🎡 Build Python wheels for all the platforms with minimal configuration.
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.
While cibuildwheel itself requires a recent Python version to run (we support the last three releases), it can target the following versions to build wheels:
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 |
manylinux musllinux armv7l |
Pyodide | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
CPython 3.6 | ✅ | N/A | ✅ | ✅ | N/A | ✅ | ✅ | ✅ | ✅ | ✅ | ✅⁵ | N/A |
CPython 3.7 | ✅ | N/A | ✅ | ✅ | N/A | ✅ | ✅ | ✅ | ✅ | ✅ | ✅⁵ | N/A |
CPython 3.8 | ✅ | ✅ | ✅ | ✅ | N/A | ✅ | ✅ | ✅ | ✅ | ✅ | ✅⁵ | N/A |
CPython 3.9 | ✅ | ✅ | ✅ | ✅ | ✅² | ✅ | ✅ | ✅ | ✅ | ✅ | ✅⁵ | N/A |
CPython 3.10 | ✅ | ✅ | ✅ | ✅ | ✅² | ✅ | ✅ | ✅ | ✅ | ✅ | ✅⁵ | N/A |
CPython 3.11 | ✅ | ✅ | ✅ | ✅ | ✅² | ✅ | ✅ | ✅ | ✅ | ✅ | ✅⁵ | N/A |
CPython 3.12 | ✅ | ✅ | ✅ | ✅ | ✅² | ✅ | ✅ | ✅ | ✅ | ✅ | ✅⁵ | ✅⁴ |
CPython 3.13³ | ✅ | ✅ | ✅ | ✅ | ✅² | ✅ | ✅ | ✅ | ✅ | ✅ | ✅⁵ | N/A |
PyPy 3.7 v7.3 | ✅ | N/A | ✅ | N/A | N/A | ✅¹ | ✅¹ | ✅¹ | N/A | N/A | N/A | N/A |
PyPy 3.8 v7.3 | ✅ | ✅ | ✅ | N/A | N/A | ✅¹ | ✅¹ | ✅¹ | N/A | N/A | N/A | N/A |
PyPy 3.9 v7.3 | ✅ | ✅ | ✅ | N/A | N/A | ✅¹ | ✅¹ | ✅¹ | N/A | N/A | N/A | N/A |
PyPy 3.10 v7.3 | ✅ | ✅ | ✅ | N/A | N/A | ✅¹ | ✅¹ | ✅¹ | N/A | N/A | N/A | N/A |
¹ PyPy is only supported for manylinux wheels.
² Windows arm64 support is experimental.
³ Free-threaded mode requires opt-in using CIBW_FREE_THREADED_SUPPORT
.
⁴ Experimental, not yet supported on PyPI, but can be used directly in web deployment. Use --platform pyodide
to build.
⁵ manylinux armv7l support is experimental. As there are no RHEL based image for this architecture, it’s using an Ubuntu based image instead.
See the cibuildwheel 1 documentation if you need to build unsupported versions of Python, such as Python 2.
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 |
Azure Pipelines | ✅ | ✅ | ✅ | ✅ | ✅² | |
Travis CI | ✅ | ✅ | ✅ | |||
AppVeyor | ✅ | ✅ | ✅ | ✅ | ✅² | |
CircleCI | ✅ | ✅ | ✅ | ✅ | ||
Gitlab CI | ✅ | ✅ | ✅ | ✅¹ | ✅ | |
Cirrus CI | ✅ | ✅ | ✅ | ✅ | ✅ |
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
on this CI platform.
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: ${{ matrix.os }}
strategy:
matrix:
os: [ubuntu-latest, windows-latest, macos-13, macos-latest]
steps:
- uses: actions/checkout@v4
# Used to host cibuildwheel
- uses: actions/setup-python@v5
- name: Install cibuildwheel
run: python -m pip install cibuildwheel==2.21.3
- name: Build wheels
run: python -m cibuildwheel --output-dir wheelhouse
# to supply options, put them in 'env', like:
# env:
# CIBW_SOME_OPTION: value
- uses: actions/upload-artifact@v4
with:
name: cibw-wheels-${{ matrix.os }}-${{ strategy.job-index }}
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.
The following diagram summarises the steps that cibuildwheel takes on each platform.
Explore an interactive version of this diagram in the docs.
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.
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. | ||
pytorch-fairseq | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | ||
NumPy | The fundamental package for scientific computing with Python. | ||
duckdb | DuckDB is an analytical in-process SQL database management system | ||
Tornado | Tornado is a Python web framework and asynchronous networking library. Uses stable ABI for a small C extension. | ||
NCNN | ncnn is a high-performance neural network inference framework optimized for the mobile platform | ||
Matplotlib | The venerable Matplotlib, a Python library with C++ portions | ||
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. | ||
Kivy | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS |
ℹ️ That’s just a handful, there are many more! Check out the Working Examples page in the docs.
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.
9 October 2024
2 October 2024
armv7l
on Linux to try it out if you’re interested! (#2017)Note: the default manylinux image is scheduled to change from manylinux2014
to manylinux_2_28
in a cibuildwheel release on or after 6th May 2025 - you can set the value now to avoid getting upgraded if you want. (#1992)
16 September 2024
uv
to install dependencies for versions of CPython that it does not support (#2005)uv 0.4.10
would not use the right Python when testing on Linux. (#2008)13 September 2024
config-settings
in TOML overrides - rather than extending each key, which is rarely useful, individual keys will override previously set values. (#1803)4 August 2024
CIBW_PRERELEASE_PYTHONS
flag. It’s time to build and upload these wheels to PyPI! This release includes CPython 3.13.0rc1, which is guaranteed to be ABI compatible with the final release. Free-threading is still behind a flag/config option. (#1950)CIBW_ALLOW_EMPTY
environment variable as an alternative to the command line flag. (#1937)VSCMD_ARG_TGT_ARCH
variable based on target arch. (#1876)That’s the last few versions.
ℹ️ Want more changelog? Head over to the changelog page in the docs.
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.
cibuildwheel
stands on the shoulders of giants.
run_with_env.cmd
Massive props also to-
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.