test-gpu.yml

name: AWS GPU

on:
  push:
    branches: [main, "[0-9]+.[0-9]+.x"]
  pull_request:
    types:
      - labeled
      - opened
      - synchronize

# Cancel the job if new commits are pushed
# https://stackoverflow.com/questions/66335225/how-to-cancel-previous-runs-in-the-pr-when-you-push-new-commitsupdate-the-curre
concurrency:
  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
  cancel-in-progress: true

# There are two jobs:
# 1. `check` determines if the second job (`test`) will be run (through a job dependency).
# 2. `test` runs on an AWS runner and executes the GPU tests.
jobs:
  # If the `skip-gpu-ci` label is set, this job is skipped, and consequently the `test` job too.
  # If the `run-gpu-ci` label is set or we reacted to a `push` event, this job succeeds (and `test` is run).
  # If neither is set, this job fails, `test` is skipped, and the whole workflow fails.
  check:
    name: "Triage: Check if GPU tests are allowed to run"
    if: (!contains(github.event.pull_request.labels.*.name, 'skip-gpu-ci'))
    runs-on: ubuntu-latest
    steps:
      - uses: flying-sheep/check@v1
        with:
          success: ${{ github.event_name == 'push' || contains(github.event.pull_request.labels.*.name, 'run-gpu-ci') }}
  # If `check` wasn’t skipped or failed, start an AWS runner and run the GPU tests on it.
  test:
    name: GPU Tests
    needs: check
    runs-on: "cirun-aws-gpu--${{ github.run_id }}"
    # Setting a timeout of 30 minutes, as the AWS costs money
    # At time of writing, a typical run takes about 5 minutes
    timeout-minutes: 30

    defaults:
      run:
        shell: bash -el {0}

    steps:
      - uses: actions/checkout@v3
        with:
          fetch-depth: 0

      - name: Nvidia SMI sanity check
        run: nvidia-smi

      - uses: mamba-org/setup-micromamba@v1
        with:
          micromamba-version: "1.3.1-0"
          environment-file: .ci/gpu_ci.yml
          init-shell: >-
            bash
          generate-run-shell: false

      - name: Install AnnData
        run: pip install .[dev,test,gpu]

      - name: Env list
        run: |
          micromamba list
          pip list

      - name: Run test
        run: pytest -m gpu --cov --cov-report=xml --cov-context=test -n 4

      - uses: codecov/codecov-action@v3
        with:
          flags: gpu-tests