adding ci workflow #1
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| name: CI Pipeline | |
| on: | |
| push: | |
| branches: [ "main", "develop" ] | |
| env: | |
| REGISTRY: docker.io | |
| IMAGE_NAME: ${{ secrets.DOCKERHUB_USERNAME }}/tech-stack-advisor | |
| jobs: | |
| build-and-test: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.11' | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| - name: Train model | |
| run: python train.py | |
| - name: Test application | |
| run: | | |
| # Check if model files were created | |
| if [ -f "model.pkl" ] && [ -f "encoders.pkl" ]; then | |
| echo "✅ Model files created successfully" | |
| else | |
| echo "❌ Model files missing" | |
| exit 1 | |
| fi | |
| - name: Upload model artifacts | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: trained-models | |
| path: | | |
| model.pkl | |
| encoders.pkl | |
| docker-build: | |
| needs: build-and-test | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Download model artifacts | |
| uses: actions/download-artifact@v5 | |
| with: | |
| name: trained-models | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v3 | |
| - name: Log in to Docker Hub | |
| uses: docker/login-action@v3 | |
| with: | |
| username: ${{ secrets.DOCKERHUB_USERNAME }} | |
| password: ${{ secrets.DOCKERHUB_TOKEN }} | |
| - name: Extract metadata | |
| id: meta | |
| uses: docker/metadata-action@v5 | |
| with: | |
| images: ${{ env.IMAGE_NAME }} | |
| tags: | | |
| type=ref,event=branch | |
| type=ref,event=pr | |
| type=sha,prefix={{branch}}- | |
| type=raw,value=latest,enable={{is_default_branch}} | |
| - name: Build and push multi-architecture image | |
| uses: docker/build-push-action@v6 | |
| with: | |
| context: . | |
| platforms: linux/amd64,linux/arm64 | |
| push: true | |
| tags: ${{ steps.meta.outputs.tags }} | |
| labels: ${{ steps.meta.outputs.labels }} | |
| cache-from: type=gha | |
| cache-to: type=gha,mode=max | |
| - name: Generate build summary | |
| run: | | |
| echo "## 🐳 Docker Build Summary" >> $GITHUB_STEP_SUMMARY | |
| echo "| Property | Value |" >> $GITHUB_STEP_SUMMARY | |
| echo "|----------|-------|" >> $GITHUB_STEP_SUMMARY | |
| echo "| Image | \`${{ env.IMAGE_NAME }}\` |" >> $GITHUB_STEP_SUMMARY | |
| echo "| Platforms | linux/amd64, linux/arm64 |" >> $GITHUB_STEP_SUMMARY | |
| echo "| Tags | ${{ steps.meta.outputs.tags }} |" >> $GITHUB_STEP_SUMMARY | |
| echo "| Registry | Docker Hub |" >> $GITHUB_STEP_SUMMARY |