bug fixes & improvement #25
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| # .github/workflows/cicd.yml | ||
| # - CICD (major) | ||
| # - "runs on ubuntu" ye sare jobs k liye common hona --- done | ||
| # - multiple connected jobs (with if successfully) --- done | ||
| # - pull prod model from RDS and create container --- done | ||
| # - push to ECR --- | ||
| # - Run the container on EC2/ECS --- | ||
| # - push docker img to docker hub and run it on docker desktop --- done | ||
| # - or push particular branch k particular folder me hone pr CI pipeline trigger karo --- done | ||
| name: cicd pipeline | ||
| on: | ||
| push: | ||
| branches: | ||
| - main | ||
| paths: # if any changes detected in below dir then runner'll trigger cicd pipeline | ||
| - ./src/** | ||
| - .github/** | ||
| - ./prod/** | ||
| - Dockerfile | ||
| pull_request: | ||
| branches: | ||
| - main | ||
| jobs: | ||
| download_model: | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Checkout Code | ||
| uses: actions/checkout@v2 | ||
| - name: Install AWS CLI | ||
| run: | | ||
| sudo apt-get update | ||
| sudo apt-get install -y awscli | ||
| - name: Configure AWS CLI | ||
| run: | | ||
| aws configure set aws_access_key_id ${{ secrets.AWS_ACCESS_KEY_ID }} | ||
| aws configure set aws_secret_access_key ${{ secrets.AWS_SECRET_ACCESS_KEY }} | ||
| aws configure set region ${{ secrets.AWS_REGION }} | ||
| - name: Install Utilities | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| if [ -f model_requirements.txt ]; then pip install -r model_requirements.txt; fi | ||
| - name: Fetch Model From Mlflow | ||
| run: | | ||
| python ./prod/mlflowdb.py ${{ secrets.TRACKING_URI }} | ||
| - name: Upload Model Artifact # save the artifacts so that we can utilise it in next stage | ||
| uses: actions/upload-artifact@v2 | ||
| with: | ||
| name: model | ||
| path: | | ||
| /home/runner/work/cicd/cicd/model.joblib | ||
| /home/runner/work/cicd/cicd/model_details.json | ||
| - name: Print Current Directory # for debuging purpoer, u can remove it | ||
| run: ls /home/runner/work/cicd/cicd | ||
| build&push_docker_image: | ||
|
Check failure on line 65 in .github/workflows/cicd.yaml
|
||
| needs: download_model | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Checkout code | ||
| uses: actions/checkout@v2 | ||
| - name: Print Current Directory be-down # for debug purpose | ||
| run: ls /home/runner/work/cicd/cicd | ||
| - name: Download Model Artifacts # download the previously saved artifacts | ||
| uses: actions/download-artifact@v2 | ||
| with: | ||
| name: model | ||
| path: /home/runner/work/cicd/cicd | ||
| - name: Print Current Directory af-down # for debugging | ||
| run: ls /home/runner/work/cicd/cicd | ||
| - name: Build Docker Image | ||
| run: | | ||
| docker build -t ${{ secrets.DOCKER_USERNAME }}/wineqcicd:v1.0 . | ||
| - name: Log-in to Docker Hub | ||
| run: docker login -u ${{ secrets.DOCKER_USERNAME }} -p ${{ secrets.DOCKER_PASSWORD }} | ||
| - name: Push Docker Img | ||
| run: docker push ${{ secrets.DOCKER_USERNAME }}/wineqcicd:v1.0 | ||
