Python package workflow (jrialland/python-astar)
The Python package workflow from jrialland/python-astar, explained and optimized by Latchkey.
CI health: C - fair
Point runs-on at Latchkey and get run de-duplication, job timeouts, self-healing for flaky steps, and up to 58% lower cost, applied automatically.
What it does
This is the Python package workflow from the jrialland/python-astar repository, a real project running GitHub Actions. It is shown here with attribution under its BSD-3-Clause license.
Below, Latchkey shows a faster, safer version produced by its optimization engine.
The workflow
name: Python package
on: [push]
jobs:
build:
runs-on: ubuntu-22.04
strategy:
matrix:
python-version: ["3.12", "3.13"]
steps:
- uses: actions/checkout@v3
- name: Install poetry
run: pipx install poetry
- uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
cache: 'poetry'
- run: poetry lock
- run: poetry install
- run: poetry run pytest
The same workflow, on Latchkey
Removes redundant runs and caps runaway jobs. Added and changed lines are highlighted.
name: Python package on: [push] concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true jobs: build: timeout-minutes: 30 runs-on: latchkey-small strategy: matrix: python-version: ["3.12", "3.13"] steps: - uses: actions/checkout@v3 - name: Install poetry run: pipx install poetry - uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} cache: 'poetry' - run: poetry lock - run: poetry install - run: poetry run pytest
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 useslatchkey-small; pick the runner size that fits the job. - Cancel superseded runs when a branch or PR gets a newer push.
- 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 (2 with the matrix expanded) per trigger. On Latchkey the same minutes cost up to 58% less than GitHub-hosted, with zero queue time.