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pypi workflow (DennyDai/headless-ida)

The pypi workflow from DennyDai/headless-ida, explained and optimized by Latchkey.

C

CI health: C - fair

Point runs-on at Latchkey and get caching, job timeouts, SHA-pinned actions, self-healing for flaky steps, and up to 58% lower cost, applied automatically.

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Source: DennyDai/headless-ida.github/workflows/pypi.ymlLicense MITView source

What it does

This is the pypi workflow from the DennyDai/headless-ida 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

workflow (.yml)
on:
  release:
    types: [ created ]

jobs:
  Publish:
    name: Publish to PyPI
    runs-on: ubuntu-latest
    permissions:
      id-token: write
    steps:
    - name: Checkout Repository
      uses: actions/checkout@master
    - name: Set up Python 3
      uses: actions/setup-python@v6
      with:
        python-version: "3.10"
    - name: Install pypa/build
      run: >-
        python -m
        pip install
        build
        --user
    - name: Build a binary wheel and a source tarball
      run: >-
        python -m
        build
        --sdist
        --wheel
        --outdir dist/
        .
    - name: Publish to PyPI
      uses: pypa/gh-action-pypi-publish@release/v1

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.

on:
  release:
    types: [ created ]
 
jobs:
  Publish:
    timeout-minutes: 30
    name: Publish to PyPI
    runs-on: latchkey-small
    permissions:
      id-token: write
    steps:
    - name: Checkout Repository
      uses: actions/checkout@master
    - name: Set up Python 3
      uses: actions/setup-python@v6
      with:
        cache: 'pip'
        python-version: "3.10"
    - name: Install pypa/build
      run: >-
        python -m
        pip install
        build
        --user
    - name: Build a binary wheel and a source tarball
      run: >-
        python -m
        build
        --sdist
        --wheel
        --outdir dist/
        .
    - name: Publish to PyPI
      uses: pypa/gh-action-pypi-publish@release/v1
 

What changed

1 third-party action is referenced by a movable tag. Pin it to the commit SHA (Latchkey resolves and applies this automatically) so a repointed tag cannot change what runs.

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:

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