build-model.yml

name: Build Rasa model

# Run only when the branch is merged into main branch and
# the changes affects the model data
on:
  push:
    branches:
      - "main"
    paths:
      - "data/**"
      - "config.yml"
      - "domain.yml"
      - "endpoints.yml"
      - "credentials.yml"

jobs:
  build:
    name: Train model
    runs-on: ubuntu-latest

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

      - name: Docker buildx
        uses: docker/setup-buildx-action@v1

      - name: Login to Docker Hub
        uses: docker/login-action@f054a8b539a109f9f41c372932f1ae047eff08c9
        with:
          username: ${{ secrets.DOCKER_USER }}
          password: ${{ secrets.DOCKER_PASSWORD }}

      # Train

      - name: Run container (train)
        run: docker run -v "$(pwd)/models:/app/models" rauldpm/tfg-rasa:build

      - name: Change model name
        run: sudo mv models/*.tar.gz models/model.tar.gz

      # Upload file

      - id: "auth"
        uses: "google-github-actions/auth@v0"
        with:
          credentials_json: "${{ secrets.GCP_JSON_KEY }}"

      - name: "Set up Cloud SDK"
        uses: "google-github-actions/setup-gcloud@v0"

      - name: Deploy
        run: gsutil cp models/model.tar.gz gs://${{ secrets.GCP_BUCKET }}