Merge pull request #12 from ahmed-n-abdeltwab/feature/make-modular #15
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| name: Model Training and Release | |
| on: | |
| push: | |
| branches: [ main ] | |
| tags: [ 'v*.*.*' ] # Trigger on version tags | |
| workflow_dispatch: | |
| env: | |
| DOCKER_IMAGE: spyware-detector | |
| RELEASE_DIR: release | |
| jobs: | |
| train-and-release: | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: write # Required for creating releases | |
| packages: write | |
| actions: read | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 # Needed for tag detection | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.9' | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| - name: Install jq | |
| run: sudo apt-get install -y jq | |
| - name: Build Docker image | |
| run: | | |
| docker build -t $DOCKER_IMAGE . | |
| docker images | |
| - name: Prepare release directory | |
| run: | | |
| mkdir -p ./$RELEASE_DIR/latest | |
| chmod -R 777 ./$RELEASE_DIR | |
| - name: Run training pipeline | |
| run: | | |
| docker run --rm \ | |
| -v $(pwd)/data:/app/data \ | |
| -v $(pwd)/models:/app/models \ | |
| -v $(pwd)/$RELEASE_DIR:/app/release \ | |
| -e PYTHONPATH=/app \ | |
| -u 1001 \ | |
| $DOCKER_IMAGE | |
| - name: Verify artifacts | |
| run: | | |
| echo "Generated artifacts:" | |
| ls -lR ./$RELEASE_DIR/latest | |
| REQUIRED_FILES=( | |
| "model.pkl" | |
| "metadata.json" | |
| "metrics.json" | |
| "feature_structure.json" | |
| ) | |
| missing_files=0 | |
| for file in "${REQUIRED_FILES[@]}"; do | |
| if [ ! -f "./$RELEASE_DIR/latest/$file" ]; then | |
| echo "Error: Required file $file not found!" | |
| missing_files=$((missing_files+1)) | |
| fi | |
| done | |
| if [ $missing_files -gt 0 ]; then | |
| echo "Error: Missing $missing_files required files!" | |
| docker logs $(docker ps -lq) || true | |
| exit 1 | |
| fi | |
| - name: Package release assets | |
| run: | | |
| TIMESTAMP=$(date +%Y%m%d_%H%M%S) | |
| RELEASE_NAME="model_$TIMESTAMP" | |
| # Create archive with all artifacts | |
| tar -czvf ./$RELEASE_DIR/$RELEASE_NAME.tar.gz -C ./$RELEASE_DIR/latest . | |
| # Create version file | |
| MODEL_VERSION=$(jq -r '.timestamp + "-" + .model_type' ./$RELEASE_DIR/latest/metadata.json) | |
| echo $MODEL_VERSION > ./$RELEASE_DIR/version.txt | |
| echo "Release assets prepared:" | |
| ls -l ./$RELEASE_DIR/*.tar.gz | |
| - name: Auto-tag release (on main branch) | |
| if: github.ref == 'refs/heads/main' | |
| id: autotag | |
| run: | | |
| # Get version from metadata | |
| VERSION=$(jq -r '.timestamp' ./$RELEASE_DIR/latest/metadata.json | cut -c1-10 | tr -d '-') | |
| TAG_NAME="v1.0.$VERSION" | |
| # Create lightweight tag | |
| git tag $TAG_NAME | |
| git push origin $TAG_NAME | |
| echo "tag_name=$TAG_NAME" >> $GITHUB_OUTPUT | |
| - name: Create GitHub Release | |
| uses: softprops/action-gh-release@v1 | |
| with: | |
| tag_name: ${{ github.ref_name || steps.autotag.outputs.tag_name }} | |
| name: "Model Release ${{ github.ref_name || steps.autotag.outputs.tag_name }}" | |
| body: | | |
| ## Model Details | |
| - **Type**: $(jq -r '.model_type' ./$RELEASE_DIR/latest/metadata.json) | |
| - **Training Date**: $(jq -r '.timestamp' ./$RELEASE_DIR/latest/metadata.json) | |
| ## Performance Metrics | |
| ```json | |
| $(cat ./$RELEASE_DIR/latest/metrics.json) | |
| ``` | |
| ## Version Info | |
| $(cat ./$RELEASE_DIR/version.txt) | |
| files: | | |
| ${{ env.RELEASE_DIR }}/*.tar.gz | |
| ${{ env.RELEASE_DIR }}/latest/metadata.json | |
| ${{ env.RELEASE_DIR }}/latest/metrics.json | |
| draft: false | |
| prerelease: false | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Upload workflow artifact | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: model-release | |
| path: | | |
| ${{ env.RELEASE_DIR }}/*.tar.gz | |
| ${{ env.RELEASE_DIR }}/version.txt | |
| if-no-files-found: error |