Generate Predictions #364
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| name: Generate Predictions | |
| on: | |
| workflow_run: | |
| workflows: ["Clean Data"] # Name of the workflow to wait for | |
| types: | |
| - completed # Trigger only when the workflow completes | |
| workflow_dispatch: | |
| jobs: | |
| run_python_notebooks: | |
| runs-on: ubuntu-latest | |
| steps: | |
| # Step 1: Checkout repository again in this job | |
| - name: Checkout repository | |
| uses: actions/checkout@v3 | |
| # Step 2: Cache pip dependencies | |
| - name: Cache pip dependencies | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-pip-${{ hashFiles('Website code/requirements.txt') }} | |
| restore-keys: | | |
| ${{ runner.os }}-pip- | |
| # Step 3: Setup Python environment | |
| - name: Setup Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10.13' # Replace with your preferred version if needed | |
| # Step 4: Install Python dependencies | |
| - name: Upgrade pip | |
| run: | | |
| python -m pip install --upgrade pip | |
| - name: Install Python dependencies | |
| run: | | |
| pip install --upgrade tensorflow | |
| pip install -r "Website code/requirements.txt" | |
| # Step 5: Run the model generation Python notebook | |
| - name: Run Model Generation Notebook | |
| run: | | |
| python "Website code/model_generation.py" | |
| # Step 6: Commit model generation outputs | |
| - name: Commit and push model outputs | |
| run: | | |
| git config --local user.email "actions@github.com" | |
| git config --local user.name "GitHub Actions" | |
| git add . | |
| git commit --allow-empty -m "Update model outputs" | |
| git push | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| # Step 7: Run the prediction generation Python notebook | |
| - name: Run Prediction Generation Notebook | |
| run: | | |
| python "Website code/prediction_function.py" | |
| # Step 8: Commit and push changes back to the repository | |
| - name: Commit and push changes | |
| run: | | |
| git config --local user.email "actions@github.com" | |
| git config --local user.name "GitHub Actions" | |
| git add . | |
| git commit --allow-empty -m "Update predictions.json" | |
| git push | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} |