bug fixes in cicd #3
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: pull latest prod model | |
| on: | |
| push: | |
| branches: | |
| - main | |
| paths: # if any changes detected in below dir then runner'll trigger cicd pipeline | |
| - ./src/** | |
| - .github/** | |
| - ./prod/** | |
| - Dockerfile | |
| - docker_requirements.txt | |
| pull_request: | |
| branches: | |
| - main | |
| jobs: | |
| pull-latest-model: | |
| name: pull latest prod model | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout Code | |
| uses: actions/checkout@v2 | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ secrets.AWS_REGION }} | |
| - name: Install Utilities # install utilities required to fetch model from backend | |
| run: | | |
| python -m pip install --upgrade pip | |
| if [ -f model_requirements.txt ]; then pip install -r model_requirements.txt; fi | |
| - name: Pull Latest Model From Mlflow # below script will executed and fetch the prod model | |
| 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 | |
| # in path give correct repository name as here "cicd-aws/cicd-aws" | |
| path: | | |
| /home/runner/work/cicd-aws/cicd-aws/model.joblib | |
| /home/runner/work/cicd-aws/cicd-aws/model_details.json | |
| - name: Print Current Directory # for debuging purpoer, u can remove it | |
| run: ls /home/runner/work/cicd-aws/cicd-aws |