Delete session2/ml-app/pyvenv.cfg #9
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| name: CI/CD Pipeline | |
| on: | |
| push: | |
| branches: [ main, develop ] | |
| pull_request: | |
| branches: [ main ] | |
| jobs: | |
| test: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: ["3.9", "3.10"] | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| cd session2/ml-app | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| - name: Run tests with pytest | |
| run: | | |
| cd session2/ml-app | |
| python -m pytest tests/ -v | |
| train-model: | |
| runs-on: ubuntu-latest | |
| needs: test | |
| if: github.ref == 'refs/heads/main' | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10' | |
| - name: Install dependencies | |
| run: | | |
| cd session2/ml-app | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| - name: Train model | |
| run: | | |
| cd session2/ml-app | |
| python src/train.py | |
| - name: Upload trained model | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: trained-model | |
| path: session2/ml-app/models/ | |
| retention-days: 7 | |
| - name: Upload evaluation plots | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: evaluation-plots | |
| path: session2/ml-app/*.png | |
| retention-days: 7 | |
| deploy-docs: | |
| runs-on: ubuntu-latest | |
| needs: train-model | |
| if: github.ref == 'refs/heads/main' | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Deploy documentation | |
| run: | | |
| echo "Documentation would be deployed here" | |
| echo "ML App is located in: session2/ml-app/" | |
| echo "Project structure is ready for deployment" |