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title
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| Setup |
Build your wheel locally
Before starting to configure cibuildwheel, it's useful to try to build a wheel on your local machine. It's much easier to debug problems on your machine than inside a CI system!
Start with a clean checkout of your project, inside a new clean virtual
environment. Make sure your pip is up to date, and then invoke:
pip wheel -w wheelhouse .
If your build completes without a problem, you're in good shape! You can move on to the next step. Otherwise, you might have one of the following issues.
Missing build dependencies
If your build needs Python dependencies, you can resolve this by adding
package names to the
build-system.requires
section of your pyproject.toml. For example, if your project requires Cython
to build, your pyproject.toml might include a section like this:
[build-system]
requires = [
"setuptools>=42",
"wheel",
"Cython",
]
build-backend = "setuptools.build_meta"
If you have other dependencies, you should make a note of these, you'll be
able to install them using the cibuildwheel options CIBW_BEFORE_BUILD or
CIBW_BEFORE_ALL.
Actions you need to perform before building
You might need to run some other commands before building, like running a script that performs codegen or downloading some data that's not stored in your source tree. There are a couple ways to deal with this:
-
Incorporate this into your build process, by adding it to your package's
setup.py. You can add extra build steps using a structure like this:import subprocess import setuptools import setuptools.command.build_py class BuildPyCommand(setuptools.command.build_py.build_py): """Custom build command.""" def run(self): # your custom build steps here # e.g. # subprocess.run(['python', 'scripts/my_custom_script.py'], check=True) setuptools.command.build_py.build_py.run(self) setuptools.setup( cmdclass={ 'build_py': BuildPyCommand, }, # Usual setup() args. # ... )This method is usually preferred because in addition to adding being included in the wheel build process, it will help users building from source tarballs as well.
-
Alternatively, you can instruct cibuildwheel to run commands before building your wheel. Take a look at the cibuildwheel options
CIBW_BEFORE_BUILDorCIBW_BEFORE_ALL.
Environment variables
Your wheel build might need some environment variables to be set. Consider
incorporating these into setup.py to allow source tarballs to build (for
example, using extra_compile_args or
extra_link_args),
but otherwise, make a note of these for inclusion in the cibuildwheel option
CIBW_ENVIRONMENT.
Run cibuildwheel locally
If you've got Docker installed on your development machine, you can run a Linux build without even touching CI.
!!! tip Even Windows can run Linux containers these days, but there are a few hoops to jump through. Check this document for more info.
This is convenient as it's quicker to iterate, and because the builds are happening in manylinux Docker containers, they're perfectly reproducable.
Install cibuildwheel and run a build like this:
pip install cibuildwheel
cibuildwheel --platform linux
You should see the builds taking place. You can experiment with options by exporting environment variables, for example:
!!! tab "POSIX shell (Linux/macOS)"
```sh
# build only CPython 3.9
export CIBW_BUILD='cp39-*'
# run a command to set up the build system
export CIBW_BEFORE_ALL='apt install libpng-dev'
cibuildwheel --platform linux
```
!!! tab "CMD (Windows)"
```
# build only CPython 3.9
set CIBW_BUILD='cp39-*'
# run a command to set up the build system
set CIBW_BEFORE_ALL='apt install libpng-dev'
cibuildwheel --platform linux
```
Configure a CI service
GitHub Actions [linux/mac/windows] {: #github-actions}
To build Linux, Mac, and Windows wheels using GitHub Actions, create a .github/workflows/build_wheels.yml file in your repo.
!!! tab "Action"
For GitHub Actions, cibuildwheel provides an action you can use. This is
concise and enables easier auto updating via GitHub's Dependabot; see
Automatic updates.
> .github/workflows/build_wheels.yml
```yaml
{% include "../examples/github-minimal.yml" %}
```
You can use `env:` with the action just like you would with `run:`; you can
also use `with:` to set the command line options: `package-dir: .` and
`output-dir: wheelhouse` (those values are the defaults).
!!! tab "pipx" The GitHub Actions runners have pipx installed, so you can easily build in just one line. This is internally how the action works; the main benefit of the action form is easy updates via GitHub's Dependabot.
> .github/workflows/build_wheels.yml
```yaml
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-10.15]
steps:
- uses: actions/checkout@v2
- name: Build wheels
run: pipx run cibuildwheel==2.0.0a3
- uses: actions/upload-artifact@v2
with:
path: ./wheelhouse/*.whl
```
!!! tab "Generic" This is the most generic form using setup-python and pip; it looks the most like the other CI examples. If you want to avoid having setup that takes advantage of GitHub Actions features or pipx being preinstalled, this might appeal to you.
> .github/workflows/build_wheels.yml
```yaml
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-10.15]
steps:
- uses: actions/checkout@v2
# Used to host cibuildwheel
- uses: actions/setup-python@v2
- name: Install cibuildwheel
run: python -m pip install cibuildwheel==2.0.0a3
- name: Build wheels
run: python -m cibuildwheel --output-dir wheelhouse
- uses: actions/upload-artifact@v2
with:
path: ./wheelhouse/*.whl
```
Commit this file, and push to GitHub - either to your default branch, or to a PR branch. The build should start automatically.
For more info on this file, check out the docs.
examples/github-deploy.yml extends this minimal example with a demonstration of how to automatically upload the built wheels to PyPI.
Azure Pipelines [linux/mac/windows] {: #azure-pipelines}
To build Linux, Mac, and Windows wheels on Azure Pipelines, create a azure-pipelines.yml file in your repo.
azure-pipelines.yml
{% include "../examples/azure-pipelines-minimal.yml" %}
Commit this file, enable building of your repo on Azure Pipelines, and push.
Wheels will be stored for you and available through the Pipelines interface. For more info on this file, check out the docs.
Travis CI [linux/windows] {: #travis-ci}
To build Linux and Windows wheels on Travis CI, create a .travis.yml file in your repo.
.travis.yml
{% include "../examples/travis-ci-minimal.yml" %}
Commit this file, enable building of your repo on Travis CI, and push.
Then setup a deployment method by following the Travis CI deployment docs, or see Delivering to PyPI. For more info on .travis.yml, check out the docs.
examples/travis-ci-deploy.yml extends this minimal example with a demonstration of how to automatically upload the built wheels to PyPI.
AppVeyor [linux/mac/windows] {: #appveyor}
To build Linux, Mac, and Windows wheels on AppVeyor, create an appveyor.yml file in your repo.
appveyor.yml
{% include "../examples/appveyor-minimal.yml" %}
Commit this file, enable building of your repo on AppVeyor, and push.
AppVeyor will store the built wheels for you - you can access them from the project console. Alternatively, you may want to store them in the same place as the Travis CI build. See AppVeyor deployment docs for more info, or see Delivering to PyPI below.
For more info on this config file, check out the docs.
CircleCI [linux/mac] {: #circleci}
To build Linux and Mac wheels on CircleCI, create a .circleci/config.yml file in your repo,
.circleci/config.yml
{% include "../examples/circleci-minimal.yml" %}
Commit this file, enable building of your repo on CircleCI, and push.
!!! note CircleCI doesn't enable free macOS containers for open source by default, but you can ask for access. See here for more information.
CircleCI will store the built wheels for you - you can access them from the project console. Check out the CircleCI docs for more info on this config file.
Gitlab CI [linux] {: #gitlab-ci}
To build Linux wheels on Gitlab CI, create a .gitlab-ci.yml file in your repo,
.gitlab-ci.yml
{% include "../examples/gitlab-minimal.yml" %}
Commit this file, and push to Gitlab. The pipeline should start automatically.
Gitlab will store the built wheels for you - you can access them from the Pipelines view. Check out the Gitlab docs for more info on this config file.
⚠️ Got an error? Check the FAQ.
Further setup
Once you've got the wheel building successfully, you might want to set up testing or automatic releases to PyPI.
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