Make Wheel and Releases workflow (candle-org/mindnlp)
The Make Wheel and Releases workflow from candle-org/mindnlp, explained and optimized by Latchkey.
CI health: F - at risk
Point runs-on at Latchkey and get caching, 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 Make Wheel and Releases workflow from the candle-org/mindnlp 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: Make Wheel and Releases
on:
push:
tags:
- 'v*'
jobs:
build:
runs-on: ubuntu-latest
name: Make Wheel and Releases
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.x
- name: Install dependencies
run: |
python -m pip install --upgrade pip==24.0
pip install build
- name: Build package
run: python -m build --wheel
- name: Upload file
uses: actions/upload-artifact@v4
with:
name: mindnlp-whl
path: dist/*
- name: Release and Upload Assets
uses: ncipollo/release-action@v1
with:
bodyFile: ""
allowUpdates: true
removeArtifacts: true
artifacts: |
dist/*.whl
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: Make Wheel and Releases on: push: tags: - 'v*' concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true jobs: build: timeout-minutes: 30 runs-on: latchkey-small name: Make Wheel and Releases steps: - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v4 with: cache: 'pip' python-version: 3.x - name: Install dependencies run: | python -m pip install --upgrade pip==24.0 pip install build - name: Build package run: python -m build --wheel - name: Upload file uses: actions/upload-artifact@v4 with: name: mindnlp-whl path: dist/* - name: Release and Upload Assets uses: ncipollo/release-action@v1 with: bodyFile: "" allowUpdates: true removeArtifacts: true artifacts: | dist/*.whl
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 - Cancel superseded runs when a branch or PR gets a newer push.
- 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.
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:
- 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.