Continous Integration/Continuos Deployment #96
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| name: Continous Integration/Continuos Deployment | |
| on: | |
| push: | |
| branches: | |
| - main | |
| workflow_run: | |
| workflows: ["continuous Training"] | |
| branches: [main] | |
| types: | |
| - completed | |
| workflow_dispatch: | |
| inputs: | |
| reason: | |
| descriotion: Why to run this? | |
| required: false | |
| default: running CI/CD | |
| jobs: | |
| ci_cd: | |
| runs-on: ubuntu-latest | |
| env: | |
| REGISTRY_NAME: ${{ secrets.REGISTRY_NAME }} | |
| REGION: ${{ secrets.REGION }} | |
| PROJECT_ID: ${{ secrets.PROJECT_ID }} | |
| SERVICE_NAME: ${{ secrets.SERVICE_NAME }} | |
| SERVICE_ACCOUNT_KEY: ${{ secrets.SERVICE_ACCOUNT_KEY }} | |
| steps: | |
| - name: Checkout Repo | |
| uses: actions/checkout@v2 | |
| - name: Set Enviroment and bring the model | |
| run: | | |
| pip install virtualenv | |
| virtualenv venv | |
| source venv/bin/activate | |
| pip install dvc[gs] | |
| export GOOGLE_APPLICATION_CREDENTIALS=$(python utilities/setter.py) | |
| dvc pull model/model.pkl.dvc -r model-tracker | |
| - name: Set up GCLOUD SDK | |
| uses: google-github-actions/setup-gcloud@v0 | |
| with: | |
| service_account_key: ${{ secrets.SERVICE_ACCOUNT_KEY}} | |
| project_id: ${{ secrets.PROJECT_ID }} | |
| - name: Build and Push | |
| run: | | |
| docker build . -t $REGISTRY_NAME:$GITHUB_SHA | |
| gcloud auth configure-docker -q | |
| sudo -u $USER docker push $REGISTRY_NAME:$GITHUB_SHA | |
| - name: Deploy to Cloud RUN | |
| run: | | |
| gcloud run services update $SERVICE_NAME --region=$REGION --image=$REGISTRY_NAME:$GITHUB_SHA |