Update 6

.github/workflows/requirements_pytest.txt

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+alembic==1.13.1
+aniso8601==9.0.1
+annotated-types==0.6.0
+anyio==4.3.0
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+asttokens==2.4.1
+attrs==23.2.0
+blinker==1.7.0
+certifi==2024.2.2
+cffi==1.16.0
+charset-normalizer==3.3.2
+click==8.1.7
+cloudpickle==3.0.0
+comm==0.2.2
+contourpy==1.2.0
+cryptography==42.0.5
+cycler==0.12.1
+debugpy==1.8.1
+decorator==5.1.1
+docker==7.0.0
+entrypoints==0.4
+et-xmlfile==1.1.0
+exceptiongroup==1.2.0
+executing==2.0.1
+fastapi==0.110.0
+Flask==3.0.2
+fonttools==4.50.0
+gitdb==4.0.11
+GitPython==3.1.42
+graphene==3.3
+graphql-core==3.2.3
+graphql-relay==3.2.0
+greenlet==3.0.3
+gunicorn==21.2.0
+h11==0.14.0
+httpcore==1.0.4
+httpx==0.27.0
+idna==3.6
+importlib_metadata==7.0.2
+iniconfig==2.0.0
+ipykernel==6.29.3
+ipython==8.22.2
+itsdangerous==2.1.2
+jedi==0.19.1
+Jinja2==3.1.3
+joblib==1.3.2
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+#jwt==1.3.1
+kiwisolver==1.4.5
+Mako==1.3.2
+Markdown==3.6
+MarkupSafe==2.1.5
+matplotlib==3.8.3
+matplotlib-inline==0.1.6
+mlflow==2.11.1
+nest-asyncio==1.6.0
+numpy==1.26.4
+openpyxl==3.1.2
+outcome==1.3.0.post0
+packaging==23.2
+pandas==2.2.1
+parso==0.8.3
+passlib==1.7.4
+pexpect==4.9.0
+pillow==10.2.0
+platformdirs==4.2.0
+pluggy==1.4.0
+prompt-toolkit==3.0.43
+protobuf==4.25.3
+psutil==5.9.8
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==15.0.1
+pycparser==2.21
+pydantic==2.6.4
+pydantic_core==2.16.3
+Pygments==2.17.2
+PyJWT==2.8.0
+pyparsing==3.1.2
+PySocks==1.7.1
+pytest==8.1.1
+python-dateutil==2.9.0.post0
+python-multipart==0.0.9
+pytz==2024.1
+PyYAML==6.0.1
+pyzmq==25.1.2
+querystring-parser==1.2.4
+requests==2.31.0
+scikit-learn==1.4.1.post1
+scipy==1.12.0
+seaborn==0.13.2
+selenium==4.18.1
+six==1.16.0
+smmap==5.0.1
+sniffio==1.3.1
+sortedcontainers==2.4.0
+SQLAlchemy==2.0.28
+sqlparse==0.4.4
+stack-data==0.6.3
+starlette==0.36.3
+threadpoolctl==3.3.0
+tomli==2.0.1
+tornado==6.4
+traitlets==5.14.2
+trio==0.25.0
+trio-websocket==0.11.1
+typing_extensions==4.10.0
+tzdata==2024.1
+urllib3==2.2.1
+wcwidth==0.2.13
+Werkzeug==3.0.1
+wsproto==1.2.0
+zipp==3.18.1

.github/workflows/unit_test.yml

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+# This workflow will run tests :
+    # Container tests (streamlit & API)
+    # API tests (unit tests)
+    # Data pipeline tests (unit tests)
+
+name: Python application
+
+on:
+  push:
+    branches: ["prod_version"]
+  pull_request:
+    branches: ["prod_version"]
+  schedule:
+    - cron: '30 20 * * 5' # Friday 20:30
+
+permissions:
+  contents: read
+
+jobs:
+  container_tests:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Create common network
+      run: docker network create common_network    
+
+    - name: Build API image
+      uses: docker/build-push-action@v2
+      with:
+        context: ./src/api
+        file: ./src/api/Dockerfile.api
+        push: false
+        tags: paris_sportifs_api:latest
+
+    - name: Start API container
+      run: |
+        cd ./src/api
+        docker-compose -f docker-compose_api.yaml up -d
+        cd ../../
+        sleep 15
+
+
+    - name: Build Streamlit image
+      uses: docker/build-push-action@v2
+      with:
+        context: ./src/streamlit
+        file: ./src/streamlit/Dockerfile.streamlit
+        push: false
+        tags: paris_sportifs_streamlit:latest
+
+    - name: Start Streamlit container
+      run: |
+        cd ./src/streamlit
+        docker-compose -f docker-compose_streamlit.yaml up -d
+        cd ../../
+        sleep 15
+
+
+
+  data_ml_functions_tests:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Set up Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.10.12
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r ./.github/workflows/requirements_pytest.txt
+
+    - name: Run tests
+      run: |
+        cd ./src/data_ml_functions
+        pytest unit_test.py
+
+
+  api_tests:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Set up Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.10.12
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r ./.github/workflows/requirements_pytest.txt
+
+    - name: Run tests
+      run: |
+        cd ./src/api
+        pytest unit_test.py
+