main.yml

# 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: Add project path to sys.path
  #       run: |
  #         echo "PYTHONPATH=${{github.workspace}}" >> $GITHUB_ENV

  #     - 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: Setup Feast
  #       run: |
  #         make setup_feast

  #     - name: Split data
  #       run: |
  #         make split_data

  #     - 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

  #     - name: Test champion model
  #       env:
  #         COMET_API_KEY: ${{secrets.COMET_API_KEY}}
  #       run: |
  #         make test_model

  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/login-action@v1.10.0
        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