Merge pull request #53 from kaylode/dev #76
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| name: autobuild_tablr | |
| on: | |
| pull_request: | |
| branches: | |
| - master | |
| - dev | |
| push: | |
| branches: | |
| - master | |
| - 'V**' | |
| - dev | |
| env: | |
| GDRIVE_CREDENTIALS_DATA: ${{ secrets.GDRIVE_CREDENTIALS_DATA }} | |
| REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.10 | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10' | |
| architecture: 'x64' | |
| - uses: actions/setup-node@v3 | |
| with: | |
| node-version: '16' | |
| - uses: iterative/setup-cml@v1 | |
| - name: Display Python version | |
| run: python -c "import sys; print(sys.version)" | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/cpu | |
| pip install -e '.[dev,ml]' | |
| pip install dvc dvc-gdrive | |
| npm install -g markdown-table-cli | |
| - name: Download data | |
| run: | | |
| echo "$GDRIVE_CREDENTIALS_DATA" > credentials.json | |
| dvc remote modify gdrive --local gdrive_user_credentials_file ./credentials.json | |
| dvc pull | |
| ls -la samples | |
| - name: Test with pytest | |
| run: | | |
| pytest tests/tabular --capture=no | |
| - name: Display report | |
| run: | | |
| echo "# Tabular Classification Report" > report.md | |
| echo "#### Metrics" >> report.md | |
| cat runs/pytest_tablr/Validation/metrics.json | md-table >> report.md | |
| echo "#### SHAP train" >> report.md | |
| echo "" >> report.md | |
| echo "#### SHAP val" >> report.md | |
| echo "" >> report.md | |
| echo "------------------" >> report.md | |
| echo "#### Hyperparameters Tuning" >> report.md | |
| echo "Leaderboard" >> report.md | |
| cat runs/optuna/tablr/overview/leaderboard.json | md-table >> report.md | |
| echo >> report.md | |
| echo "Figures" >> report.md | |
| echo "" >> report.md | |
| echo "" >> report.md | |
| echo "" >> report.md | |
| echo "" >> report.md | |
| echo "" >> report.md | |
| cml comment create report.md |