Replaced Dockerhub with AWS ECR #2
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| name: CI Pipeline | |
| on: push | |
| jobs: | |
| test-and-package: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: checkout code | |
| uses: actions/checkout@v3 | |
| - name: setup python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.10' | |
| - name: Cache pip dependencies | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-pip-${{ hashFiles('requirements.txt') }} | |
| restore-keys: | | |
| ${{ runner.os }}-pip- | |
| - name: install dependencies | |
| run: | | |
| pip install -r requirements.txt | |
| - name: run pipeline | |
| env: | |
| DAGSHUB_PAT: ${{ secrets.DAGSHUB_PAT }} | |
| run: | | |
| dvc repro | |
| - name: Run model tests | |
| env: | |
| DAGSHUB_PAT: ${{ secrets.DAGSHUB_PAT }} | |
| run: | | |
| python -m unittest tests/test_model.py | |
| - name: Promote model to production | |
| if: success() | |
| env: | |
| DAGSHUB_PAT: ${{ secrets.DAGSHUB_PAT }} | |
| run: python scripts/promote_model.py | |
| - name: Run Flask app tests | |
| if: success() | |
| env: | |
| DAGSHUB_PAT: ${{ secrets.DAGSHUB_PAT }} | |
| run: python -m unittest tests/test_flask_app.py | |
| - name: Login to AWS ECR | |
| 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 ecr get-login-password --region eu-north-1 | docker login --username AWS --password-stdin 843369994444.dkr.ecr.eu-north-1.amazonaws.com | |
| - name: Build Docker Image | |
| run: | | |
| docker build -t text-classification . | |
| - name: Tag Docker Image | |
| run: | | |
| docker tag text-classification:latest 843369994444.dkr.ecr.eu-north-1.amazonaws.com/text-classification:latest | |
| - name: Push Docker Image to AWS ECR | |
| run: | | |
| docker push 843369994444.dkr.ecr.eu-north-1.amazonaws.com/text-classification:latest | |
| # Deploy-to-EC2: | |
| # runs-on: ubuntu-latest | |
| # needs: test-and-package | |
| # steps: | |
| # - name: Deploy to EC2 | |
| # uses: appleboy/ssh-action@v0.1.5 | |
| # with: | |
| # host: ${{ secrets.EC2_HOST }} | |
| # username: ${{ secrets.EC2_USER }} | |
| # key: ${{ secrets.EC2_SSH_KEY }} | |
| # script: | | |
| # docker pull ${{ secrets.DOCKER_HUB_USERNAME }}/text-classification-using-mlops:latest | |
| # docker stop my-app || true | |
| # docker rm my-app || true | |
| # docker run -d -p 80:5000 --name my-app -e DAGSHUB_PAT=${{ secrets.DAGSHUB_PAT }} ${{ secrets.DOCKER_HUB_USERNAME }}/text-classification-using-mlops:latest |