Publish to PyPI workflow (ezyang/ghstack)
The Publish to PyPI workflow from ezyang/ghstack, explained and optimized by Latchkey.
CI health: C - fair
Point runs-on at Latchkey and get run de-duplication, job timeouts, SHA-pinned actions, self-healing for flaky steps, and up to 58% lower cost, applied automatically.
What it does
This is the Publish to PyPI workflow from the ezyang/ghstack repository, a real project running GitHub Actions. It is shown here with attribution under its MIT license.
Below, Latchkey shows a faster, safer version produced by its optimization engine.
The workflow
name: Publish to PyPI
on:
push:
tags:
- "v*"
jobs:
publish:
runs-on: ubuntu-latest
environment: pypi
permissions:
id-token: write
attestations: write
contents: read
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Install uv
uses: astral-sh/setup-uv@v5
with:
python-version: "3.13"
- name: Verify tag matches package version
run: |
PKG_VERSION=$(uv run python -c "import tomllib; print(tomllib.load(open('pyproject.toml', 'rb'))['project']['version'])")
TAG_VERSION=${GITHUB_REF#refs/tags/v}
if [ "$PKG_VERSION" != "$TAG_VERSION" ]; then
echo "::error::Tag version ($TAG_VERSION) does not match package version ($PKG_VERSION)"
exit 1
fi
- name: Build package
run: uv build
- name: Generate attestations
uses: actions/attest-build-provenance@v2
with:
subject-path: dist/*
- name: Publish to PyPI
uses: pypa/gh-action-pypi-publish@release/v1
The same workflow, on Latchkey
Removes redundant runs and caps runaway jobs. Added and changed lines are highlighted.
name: Publish to PyPI on: push: tags: - "v*" concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true jobs: publish: timeout-minutes: 30 runs-on: latchkey-small environment: pypi permissions: id-token: write attestations: write contents: read steps: - name: Checkout uses: actions/checkout@v4 - name: Install uv uses: astral-sh/setup-uv@v5 with: python-version: "3.13" - name: Verify tag matches package version run: | PKG_VERSION=$(uv run python -c "import tomllib; print(tomllib.load(open('pyproject.toml', 'rb'))['project']['version'])") TAG_VERSION=${GITHUB_REF#refs/tags/v} if [ "$PKG_VERSION" != "$TAG_VERSION" ]; then echo "::error::Tag version ($TAG_VERSION) does not match package version ($PKG_VERSION)" exit 1 fi - name: Build package run: uv build - name: Generate attestations uses: actions/attest-build-provenance@v2 with: subject-path: dist/* - name: Publish to PyPI uses: pypa/gh-action-pypi-publish@release/v1
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.
2 third-party actions are referenced by a movable tag. Pin them to the commit SHA (Latchkey resolves and applies this automatically) so a repointed tag cannot change what runs.
This workflow runs 1 job per trigger. On Latchkey the same minutes cost up to 58% less than GitHub-hosted, with zero queue time.