<pipeline_target>$ARGUMENTS</pipeline_target>

Python Release Pipeline Configuration

The model configures CI/CD pipelines for automated Python package publishing.

Arguments

<pipeline_target/>

If no argument provided, detect from repository (look for .github/ or .gitlab-ci.yml).

Instructions

Consult ../python3-development/references/python3-standards.md when applying shared architecture, typing, testing, or CLI rules; full standards, graphs, and amendment process are documented there.

1. Detect CI platform (GitHub Actions or GitLab CI)
2. Create workflow files for testing, linting, and publishing
3. Configure secrets documentation for PyPI tokens
4. Set up version management with git tags
5. Document release process

---

GitHub Actions Pipeline

Directory Structure

.github/
├── workflows/
│   ├── ci.yml           # Run on every push/PR
│   ├── release.yml      # Run on version tags
│   └── docs.yml         # Optional: documentation
└── dependabot.yml       # Optional: dependency updates

CI Workflow (ci.yml)

name: CI

on:
  push:
    branches: [main]
  pull_request:
    branches: [main]

jobs:
  lint:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Install uv
        uses: astral-sh/setup-uv@v4
        with:
          enable-cache: true

      - name: Set up Python
        run: uv python install 3.11

      - name: Install dependencies
        run: uv sync --all-extras

      - name: Run ruff
        run: |
          uv run ruff check src/ tests/
          uv run ruff format --check src/ tests/

      - name: Run type check (ty default; swap to mypy if hooks/CI run mypy — not merely [tool.mypy])
        run: uv run ty check src/ tests/

  test:
    runs-on: ubuntu-latest
    strategy:
      fail-fast: false
      matrix:
        python-version: ["3.11", "3.12", "3.13"]

    steps:
      - uses: actions/checkout@v4

      - name: Install uv
        uses: astral-sh/setup-uv@v4
        with:
          enable-cache: true

      - name: Set up Python ${{ matrix.python-version }}
        run: uv python install ${{ matrix.python-version }}

      - name: Install dependencies
        run: uv sync --all-extras

      - name: Run tests
        run: uv run pytest tests/ -v --cov=src --cov-report=xml

      - name: Upload coverage
        uses: codecov/codecov-action@v4
        with:
          files: coverage.xml
          fail_ci_if_error: false

Release Workflow (release.yml)

name: Release

on:
  push:
    tags:
      - "v*.*.*"

permissions:
  contents: write
  id-token: write  # Required for trusted publishing

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Install uv
        uses: astral-sh/setup-uv@v4

      - name: Set up Python
        run: uv python install 3.11

      - name: Build package
        run: uv build

      - name: Upload artifacts
        uses: actions/upload-artifact@v4
        with:
          name: dist
          path: dist/

  # Option 1: Trusted Publishing (Recommended)
  publish-pypi:
    needs: build
    runs-on: ubuntu-latest
    environment:
      name: pypi
      url: https://pypi.org/p/your-package
    steps:
      - name: Download artifacts
        uses: actions/download-artifact@v4
        with:
          name: dist
          path: dist/

      - name: Publish to PyPI
        uses: pypa/gh-action-pypi-publish@release/v1
        # No token needed with trusted publishing!

  # Option 2: Token-based Publishing (Alternative)
  # publish-pypi:
  #   needs: build
  #   runs-on: ubuntu-latest
  #   steps:
  #     - name: Download artifacts
  #       uses: actions/download-artifact@v4
  #       with:
  #         name: dist
  #         path: dist/
  #
  #     - name: Publish to PyPI
  #       uses: pypa/gh-action-pypi-publish@release/v1
  #       with:
  #         password: ${{ secrets.PYPI_API_TOKEN }}

  github-release:
    needs: [build, publish-pypi]
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Download artifacts
        uses: actions/download-artifact@v4
        with:
          name: dist
          path: dist/

      - name: Create GitHub Release
        uses: softprops/action-gh-release@v2
        with:
          files: dist/*
          generate_release_notes: true

---

GitLab CI Pipeline

.gitlab-ci.yml

stages:
  - lint
  - test
  - build
  - publish

variables:
  UV_CACHE_DIR: "$CI_PROJECT_DIR/.uv-cache"
  PIP_CACHE_DIR: "$CI_PROJECT_DIR/.pip-cache"

default:
  image: python:3.11-slim
  before_script:
    - pip install uv
    - uv sync --all-extras
  cache:
    key: "${CI_JOB_NAME}"
    paths:
      - .uv-cache/
      - .pip-cache/
      - .venv/

lint:
  stage: lint
  script:
    - uv run ruff check src/ tests/
    - uv run ruff format --check src/ tests/
    - uv run ty check src/ tests/

test:
  stage: test
  parallel:
    matrix:
      - PYTHON_VERSION: ["3.11", "3.12", "3.13"]
  image: python:${PYTHON_VERSION}-slim
  script:
    - uv run pytest tests/ -v --cov=src --cov-report=xml --junitxml=report.xml
  coverage: '/TOTAL.*\s+(\d+%)/'
  artifacts:
    reports:
      junit: report.xml
      coverage_report:
        coverage_format: cobertura
        path: coverage.xml

build:
  stage: build
  script:
    - uv build
  artifacts:
    paths:
      - dist/
    expire_in: 1 week

# Publish to PyPI on tags
publish:pypi:
  stage: publish
  rules:
    - if: $CI_COMMIT_TAG =~ /^v\d+\.\d+\.\d+$/
  script:
    - uv publish --token $PYPI_TOKEN
  environment:
    name: pypi
    url: https://pypi.org/project/your-package

# Publish to GitLab Package Registry on tags
publish:gitlab:
  stage: publish
  rules:
    - if: $CI_COMMIT_TAG =~ /^v\d+\.\d+\.\d+$/
  script:
    - |
      TWINE_PASSWORD=${CI_JOB_TOKEN} \
      TWINE_USERNAME=gitlab-ci-token \
      uv publish --publish-url ${CI_API_V4_URL}/projects/${CI_PROJECT_ID}/packages/pypi
  environment:
    name: gitlab-registry

---

Trusted Publishing Setup (PyPI)

Why Trusted Publishing?

• No API tokens to manage
• No secrets to rotate
• Cannot be leaked
• Scoped to specific workflows

Setup Steps

1. Go to PyPI → Your Project → Publishing

2. Add GitHub Publisher:

   • Owner: your-username
   • Repository: your-repo
   • Workflow name: release.yml
   • Environment: pypi (optional but recommended)

3. Create GitHub Environment:

   • Settings → Environments → New environment: pypi
   • Add protection rules (optional):
     • Required reviewers
     • Restrict to tags only

Alternative: API Token

If trusted publishing isn't available:

1. Create PyPI Token:

   • PyPI → Account Settings → API tokens
   • Create token scoped to your project

2. Add to Repository Secrets:

   • GitHub: Settings → Secrets → PYPI_API_TOKEN
   • GitLab: Settings → CI/CD → Variables → PYPI_TOKEN

---

Version Management

Manual Version (pyproject.toml)

Update version in pyproject.toml before tagging:

[project]
version = "1.2.3"

Dynamic Version from Git Tags

Using hatch-vcs:

[build-system]
requires = ["hatchling", "hatch-vcs"]
build-backend = "hatchling.build"

[project]
dynamic = ["version"]

[tool.hatch.version]
source = "vcs"

[tool.hatch.build.hooks.vcs]
version-file = "src/my_package/_version.py"

Release Workflow

# 1. Update CHANGELOG.md

# 2. Commit changes
git add -A
git commit -m "Prepare release v1.2.3"

# 3. Create annotated tag
git tag -a v1.2.3 -m "Release v1.2.3"

# 4. Push with tags
git push origin main --tags

---

TestPyPI for Testing

GitHub Actions TestPyPI Job

publish-testpypi:
  needs: build
  runs-on: ubuntu-latest
  environment:
    name: testpypi
    url: https://test.pypi.org/p/your-package
  steps:
    - uses: actions/download-artifact@v4
      with:
        name: dist
        path: dist/

    - uses: pypa/gh-action-pypi-publish@release/v1
      with:
        repository-url: https://test.pypi.org/legacy/

Manual TestPyPI Upload

# Build
uv build

# Upload to TestPyPI
uv publish --publish-url https://test.pypi.org/legacy/ --token $TESTPYPI_TOKEN

# Test install
uv pip install --index-url https://test.pypi.org/simple/ your-package

---

Required Configuration Files

Minimum Files for Publishing

your-package/
├── pyproject.toml          # Package metadata and build config
├── README.md               # Required by PyPI
├── LICENSE                 # Required for distribution
├── src/
│   └── your_package/
│       ├── __init__.py
│       └── py.typed        # PEP 561 marker
└── .github/
    └── workflows/
        ├── ci.yml
        └── release.yml

pyproject.toml Checklist

- [ ] [build-system] with requires and build-backend
- [ ] [project] with name, version, description
- [ ] readme = "README.md"
- [ ] license specified
- [ ] requires-python = ">=3.11"
- [ ] authors with name and email
- [ ] classifiers (Development Status, License, Python versions)
- [ ] dependencies list
- [ ] [project.urls] with Documentation, Issues, Source
- [ ] [project.scripts] if CLI tool

---

Security Best Practices

1. Use Trusted Publishing over API tokens
2. Scope tokens to specific projects (not account-wide)
3. Use environments with protection rules
4. Pin action versions with full SHA or version tags
5. Review workflow changes carefully
6. Enable branch protection on main

---

Troubleshooting

Build Fails

# Check package metadata
uv run python -m build --no-isolation
uvx twine check dist/*

Upload Fails

# Verify token
echo $PYPI_TOKEN | head -c 10

# Check package name availability
curl https://pypi.org/pypi/your-package/json

Version Already Exists

PyPI doesn't allow re-uploading the same version. Increment version and create new tag.

---

References

• PyPI Trusted Publishing
• GitHub Actions for Python
• GitLab CI/CD for Python
• uv Publishing