wandb_create_and_build_job.yml

name: "Create W&B Job (+ cloud build)"

on:
  push:
    tags:
      - 'v*.*.*'

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repo content
        uses: actions/checkout@v4 # checkout the repository content to github runner.
      - name: Setup python
        uses: actions/setup-python@v2
        with:
          python-version: 3.10.14 #install the python needed
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install wandb
      - name: "Login to W&B"
        run: |
          wandb login ${{ secrets.WANDB_API_KEY }}
      - name: "Login to GCP" # at this point we could deploy with wandb job create code, which would deploy with this version, however it then wouldn't link back to the Github branch on W&B which is really handy.##git config credential.helper '!f() { echo username=dead-water; echo "password=${{ secrets.PAT_GITHUB_READONLY_THIS_REPO }}"; };f'
        uses: 'google-github-actions/auth@v2'
        with:
          credentials_json: ${{ secrets.GCP_CRED }}
      - name: "Submit Google Cloud Build"
        run: |
          tar -cvzf ../repo.tgz ./*
          gcloud builds submit ../repo.tgz --tag ${{ secrets.GCP_ARTIFACT_REG }}/sdofm:${{ github.ref_name }}
      - name: "Create W&B job"
        run: |
          wandb job create --project "${{ secrets.WANDB_PROJECT }}" --entity "${{ secrets.WANDB_ORG }}" --name "GHA-SDO-FM" -g ${{ github.ref_name }}" -a ${{ github.ref_name }}" --entry-point "scripts/main.py --config-name=default" image ${{ secrets.GCP_ARTIFACT_REG }}/sdofm:${{ github.ref_name }}