Setting up GitHub Actions to automate the publishing of Python packages to the Python Package Index (PyPI) involves creating a workflow that runs when you push changes to your repository. Here’s a step-by-step guide to help you integrate GitHub Actions with PyPI for your Python projects.
Ensure your Python package is ready for distribution. You should have the following files in your project directory:
setup.py
: This file contains metadata about your package.pyproject.toml
: This file is often used for specifying build dependencies.my_package/
).Here's a simple example of what your setup.py
might look like:
from setuptools import setup, find_packages
setup(
name='my_package',
version='0.1.0',
packages=find_packages(),
install_requires=[
# List your package dependencies here
],
)
If you haven’t already, create an account on PyPI. Once registered, you can create an API token for authentication.
To securely use your PyPI token in GitHub Actions, add it to your repository secrets:
PYPI_TOKEN
and paste your PyPI API token in the value field.Create a workflow file in your repository to define the steps for publishing to PyPI.
.github/workflows/
.publish.yml
.Here’s a sample publish.yml
file:
name: Publish to PyPI
on:
push:
tags:
- 'v*' # Trigger on version tags like v1.0.0
jobs:
publish:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: '3.8' # Specify your Python version
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install setuptools wheel twine
- name: Build package
run: |
python setup.py sdist bdist_wheel
- name: Publish to PyPI
env:
TWINE_USERNAME: __token__ # Use the token authentication
TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
run: |
twine upload dist/*
To trigger the workflow, you need to create a Git tag that matches the pattern defined in your workflow file (e.g., v1.0.0
). You can do this using the following Git commands:
git tag v1.0.0
git push origin v1.0.0
After pushing the tag, go to your GitHub repository and check the Actions tab. You should see the workflow running. If everything is set up correctly, it will build your package and publish it to PyPI.
By following these steps, you can successfully set up GitHub Actions to automate the process of publishing your Python development projects to PyPI. This integration not only streamlines your deployment process but also ensures that your package is consistently updated with the latest changes.