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, 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 |
iOS | Pyodide | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CPythonΒ 3.8 | β | β | β | β | N/A | β | β | β | β | β | β β΅ | N/A | N/A |
CPythonΒ 3.9 | β | β | β | β | β Β² | β | β | β | β | β | β β΅ | N/A | N/A |
CPythonΒ 3.10 | β | β | β | β | β Β² | β | β | β | β | β | β β΅ | N/A | N/A |
CPythonΒ 3.11 | β | β | β | β | β Β² | β | β | β | β | β | β β΅ | N/A | N/A |
CPythonΒ 3.12 | β | β | β | β | β Β² | β | β | β | β | β | β β΅ | N/A | β β΄ |
CPythonΒ 3.13Β³ | β | β | β | β | β Β² | β | β | β | β | β | β β΅ | β | N/A |
CPythonΒ 3.14Β³ | β | β | β | β | β Β² | β | β | β | β | β | β β΅ | β | N/A |
PyPyΒ 3.8 v7.3 | β | β | β | N/A | N/A | β ΒΉ | β ΒΉ | β ΒΉ | N/A | N/A | N/A | N/A | N/A |
PyPyΒ 3.9 v7.3 | β | β | β | N/A | N/A | β ΒΉ | β ΒΉ | β ΒΉ | N/A | N/A | N/A | N/A | N/A |
PyPyΒ 3.10 v7.3 | β | β | β | N/A | N/A | β ΒΉ | β ΒΉ | β ΒΉ | N/A | N/A | N/A | N/A | N/A |
PyPyΒ 3.11 v7.3 | β | β | β | N/A | N/A | β ΒΉ | β ΒΉ | β ΒΉ | N/A | N/A | N/A | N/A | N/A |
GraalPyΒ 3.11 v24.2 | β | β | β | N/A | N/A | β ΒΉ | N/A | β ΒΉ | N/A | N/A | N/A | N/A | N/A |
ΒΉ PyPy & GraalPy are only supported for manylinux wheels.
Β² Windows arm64 support is experimental.
Β³ Free-threaded mode requires opt-in using enable
.
β΄ Experimental, not yet supported on PyPI, but can be used directly in web deployment. Use --platform pyodide
to build.
β΅ manylinux armv7l support is experimental. As there are no RHEL based image for this architecture, it's using an Ubuntu based image instead.
- Builds manylinux, musllinux, macOS 10.9+ (10.13+ for Python 3.12+), and Windows wheels for CPython, PyPy, and GraalPy
- Works on GitHub Actions, Azure Pipelines, Travis CI, 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.
cibuildwheel
runs inside a CI service. Supported platforms depend on which service you're using:
Linux | macOS | Windows | Linux ARM | macOS ARM | Windows ARM | iOS | |
---|---|---|---|---|---|---|---|
GitHub Actions | β | β | β | β | β | β | β Β³ |
Azure Pipelines | β | β | β | β | β Β² | β Β³ | |
Travis CI | β | β | β | ||||
CircleCI | β | β | β | β | β Β³ | ||
Gitlab CI | β | β | β | β ΒΉ | β | β Β³ | |
Cirrus CI | β | β | β | β | β |
ΒΉ 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.
Β² Uses cross-compilation. It is not possible to test arm64
on this CI platform.
Β³ Requires a macOS runner; runs tests on the simulator for the runner's architecture.
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: ${{ matrix.os }}
strategy:
matrix:
os: [ubuntu-latest, ubuntu-24.04-arm, windows-latest, macos-13, macos-latest]
steps:
- uses: actions/checkout@v4
# Used to host cibuildwheel
- uses: actions/setup-python@v5
- name: Install cibuildwheel
run: python -m pip install cibuildwheel==3.0.0
- name: Build wheels
run: python -m cibuildwheel --output-dir wheelhouse
# to supply options, put them in 'env', like:
# env:
# CIBW_SOME_OPTION: value
# ...
- uses: actions/upload-artifact@v4
with:
name: cibw-wheels-${{ 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 | platform |
Override the auto-detected target platform |
build skip |
Choose the Python versions to build | |
archs |
Change the architectures built on your machine by default. | |
project-requires-python |
Manually set the Python compatibility of your project | |
enable |
Enable building with extra categories of selectors present. | |
allow-empty |
Suppress the error code if no wheels match the specified build identifiers | |
Build customization | build-frontend |
Set the tool to use to build, either "build" (default), "build[uv]", or "pip" |
config-settings |
Specify config-settings for the build backend. | |
environment |
Set environment variables | |
environment-pass |
Set environment variables on the host to pass-through to the container. | |
before-all |
Execute a shell command on the build system before any wheels are built. | |
before-build |
Execute a shell command preparing each wheel's build | |
xbuild-tools |
Binaries on the path that should be included in an isolated cross-build environment. | |
repair-wheel-command |
Execute a shell command to repair each built wheel | |
manylinux-*-image musllinux-*-image |
Specify manylinux / musllinux container images | |
container-engine |
Specify the container engine to use when building Linux wheels | |
dependency-versions |
Control the versions of the tools cibuildwheel uses | |
pyodide-version |
Specify the Pyodide version to use for pyodide platform builds |
|
Testing | test-command |
The command to test each built wheel |
before-test |
Execute a shell command before testing each wheel | |
test-sources |
Files and folders from the source tree that are copied into an isolated tree before running the tests | |
test-requires |
Install Python dependencies before running the tests | |
test-extras |
Install your wheel for testing using extras_require |
|
test-groups |
Specify test dependencies from your project's dependency-groups |
|
test-skip |
Skip running tests on some builds | |
test-environment |
Set environment variables for the test environment | |
Debugging | debug-keep-container |
Keep the container after running for debugging. |
debug-traceback |
Print full traceback when errors occur. | |
build-verbosity |
Increase/decrease the output of the build |
These options can be specified in a pyproject.toml file, or as environment variables, see configuration docs.
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. | ||
duckdb | DuckDB is an analytical in-process SQL database management system | ||
NumPy | The fundamental package for scientific computing with Python. | ||
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 | ||
MyPy | The compiled version of MyPy using MyPyC. | ||
Prophet | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | ||
Kivy | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS |
βΉοΈ 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.
11 June 2025
See @henryiii's release post for more info on new features!
-
π Adds the ability to build wheels for iOS! Set the
platform
option toios
on a Mac with the iOS toolchain to try it out! (#2286, #2363, #2432) -
π Adds support for the GraalPy interpreter! Enable for your project using the
enable
option. (#1538, #2411, #2414) -
β¨ Adds CPython 3.14 support, under the
enable
optioncpython-prerelease
. This version of cibuildwheel uses 3.14.0b2. (#2390)While CPython is in beta, the ABI can change, so your wheels might not be compatible with the final release. For this reason, we don't recommend distributing wheels until RC1, at which point 3.14 will be available in cibuildwheel without the flag. (#2390)
-
β¨ Adds the test-sources option, and changes the working directory for tests. (#2062, #2284, #2437)
- If this option is set, cibuildwheel will copy the files and folders specified in
test-sources
into the temporary directory we run from. This is required for iOS builds, but also useful for other platforms, as it allows you to avoid placeholders. - If this option is not set, behaviour matches v2.x - cibuildwheel will run the tests from a temporary directory, and you can use the
{project}
placeholder in thetest-command
to refer to the project directory. (#2420)
- If this option is set, cibuildwheel will copy the files and folders specified in
-
β¨ Adds
dependency-versions
inline syntax (#2122) -
β¨ Improves support for Pyodide builds and adds the experimental
pyodide-version
option, which allows you to specify the version of Pyodide to use for builds. (#2002) -
β¨ Add
pyodide-prerelease
enable option, with an early build of 0.28 (Python 3.13). (#2431) -
β¨ Adds the
test-environment
option, which allows you to set environment variables for the test command. (#2388) -
β¨ Adds the
xbuild-tools
option, which allows you to specify tools safe for cross-compilation. Currently only used on iOS; will be useful for Android in the future. (#2317) -
π The default manylinux image has changed from
manylinux2014
tomanylinux_2_28
. (#2330) -
π EOL images
manylinux1
,manylinux2010
,manylinux_2_24
andmusllinux_1_1
can no longer be specified by their shortname. The full OCI name can still be used for these images, if you wish. (#2316) -
π Invokes
build
rather thanpip wheel
to build wheels by default. You can control this via thebuild-frontend
option. You might notice that you can see your build log output now! (#2321) -
π Build verbosity settings have been reworked to have consistent meanings between build backends when non-zero. (#2339)
-
π Removed the
CIBW_PRERELEASE_PYTHONS
andCIBW_FREE_THREADED_SUPPORT
options - these have been folded into theenable
option instead. (#2095) -
π Build environments no longer have setuptools and wheel preinstalled. (#2329)
-
π Use the standard Schema line for the integrated JSONSchema. (#2433)
-
β οΈ Dropped support for building Python 3.6 and 3.7 wheels. If you need to build wheels for these versions, use cibuildwheel v2.23.3 or earlier. (#2282) -
β οΈ The minimum Python version required to run cibuildwheel is now Python 3.11. You can still build wheels for Python 3.8 and newer. (#1912) -
β οΈ 32-bit Linux wheels no longer built by default - the arch was removed from"auto"
. It now requires explicit"auto32"
. Note that modern manylinux images (like the new default,manylinux_2_28
) do not have 32-bit versions. (#2458) -
β οΈ PyPy wheels no longer built by default, due to a change to our options system. To continue building PyPy wheels, you'll now need to set theenable
option topypy
orpypy-eol
. (#2095) -
β οΈ Dropped official support for Appveyor. If it was working for you before, it will probably continue to do so, but we can't be sure, because our CI doesn't run there anymore. (#2386) -
π A reorganisation of the docs, and numerous updates. (#2280)
-
π Use Python 3.14 color output in docs CLI output. (#2407)
-
π Docs now primarily use the pyproject.toml name of options, rather than the environment variable name. (#2389)
-
π README table now matches docs and auto-updates. (#2427, #2428)
26 April 2025
- π Dependency updates, including Python 3.13.3 (#2371)
24 March 2025
- π Workaround an issue with pyodide builds when running cibuildwheel with a Python that was installed via UV (#2328 via #2331)
- π Dependency updates, including a manylinux update that fixes an 'undefined symbol' error in gcc-toolset (#2334)
15 March 2025
β οΈ Added warnings when the shorthand valuesmanylinux1
,manylinux2010
,manylinux_2_24
, andmusllinux_1_1
are used to specify the images in linux builds. The shorthand to these (unmaintainted) images will be removed in v3.0. If you want to keep using these images, explicitly opt-in using the full image URL, which can be found in this file. (#2312)- π Dependency updates, including a manylinux update which fixes an issue with rustup. (#2315)
1 March 2025
- β¨ Adds official support for the new GitHub Actions Arm runners. In fact these worked out-of-the-box, now we include them in our tests and example configs. (#2135 via #2281)
- β¨ Adds support for building PyPy 3.11 wheels (#2268 via #2281)
- π Adopts the beta pypa/manylinux image for armv7l builds (#2269 via #2281)
- π Dependency updates, including Pyodide 0.27 (#2117 and #2281)
That's the last few versions.
βΉοΈ 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.
- Joe Rickerby @joerick
- Yannick Jadoul @YannickJadoul
- Matthieu Darbois @mayeut
- Henry Schreiner @henryiii
- Grzegorz Bokota @Czaki
cibuildwheel
stands on the shoulders of giants.
- βοΈ @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
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.