publish.yaml

name: publish-model

on:
  push:
    branches:
        - main
    paths:
        - model/svm.mlem

jobs:
  publish-model:
    runs-on: ubuntu-latest

    steps:
      - name: Checkout 
        uses: actions/checkout@v2

      - name: Environment setup
        uses: actions/setup-python@v2
        with:
          python-version: 3.8
      
      - name: Setup flyctl
        uses: superfly/flyctl-actions/setup-flyctl@master
      
      - name: Install dependencies
        run: pip install -r requirements.txt

      - name: Download model
        env:
          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
        run: dvc pull model/svm -r read-write

      - name: Deploy model
        env:
          FLY_API_TOKEN: ${{ secrets.FLY_API_TOKEN }}
        run: mlem deployment run flyio svm-app --model model/svm