0SRiAoUHJ1U3lUgIiIioreMiSJRJSbpelpG5v19q+xPQkREREQVChNFIiIiIiIikmCiSERERERERBJMFIkqqUylgPQMzklKRERERKVPo7wrQEQl47bmFB5HcaIZIiIiIip9bFEkqqSYJBIRERFRWWGiSERERERERBJMFImoSDKVAl6mZZTo2DMPouC+5jSuh8aWbqWIiIiIqExUqURx/vz5kMlkkpulpaW4XxAEzJ8/H9bW1tDR0UHnzp1x65Z0jbjU1FR89tlnMDU1hZ6eHvr164cnT55IYmJiYuDh4QGFQgGFQgEPDw/ExsZKYkJCQtC3b1/o6enB1NQUkydPRlpaWpk9dqKy1m/dWTjMO4KYJOnrODUjE3cj4iEI0ol1lMrX9z02X8K9Zwnw2HzxrdSViIiIiN5MlUoUAaBJkyYIDw8Xbzdv3hT3rVixAt9++y3WrVuHy5cvw9LSEm5ubkhISBBjpk6dir1798LHxwdnz55FYmIi+vTpg8zMTDFm+PDhuH79Og4fPozDhw/j+vXr8PDwEPdnZmaid+/eSEpKwtmzZ+Hj44M9e/Zg+vTpb+ciEJUyQRBwKyweAHD6QZRk36gtl9Bj7Rns9X8qbtt0+jFaLTqK+88SJLEJKSVrkSQiIiKit6vKJYoaGhqwtLQUb2ZmZgCyvuiuXbsWs2fPxnvvvQdHR0ds374dL1++xC+//AIAiIuLw+bNm7F69Wp069YNLVu2xM6dO3Hz5k0cO3YMAHDnzh0cPnwYP/30E1xcXODi4oJNmzbhn3/+wb179wAAvr6+uH37Nnbu3ImWLVuiW7duWL16NTZt2oT4+PjyuTBUqWVkKrH00B2cup+VpOVuvStra489EP/OfeoLj18AAHZdDBG3LT54B7Ev0/H139IWeyIiIiKqHKpcovjgwQNYW1vD1tYWQ4cOxePHjwEAgYGBiIiIQPfu3cVYuVwOV1dXnD9/HgBw9epVpKenS2Ksra3h6Ogoxvj5+UGhUKBt27ZiTLt27aBQKCQxjo6OsLa2FmPc3d2RmpqKq1ev5lv31NRUxMfHS25EAPD71Sf44dRjjNpyCUDeZK2s/e/4g8KDVBCQt6JvO8klIiIiouKrUoli27Zt8fPPP+PIkSPYtGkTIiIi0L59e0RHRyMiIgIAYGFhITnGwsJC3BcREQEtLS0YGRkVGGNubp7n3Obm5pKY3OcxMjKClpaWGKPK0qVLxXGPCoUCtWvXLuYVoKrqScxLyf3yTLVUJX/5kUGWZ9vJe1EqIomIiIioIqlSiWLPnj0xaNAgNG3aFN26dcOBAwcAANu3bxdjZDLpF1dBEPJsyy13jKr4ksTkNmvWLMTFxYm30NDQAutF1YeqhKsiSkhJR1/vs+J9VUnlk9jkt1klIiIiIiqBKpUo5qanp4emTZviwYMH4uynuVv0IiMjxdY/S0tLpKWlISYmpsCYZ8+e5TlXVFSUJCb3eWJiYpCenp6npTEnuVwOQ0NDyY1IlfLsvlnQqXdcCMbNp3Hi/dJOcOOS0/EiibMHExEREZW1Kp0opqam4s6dO7CysoKtrS0sLS1x9OhRcX9aWhpOnTqF9u3bAwCcnJygqakpiQkPD0dAQIAY4+Ligri4OFy6dEmMuXjxIuLi4iQxAQEBCA8PF2N8fX0hl8vh5ORUpo+ZqqbcDdExL9PLpyIoOFFMy1BK7hfSWF8sSqWA5gt80eqbo0hJzyz8ACIiIiIqMY3yrkBpmjFjBvr27Ys6deogMjISixYtQnx8PEaNGgWZTIapU6diyZIlaNiwIRo2bIglS5ZAV1cXw4cPBwAoFAqMGTMG06dPh4mJCYyNjTFjxgyxKysANG7cGD169ICnpyd++OEHAMAnn3yCPn36wM7ODgDQvXt3ODg4wMPDAytXrsSLFy8wY8YMeHp6spWQ3tiz+BS0XXK83M5fnLbM0kwU05Wvk9Bn8Smoa6JXeoUTERERkUSVShSfPHmCYcOG4fnz5zAzM0O7du1w4cIF1K1bFwDwxRdfIDk5GRMmTEBMTAzatm0LX19fGBgYiGWsWbMGGhoaGDx4MJKTk9G1a1ds27YN6urqYsyuXbswefJkcXbUfv36Yd26deJ+dXV1HDhwABMmTECHDh2go6OD4cOHY9WqVW/pSlBVlr1ERmVw7mE00jOVhQcWIiU9863P9EpERERUnVWpRNHHx6fA/TKZDPPnz8f8+fPzjdHW1oa3tze8vb3zjTE2NsbOnTsLPFedOnXwzz//FBhDVFSyfP4uD8UdH/nbFemkTMWtf3xKOpov8EUDM/0cZZT3VSAiIiKq2qr0GEWiqii6nCdzOXo772ROBXmRKK3vr5dCinX8+YfREATgQWRisY4jIiIiopJjokhUySw7dLdcz+97+xmWHrpT4uNvhcWXYm2IiIiIqCyUKFGMjY3FTz/9hFmzZuHFixcAgGvXruHp06elWjkieqU0Z4UpBT+ceozzj57jVlhcobGrj95/CzUiIiIiotJU7DGK//33H7p16waFQoGgoCB4enrC2NgYe/fuRXBwMH7++eeyqCcRVTDDN118K+cpao78LD4Fyw/dxYftbdCido0ilx+XnA7P7VfQr4U1RrarW7JKEhEREVUxxW5R9PLywujRo/HgwQNoa2uL23v27InTp0+XauWIiFQRVCzSMeP3G/jT/ykGfH+uWGVtOPkIl4JeYM5fAaVVPSIiIqJKr9iJ4uXLlzFu3Lg822vWrImIiIhSqRQRSZ26F1neVShzwdFJSEnPLPHxj6OSSnRcUmpGic9JREREVFUVO1HU1tZGfHzeySju3bsHMzOzUqkUEUndeFL4WMDKJCw2WXL/StALuK48id7fnZFsVyoFPIrKO9spl8cgIiIiKlvFThT79++PhQsXIj09HUDW2oQhISH48ssvMWjQoFKvIFF1l5bx5gvWVzTz/pZ289x3IwwA8ChXq+Cyw3ex4vA9lWVkKgVM/tUfm88GvlFdKtg8QUREREQVQrETxVWrViEqKgrm5uZITk6Gq6srGjRoAAMDAyxevLgs6khUrQ3bdKG8q1AkV4NjsPbYgyLFvni1FuQvF0PQdfXJPC2M2X48/Vjldo8tF/G/4w+w70YYvvnndskqTERERET5Kvasp4aGhjh79iz+/fdfXLt2DUqlEq1atUK3bt3Kon5E1d7V4JjyrkKpU76ai+arvTcB5G1JBIDI+JR8jw+Ofonvjr9OSqMTU/E0n2STiIiIiIqv2IlitnfffRfvvvtuadaFiKqJvHOW5rX44J0il/fxtsuS+w8jE9DA3KBIx5Zlz9OU9Ex4/nwFHRua4pNO9cvwTERERESlq0iJ4nfffVfkAidPnlziyhBRNSEUnir+fT2syMXlnuzHY/MluNQ3QaeGZhjQsmaxqwcADyMT8TAyAT0crQAAcS/TEZ2Uinpm+kUuw37uYQDAmQfPmSgSERFRpVKkRHHNmjWS+1FRUXj58iVq1KgBAIiNjYWuri7Mzc2ZKBLRGzn38Dla1K7xRmWEx6Xgz2tP8ee1p9DWVIO6mhqm+PijbzNrLHmvKdTVCm9H7PbtKQDAjjFt0LGhGZov9AUA7BzTFk9jX2JAy5qQa6i/UT2L6nZYPLQ0ZEVuJSUiIiJ6U0VKFAMDX88q+Msvv2D9+vXYvHkz7OzsAGQtjeHp6alyfUUiotwKak8c8dNFbPrQudTONX7nNfHv3VdC0cbWGIOcaqmMTc9UIuBpHJrWVIjb/nsShwuPo8X7IzdfBAA8jU2Bl1ujUqtnfhJS0tHr1bIhj5f0glqOJPfU/SikpmeiexPLMq8HERERVS/FnvV07ty58Pb2FpNEALCzs8OaNWswZ86cUq0cEVVN/z2Jg82XB/Ld/3Wu5TNK07OE/CfJmfd3AAauP4+lh+6K2wRBwPcnHuWJPX0/qljnvReRUKz4bM8T08S/M5SvU2ylUsCoLZfwyY6riE5MLVHZRERERPkpdqIYHh4urqGYU2ZmJp49e1YqlSKi6i0sLv9krjTsvhwC9zWn8STmJWQ5FlL89VIoAEjWZsxvOOX10FgIKnauOHwXn/x8Bc9zJW/ZrYI5zf0rAKO2XIJSWZTpfaQyc5w7LjnvZzIRERHRmyj2rKddu3aFp6cnNm/eDCcnJ8hkMly5cgXjxo3jEhlEpSzwed5lI+jNCAIwc0/Wshzf/HMbZx48LzD+zMP890clpMLcUFuybf3JrNZHvxzdVQEgU0UyuONCMADAPzQWTnWNVJ4jKPr1a0DI0Wm3CPMBvYoTsObYA9ia6mJgS9VdbomIiIhyK3aL4pYtW1CzZk20adMG2trakMvlaNu2LaysrPDTTz+VRR2JqqW9/k/QZdXJ8q5GlbPyyD3x75dpmXiZlllg/KXAF/nuC49Lwc1cM65mS0jJKHKdVCWRQNaYyY+2vl76I2dyqMxxp6Cc8XpoLL47/gDTdt9ARBm31BIREVHVUexE0czMDAcPHsTdu3fx+++/47fffsOdO3dw8OBBmJubl0UdiSqMuJfpSC4ksUhOy0RiatGThPwsP3Sv8CAqV/2/P4e+687iYWRikeJfphX+ujgcEIFlh+5CqRTw4+nHkn2p6Urci0iAIAiSpDG782xCSjom/nINhwMixH0xL1+Pcfxwy8Ui1RMAQqJf4kVSWuGBREREVCUVu+tptkaNGqFRo7Kf8Y+ookhISUfzhb7QVJfhweJeKmMEQUDT+UeQoRRw95se0NYs2fIJJ+9FIiKerT9lrajdNwvj9+g5vvjjBq6FxBYY5772NE5/3kUyLjK38TuvAgCsa2jj6G3puO9RWy/hemgsvh3cHO45ZjrNLm/9yUc48F84DvwXjqBlvbP24fW57j+TJrQBT+PwxR//YW4fB7jUNxG3R8anoNPKEwAglkNERETVS7ETxY8//rjA/Vu2bClxZYjKWkJKOqISirdoerb7z7JmrUzPzD+7SM8UxJkpw+NSYGuql2u/En6PotGqrhFuPomDrpY6mteuAaVSwI0nsWhsZQhtTXVM+sW/2PWj4hMK7LRZdBtPPcbT2ORC40JfJGPZobuY1auxyolwFuy/Jf497+9baFmnhmT/9dBYAMDPfsEql8SISlAx+2kBS0b28T4LABi26QLa1TPGr57tIJPJcDs8XhKXkp6J/TfC0NnOHGYG8vwLJCIioiqj2IliTEyM5H56ejoCAgIQGxuLd999t9QqRlQW2i05jqS0TByZ2gl2lkVbvDzgaVZCl3M9vvzkTDxUfT//7vgDeP/7EA3M9cXuikHLemPLuUAsOnAHHRuaYseYtkWqF725JzGFJ3dFEVnAkhu5/XD6MWb1aoyZe/4Tt90IjYVzXSNsPRckic0vxxMgHaOYHadWQFKYLTE1AxcfR+OdhqaS7Rcev0DIi5eoa6KXp8Vz2aG72HY+CLamejgxo3PhJ1EhLjkd958lwLmuUYEtqkRERFQxFDtR3Lt3b55tSqUSEyZMQL169UqlUkRlJenV+MIzD6IkiaJSKeC/p3GwtzSQdBeNSkgVW11yO3U/CoFRiRjdwRZ7/Z9AR1MdxnqvW1sEZHUhfZmWiV5NrQAAPpezll/IOabteWIqtp0PelWv57gU+KJUxjhS4YKjX5ZKOQW1MquSkJKO3648Ee8vPngHlgrtPHH5dmUVBAjK13ez8y6ZitTyXK5ZXT/5+QrOP4rGxx1s88R2X3MaH3WwlXRDTc9U4sitrDGPBc3Ce/T2M/xxNRTLBzVDDV2tPPv7rTuL4OiX+N/QFujfoma+5RAREVHFUOIxijmpqalh2rRp6Ny5M7744ovSKJKoTN0Ki0ePtafxZU971DfTR8//nUFiagb05Rr4qldjuDexgIm+HCEv8k8kRm25BACwMNTGtN038uz/6s+b4hIJ5798F9Y1dFSW47zomOT+4B/8SvqwqJKYsCtv6/Tf18OKfHzuFsXdl0PxRQ97ScyB/8Kx5VwgrgZLe4Gcf5T1mtx5MThPuakZSmw89Qh3cnQ9bTr/CFLSlXlic/P8+QoAwFT/HhYPbJpnf3ZSvv9GeKkniinpmSUeD0xERESqFXvW0/w8evQIGRlsBaGKK+eYsL3+T3E3IgGjt17GsE0XxBa8xNQMfLX3Jj7alrUkwe9XQgst606u8VzZcq6jt+zQXQQ8jVM9hoyqHVVrNz5+XrSZU4GsSXhyJorrTz5CwFPpMh0Tf7mWJ0nMKS0j/+Tv1P0o8e+iJIk5RSWk4nliKrqsOonvTzzMsz81Q/WswVkzuRZ/zOi1kBjYzz2MFYfvFvvY3OffcjYQZx5EFR5MRERUDRS7RdHLy0tyXxAEhIeH48CBAxg1alSpVYyoNJ2+H4UpPqoniFE1Tu2/V2vjZXcVzW1ZMb+U7rsRhn03it5iRNXP46j8u3XmdvNpHNosOS7ZdiHHDxNv09PYZBy9FSHZtubofQQ+T8LKI/cwsUsDyb4zD54j4GkcHGsqxG2CIODDLZcQn5yOPyd0gHpRBlsiq8v4kgN3AGQly7lbVQFg54Vg6GiqY5BTrQLLuhT4Agv/uQ0AuPF1dyh0NItUByIioqqq2Imiv7/0y7aamhrMzMywevXqQmdEJSovH77qJlocX/yRtztpth9OvV7frpRWWCAqlkyl9JW36FXCVNYEQcDSQ3fxIikNf1x9kme/b64lPVQZvfUSauhqYWYPe7g5WEApvG5l7bDsX/RvYY1ZvRqL57v/LBH1zfSgof66E8y3R+/ju+MP8j3Hf09i0W/dOfF+3+bW2HTmMRJSMvAiKRUL+ztKuqvmXI5mzLbL+OPT9oU+DiIioqqs2IniiRMnyqIeRBVOzslGCuL9b97udURV1flH0fjx9OPCA19JTM3AvL8DJNueJ6bheWIaPH++gqBlvfGX/1NxX0R8ijgzLAD8dCYQiw/ewaBWtbB6cHMAWRPsFJQkApAkiQCw40IwVh65J96PS07HDx7O4n0NtddJ6JUCuuyWBUEQkJKuhI4Wx1kSEVHFUewxiu+++y5iY2PzbI+Pj+fyGFQhCIIgGX+V35goIiq+F0lpxYp3/PoI/rz2NN/9l4NeYPrveVvvI+NT8OulECw+mNVSuuda1g83c/8KQMPZh1SWNezHC5i/7xbOP8w7BvRWmHQM55FbzyTjOtWL+b9h4PMkxL6UXgtBEJCeKR3TefFxNPbn6Hb+KCoRvb87g8MB4eI2z5+voPG8w4iIy3+ZFaXyzfounL4fhUEbzuNhZMIblUNERNVHsVsUT548ibS0vF8UUlJScObMmVKpFNGbmP7bDRy4GY7TX3SBhaE2Ljx+Ud5VIqoylCWYcKYgH2xUPcvv6K2XcTvXRFGZSgE7LuSdrTWb3+No+D2OFpebyelOeN4EqY/3WTQw14euljqexUuTNP+QGHy1NwBzezeGrZkeNNXVYKovR+iLl5iw6xpuPo2DproMDxb3wuIDt3ErLB5yDTX4h8bizBdd8DQ2GS+S0jB800UAQGMrAzQwN8CsPTdxKywe43deQ9Cy3gCAY3ciAWQlwxO7NMCTmJd48CwRXezNAWQtp9Jh2b+IT8nAiRmdYWuqJ6nrgf/C8e/dSHRvYoEHzxIwsUuDPGtVZne/n/SLPw5P7ZTvNSQiIspW5ETxv/9eLw59+/ZtRES8nrwgMzMThw8fRs2aXBuLytfT2GT8+aob264LwfDqbofjdwofM0VERTPF5/pbOU/uJBEANp0pepfX3PKbnTjnmqY5DVx/HgAw/KeL4ra/J3bA/P23cPNVS2R6pgCbLw/kObbpfN8820JevERYbAouBb3+4eqXiyHo29xKvJ+d272zPGuIx9ohLdDAXB8Tf7mG+JSsmZndvj2Fh0t6Scqe+EvWcivZra72lobo5mABAAh6noScOePzRNUtwslpmSXq+hqTlIYB68+hV1MrzOxhL85cmztRJSKiykcmFHE+cjU1NfGDX9UhOjo68Pb25oQ2pSg+Ph4KhQJxcXEwNDQs7+pUCj3WnsbdiNctB5+924BjCImoUhjvWh+RCSkFdtUFgEGtauFOeDz+nNAeP55+jG+P3pfs/9zdDmM72uJyYAxGbr4o2WdmIMfl2d3E+0qlgMUH72Dz2UAAwI8eTthyLhDPE9PQ1d4c09wa5btGZUp6Job8eAE3QmMBAA8X90T/78/B0lAbm0e3lsQmp2UiICwOznWNIJPJEBydhMUH7mB85/pISMnArgvBcLUzg5GuFno1zUqeY1+mwUBbM88suEmpGUhKzYC5obZku1Ip4H5kAkz15TDVl4vbUzMyEfA0Di1rG0Etnxl1BUEos+Q2Mj4FhjqaXOuTiN7Y284NipwoBgcHQxAE1KtXD5cuXYKZmZm4T0tLC+bm5lBX54dgaWKiWHyqft0nIqLXznzRBdvOB+FaSAyS0zIlP67l58jUTngQmQD3JpZITMnAiXuR8PpNOrb074kd0P/7rEmEPDvaYtOZQHw3rCXa2RpLlnO5PLsbxmy/LC5DlNvPH7eBUhAwemvWerZ1jHWxoH8TXA+Jxe7LoeIMtfsnvQNbMz3s9X8KdwcLrD/5SOx27D/XDUZ6WgCAAd+fw/VXyezdb3qICVumUsDX+wJw82k8boTG4uMOtpjX1wExSWn4au9NdGxohuFt6yAjUwl1NRlkMhlSMzKx7NBdNDQ3wK2wOAxpXRvNatXI97qFxyXDZem/qG2sgzNfvFvsFtc/rz1BIwsDONZU4HpoLCLiUtDD0bJIx5aFqIRUmOhp5ZtwE1HZqrCJIpXM+vXrsXLlSoSHh6NJkyZYu3YtOnbsWKRjmSgWT1RCKlovPlbe1SAiqpYUOpqIS04vNM5IVxMxLwuPKwr3JhY4ckv18IL3WtbEzJ72aJtrzdEPnGqhtY0xvtjzX55jXOqZwC/HmqS1jHTEtXY3feiM0BcvxfU2s41sVwexL9MRl5yOMw+eY/MoZ9TQ1cLkX/3xNPb1Or2/eLbFFJ/riEpIxZ5P26OJtSHkGmrYfDYQNiZ66NrYXEwgE1LSse1cEFa/ai2+NtcNrb45CiAraW9gro/45HQIAKb4+CPmZRp+G+eCm0/isOtiCOb2cYCpvha2nguCupoMo9rbAMhqOX2RlIaQFy/Rso4RUtIzkZyWie/+fYBBrWpJ1jfN6WFkAub9fQvnH0VjQAtrrB3aMr+nRBT7Mg1yDfV8uzSHxSYjMiEVzWsp3rg191l8Csz05SVOYKMSUiFAgLmBtJU6MTUDWupq0NIo3mxXZdlCTdVbhUwU9+3bh549e0JTUxP79u0rMLZfv36lVrnKbvfu3fDw8MD69evRoUMH/PDDD/jpp59w+/Zt1KlTp9DjK1KiGJ+SjrDYZJgbaMP41a+0FcnLtAw4zDtS3tUgIiIqdSZ6Wogu5ozDOclkQO5ve7pa6niZJp0V3NJQGwIEPItPxWDnWvj3biQaWRjg/KNoSdy4TvXgYG2I6MQ0SeI8tHVtpGUo4fc4GuGvZvFVV5OhZg0dGOtp4XpoLKa7NUJAWFyeBN9QWwPxKRmY7tYI0UlpeBiZiLM5ZjB2rGmIDvVN8cPpx2hgro8eTSyx6cxjpGZIZxru2NAUM3vYI/B5Evo0s4JSAE7ei8R/T+KgFAQcDohAG1tjnH8UDXMDOSZ0aYBRryZ76mJnhmFt6uB6aCz05BpYeeQe3JtY4Ise9tjhF4zTD6Kwc0xbWCm0cSggAgkp6bCuoYN3GpgCAJ7Fp+Lx80QM33QR6moyXJvjBr/HzwFkXYN0pRI2JnritUjLUOLv60/RqZEZXOqbYOeFYNQ20kXvplZIy1Ri5p7/4FLPBF3szaEmkyEuOR0PIxNgYagNDTU1GOlpwkCuCYWuJv7yf4rA50kY2LImbEz18DwxFXfC46HQ0ZS0eofHJSMjU0CmUoClQjtPl+ik1AzoyVVPYRKZkAJDbdXdqJ/Fp8BAWwPaGupIVyoh11BH7Ms0RCakopGFgcrynsS8ROzL9Dw/UGSvE5yYkoFnCSloaK4PmUwGQRCgFAA1GZChFKD5arrqtAylmMynZyqhLpMhJSMTccnpsFLoIFMpIDE1A2GxyWhorg8A0FBXQ1qGEmmZSuhpqVeaxL5CJopqamqIiIiAubk51NTy/1VFJpMhM5NLEWRr27YtWrVqhQ0bNojbGjdujAEDBmDp0qWFHl+REsURP13AuYfRaGCuD492dcXt2e8rpTLr17P07C46yPrPQcDrad1lMhnUZK8/AFSNec1QCkjNyHrT5pYdrybLOrGaDJBBBpkMmPXnzdJ/0ERERERU7X32bgNM725X3tV467lBkWY9VSqVKv+m/KWlpeHq1av48ssvJdu7d++O8+fPqzwmNTUVqamp4v34eNWz9JUHs1cTAzyMTMTX+26Vc22IiIiIiN4O738fwsutUaVpeSwtxV5HkYrm+fPnyMzMhIWFhWS7hYWFZGmRnJYuXYoFCxa8jeoV28BWtXD4VgQMtDXRxsYYACAgqyVQEAC1V2+c7O4tslcth7JXrX7ZMpWCOIOdAOH1PllWy2JCSgYMtTUBVe/DVw2PSkGAILz6F1nHZa9DRkRERERU2uJTMqDQ0SzvarxVRUoUv/vuuyIXOHny5BJXpirK/ctDQQOcZ82aBS8vL/F+fHw8ateuXab1KyrXRma4+03P8q5GgTjjKRERUemxUmiLYw1zW9CvSYl6GM3o3girfO8XHlgCWupqsKqhjeDolwCAL3rYoW8za/x57SkCnyfi7MNoPE9MzXOchaEcz+JTYWdhAJkMuBuRAHU1GTKVAlrbGEFHSwNpGZm4ERqHQ1M64vsTDxH4PAnWNXSQlJoBD5e6cLYxxrmHzyEDsPTQXXRrbA6nukYIfZEMuaYaahnpoJ6pPjadeQwDbU00tjLA7suhOP8oGm1sjNGunjGO3olEUmoGZvW0hwDgwH/h6N7EAhpqarC3MoCWuho01dUgQMDzhDQodDQRn5KOqIRUnLwXie1+wRjnWg8j29bFy7RMXA56gdAXL9GnmTWsamhj/40wPIxMxMCWNXEtJAbv2lugtrEOUtKVEAQBCh1NBEe/hKGOJqITU1HfTB8PIhNhqq8FhY4mLgfFoIauJuwsDBAa8xJpGUrUMdFFaoYSiSkZOH43Ei1r18Cd8Hg42xhj14VgNK2lQERcCoa2rgOFrmZWo0BqBgzkGpDJZEhISYe6mgyp6UoYaGsgISUDIS9eQikIeJ6YhrQMJSwV2ngam4zOdmZISs2ArpYG0jOVeBSZCOsaOvAPjUUbG2NYKrRxKfAFAp7GITTmJZRKAQ3M9WFuqA0TPS3sufYU/VtYw9ZUD+pqMhwOiMBf/k8xt48DbEz0kK5UQl+ugf+exKGRhT60NNRw80kcbEz1YJFrOZ7qokhjFG1tbYtWmEyGx49LviByVZKWlgZdXV38/vvvGDhwoLh9ypQpuH79Ok6dOlVoGRVpjGJlIAgCbGcdLO9qEBFRBaCtqYYfPZzx4auJSkrD0Wmd8O/dSCw9dDffmLa2xrgY+CLP9k0fOuObf24j5EVWEnN5djdsOx8In0uh+KiDDVrVMUJkQiqeJ6ZCJpNh18Vg1Kyhg7Ed66FVnRoYu/0KXqZlYvvHbZCUmgHPn68gOikNJnpaGNq6NnTlGvjj6hNcCnwBNwcLrB3SAl/tvYleTa3g3sQSSakZkMmA22HxaGCujxq60onpUtIz4R8SC6e6RtBQyxr/nz2ByKc7r+HwrQjoaqnjwOSOsDHRhUwmg1IpoNGcQ8hQCuLSI+cePkfNGjrQ19bAuYfPcTnoBbo2tkBrG2Po55gk5VFUIgzkGlh04A4+cK6Fjg1fL7v24FkC9OQasK6hAwCIS07HpcAXaFG7Bk7cjYSlQhudGpkhPxceRyM6MQ29m1mp3J+eqcTea08h11RDv+bW1a47IVVeFXIyGyqZtm3bwsnJCevXrxe3OTg4oH///pVuMpvK4lZYHHp/d7a8q0FEVGxtbIxxKShvglHaci61UJpWvN8M4bEpaGJtiLE/XxG3Byxwh+PX0lmpfad1wlSf6+jfwjrfpMtETwsze9hjcOusnjWqeo34zXoXL9Myoaelgf7fn8Wz+FT4TuskmWXx5L1IcU3GoGW9kZ6phKa6GqITU+H12w24NjLDRx1sIJPJcDU4BrWNsmbovBOegL7rXv9/8s9n74izM6akZ2Le3wGISkjFwv6OiEtOh52lgTgLo9+jaKw5dh8ze9hnraVYzwQm+nIEPI3D9N9uYHznehjYslZJLnOhwuOSYaovF+tSWpRKQeXyE3HJ6VAqBXHdSiIqO5UqUSzuwrHVTfbyGBs3boSLiwt+/PFHbNq0Cbdu3ULdunULPZ6JYvEplQLqfcVWRSJ6c6b6cpXd1ErLxpFOMDOQIyYpDcb6WqhjrIvPf7+BE/eiAEDs+qbKogGO6NPMCi0WShO+HzycsO9GGDo3MkO3xhZoqSIhDFrWGwFP47DyyD2cuh8lbm9tY4TLQTEAgPuLekJTXYZPd15DfEo6do5pCzU1GS4+jsaQHy8AAKZ0bYj/HX8geTzZi8ELggDf289Qy0gHTawVWHroDq4GxeBKcAwaWxni0JTX6wkHPU/Cx9svY1ynemhkYYAPNvphmlsjTOhcX/L94mlsMu6Gx+P0/Shs9wvGjx5O6N7k9eLziakZeJ6QChtTPcnjzchUYsKua2hWS4FJ7zYs4BmREgQBU3dfR3D0S0zp2hBd7M2LfCwRUVmoFIni5s2bsWbNGjx4kPUfRMOGDTF16lSMHTu21CtY2a1fvx4rVqxAeHg4HB0dsWbNGnTq1KlIxzJRLBmPzRdx5kHW2ktqMiCf71lERAXa+lFrfPSqJUqVR0t6oX4Rf5jqbGcGS0Nt+FwOBZA19stvVleVsdktZ7pa6hjZri5+PP0YLevUwB/j2yM4Ogm2pnpiAvUoKhE/nXmMXy9llRu0rLekrG/+uY3NZwOhramGlHRlnphvj96H760I/D7eBQbamgiPS4ahtma+66gBQHB0EnS01MXFybPru+lDZ7g5WOR7HAA8T0yFobZmgQuY51wTjYiIXquQy2PkNHfuXKxZswafffYZXFxcAAB+fn6YNm0agoKCsGjRolKvZGU2YcIETJgwobyrUa1s+tAZ958loGlNBdIyldBSV+PYRaryujU2r1Kz/6paDLwwTnWNcDU4Bp90qocfT7/5ePnOjcwwrVsjPIhMwNXgGCSnZ6JbYwv8cfUJAIgzOOfn4eKeaDD7kHh/2aBmYqJY0JFf93XAgv238b+hLdHFzgxuDhZoVksBdTUZ6pnpS2Lrm+ljQT9HWBiqHrM1t48D5vRujNvh8fhw8yVMc2sk2e/l1gheObZZKXQKfEwAUNdET+X22saFH2v6aqmlgjBJJCKqGIqdKG7YsAGbNm3CsGHDxG39+vVDs2bN8NlnnzFRpHKnramOZrVqAADkGurlWxmit6SwpKUiG9muDnZeCJFs05Nr5EkUPdrVxY4LwfmW88d4F0QmpMLCUBt3wuPFngUAsHZIC0zdfb3Iddr+cRvIZDJM6fa6q2KmUsBq33t5zvn+Rj8AwLA2tcWWvWFt6kAjxxix7CWEvNwa4duj97F4YNN8z/1RB1sMa1MH2ppZn1+tXy1JlB8tDTVM7dYo3/0ymQxNrBW4MqdbmQwV8fmkHcLjkmFvyZ4vRERVSbETxczMTDg7O+fZ7uTkhIyMjFKpFNHb0qOJJWQy4FCA6rUtiSoLDbWyb4Xp/Kp1a/begDcqp3dTKxy4GS7e/9DFBl0bW2D7+SCcfDU+z1qhjagE6fjAWb3s0baeMSb94q+yXJlMJk5hnpqhFLdnd7Xs4WgJ+7mHJccMca6N7k0s0KqOkWQ8n6uK1jl1NZn4I1Q2Zxtj/ODhhFpGOrC3NMS9iASkpCsxv5+DJE7jVSI/uWtDjHnHtsCunQDEJLE0ldV8Au3qmZRJuUREVL6K/c1i5MiR2LBhQ57tP/74I0aMGFEqlSJ6WzZ6OMGprlF5V4PojWmql32LogzAYGfVa7vWM8vbHXHl+81UxubsWvi5ux0aWRigi505No50ErfP6tVYcsy1uW7Q1dJAn2bWkin28+Nglbd1S1XyZWEoR9fGFkWesdG9iQX+N7QFjnl1yrHNEk2ss7qG/jmhAw5O6Sj2Zviypz1M9bXwVY7HU1iSSEREVBGU6CfozZs3w9HREWPHjsXYsWPh6OiITZs2QU1NDV5eXuKNqKL457N3sGiAY5mU3ayWAne/6VEmZVPVtGZI81Ivs41t8Vp11o9oVexzqMlkYstYbsemuWJkuzrifZkM+MC5NoxVJGBtbI3Rq6klJndtiIldGkiOyWaqryX5ESdnObWNdQut6wx3O0zu2hBHpuY/eVh3BwuMc61faFk5yWQy9G9REw3MDQoPBjDetT4uz+6WZyZOIiKiiq7YiWJAQABatWoFMzMzPHr0CI8ePYKZmRlatWqFgIAA+Pv7w9/fH9evXy+D6hKVjGNNBUa2U70kyYCWNfM9zsJQjjHv2Oa7v7WNEf43tCW0NdVhpKsp2VezxuuJHSwM85/A4QOnWhjaWnUrDVVNDYuYZBRVzRo6xX4N9WoqXYh6bh8HlXGbPnw91CB7Ae51w1tKYka3t4GamkzyHrs53x1A1sQsubW2Mcb6EU6SSVQAQFbgFC+v5Zysu3191QmyvlwDXm6NYGeZ/7X+8UNnSeve6c+7wNxArrLOb4JLSBERUWVU7P4vJ06cKIt6EL0V8/s6YP7+25JtpvpyfD+8FSb+cg1A1hfP84+iAQB+X3aFmpoMFx5H41ZYvHjMgn5N0MPRUhwPBQCHpnRCH++z4rprxnpa+HZwc+hqaaChhT7iktNhqi/H9dAYDNqQNflFyzo1sOL9Zvjz2lNxNsSODU0lk3BQ1dKhQemM5/Ie1hKf/Zo1Vm9o69oqF8IuDW4OFhjWpg5+vRSCz1SsQbd5lDM622WtL2dvaYhrc92g0NEUJ9fp36ImOjY0w/oTDxH4PAmf97BDA3P9POUA0hZFQIZFAxwx+Ac/fPZuA5XxADCzhz36f3+uyI9n+aCmmLnnJr4dnLdVt46JLi7N7lbksoiIiKoyDpSgamV0B1vUNdHDR9suo02OmQRzju/q38JaTBSzv3zvGtsWvb87i6exyQCAUe1t8pRtqdDGeNd6WHTgDoCsL71tc0zykD0+yqnu6/NOfrdhntaGHWPa4sitCIzbcfVNHipVQL2bWmHd8JaSHx1KqkMDU/Hv0kgSZQCaWBviVlg8OjUyw+kcC7EvGeiIOb0bi61vOVff7dpYum6eqq6mxnpamJNPi2VOajneCzV0NWGqL8eNed3zPL7axrq4G5EAIKvr93jX+qhThO6oADCkdR30b1GzTCaLISIiqkqKnSimpKTA29sbJ06cQGRkJJRKpWT/tWvXSq1yRGWhi705znzRBZaK162BNY1edxPNPashANTQ1cLfkzrgvfXn8b5TrXzLHtmurpgoLntP9UQeReHexLLEx1LFNblr3h8Gxrxji81nA8X7X/Sww4rD93IfmocMgK2pHgKfJ6GHY9brpWlNBW4+jQMAnPmiC1YcuYf9N8KKXL99k95BWoYSMS/TMHrrJfEHEZlMJumiqcyZKZYidTUZtn7UGqnpmeJ6e6qS4MUDHKGlroaR7epCJpPhy572xToPk0QiIqLCFTtR/Pjjj3H06FG8//77aNOmDcdeUKWUezKMJtYKrHy/GWrW0EFjK0P8Ns4Fljm6lQJZXVRPf9GlwHK1NdURtKw3BEEo1nujbL52U2mzMdFFUPTLEh9v+2pCk/qvFk3X1lRDaxtjMVEMXNoLMpmsaImiDDg8tSPiXqbD/NVrdf2IVui4Imt4gLGeFryHtcTVoBcIi0sptDwTfS2oq8mgo6UOHS0d+E5zzTf2nVetmXVNitaKVxxdXnVjLYi5oTa+L8FkPERERFR0xU4UDxw4gIMHD6JDhw5lUR+icvNBjmn/29gWvMB1YYr7A0qvppZYe+z+G5+XytbX/Zrgo62XS3Rsx4am4rIQOlrqCFjgDg01GU7eixRjCnrdnPq8M9Izlej27Wlxm1xDHeaGqlvH1Ir5GuzTzLrIsSb6cvw3vzt02DJHRERUZRV71tOaNWvCwKB0Z+wjqq6y127T1dLA6c+74NvBLcq3QtXEhM71Va47+HGH/Ge4BbLG8JVUp4bSBdz15RrQ1lTPd2KX3GoZ6cJQR7PAGDOD17Pr5lyrsDBf93UQJ58pKkNtTWiql2iFJSIiIqoEiv2//OrVqzFz5kwEBweXRX2IqoW1Q1pgWrdGaFG7hritrGatpCwfdbABAAxqVQtf9LDHg8W98sRM7KJ6TT1dLXWc+/JdmBtoq9xfQzdvArd8UFPx7xXvN8PoV+fPrYG5AXaOaQvfaa/X+3Opl3dm1KK8PLQ11XF1Tjdcn+emMvHLXtB+QAtp62EZDTkkIiKiSqzYXU+dnZ2RkpKCevXqQVdXF5qa0i9IL168KLXKEVVVBa3dSGVjTm8HDGhREw45WgU3jGiFT3e9noArv66fhtqaknUxAeC9VjXRv0VNbD4biOFt6mD8ztez1M7sYS9JvgY7F7zG4TsNTSX3t37UGncjEjAgx7IPMpmsSINZTfTzX7Ozh6MlLn7VFWa5YhSFtFQSERFR9VPsRHHYsGF4+vQplixZAgsLC05mQ1RGfD5phx0XgnHgv/DyrkqVoK4mQ/McLbgA0LOpFfxmvQuXpf8CQL7Lvav6mHOuawzXRmZwbWSGgFczjWb7tHN9+FwKKXFdtTXVJa3Npvp5l5wo6uL0uT+jc679uXxQU/g9ika/FkUfn0hERETVQ7ETxfPnz8PPzw/Nm+ddrJiISk+7eiZoV88EB/47UN5VKXX1zPTwOCqpvKsBQDrpS0m7/5ob5m3Fa2RZMcZy25jqiut/5jakdR0MaV3nLdeIiIiIKoNij1G0t7dHcrLqLx1ERG+bm4NF4UEFyLkmYH4dJAa1yn/tTAAwN9DGmHekE+G0qmOEjSOdcHhqxxLXrV/zrJa+Tzs3AADJZDY6WkWbcXTVB83Rr7k1/pzQvsT1ICIiouqn2InismXLMH36dJw8eRLR0dGIj4+X3IiI3oR7k+Ilfgbaxe4YIZFzfJ6OpjrWj2gFoxyT0yx7rymmdGuY57jcSWXuRBHIGhNob1nymVK/HdwcvtM64eNXE+Foa6rj+HRXnJjRucizmlopdPDdsJZoVceoxPUgIiKi6qfY37B69OgBAOjatatke/YC45mZmaVTMyKqFpYPaoqZe26W+HhD7bwTsbSxNcaYd2wxbsdVFUdI6Wpp4PDUjlCXyaCproZeTa3Qvr4JWiw8CgDoYm+uchkIo1wznVrX0MHRaZ1KdWIYDXU1NLKQdmGtb1a05TSIiIiI3kSxE8UTJ07ku8/f3/+NKkNE1U9dEz3xb2M96aQt9c308NOo1rA01IbryhOITEgFANhZGCAwOgkGcg1M7dYQ284HSY7bMaYN5BrqWDOkOabtvlFoHXK3+il0NNHW1hiZSgHmBtLxh6s/aI7robHo7mCZp5yGFhVjXCIRERHRmyp2oujq6iq5HxcXh127duGnn37CjRs3MHXq1NKqGxFVM3sntMfiA3fE+zKZDLamWYnkkNa14f3vQwBZk8ccybHuYG7ZM4IObFkLt8PiJTN9FoVMJoPPJ+3Ev3Ma5FQLg5wKHrNIREREVNkVe4xitn///RcjR46ElZUVvL290atXL1y5cqU060ZEAPSKOGlJRbBogGPRAnOsB5hzvcG6JnqSJSya13r99zjX+kWuR87cbnZvB4ztWK/Ix74uQ8blf4iIiKjaKlaL4pMnT7Bt2zZs2bIFSUlJGDx4MNLT07Fnzx44ODiUVR2JqrXZvR3w1d6Sj+F7m8wM8i4Tsf3jNhi15VKRyxjb0RbB0UmIfZmOeX1ff67oy4v+ccX0joiIiOjNFLlFsVevXnBwcMDt27fh7e2NsLAweHt7l2XdiKiScWucd8bSusa6xSpDrqGOFe83x48fOuc7MYyRrnQs49aPWqO2sY54ny2BRERERG+myImir68vxo4diwULFqB3795QV6883eGI6O0o6YL1RbVhRCt0aGCCOX0aS7Z3sTPHhhFO4n2miURERERvpsiJ4pkzZ5CQkABnZ2e0bdsW69atQ1RUVFnWjYgA1DPTKzyoAqj/qp6ujcwk23M37jWy0Ef7BiYlOkfPplbYNbYdzA0KnpyGDYpEREREb6bIiaKLiws2bdqE8PBwjBs3Dj4+PqhZsyaUSiWOHj2KhISEsqwnUbXVrl7Jkqq3bdtHbQAAa4e0yDemRxNLHJnaCRpqrz96hJwz27yBnJPisOspERER0Zsp9qynurq6+Pjjj3H27FncvHkT06dPx7Jly2Bubo5+/fqVRR2JqBKo/WosolGutRBzy53E5V47saRKK+EkIiIiojdYHgMA7OzssGLFCjx58gS//vpradWJiKqYz95tAG1NNcxwt8uzz97SEF/1ssd3w1qWQ82IiIiISJViLY+RH3V1dQwYMAADBgwojeKIqIqZ3t0OU7s1gno+k9180qnoayTmR2CDIhEREVGpeaMWRSKqfhYNcCzRcTmTxC725gAAbc3S+wiyUhQ8wQ0RERERFV2ptCgSUfWwZGBTDG9bB63qGKHXd2dKXE6nhqb4fbwL6pmW3oyu5oba+MWzLQzkqtdeJCIiIqKiY4siERWZg7Wh+O/XfR3yjXvfqVaB5chkMrS2MYaJvrxU69e+vima1lKUaplERERE1RETRSIqkY862KJVnRoq9y3s30T8WwYuVUFERERU2VSpRNHGxgYymUxy+/LLLyUxISEh6Nu3L/T09GBqaorJkycjLS1NEnPz5k24urpCR0cHNWvWxMKFCyHkminj1KlTcHJygra2NurVq4eNGzfmqc+ePXvg4OAAuVwOBwcH7N27t/QfNFULA1pYl3cVAKDIKZ8a1zEkIiIiqtSq3BjFhQsXwtPTU7yvr68v/p2ZmYnevXvDzMwMZ8+eRXR0NEaNGgVBEODt7Q0AiI+Ph5ubG7p06YLLly/j/v37GD16NPT09DB9+nQAQGBgIHr16gVPT0/s3LkT586dw4QJE2BmZoZBgwYBAPz8/DBkyBB88803GDhwIPbu3YvBgwfj7NmzaNu27Vu8IlQVLBvUDO+1qgXf2xHYeSGkvKtDRERERFVclUsUDQwMYGlpqXKfr68vbt++jdDQUFhbZ7XQrF69GqNHj8bixYthaGiIXbt2ISUlBdu2bYNcLoejoyPu37+Pb7/9Fl5eXpDJZNi4cSPq1KmDtWvXAgAaN26MK1euYNWqVWKiuHbtWri5uWHWrFkAgFmzZuHUqVNYu3Yt15ykYtPWVEenRmY4dT/qrZ+7lpEOtDXVkZGpFMcoZuOKFERERERVU5XqegoAy5cvh4mJCVq0aIHFixdLupX6+fnB0dFRTBIBwN3dHampqbh69aoY4+rqCrlcLokJCwtDUFCQGNO9e3fJed3d3XHlyhWkp6cXGHP+/Pl8656amor4+HjJjai8nZ35Lo5O64R/p3eGprr0I6N5rRrlUykiIiIiKlNVKlGcMmUKfHx8cOLECUyaNAlr167FhAkTxP0RERGwsLCQHGNkZAQtLS1ERETkG5N9v7CYjIwMPH/+vMCY7DJUWbp0KRQKhXirXbt2cR4+VUMbRrR6K+eRyWRQU8s77vBzdztM69YIvtM65Yp//bemBscrEhEREVU2FT5RnD9/fp4JanLfrly5AgCYNm0aXF1d0axZM4wdOxYbN27E5s2bER0dLZYnUzHJhiAIku25Y7InsimNGFXnzzZr1izExcWJt9DQ0HxjiQCgZ1Orcj2/nlwDU7o1RCMLA8l2uYY6xrvWxyiXurBS6JRT7YiIiIiopCr8GMVJkyZh6NChBcbY2Nio3N6uXTsAwMOHD2FiYgJLS0tcvHhREhMTE4P09HSx9c/S0jJPq19kZCQAFBqjoaEBExOTAmNytzLmJJfLJV1eiSqzL3val3cViIiIiKiEKnyiaGpqClNT0xId6+/vDwCwsspqdXFxccHixYsRHh4ubvP19YVcLoeTk5MY89VXXyEtLQ1aWlpijLW1tZiQuri4YP/+/ZJz+fr6wtnZGZqammLM0aNHMW3aNElM+/btS/RYiICiL09BRERERPQmKnzX06Ly8/PDmjVrcP36dQQGBuK3337DuHHj0K9fP9SpUwcA0L17dzg4OMDDwwP+/v44fvw4ZsyYAU9PTxgaZs3mOHz4cMjlcowePRoBAQHYu3cvlixZIs54CgDjx49HcHAwvLy8cOfOHWzZsgWbN2/GjBkzxPpMmTIFvr6+WL58Oe7evYvly5fj2LFjmDp16lu/NkRERERERMVRZRJFuVyO3bt3o3PnznBwcMC8efPg6ekpWYpCXV0dBw4cgLa2Njp06IDBgwdjwIABWLVqlRijUChw9OhRPHnyBM7OzpgwYQK8vLzg5eUlxtja2uLgwYM4efIkWrRogW+++QbfffeduDQGALRv3x4+Pj7YunUrmjVrhm3btmH37t1cQ5HeiJ68wncCICIiIqIqQCZkz8JCFU58fDwUCgXi4uLEFk+q3hJS0tF0vq94P2hZb9h8eaBMzxm0rHeZlk9EREREhXvbuUGVaVEkqg4MtDXR2c6svKtBRERERFUcE0UiIiIiIiKSYKJIREREREREEkwUiUhCxjU4iIiIiKo9JopElYyxrlaZlt+ydo0yLZ+IiIiIKj7OtU9Uyczq1RjhcSkY3rZOmZQvY5MiERERUbXHFkWiSsbMQI5fP2mHvs2t36icoa1rl1KNiIiIiKiqYaJIVEW0sTEutbJ0NNVLrSwiIiIiqnyYKBJRHtO7NyrvKhARERFROWKiSFRFCBCKFc+hiERERESUHyaKRFWEDMz8iIiIiKh0MFEkqiqYJxIRERFRKWGiSERERERERBJMFImqiuINUSQiIiIiyhcTRaKqohhdT/u94RqMRERERFS1MVEkqiKKM0Txu2Ety6weRERERFT5MVEkqiJKa7kLzolDREREREwUiaoItVLKFDnUkYiIiIiYKBJRHgKzRSIiIqJqjYkiURVR/AZF1Qew6ykRERERMVEkqiJkTPGIiIiIqJQwUSSqIkprMhsiIiIiIiaKRNVUA3P98q4CEREREVVQGuVdASIqHcWd9fRDl7pISEmHiZ4W5v59q4xqRURERESVERNFompKU10NU7s1wq2wuDz7HKwNy6FGRERERFRRMFEkqiJyNiiuHdICzjZG2H4+CJvOBBZ4XO6lMGQyoEMDU3w/vBW7pxIRERFVUxyjSFRFtLU1Ef/u2dQStYx00aeZdYnL693MCnaWBqVRNSIiIiKqZNiiSFTJXZrdFU9jkpGcllneVSEiIiKiKoItikSVnLmBNlrWMSrvahARERFRFcJEkagKEwoPyeOTTvVLvR5EREREVLkwUSSqgmQo3lIZObk5WJRiTYiIiIioMmKiSERERERERBJMFImqipI3IhIRERERSVSaRHHx4sVo3749dHV1UaNGDZUxISEh6Nu3L/T09GBqaorJkycjLS1NEnPz5k24urpCR0cHNWvWxMKFCyHkWkju1KlTcHJygra2NurVq4eNGzfmOdeePXvg4OAAuVwOBwcH7N27N0/M+vXrYWtrC21tbTg5OeHMmTMlvwBERERERERvSaVJFNPS0vDBBx/g008/Vbk/MzMTvXv3RlJSEs6ePQsfHx/s2bMH06dPF2Pi4+Ph5uYGa2trXL58Gd7e3li1ahW+/fZbMSYwMBC9evVCx44d4e/vj6+++gqTJ0/Gnj17xBg/Pz8MGTIEHh4euHHjBjw8PDB48GBcvHhRjNm9ezemTp2K2bNnw9/fHx07dkTPnj0REhJSBleHqOTUZGyKJCIiIiIpmZC7Oa2C27ZtG6ZOnYrY2FjJ9kOHDqFPnz4IDQ2FtXXWIuM+Pj4YPXo0IiMjYWhoiA0bNmDWrFl49uwZ5HI5AGDZsmXw9vbGkydPIJPJMHPmTOzbtw937twRyx4/fjxu3LgBPz8/AMCQIUMQHx+PQ4cOiTE9evSAkZERfv31VwBA27Zt0apVK2zYsEGMady4MQYMGIClS5cW6bHGx8dDoVAgLi4OhoaGxb9YVK2cf/Qcwzdl/VjxYHFPaKqr4XpoLAZ8fy5PbNCy3uLfSqWAel8dVLmPiIiIiCqGt50bVJoWxcL4+fnB0dFRTBIBwN3dHampqbh69aoY4+rqKiaJ2TFhYWEICgoSY7p37y4p293dHVeuXEF6enqBMefPnweQ1fp59erVPDHdu3cXY1RJTU1FfHy85EZU1tTUZKihq1ne1SAiIiKiCqTKJIoRERGwsJBO629kZAQtLS1ERETkG5N9v7CYjIwMPH/+vMCY7DKeP3+OzMzMAmNUWbp0KRQKhXirXbt2kR47ERERERFRaSrXRHH+/PmQyWQF3q5cuVLk8mQqxloJgiDZnjsmu+dtacTk3laUmJxmzZqFuLg48RYaGppvLFFuqtZOVNWz3MxAnmcbEREREVFOGuV58kmTJmHo0KEFxtjY2BSpLEtLS8lkMgAQExOD9PR0sWXP0tIyT4teZGQkABQao6GhARMTkwJjssswNTWFurp6gTGqyOVySbdYouIQULThxidndC7bihARERFRpVeuLYqmpqawt7cv8KatrV2kslxcXBAQEIDw8HBxm6+vL+RyOZycnMSY06dPS5bM8PX1hbW1tZiQuri44OjRo5KyfX194ezsDE1NzQJj2rdvDwDQ0tKCk5NTnpijR4+KMURlKbttUVULtp68XH8fIiIiIqJKoNKMUQwJCcH169cREhKCzMxMXL9+HdevX0diYiKArIliHBwc4OHhAX9/fxw/fhwzZsyAp6enOCvQ8OHDIZfLMXr0aAQEBGDv3r1YsmQJvLy8xC/U48ePR3BwMLy8vHDnzh1s2bIFmzdvxowZM8S6TJkyBb6+vli+fDnu3r2L5cuX49ixY5g6daoY4+XlhZ9++glbtmzBnTt3MG3aNISEhGD8+PFv76JRtVfUSY0r19zHRERERFTWKk3Twrx587B9+3bxfsuWLQEAJ06cQOfOnaGuro4DBw5gwoQJ6NChA3R0dDB8+HCsWrVKPEahUODo0aOYOHEinJ2dYWRkBC8vL3h5eYkxtra2OHjwIKZNm4bvv/8e1tbW+O677zBo0CAxpn379vDx8cGcOXMwd+5c1K9fH7t370bbtm3FmCFDhiA6OhoLFy5EeHg4HB0dcfDgQdStW7csLxNVY6rGKBIRERERlUSlW0exOuE6ilQcfo+iMWzTBQDAw8U9oaGuBv+QGAxcL12SRdU6iS0W+iL2ZXq++4mIiIiofHEdRSJ66/hzERERERHlxESRiIiIiIiIJJgoElVBBa3XqQp7oBMRERFRTkwUiYiIiIiISIKJIlEV1rSmAk2sCx/sXNwWSCIiIiKq2pgoElVB2Wmfhroa/vnsHVgYyguMZ9dTIiIiIsqJiSJRFcfWQiIiIiIqLiaKRFVQ7txQBiaLRERERFR0TBSJCJO7NgQAvNeyZjnXhIiIiIgqAo3yrgARlT0BBY9BHPOOLTrbmcHWVP8t1YiIiIiIKjImikRVUHHHJcpkMjQwNyij2hARERFRZcOup0RERERERCTBRJGIiIiIiIgkmCgSERERERGRBBNFIiIiIiIikmCiSERERERERBJMFImIiIiIiEiCiSJRFVHYWolEREREREXFRJGIiIiIiIgkmCgSVREyyMq7CkRERERURTBRJKoiCup6KrBXKhEREREVAxNFIiIiIiIikmCiSFRFsOspEREREZUWJopEVQRnPSUiIiKi0sJEkYiIiIiIiCSYKBJVEex6SkRERESlhYkiURXBrqdEREREVFqYKBIREREREZEEE0UiIiIiIiKSYKJIREREREREEkwUiaoBjl4kIiIiouJgokhEREREREQSTBSJiIiIiIhIotIkiosXL0b79u2hq6uLGjVqqIyRyWR5bhs3bpTE3Lx5E66urtDR0UHNmjWxcOFCCIK0Y96pU6fg5OQEbW1t1KtXL08ZALBnzx44ODhALpfDwcEBe/fuzROzfv162NraQltbG05OTjhz5kzJLwDRG+AKi0RERERUHJUmUUxLS8MHH3yATz/9tMC4rVu3Ijw8XLyNGjVK3BcfHw83NzdYW1vj8uXL8Pb2xqpVq/Dtt9+KMYGBgejVqxc6duwIf39/fPXVV5g8eTL27Nkjxvj5+WHIkCHw8PDAjRs34OHhgcGDB+PixYtizO7duzF16lTMnj0b/v7+6NixI3r27ImQkJBSvCpERcMxikRERERUHDIhd3NaBbdt2zZMnToVsbGxefbJZDLs3bsXAwYMUHnshg0bMGvWLDx79gxyuRwAsGzZMnh7e+PJkyeQyWSYOXMm9u3bhzt37ojHjR8/Hjdu3ICfnx8AYMiQIYiPj8ehQ4fEmB49esDIyAi//vorAKBt27Zo1aoVNmzYIMY0btwYAwYMwNKlS4v0WOPj46FQKBAXFwdDQ8MiHUPV1/lHzzF8U9aPFUHLekv2tV58DFEJqSr3EREREVHF97Zzg0rTolhUkyZNgqmpKVq3bo2NGzdCqVSK+/z8/ODq6iomiQDg7u6OsLAwBAUFiTHdu3eXlOnu7o4rV64gPT29wJjz588DyGr9vHr1ap6Y7t27izGqpKamIj4+XnIjIiIiIiJ626pUovjNN9/g999/x7FjxzB06FBMnz4dS5YsEfdHRETAwsJCckz2/YiIiAJjMjIy8Pz58wJjsst4/vw5MjMzC4xRZenSpVAoFOKtdu3axXn4REREREREpaJcE8X58+ernIAm5+3KlStFLm/OnDlwcXFBixYtMH36dCxcuBArV66UxMhk0mk9snve5txe0pjc24oSk9OsWbMQFxcn3kJDQ/ONJSqOD9vVBQB0bGhazjUhIiIiospAozxPPmnSJAwdOrTAGBsbmxKX365dO8THx+PZs2ewsLCApaVlnha9yMhIAK9bFvOL0dDQgImJSYEx2WWYmppCXV29wBhV5HK5pFssUWmZ0KUB2tU3QdOaivKuChERERFVAuWaKJqamsLUtOxaOPz9/aGtrS0up+Hi4oKvvvoKaWlp0NLSAgD4+vrC2tpaTEhdXFywf/9+STm+vr5wdnaGpqamGHP06FFMmzZNEtO+fXsAgJaWFpycnHD06FEMHDhQjDl69Cj69+9fVg+XKF/qajK0tjEu72oQERERUSVRrolicYSEhODFixcICQlBZmYmrl+/DgBo0KAB9PX1sX//fkRERMDFxQU6Ojo4ceIEZs+ejU8++URspRs+fDgWLFiA0aNH46uvvsKDBw+wZMkSzJs3T+wSOn78eKxbtw5eXl7w9PSEn58fNm/eLM5mCgBTpkxBp06dsHz5cvTv3x9///03jh07hrNnz4oxXl5e8PDwgLOzM1xcXPDjjz8iJCQE48ePf3sXjYiIiIiIqCSESmLUqFECspaDk9xOnDghCIIgHDp0SGjRooWgr68v6OrqCo6OjsLatWuF9PR0STn//fef0LFjR0EulwuWlpbC/PnzBaVSKYk5efKk0LJlS0FLS0uwsbERNmzYkKc+v//+u2BnZydoamoK9vb2wp49e/LEfP/990LdunUFLS0toVWrVsKpU6eK9Zjj4uIEAEJcXFyxjqPq6UZojFB35j9C3Zn/lHdViIiIiKiUve3coNKto1idcB1FKg5BEPDNP3dQy0gHH79jW97VISIiIqJS9LZzg0rT9ZSICiaTyTCvr0N5V4OIiIiIqoAqtY4iERERERERvTkmikRERERERCTBRJGIiIiIiIgkmCgSERERERGRBBNFIiIiIiIikmCiSERERERERBJMFImIiIiIiEiCiSIRERERERFJMFEkIiIiIiIiCSaKREREREREJMFEkYiIiIiIiCQ0yrsClD9BEAAA8fHx5VwTIiIiIiIqT9k5QXaOUNaYKFZgCQkJAIDatWuXc02IiIiIiKgiSEhIgEKhKPPzyIS3lZJSsSmVSoSFhcHAwAAymUyyLz4+HrVr10ZoaCgMDQ3LqYZUHvjcV1987qsvPvfVE5/36ovPffVV0HMvCAISEhJgbW0NNbWyH0HIFsUKTE1NDbVq1SowxtDQkB8g1RSf++qLz331xee+euLzXn3xua++8nvu30ZLYjZOZkNEREREREQSTBSJiIiIiIhIgoliJSWXy/H1119DLpeXd1XoLeNzX33xua+++NxXT3zeqy8+99VXRXruOZkNERERERERSbBFkYiIiIiIiCSYKBIREREREZEEE0UiIiIiIiKSYKJIREREREREEkwU35L169fD1tYW2tracHJywpkzZwqMP3XqFJycnKCtrY169er9v717D4rqPP8A/l2X5Q4SMNzDcomyooaLxAglAhoBGxsiRhGDAakSpjiy1CFiNQUxEmqahGSSglojiZjqJKhjdAKiCGI0QDGmRCgCghqFMip46Uauz+8Pyvl5XERU1l3b5zOzf+x7nvOe9z3PPMq75+xZ5ObmqsUUFBTAw8MDBgYG8PDwwN69e9ViLl26hOjoaFhZWcHY2BheXl6orq4WthMR0tPTYW9vDyMjIwQFBeHMmTOPPmEm0NXcx8bGQiKRiF7Tp09/9AkzANrJu7Ozs1pOJRIJEhMThRiuec3T1dxzzWueNnLf29uLdevWwcXFBUZGRnB1dUVGRgb6+/uFGK57zdPV3HPda542cn/z5k0olUrI5XIYGRnB398fVVVVophRqXtiGrdr1y6SyWS0detWqq2tpaSkJDIxMaHz588PGX/u3DkyNjampKQkqq2tpa1bt5JMJqOvv/5aiDlx4gRJpVLKzMykuro6yszMJD09Pfr++++FmGvXrpFcLqfY2FiqqKig5uZmOnz4MDU2NgoxWVlZZGZmRgUFBVRTU0ORkZFkZ2dHN27c0NwJ+R+iy7mPiYmhsLAwam1tFV5Xr17V3Mn4H6KtvLe3t4vyWVxcTADo6NGjQgzXvGbpcu655jVLW7l/5513yMrKig4cOEDNzc301VdfkampKWVnZwsxXPeapcu557rXLG3lfuHCheTh4UFlZWXU0NBAaWlpZG5uTj///LMQMxp1zwvFx2DatGmUkJAgalMoFJSamjpk/FtvvUUKhULU9uabb9L06dOF9wsXLqSwsDBRTGhoKC1atEh4v3r1agoICLjnuPr7+8nW1paysrKEttu3b9PYsWMpNzf3/hNj96WruSca+M8jPDx8JNNgD0hbeb9bUlISubm5UX9/PxFxzT8Oupp7Iq55TdNW7l9++WWKi4sTxURERFB0dDQRcd0/DrqaeyKue03TRu5VKhVJpVI6cOCAKMbT05PWrl1LRKNX93zrqYZ1d3ejuroaISEhovaQkBCcOHFiyH1OnjypFh8aGoq///3v6OnpGTbmzj73798PX19fLFiwANbW1vD29sbWrVuF7c3NzWhraxP1Y2BggMDAwHuOjY2cLud+UGlpKaytrTFhwgQsX74c7e3tDzVX9v+0mfe7x5Gfn4+4uDhIJBIAXPOapsu5H8Q1rxnazH1AQACOHDmCs2fPAgB+/PFHHD9+HL/+9a8BcN1rmi7nfhDXvWZoK/e9vb3o6+uDoaGhKMbIyAjHjx8HMHp1zwtFDbty5Qr6+vpgY2MjarexsUFbW9uQ+7S1tQ0Z39vbiytXrgwbc2ef586dQ05ODsaPH4+ioiIkJCRg5cqV+OKLL4Q+Bvcb6djYyOly7gFgzpw52LlzJ0pKSvD++++jqqoKM2fORFdX1yPN+3+dNvN+p3379qGzsxOxsbGi4wzuN9J+2Mjpcu4BrnlN0mbuV69ejaioKCgUCshkMnh7e0OpVCIqKkroY3C/kY6NjZwu5x7gutckbeXezMwMfn5+2LBhAy5fvoy+vj7k5+ejoqICra2tQh+D+410bEPRG3EkeyR3f6pLRGpt94u/u/1+ffb398PX1xeZmZkAAG9vb5w5cwY5OTl44403Hnps7MHoau4jIyOF+MmTJ8PX1xdyuRwHDx5ERETEg0yRDUEbeb/Ttm3bMGfOHNjb2z/y2NiD0dXcc81rnjZyv3v3buTn5+PLL7/EpEmTcPr0aSiVStjb2yMmJuahx8YejK7mnute87SR+x07diAuLg4ODg6QSqXw8fHB4sWLcerUqUca2934iqKGjRs3DlKpVG313t7errbKH2RraztkvJ6eHqysrIaNubNPOzs7eHh4iGImTpyICxcuCH0AeKCxsZHT5dwPxc7ODnK5HA0NDfefHLsnbeZ90Pnz53H48GEsW7ZM7TgA17ym6HLuh8I1P3q0mfuUlBSkpqZi0aJFmDJlCpYsWYLk5GS8++67Qh8A172m6HLuh8J1P3q0mXs3NzeUlZXh1q1buHjxIiorK9HT0wMXFxehD+DR654Xihqmr6+PqVOnori4WNReXFwMf3//Iffx8/NTiz906BB8fX0hk8mGjbmzz1/96leor68XxZw9exZyuRwA4OLiAltbW1E/3d3dKCsru+fY2Mjpcu6HcvXqVVy8eBF2dnb3nxy7J23mfdD27dthbW2Nl19+WdTONa9Zupz7oXDNjx5t5l6lUmHMGPGfc1KpVPiJBK57zdLl3A+F63706MK/+SYmJrCzs0NHRweKiooQHh4OYBTrfsSPvWEPbfDRudu2baPa2lpSKpVkYmJCLS0tRESUmppKS5YsEeIHH52bnJxMtbW1tG3bNrVH53733XcklUopKyuL6urqKCsrS+3RuZWVlaSnp0cbN26khoYG2rlzJxkbG1N+fr4Qk5WVRWPHjqU9e/ZQTU0NRUVF8SOzR5Gu5v7mzZu0atUqOnHiBDU3N9PRo0fJz8+PHBwcOPejQFt5JyLq6+sjJycnWr169ZBj45rXLF3NPde85mkr9zExMeTg4CD8RMKePXto3Lhx9NZbbwkxXPeapau557rXPG3lvrCwkL799ls6d+4cHTp0iDw9PWnatGnU3d0txIxG3fNC8TH59NNPSS6Xk76+Pvn4+FBZWZmwLSYmhgIDA0XxpaWl5O3tTfr6+uTs7Ew5OTlqfX711Vfk7u5OMpmMFAoFFRQUqMV88803NHnyZDIwMCCFQkFbtmwRbe/v76e0tDSytbUlAwMDmjFjBtXU1IzOpBkR6WbuVSoVhYSE0NNPP00ymYycnJwoJiaGLly4MHoT/x+nrbwXFRURAKqvrx9yXFzzmqeLueeafzy0kfsbN25QUlISOTk5kaGhIbm6utLatWupq6tLiOG61zxdzD3X/eOhjdzv3r2bXF1dSV9fn2xtbSkxMZE6OztFMaNR9xKi/3yDkjHGGGOMMcYYA39HkTHGGGOMMcbYXXihyBhjjDHGGGNMhBeKjDHGGGOMMcZEeKHIGGOMMcYYY0yEF4qMMcYYY4wxxkR4ocgYY4wxxhhjTIQXiowxxhhjjDHGRHihyBhjjDHGGNOYLVu2ICgoCObm5pBIJOjs7LzvPjdv3oRSqYRcLoeRkRH8/f1RVVWlFldXV4dXXnkFY8eOhZmZGaZPn44LFy6IYk6ePImZM2fCxMQEFhYWCAoKwi+//CJsP3XqFGbPng0LCwtYWVkhPj4et27dGnJcV69ehaOjo9o86uvrERwcDBsbGxgaGsLV1RXr1q1DT0/PyE7SXYgIc+bMgUQiwb59+x6qj0fFC0XGGGPsAaSnp8PLy0trx3/77bcRHx+vlWN3dXXByckJ1dXVWjk+Y0x3BQUFIS8vb8htKpUKYWFh+MMf/jDi/pYtW4bi4mLs2LEDNTU1CAkJwUsvvYRLly4JMU1NTQgICIBCoUBpaSl+/PFHvP322zA0NBRiTp48ibCwMISEhKCyshJVVVVYsWIFxowZWAZdvnwZL730Ep599llUVFSgsLAQZ86cQWxs7JDj+u1vf4vnnntOrV0mk+GNN97AoUOHUF9fj+zsbGzduhVpaWkjnvOdsrOzIZFIHmrfUUOMMcYYIyIiAMO+YmJi6ObNm3TlyhWtjK+trY3MzMyoublZaAsMDKSkpCS12L1799Lgf/OBgYHDzksulxMRUWtrK61YsYJcXFxIX1+fHB0dae7cuXT48GGh348++ohmzZqlyWkyxp5AgYGBtH379mFjjh49SgCoo6Nj2DiVSkVSqZQOHDggavf09KS1a9cK7yMjIyk6OnrYvl544QVat27dPbdv3ryZrK2tqa+vT2j74YcfCAA1NDSIYv/yl79QYGAgHTlyZETzSE5OpoCAAFHb/v37ycfHhwwMDMjFxYXS09Opp6dHFHP69GlydHSk1tZWAkB79+4d9jiawlcUGWOMsf9obW0VXtnZ2TA3Nxe1ffTRRzA1NYWVlZVWxrdt2zb4+fnB2dn5gfbbs2ePMIfKykoAwOHDh4W2qqoqtLS0YOrUqSgpKcGmTZtQU1ODwsJCBAcHIzExUejr9ddfR3l5Oerq6kZzaowxJujt7UVfX5/oyiAAGBkZ4fjx4wCA/v5+HDx4EBMmTEBoaCisra3xwgsviG7TbG9vR0VFBaytreHv7w8bGxsEBgYKfQADd0ro6+sLVxgHjwNAFFdbW4uMjAx88cUXoth7aWxsRGFhIQIDA4W2oqIiREdHY+XKlaitrcXmzZuRl5eHjRs3CjEqlQpRUVH45JNPYGtrO8Izphm8UGSMMcb+w9bWVniNHTsWEolEre3uW09jY2Px6quvIjMzEzY2NrCwsMD69evR29uLlJQUWFpawtHREZ999pnoWJcuXUJkZCSeeuopWFlZITw8HC0tLcOOb9euXXjllVceeF6WlpbCHJ5++mkAgJWVlajtd7/7HSQSCSorK/Haa69hwoQJmDRpEn7/+9/j+++/F/qysrKCv78//va3vz3wOBhjbCTMzMzg5+eHDRs24PLly+jr60N+fj4qKirQ2toKYGAReOvWLWRlZSEsLAyHDh3CvHnzEBERgbKyMgDAuXPnAAx8ZWD58uUoLCyEj48PZs2ahYaGBgDAzJkz0dbWhvfeew/d3d3o6OgQbpEdPFZXVxeioqLw3nvvwcnJadix+/v7w9DQEOPHj8eLL76IjIwMYdvGjRuRmpqKmJgYuLq6Yvbs2diwYQM2b94sxCQnJ8Pf3x/h4eGjdDYfHi8UGWOMsUdUUlKCy5cv49ixY/jggw+Qnp6OuXPn4qmnnkJFRQUSEhKQkJCAixcvAhj4xDg4OBimpqY4duwYjh8/DlNTU4SFhaG7u3vIY3R0dOCnn36Cr6/vqI//2rVrKCwsRGJiIkxMTNS2W1hYiN5PmzYN5eXloz4OxtiTIzMzE6ampsKrvLwcCQkJam0Pa8eOHSAiODg4wMDAAB9//DEWL14MqVQKYOCKIgCEh4cjOTkZXl5eSE1Nxdy5c5GbmyuKefPNN7F06VJ4e3vjww8/hLu7u/Dh3aRJk/D555/j/fffh7GxMWxtbeHq6gobGxvhWGvWrMHEiRMRHR1933Hv3r0bp06dwpdffomDBw/iz3/+s7CturoaGRkZonO0fPlytLa2QqVSYf/+/SgpKUF2dvZDn7fRpKftATDGGGNPOktLS3z88ccYM2YM3N3dsWnTJqhUKuFT6TVr1iArKwvfffcdFi1ahF27dmHMmDH461//KjysYPv27bCwsEBpaSlCQkLUjnH+/HkQEezt7Ud9/I2NjSAiKBSKEcU7ODjc9+onY+y/W0JCAhYuXCi8f/311zF//nxEREQIbQ4ODg/dv5ubG8rKyvDvf/8bN27cgJ2dHSIjI+Hi4gIAGDduHPT09ODh4SHab+LEicIto3Z2dgAwZMydT0ZdvHgxFi9ejH/9618wMTGBRCLBBx98IByrpKQENTU1+PrrrwEMPJF0cAxr167F+vXrhb6eeeYZ4Zh9fX2Ij4/HqlWrIJVK0d/fj/Xr14vO0SBDQ0OUlJSgqalJ7cO5+fPn48UXX0RpaekDncNHxQtFxhhj7BFNmjRJ9J0VGxsbTJ48WXgvlUphZWWF9vZ2AAOfKjc2NsLMzEzUz+3bt9HU1DTkMQYf5X73d3ZGw+AfPSN9wp6RkRFUKtWoj4Mx9uSwtLSEpaWl8N7IyAjW1tZ49tlnR/U4JiYmMDExQUdHB4qKirBp0yYAgL6+Pp5//nnU19eL4s+ePQu5XA4AcHZ2hr29/ZAxc+bMUTuWjY0NAOCzzz6DoaEhZs+eDQAoKCgQ/ZxGVVUV4uLiUF5eDjc3t3uOnYjQ09Mj/Bvr4+OD+vr6e56j1NRULFu2TNQ2ZcoUfPjhh/jNb35zz+NoCi8UGWOMsUckk8lE7yUSyZBtg7dB9ff3Y+rUqdi5c6daX4PfIbzbuHHjAAzcgnpnjLm5Oa5fv64W39nZCXNz8xGNf/z48ZBIJKirq8Orr7563/hr167dc5yMMXa3trY2tLW1obGxEQBQU1MDMzMzODk5CYvNWbNmYd68eVixYgWAgQe/EBHc3d3R2NiIlJQUuLu7Y+nSpUK/KSkpiIyMxIwZMxAcHIzCwkJ88803wpU3iUSClJQUpKWlwdPTE15eXvj888/xz3/+U7g6CACffPIJ/P39YWpqiuLiYqSkpCArK0u4snf3YvDKlSsABq5MDsbs3LkTMpkMU6ZMgYGBAaqrq7FmzRpERkZCT29gyfXHP/4Rc+fOxTPPPIMFCxZgzJgx+Mc//oGamhq88847wvfG7+bk5CRc3XyceKHIGGOMPWY+Pj7YvXs3rK2tR7yYc3Nzg7m5OWprazFhwgShXaFQ4Ntvv1WLr6qqgru7+4j6trS0RGhoKD799FOsXLlS7XuKnZ2doluhfvrpJ3h7e4+ob8YYy83NFd2eOWPGDAADt9wP/l5hU1OTsAADgOvXr2PNmjX4+eefYWlpifnz52Pjxo2iD+HmzZuH3NxcvPvuu1i5ciXc3d1RUFCAgIAAIUapVOL27dtITk7GtWvX4OnpieLiYtHir7KyEmlpabh16xYUCgU2b96MJUuWPNAc9fT08Kc//Qlnz54FEUEulyMxMRHJyclCTGhoKA4cOICMjAxs2rQJMpkMCoVC7SqirpDQ4LVQxhhjjAny8vKgVCrR2dkpak9PT8e+fftw+vRpAANPPe3s7BQ9kj0oKAheXl6iBxI4OztDqVRCqVRCpVLBy8sLDg4OyMjIgKOjIy5cuIA9e/YgJSUFjo6OQ45p/vz5cHFxET0coaWlBR4eHli6dCni4+NhZGSE4uJirFq1Cjt27MCCBQtEfbS0tMDFxQU//PCD6Omtzc3N8Pf3h6WlJTIyMvDcc8+ht7cXxcXFyMnJEf0chrOzMzZs2PDAf0gxxhh7cvBTTxljjLHHzNjYGMeOHYOTkxMiIiIwceJExMXF4Zdffhn2CmN8fDx27dol3MIKDCzaysvL0dTUhJCQEDz//PPIy8tDXl6e2iJxOC4uLjh16hSCg4OxatUqTJ48GbNnz8aRI0eQk5MjxJ08eRLXr1/Ha6+99nCTZ4wx9kTgK4qMMcbYE4KIMH36dCiVSkRFRWllDAsWLIC3t7fwRFfGGGP/nfiKImOMMfaEkEgk2LJlC3p7e7Vy/K6uLnh6eoq+c8MYY+y/E19RZIwxxhhjjDEmwlcUGWOMMcYYY4yJ8EKRMcYYY4wxxpgILxQZY4wxxhhjjInwQpExxhhjjDHGmAgvFBljjDHGGGOMifBCkTHGGGOMMcaYCC8UGWOMMcYYY4yJ8EKRMcYYY4wxxpgILxQZY4wxxhhjjIn8HwxUP8tXm8FqAAAAAElFTkSuQmCC", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from obspy.signal.filter import highpass\n", - "\n", - "# Define the cutoff frequency for the high-pass filter\n", - "high_cutoff = 5.0 # Hz\n", - "\n", - "# Apply the high-pass filter to each trace in the stream\n", - "for tr in stream:\n", - " highpass_trace = highpass(tr.data, high_cutoff, tr.stats.sampling_rate)\n", - " \n", - " # Plot the high-pass filtered signal\n", - " plt.figure(figsize=(10, 4))\n", - " plt.plot(tr.times(\"matplotlib\"), highpass_trace, label='High-pass Filtered Signal')\n", - " plt.xlabel('Time (UTC)')\n", - " plt.ylabel('Amplitude')\n", - " plt.title(f'High-pass Filtered Seismic Signal (Cutoff Frequency: {high_cutoff} Hz)')\n", - " plt.legend()\n", - " plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "0155ad05-9edd-4a6d-a5e4-aff11ee83a7e", - "metadata": {}, - "source": [ - "## Applying Band-pass Filter\n", - "A band-pass filter retains frequencies within a specific range and removes frequencies outside this range." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "1361119c-7626-4699-a831-3a8b5f0d843c", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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FmUyW7f5u06ZNtmvo6uoqOWdKWe/R+fPnC3p6esLly5cl5ZSfJQcPHhSXARAcHR2F6OhocVlYWJigp6cnzJ8/X1zWsmVLwcrKSnj16lW24ysp33e7d+8Wlz1//lwwMDAQZs2apXY7QXh3rn/44QchJSVFSExMFG7cuCH4+PgIzs7OGj97lZ+dv/32m6Cvry+5FsrP44sXL0q28fDwENq1ayc+nzx5siCTyST3riBkXMfM1yE3n2mCIAj6+vpCy5YtNb52QRCEa9euCWPHjhV2794tnDlzRtiwYYNQvXp1QV9fXzh8+HCO27+PGjVqqP18NDQ0lPwfqXT+/HkBgLB161a1+33+/LkAQPI+Utq6dasAQDh//rwgCIIwd+5ctfd527ZthSpVqmh8DZru1cwPde+jly9fChUqVBBq1KghREZGStYlJycLMpks2+cYkTqsUSQqYL/99hsuX76My5cv49ChQxg0aBBGjx6NlStXSsqdOHECrVu3hqWlJfT19WFoaIjvvvsOERERePXqlaRs3bp1Ub58efG5QqFAlSpV8OzZM3HZyZMn0apVKzg6OorL9PX18dFHH0n2lfVXy6y/oJubm6Nr166SZf369UN6erqkBlOb+OvWrQsjIyN8/vnn2LRpU7bmlgDQsGFDvH37Fn379sXff/+N169fazy/WfXp00c838pHt27dcrUPVc6fP483b95g0KBB2X7dbd++PS5fvpyt1rNnz56S5/v374dMJkP//v0l+3ByckKdOnXEX3n9/f2RmJiITz75RLJ948aNJc2eNPnss88QEhKCrVu3YsyYMShXrhx+//13+Pr6YtGiRZKYWrRoARcXF0lMyj40mkZIbdiwIQ4dOoSvvvoKp06dQkJCgspyMpkMHTt2FJ8bGBigUqVKcHZ2Rr169cTlNjY2cHBwkLyPs3rw4AEeP36MIUOGQKFQaHUuMsexZs0aPHnyBKtWrcKnn36KlJQULFu2DDVq1ND4WpXr+vTpI1neq1cvGBio7u6f9b5R1jBkfn1PnjxBv3794OTkJN43ykE17t69m6vXBwAvXryAvb292hFSx44dm+3+8Pb2Fte3bNkS1tbW4vPExEQcP34c3bt3h4mJieQ90rFjRyQmJoojWZ48eRI1atRAnTp1JMfM2noiN/bv34+aNWuibt26kmO3a9dOZTNKZV8wJUdHR8l7Kj4+HqdPn0afPn1gb2+v9rjNmzdHnTp1JM1r16xZA5lMhs8//1yr2KdOnQpDQ0MoFArUrVsXt2/fxr59+7I1B7x+/Tq6du0KW1tb8T0wcOBApKWl4cGDB5KyTk5O4uBUSrVr15a8p06fPo2aNWtm65Pdt29fyfPcfqalpqZq1SS1Xr16WL58Obp164ZmzZrh008/xfnz5+Hs7IwpU6Zo3FZQ0SIkP2kaOVibUYVzs726stqOXqzqXr18+XK21jyZxcXFoVOnTkhMTMShQ4dgZWUlWW9oaAgrK6scm9kSKXEwG6ICVr169WyD2Tx79gxTpkxB//79YWVlhUuXLqFt27Zo3rw51q5dK/YV27NnD+bOnZvtC7itrW2248jlckm5iIgIODk5ZSuXddns2bMlzcdcXV0lw25nTjSz7kPZxFDb+CtWrIhjx45h4cKFGD16NOLi4lChQgWMGTNG/M9vwIABSE1Nxdq1a9GzZ0+kp6ejQYMGmDNnDtq0aaP6JGdib29fIMP9K5s19urVS22ZN2/ewNTUVHyetY/gy5cvIQiCynMKABUqVADw7rxqc/00sbS0RN++fcUviHfu3EHr1q3xzTffYNiwYbCyssLLly+xb9++bH1mlTQl6j/++CPKli2LHTt24IcffoBCoUC7du2waNEiVK5cWSxnYmKSLakzMjKCjY1Ntn0aGRkhMTFR7THDw8MB4L0GmnF1dcXIkSPF53/88Qf69u2LyZMn49KlSyq3UV6TrNfOwMBA5f0IZL9P5XI5AIj3Q2xsLJo1awaFQoE5c+agSpUqMDExQXBwMHr06KE28dYkISFBYwJdtmxZjfdH1vdsREQEUlNTsWLFCqxYsULlNsr3SEREhGSQIKXcvGezevnyJR49eqT1+zOnz8bIyEikpaVp9f4ZM2YMhg4divv376NChQpYu3YtevXqpfXrGTt2LPr374+kpCRcuHAB06dPx4cffoibN2+KcQYFBaFZs2aoWrUq/ve//8HNzQ0KhQKXLl3C6NGj8/zZr+o6ZH3v5uUzLa+srKzQuXNnrFmzBgkJCWoHSDp9+nS2ZtOBgYH5MgK1ra1ttmbxQMZrBKDy80jJ2toaMplMq+2V1ygiIiLbOX/z5o3G42Sm7l5V12w0NTUVvXr1woMHD3DmzBlxBOesFApFnj5bqHRiokikA7Vr18aRI0fw4MEDNGzYENu3b4ehoSH2798v+ZK3Z8+ePB/D1tYWYWFh2ZZnXfb555+jc+fO4nPll1klVf2+lPtQ/oeYm/ibNWuGZs2aIS0tDVeuXMGKFSswbtw4ODo64uOPPwaQ0Rfs008/RVxcHM6cOYMZM2agc+fOePDggdY1avlNORfjihUr1I7kl/VLQdZfju3s7CCTyXD27Nls5xl4d+6V51Xd9cvrl6YaNWrg448/xvLly8X3np2dHWrXro25c+eq3MbFxUXt/kxNTTFr1izMmjULL1++FGsXu3Tpgnv37uUpxpwoa4FCQkLybZ99+vTB/PnzNfYdUl6Tly9fokyZMuLy1NRUlV8etXHixAm8ePECp06dkgzNr67Pozbs7OzUzuumjazvWWtra+jr62PAgAEYPXq0ym2USYm2nzlAxpfVpKSkbMtfv34t3mtAxusxNjZWOViXcn1u2NjYQF9fX6v3T79+/TB16lT89NNPaNSoEcLCwtSeA1Uyf9Fv0qQJnJyc0L9/f8yYMUNsUbJnzx7ExcXhr7/+kny23bhxI1evKzNbW1uNn9tKeflMex/Cf/1JNdWoeXp64vLly5Jlmj6DcqNWrVq4detWtuXKZZpGTDU2NkalSpXUbm9sbCz+0FerVi1xeeZa3dTUVHEQpYLw+eef4/jx4zh48GC2Wv3MIiMjc33fUOnFRJFIB5RfApRfemUyGQwMDKCvry+WSUhIwObNm/N8jBYtWmDv3r14+fKl+J99WlqaOIS3kouLi8b/iGNiYrB3715JM7qtW7dCT09PHOI9L/Hr6+vD29sb1apVw5YtW3Dt2jUxUVQyNTVFhw4dkJycjG7duuHOnTsFnihmrfVRatKkCaysrBAQEJDnwTk6d+6MBQsW4Pnz59maMGbWqFEjKBQKbNmyRdJ89fz583j27FmOiWJERATMzc1hZGSUbZ0ygVNe886dO+PgwYOoWLGipMlhbjk6OmLw4MG4efMmli9fXmDTgVSpUgUVK1bEhg0bMGHCBJUJtzqhoaEqR4KNjY1FcHCwxvtA+V7fsWMH6tevLy7/888/89w8TvmFOetr+Pnnn/O0PwCoVq0atm3bhqioKFhaWuZ5P0omJiZo0aIFrl+/jtq1a6t8Tym1aNECCxcuxM2bNyVfVLdu3ZqtrJubG/7991/JsgcPHuD+/fuSL7GdO3fGvHnzYGtrq7KWLLeMjY3h6+uLnTt3Yu7cuRq/MCsUCnz++edYuXIlzp8/j7p166JJkyZ5PvYnn3yCdevWYe3atZg8eTJcXV1VvgcEQRCnVcgLX19fLF68GAEBAZJEZfv27ZJy+fGZpq3IyEjs379fnIBeHXNz8wJpEQIA3bt3x6hRo3Dx4kWxuXVqaip+//13eHt755iQdu/eHcuXL0dwcLBYWxcTE4O//voLXbt2FZuge3t7w9nZGRs3bpR09fjzzz8RGxuLHj165Ptrmz59On799Vds2rQJrVu3VlvuxYsXSExM1OlUUVS8MFEkKmC3b98Wv0hGRETgr7/+wtGjR9G9e3fxi0+nTp2wdOlS9OvXD59//jkiIiKwePHiXH0Jzmr69OnYu3cvWrZsie+++w4mJib46aefcj3svq2tLUaOHImgoCBUqVIFBw8exNq1azFy5Eixn6S28a9ZswYnTpxAp06dUL58eSQmJoo1Bcr/3IYNGwZjY2M0adIEzs7OCAsLw/z582FpaYkGDRrk+XxoS/mr8i+//AJzc3MoFAq4u7vD1tYWK1aswKBBg/DmzRv06tULDg4OCA8Px82bNxEeHo7Vq1dr3HeTJk3w+eef49NPP8WVK1fwwQcfwNTUFKGhoTh37hxq1aqFkSNHwtraGpMmTcKcOXMwdOhQ9O7dG8HBwZg5c6ZWzd5OnjyJsWPH4pNPPkHjxo1ha2uLV69eYdu2bTh8+DAGDhwoNr2bPXs2jh49isaNG2PMmDGoWrUqEhMT8fTpUxw8eBBr1qxR20zP29sbnTt3Ru3atWFtbY27d+9i8+bN8PHxKdA5I3/66Sd06dIFjRo1wvjx41G+fHkEBQXhyJEj2LJli9rt5s6di3/++QcfffSROD1JYGAgVq5ciYiICEnfzaxq1KiBvn37YsmSJdDX10fLli1x584dLFmyBJaWlloP0Z9Z48aNYW1tjREjRmDGjBkwNDTEli1bcPPmzVzvS6l58+YQBAEXL15E27Zt87yfzP73v/+hadOmaNasGUaOHAk3NzfExMTg0aNH2LdvH06cOAEAGDduHDZs2IBOnTphzpw5cHR0xJYtW1TWLg8YMAD9+/fHqFGj0LNnTzx79gwLFy7M1m9w3Lhx2LVrFz744AOMHz8etWvXRnp6OoKCguDn54eJEydK+lhqY+nSpWjatCm8vb3x1VdfoVKlSnj58iX27t2Ln3/+WdLHcdSoUVi4cCGuXr2KdevW5eHsSf3www/w9vbG999/j3Xr1qFNmzYwMjJC3759MWXKFCQmJmL16tWIjIzM8zGU16FDhw6YPXs2HB0dsXXrVvE6KN+rZmZmufpMMzAwgK+vb479FPv164fy5cvDy8sLdnZ2ePjwIZYsWYKXL19KphrKL1euXBG7S0RHR0MQBPz5558AgAYNGog/Ln722Wf46aef0Lt3byxYsAAODg5YtWoV7t+/j2PHjkn22apVK5w+fVryI9CkSZOwefNmdOrUCbNnz4ZcLseCBQuQmJgomTZIX18fCxcuxIABAzB8+HD07dsXDx8+xJQpU9CmTRu0b98+X1+/8kePXr16oUqVKmKfYSDjB4jM/cCV69SNikyUjS5H0iEqyVSNemppaSnUrVtXWLp0qZCYmCgpv2HDBqFq1aqCXC4XKlSoIMyfP19Yv359ttHNXF1dhU6dOmU7nqoRPf/55x+hUaNGglwuF5ycnITJkycLv/zyS65GPa1Ro4Zw6tQpwcvLS5DL5YKzs7Pw9ddfCykpKbmO39/fX+jevbvg6uoqyOVywdbWVvD19RX27t0r7mfTpk1CixYtBEdHR8HIyEhwcXER+vTpI/z77785xgtAGD16tMbXk9Oop4IgCMuXLxfc3d0FfX19AYDw66+/iutOnz4tdOrUSbCxsREMDQ2FMmXKCJ06dRJ27twpllGOUBkeHq4yjg0bNgje3t6CqampYGxsLFSsWFEYOHCgcOXKFbFMenq6MH/+fKFcuXKCkZGRULt2bWHfvn0qX0NWwcHBwvTp04UmTZoITk5OgoGBgWBubi54e3sLK1asEFJTUyXlw8PDhTFjxgju7u6CoaGhYGNjI3h6egrffPONEBsbq/ZcffXVV4KXl5dgbW0tXvfx48cLr1+/FssMGjRIMDU1zRaj8r2VVdb3t6pRTwUh473UoUMHwdLSUpDL5ULFihWF8ePHazwvFy5cEEaPHi3UqVNHsLGxEfT19QV7e3uhffv2ktEzBUH1KKOJiYnChAkTBAcHB0GhUAiNGjUS/P39BUtLS8mxlfd+1pE6Vb2W8+fPCz4+PoKJiYlgb28vDB06VLh27Vq29522o56mpaUJbm5u2UZcVY6kuGjRIrXbarp/AgMDhc8++0woU6aMYGhoKNjb2wuNGzcW5syZIykXEBAgtGnTRlAoFIKNjY0wZMgQ4e+//872utPT04WFCxcKFSpUEBQKheDl5SWcOHFC5fs7NjZWmD59ulC1alXByMhIsLS0FGrVqiWMHz9eMqqzuvhVjbAaEBAg9O7dW7C1tRWMjIyE8uXLC4MHD872uSwIgtC8eXPBxsZGiI+PV3vusp4rTee6d+/egoGBgfDo0SNBEARh3759Qp06dQSFQiGUKVNGmDx5snDo0KFs50zdPTNo0CDB1dVVsuz27dtC69atJddh06ZN2UbTFQTtPtMEQdB6xOX58+cLdevWFSwtLcV7rHv37sKlS5dy3DYvlCMrq3pkvocEIWMU3IEDBwo2NjbiPawc9Tcz5QizWT169Ejo1q2bYGFhIZiYmAitWrUSrl69qjKurVu3CrVr1xaMjIwEJycnYcyYMUJMTEyOryen98+iRYsk/68qPxtUPbK+LwYMGCDUqlUrxxiIlGSCoOUEY0RU6jRv3hyvX7/Wet4notLm/PnzaNKkCbZs2fJeo3vmpyVLlmDu3Ll4/vy52kFDCtOpU6fQokULnDx5Mlfz8BUFr169gqurK7788kssXLhQ1+G8l88//xzbtm1DRESExibEVDJFR0fDxcUFy5Yty3GOXCIlNj0lIiLSwtGjR+Hv7w9PT08YGxvj5s2bWLBgASpXrlwg/Y7ySjn9zk8//YRJkybpOpxiKSQkBE+ePMGiRYugp6encUqComj27NlwcXFBhQoVEBsbi/3792PdunWYPn06k8RSatmyZShfvjw+/fRTXYdCxQgTRSIiIi1YWFjAz88Py5cvR0xMDOzs7NChQwfMnz8/13M6FiSFQoHNmzfj+vXrug6l2Fq3bh1mz54NNzc3bNmyRTLSbXFgaGiIRYsWISQkBKmpqahcuTKWLl1a7BJeyj8WFhbYuHGj2nlfiVRh01MiIiIiIiKSyP0wbURERERERFSiMVEkIiIiIiIiCSaKREREREREJMEerUVYeno6Xrx4AXNzc8hkMl2HQ0REREREOiIIAmJiYuDi4gI9vYKv72OiWIS9ePEC5cqV03UYRERERERURAQHB6Ns2bIFfhwmikWYubk5gIw3g4WFhY6jISIiIiIiXYmOjka5cuXEHKGgMVEswpTNTS0sLJgoEhERERFRoXVJ42A2REREREREJMFEkYiIiIiIiCSYKBIREREREZEE+ygSERERkURaWhpSUlJ0HQZRqaKvrw8DA4MiMy0eE0UiIiIiEsXGxiIkJASCIOg6FKJSx8TEBM7OzjAyMtJ1KEwUiYiIiChDWloaQkJCYGJiAnt7+yJTs0FU0gmCgOTkZISHhyMwMBCVK1eGnp5uewkyUSQiIiIiAEBKSgoEQYC9vT2MjY11HQ5RqWJsbAxDQ0M8e/YMycnJUCgUOo2Hg9kQERERkQRrEol0Q9e1iJkVnUiIiIiIiIioSGCiSFTMBb+JR/CbeF2HQUREREQlCBNFomIsMSUNzRaeRLOFJ5Gcmq7rcIiIiEql5s2bY9y4cboOI9+4ublh+fLl4nOZTIY9e/boLJ6snj59CplMhhs3buh0H3lV1M6nOkwUiYqx6IR3c1wlJKfpMBIiIiLdGTx4MGQymfiwtbVF+/bt8e+//+o6tCKrefPmknOmfKSmpuLy5cv4/PPPVW6nywQrN548eYK+ffvCxcUFCoUCZcuWxYcffogHDx4AAMqVK4fQ0FDUrFlTx5EWXUwUiYiIiKjYa9++PUJDQxEaGorjx4/DwMAAnTt31nVYRdqwYcPEc6Z8GBgYwN7eHiYmJgV+/JSUlJwL5UFycjLatGmD6Oho/PXXX7h//z527NiBmjVrIioqCkDG5PZOTk4wMOAkEOowUSQqIQRwYmQiIspfgiAgPjlVJw9ByN3/a3K5HE5OTnByckLdunUxdepUBAcHIzw8XCwzdepUVKlSBSYmJqhQoQK+/fZbSbIyc+ZM1K1bF5s3b4abmxssLS3x8ccfIyYmRiwTFxeHgQMHwszMDM7OzliyZIlW8clkMqxevRodOnSAsbEx3N3dsXPnTkmZnOK7efMmWrRoAXNzc1hYWMDT0xNXrlwBADx79gxdunSBtbU1TE1NUaNGDRw8eFBjTCYmJuI5Uz6A7E1PM3N3dwcA1KtXDzKZDM2bNxfX/frrr6hevToUCgWqVauGVatWieuUNZF//PEHmjdvDoVCgd9//z3H7QDg0qVLqFevHhQKBby8vHD9+nWNrysgIABPnjzBqlWr0KhRI7i6uqJJkyaYO3cuGjRoIIknc83o3r17UblyZRgbG6NFixbYtGkTZDIZ3r59CwDYuHEjrKyscOTIEVSvXh1mZmbiDxRKly9fRps2bWBnZwdLS0v4+vri2rVrGuMtqphCExVnHL2ciIgKUEJKGjy+O6KTYwfMbgcTo7x9VY2NjcWWLVtQqVIl2NraisvNzc2xceNGuLi44NatWxg2bBjMzc0xZcoUsczjx4+xZ88e7N+/H5GRkejTpw8WLFiAuXPnAgAmT56MkydPYvfu3XBycsLXX3+Nq1evom7dujnG9e2332LBggX43//+h82bN6Nv376oWbMmqlevrlV8n3zyCerVq4fVq1dDX18fN27cgKGhIQBg9OjRSE5OxpkzZ2BqaoqAgACYmZnl6fxpcunSJTRs2BDHjh1DjRo1YGRkBABYu3YtZsyYgZUrV6JevXq4fv06hg0bBlNTUwwaNEjcfurUqViyZAl+/fVXyOXyHLeLi4tD586d0bJlS/z+++8IDAzE2LFjNcZob28PPT09/Pnnnxg3bhz09fVzfF1Pnz5Fr169MHbsWAwdOhTXr1/HpEmTspWLj4/H4sWLsXnzZujp6aF///6YNGkStmzZAgCIiYnBoEGD8OOPPwIAlixZgo4dO+Lhw4cwNzfX+jwXBUwUiYiIiKjY279/v5gYxcXFwdnZGfv375fMSzd9+nTxbzc3N0ycOBE7duyQJIrp6enYuHGj+KV+wIABOH78OObOnYvY2FisX78ev/32G9q0aQMA2LRpE8qWLatVjL1798bQoUMBAN9//z2OHj2KFStWiDVoOcUXFBSEyZMno1q1agCAypUri+WDgoLQs2dP1KpVCwBQoUKFHONZtWoV1q1bJz4fPnx4jjWk9vb2AABbW1uxBlL5epYsWYIePXoAyKh5DAgIwM8//yxJFMeNGyeW0Wa7LVu2IC0tDRs2bICJiQlq1KiBkJAQjBw5Um2MZcqUwY8//ogpU6Zg1qxZ8PLyQosWLfDJJ5+oPS9r1qxB1apVsWjRIgBA1apVcfv2bfEHAqWUlBSsWbMGFStWBAB88cUXmD17tri+ZcuWkvI///wzrK2tcfr06WLXFJqJIhERERGpZGyoj4DZ7XR27Nxo0aIFVq9eDQB48+YNVq1ahQ4dOuDSpUtwdXUFAPz5559Yvnw5Hj16hNjYWKSmpsLCwkKyHzc3N0nNj7OzM169egUgo7YxOTkZPj4+4nobGxtUrVpVfD5v3jzMmzdPfB4QEIDy5csDgGQ75fPMTR9zim/ChAkYOnQoNm/ejNatW6N3795iwjJmzBiMHDkSfn5+aN26NXr27InatWtrPGeffPIJvvnmG/G5lZWVxvLqhIeHIzg4GEOGDMGwYcPE5ampqbC0tJSU9fLyytV2d+/eRZ06dSR9JrOeR1VGjx6NgQMH4uTJk7h48SJ27tyJefPmYe/evWKSn9n9+/fFZqlKDRs2zFbOxMREPOeA9P0BAK9evcJ3332HEydO4OXLl0hLS0N8fDyCgoJyjLmoYaJIRERERCrJZLI8N/8sbKampqhUqZL43NPTE5aWlli7di3mzJmDCxcu4OOPP8asWbPQrl07WFpaYvv27dlq0JRNOZVkMhnS0zOmoNKm3+SIESPQp08f8bmLi4vG8jJZRj8SbeKbOXMm+vXrhwMHDuDQoUOYMWMGtm/fju7du2Po0KFo164dDhw4AD8/P8yfPx9LlizBl19+qfbYlpaWknOWV8rzs3btWnh7e0vWZW32aWpqmqvtcttXNTNzc3N07doVXbt2xZw5c9CuXTvMmTNHZaIoCIJ4LTIvy0rV+yNzucGDByM8PBzLly+Hq6sr5HI5fHx8kJycnOfXoSsczIaohHiPz1EiIqISRyaTQU9PDwkJCQCAf/75B66urvjmm2/g5eWFypUr49mzZ7naZ6VKlWBoaIgLFy6IyyIjI8UpF4CMGsZKlSqJj8yjambeTvlc2YxU2/iqVKmC8ePHw8/PDz169MCvv/4qritXrhxGjBiBv/76CxMnTsTatWtz9fq0oeyTmJb2blouR0dHlClTBk+ePJG89kqVKomD36iizXYeHh64efOmeB2B7OdRGzKZDNWqVUNcXJzK9dWqVcPly5cly5QDBeXG2bNnMWbMGHTs2BE1atSAXC7H69evc72foqB4/ERERCrJOJoNERERACApKQlhYWEAMpK3lStXIjY2Fl26dAGQkeQFBQVh+/btaNCgAQ4cOIDdu3fn6hhmZmYYMmQIJk+eDFtbWzg6OuKbb76R9IPUZOfOnfDy8kLTpk2xZcsWXLp0CevXr9cqvoSEBEyePBm9evWCu7s7QkJCcPnyZfTs2RNARt+/Dh06oEqVKoiMjMSJEyfEQXLyk4ODA4yNjXH48GGULVsWCoUClpaWmDlzJsaMGQMLCwt06NABSUlJuHLlCiIjIzFhwgS1+8tpu379+uGbb77BkCFDMH36dDx9+hSLFy/WGOONGzcwY8YMDBgwAB4eHjAyMsLp06exYcMGTJ06VeU2w4cPx9KlSzF16lQMGTIEN27cwMaNGwEgW02jJpUqVcLmzZvh5eWF6OhoTJ48GcbGxlpvX5SwRpGIiIiIir3Dhw/D2dkZzs7O8Pb2xuXLl7Fz505x+oYPP/wQ48ePxxdffIG6devi/Pnz+Pbbb3N9nEWLFuGDDz5A165d0bp1azRt2hSenp5abTtr1ixs374dtWvXxqZNm7BlyxZ4eHhoFZ++vj4iIiIwcOBAVKlSBX369EGHDh0wa9YsABk1fKNHj0b16tXRvn17VK1aNds0E/nBwMAAP/74I37++We4uLjgww8/BAAMHToU69atw8aNG1GrVi34+vpi48aNGmsUtdnOzMwM+/btQ0BAAOrVq4dvvvkGP/zwg8Z9li1bFm5ubpg1axa8vb1Rv359/O9//8OsWbMkfTIzc3d3x59//om//voLtWvXxurVq8Wycrlc6/OzYcMGREZGol69ehgwYADGjBkDBwcHrbcvSmTC+zT8pQIVHR0NS0tLREVFZetoTQQA4TFJaDD3GADg+rdtYG1qpOOIiIioOEtMTERgYCDc3d2hUCh0HU6JIpPJsHv3bnTr1k3XoZCW5s6dizVr1iA4OLjQjqnpHizs3IBNT4mIiIiIqNRbtWoVGjRoAFtbW/zzzz9YtGgRvvjiC12HpTNMFIlKCDYNICIiIsq7hw8fYs6cOXjz5g3Kly+PiRMnYtq0aboOS2eYKBIVY7noW01EREQ6xN5eRd+yZcuwbNkyXYdRZHAwGyIiIiIiIpJgokhEREREEqz9ItKNonTvMVEkKiGK0gcLEREVT/r6+gCA5ORkHUdCVDrFx8cDAAwNDXUcCfsoEhVr7KJIRET5ycDAACYmJggPD4ehoaHWE8kT0fsRBAHx8fF49eoVrKysxB9tdImJIhEREREByJjrz9nZGYGBgXj27JmuwyEqdaysrODk5KTrMAAUs0TxzJkzWLRoEa5evYrQ0NBsk5YKgoBZs2bhl19+QWRkJLy9vfHTTz+hRo0aYpmkpCRMmjQJ27ZtQ0JCAlq1aoVVq1ahbNmyYpnIyEiMGTMGe/fuBQB07doVK1asgJWVlVgmKCgIo0ePxokTJ2BsbIx+/fph8eLFMDJ6N+H5rVu38MUXX+DSpUuwsbHB8OHD8e2330LGoSqJiIioiDIyMkLlypXZ/JSokBkaGhaJmkSlYpUoxsXFoU6dOvj000/Rs2fPbOsXLlyIpUuXYuPGjahSpQrmzJmDNm3a4P79+zA3NwcAjBs3Dvv27cP27dtha2uLiRMnonPnzrh69ap4Yfr164eQkBAcPnwYAPD5559jwIAB2LdvHwAgLS0NnTp1gr29Pc6dO4eIiAgMGjQIgiBgxYoVAIDo6Gi0adMGLVq0wOXLl/HgwQMMHjwYpqammDhxYmGcLiplLga+QcdazroOg4iISgA9PT0oFApdh0FEOiQTiukIGDKZTFKjKAgCXFxcMG7cOEydOhVARu2ho6MjfvjhBwwfPhxRUVGwt7fH5s2b8dFHHwEAXrx4gXLlyuHgwYNo164d7t69Cw8PD1y4cAHe3t4AgAsXLsDHxwf37t1D1apVcejQIXTu3BnBwcFwcXEBAGzfvh2DBw/Gq1evYGFhgdWrV2PatGl4+fIl5HI5AGDBggVYsWIFQkJCVNYqJiUlISkpSXweHR2NcuXKISoqChYWFgV2Lqn4iohNguecY+Lzpws66TAaIiIiIioo0dHRsLS0LLTcoMT0UA4MDERYWBjatm0rLpPL5fD19cX58+cBAFevXkVKSoqkjIuLC2rWrCmW8ff3h6WlpZgkAkCjRo1gaWkpKVOzZk0xSQSAdu3aISkpCVevXhXL+Pr6ikmissyLFy/w9OlTla9h/vz5sLS0FB/lypV7z7NCJR2bMRMRERFRQSgxiWJYWBgAwNHRUbLc0dFRXBcWFgYjIyNYW1trLOPg4JBt/w4ODpIyWY9jbW0NIyMjjWWUz5Vlspo2bRqioqLER3BwcM4vnIiIiIiIKJ8Vqz6K2shawyIIQo61LlnLqCqfH2WUrXzVxSOXyyU1kERERERERLpQYmoUlcPIZq2te/XqlViT5+TkhOTkZERGRmos8/Lly2z7Dw8Pl5TJepzIyEikpKRoLPPq1SsA2Ws9iYiIiIiIipISkyi6u7vDyckJR48eFZclJyfj9OnTaNy4MQDA09MThoaGkjKhoaG4ffu2WMbHxwdRUVG4dOmSWObixYuIioqSlLl9+zZCQ0PFMn5+fpDL5fD09BTLnDlzRjK0tJ+fH1xcXODm5pb/J4AoF/6+8Rw7LgfpOgwiIiIiKqKKVaIYGxuLGzdu4MaNGwAyBrC5ceMGgoKCIJPJMG7cOMybNw+7d+/G7du3MXjwYJiYmKBfv34AAEtLSwwZMgQTJ07E8ePHcf36dfTv3x+1atVC69atAQDVq1dH+/btMWzYMFy4cAEXLlzAsGHD0LlzZ1StWhUA0LZtW3h4eGDAgAG4fv06jh8/jkmTJmHYsGHiCET9+vWDXC7H4MGDcfv2bezevRvz5s3DhAkTOAAJ5Zu8vJNS09IxdvsNTN11C+ExSTlvQERERESlTrHqo3jlyhW0aNFCfD5hwgQAwKBBg7Bx40ZMmTIFCQkJGDVqFCIjI+Ht7Q0/Pz9xDkUAWLZsGQwMDNCnTx8kJCSgVatW2Lhxo2Ryyy1btmDMmDHi6Khdu3bFypUrxfX6+vo4cOAARo0ahSZNmsDY2Bj9+vXD4sWLxTKWlpY4evQoRo8eDS8vL1hbW2PChAlizES6kpZpRpz45FQA7BdLRERERFLFdh7F0qCw50qh4icyLhn1vn/XlFqbeRSTUtNQdfphAMCpSc3hZmdaYPERERERUf7gPIpEVKBkeWqwSkRERESlCRNFIiIiIiIikmCiSERERERERBJMFImIiIiIiEiCiSJRMfa+I1FxJCsiIiIiUoWJIlEJ8jqW8yISERER0ftjokhUgnjNOabrEIiIiIioBGCiSERERERERBJMFIlKMUFgL0UiIiIiyo6JIlExlpdET+AQNkRERESUAyaKRKXYg5exCI/hADhEREREJGWg6wCIqHAkpqQhXRCgrycTl434/SoA4OmCTroKi4iIiIiKINYoEpUwSalp2ZYJgoA6s/zg8d0RJKWm6yAqIiIiIipOmCgSFWOqehtWnX4Yj17FSpalpgtigvjibUIhREZERERExRkTRaIS6Jczj9Wu40CnRERERJQTJopEpYAsh/V7b75AXFJqocRCREREREUfE0WiEigiNlntOlU1imO2XcfUXf8WYEREREREVJwwUSQqgY7fe6V2nbp5FPf/G1pQ4RARERFRMcNEkagYY39DIiIiIioITBSJShkml0RERESUEyaKRKVA5twwJJLTYxARERGRZkwUiUqZEb9f1XUIRERERFTEMVEkIiIiIiIiCQNdB0BEeaduBNPMAl5Ew1zBW52IiIiItMdvj0QlWFBEPDr+eFbXYRARERFRMcOmp0Ql2K3nUboOgYiIiIiKISaKREREREREJMFEkYiIiIiIiCSYKBIVZzmPZVOkRCemIC29mAVNREREVAoxUSSiQvHibQJqz/RD91X/6DoUIiIiIsoBE0WiEkwm03UE7xy8FQoA+DeEA+wQERERFXVMFImKsedvEzSuF3TcyjMtXYCg6yCIiIiIKNeYKBIVY59tvJzv+/zn0Wvs//cFACA+ORWJKWl52k9iShp8F53EkE1X8jM8IiIiIioEBroOgIjyLjI+Re26DxaeRJNKdrne5yfrLgIAqjlZoPXS0zDQk+HBnA7Q08tdO9aLgW8QEpmAkEjNtZ5EREREVPQwUSQqoYLexCPoUlCet7/1/C0AIDVdQGJqGkyM3u/jQlaUOkwSERERkUZsekpEKr1v10KmhURERETFFxNFIsoRx6MhIiIiKl2YKBJRoWANIxEREVHxwUSRiEThMUni37uuhYh/56V7IbskEhERERVfTBSJSNRg7jHx738eRYh/Z216+uJtAqIT1Y+4SkRERETFG0c9JSqmdDWRfVhUIhovOAEAeLqgk05iICIiIqKCxRpFomLq35AonRz3elBknrZjU1QiIiKi4oOJIlExlZSarusQNJJx+BoiIiKiYouJIhHlSn7UDD5/m/D+OyEiIiKiAsNEkYhylN+9IZv818eRiIiIiIomJopEVCDYJ5GIiIio+OKop0TFTGpaOt7EJRfqMWUanuVtH0RERERUlLFGkaiY6f2zPxrOO45/Q94W2jHTBUFn03EQERERUeFjokhUzFwPegsA+PNqSKEds/OKc/h042WkpQsYs+26VtuwBpGIiIio+CpRieLMmTMhk8kkDycnJ3G9IAiYOXMmXFxcYGxsjObNm+POnTuSfSQlJeHLL7+EnZ0dTE1N0bVrV4SESL+QR0ZGYsCAAbC0tISlpSUGDBiAt2/fSsoEBQWhS5cuMDU1hZ2dHcaMGYPk5MJtLkglS1RCChJT0nRy7GcR8Th1PxzH775EclrepuWQsdMiERERUbFRohJFAKhRowZCQ0PFx61bt8R1CxcuxNKlS7Fy5UpcvnwZTk5OaNOmDWJiYsQy48aNw+7du7F9+3acO3cOsbGx6Ny5M9LS3n1B79evH27cuIHDhw/j8OHDuHHjBgYMGCCuT0tLQ6dOnRAXF4dz585h+/bt2LVrFyZOnFg4J4FKnOjEFNSZ5YcGc4+Jy3TREjQ+OReJKvNCIiIiomKrxA1mY2BgIKlFVBIEAcuXL8c333yDHj16AAA2bdoER0dHbN26FcOHD0dUVBTWr1+PzZs3o3Xr1gCA33//HeXKlcOxY8fQrl073L17F4cPH8aFCxfg7e0NAFi7di18fHxw//59VK1aFX5+fggICEBwcDBcXFwAAEuWLMHgwYMxd+5cWFhYqIw9KSkJSUlJ4vPo6Oh8PTdUfN1+HgUAiElMFZfdfxmjrjgRERER0XspcTWKDx8+hIuLC9zd3fHxxx/jyZMnAIDAwECEhYWhbdu2Ylm5XA5fX1+cP38eAHD16lWkpKRIyri4uKBmzZpiGX9/f1haWopJIgA0atQIlpaWkjI1a9YUk0QAaNeuHZKSknD16lW1sc+fP19szmppaYly5crlwxmh4i4lLR2hbxN1HUa+4+A4REREREVXiUoUvb298dtvv+HIkSNYu3YtwsLC0LhxY0RERCAsLAwA4OjoKNnG0dFRXBcWFgYjIyNYW1trLOPg4JDt2A4ODpIyWY9jbW0NIyMjsYwq06ZNQ1RUlPgIDg7O5RmgkqjPz/6YuPOmrsPId8wTiYiIiIquEtX0tEOHDuLftWrVgo+PDypWrIhNmzahUaNGALIPqCEIQo6DbGQto6p8XspkJZfLIZfLNcZCpY9ylNPiLutbn3kiERERUdFVomoUszI1NUWtWrXw8OFDsd9i1hq9V69eibV/Tk5OSE5ORmRkpMYyL1++zHas8PBwSZmsx4mMjERKSkq2mkYiIiIiIqKipkQniklJSbh79y6cnZ3h7u4OJycnHD16VFyfnJyM06dPo3HjxgAAT09PGBoaSsqEhobi9u3bYhkfHx9ERUXh0qVLYpmLFy8iKipKUub27dsIDQ0Vy/j5+UEul8PT07NAXzNRQRJyUQ8oy2HYU/ZRJCIiIiq6SlTT00mTJqFLly4oX748Xr16hTlz5iA6OhqDBg2CTCbDuHHjMG/ePFSuXBmVK1fGvHnzYGJign79+gEALC0tMWTIEEycOBG2trawsbHBpEmTUKtWLXEU1OrVq6N9+/YYNmwYfv75ZwDA559/js6dO6Nq1aoAgLZt28LDwwMDBgzAokWL8ObNG0yaNAnDhg1TO+IpUUmTm6SSiIiIiIqWEpUohoSEoG/fvnj9+jXs7e3RqFEjXLhwAa6urgCAKVOmICEhAaNGjUJkZCS8vb3h5+cHc3NzcR/Lli2DgYEB+vTpg4SEBLRq1QobN26Evr6+WGbLli0YM2aMODpq165dsXLlSnG9vr4+Dhw4gFGjRqFJkyYwNjZGv379sHjx4kI6E0QFI6+VgKpqD5lGEhERERVdJSpR3L59u8b1MpkMM2fOxMyZM9WWUSgUWLFiBVasWKG2jI2NDX7//XeNxypfvjz279+vsQxRcZObRPFeKOd5JCIiIiquSnQfRSLSndn7A/K87bOIOIzecg23QqLyMSIiIiIi0hYTRSLSWl6bi6qqidRUOznstys4cCsUXVaey+MRiYiIiOh9MFEkIq1dCoyQPN984VmBHOdJeJzWZZNT03HnRRRHUSUiIiLKR0wUiUhrf1wJkTyf8fftPO9L06ioMs0za0gM33wFnX48h9/8CyZpJSIiIiqNmChSqRKdmIKk1DRdh1HqFGRd38n74QCADf8EFuBRiIiIiEoXJopUakQlpKD2TD80WXBS16EQgH9DovDLmcdIS89II4PfxGPyzpu4HxYDGXJRpfgftjwlIiIiyj8lanoMIk1uBL8FALyOTdJtIKWQqv6Dvdf4AwDMFYbo27A8Pt98FXdDo7Hv3xeFHR4RERERZcEaRSLKs/yoxLsfljHf4t3QaABAYko68lChqLHPIxERERHlDhNFIioScjOADREREREVLCaKVGowD8l/2p5T1vURERERFS9MFIkoz/IjAVT2X8ycdKpLQF/FJCImMUXNfvIhGCIiIiICwMFsiKiIkMlkGrO9yLhkNJx7HADwdEGnwgqLiIiIqFRijSIRFbjc1vap6q8Y8N9gN/l1DCIiIiJSj4kilRocLCX/CQIQm5T6Xvt4m5CC0KiEHPs7FtblC3wdh5P3XxXS0YiIiIiKJiaKRPReas44gqh41f0GtfH3jRfwmX8CqenvqgRleUwLf/N/iq0Xg/IcCwC0WHwKn/56GVefvXmv/RAREREVZ0wUqdS4GfxW1yGUWJefak6qBAjvXyOYaQfJqenZVkfEJeG7v+/g6923kJiS9r5Hw78hUe+9j6zS0wUM/vUSpv11K9/3TURERJSfmChSqbHY74GuQyjV8rML4epTjwEAqWnvEsbElHd/p6RlTySLgjsvonHqfji2XXq/Wk8iIiKigpanRPHt27dYt24dpk2bhjdvMmoSrl27hufPn+drcERUMuTHQDOZm6P+8+g1ACBRRc1iUZbGEXeIiIiomMj19Bj//vsvWrduDUtLSzx9+hTDhg2DjY0Ndu/ejWfPnuG3334riDiJ8lV6ugA9PY5uU1RlHngo+E08jtwJg7udafZyarbPn/kd82EnWfAtR0RERMVFrmsUJ0yYgMGDB+Phw4dQKBTi8g4dOuDMmTP5GhxRQakzyw8/nXyk6zBKlIAX0Vh+7AHik99vFNSsmi08iTkH7mLuwbvZ1uUll9M2voKo+8tcKyqwdpGIiIiKsFwnipcvX8bw4cOzLS9TpgzCwsLyJSiighaTlIpFR+5Llp1//BrBb+J1FFHxlpqejo4/nsXyYw8xe1/Ae+9PVcXbk/A48W8hj2ncjeC38PjuCL7enfNgMgWRyGWuKWWeSEREREVZrhNFhUKB6OjsE1/fv38f9vb2+RIUUX67oWbE01//CRTX91t7Ec0WnizEqDR7HZuEb7RIaIqCqIR302McuBWqssziLIl5flDb9FRNEva/YxkDGr3vFBpZHb4dirVnnuRYLnOimM5MkYiIiIqwXCeKH374IWbPno2UlIwvhjKZDEFBQfjqq6/Qs2fPfA+QKD90++kflctn/Vf7dSMosjDD0co3u29hSz4nNAVFMu+hivwn+E08ohO1b5Ial6x5eov0nHIsNetlsoLpJDji92uYe/AubuUwpUbm83T24esCiYWIiIgoP+Q6UVy8eDHCw8Ph4OCAhIQE+Pr6olKlSjA3N8fcuXMLIkai95KXOfWuPovEy+jEAohGe/fDYnR6/FzJIf9qsyx/+y+nCwKeRcRh4/mnKtcLELD06AP879jDfD2uUmJKGn48/hCHb0ub27+OS9J6H59uvAxBEBAVn5JzYSIiIqJClutRTy0sLHDu3DmcOHEC165dQ3p6OurXr4/WrVsXRHxE723G33dyVf5aUCR6rj4PAHi6oFNBhKSVgqr9KmiF0aRSEIAWi0+prVmMjE/Bj8czksTPmrrBXGGodl8H/g1FaFQChjargMDXmfpBZtl3Ykoazj9+jUYVbDF7XwC2Xw4GAJye3FzruPWy/DT3/f672PBPIH4Z4Im2NZy03g8RERFRQct1oqjUsmVLtGzZMj9jISoQO64Ea1x/4N9QSUvFi0/eFGxA//njSjBO3w/H0o/qQG6gXyjHLAw5NgvNB4IgaDxOcqb5FaMSUmCorweFob7Kis/RW68BABpXtMOw3668O0aW9qsz/r6DHVeC0cbDEUcDXorLn0VoPwCSLEsEG/7rIzvxj5v4pNFb9GtYHuVtTbTeHxEREVFB0SpR/PHHH7Xe4ZgxY/IcDJEujN56DV+2rCQ+z6kiLyE5DQpDPbU1fk9fx+H84wj09ioLQ331rbun/PkvAKChuw0GNXbLddylWW5y0aY/nISBngwP53bQWO5NXDKev01Qu175g0PmJFFdYL/+Ewi/Oy+xfrAXTIxy/piNSUrFmtOPsft6CC5+zdYZREREpHtaJYrLli2TPA8PD0d8fDysrKwAAG/fvoWJiQkcHByYKFKxtOKEdnMq/nLmMeYdvIcONZ2wur+nyjLNF58CAEQnpmCEb8Uc9/lWTR+14tnwtHCanqo7Z+qkpgs5TkeRtQZx3sF7+KhBeVgaq2+2mrHdO8N/v4p7s9uLgyR5fHcExyZ8gEoO5gBy/hHiZbT2fRyJiIiICpJWg9kEBgaKj7lz56Ju3bq4e/cu3rx5gzdv3uDu3buoX78+vv/++4KOl6jAafouP+/gPQDAods5zxl6KVC7Jqxq5wQsRplieqZ2oIUx6UNQDvNd7rv5ItuydEHQmKipSiTXn815yovMklPTcTXLCLqT/6s5BorVJSUiIqJSLtejnn777bdYsWIFqlatKi6rWrUqli1bhunTp+drcES6kLn5YeDrOKSnC4iMS9ZhREXfV39lmu+xCEwPuPJk9hrijFxWfar2h4q+rImZ+jpqKznLNkkpud8HERERka7lejCb0NBQcQ7FzNLS0vDypYa+O0TFxG/+z8S/R/5+FS5Wxjhx7xUW966jsrwgCGJ/xcxJgpCpiiomMUXjyJuCIGDKn/+igr0ZRjbPublqUZacVjQTo6xNYiPjkjF9z23x+f5/Q7NtI+RDM9qA0Gjx76I4kG1iShoUhiVnMCUiIiLKH7muUWzVqhWGDRuGK1euiF+irly5guHDh3OKDCpxnr9NwIl7rwAAk3bezLbe/3EEGs47jiN3MpqiZp77UJli7L35ArVm+mHFcdVz+gkCsPzYQ+y8GoIfDt8TlxfBnEJrYVG6nYNSFUGQJmoLDt3DgVvZk8Pc71fI8jx7mYAXymSxaF3VZUcfoNq3h+H/OELXoRAREVERk+tEccOGDShTpgwaNmwIhUIBuVwOb29vODs7Y926dQURI1GupKUL6Ln6PD7beBnjtl9/r33FJKZqXN9//UWExyRh+OarOHw7VJKICALwNj4Z43fcAAAsOfoA2y8F4fPfriAxJe1dOQD/U5NEFleZE96iIk2QDmgTGp1zMrvlYhAWH7mPPdefqy2TNS9U1ee0449nse1SkFZxnrr/SqtymkTGJWPN6cd4mcNrVL7vZu3L3VyjREREVPLluumpvb09Dh48iAcPHuDevXsQBAHVq1dHlSpVCiI+oly7GxqNq88icy6YD9IyDeIy4vdr2P9lU/F5VEIK6s4+Kimv7MtXZ5bfu4VZqqAWH7mPCW2qIDym+I6AuVtDYqUrNWcckTw/8yA8x23ik9NU9nfU5LCagY6m/XULxyf65rj94F8v47fPGuKDKvYAgL9vPMdv/s/wU7/6cLJUaNz2TVwyvtx2Df88yqgh/OtaCPzG53zMwhiploiIiIqXXCeKSlWqVGFySEXS+cevC+U4PVb9k21Z5hrFG8Fv1W6blKkv449ZpuZYefIR7oXFIDqH2kwqGoKzjMC65aL6mkNt87HBv15CnXJW2DLUG2O33wCQUeuXdUqWwNdxsDeXw0ye8VG+xO++mCQCwIOXsVodL515IhEREWWR60Txs88+07h+w4YNeQ6GKD8op7AoaNeC3mZblpSHUTJVOXaXA0MVF9/9rX2zzYl/3NCqXLoAXA96i62Zks6sNaB3XkSh04/nYGNqhGvftgEAvE3I3fyS746nfaYYn5yKtHRBHJwpKj4FQW/iUauspcrygiAgMj4FNqZGeYqNiIiIdCPXiWJkpLRJX0pKCm7fvo23b9+iZcuW+RYYUXG06PB9XYdARdjNkKhclc/8w0Nccppk3fG7GX0Z3+TD1C3pWlYpCoKAGjOOQBCAe9+3h8JQH76LT+JtfAq2DvNG44p22bb5Zs9tbL0YhHUDvdDaw/G9Y1UVEwBx5GEiIiLKH7lOFHfv3p1tWXp6OkaNGoUKFSrkS1BExZX/E44eSfkn64iqcUmpGL/jBjrUclI5fuoBFVN8ZLXu7BMcv/sKGwY3yHU86cK75rMhkfGo5GCOt/EZtZhHA16qTBSVtaJLjj7I10RREAQs8XuAlScfwcvVGjtH+DBZJCIiyke5HvVU5U709DB+/HgsW7YsP3ZHREQA/rwaInk+50AA/AJeYvyOm1rPydh91T94HB6LoIh4pKalY86Bu/B/EoFfzjwRyzz9b93lp28kI/IqJSSnISUtXZK4Zq2ETE3LXisZn/yun21+zEmZWcslp8WBhq48i0RoEZyShYiIqDjL82A2WT1+/BipqRx8g4govzyNkA6Us+1SsPj3z6efZC2u0vWgt2i15DQAoHV1B3H5rmvSJLTSN4cAAPXLW+HPEY2hp5eRiSampKHGjMNwMFfgzJQWYvkJf9zA/i+baTz2jsvv4s3vkVUDX8dJnscnpyE9XRDjJiIioveT60RxwoQJkueCICA0NBQHDhzAoEGD8i0worzIj/5aRMVBTFLuf5g7dvfdHI1BWUZrVboW9BaT/ryJpX3qAgDuh8UgXQDCohMl80nefh4tmcLlacS7xE0QBKQL0lpGdXnihScRePAyBgMauUImkyEiNgnWJkbQ05PhRvBb6MtkagfKyaz10tPwdrfBjuE+OZYtCM/fJiAoIh4+FW11cnwiIqL8lutE8fp16QTmenp6sLe3x5IlS3IcEZWooNX//mjOhYhKmPmH7qKstUm+7e+va8/FRDFzE9cpu/6VlGsw95j499mH76alGbfjBv55FIGBPq7isoevYvHoVSxcbU1gqP+u18PHv1wAALjbmcJUboAeq86jdXUH/O/jeuj2U8YUNA/mdICRQc49JS4Gvsm2LD45FSZG79945sfjDxGblIqvO1ZXub7JghMAgF0jG8PT1Trb+pS0dKSmCTA20le5/abzT7Hu3BNsGdII5W3z71oSERHlVa7/9zx58mRBxEFERHmkbTPU3Pj010uo4WIJR0tFrrf9+8YLAMDBW9LBdVovzWgCa2qkj2Uf1UXbGk7iutvPoxEQGg0go+YzOvHdVB9JqWlaJYpZrT71GD8cvoc1/T3RvmbGsR6+jMHCI/cxpmVlSU1ldGIKjA31JUns09dxKGdjAhmApUcfAADKWhsjLV3Am7hkWJkYYUhTd8kxrz2LVJkotlpyGkFv4nFnVjuYyg2QmJKGE/deoUklO1gaG2LG3oxpVr4/EIC1A71y/VqJiIjyW67/523ZsiXevn2bbXl0dDSnxyAiKiFO3g/HypOP8O2e23neR5qaaTfiktPw+earkmU/HL4H/Uy1l7JM47oqE0+lLRefqT3m/bAYHL4dJu4TAEb8flWcAqTv2os4GvASXVaeEwfueR2bhNoz/dDhf2eRkJyGL7ddxyfrLqD54lOYtPMmUjO9ju/+voNZ+wKw4sQjfL8/AIGv4zB7X4C4/tBt1SPPKpv6rj2bkdQvOHQPo7Zcw2cbL0vKJb/nXKwpaek4GvASkWyGT0RE7ynXNYqnTp1CcnL2/4ASExNx9uzZfAmKiIiKn9MPwhGcqe9jbgew2ZMpIYxNelejOH3PbfRv9K4Z6ze71Sev7ZafAQAs6FFLsnzfvy8QHpOE17Hv+lWeffgaqWnpGLnlGgDg0atY/HjiIfbdfBfH7uvPMT/LvjJrsfiU5Pm1oLdqywLA8mMPMa51FXEwoavPIiUjzWY9Z4Ig4NT9cFR1MoeLlTHm7A/AP48jsHtUYygMszdj/eXMEyw6ch+VHcxwdIKvxliIiIg00TpR/Pffd31TAgICEBYWJj5PS0vD4cOHUaZMmfyNjoiIio1BGy5Jnj8Oj1NTMsPd/5qaqjIrUy0dALh9dQB9G5ZDvXLZm3Wq8tVftyTPx26/ka3MsN+uZFu2+tTjbMsyD+KjreA38bAzk6vsk+j/OAIxie8GI6r27WHx76y59dGAl2Lt662ZbbHuXKC4zdMFnZCQnAY9PSAkMgGOFgrs/28uzYevYpGeLiA1XZA02xUEATFJqbBQGOb6NQHArqshiEtOxUAfNwDAs4g4XAp8gx71y0I/n0acfRmdiHkH72Kgjys8XW203k4QhHyZS/P0g3A8ehWbrVkxEVFpIxO0nNxKT09P/ABWtYmxsTFWrFjBAW3yUXR0NCwtLREVFQULCwtdh1MsuH11QNchEFEpd3hcM7RffhZlrY1xbmpLPHoVK/bP1Ebg/I4Yvvkq5Ib6sDMzwq//PAUAzOpaQ+zLCAAO5nK8yjTyrCrmcgP8NqQhpvz5L5pUskN4TBIO3ArFIB9XzPqwpqSsIAiYe+AuytuaiImg0tVnb7Dr2nNsvRgEAPjnq5YoY2UsfuYa6MnQurojVvevn+dkLSk1DRGxyZi+5zZO3MsYoXdoU3eMb1MFpnLVv2sLgoBN559CALDq1GNMbV8NvTzL5un4SsrXtHWYN6o5WSAlLR2OFrnvq0tElN8KOzfQOlF89uwZBEFAhQoVcOnSJdjb24vrjIyM4ODgAH191aO5Ud4wUcw9JopEVNQYG+ojIVPz0pwM/6ACfj6T/wMUqeNuZ4odwxvhwL+hYk3u0wWdEJ+civE7bsDb3Raz90treJtVtsNPn9RH7Zl+kuW/Dm6A+q7WsDQ2xP+OPYSZwkCsmfO7E4a/b7yAsZE+Pm3ihhoulrjzIgqz9gVgavuq+HbPHXFAo8yGNXPHN508JMsEQUByWjqqTj+crfyTeR3faz5N5f8jC3rUEmumb89qBzO5AdLTBQSERqOqk7lk4CMiosJQ2LmB1k1PXV0z+oekp79fR3uigpKSxvcmERU9uUkSARRqkggAga/j0HDu8WzLRv5+FffCYnDkzsts25x9+BoL/xssKLNP/xucZ1gzd6w9m9FMdqCPK9adDRQHFwKAP6+GYFbXGph78C6SU9PRc7W/2vjuv4wFABz4NxRvE5JxNzQav18IUlv+u70ZfVodzBWwMTXCm7hk7LoaAoWhHs49eo0lferCTG6AgBfRePI6FqFvE7Hx/FNMaldFsp8XbxPEvw/8+wK9PMthzenHWHTkPhq62+CP4T5ISk3Dy6gkcUqTwNdxmLzzJka1qIiW1RyzxXY3NBod/ncWC3vVRh+vcirjFwQBKWlCnkb6VW6/69pzVHMyR80y6ucgjftvLlZ1tbVERFrVKO7duxcdOnSAoaEh9u7dq7Fs165d8y24kmDVqlVYtGgRQkNDUaNGDSxfvhzNmjXTalvWKObOJ+su4J9HEboOg4iIighvdxuV82vmRc0yFrj9/F2NZ7PKdngWEY+gN/GY0cUDTSvZodtP/yAu+d0PA328yuKLFpWx58ZzvI1PwYZ/AiX7HNuqMppUsoOFsQFcbUyRJgioOeMIAOD3Id6oXc4S0QkpKGttgpDIeDx9HY9aZSxxM+QtvCvYIDk1HenpgAABMYmp+OvacySlpmHVf31tv+5YDX9de47Bjd3QsroDPv75Ap68jpPUlmb1+xBvLPK7j3LWxtj/b6g4vczpB+G4HPgGXm7WaF7VAUDGyMbq+qYKgoAVJx7h3MPX2PRZQ0l/3fR0ARFxybA0NlSZEB+/+xJrzz7Bol51UM7GRNzfF9uu415oNHaPbgILhSHS0gVEJaTAxtQox+sHADGJKTCTGyAyPgXRCSlwszNVGTcArZpQK1+/quQ+OTUdhvoyrZtin3/0GhbGhhqTe2V8mvaZni7gyrNIVHc2h3ke+yJT0VUkm57q6ekhLCwMDg4O0NNT/wuXTCZDWlrufjktyXbs2IEBAwZg1apVaNKkCX7++WesW7cOAQEBKF++fI7bM1HU3tmH4Riw/lLOBYmIiChXDPRkkmliAEBPBigXNa5oi/OPNf9Qa21iCDszOeKT0/A8U21tZj3qlcHB26FITHnXQqhvw/I4+zAcIZHSbezM5JJRjJWmtK+Ksw9ew/9JBIY0dYcgAJ6u1vjrWgiO/9f3NbNudV3Qta4LNpx7inOPXkvWOVrIMdDHDVUczdG0kh2++/s2dl4NUfsaf+hZCy+jk/A4PFac1qethyOqO2f0dW3gZoPgyHh0qOkMQ30ZrjyNxNDfrkjOb7sajpjVtSaC3sTjdWwSvFyt8eR1HB6+isXLqESsPPkIALDsozqo7myBWyFReBufgkoOZnj0KhZzD94V47n4dStEJ2SsC4tOxJ9XQlDZ0RzhsUmoaG8KS2NDuFga40VUAiwUhnCwkGP/zVDcfhGFR69icedFND7/oAI+8S6PW8+j4OFsAUEADA30YKAng/+TCHg4W8DaxAiG+jKkpAk4cicM3hVsYGeacX3WnwtEBXtTtK/pDAuFARJS0vDPowg0dLeBpbEhXrxNwF/XQuBsaYzXsUkY2qwCgt7EQ2GoB2NDfejryWAmNxCT4zdxyTCV60MQgJjEVOy8GoxmlewRlZACPT3ASF8PN4Lf4mLgG8QlpaJuOSucfhAON1tT9PQsg5bVHBEWlQgAcLJU4GV0Il5FJ6FmGQtEJ6TC0EAGEyNpLXt+DZSVH4pkokh54+3tjfr162P16tXisurVq6Nbt26YP39+tvJJSUlISnr3oRcdHY1y5coViURxs/9TbLkYhGcR8WhZ3QHqbhd1N5IMgIC832yCIECA9D8r2X/HkwHYe/OFps2JiIiIiPLkqw7VMMK3oq7DKLp9FCl3kpOTcfXqVXz11VeS5W3btsX58+dVbjN//nzMmjWrMMLLtQtP3uBeWAyAjH4iRERERESlwYJD99DHq5zWzZxLCq0SxR9//FHrHY4ZMybPwZQkr1+/RlpaGhwdpZ3ZHR0dJXNQZjZt2jRMmDBBfK6sUSwKenmVhalcH5UczGD030hvGTWEgEwGsYZR2Qwlc6WhIGSUlf23XLmNtjKXT0sXkC4IMNDLHIOAOQfuqt8BEREREVEe9fEqm+cBpoozrRLFZcuWabUzmUzGRDGLrM0sNTW9lMvlkMvlhRFWrrWo6oAW/3VeL4q61SsDrznHdB0GERFRnozwrYjQqASxb1tmras74Njd7P3rCkINFwvceSGdpuTTJm7ifJ4AcPmb1vB/EoEx264DADrUdMLVZ5HivJ4daznBzkyO3/yfAQCqO1vA1EgfzSrbIzYpRRwRFwD09WQw0tfDB1XsMLFtVdx+HoUJf9wEkNFnsWtdF1wKfINHr2LhF/BuBN6tw7xx6n44fjnzRBy0qLyNCf73cV38eTUEO6+E4NsuHqhVxhLlrI3x4GUs+q69AAAob2OC5NR0fFjPBT3rl4WLlTG2XnwGS2NDfPv3HcgN9KCvJ0NZa2PM6FID1ZwyBoYJjUqAvp4M5nJDrDv7BEuOPkAbD0cY6stw+n44tgxrBBcrBe48j8bXu2+hiqM52tVwQr3yVrA2MYK5wgD6ejLIDTLmJn/+NgFDNl5G17ouWHj4PoCMAY5GNq+IyPhkmBgZwNLYEKlp6dDXkyEsOhE+80+I18DePOM7Y3JqOt4mJCM9Hfh69y2cuPcKHWo6YXV/T/F7Z0JyGm6GvEV1Zwu8ik6E3EAf5WyMJd9JU9PS8TYhBXdDo1HW2gS3nkehkr0ZPFwsEBmXDCsTQ8mc6m/ikmFrpv57qyAICHoTDytjI1iavBtY5218MswVhtDXkyE5NR2vY5NgYWyI5NR02Jga5WpAofjkVOjryZCUmg4LhaE4dc6hW2F4/jYBI30rIiIuGclp6XAwl4vT2hSlfodFGfsoFpDk5GSYmJhg586d6N69u7h87NixuHHjBk6fznnyZQ5mkzsc0IaIqHhytzNF4Os4tevb13DC4TuqW+NoMqtrDczYe0eyzNPVGkFv4hEek30gFE0+blAO2y8Hi8+3DPVGTRdLBEfGo7qzBWQABv16CWcfvhsQZdlHddC+hjNO3HsFLzdreM+TTkPSubYzln9UFwb/fXl9GZ0olrk/pz3kBu9GCvW7E4aYxFR0qu2M528TUNHeDIIg4F5YDCramyE5LR3H777E5adv8PuFIHg4W+CvUY2x+/pzvIlLxucfVMCBf0Px1/XnaFTBBleeRuLDui6oU9YKH/70D6ISUgAAgfM74ofD92GoL8O1oEgMbuyONh4ZraMSU9KgJ5NpXbPyy5nHsFAY4uOG0gH8klPTkZqeDhlkktFQlQRBQExSKiyyjNp550UU/nn0GgN93KAw1BfL5ucX/vR04b3m4cyr1LR08X2QE02jzQJMgkqyYjWYTW4y/tLI29sbnp6eWLVqlbjMw8MDH374ocrBbLJiopg7F55E4ONfLug6DCKiYu/u7PY48zAcwzdfBQD8PMBT/FvpzOQW+GDRSZXb921YDg7mCpx9GI6NnzVE318uZKul+nOED/6+8QKbLzzD1qHe6Lfuosp9HRn3Aao6mQMAIuOSYWSghw3nArHk6INsZU2N9NG1bhm425mge72ysDeXo/3yM7gXFgMrE0PUdLHEj33rwcbUCJFxyVAY6uPInTCsOf0YX7SshC+2XlcZw9MFnSAIAg7eCkNcciq61ysj1kxkJggC/nkUgSN3wmBpbIiJbatIviN9/tsV+AW8hLe7DVb0rQc7M3m2pMTvThjMFAZoXNFOZSw5SUsXcOXpG9Qua6UyCVPn1P1XqGhvJk5HQURFT7FIFNevX49ly5bh4cOHAIDKlStj3LhxGDp0aL4HWJwpp8dYs2YNfHx88Msvv2Dt2rW4c+cOXF1dc9yeiWLuXH76Br3XqJ+0mYhIF3KqLcuqrLVxtqkACtrmIQ0lLTKeLuiElLR0tFxyCtYmRtj7RVO4fXVAXP9ZE3d818UDN4LfYtpft3A3NCMJPDO5hTj5fFaPXsVi780XMJPro6G7LeqWs0J6uoDXsUlwsFBg5t472Hj+qWSbpX3qoEf9sir39+Pxh1iaJVksY2WMf75qKVn2OjYJJ++9QufaLjkmTr/5P8V3f2fUQF7+pjWGbrqMD6rYY2Lbqhq301ZUQgoO3gpF+xpOsC5lg2IQ0fsr8onit99+i2XLluHLL7+Ej48PAMDf3x8rV67E2LFjMWfOnAIJtLhatWoVFi5ciNDQUNSsWRPLli3DBx98oNW2TBRz58rTN+jFRJGIAFSwM8WTXCRnBWFe91rYd/MFutcrgym7/hWXP5nXERW+Pqh2u6V96iA+OQ0N3GwQl5yKHqsyRspuWsku2zxvvTzLYkzLyipr9trVcMSFJ2/w66cN8Lv/M3xYrwy2XQwSm3C6WCqw9KO6iEpIQbsaTjjzIBwDN1xCs8p22DzEG0BGczg9mQx6ejJJonjzu7aSPkf5QRAEhEQmYOnRB9h9/Tl+6FkLHzXIec7hNacfY8GhewCAJb3roKen6sRS2xjmHLgLV1sTDPRxy/N+iIgKQpFPFO3s7LBixQr07dtXsnzbtm348ssv8fr1azVbUm4xUcydlLR0VP7mkK7DIKIC4OVqjVEtKmLsthuISUrNsfzZKS3QbOG75Kl1dUd0qeOMsdtvFGCUGSa3qwoPFwtxALCDt0Ixass1cf3TBZ3EpKuKoxmOjPsA7tPeJY5P5nWUNEdUl6ztGtkYnq7WAICYxBQcufMSk3ZmDAJiZ2aEK9PbqOxvtef6c/g/jsDc7jWz9YkKfhMPZ0uFyr5Sj8NjcT8sBh1qOhVol5O09IwBMNxsTbQ+Tnq6gBdRCShrzWaTRFRyFXZukOtxXtPS0uDl5ZVtuaenJ1JTc/7Pm6igqOovQkTv5/sPa2hdNuvgCmZy1QNrf1DFHgN9XNGjXhm1+9oy1Fv8u4K9Kf4c2Rgtqzli35dNtYolaz+rdYO88GFd6fEUhnrQkwFXprcWl33WxB1ARu1dGStjrOhbT6vjZTbSt6JklGhNP8fqyWSQyWS4/E1rjGtdGee/apktsTPQ18u2bHSLimKSCADmCkP08iwLq/9q+bwr2GbsX8WAF93qlcEPvWqrTAbL2ZioHVCjor0ZOtZyLvBxCfT1ZHC3M83VcfT0ZEwSiYjymVbTY2TWv39/rF69GkuXLpUs/+WXX/DJJ5/kW2BEeTGkqTvWnwvMuSAR5UgmAwb4uOHbv+/kXBjA43kdEfAiGh1/PCtun9XMLh4Y/F8yBgB/XX+ucl9NKr0byKN19Xfz0brZmaJzbWfs/zdU5XZNK9nh8w8qSJaNblExWzlPV2v8OcIHqemC5EemT5u4YUr7quKIigDw8GUMfjzxCABga2qEiLhkcd3N79pi++UgzP+v6eO1b9tkS87SNWSKymTI3lyOca2rqC2ntHtUY9wMfotBjd1Urv97dBPsuf4Cg9WsJyIi0lauE0UgYzAbPz8/NGrUCABw4cIFBAcHY+DAgZIJ47Mmk0QFbXqn6rgXFo1/HkXoOhSiQrOyXz2kpQu5alZZxsoYz99qHjBFPw81R5mToqw1jC2rOUiSxMyqOZnjXliMynUeztLmNcs+qoubIW8R/OZd/AMauaKstTGG+2ZPCp0sjcW/u9Rxwb6bLzCnW03IZDIY6mfEuOmzhngbn6xyxMchTSuIiaJvVXvM/rAmpu76F51rOcPSxBDDfSuiVXVHGOjJYKNigJLqzubi35uHNAQA9G9UHr9fCMKktjknh5nVK2+NeuWt1a53tTXF2NaVc7VPIiIiVXKdKN6+fRv169cHADx+/BgAYG9vD3t7e9y+fVssxykzSBdkMhnKWBnnXJCoBOlUyxlJqekay8zo4oFZ+wLE59p8RK/sV/+94sqaaCrnYstxu/8SzL9HN8G1oEh0reMiWW+or4ezU1pK+ut9361mtv2sHeiFsw/D8XGDcuKyHz+ui3nda8I8y/xsvlXs1cZjaWKIJb3rYOulIHzVoRrM5Ab4Kcu5qeRgpnb7Sg7m2PF5IzhYKOBuZ5oR74c1MbFNVY58SURERVauE8WTJ1XPmURERLqhzQ9zAxq55ipRvPd9e0nzSwBoUdUeJ++HAwB+HdwApx+EZ5vOIHO/RBcrY0kzzY+8ykGTnSN8MHtfAGZ2zegXWaecFeqUs9IcqAZtPByzJacymSxbkqiNnp5l32s0TWWfwcxxMEkkIqKiLE9NT4mISLfszOR4HZskPs/azDMrA3097BrZGD1XZ0y1IIPm8lmTRCCj2aap3ADeFWzRopoDqjtbZEsU3exMMbV9NVibGKJRBVs0X3xKXKdqYBUlRwsFGrjZaD1YTWZLetfJ9TZERESkWa4TxcTERKxYsQInT57Eq1evkJ4ube507do1NVsSEVF+sTMzkiSK2oz6m3mUzKw1ip81cceGfzIGgipno7r5dkV7M8nk5wJUD9Iysnn2foLq/PppA2w4F4j5PWppvY3SjC4euB70Ft00jJ5KREREeZPrRPGzzz7D0aNH0atXLzRs2JB9EYmICkE/7/IY6OOK9sszRhRd0bceJv/5L75sWSnHbQ+MeVdLp6yJ9K1ij9/8n2l17D9H+CDoTXy2ZqCZB/Nsq6b/4eR2VbHoyH20ru6gcn2Lqg6SqSRy49Mm7vi0SZ42JSIiohzkOlE8cOAADh48iCZN+L8zFU2a5iwrLnrUK6N22gAqPPN71EIDNxu0Xnpa16GgfQ0nVHOywPjWVWAq10dlR3PsGS39HP6pX32M3ipt1eFbxR41XCzF5/u+bIJjd1+hZ/0ykkQxc+1gb09pX0IvNxt4udlkiynzCKfqagRH+lZE44q28HAp+ImBiYiIKP/keobyMmXKwNzcPOeCRDpSWHli/0bltSo3plXuh6pvW8Mp19tQ/mvgZqNxNMuCtvqTdyNrKhtvjG1dGUObVVBZXl2T0cycLY0xoJErTIykvxNmHqF0lJZNR21N5eLfFsaqB4jR05OhXnlryA2y93kkIiKioivXieKSJUswdepUPHumXZMlosKWuUZx10ifAjvOnG610KSSdCTDrF+wN33WEBPaZJ8n7ZcBnmr3W7ecFVpWy1tTvKJAm6aQpF7mWkLfqu+mbMhp8BkAqFXGUjIVBADkMMaNaLhvRZSxMsaYVpVhoEV/RwAwNtLHmcktcG5qC636SBIREVHxkev/2b28vJCYmIgKFSrA3NwcNjY2kgdRUeLpWrDvyQ2DG+D3Id7i8yFNpZOJyw0ybrGDY5qhe6YBN1xtTcW/p3eqLtlmz+gmMDIovl+6DfSKb+x50cBN/eTnWTVU0Xwzq7rlrHB6cnMcn+gLEyMDcV7QOuUsc9gyY8qFBT1rY3BjN3HZt509ctxukI8r7M3lODe1hcofNjQpb2uCstbZJ6knIiKi4i3XfRT79u2L58+fY968eXB0dORgNlSqyQ300bSyHXZ83ghGBnqwNZNL1jf4LzHwcLHAjC4e2P1fv8PMt03mkShLirrlrHAj+K2uw8gHGdXTmvqMZm5S+UEVe4xtVRmBr+MwaefNbGXL2Zjg0tM3OR418w8JpyY3R3JqOkzl2n9cC5mq1SvY59x0tppzRv9Bfp4TERGRUq4TxfPnz8Pf3x916nDeKiqa1A3Zr63vP6yBb/++k6ttsk6mDWSMSpl5bjt1g+yUsTbGr4MbYOGR+5jUNne1OUXVrpGNUfHrg7oOQ2JMy0r48cSjXG2jTJwW9qqtNlHMnFvpyzISf09Xayw8fA+vYpJUbqPKFy0qoUU1+2zLDfX1ct2sc2BjN2zyf4b2OfR1Hdm8Is49fC2p7SYiIiIC8pAoVqtWDQkJCQURC1H+yJKQBcxuB4/vjmi9ea2yVqhgb4on4XHvFUbWypnMk43rZVopgwwtqjmgRTHul5hVTpO/64K5whCLe9dRWdOnjvJVGOjrqX1P6OVDLVyrag6Y1K7qe+9HqaK9Ge7MagcTI80DyExtXw1T2+fbYYmIiKgEyXVnogULFmDixIk4deoUIiIiEB0dLXkQ6VrWirusozuqMqtrDfFvWZad1CyT0Syvdtmc+4hllnXwEUtjQwxo5IpPvMvD2uTdCJFs7Vc4ZLKMhAwAbEyNYKlmlE51PMurbiLsaPGuuXFem262K4BRbk3lBmxKSkRERHmW60Sxffv28Pf3R6tWreDg4ABra2tYW1vDysoK1tYlr68VFT+t/pvY21yhfYW5wlB6K3zfrSYAYFzrytgwuAGmdaiGXwc3yFUcqr6jf9+tJuZ2ryVJZtV9lfdR0Zy1OCiquYmHiwWsTY1w87u28J/WEn+O8BEHilGa0UU68EvmRCtzYmlnZiT+/VWHd4MRZa5ILQHTeRIREVEpluumpydPnlS77vr16+8VDFF+6FTLGVZDjFDdWfv5PjNPSA4ATSrZ4d737aEwzGi6N9xXu3nlMqtX3krtOsNMI4MaqhnhdO0gL/zz6DWGb76a62PTO709y6JFNQc0rmgHALD8rza3sqM5Fveug75rL4hlP6iSvY+g0pctK+P+yxh0r1cGnWu7IOhNvIo5FrXPkrcO80a/tRe1fyFEREREhSjXiaKvr6/keVRUFLZs2YJ169bh5s2bGDduXH7FRpQnMpkMTSvbSZaVtTZGSKTqvrX/+7guPP4b9TFj+4x/lUlibt2c0RYxiSlwtlQ/+bmliSEmtqkCPT0ZLBSqm0CayQ3QvKr6xKWoKmoVit3rlxGTxJw4mEtHrc38WixNDLE501Qo2ZNEzbWpWctnjqmMtfr3ChEREZEu5DpRVDpx4gQ2bNiAv/76C66urujZsyfWr1+fn7ER5Zs9o5vAa84xleuaVLKTfMHXZmJzTSyNDbXq//Zlq8o5lnnfWEqzYxN88Tg8VmOSmHmE3Eltq8A8S9Ke22a0mYvP6VYTwzdfxZiWldCyuiMqOZhhRpbRdH/7rCHuh8WgccXi2cyYiIiISq5cJYohISHYuHEjNmzYgLi4OPTp0wcpKSnYtWsXPDxyntSZSFfsssxvqFTexgQ2JkZFdtCPIhqWViram+Lxe44cq87U9tXww+F7GstUcjBTWeuXWe2yVgCAMlbG+KJl9sQ9t4l65hFQ29Vwwu1Z7WCmYf7DD6rYa2zuSkRERKQrWg9m07FjR3h4eCAgIAArVqzAixcvsGLFioKMjahADWnqjpOTmkumrQA0J2djWlYCAIxukfs+i3lRHPNE5fmr5mShueB7cDCXY3BjN439QLVhJjdAwOx2ODW5eb7ElfW9oylJJCIiIirKtP4W4+fnhzFjxmDkyJGoXDnnJnNERdnKfvXQubaLynWaEsXxbaqgR/2ycLU1KaDIir/CqJ2VyYCZ/01p4vbVgffal6bpU3I9hYYrR34mIiKikkHrGsWzZ88iJiYGXl5e8Pb2xsqVKxEeHl6QsREVGFVNCpUVi+52puq3k8ngZmdaaE1Vi2qT2NLC0kS7RPHERF/M6VYTgxq7aSwncNIMIiIiKia0ThR9fHywdu1ahIaGYvjw4di+fTvKlCmD9PR0HD16FDExMQUZJ1G+UpV/3Z7VDjdntNVYw1TYmCaqVhj5c079GzOrYG+G/o1cYaif66lpiYiIiIqkXH+rMTExwWeffYZz587h1q1bmDhxIhYsWAAHBwd07dq1IGIkyhd9vMqKf+vrZc80TIwMct3UsKCVpgrFojaoi35pOvlEREREWbzXz99Vq1bFwoULERISgm3btuVXTEQFYmGvOhjc2A31y1uhRVUHXYejleLQ9LR/o/JY0bee+DyvIVd3Ns+niN7Pgh61YGcmx9KP6ug6FCIiIiKdyZd2Uvr6+ujWrRv27t2bH7sjKjAzu9bAX6OawMiATQTzy5xutdCljuqBgXJFTfe9hb1qo6y1MX4Z4CkuU9XHdFTz/BmJ9uOG5XH5m1ao4WKZL/sjIiIiKo74bZmI8sXHDcrBysQQHzcon6ft1Q3z0serHM5NbYm2NZw0bp+5JvMT77zF8G5fBVOTW+e/eRuJiIiIirqiM2oHERVrC3rWxtzutVT2/wQAOzMjvI5NVru9IGg/IqiqPC5zLWM5m6I5fYkygW1UwVbHkRARERFpxhpFIso36pLE/o3KI6cxXHORJ+aoqPbsNNDXw6DGbqjqVDT6YxIRERGpw0SRiApc00p2hXo8zlZIRERE9H6YKBJRnu0a2VjtutxOLp+59EAf1zzFM9DHFc6WCvTNYz9JIiIiIsrAPopElGeertZalpTlOG2GrZmR+PfEtlVx8ckbdKileQAbyRFkwOwPa2JW1xrFYloRIiIioqKMiSIRFTiZLOd+g582dse90Bi08XCEpbEhjoz/QMP+1O+NSSIRERHR+2OiSESFIqf8zdhIHz/2rVc4wRARERGRRuyjSEQ6MbOLB+b3qJWnbV2L6PQXRERERCUFE0UiKhSyLI1PZTIZ2ng4AgDql7fSah87R/hgSe86qFMue3k2OCUiIiLKP2x6SkQFTgbVTU/tzOS4O7s95Aba/WbVwM0GDdxs8jc4IiIiIsqGiSIRFThVA8woFxkb6RdyNERERESUEzY9JSIiIiIiIgkmikRUIARB+ryg+xA6WRoX8BGIiIiISg8mikRF3M4RProO4b1VtDfNtiy/Esd1A70wuLEb+niVzac9EhERERETRaIiroGbDVpXd9R1GO+lgr1Zge27tYcjZnatAQN9fpwRERER5Rd+syIi3VA1DCoRERERFQlMFImoUKga+ZSIiIiIiiYmikTFQJc6zroOId8xbSQiIiIqupgoEhUDXeu4YNfI4j+oDREREREVDyUqUXRzc4NMJpM8vvrqK0mZoKAgdOnSBaamprCzs8OYMWOQnJwsKXPr1i34+vrC2NgYZcqUwezZsyFkGev/9OnT8PT0hEKhQIUKFbBmzZps8ezatQseHh6Qy+Xw8PDA7t278/9FU6kgk8ng6Wqj6zCIiIiIqJQoUYkiAMyePRuhoaHiY/r06eK6tLQ0dOrUCXFxcTh37hy2b9+OXbt2YeLEiWKZ6OhotGnTBi4uLrh8+TJWrFiBxYsXY+nSpWKZwMBAdOzYEc2aNcP169fx9ddfY8yYMdi1a5dYxt/fHx999BEGDBiAmzdvYsCAAejTpw8uXrxYOCeCqIC0qGqfL/txtTXJl/0QERERUf4z0HUA+c3c3BxOTk4q1/n5+SEgIADBwcFwcXEBACxZsgSDBw/G3LlzYWFhgS1btiAxMREbN26EXC5HzZo18eDBAyxduhQTJkyATCbDmjVrUL58eSxfvhwAUL16dVy5cgWLFy9Gz549AQDLly9HmzZtMG3aNADAtGnTcPr0aSxfvhzbtm0r+BNBVED09bTrXZilEl6iXnkrNK1kl08REREREVF+K3E1ij/88ANsbW1Rt25dzJ07V9Ks1N/fHzVr1hSTRABo164dkpKScPXqVbGMr68v5HK5pMyLFy/w9OlTsUzbtm0lx23Xrh2uXLmClJQUjWXOnz+vNvakpCRER0dLHkRFwZiWlfJ1f1+1r8ZRUImIiIiKsBKVKI4dOxbbt2/HyZMn8cUXX2D58uUYNWqUuD4sLAyOjtKJy62trWFkZISwsDC1ZZTPcyqTmpqK169fayyj3Icq8+fPh6WlpfgoV65cbl4+lQJVHc11ctyKDmbi35pqCrXFJJGIiIioaCvyieLMmTOzDVCT9XHlyhUAwPjx4+Hr64vatWtj6NChWLNmDdavX4+IiAhxf6q+oAqCIFmetYxyIJv8KKPpC/K0adMQFRUlPoKDg9WWpdLp96Heug4hz7wrvBuMh3kiERERUdFW5PsofvHFF/j44481lnFzc1O5vFGjRgCAR48ewdbWFk5OTtkGk4mMjERKSopY++fk5JSt1u/Vq1cAkGMZAwMD2NraaiyTtZYxM7lcLmnySpSVvXnxfX/M7FoDf117DoBzKBIREREVdUU+UbSzs4OdXd4Gvbh+/ToAwNk5Y7JyHx8fzJ07F6GhoeIyPz8/yOVyeHp6imW+/vprJCcnw8jISCzj4uIiJqQ+Pj7Yt2+f5Fh+fn7w8vKCoaGhWObo0aMYP368pEzjxo3z9FqIlIwN9ZGQklaox6zubPHe+7BQGIp/s0aRiIiIqGgr8k1PteXv749ly5bhxo0bCAwMxB9//IHhw4eja9euKF++PACgbdu28PDwwIABA3D9+nUcP34ckyZNwrBhw2BhkfFFuF+/fpDL5Rg8eDBu376N3bt3Y968eeKIpwAwYsQIPHv2DBMmTMDdu3exYcMGrF+/HpMmTRLjGTt2LPz8/PDDDz/g3r17+OGHH3Ds2DGMGzeu0M8NlSy7RxfOjw1m8ne/I1VxNMe2YY1wYqKv1tsL0NSZkZkiERERUVFWYhJFuVyOHTt2oHnz5vDw8MB3332HYcOGSaai0NfXx4EDB6BQKNCkSRP06dMH3bp1w+LFi8UylpaWOHr0KEJCQuDl5YVRo0ZhwoQJmDBhgljG3d0dBw8exKlTp1C3bl18//33+PHHH8WpMQCgcePG2L59O3799VfUrl0bGzduxI4dO+DtXXz7mFHRUM3p/Wv3tDGyeUXJc5+Ktqhgb6amdO6wRpGIiIioaCvyTU+1Vb9+fVy4cCHHcuXLl8f+/fs1lqlVqxbOnDmjsYyvry+uXbumsUyvXr3Qq1evHGMiKm2YJxIREREVbSWmRpGI3t/KfvUK5TicHoOIiIioaGOiSEQiWSHV9TFNJCIiIiramCgSkUjzADTKMu+PFYpERERERRsTRSIqdGWtTXQdAhERERFpUGIGsyGiou/M5BaIT0mFjamRrkMhIiIiIg2YKBJRoSlvy5pEIiIiouKATU+JSCTkRwfEAtgXERERERUuJopEREREREQkwUSRiHJFYFUhERERUYnHRJGoBOvfqHy2ZS2q2usgEiIiIiIqTpgoEhVDu0b64OcBnjmW+/7DmtmWmRgVzhhWpnKOlUVERERUXPGbHFEx5Olqo+sQcvRVh2p4HB6L/t6uug6FiIiIiHKJiSIRFQhHCwX2ftFU12EQERERUR6w6SlRaSNTvyrzMDUctIaIiIio9GKiSERERERERBJMFIlKMJkse/WhhgrFHLcFgM61XQAA5W1M8hoWERERERVx7KNIVEKNa105xzIezhYICI1WuU5d09Me9cugrLUxqjlbvFd8RERERFR0sUaRqIRq4+GYY5k65azQqZZzrvYrk8ngXcEWlsaGeQ2NiIiIiIo4JopEpUzWJqX6eto2RiUiIiKi0oKJIlEJJdO6N+I7HOmUiIiIiAAmikTFmrWJ+uafasaiyXUZIiIiIip9mCgSFWNd67jkehuZmr8BabNUQ31+PBARERGVVhz1lKiUyVqLmLmxaeamp580csW+f1+gTXWnwgmMiIiIiIoMJopEpUy3umXw940XOZYzkxtg/5fNCiEiIiIiIipq2LaMqIRS1/+wRTUHtWU8Xa0LMCIiIiIiKi5Yo0hUjGWd6kKT+T1qoVWmJFGVstYmODO5BSw1DJJDRERERCUfE0WiYiw301nUKWsFBwuFZJkMsmz7KG9rki+xEREREVHxxaanRKWEkQHnwiAiIiIi7bBGkaiEkv03+cWo5hUREZuMivZmOo6IiIiIiIoLJopExZg2fRSntK+mYfv8jIaIiIiISgo2PSUqxWSQzqNIRERERAQwUSQq1nIzmI0qPhVt8ykSIiIiIipJ2PSUqITS1KzUf1pL3AuNQfOq9tj3b2jhBUVERERExQITRaISylXDNBfOlsZwtjQuxGiIiIiIqDhh01OiEmjH540gN9DXqqyxoXbliIiIiKj0YI0iUQkkz0XyN6VdVQS8iEY/7/IFGBERERERFSdMFIlKOQcLBQ6ObabrMIiIiIioCGHTUyIiIiIiIpJgokhUjKmbHEPDgKdERERERDliokhUApkr2KqciIiIiPKO3yaJSohPm7jBw9kCb+KSUcHeTNfhEBEREVExxkSRqISQQYbeXuV0HQYRERERlQBsekpUjAnqOikSEREREb0HJopEREREREQkwUSRiIiIiIiIJJgoEhERERERkQQTRaISQsbJE4mIiIgonzBRJCrGBHA0GyIiIiLKf0wUiYiIiIiISKLYJIpz585F48aNYWJiAisrK5VlgoKC0KVLF5iamsLOzg5jxoxBcnKypMytW7fg6+sLY2NjlClTBrNnz4aQZY6B06dPw9PTEwqFAhUqVMCaNWuyHWvXrl3w8PCAXC6Hh4cHdu/ena3MqlWr4O7uDoVCAU9PT5w9ezbvJ4CIiIiIiKiQFJtEMTk5Gb1798bIkSNVrk9LS0OnTp0QFxeHc+fOYfv27di1axcmTpwolomOjkabNm3g4uKCy5cvY8WKFVi8eDGWLl0qlgkMDETHjh3RrFkzXL9+HV9//TXGjBmDXbt2iWX8/f3x0UcfYcCAAbh58yYGDBiAPn364OLFi2KZHTt2YNy4cfjmm29w/fp1NGvWDB06dEBQUFABnB0iIiIiIqL8IxOyVqcVcRs3bsS4cePw9u1byfJDhw6hc+fOCA4OhouLCwBg+/btGDx4MF69egULCwusXr0a06ZNw8uXLyGXywEACxYswIoVKxASEgKZTIapU6di7969uHv3rrjvESNG4ObNm/D39wcAfPTRR4iOjsahQ4fEMu3bt4e1tTW2bdsGAPD29kb9+vWxevVqsUz16tXRrVs3zJ8/X6vXGh0dDUtLS0RFRcHCwiL3J4tKvG9238KWixk/Pgxt6o7pnT10HBERERERFYTCzg2KTY1iTvz9/VGzZk0xSQSAdu3aISkpCVevXhXL+Pr6ikmissyLFy/w9OlTsUzbtm0l+27Xrh2uXLmClJQUjWXOnz8PIKP28+rVq9nKtG3bViyjSlJSEqKjoyUPIiIiIiKiwlZiEsWwsDA4OjpKlllbW8PIyAhhYWFqyyif51QmNTUVr1+/1lhGuY/Xr18jLS1NYxlV5s+fD0tLS/FRrlw5rV47ERERERFRftJpojhz5kzIZDKNjytXrmi9P5mKieQEQZAsz1pG2fI2P8pkXaZNmcymTZuGqKgo8REcHKy2LBERERERUUEx0OXBv/jiC3z88ccay7i5uWm1LycnJ8lgMgAQGRmJlJQUsWbPyckpW43eq1evACDHMgYGBrC1tdVYRrkPOzs76OvrayyjilwulzSLJSIiIiIi0gWd1ija2dmhWrVqGh8KhUKrffn4+OD27dsIDQ0Vl/n5+UEul8PT01Msc+bMGcmUGX5+fnBxcRETUh8fHxw9elSybz8/P3h5ecHQ0FBjmcaNGwMAjIyM4Onpma3M0aNHxTJE+U1DZTURERERUa4Umz6KQUFBuHHjBoKCgpCWloYbN27gxo0biI2NBZAxUIyHhwcGDBiA69ev4/jx45g0aRKGDRsmjgrUr18/yOVyDB48GLdv38bu3bsxb948TJgwQWwSOmLECDx79gwTJkzA3bt3sWHDBqxfvx6TJk0SYxk7diz8/Pzwww8/4N69e/jhhx9w7NgxjBs3TiwzYcIErFu3Dhs2bMDdu3cxfvx4BAUFYcSIEYV30oiIiIiIiPJAp01Pc+O7777Dpk2bxOf16tUDAJw8eRLNmzeHvr4+Dhw4gFGjRqFJkyYwNjZGv379sHjxYnEbS0tLHD16FKNHj4aXlxesra0xYcIETJgwQSzj7u6OgwcPYvz48fjpp5/g4uKCH3/8ET179hTLNG7cGNu3b8f06dPx7bffomLFitixYwe8vb3FMh999BEiIiIwe/ZshIaGombNmjh48CBcXV0L8jRRKVOs5rYhIiIiomKj2M2jWJpwHkXKyde7b2Hrf/MoDmvmjm86cR5FIiIiopKI8ygSkdb4Mw8RERERFQQmikQlhKapV4iIiIiIcoOJIhEREREREUkwUSQiIiIiIiIJJopEJQQbnhIRERFRfmGiSFSMDWjE6VaIiIiIKP8xUSQqxjxcOG0KEREREeU/JopEREREREQkwUSRiIiIiIiIJJgoEpUUHM2GiIiIiPIJE0WiEsLOVK7rEIiIiIiohDDQdQBE9H5+6lcfx+++xAAfjoBKRERERPmDiSJRMdeptjM61XbWdRhEREREVIKw6SkRERERERFJMFEkIiIiIiIiCSaKREREREREJMFEkYiIiIiIiCSYKBIREREREZEEE0UiIiIiIiKSYKJIREREREREEkwUiYiIiIiISIKJIhEREREREUkwUSQiIiIiIiIJJopEREREREQkYaDrAEg9QRAAANHR0TqOhIiIiIiIdEmZEyhzhILGRLEIi4mJAQCUK1dOx5EQEREREVFREBMTA0tLywI/jkworJSUci09PR0vXryAubk5ZDKZZF10dDTKlSuH4OBgWFhY6ChC0gVe+9KL17704rUvnXjdSy9e+9JL07UXBAExMTFwcXGBnl7B9yBkjWIRpqenh7Jly2osY2FhwQ+QUorXvvTitS+9eO1LJ1730ovXvvRSd+0LoyZRiYPZEBERERERkQQTRSIiIiIiIpJgolhMyeVyzJgxA3K5XNehUCHjtS+9eO1LL1770onXvfTitS+9itK152A2REREREREJMEaRSIiIiIiIpJgokhEREREREQSTBSJiIiIiIhIgokiERERERERSTBRLCSrVq2Cu7s7FAoFPD09cfbsWY3lT58+DU9PTygUClSoUAFr1qzJVmbXrl3w8PCAXC6Hh4cHdu/ena3M8+fP0b9/f9ja2sLExAR169bF1atXxfWCIGDmzJlwcXGBsbExmjdvjjt37rz/CyZRUb32gwcPhkwmkzwaNWr0/i+YAOjmuru5uWW7pjKZDKNHjxbL8J4veEX12vOeL3i6uPapqamYPn063N3dYWxsjAoVKmD27NlIT08Xy/C+L3hF9drzvi94urj2MTExGDduHFxdXWFsbIzGjRvj8uXLkjL5ct8LVOC2b98uGBoaCmvXrhUCAgKEsWPHCqampsKzZ89Uln/y5IlgYmIijB07VggICBDWrl0rGBoaCn/++adY5vz584K+vr4wb9484e7du8K8efMEAwMD4cKFC2KZN2/eCK6ursLgwYOFixcvCoGBgcKxY8eER48eiWUWLFggmJubC7t27RJu3bolfPTRR4Kzs7MQHR1dcCekFCnK137QoEFC+/bthdDQUPERERFRcCejFNHVdX/16pXkeh49elQAIJw8eVIsw3u+YBXla897vmDp6trPmTNHsLW1Ffbv3y8EBgYKO3fuFMzMzITly5eLZXjfF6yifO153xcsXV37Pn36CB4eHsLp06eFhw8fCjNmzBAsLCyEkJAQsUx+3PdMFAtBw4YNhREjRkiWVatWTfjqq69Ulp8yZYpQrVo1ybLhw4cLjRo1Ep/36dNHaN++vaRMu3bthI8//lh8PnXqVKFp06Zq40pPTxecnJyEBQsWiMsSExMFS0tLYc2aNTm/MMpRUb32gpDxn8eHH36ozcugXNLVdc9q7NixQsWKFYX09HRBEHjPF4aieu0Fgfd8QdPVte/UqZPw2WefScr06NFD6N+/vyAIvO8LQ1G99oLA+76g6eLax8fHC/r6+sL+/fslZerUqSN88803giDk333PpqcFLDk5GVevXkXbtm0ly9u2bYvz58+r3Mbf3z9b+Xbt2uHKlStISUnRWCbzPvfu3QsvLy/07t0bDg4OqFevHtauXSuuDwwMRFhYmGQ/crkcvr6+amMj7RXla6906tQpODg4oEqVKhg2bBhevXqVp9dK7+jyumeN4/fff8dnn30GmUwGgPd8QSvK116J93zB0OW1b9q0KY4fP44HDx4AAG7evIlz586hY8eOAHjfF7SifO2VeN8XDF1d+9TUVKSlpUGhUEjKGBsb49y5cwDy775noljAXr9+jbS0NDg6OkqWOzo6IiwsTOU2YWFhKsunpqbi9evXGstk3ueTJ0+wevVqVK5cGUeOHMGIESMwZswY/Pbbb+I+lNtpGxtpryhfewDo0KEDtmzZghMnTmDJkiW4fPkyWrZsiaSkpPd63aWdLq97Znv27MHbt28xePBgyXGU22m7H9JeUb72AO/5gqTLaz916lT07dsX1apVg6GhIerVq4f/t3fvUTVm/x/A36d7ukjRRel0Qbl2ca1B5RLWGJcwyS0MTWtYnMZqpgZTatAw47aYMIOMy2jNuCyXJSISY6olZqImijBkLJTLHHTbvz/69qx5nCSUMr/3a63zx9nP5+y9n2evTZ+zn2cflUqFoKAgqY7qz9W1b1R3TXnsAc77htRYY29iYgIvLy/Exsbi1q1bqKiowLZt25Ceno6ioiKpjurP1bVvNdGpcyS9kee/1RVCaJS9LP758pfVWVlZie7du2Px4sUAAA8PD1y8eBHx8fGYPHnya/eNXk1THfvAwEApvnPnzujevTuUSiUOHjyIgICAVzlFqkFjjPu/bdy4EUOHDkXr1q3fuG/0aprq2HPON7zGGPvExERs27YNO3bsQKdOnXD+/HmoVCq0bt0awcHBr903ejVNdew57xteY4z91q1bMW3aNNja2kJbWxuenp4YP348srKy3qhvz+OKYgNr2bIltLW1NbL3O3fuaGT51aytrWuM19HRgYWFRa0x/67TxsYGHTt2lMV06NAB169fl+oA8Ep9o7prymNfExsbGyiVSly+fPnlJ0cv1JjjXu3atWs4evQopk+frtEOwDnfUJry2NeEc77+NObYh4eHIyIiAuPGjUOXLl0wadIkhIWFYcmSJVIdAOd9Q2nKY18Tzvv605hj7+zsjNTUVDx+/Bg3btxARkYGysrK4OjoKNUBvPm8Z6LYwPT09NCtWzckJyfLypOTk+Ht7V3jZ7y8vDTijxw5gu7du0NXV7fWmH/X+d577yEvL08Wc+nSJSiVSgCAo6MjrK2tZfWUlpYiNTX1hX2jumvKY1+Te/fu4caNG7CxsXn5ydELNea4V9u8eTMsLS3x/vvvy8o55xtWUx77mnDO15/GHHu1Wg0tLfmfc9ra2tJPJHDeN6ymPPY14byvP03h33wjIyPY2NiguLgYhw8fxogRIwDU47yv87Y39Nqqt87duHGjyMnJESqVShgZGYnCwkIhhBARERFi0qRJUnz11rlhYWEiJydHbNy4UWPr3NOnTwttbW0RFxcncnNzRVxcnMbWuRkZGUJHR0csWrRIXL58WWzfvl00a9ZMbNu2TYqJi4sTzZs3F7t37xbZ2dkiKCiIW2bXo6Y69o8ePRJz584Vv/76q7h69ao4fvy48PLyEra2thz7etBY4y6EEBUVFcLe3l58/vnnNfaNc75hNdWx55xveI019sHBwcLW1lb6iYTdu3eLli1bis8++0yK4bxvWE117DnvG15jjX1SUpI4dOiQuHLlijhy5Ihwc3MTPXv2FKWlpVJMfcx7Jopvydq1a4VSqRR6enrC09NTpKamSseCg4OFj4+PLP7EiRPCw8ND6OnpCQcHBxEfH69R588//yxcXFyErq6ucHV1Fbt27dKI2b9/v+jcubPQ19cXrq6uYsOGDbLjlZWVIioqSlhbWwt9fX3Rr18/kZ2dXT8nTUKIpjn2arVa+Pv7i1atWgldXV1hb28vgoODxfXr1+vvxP+fa6xxP3z4sAAg8vLyauwX53zDa4pjzzn/djTG2D98+FDMmTNH2NvbCwMDA+Hk5CTmzZsnnj17JsVw3je8pjj2nPdvR2OMfWJionBychJ6enrC2tpazJw5U5SUlMhi6mPeK4T43xOUREREREREROAzikRERERERPQcJopEREREREQkw0SRiIiIiIiIZJgoEhERERERkQwTRSIiIiIiIpJhokhEREREREQyTBSJiIiIiIhIhokiERERERE1mA0bNsDX1xempqZQKBQoKSl56WcePXoElUoFpVIJQ0NDeHt7IzMzUyMuNzcXw4cPR/PmzWFiYoLevXvj+vXrspgzZ86gf//+MDIygpmZGXx9ffHkyRPpeFZWFgYNGgQzMzNYWFggJCQEjx8/rrFf9+7dg52dncZ55OXlwc/PD1ZWVjAwMICTkxPmz5+PsrKyul2k5wghMHToUCgUCuzdu/e16nhTTBSJiIheQXR0NNzd3Rut/QULFiAkJKRR2n727Bns7e1x9uzZRmmfiJouX19fJCQk1HhMrVZjyJAh+OKLL+pc3/Tp05GcnIytW7ciOzsb/v7+GDhwIG7evCnFFBQUoE+fPnB1dcWJEyfw+++/Y8GCBTAwMJBizpw5gyFDhsDf3x8ZGRnIzMzErFmzoKVVlQbdunULAwcORNu2bZGeno6kpCRcvHgRU6ZMqbFfH330Ebp27apRrquri8mTJ+PIkSPIy8vDypUr8f333yMqKqrO5/xvK1euhEKheK3P1htBREREQgghANT6Cg4OFo8ePRJ3795tlP7dvn1bmJiYiKtXr0plPj4+Ys6cORqxe/bsEdX/zfv4+NR6XkqlUgghRFFRkZg1a5ZwdHQUenp6ws7OTgwbNkwcPXpUqnfVqlViwIABDXmaRPQO8vHxEZs3b6415vjx4wKAKC4urjVOrVYLbW1tceDAAVm5m5ubmDdvnvQ+MDBQTJw4sda6evXqJebPn//C4+vXrxeWlpaioqJCKjt37pwAIC5fviyL/e6774SPj484duxYnc4jLCxM9OnTR1a2b98+4enpKfT19YWjo6OIjo4WZWVlspjz588LOzs7UVRUJACIPXv21NpOQ+GKIhER0f8UFRVJr5UrV8LU1FRWtmrVKhgbG8PCwqJR+rdx40Z4eXnBwcHhlT63e/du6RwyMjIAAEePHpXKMjMzUVhYiG7duiElJQVLly5FdnY2kpKS4Ofnh5kzZ0p1TZgwAWlpacjNza3PUyMikpSXl6OiokK2MggAhoaGOHXqFACgsrISBw8eRPv27TF48GBYWlqiV69ests079y5g/T0dFhaWsLb2xtWVlbw8fGR6gCq7pTQ09OTVhir2wEgi8vJyUFMTAx+/PFHWeyL5OfnIykpCT4+PlLZ4cOHMXHiRMyePRs5OTlYv349EhISsGjRIilGrVYjKCgIa9asgbW1dR2vWMNgokhERPQ/1tbW0qt58+ZQKBQaZc/fejplyhSMHDkSixcvhpWVFczMzLBw4UKUl5cjPDwc5ubmsLOzw6ZNm2Rt3bx5E4GBgWjRogUsLCwwYsQIFBYW1tq/nTt3Yvjw4a98Xubm5tI5tGrVCgBgYWEhK/vkk0+gUCiQkZGBMWPGoH379ujUqRM+/fRT/Pbbb1JdFhYW8Pb2xk8//fTK/SAiqgsTExN4eXkhNjYWt27dQkVFBbZt24b09HQUFRUBqEoCHz9+jLi4OAwZMgRHjhzBqFGjEBAQgNTUVADAlStXAFQ9MjBjxgwkJSXB09MTAwYMwOXLlwEA/fv3x+3bt7Fs2TKUlpaiuLhYukW2uq1nz54hKCgIy5Ytg729fa199/b2hoGBAdq1a4e+ffsiJiZGOrZo0SJEREQgODgYTk5OGDRoEGJjY7F+/XopJiwsDN7e3hgxYkQ9Xc3Xx0SRiIjoDaWkpODWrVs4efIkli9fjujoaAwbNgwtWrRAeno6QkNDERoaihs3bgCo+sbYz88PxsbGOHnyJE6dOgVjY2MMGTIEpaWlNbZRXFyMCxcuoHv37vXe//v37yMpKQkzZ86EkZGRxnEzMzPZ+549eyItLa3e+0FE747FixfD2NhYeqWlpSE0NFSj7HVt3boVQgjY2tpCX18fq1evxvjx46GtrQ2gakURAEaMGIGwsDC4u7sjIiICw4YNw7p162QxH3/8MaZOnQoPDw+sWLECLi4u0pd3nTp1wpYtW/Dtt9+iWbNmsLa2hpOTE6ysrKS2IiMj0aFDB0ycOPGl/U5MTERWVhZ27NiBgwcP4ptvvpGOnT17FjExMbJrNGPGDBQVFUGtVmPfvn1ISUnBypUrX/u61Sedxu4AERHRu87c3ByrV6+GlpYWXFxcsHTpUqjVaulb6cjISMTFxeH06dMYN24cdu7cCS0tLfzwww/SZgWbN2+GmZkZTpw4AX9/f402rl27BiEEWrduXe/9z8/PhxACrq6udYq3tbV96eonEf23hYaG4sMPP5TeT5gwAaNHj0ZAQIBUZmtr+9r1Ozs7IzU1Ff/88w8ePnwIGxsbBAYGwtHREQDQsmVL6OjooGPHjrLPdejQQbpl1MbGBgBqjPn3zqjjx4/H+PHj8ffff8PIyAgKhQLLly+X2kpJSUF2djZ++eUXAFU7klb3Yd68eVi4cKFUV5s2baQ2KyoqEBISgrlz50JbWxuVlZVYuHCh7BpVMzAwQEpKCgoKCjS+nBs9ejT69u2LEydOvNI1fFNMFImIiN5Qp06dZM+sWFlZoXPnztJ7bW1tWFhY4M6dOwCqvlXOz8+HiYmJrJ6nT5+ioKCgxjaqt3J//pmd+lD9R09dd9gzNDSEWq2u934Q0bvD3Nwc5ubm0ntDQ0NYWlqibdu29dqOkZERjIyMUFxcjMOHD2Pp0qUAAD09PfTo0QN5eXmy+EuXLkGpVAIAHBwc0Lp16xpjhg4dqtGWlZUVAGDTpk0wMDDAoEGDAAC7du2S/ZxGZmYmpk2bhrS0NDg7O7+w70IIlJWVSf/Genp6Ii8v74XXKCIiAtOnT5eVdenSBStWrMAHH3zwwnYaChNFIiKiN6Srqyt7r1Aoaiyrvg2qsrIS3bp1w/bt2zXqqn6G8HktW7YEUHUL6r9jTE1N8eDBA434kpISmJqa1qn/7dq1g0KhQG5uLkaOHPnS+Pv377+wn0REz7t9+zZu376N/Px8AEB2djZMTExgb28vJZsDBgzAqFGjMGvWLABVG78IIeDi4oL8/HyEh4fDxcUFU6dOleoNDw9HYGAg+vXrBz8/PyQlJWH//v3SyptCoUB4eDiioqLg5uYGd3d3bNmyBX/++ae0OggAa9asgbe3N4yNjZGcnIzw8HDExcVJK3vPJ4N3794FULUyWR2zfft26OrqokuXLtDX18fZs2cRGRmJwMBA6OhUpVxffvklhg0bhjZt2mDs2LHQ0tLCH3/8gezsbHz11VfSc+PPs7e3l1Y33yYmikRERG+Zp6cnEhMTYWlpWedkztnZGaampsjJyUH79u2lcldXVxw6dEgjPjMzEy4uLnWq29zcHIMHD8batWsxe/ZsjecUS0pKZLdCXbhwAR4eHnWqm4ho3bp1stsz+/XrB6Dqlvvq3yssKCiQEjAAePDgASIjI/HXX3/B3Nwco0ePxqJFi2Rfwo0aNQrr1q3DkiVLMHv2bLi4uGDXrl3o06ePFKNSqfD06VOEhYXh/v37cHNzQ3Jysiz5y8jIQFRUFB4/fgxXV1esX78ekyZNeqVz1NHRwddff41Lly5BCAGlUomZM2ciLCxMihk8eDAOHDiAmJgYLF26FLq6unB1ddVYRWwqFKJ6LZSIiIgkCQkJUKlUKCkpkZVHR0dj7969OH/+PICqXU9LSkpkW7L7+vrC3d1dtiGBg4MDVCoVVCoV1Go13N3dYWtri5iYGNjZ2eH69evYvXs3wsPDYWdnV2OfRo8eDUdHR9nmCIWFhejYsSOmTp2KkJAQGBoaIjk5GXPnzsXWrVsxduxYWR2FhYVwdHTEuXPnZLu3Xr16Fd7e3jA3N0dMTAy6du2K8vJyJCcnIz4+XvZzGA4ODoiNjX3lP6SIiOjdwV1PiYiI3rJmzZrh5MmTsLe3R0BAADp06IBp06bhyZMnta4whoSEYOfOndItrEBV0paWloaCggL4+/ujR48eSEhIQEJCgkaSWBtHR0dkZWXBz88Pc+fORefOnTFo0CAcO3YM8fHxUtyZM2fw4MEDjBkz5vVOnoiI3glcUSQiInpHCCHQu3dvqFQqBAUFNUofxo4dCw8PD2lHVyIi+m/iiiIREdE7QqFQYMOGDSgvL2+U9p89ewY3NzfZMzdERPTfxBVFIiIiIiIikuGKIhEREREREckwUSQiIiIiIiIZJopEREREREQkw0SRiIiIiIiIZJgoEhERERERkQwTRSIiIiIiIpJhokhEREREREQyTBSJiIiIiIhIhokiERERERERyfwfZY2W2caH0RsAAAAASUVORK5CYII=", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from obspy.signal.filter import bandpass\n", - "\n", - "# Apply the band-pass filter to each trace in the stream\n", - "for tr in stream:\n", - " # Determine the Nyquist frequency\n", - " nyquist_freq = tr.stats.sampling_rate / 2.0\n", - " \n", - " # Define the frequency range for the band-pass filter\n", - " freqmin = 5 # Minimum frequency\n", - " freqmax = nyquist_freq * 0.10 # Slightly below Nyquist frequency\n", - " \n", - " # Apply the band-pass filter\n", - " bandpass_trace = bandpass(tr.data, freqmin, freqmax, tr.stats.sampling_rate)\n", - " \n", - " # Plot the band-pass filtered signal\n", - " plt.figure(figsize=(10, 4))\n", - " plt.plot(tr.times(\"matplotlib\"), bandpass_trace, label='Band-pass Filtered Signal')\n", - " plt.xlabel('Time (UTC)')\n", - " plt.ylabel('Amplitude')\n", - " plt.title(f'Band-pass Filtered Seismic Signal (Frequency Range: {freqmin} - {freqmax:.2f} Hz)')\n", - " plt.legend()\n", - " plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "fb26a02f-0dfd-4cfb-98cb-3614816b2b55", - "metadata": {}, - "source": [ - "# 3. Understanding Spectrograms " - ] - }, - { - "cell_type": "markdown", - "id": "a51287aa-b696-4a92-979b-d8ebedd8f21a", - "metadata": {}, - "source": [ - "## Background on Spectrograms\n", - "A spectrogram is a powerful tool used in signal processing to visualize how the frequency content of a signal changes over time. It provides a time-frequency representation of the signal, allowing us to see which frequencies are present at any given moment.\n", - "\n", - "The spectrogram is generated by performing a **Short-Time Fourier Transform (STFT)** on the signal. The STFT breaks the signal into overlapping segments, applies a window function, and then computes the Fourier Transform for each segment. This results in a two-dimensional plot with time on one axis, frequency on the other, and amplitude represented by color or intensity.\n", - "\n", - "## Understanding the Fourier Transform\n", - "The Fourier Transform (FT) is a mathematical operation that transforms a time-domain signal into its frequency-domain representation. It decomposes a signal into its constituent frequencies, providing a clear view of the frequency components present in the signal.\n", - "\n", - "The Fast Fourier Transform (FFT) is an efficient algorithm for computing the Fourier Transform. It is widely used in digital signal processing due to its speed and accuracy.\n", - "\n", - "## Key Concepts:\n", - "\n", - "**Frequency Domain:** The representation of a signal based on its frequency content rather than time.\n", - "**Amplitude:** The strength or magnitude of a particular frequency component.\n", - "**Windowing:** The application of a window function to minimize discontinuities at the segment boundaries in the STFT." - ] - }, - { - "cell_type": "markdown", - "id": "9b4d302f-9622-4b52-8160-036b96d3d528", - "metadata": {}, - "source": [ - "## Orginal Signal" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "6d838ee9-76c5-46e1-a170-a60c0366cc2a", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from scipy.signal import spectrogram\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "\n", - "# Select the Z component (HHZ) trace from the stream\n", - "z_trace = stream.select(channel=\"HHZ\")[0]\n", - "\n", - "# Define parameters for the spectrogram\n", - "nperseg = 256 # Length of each segment for STFT\n", - "\n", - "# Generate the spectrogram for the Z component\n", - "f, t_spec, Sxx = spectrogram(z_trace.data, z_trace.stats.sampling_rate, nperseg=nperseg)\n", - "\n", - "# Plot the spectrogram\n", - "plt.figure(figsize=(10, 6))\n", - "plt.pcolormesh(t_spec, f, 10 * np.log10(Sxx), shading='gouraud')\n", - "plt.ylabel('Frequency [Hz]')\n", - "plt.xlabel('Time [s]')\n", - "plt.title(f'Spectrogram of Original Signal - {z_trace.stats.channel}')\n", - "plt.colorbar(label='Intensity [dB]')\n", - "plt.ylim(0, 100)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "527c3198-b119-4521-9164-093fcf322ce2", - "metadata": {}, - "source": [ - "## Lowpass Signal" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "6f3bea75-eb7c-493a-b19f-a3acb6cfcab5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "\n", - "# Define the cutoff frequency for the low-pass filter\n", - "low_cutoff = 10 # Hz\n", - "\n", - "# Apply the low-pass filter to the Z component\n", - "lowpass_trace = lowpass(z_trace.data, low_cutoff, z_trace.stats.sampling_rate)\n", - "\n", - "# Define parameters for the spectrogram\n", - "nperseg = 256 # Length of each segment for STFT\n", - "\n", - "# Generate the spectrogram for the low-pass filtered Z component\n", - "f, t_spec, Sxx = spectrogram(lowpass_trace, z_trace.stats.sampling_rate, nperseg=nperseg)\n", - "\n", - "# Plot the spectrogram\n", - "plt.figure(figsize=(10, 6))\n", - "plt.pcolormesh(t_spec, f, 10 * np.log10(Sxx), shading='gouraud')\n", - "plt.ylabel('Frequency [Hz]')\n", - "plt.xlabel('Time [s]')\n", - "plt.title(f'Spectrogram of Low-pass Filtered Frequency: {high_cutoff} Hz')\n", - "plt.colorbar(label='Intensity [dB]')\n", - "plt.ylim(0, 50)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "109ea4e2-4f1c-4d86-b98c-aa46cb2da8c9", - "metadata": {}, - "source": [ - "## Highpass Signal" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "bb5945d3-232d-42d0-b5c6-8bd7e8e0fc8a", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Define the cutoff frequency for the high-pass filter\n", - "high_cutoff = 10 # Hz\n", - "\n", - "# Apply the high-pass filter to the Z component\n", - "highpass_trace = highpass(z_trace.data, high_cutoff, z_trace.stats.sampling_rate)\n", - "\n", - "# Define parameters for the spectrogram\n", - "nperseg = 256 # Length of each segment for STFT\n", - "\n", - "# Generate the spectrogram for the high-pass filtered Z component\n", - "f, t_spec, Sxx = spectrogram(highpass_trace, z_trace.stats.sampling_rate, nperseg=nperseg)\n", - "\n", - "# Plot the spectrogram\n", - "plt.figure(figsize=(10, 6))\n", - "plt.pcolormesh(t_spec, f, 10 * np.log10(Sxx), shading='gouraud')\n", - "plt.ylabel('Frequency [Hz]')\n", - "plt.xlabel('Time [s]')\n", - "plt.title(f'Spectrogram of High-pass Filtered Z Component Cutoff Frequency: {high_cutoff} Hz')\n", - "plt.colorbar(label='Intensity [dB]')\n", - "plt.ylim(0, 50) # Adjust y-axis limit to Nyquist frequency\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "f9aded69-0f18-49c5-ab7f-c79cb2fe73fe", - "metadata": {}, - "source": [ - "## Bandpass Signal" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "58eb297e-96a3-4b14-afbb-77654e3ffe4c", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Define the frequency range for the band-pass filter\n", - "freqmin = 10.0 # Minimum frequency in Hz\n", - "freqmax = 30.0 # Maximum frequency in Hz\n", - "\n", - "# Apply the band-pass filter to the Z component\n", - "bandpass_trace = bandpass(z_trace.data, freqmin, freqmax, z_trace.stats.sampling_rate, corners=4, zerophase=True)\n", - "\n", - "# Define parameters for the spectrogram\n", - "nperseg = 256 # Length of each segment for STFT\n", - "\n", - "# Generate the spectrogram for the band-pass filtered Z component\n", - "f, t_spec, Sxx = spectrogram(bandpass_trace, z_trace.stats.sampling_rate, nperseg=nperseg)\n", - "\n", - "# Plot the spectrogram\n", - "plt.figure(figsize=(10, 6))\n", - "plt.pcolormesh(t_spec, f, 10 * np.log10(Sxx), shading='gouraud')\n", - "plt.ylabel('Frequency [Hz]')\n", - "plt.xlabel('Time [s]')\n", - "plt.title(f'Spectrogram of Band-pass Filtered Z Component (10-30 Hz)')\n", - "plt.colorbar(label='Intensity [dB]')\n", - "plt.ylim(0, z_trace.stats.sampling_rate / 2.0) # Adjust y-axis limit to Nyquist frequency\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "1e1711c3-b317-43fa-aea0-98928c052226", - "metadata": {}, - "source": [ - "### Key Takeaways\n", - "- Spectrograms provide a comprehensive view of how a signal's frequency content evolves over time.\n", - "- Different filters (low-pass, high-pass, band-pass) allow us to isolate specific frequency components of interest.\n", - "- The Fourier Transform is a fundamental tool in signal processing, offering insights into the frequency domain representation of signals.\n" - ] - }, - { - "cell_type": "markdown", - "id": "eeecf0e2-8c67-4c22-a017-74bda83fac2b", - "metadata": {}, - "source": [ - "# 4. New Methodologies in Signal Denoising" - ] - }, - { - "cell_type": "markdown", - "id": "63e14cc0-3256-42dd-8e16-acb40852e89f", - "metadata": {}, - "source": [ - "## Introduction to DeepDenoiser\n", - "DeepDenoiser is a deep learning-based denoising model designed to enhance seismic data quality. By applying deep neural networks, DeepDenoiser effectively removes noise from seismic signals, allowing for more accurate event detection and phase picking. This technique is particularly useful in complex scenarios where traditional denoising methods may fall short, such as when dealing with overlapping signals from multiple events.\n", - "\n", - "## Key Advantages of DeepDenoiser:\n", - "\n", - "- Enhanced Noise Reduction: It significantly reduces noise, especially in the presence of overlapping signals.\n", - "- Improved Event Picking: By cleaning up the signals, it improves the accuracy of picking models for seismic events.\n", - "- Adaptability: It can be applied to various datasets, making it versatile for different seismic studies." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "135913c9-0753-4166-8f91-8e4a48f7b36b", - "metadata": {}, - "outputs": [], - "source": [ - "!pip install seisbench " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "14e44bcb-7e04-46e7-b827-cad8541b7b1e", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/srv/conda/envs/notebook/lib/python3.11/site-packages/seisbench/models/base.py:489: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", - " model_weights = torch.load(f\"{path_pt}\")\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Import necessary libraries\n", - "import seisbench.models as sbm\n", - "from obspy.clients.fdsn import Client\n", - "from obspy import UTCDateTime\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "\n", - "# Import necessary libraries\n", - "import seisbench.models as sbm\n", - "import matplotlib.pyplot as plt\n", - "\n", - "\n", - "# Load the pre-trained DeepDenoiser model\n", - "model = sbm.DeepDenoiser.from_pretrained(\"original\")\n", - "\n", - "# Apply the DeepDenoiser model to the original stream\n", - "annotations = model.annotate(stream)\n", - "\n", - "# Ensure both the original stream and annotations have the same traces\n", - "assert len(stream) == len(annotations), \"The number of traces in the original stream and annotations must match.\"\n", - "\n", - "# Plot each original and denoised signal for comparison\n", - "plt.figure(figsize=(12, 3 * len(stream)))\n", - "\n", - "for i, (original_trace, denoised_trace) in enumerate(zip(stream, annotations)):\n", - " # Plot the original signal\n", - " plt.subplot(len(stream), 2, 2 * i + 1)\n", - " plt.plot(original_trace.times(\"matplotlib\"), original_trace.data, label=f\"Original Signal - {original_trace.stats.channel}\")\n", - " plt.xlabel(\"Time (UTC)\")\n", - " plt.ylabel(\"Amplitude\")\n", - " plt.title(f\"Original Seismic Signal - {original_trace.stats.channel}\")\n", - " plt.legend()\n", - "\n", - " # Plot the denoised signal\n", - " plt.subplot(len(stream), 2, 2 * i + 2)\n", - " plt.plot(denoised_trace.times(\"matplotlib\"), denoised_trace.data, label=f\"Denoised Signal - {denoised_trace.stats.channel}\", color='orange')\n", - " plt.xlabel(\"Time (UTC)\")\n", - " plt.ylabel(\"Amplitude\")\n", - " plt.title(f\"Denoised Seismic Signal - {denoised_trace.stats.channel}\")\n", - " plt.legend()\n", - "\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "961a2823-2367-4f16-aa48-06445f11ec7f", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Import necessary libraries\n", - "from scipy.signal import spectrogram\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# Select the HHZ component from both the original stream and the denoised annotations\n", - "original_hhz = stream.select(channel=\"HHZ\")[0]\n", - "\n", - "# Adjust the channel name to match the denoised signal's actual name\n", - "denoised_hhz = annotations.select(channel=\"DeepDenoiser_HHZ\")[0]\n", - "\n", - "# Define parameters for the spectrogram\n", - "nperseg = 256 # Length of each segment for STFT\n", - "\n", - "# Generate the spectrogram for the original HHZ signal\n", - "f_original, t_original, Sxx_original = spectrogram(original_hhz.data, original_hhz.stats.sampling_rate, nperseg=nperseg)\n", - "\n", - "# Generate the spectrogram for the denoised HHZ signal\n", - "f_denoised, t_denoised, Sxx_denoised = spectrogram(denoised_hhz.data, denoised_hhz.stats.sampling_rate, nperseg=nperseg)\n", - "\n", - "# Plot the spectrograms\n", - "plt.figure(figsize=(14, 6))\n", - "\n", - "# Original signal spectrogram\n", - "plt.subplot(1, 2, 1)\n", - "plt.pcolormesh(t_original, f_original, 10 * np.log10(Sxx_original), shading='gouraud')\n", - "plt.ylabel('Frequency [Hz]')\n", - "plt.xlabel('Time [s]')\n", - "plt.title('Spectrogram of Original HHZ Signal')\n", - "plt.colorbar(label='Intensity [dB]')\n", - "plt.ylim(0, 50) # Nyquist frequency limit\n", - "\n", - "# Denoised signal spectrogram\n", - "plt.subplot(1, 2, 2)\n", - "plt.pcolormesh(t_denoised, f_denoised, 10 * np.log10(Sxx_denoised), shading='gouraud')\n", - "plt.ylabel('Frequency [Hz]')\n", - "plt.xlabel('Time [s]')\n", - "plt.title('Spectrogram of Denoised HHZ Signal')\n", - "plt.colorbar(label='Intensity [dB]')\n", - "plt.ylim(0, 50) # Nyquist frequency limit\n", - "\n", - "plt.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "44a18627-7a87-4f67-b49d-c7844993e2f8", - "metadata": {}, - "source": [ - "Using the DeepDenoiser package from SeisBench provides powerful capabilities for enhancing seismic data by reducing noise and improving signal clarity. Here are some key takeaways based on the workflow and results we've explored:\n", - "\n", - "- **Effective Noise Reduction**\n", - "Key Benefit: The DeepDenoiser model effectively reduces noise in seismic data, particularly in environments where traditional filtering might struggle to isolate signal from complex noise patterns.\n", - "Result: After applying the denoiser, the seismic signal retains its essential features (e.g., P-waves, S-waves) while significantly reducing the background noise, as evidenced by the spectrogram comparison. This leads to a clearer signal that is easier to interpret and analyze.\n", - "\n", - "- **Preservation of Signal Integrity**\n", - "Key Benefit: The denoising process preserves the integrity of the original seismic signal, which is crucial for accurate analysis in seismology.\n", - "Result: The denoised signals showed minimal distortion, maintaining the original timing and amplitude characteristics. This makes the denoiser suitable for applications where the preservation of signal details is critical, such as in phase picking or earthquake localization.\n", - "\n", - "\n", - "- **Improvement in Signal-to-Noise Ratio (SNR)**\n", - "Key Benefit: The denoiser significantly improves the Signal-to-Noise Ratio (SNR), making it easier to identify and analyze seismic events.\n", - "Result: The calculated SNR for denoised signals was substantially higher compared to the original signals. This is particularly beneficial in scenarios with low-magnitude events or in noisy environments where the signal might otherwise be obscured." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "dbccac84-c6dc-468d-a541-26a6412cc8cd", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/content/welcome/about.md b/docs/content/welcome/about.md deleted file mode 100644 index f381f02..0000000 --- a/docs/content/welcome/about.md +++ /dev/null @@ -1,35 +0,0 @@ -# About GeoLab - -## Our Motivation -The nature of scientific discovery and collaboration is changing right in front of us, in ways that continue to astonish and inspire us. The ways in which research is conducted, data are collected, and results communicated to public and private stakeholders are rapidly evolving. Broadly, we see science trending away from isolated, privileged institutions to distributed networks of communities with individual members that move dynamically from one group to another. With GeoLab, we seek to leverage that new, contemporary structure to make geophysical science more transparent, productive, and repeatable. - -One of the key objectives of EarthScope's GeoLab is to demonstrate how cloud infrastructure and services can facilitate high-quality, repeatable geophysical research. We are acutely aware of the barriers that exist for individuals that may want to transition from the traditional ways of downloading and managing large amounts of data on their local workstations to a cloud-based workflow. The complexity of deploying and maintaining infrastructure, the uncertainty of cost-control measures, the unfamiliarity with commercial cloud services, and a general lack of awareness of community standards and knowledge all contribute to the hesitancy of adopting cloud technologies for your own research goals. - -Based on the welcoming, interconnected practices of open-science communities like [Pangeo](https://www.pangeo.io) that have pioneered data-intensive JupyterHub workflows in the cloud, we seek to overcome these barriers by building on existing open-source infrastructure and software to lower the barrier of entry for researchers looking to move their workflows into the cloud. - -## What is GeoLab? - -GeoLab is a JupyterHub operated by EarthScope Consortium deployed on Amazon Web Services (AWS) and managed by the [International Interactive Computing Collaboration (2i2c)](https://www.2i2c.org). - -GeoLab provides customizable, cloud-based compute environments to geophysical researchers and educators for data analysis and visualization. Creating identical compute environments is easy, ensuring that software versions are consistent from one user to another. Since GeoLab operates in the cloud, anyone with a reliable internet connection can use it. - -One of the primary benefits of GeoLab is that it runs adjacent to the NSF GAGE and SAGE [Data Repositories](https://www.earthscope.org/data/) in AWS (us-east2). This means that users can leverage low-latency, high-throughput access methods to analyze large volumes of data. - -GeoLab has been designed with analysis of geodetic and seismological data in mind, but it is not limited to these domains. Any research group looking to work with large, geophysical datasets or that would prefer not to maintain their own complicated compute environment could benefit from working in GeoLab. - -### Hub Management - -The GeoLab platform is built and maintained by [2i2c](https://2i2c.org), a non-profit organization that excels in using open-source tools to design and operate JupyterHubs for other institutions supporting research and education. An illustration of their community service model of bringing a community of users together into a shared compute instance focused on doing cutting-edge data science is shown below. - -With their [Right to Replicate](https://2i2c.org/right-to-replicate/) policy, 2i2c ensures that GeoLab remains flexible with respect to commercial cloud providers and avoids the potential for vendor lock-in. - -EarthScope and 2i2c work together to build resources that allow research and education communities to take advantage of cloud computing, data intensive processing without data transfer, repeatable analysis and more. - -![2i2c Service Model](../img/2i2c_service.png) - -### Help -GeoLab is a growing platform and community. We value your questions and feedback. - -Please reach us at data-help@earthscope.org if you need assistance. - -We welcome your thoughts on the future of GeoLab by filling out our [Community Feedback Form](geolab_feedback_form). \ No newline at end of file diff --git a/docs/content/welcome/citation.md b/docs/content/welcome/citation.md deleted file mode 100644 index d3cae8d..0000000 --- a/docs/content/welcome/citation.md +++ /dev/null @@ -1,7 +0,0 @@ -# Citations - -## How to cite GeoLab - -GeoLab is supported through NSF's SAGE and GAGE facilities: - -https://www.earthscope.org/how-to-cite/ \ No newline at end of file diff --git a/docs/content/welcome/geolab_AUP.md b/docs/content/welcome/geolab_AUP.md deleted file mode 100644 index 846c06b..0000000 --- a/docs/content/welcome/geolab_AUP.md +++ /dev/null @@ -1,59 +0,0 @@ -# GeoLab Acceptable Use Policy - -## Purpose - -The GeoLab JupyterHub environment provided by EarthScope is a **shared computing resource** intended to support **geophysical research, education, and collaboration**. This Acceptable Use Policy establishes guidelines for **ethical, respectful, and responsible** use of the system. - -## Acceptable Use and Resource Management - -- Users must use computational resources responsibly in order for EarthScope to ensure access for all. -- Large computations should be scheduled appropriately; long-running jobs may be subject to termination if they impact system performance. -- Idle sessions will be automatically terminated after a set period to free up resources. -- The following activities are **strictly prohibited**: - - Cryptocurrency mining or any resource-intensive non-research activities. - - Running unauthorized services or servers. - - Conducting denial-of-service (DoS) attacks or other malicious activities. - -## Data Security and Privacy - -- Users are responsible for the security of their data and should not store personally identifiable information or sensitive proprietary data unless explicitly authorized. -- EarthScope does not guarantee data backups; users are encouraged to maintain their own copies of important work. -- Users should respect the privacy of others and not access, modify, or share data without explicit permission. - -## Software and Package Management - -- The installation of additional packages is allowed but should be done within user-specific environments to prevent disruptions. -- Users should avoid installing unverified or insecure software that could compromise the integrity of the system. -- Software dependencies should be managed responsibly to maintain compatibility with the provided environment. - -## Account and Access Policies - -- Access is granted based on institutional affiliation or approval by EarthScope administrators. -- Users must not share their credentials or attempt to access another user's account. -- Accounts may be suspended or revoked due to prolonged inactivity, policy violations, or security concerns. - -## Responsible Collaboration and Conduct - -- All users must adhere to the [EarthScope Code of Conduct](geolab_CoC.md), ensuring respectful communication. -- When working in shared notebooks, users should: - - Clearly attribute code and data sources. - - Maintain readability and documentation for collaborative work. - - Avoid modifying or deleting others' work without discussion. - -## Incident Response & Reporting Violations - -- Users should immediately report suspected security breaches, unauthorized access, or system misuse to the designated EarthScope GeoLab administrator. -- Violations of this Use Policy may result in: - - A warning for minor infractions. - - Temporary suspension of access for repeated or serious violations. - - Permanent revocation of access for severe offenses. - -Reports can be made to EarthScope administrators via email: geolab@earthscope.org (geolab_admin?) - -## Updates & Amendments - -This Acceptable Use Policy may be revised periodically to reflect changes in policy, technology, or community needs. Users are expected to review and adhere to the latest version. - -## Acknowledgement - -By using the GeoLab JupyterHub environment, you acknowledge that you have read and agree to comply with this Acceptable Use Policy. \ No newline at end of file diff --git a/docs/content/welcome/geolab_CoC.md b/docs/content/welcome/geolab_CoC.md deleted file mode 100644 index b61332a..0000000 --- a/docs/content/welcome/geolab_CoC.md +++ /dev/null @@ -1,89 +0,0 @@ -# EarthScope Code of Conduct - -*This Code of Conduct applies to all EarthScope-supported internships, virtual and in-person technical short courses, workshops, and educational programs.* - -## Purpose - -The EarthScope Consortium is committed to fostering a safe, productive, and welcoming environment for all participants. This Code of Conduct Addendum establishes expectations for professional, respectful, and academically honest behavior across all EarthScope-supported programming, whether online or in-person. This includes but is not limited to internships, field experiences, workshops, webinars, short courses, receptions, and Slack or other online communities. - -## General Expectations - -- Participants must adhere to the EarthScope Consortium Code of Conduct. -- All EarthScope activities, regardless of delivery mode, are considered professional learning environments. -- Respectful and courteous communication is expected at all times. -- Participants must refrain from disruptive, offensive, or inappropriate behavior. -- Professionalism is expected in all forms of interaction, whether verbal, written, or digital. - -## Interactions with Instructors and Staff - -- Communications must be polite, constructive, and professional. -- Slang, profanity, threats, or disrespectful language are prohibited. -- Participants must use appropriate screen names, email addresses, and profile pictures. Instructors reserve the right to determine appropriateness and require updates to user profiles. - -## Interactions with Participants - -- All communications should be course-related or program-relevant. -- Participants are encouraged to support one another constructively through shared challenges and questions, particularly in collaborative environments like Slack. -- Unsolicited or non-relevant messaging to peers is prohibited. -- Participants must engage respectfully, avoiding profanity, threats, or offensive content. - -## Use of Educational Tools and Online Platforms - -### Slack and Communication Tools - -- All communications and files shared in EarthScope-owned platforms (e.g., Slack, Google Classroom) are considered open records and may be inspected by EarthScope staff. -- This includes all channels of communication, including direct messages between participants. - -### Moodle and Learning Platforms - -- Sharing login credentials or accessing another participant's account is prohibited. -- All activites must comply with each platform's terms of service. - -## Copyright and Intellectual Property - -- All EarthScope workshop materials are copyrighted. -- Reproduction, distribution, or transmission without explicit written permission is strictly prohibited. -- Posting content or assignment answers online (e.g., Course Hero) is a violation. -- Accessing or using another participant's work constitutes academic dishonesty. - -## Academic Integrity and Honesty - -Academic dishonesty applies to all assignments submitted for evaluation, whether online, electronic, or in-person, including those completed in Moodle or other learning environments. Academic dishonesty includes, but is not limited to: -- Cheating – Using unauthorized materials or providing/receiving unauthorized assistance. -- Plagiarism – Presenting another’s work or ideas as your own. -- Fabrication – Falsifying data, citations, or information. -- Unauthorized Collaboration – Working with others without instructor permission. -- Misrepresentation – Misleading others about your work or credentials. -- Gaining an Unfair Advantage – Accessing resources or information unavailable to others or interfering with another participant's work. - -Participants may not use or view another participant’s current or prior work, including accessing another student’s account or submitted assignments. - -Participants are responsible for understanding these policies and should consult instructors if unsure. - -## Unacceptable Behavior - -EarthScope does not tolerate: -- Harassment, discrimination, or intimidation in any form. -- Sexist, racist, homophobic, transphobic, or exclusionary jokes. -- Physical or verbal abuse. -- Inappropriate use of nudity, sexual imagery, or offensive language. -- Threatening, stalking, or otherwise endangering other participants. -- Disrespectful conduct in digital spaces (Slack, email, social media, etc.). - -## Consequences and Disciplinary Action - -Violations of this Code of Conduct may result in: -- Immediate request to cease inappropriate behavior. -- Formal warnings. -- Temporary suspension from activities. -- Expulsion from the program. -- Termination of agreements or future participation restrictions. -- EarthScope instructors or staff will investigate reports of violations. The severity and frequency of violations will inform the disciplinary response. - -## Updates & Amendments - -EarthScope reserves the right to update this Code of Conduct to reflect evolving best practices. Participants are responsible for reviewing and adhering to the latest version. - -## Acknowledgement - -By participating in any EarthScope-hosted or affiliated activity, you acknowledge that you have read, understood, and agreed to comply with this Code of Conduct. \ No newline at end of file diff --git a/docs/content/welcome/glossary.md b/docs/content/welcome/glossary.md deleted file mode 100644 index 4dd5e44..0000000 --- a/docs/content/welcome/glossary.md +++ /dev/null @@ -1,53 +0,0 @@ -# Glossary of Cloud Computing Terms - -**[bucket](https://cloudian.com/blog/object-storage-care/)** -In this context, the term "bucket" is used to denote any general cloud-based object storage system. A bucket usually has a "policy" that determines who can access the bucket, and what actions you can perform (list, read, copy, etc) on the bucket and its contents. Buckets have many features that make them distinct from file-based / directory storage system. - -**[binder](https://mybinder.org)** -A free service for deploying reproducible compute environments. - -**[conda](https://docs.conda.io)** -A package and environment management system that can be used for any software language, including Python, R, Java, JavaScript, FORTRAN, etc - -**container** - -**CPU** - -**Dask** - -**[Docker](https://www.docker.com)** -Docker is a widely used platform that allows developers to package applications and their dependencies together into portable, isolated packages called containers. - -**[EFS](https://docs.aws.amazon.com/efs/latest/ug/whatisefs.html)** -The Amazon Elastic File Storage (EFS) is an AWS service that offers scalable, durable file storage. This is the default storage type associated with everyone's home directory in GeoLab. - -**ephemeral** - - -**[git](https://git-scm.com)** -A widely used version control system used by many open-source projects to manage and share their code base. See [Using Git](../navigate_geolab/using_git.md). - -**[GitHub](https://github.com)** -A web-based platform that enables software developers to remotely collaborate on software development using the git command line tool. GitHub is a huge resource for open-source collaboration where users can store, manage, and contribute to not only their own projects, but any public-facing project on the platform. See [Using Git](../navigate_geolab/using_git.md) - -**GPU** - -**instance** - -**image** - -**[Jupyter Book](https://jupyterbook.org/intro.html)** -Jupyter Book is a command-line tool that allows users to create publication-quality PDFs or web-based interactive books from Markdown documents and Jupyter Notebooks. - -**[Jupyter Notebook](https://jupyter-notebook-beginner-guide.readthedocs.io/en/latest/what_is_jupyter.html)** -A Jupyter Notebook is a human-readable document that allows users to create and share reproducible workflows. The notebook may contain some combination of code (typically Python), equations, images, or narrative text that illustrate the data processing steps that were taken. - -**[JupyterHub](https://jupyterhub.readthedocs.io)** -Developed by the open-source Jupyter community, JupyterHub allows you to deploy an application that provides remote data science environments to different users. - -**kernel** - -**[S3](https://aws.amazon.com/s3/)** -The Amazon Simple Storage Service (S3) is the AWS version of object storage we most commonly use. Usually a more cost-effective option than EFS. - -**server** \ No newline at end of file diff --git a/docs/content/welcome/mission.md b/docs/content/welcome/mission.md deleted file mode 100644 index 5adb1eb..0000000 --- a/docs/content/welcome/mission.md +++ /dev/null @@ -1,19 +0,0 @@ -# Mission -EarthScope Consortium is dedicated to supporting transformative global geophysical research and education. - -## Who we are -EarthScope Consortium is a global community of hundreds of employees and tens of thousands of scientists, scholars, and educators. Our goal is to advance human understanding of the Earth and its physical systems by democratizing access to geophysical observations and practices. In 2023 EarthScope Consortium was formed from the merger of IRIS and UNAVCO, which were both formed over 35 years ago with the largely the same mission. - -EarthScope Consortium continues operation of the [NSF GAGE and SAGE Facilities](https://www.earthscope.org/about/gage-sage-facilities/) previously operated by UNAVCO and IRIS. - -## Core organizational values -EarthScope’s core values are built upon a foundation of scientific and professional integrity. In order to accomplish our mission of research and education, as a community and science support organization, we value: - -- Advancement of community science goals and their relevance to society -- Excellence, innovation, and cooperation in science, technology, education, and service -- Open access to data products and scientific discourse -- Data preservation and stewardship for future science and society -- Transparent community governance -- Cultivation of diverse scientific and educational perspectives -- Efficient and effective use of resources, and -- Strong service ethic and a “can do” attitude diff --git a/docs/intro.md b/docs/intro.md deleted file mode 100644 index d97ab19..0000000 --- a/docs/intro.md +++ /dev/null @@ -1,17 +0,0 @@ -# Welcome to GeoLab by EarthScope Consortium! - -```{Note} -This [JupyterBook](https://jupyterbook.org/en/stable/intro.html) is in development as we launch the GeoLab project. -``` - -GeoLab is a JupyterHub built for the global communities of geophysical researchers, educators, and engineers that are supported by the NSF GAGE/SAGE facilities. In parnership with the International Interactive Computing Collaboration [2i2c](https://2i2c.org/), GeoLab aims to establish an interactive cloud-computing platform to develop community domain knowledge and expertise in open-source and cloud-based projects. - -This JupyterBook is meant to provide basic information about account registration, best practices while using the hub, and some simple tutorials to get you started. - -Learn more about GeoLab, hosted by EarthScope, by visiting [this link](https://www.earthscope.org/data/geolab/) or by contacting us at: data-help (at) earthscope.org - -```{admonition} Quick links -:class: seealso -* GeoLab JupyterHub: {{ jupyterhub_url }} -* GitHub Repository: {{ geolab_github_url }} -``` \ No newline at end of file diff --git a/docs/references.bib b/docs/references.bib deleted file mode 100644 index 783ec6a..0000000 --- a/docs/references.bib +++ /dev/null @@ -1,56 +0,0 @@ ---- ---- - -@inproceedings{holdgraf_evidence_2014, - address = {Brisbane, Australia, Australia}, - title = {Evidence for {Predictive} {Coding} in {Human} {Auditory} {Cortex}}, - booktitle = {International {Conference} on {Cognitive} {Neuroscience}}, - publisher = {Frontiers in Neuroscience}, - author = {Holdgraf, Christopher Ramsay and de Heer, Wendy and Pasley, Brian N. and Knight, Robert T.}, - year = {2014} -} - -@article{holdgraf_rapid_2016, - title = {Rapid tuning shifts in human auditory cortex enhance speech intelligibility}, - volume = {7}, - issn = {2041-1723}, - url = {http://www.nature.com/doifinder/10.1038/ncomms13654}, - doi = {10.1038/ncomms13654}, - number = {May}, - journal = {Nature Communications}, - author = {Holdgraf, Christopher Ramsay and de Heer, Wendy and Pasley, Brian N. and Rieger, Jochem W. and Crone, Nathan and Lin, Jack J. and Knight, Robert T. and Theunissen, Frédéric E.}, - year = {2016}, - pages = {13654}, - file = {Holdgraf et al. - 2016 - Rapid tuning shifts in human auditory cortex enhance speech intelligibility.pdf:C\:\\Users\\chold\\Zotero\\storage\\MDQP3JWE\\Holdgraf et al. - 2016 - Rapid tuning shifts in human auditory cortex enhance speech intelligibility.pdf:application/pdf} -} - -@inproceedings{holdgraf_portable_2017, - title = {Portable learning environments for hands-on computational instruction using container-and cloud-based technology to teach data science}, - volume = {Part F1287}, - isbn = {978-1-4503-5272-7}, - doi = {10.1145/3093338.3093370}, - abstract = {© 2017 ACM. There is an increasing interest in learning outside of the traditional classroom setting. This is especially true for topics covering computational tools and data science, as both are challenging to incorporate in the standard curriculum. These atypical learning environments offer new opportunities for teaching, particularly when it comes to combining conceptual knowledge with hands-on experience/expertise with methods and skills. Advances in cloud computing and containerized environments provide an attractive opportunity to improve the effciency and ease with which students can learn. This manuscript details recent advances towards using commonly-Available cloud computing services and advanced cyberinfrastructure support for improving the learning experience in bootcamp-style events. We cover the benets (and challenges) of using a server hosted remotely instead of relying on student laptops, discuss the technology that was used in order to make this possible, and give suggestions for how others could implement and improve upon this model for pedagogy and reproducibility.}, - booktitle = {{ACM} {International} {Conference} {Proceeding} {Series}}, - author = {Holdgraf, Christopher Ramsay and Culich, A. and Rokem, A. and Deniz, F. and Alegro, M. and Ushizima, D.}, - year = {2017}, - keywords = {Teaching, Bootcamps, Cloud computing, Data science, Docker, Pedagogy} -} - -@article{holdgraf_encoding_2017, - title = {Encoding and decoding models in cognitive electrophysiology}, - volume = {11}, - issn = {16625137}, - doi = {10.3389/fnsys.2017.00061}, - abstract = {© 2017 Holdgraf, Rieger, Micheli, Martin, Knight and Theunissen. Cognitive neuroscience has seen rapid growth in the size and complexity of data recorded from the human brain as well as in the computational tools available to analyze this data. This data explosion has resulted in an increased use of multivariate, model-based methods for asking neuroscience questions, allowing scientists to investigate multiple hypotheses with a single dataset, to use complex, time-varying stimuli, and to study the human brain under more naturalistic conditions. These tools come in the form of “Encoding” models, in which stimulus features are used to model brain activity, and “Decoding” models, in which neural features are used to generated a stimulus output. Here we review the current state of encoding and decoding models in cognitive electrophysiology and provide a practical guide toward conducting experiments and analyses in this emerging field. Our examples focus on using linear models in the study of human language and audition. We show how to calculate auditory receptive fields from natural sounds as well as how to decode neural recordings to predict speech. The paper aims to be a useful tutorial to these approaches, and a practical introduction to using machine learning and applied statistics to build models of neural activity. The data analytic approaches we discuss may also be applied to other sensory modalities, motor systems, and cognitive systems, and we cover some examples in these areas. In addition, a collection of Jupyter notebooks is publicly available as a complement to the material covered in this paper, providing code examples and tutorials for predictive modeling in python. The aimis to provide a practical understanding of predictivemodeling of human brain data and to propose best-practices in conducting these analyses.}, - journal = {Frontiers in Systems Neuroscience}, - author = {Holdgraf, Christopher Ramsay and Rieger, J.W. and Micheli, C. and Martin, S. and Knight, R.T. and Theunissen, F.E.}, - year = {2017}, - keywords = {Decoding models, Encoding models, Electrocorticography (ECoG), Electrophysiology/evoked potentials, Machine learning applied to neuroscience, Natural stimuli, Predictive modeling, Tutorials} -} - -@book{ruby, - title = {The Ruby Programming Language}, - author = {Flanagan, David and Matsumoto, Yukihiro}, - year = {2008}, - publisher = {O'Reilly Media} -} diff --git a/docs/requirements.txt b/docs/requirements.txt deleted file mode 100644 index aabfd4c..0000000 --- a/docs/requirements.txt +++ /dev/null @@ -1,4 +0,0 @@ -jupyter-book<2.0.0 -matplotlib -numpy -sphinx == 6.2.1 \ No newline at end of file