cibuildwheel

Documentation

Python wheels are great. Building them across Mac, Linux, Windows, on multiple versions of Python, is not.

cibuildwheel is here to help. cibuildwheel runs on your CI server - currently it supports GitHub Actions, Azure Pipelines, Travis CI, AppVeyor, CircleCI, and GitLab CI - and it builds and tests your wheels across all of your platforms.

What does it do?

	macOS Intel	macOS Apple Silicon	Windows 64bit	Windows 32bit	Windows Arm64	manylinux musllinux x86_64	manylinux musllinux i686	manylinux musllinux aarch64	manylinux musllinux ppc64le	manylinux musllinux s390x
CPython 3.6	✅	N/A	✅	✅	N/A	✅	✅	✅	✅	✅
CPython 3.7	✅	N/A	✅	✅	N/A	✅	✅	✅	✅	✅
CPython 3.8	✅	✅	✅	✅	N/A	✅	✅	✅	✅	✅
CPython 3.9	✅	✅	✅	✅	✅²	✅³	✅	✅	✅	✅
CPython 3.10	✅	✅	✅	✅	✅²	✅	✅	✅	✅	✅
CPython 3.11	✅	✅	✅	✅	✅²	✅	✅	✅	✅	✅
PyPy 3.7 v7.3	✅	N/A	✅	N/A	N/A	✅¹	✅¹	✅¹	N/A	N/A
PyPy 3.8 v7.3	✅	✅⁴	✅	N/A	N/A	✅¹	✅¹	✅¹	N/A	N/A
PyPy 3.9 v7.3	✅	✅⁴	✅	N/A	N/A	✅¹	✅¹	✅¹	N/A	N/A

^{¹ PyPy is only supported for manylinux wheels.
² Windows arm64 support is experimental.
³ Alpine 3.14 and very briefly 3.15's default python3 was not able to load musllinux wheels. This has been fixed; please upgrade the python package if using Alpine from before the fix.
⁴ Cross-compilation not supported with PyPy - to build these wheels you need to run cibuildwheel on an Apple Silicon machine.}

• Builds manylinux, musllinux, macOS 10.9+, and Windows wheels for CPython and PyPy
• Works on GitHub Actions, Azure Pipelines, Travis CI, AppVeyor, CircleCI, GitLab CI, and Cirrus CI
• Bundles shared library dependencies on Linux and macOS through auditwheel and delocate
• Runs your library's tests against the wheel-installed version of your library

See the cibuildwheel 1 documentation if you need to build unsupported versions of Python, such as Python 2.

Usage

cibuildwheel runs inside a CI service. Supported platforms depend on which service you're using:

	Linux	macOS	Windows	Linux ARM	macOS ARM	Windows ARM
GitHub Actions	✅	✅	✅	✅¹	✅²	✅⁴
Azure Pipelines	✅	✅	✅		✅²	✅⁴
Travis CI	✅		✅	✅
AppVeyor	✅	✅	✅		✅²	✅⁴
CircleCI	✅	✅		✅	✅²
Gitlab CI	✅		✅	✅¹
Cirrus CI	✅	✅³	✅	✅	✅

^{¹ Requires emulation, distributed separately. Other services may also support Linux ARM through emulation or third-party build hosts, but these are not tested in our CI.
² Uses cross-compilation. It is not possible to test arm64 and the arm64 part of a universal2 wheel on this CI platform.
³ Uses cross-compilation. Thanks to Rosetta 2 emulation, it is possible to test x86_64 and both parts of a universal2 wheel on this CI platform.
⁴ Uses cross-compilation. It is not possible to test arm64 on this CI platform.}

Example setup

To build manylinux, musllinux, macOS, and Windows wheels on GitHub Actions, you could use this .github/workflows/wheels.yml:

name: Build

on: [push, pull_request]

jobs:
  build_wheels:
    name: Build wheels on ${{ matrix.os }}
    runs-on: ${{ matrix.os }}
    strategy:
      matrix:
        os: [ubuntu-20.04, windows-2019, macOS-11]

    steps:
      - uses: actions/checkout@v3

      # Used to host cibuildwheel
      - uses: actions/setup-python@v3

      - name: Install cibuildwheel
        run: python -m pip install cibuildwheel==2.12.0

      - name: Build wheels
        run: python -m cibuildwheel --output-dir wheelhouse
        # to supply options, put them in 'env', like:
        # env:
        #   CIBW_SOME_OPTION: value

      - uses: actions/upload-artifact@v3
        with:
          path: ./wheelhouse/*.whl

For more information, including PyPI deployment, and the use of other CI services or the dedicated GitHub Action, check out the documentation and the examples.

How it works

The following diagram summarises the steps that cibuildwheel takes on each platform.

^{Explore an interactive version of this diagram in the docs.}

Options

	Option	Description
Build selection	CIBW_PLATFORM	Override the auto-detected target platform
	CIBW_BUILD CIBW_SKIP	Choose the Python versions to build
	CIBW_ARCHS	Change the architectures built on your machine by default.
	CIBW_PROJECT_REQUIRES_PYTHON	Manually set the Python compatibility of your project
	CIBW_PRERELEASE_PYTHONS	Enable building with pre-release versions of Python if available
Build customization	CIBW_BUILD_FRONTEND	Set the tool to use to build, either "pip" (default for now) or "build"
	CIBW_ENVIRONMENT	Set environment variables needed during the build
	CIBW_ENVIRONMENT_PASS_LINUX	Set environment variables on the host to pass-through to the container during the build.
	CIBW_BEFORE_ALL	Execute a shell command on the build system before any wheels are built.
	CIBW_BEFORE_BUILD	Execute a shell command preparing each wheel's build
	CIBW_REPAIR_WHEEL_COMMAND	Execute a shell command to repair each built wheel
	CIBW_MANYLINUX_*_IMAGE CIBW_MUSLLINUX_*_IMAGE	Specify alternative manylinux / musllinux Docker images
	CIBW_CONTAINER_ENGINE	Specify which container engine to use when building Linux wheels
	CIBW_DEPENDENCY_VERSIONS	Specify how cibuildwheel controls the versions of the tools it uses
Testing	CIBW_TEST_COMMAND	Execute a shell command to test each built wheel
	CIBW_BEFORE_TEST	Execute a shell command before testing each wheel
	CIBW_TEST_REQUIRES	Install Python dependencies before running the tests
	CIBW_TEST_EXTRAS	Install your wheel for testing using extras_require
	CIBW_TEST_SKIP	Skip running tests on some builds
Other	CIBW_BUILD_VERBOSITY	Increase/decrease the output of pip wheel

These options can be specified in a pyproject.toml file, as well; see configuration.

Working examples

Here are some repos that use cibuildwheel.

Name	CI	OS	Notes
scikit-learn			The machine learning library. A complex but clean config using many of cibuildwheel's features to build a large project with Cython and C++ extensions.
NumPy			The fundamental package for scientific computing with Python.
Tornado			Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
pytorch-fairseq			Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Matplotlib			The venerable Matplotlib, a Python library with C++ portions
NCNN			ncnn is a high-performance neural network inference framework optimized for the mobile platform
Kivy			Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
Prophet			Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
MyPy			The compiled version of MyPy using MyPyC.
pydantic			Data parsing and validation using Python type hints

ℹ️ That's just a handful, there are many more! Check out the Working Examples page in the docs.

Legal note

Since cibuildwheel repairs the wheel with delocate or auditwheel, it might automatically bundle dynamically linked libraries from the build machine.

It helps ensure that the library can run without any dependencies outside of the pip toolchain.

This is similar to static linking, so it might have some license implications. Check the license for any code you're pulling in to make sure that's allowed.

Changelog

v2.12.0

16 Jan 2023

• ✨ Adds support for PyPy arm64 wheels. This means that you can build PyPy wheels for Apple Silicon machines. Cross-compilation is not supported for these wheels, so you'll have to build on an Apple Silicon machine. (#1372)
• 🛠 Pinned version updates, including PyPy to v7.3.11 and setuptools to 66.0.0.

v2.11.4

24 Dec 2022

• 🐛 Fix a bug that caused missing wheels on Windows when a test was skipped using CIBW_TEST_SKIP (#1377)
• 🛠 Updates CPython 3.11 to 3.11.1 (#1371)
• 🛠 Updates PyPy to 7.3.10, except on macOS which remains on 7.3.9 due to a bug on that platform. (#1371)
• 📚 Added a reference to abi3audit to the docs (#1347)

v2.11.3

5 Dec 2022

• ✨ Improves the 'build options' log output that's printed at the start of each run (#1352)
• ✨ Added a friendly error message to a common misconfiguration of the CIBW_TEST_COMMAND option - not specifying path using the {project} placeholder (#1336)
• 🛠 The GitHub Action now uses Powershell on Windows to avoid occasional incompabilities with bash (#1346)

v2.11.2

26 October 2022

• 🛠 Updates CPython 3.11 to 3.11.0 - final release (#1327)
• 🛠 Simplify the default macOS repair command (#1322)
• 🛠 Fix the default MACOSX_DEPLOYMENT_TARGET on arm64 (#1312)
• 🛠 Hide irrelevant pip warnings on linux (#1311)
• 🐛 Fix a bug that caused the stdout and stderr of commands in containers to be in the wrong order Previously, stdout could appear after stderr. (#1324)
• 📚 Added a FAQ entry describing how to perform native builds of CPython 3.8 wheels on Apple Silicon. (#1323)
• 📚 Other docs improvements

v2.11.1

13 October 2022

• 🛠 Updates to the latest manylinux images, and updates CPython 3.10 to 3.10.8.

---

That's the last few versions.

ℹ️ Want more changelog? Head over to the changelog page in the docs.

---

Contributing

For more info on how to contribute to cibuildwheel, see the docs.

Everyone interacting with the cibuildwheel project via codebase, issue tracker, chat rooms, or otherwise is expected to follow the PSF Code of Conduct.

Maintainers

• Joe Rickerby @joerick
• Yannick Jadoul @YannickJadoul
• Matthieu Darbois @mayeut
• Henry Schreiner @henryiii
• Grzegorz Bokota @Czaki

Credits

cibuildwheel stands on the shoulders of giants.

• ⭐️ @matthew-brett for multibuild and matthew-brett/delocate
• @PyPA for the manylinux Docker images pypa/manylinux
• @ogrisel for wheelhouse-uploader and run_with_env.cmd

Massive props also to-

• @zfrenchee for help debugging many issues
• @lelit for some great bug reports and contributions
• @mayeut for a phenomenal PR patching Python itself for better compatibility!
• @czaki for being a super-contributor over many PRs and helping out with countless issues!
• @mattip for his help with adding PyPy support to cibuildwheel

See also

Another very similar tool to consider is matthew-brett/multibuild. multibuild is a shell script toolbox for building a wheel on various platforms. It is used as a basis to build some of the big data science tools, like SciPy.

If you are building Rust wheels, you can get by without some of the tricks required to make GLIBC work via manylinux; this is especially relevant for cross-compiling, which is easy with Rust. See maturin-action for a tool that is optimized for building Rust wheels and cross-compiling.