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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 | |
| name: Build and Deploy Flask ML API to Azure Container Instances | |
| on: | |
| push: | |
| branches: | |
| - main | |
| paths: | |
| - 'api/api.py' | |
| workflow_dispatch: | |
| jobs: | |
| build-and-push: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v2 | |
| # Set up Python environment and install dependencies | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.11' | |
| - name: Cache Python dependencies | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }} | |
| restore-keys: | | |
| ${{ runner.os }}-pip- | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| # Build and push the Docker image | |
| - name: Az CLI Login | |
| uses: docker/login-action@v2 | |
| with: | |
| registry: flaskapi123.azurecr.io | |
| username: ${{ secrets.ACR_USERNAME }} | |
| password: ${{ secrets.ACR_PASSWORD }} | |
| - name: Build and push Docker image to ACR | |
| uses: docker/build-push-action@v3 | |
| with: | |
| push: true | |
| tags: flaskapi123.azurecr.io/my-flask-api:${{ github.sha }} | |
| deploy-to-aci: | |
| runs-on: ubuntu-latest | |
| needs: build-and-push | |
| steps: | |
| - name: Azure Login | |
| uses: azure/login@v1 | |
| with: | |
| creds: ${{ secrets.AZURE_CREDENTIALS }} | |
| slot-name: 'production' | |
| - name: Deploy to Azure Container Instances | |
| run: | | |
| az container create \ | |
| --resource-group Flask-api \ | |
| --name flaskapi123 \ | |
| --image flaskapi123.azurecr.io/my-flask-api:${{ github.sha }} \ | |
| --ports 5000 \ | |
| --registry-login-server flaskapi123.azurecr.io \ | |
| --registry-username ${{ secrets.ACR_USERNAME }} \ | |
| --registry-password ${{ secrets.ACR_PASSWORD }} | |