doc: sumario #27
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: Train Pipeline | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| branches: | |
| - layers | |
| - config-train | |
| workflow_dispatch: | |
| # Allows external webhook trigger | |
| repository_dispatch: | |
| types: | |
| - webhook | |
| jobs: | |
| test_train: | |
| name: Test train | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout Repository | |
| uses: actions/checkout@v2 | |
| with: | |
| fetch-depth: 1 | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.9 | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| - name: Set Environment Variables | |
| run: | | |
| echo "MLFLOW_TRACKING_URI=${{ secrets.MLFLOW_TRACKING_URI }}" >> $GITHUB_ENV | |
| echo "MLFLOW_TRACKING_USERNAME=${{ secrets.MLFLOW_TRACKING_USERNAME }}" >> $GITHUB_ENV | |
| echo "MLFLOW_TRACKING_PASSWORD=${{ secrets.MLFLOW_TRACKING_PASSWORD }}" >> $GITHUB_ENV | |
| echo "MLFLOW_TRACKING_MODEL=${{ secrets.MLFLOW_TRACKING_MODEL }}" >> $GITHUB_ENV | |
| - name: Test files | |
| run: pytest src/test_train.py | |
| check_python_code_style: | |
| name: Check Python code style | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout Repository | |
| uses: actions/checkout@v2 | |
| with: | |
| fetch-depth: 1 | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.9 | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| - name: Validate Python Code Style | |
| run: pycodestyle . | |
| train_pipeline: | |
| name: Train pipeline | |
| runs-on: ubuntu-latest | |
| needs: [test_train] | |
| steps: | |
| - name: Checkout Repository | |
| uses: actions/checkout@v2 | |
| with: | |
| fetch-depth: 1 | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.9 | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
| - name: Set Environment Variables | |
| run: | | |
| echo "MLFLOW_TRACKING_URI=${{ secrets.MLFLOW_TRACKING_URI }}" >> $GITHUB_ENV | |
| echo "MLFLOW_TRACKING_MODEL=${{ secrets.MLFLOW_TRACKING_MODEL }}" >> $GITHUB_ENV | |
| - name: Train Model | |
| run: python src/train.py | |
| build_image: | |
| name: Build image | |
| runs-on: ubuntu-latest | |
| needs: [train_pipeline] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Docker Login | |
| run: docker login -u ${{secrets.DOCKER_USER}} -p ${{secrets.DOCKER_PASSWORD}} | |
| - name: Build the Docker image | |
| run: docker build . --file Dockerfile --tag ${{secrets.DOCKER_USER}}/${{secrets.DOCKER_IMAGE_NAME}} | |
| - name: Docker Push | |
| run: docker push ${{secrets.DOCKER_USER}}/${{secrets.DOCKER_IMAGE_NAME}} |