Network analysis

.github/workflows/update_module_data.yml

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+# This workflow updates the data in module_data.py once a week.
+# It can also be run manually if significant changes to metadata have been made.
+
+name: Update metadata from education_modules repository
+
+on:
+  schedule:
+    - cron: '17 3 * * 0'
+
+  workflow_dispatch:
+
+jobs:
+  check_for_changes:
+    name: Check if the module_data has changed
+    runs-on: ubuntu-latest
+    outputs:
+      changes: ${{ steps.check_if_changed.outputs.changes }}
+    steps:
+      - name: Compare module_data files
+        id: check_if_changed
+        run: |
+          wget https://raw.githubusercontent.com/arcus/education_modules/metadata_workflow/assets/metadata/module_data.json -O education_modules_file.json
+
+          wget https://raw.githubusercontent.com/arcus/module_discovery/main/assets/education_modules.json -O module_discovery_file.json
+
+          changes=$(diff education_modules_file.json module_discovery_file.json | wc -l)
+
+          echo "changes=$changes" >> "$GITHUB_OUTPUT"
+
+          echo $changes
+
+
+
+  update_module_data:
+    name: Update module_data.json
+    runs-on: ubuntu-latest
+    needs: check_for_changes
+    if: needs.check_for_changes.outputs.changes != 0 
+    steps:
+      - uses: actions/checkout@v3  
+      - name: Download module_data.json from education_modules
+        run: | 
+          wget https://raw.githubusercontent.com/arcus/education_modules/metadata_workflow/assets/metadata/module_data.json -O assets/education_modules.json
+          wc assets/education_modules.json
+      - name: Commit 
+        run: |
+          git status
+
+          git config --local user.name actions-user
+
+          git config --local user.email "[email protected]" 
+
+          git fetch
+
+          git add assets/education_modules.json
+
+          git commit -am "update metadata records" 
+
+          git push origin main

.gitignore

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+.DS_Store
+*/.DS_Store
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+**/.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# History files
+.Rhistory
+.Rapp.history
+
+# Session Data files
+.RData
+
+# User-specific files
+.Ruserdata
+
+# Example code in package build process
+*-Ex.R
+
+# Output files from R CMD build
+/*.tar.gz
+
+# Output files from R CMD check
+/*.Rcheck/
+
+# RStudio files
+.Rproj.user/
+
+# produced vignettes
+vignettes/*.html
+vignettes/*.pdf
+
+# OAuth2 token, see https://github.com/hadley/httr/releases/tag/v0.3
+.httr-oauth
+
+# knitr and R markdown default cache directories
+*_cache/
+/cache/
+
+# Temporary files created by R markdown
+*.utf8.md
+*.knit.md
+
+# R Environment Variables
+.Renviron
+
+# pkgdown site
+docs/
+
+# translation temp files
+po/*~
+© 2021 GitHub, Inc.
+Terms
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Dockerfile

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+FROM python:3.9-slim-buster
+
+ENV DASH_DEBUG_MODE False
+COPY . /app
+WORKDIR /app
+COPY requirements.txt /
+RUN pip install --upgrade pip
+RUN pip install -r requirements.txt
+EXPOSE 8050
+CMD gunicorn -b 0.0.0.0:8050 --reload app:server