Action executed by mionaD-upc - Backend CI/CD #18
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Backend model CI/CD | |
| run-name: Action executed by ${{ github.actor }} - Backend CI/CD | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| branches: | |
| - main | |
| jobs: | |
| ci_build_and_test: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Environment setup # Set up with a specific version of Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| cache: pip | |
| - name: Cache # Cache dependencies | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }} | |
| restore-keys: ${{ runner.os }}-pip- | |
| - name: Create .env file | |
| run: | | |
| echo "MLFLOW_TRACKING_URI=${{ secrets.MLFLOW_TRACKING_URI }}" >> .env | |
| echo "MLFLOW_TRACKING_USERNAME=${{ secrets.MLFLOW_TRACKING_USERNAME }}" >> .env | |
| echo "MLFLOW_TRACKING_PASSWORD=${{ secrets.MLFLOW_TRACKING_PASSWORD }}" >> .env | |
| - name: Install packages # Install dependencies needed for tests (not for whole project) | |
| run: pip install pytest mlflow python-dotenv fastapi httpx torch torchvision pydantic python-multipart dvc | |
| - name: Pull model | |
| run: | | |
| dvc remote modify origin --local auth basic | |
| dvc remote modify origin --local user ${{ secrets.DAGSHUB_USERNAME }} | |
| dvc remote modify origin --local password ${{ secrets.DAGSHUB_TOKEN }} | |
| dvc pull -r origin models/trained_model.pt | |
| - name: Run tests | |
| run: | | |
| pytest tests/test_mlflow.py | |
| pytest tests/test_train_model.py | |
| pytest tests/test_api.py | |
| continue-on-error: false | |
| cd_push_to_dockerhub: | |
| needs: ci_build_and_test | |
| runs-on: ubuntu-latest | |
| if: success() | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Environment setup # Set up with a specific version of Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| cache: pip | |
| - name: Cache # Cache dependencies | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }} | |
| restore-keys: ${{ runner.os }}-pip- | |
| - name: Install packages # Install dependencies | |
| run: pip install dvc docker | |
| - name: Pull model | |
| run: | | |
| dvc remote modify origin --local auth basic | |
| dvc remote modify origin --local user ${{ secrets.DAGSHUB_USERNAME }} | |
| dvc remote modify origin --local password ${{ secrets.DAGSHUB_TOKEN }} | |
| dvc pull -r origin models/trained_model.pt | |
| - name: Docker login | |
| run: docker login -u ${{ secrets.DOCKER_USER }} -p ${{ secrets.DOCKER_PASSWORD }} | |
| - name: Build | |
| run: docker build -f Dockerfile-backend.txt . -t app-beans-backend-github-actions | |
| - name: Tags | |
| run: | | |
| docker tag app-beans-backend-github-actions ${{ secrets.DOCKER_USER }}/app-beans-backend-github-actions:${{ github.sha }} | |
| docker tag app-beans-backend-github-actions ${{ secrets.DOCKER_USER }}/app-beans-backend-github-actions:latest | |
| - name: Push | |
| run: | | |
| docker push ${{ secrets.DOCKER_USER }}/app-beans-backend-github-actions:${{ github.sha }} | |
| docker push ${{ secrets.DOCKER_USER }}/app-beans-backend-github-actions:latest |