feat: trocando credenciais do dagshub #18
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| 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: 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}} |