example-get-started-deploy.yaml

name: example-get-started deploy
on: 
  push:
    paths:
      - example-get-started/**
    branches:
      - master
  workflow_dispatch:
permissions: write-all
jobs:
  test:
    runs-on: ubuntu-latest
    environment: aws
    steps:
    - name: Checkout repo
      uses: actions/checkout@v3
    - name: Set up Python
      uses: actions/setup-python@v4
      with:
        python-version: '3.11'
        cache: 'pip'
    - uses: aws-actions/configure-aws-credentials@v2
      with:
        aws-region: us-east-2
        role-to-assume: ${{ vars.AWS_SANDBOX_ROLE }}
        role-duration-seconds: 43200
    - uses: iterative/setup-dvc@v1
    - name: Generate repo
      run: |
        pip install virtualenv
        cd example-get-started
        ./generate.sh prod
    - name: Deploy repo
      env:
        GH_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
      run: |
        cd example-get-started/build/example-get-started
        . .venv/bin/activate
        # add remote
        git remote add origin https://${{ secrets.PERSONAL_ACCESS_TOKEN }}@github.com/iterative/example-get-started.git
        # close open PRs
        gh pr close try-large-dataset
        gh pr close tune-hyperparams
        # drop existing refs
        git ls-remote origin | awk '{print $2}' | xargs -n 1 git push --delete origin || true
        # force push branches
        git push --force origin main
        git push --force origin try-large-dataset
        git push --force origin tune-hyperparams
        # we push git tags one by one for Studio to receive webhooks:
        git tag --sort=creatordate | xargs -n 1 git push --force origin
        # push exp refs
        dvc exp push origin -A
        # create PRs
        gh pr create -t "Try 40K dataset (4x data)" \
           -b "We are trying here a large dataset, since the smaller one looks unstable" \
           -B main -H try-large-dataset
        gh pr create -t "Run experiments tuning random forest params" \
           -b "Better RF split and number of estimators based on small grid search." \
           -B main -H tune-hyperparams