Python code quality workflow (Azure-Samples/rag-postgres-openai-python)

The Python code quality workflow from Azure-Samples/rag-postgres-openai-python, explained and optimized by Latchkey.

What it does

This is the Python code quality workflow from the Azure-Samples/rag-postgres-openai-python 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: Python code quality

on:
  push:
    branches: [ main ]
    paths:
      - '**.py'

  pull_request:
    branches: [ main ]
    paths:
      - '**.py'

  workflow_dispatch:

permissions:
  contents: read

jobs:
  checks-format-and-lint:
    runs-on: ubuntu-latest
    steps:
        - uses: actions/checkout@v4
        - name: Set up Python 3
          uses: actions/setup-python@v6
          with:
            python-version: "3.12"
            cache: 'pip'
        - name: Install dependencies
          run: |
            python3 -m pip install --upgrade pip
            python3 -m pip install ruff
        - name: Lint with ruff
          run: ruff check .
        - name: Check formatting with ruff
          run: ruff format . --check

The same workflow, on Latchkey

Removes redundant runs and caps runaway jobs. Added and changed lines are highlighted.

name: Python code quality
 
on:
  push:
    branches: [ main ]
    paths:
      - '**.py'
 
  pull_request:
    branches: [ main ]
    paths:
      - '**.py'
 
  workflow_dispatch:
 
permissions:
  contents: read
 
concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true
 
jobs:
  checks-format-and-lint:
    timeout-minutes: 30
    runs-on: latchkey-small
    steps:
        - uses: actions/checkout@v4
        - name: Set up Python 3
          uses: actions/setup-python@v6
          with:
            python-version: "3.12"
            cache: 'pip'
        - name: Install dependencies
          run: |
            python3 -m pip install --upgrade pip
            python3 -m pip install ruff
        - name: Lint with ruff
          run: ruff check .
        - name: Check formatting with ruff
          run: ruff format . --check
 

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• Cancel superseded runs when a branch or PR gets a newer push.
• 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