CI/CD #13
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| name: CI/CD Pipeline | |
| on: | |
| push: | |
| branches: | |
| - main | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout Code | |
| uses: actions/checkout@v2 | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.8' | |
| - name: Install Dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| pip install -r dev-requirements.txt | |
| pip install "black[jupyter]" # Install Jupyter support for Black | |
| - name: Run Black | |
| run: | | |
| black . --exclude "\.ipynb$" # Skip Jupyter notebook files | |
| - name: Run isort | |
| run: | | |
| isort --check-only . | |
| - name: Run Pylint | |
| run: | | |
| pylint src tests | |
| - name: Run Unit Tests | |
| run: | | |
| pytest --cov=src tests/ | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v1 | |
| - name: Build and Push Docker Image | |
| uses: docker/build-push-action@v2 | |
| with: | |
| context: . | |
| file: deployment/Dockerfile # Use the correct path to Dockerfile | |
| tags: user/repository:latest | |
| push: true | |
| deploy: | |
| needs: build | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Deploy to Kubernetes | |
| uses: azure/k8s-deploy@v1 | |
| with: | |
| manifests: | | |
| deployment/kubernetes/deployment.yml | |
| deployment/kubernetes/service.yml |