Ajout du 08/10/2024 #12
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| name: CICD Pipline | |
| on: | |
| push: | |
| branches: | |
| - master | |
| pull_request: | |
| branches: | |
| - master | |
| jobs: | |
| qa: | |
| name: Build and test | |
| runs-on: ubuntu-latest | |
| steps: | |
| # Checkout the code | |
| - name: Checkout on master | |
| uses: actions/checkout@v3 | |
| # build and start docker services in background | |
| - name: Build and start Docker Compose services | |
| run: | | |
| docker compose up -d --build | |
| docker compose ps | |
| # install dependencies for test | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| # Trigger taining | |
| - name: Trigger model retraining | |
| run: | | |
| curl -X POST http://localhost:8003/retrain | |
| timeout-minutes: 120 | |
| # start test | |
| - name: Run tests | |
| run: | | |
| pytest src/testing/ | |
| - name: Display logs if tests fail | |
| if: failure() | |
| run: docker compose logs | |
| # stop and remove service | |
| - name: Stop and remove Docker Compose services | |
| run: docker compose down | |
| deploy: | |
| name: Deploy to Production | |
| runs-on: ubuntu-latest | |
| needs: qa | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v3 | |
| - name: Login to Docker Hub | |
| uses: docker/login-action@v3 | |
| with: | |
| username: ${{ vars.DOCKERHUB_USERNAME }} | |
| password: ${{ secrets.DOCKERHUB_TOKEN }} | |
| - name: Build Docker images with Docker Compose | |
| run: | | |
| docker compose -f docker-compose.yml build | |
| - name: Tag images for Docker Hub | |
| run: | | |
| docker tag mai24_mlops_accidents-api_gateway:latest saferoads/api_gateway:latest | |
| docker tag mai24_mlops_accidents-prediction_service:latest saferoads/prediction_service:latest | |
| docker tag mai24_mlops_accidents-retrain_service:latest saferoads/retrain_service:latest | |
| docker tag mai24_mlops_accidents-monitoring_service:latest saferoads/monitoring_service:latest | |
| - name: Push Docker images to Docker Hub | |
| run: | | |
| docker push saferoads/api_gateway:latest | |
| docker push saferoads/prediction_service:latest | |
| docker push saferoads/retrain_service:latest | |
| docker push saferoads/monitoring_service:latest | |