lint workflow (vanvalenlab/deepcell-tf)

The lint workflow from vanvalenlab/deepcell-tf, explained and optimized by Latchkey.

What it does

This is the lint workflow from the vanvalenlab/deepcell-tf repository, a real project running GitHub Actions. It is shown here with attribution under its Apache-2.0 license.

Below, Latchkey shows a faster, safer version produced by its optimization engine.

The workflow

name: lint
on: [push, pull_request]
jobs:
  lint:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: Install Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.10"
      - name: Install ruff
        run: |
          python -m pip install --upgrade pip
          python -m pip install ruff
          python -m pip list
      - name: Run ruff
        run: ruff check --output-format=github .

The same workflow, on Latchkey

Estimated ~20% faster on cache hits, plus fewer wasted runs and a safer supply chain. Added and changed lines are highlighted.

name: lint
on: [push, pull_request]
concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true
 
jobs:
  lint:
    timeout-minutes: 30
    runs-on: latchkey-small
    steps:
      - uses: actions/checkout@v4
      - name: Install Python
        uses: actions/setup-python@v5
        with:
          cache: 'pip'
          python-version: "3.10"
      - name: Install ruff
        run: |
          python -m pip install --upgrade pip
          python -m pip install ruff
          python -m pip list
      - name: Run ruff
        run: ruff check --output-format=github .
 

What changed

• Run on Latchkey managed runners with one line (runs-on), which apply the fixes below automatically and self-heal transient failures. This example uses latchkey-small; pick the runner size that fits the job.
• Cancel superseded runs when a branch or PR gets a newer push.
• Cache dependency installs on the setup step so they are served from cache.
• Add a job timeout so a hung step cannot burn hours of runner time.

What Latchkey heals here

This workflow has steps that commonly fail on transient issues (network, registries, flaky browsers). On Latchkey managed runners they are detected, retried, and self-healed instead of failing your build:

• Dependency installs

This workflow runs 1 job per trigger. On Latchkey the same minutes cost up to 58% less than GitHub-hosted, with zero queue time.

Actions used in this workflow