ML/.github/workflows/MLPipelinePostMerge.yml

name: Register the model for the given pipeline branch

# on:
#   push:
#     branches:
#       - "model-**"

on:
  pull_request:
    types:
      - closed
    branches:
      - "master"

permissions: write-all

jobs:

  Promote-Model-To-Dev:
    if: github.event.pull_request.merged == true
    runs-on: ubuntu-latest

    steps:
    - uses: actions/checkout@v3
    - name: Install packages to retrieve artifacts
      run: |
        pip install --upgrade pip
        pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt

    - name: Retrieve artifacts (dvc.lock)
      env:
        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
      run: |
        cd modules/ml-pipeline/src/pipeline/src
        dvc pull -r experiments

    - name: Push artifacts to Dev
      env:
        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
      run: |
        cd modules/ml-pipeline/src/pipeline/src
        dvc push -r dev


  # Register-New-Model-Dev:
  #   if: github.event.pull_request.merged == true
  #   runs-on: ubuntu-latest
  #   steps:
  #   - uses: actions/checkout@v2
  #     with:
  #       fetch-depth: 0

  #   - name: Install packages to register model
  #     env:
  #       AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
  #       AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
  #     run: |
  #       pip install --upgrade pip
  #       pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt

  #   - name: Register Model
  #     env:
  #       AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
  #       AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
  #     run: |

  #       REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}')
  #       # REGISTER_MODEL_NAME=$(echo ${{github.ref_name}} | awk -F"-" '{print $1}')

  #       git config user.name "Github-Bot"
  #       git config user.email "Github-Bot@no-reply.com"

  #       # gto register test --repo https://github.com/Hestia-Homes/ML/
  #       # echo "chicken" >> test.md

  #       git checkout master
  #       gto register ${REGISTER_MODEL_NAME}
  #       gto assign regression --stage dev
  #       gto show

  Register-Prediction-Image-Dev:
    needs: Promote-Model-To-Dev
    # needs: [Promote-Model-To-Dev, Register-New-Model-Dev] WILL ADD BACK ONCE REGISTER WORKS
    runs-on: ubuntu-latest

    steps:
    - uses: actions/checkout@v3
    - name: Install packages to retrieve artifacts
      env:
        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
      run: |
        pip install --upgrade pip
        pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt

    - name: Retrieve artifacts (dvc.lock)
      env:
        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
      run: |
        cd modules/ml-pipeline/src/pipeline/src
        dvc pull -r dev

    - name: Build Prediction docker image (TODO - NEED LAMBDA IMAGE, need to add version from gto registry)
      run: |
        cd modules/ml-pipeline/src/pipeline/
        REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}')
        docker build . --file Prediction.Dockerfile --tag ${REGISTER_MODEL_NAME}

    - name: ECR Login - Dev
      env:
        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
      run: |
        echo "LOGIN TO ECR"

    - name: Push Prediction image to ECR - Dev
      env:
        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
      run: |
        echo "PUSH TO ECR"