Add files via upload #89
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| # Train model, build containerized model, and deploy model | |
| name: CI/CD | |
| on: | |
| push: | |
| branches: ["main"] | |
| pull_request: | |
| branches: ["main"] | |
| # Run workflow manually from the Actions tab | |
| workflow_dispatch: | |
| jobs: | |
| train: | |
| runs-on: ubuntu-latest | |
| steps: | |
| # Checks-out repository under $GITHUB_WORKSPACE, so the job can access it | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.10.* | |
| uses: actions/setup-python@v1 | |
| with: | |
| python-version: 3.10.* | |
| - name: Install dependencies | |
| run: | | |
| make install | |
| # - name: Set path | |
| # run: | | |
| # chmod +x set_path.sh | |
| # bash ./set_path.sh | |
| - name: Sort imports with isort | |
| run: | | |
| make isort | |
| - name: Format with black | |
| run: | | |
| make format | |
| - name: Test with pytest | |
| run: | | |
| make test | |
| - name: Lint with pylint | |
| run: | | |
| make lint | |
| - name: Prepare data | |
| run: make prep_data | |
| # - name: Split data | |
| # run: make split_data | |
| # Data splits were already saved in Hugging Face repo | |
| # - name: Train | |
| # env: | |
| # COMET_API_KEY: ${{secrets.COMET_API_KEY}} | |
| # run: | | |
| # make train | |
| - name: Evaluate models | |
| env: | |
| COMET_API_KEY: ${{secrets.COMET_API_KEY}} | |
| run: | | |
| make evaluate | |
| build: | |
| runs-on: ubuntu-latest | |
| needs: train | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v1 | |
| # Login using same GitHub Actions credentials | |
| - name: Log in to GitHub container registry | |
| uses: docker/[email protected] | |
| with: | |
| registry: ghcr.io | |
| username: ${{ github.actor }} | |
| password: ${{ github.token }} | |
| # Ensures that repo name is lowercase, which is a requirement for publishing to ghcr.io | |
| - name: Lowercase the repo name and username | |
| run: echo "REPO=${GITHUB_REPOSITORY,,}" >>${GITHUB_ENV} | |
| - name: Build and push container image to registry | |
| uses: docker/build-push-action@v2 | |
| with: | |
| push: true | |
| tags: ghcr.io/${{ env.REPO }}:${{ github.sha }} | |
| file: ./src/inference/Dockerfile |