Update cml.yaml #86
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| name: model-training | |
| on: [push] | |
| jobs: | |
| setup-and-train: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - uses: actions/setup-python@v4 | |
| - uses: iterative/setup-cml@v1 | |
| - name: Set up Python environment | |
| run: | | |
| python -m venv venv | |
| source venv/bin/activate | |
| pip install --upgrade pip | |
| pip install -r Streamlit/requirements.txt | |
| - name: Train model | |
| run: | | |
| source venv/bin/activate | |
| python Streamlit/train.py | |
| report-and-commit: | |
| runs-on: ubuntu-latest | |
| needs: setup-and-train | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python environment for report | |
| run: | | |
| python -m venv venv | |
| source venv/bin/activate | |
| pip install --upgrade pip | |
| pip install -r Streamlit/requirements.txt | |
| - name: Create report.md | |
| run: | | |
| cat "Streamlit/Training Report/results.txt" > "Streamlit/Training Report/report.md" | |
| echo "" >> "Streamlit/Training Report/report.md" | |
| - name: Commit results and report | |
| run: | | |
| git config --global user.name "github-actions[bot]" | |
| git config --global user.email "github-actions[bot]@users.noreply.github.com" | |
| git add "Streamlit/Training Report/results.txt" | |
| git add "Streamlit/Training Report/report.md" | |
| git add "Streamlit/Training Report/residuals.png" | |
| git commit -m "Add model results and report" | |
| git push | |
| - name: Create CML Report | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| run: | | |
| source venv/bin/activate | |
| cml comment create "Streamlit/Training Report/report.md" --token ${{ secrets.GITHUB_TOKEN }} | |
| # name: model-training | |
| # on: [push] | |
| # jobs: | |
| # run: | |
| # runs-on: ubuntu-latest | |
| # steps: | |
| # - uses: actions/checkout@v3 | |
| # - uses: actions/setup-python@v4 | |
| # - uses: iterative/setup-cml@v1 | |
| # - name: Set up Python environment | |
| # run: | | |
| # python -m venv venv | |
| # source venv/bin/activate | |
| # pip install --upgrade pip | |
| # pip install -r Streamlit/requirements.txt | |
| # - name: Train model | |
| # run: | | |
| # source venv/bin/activate | |
| # python Streamlit/train.py | |
| # # Improve this .md | |
| # - name: Create report.md | |
| # run: | | |
| # cat "Streamlit/Training Report/results.txt" > "Streamlit/Training Report/report.md" | |
| # echo "" >> "Streamlit/Training Report/report.md" | |
| # - name: Commit results and report | |
| # run: | | |
| # git config --global user.name "github-actions[bot]" | |
| # git config --global user.email "github-actions[bot]@users.noreply.github.com" | |
| # git add "Streamlit/Training Report/results.txt" | |
| # git add "Streamlit/Training Report/report.md" | |
| # git add "Streamlit/Training Report/residuals.png" | |
| # git commit -m "Add model results and report" | |
| # git push | |
| # - name: Create CML Report | |
| # env: | |
| # GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| # run: | | |
| # source venv/bin/activate | |
| # cml comment create "Streamlit/Training Report/report.md" --token ${{ secrets.GITHUB_TOKEN }} |