🐛 Remove reference between base and ml to fix error #74
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name: autobuild_clf | |
on: | |
pull_request: | |
branches: | |
- master | |
push: | |
branches: | |
- master | |
- 'V**' | |
- dev | |
env: | |
GDRIVE_CREDENTIALS_DATA: ${{ secrets.GDRIVE_CREDENTIALS_DATA }} | |
REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
jobs: | |
build: | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Python 3.10 | |
uses: actions/setup-python@v4 | |
with: | |
python-version: '3.10' | |
architecture: 'x64' | |
- uses: actions/setup-node@v3 | |
with: | |
node-version: '16' | |
- uses: iterative/setup-cml@v1 | |
- name: Display Python version | |
run: python -c "import sys; print(sys.version)" | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install torch torchvision --extra-index-url https://download.pytorch.org/whl/cpu | |
pip install -e '.[dev,cv,cv_classification]' | |
pip install dvc dvc-gdrive | |
npm install -g markdown-table-cli | |
- name: Download data | |
run: | | |
echo "$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/classification --capture=no | |
- name: Display report | |
run: | | |
echo "# Classification Report" > report.md | |
echo "#### Metrics" >> report.md | |
cat runs/pytest_clf/Validation/metrics.json | md-table >> report.md | |
echo "#### Confusion Matrix" >> report.md | |
echo "![Confusion Matrix](runs/pytest_clf/Validation/cfm.png)" >> report.md | |
echo "#### Errorcases" >> report.md | |
echo "![Confusion Matrix](runs/pytest_clf/Validation/errorcases.png)" >> report.md | |
echo "------------------" >> report.md | |
echo "#### Hyperparameters Tuning" >> report.md | |
echo "Leaderboard" >> report.md | |
cat runs/optuna/clf/overview/leaderboard.json | md-table >> report.md | |
echo >> report.md | |
cml comment create report.md |