Add or update the Azure App Service build and deployment workflow config #1
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| # Docs for the Azure Web Apps Deploy action: https://github.com/Azure/webapps-deploy | |
| # More GitHub Actions for Azure: https://github.com/Azure/actions | |
| # More info on Python, GitHub Actions, and Azure App Service: https://aka.ms/python-webapps-actions | |
| name: Build and deploy Python app to Azure Web App - Prediction | |
| on: | |
| push: | |
| branches: | |
| - model-deploy | |
| workflow_dispatch: | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python version | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10' | |
| - name: Create and start virtual environment | |
| run: | | |
| python -m venv venv | |
| source venv/bin/activate | |
| - name: Install dependencies | |
| run: pip install -r requirements.txt | |
| # Optional: Add step to run tests here (PyTest, Django test suites, etc.) | |
| - name: Zip artifact for deployment | |
| run: zip release.zip ./* -r | |
| - name: Upload artifact for deployment jobs | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: python-app | |
| path: | | |
| release.zip | |
| !venv/ | |
| deploy: | |
| runs-on: ubuntu-latest | |
| needs: build | |
| environment: | |
| name: 'Production' | |
| url: ${{ steps.deploy-to-webapp.outputs.webapp-url }} | |
| permissions: | |
| id-token: write #This is required for requesting the JWT | |
| steps: | |
| - name: Download artifact from build job | |
| uses: actions/download-artifact@v4 | |
| with: | |
| name: python-app | |
| - name: Unzip artifact for deployment | |
| run: unzip release.zip | |
| - name: Login to Azure | |
| uses: azure/login@v2 | |
| with: | |
| client-id: ${{ secrets.AZUREAPPSERVICE_CLIENTID_5746EB2E685C47D9881DB28CA9EABAAA }} | |
| tenant-id: ${{ secrets.AZUREAPPSERVICE_TENANTID_20DE2C0AD6F043A6B1FC50E4E219136E }} | |
| subscription-id: ${{ secrets.AZUREAPPSERVICE_SUBSCRIPTIONID_4F2E3D95D1DC445E87BE99AE8865B1FB }} | |
| - name: 'Deploy to Azure Web App' | |
| uses: azure/webapps-deploy@v3 | |
| id: deploy-to-webapp | |
| with: | |
| app-name: 'Prediction' | |
| slot-name: 'Production' | |