## Setting options cibuildwheel can either be configured using environment variables, or from config file such as `pyproject.toml`. ### Environment variables {: #environment-variables} Environment variables can be set in your CI config. For example, to configure cibuildwheel to run tests, add the following YAML to your CI config file: !!! tab "GitHub Actions" > .github/workflows/*.yml ([docs](https://help.github.com/en/actions/configuring-and-managing-workflows/using-environment-variables)) (can be global, in job, or in step) ```yaml env: CIBW_TEST_REQUIRES: pytest CIBW_TEST_COMMAND: "pytest {project}/tests" ``` !!! tab "Azure Pipelines" > azure-pipelines.yml ([docs](https://docs.microsoft.com/en-us/azure/devops/pipelines/process/variables)) ```yaml variables: CIBW_TEST_REQUIRES: pytest CIBW_TEST_COMMAND: "pytest {project}/tests" ``` !!! tab "Travis CI" > .travis.yml ([docs](https://docs.travis-ci.com/user/environment-variables/)) ```yaml env: global: - CIBW_TEST_REQUIRES=pytest - CIBW_TEST_COMMAND="pytest {project}/tests" ``` !!! tab "AppVeyor" > appveyor.yml ([docs](https://www.appveyor.com/docs/build-configuration/#environment-variables)) ```yaml environment: global: CIBW_TEST_REQUIRES: pytest CIBW_TEST_COMMAND: "pytest {project}\\tests" ``` !!! tab "CircleCI" > .circleci/config.yml ([docs](https://circleci.com/docs/2.0/configuration-reference/#environment)) ```yaml jobs: job_name: environment: CIBW_TEST_REQUIRES: pytest CIBW_TEST_COMMAND: "pytest {project}/tests" ``` !!! tab "Gitlab CI" > .gitlab-ci.yml ([docs](https://docs.gitlab.com/ee/ci/variables/README.html#create-a-custom-variable-in-gitlab-ciyml)) ```yaml linux: variables: CIBW_TEST_REQUIRES: pytest CIBW_TEST_COMMAND: "pytest {project}/tests" ``` ### Configuration file {: #configuration-file} You can configure cibuildwheel with a config file, such as `pyproject.toml`. Options have the same names as the environment variable overrides, but are placed in `[tool.cibuildwheel]` and are lower case, with dashes, following common [TOML][] practice. Anything placed in subsections `linux`, `windows`, or `macos` will only affect those platforms. Lists can be used instead of strings for items that are natually a list. Multiline strings also work just like in in the environment variables. Environment variables will take precedence if defined. The example above using environment variables could have been written like this: ```toml [tool.cibuildwheel] test-requires = "pytest" test-command = "pytest {project}/tests" ``` The complete set of defaults for the current version of cibuildwheel are shown below: ```toml {% include "../cibuildwheel/resources/defaults.toml" %} ``` !!! tip Static configuration works across all CI systems, and can be used locally if you run `cibuildwheel --plat linux`. This is preferred, but environment variables are better if you need to change per-matrix element (`CIBW_BUILD` is often in this category, for example), or if you cannot or do not want to change a `pyproject.toml` file. You can specify a different file to use with `--config-file` on the command line, as well. ### Configuration overrides {: #overrides } One feature specific to the configuration files is the ability to override settings based on selectors. To use, add a ``tool.cibuildwheel.overrides`` array, and specify a ``select`` string. Then any options you set will only apply to items that match that selector. These are applied in order, with later matches overriding earlier ones if multiple selectors match. Environment variables always override static configuration. A few of the options below have special handling in overrides. A different `before-all` will trigger a new docker launch on Linux, and cannot be overridden on macOS or Windows. Overriding the image on linux will also generate new docker launches, one per image. Some commands are not supported; `output-dir`, build/skip/test_skip selectors, and architectures cannot be overridden. ##### Examples: ```toml [tool.cibuildwheel.linux] before-all = "yum install mylib" test-command = "echo 'installed'" [[tool.cibuildwheel.overrides]] select = "*-musllinux*" before-all = "apk add mylib" ``` This example will override the before-all command on musllinux only, but will still run the test-command. Note the double brackets, this is an array in TOML, which means it can be given multiple times. ```toml [tool.cibuildwheel] # Normal options, etc. manylinux-x86_64-image = "manylinux2014" [[tool.cibuildwheel.overrides]] select = "cp36-*" manylinux-x86_64-image = "manylinux1" [[tool.cibuildwheel.overrides]] select = "cp3{7,8,9}-*" manylinux-x86_64-image = "manylinux2010" ``` This example will build CPython 3.6 wheels on manylinux1, CPython 3.7-3.9 wheels on manylinux2010, and manylinux2014 wheels for any newer Python (like 3.10). ## Options summary
## Build selection ### `CIBW_PLATFORM` {: #platform} > Override the auto-detected target platform Options: `auto` `linux` `macos` `windows` Default: `auto` `auto` will auto-detect platform using environment variables, such as `TRAVIS_OS_NAME`/`APPVEYOR`/`CIRCLECI`. - For `linux`, you need Docker running, on Linux, macOS, or Windows. - For `macos` and `windows`, you need to be running on the respective system, with a working compiler toolchain installed - Xcode Command Line tools for macOS, and MSVC for Windows. This option can also be set using the [command-line option](#command-line) `--platform`. This option is not available in the `pyproject.toml` config. !!! tip You can use this option to locally debug your cibuildwheel config, instead of pushing to CI to test every change. For example: ```bash export CIBW_BUILD='cp37-*' export CIBW_TEST_COMMAND='pytest {package}/tests' cibuildwheel --platform linux . ``` This is even more convenient if you store your cibuildwheel config in [`pyproject.toml`](#configuration-file). ### `CIBW_BUILD`, `CIBW_SKIP` {: #build-skip} > Choose the Python versions to build List of builds to build and skip. Each build has an identifier like `cp38-manylinux_x86_64` or `cp37-macosx_x86_64` - you can list specific ones to build and cibuildwheel will only build those, and/or list ones to skip and cibuildwheel won't try to build them. When both options are specified, both conditions are applied and only builds with a tag that matches `CIBW_BUILD` and does not match `CIBW_SKIP` will be built. When setting the options, you can use shell-style globbing syntax, as per [fnmatch](https://docs.python.org/3/library/fnmatch.html) with the addition of curly bracket syntax `{option1,option2}`, provided by [bracex](https://pypi.org/project/bracex/). All the build identifiers supported by cibuildwheel are shown below:
| | macOS | Windows | Linux Intel | Linux Other | |--------------|------------------------------------------------------------------------|-----------------------------------------------------|-----------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------| | Python 3.6 | cp36-macosx_x86_64 | cp36-win_amd64
cp36-win32 | cp36-manylinux_x86_64
cp36-manylinux_i686
cp36-musllinux_x86_64
cp36-musllinux_i686 | cp36-manylinux_aarch64
cp36-manylinux_ppc64le
cp36-manylinux_s390x
cp36-musllinux_aarch64
cp36-musllinux_ppc64le
cp36-musllinux_s390x | | Python 3.7 | cp37-macosx_x86_64 | cp37-win_amd64
cp37-win32 | cp37-manylinux_x86_64
cp37-manylinux_i686
cp37-musllinux_x86_64
cp37-musllinux_i686 | cp37-manylinux_aarch64
cp37-manylinux_ppc64le
cp37-manylinux_s390x
cp37-musllinux_aarch64
cp37-musllinux_ppc64le
cp37-musllinux_s390x | | Python 3.8 | cp38-macosx_x86_64
cp38-macosx_universal2
cp38-macosx_arm64 | cp38-win_amd64
cp38-win32 | cp38-manylinux_x86_64
cp38-manylinux_i686
cp38-musllinux_x86_64
cp38-musllinux_i686 | cp38-manylinux_aarch64
cp38-manylinux_ppc64le
cp38-manylinux_s390x
cp38-musllinux_aarch64
cp38-musllinux_ppc64le
cp38-musllinux_s390x | | Python 3.9 | cp39-macosx_x86_64
cp39-macosx_universal2
cp39-macosx_arm64 | cp39-win_amd64
cp39-win32
cp39-win_arm64 | cp39-manylinux_x86_64
cp39-manylinux_i686
cp39-musllinux_x86_64
cp39-musllinux_i686 | cp39-manylinux_aarch64
cp39-manylinux_ppc64le
cp39-manylinux_s390x
cp39-musllinux_aarch64
cp39-musllinux_ppc64le
cp39-musllinux_s390x | | Python 3.10 | cp310-macosx_x86_64
cp310-macosx_universal2
cp310-macosx_arm64 | cp310-win_amd64
cp310-win32
cp310-win_arm64 | cp310-manylinux_x86_64
cp310-manylinux_i686
cp310-musllinux_x86_64
cp310-musllinux_i686 | cp310-manylinux_aarch64
cp310-manylinux_ppc64le
cp310-manylinux_s390x
cp310-musllinux_aarch64
cp310-musllinux_ppc64le
cp310-musllinux_s390x | | Python 3.11 | cp311-macosx_x86_64
cp311-macosx_universal2
cp311-macosx_arm64 | cp311-win_amd64
cp311-win32
cp311-win_arm64 | cp311-manylinux_x86_64
cp311-manylinux_i686
cp311-musllinux_x86_64
cp311-musllinux_i686 | cp311-manylinux_aarch64
cp311-manylinux_ppc64le
cp311-manylinux_s390x
cp311-musllinux_aarch64
cp311-musllinux_ppc64le
cp311-musllinux_s390x | | PyPy3.7 v7.3 | pp37-macosx_x86_64 | pp37-win_amd64 | pp37-manylinux_x86_64
pp37-manylinux_i686 | pp37-manylinux_aarch64 | | PyPy3.8 v7.3 | pp38-macosx_x86_64 | pp38-win_amd64 | pp38-manylinux_x86_64
pp38-manylinux_i686 | pp38-manylinux_aarch64 | | PyPy3.9 v7.3 | pp39-macosx_x86_64 | pp39-win_amd64 | pp39-manylinux_x86_64
pp39-manylinux_i686 | pp39-manylinux_aarch64 | The list of supported and currently selected build identifiers can also be retrieved by passing the `--print-build-identifiers` flag to cibuildwheel. The format is `python_tag-platform_tag`, with tags similar to those in [PEP 425](https://www.python.org/dev/peps/pep-0425/#details). For CPython, the minimally supported macOS version is 10.9; for PyPy 3.7, macOS 10.13 or higher is required. Windows arm64 platform support is experimental. See the [cibuildwheel 1 documentation](https://cibuildwheel.readthedocs.io/en/1.x/) for past end of life versions of Python, and PyPy2.7. #### Examples !!! tab examples "Environment variables" ```yaml # Only build on CPython 3.6 CIBW_BUILD: cp36-* # Skip building on CPython 3.6 on the Mac CIBW_SKIP: cp36-macosx_x86_64 # Skip building on CPython 3.8 on the Mac CIBW_SKIP: cp38-macosx_x86_64 # Skip building on CPython 3.6 on all platforms CIBW_SKIP: cp36-* # Skip CPython 3.6 on Windows CIBW_SKIP: cp36-win* # Skip CPython 3.6 on 32-bit Windows CIBW_SKIP: cp36-win32 # Skip CPython 3.6 and CPython 3.7 CIBW_SKIP: cp36-* cp37-* # Skip Python 3.6 on Linux CIBW_SKIP: cp36-manylinux* # Skip 32-bit builds CIBW_SKIP: "*-win32 *-manylinux_i686" # Disable building PyPy wheels on all platforms CIBW_SKIP: pp* ``` Separate multiple selectors with a space. !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Only build on CPython 3.6 build = "cp36-*" # Skip building on CPython 3.6 on the Mac skip = "cp36-macosx_x86_64" # Skip building on CPython 3.8 on the Mac skip = "cp38-macosx_x86_64" # Skip building on CPython 3.6 on all platforms skip = "cp36-*" # Skip CPython 3.6 on Windows skip = "cp36-win*" # Skip CPython 3.6 on 32-bit Windows skip = "cp36-win32" # Skip CPython 3.6 and CPython 3.7 skip = ["cp36-*", "cp37-*"] # Skip Python 3.6 on Linux skip = "cp36-manylinux*" # Skip 32-bit builds skip = ["*-win32", "*-manylinux_i686"] # Disable building PyPy wheels on all platforms skip = "pp*" ``` It is generally recommended to set `CIBW_BUILD` as an environment variable, though `skip` tends to be useful in a config file; you can statically declare that you don't support pypy, for example. ### `CIBW_ARCHS` {: #archs} > Change the architectures built on your machine by default. A list of architectures to build. On macOS, this option can be used to cross-compile between `x86_64`, `universal2` and `arm64` for Apple Silicon support. On Linux, this option can be used to build non-native architectures under emulation. See [this guide](faq.md#emulation) for more information. Options: - Linux: `x86_64` `i686` `aarch64` `ppc64le` `s390x` - macOS: `x86_64` `arm64` `universal2` - Windows: `AMD64` `x86` - `auto`: The default archs for your machine - see the table below. - `auto64`: Just the 64-bit auto archs - `auto32`: Just the 32-bit auto archs - `native`: the native arch of the build machine - Matches [`platform.machine()`](https://docs.python.org/3/library/platform.html#platform.machine). - `all` : expands to all the architectures supported on this OS. You may want to use [CIBW_BUILD](#build-skip) with this option to target specific architectures via build selectors. Default: `auto` | Runner | `native` | `auto` | `auto64` | `auto32` | |---|---|---|---|---| | Linux / Intel | `x86_64` | `x86_64` `i686` | `x86_64` | `i686` | | Windows / Intel | `AMD64` | `AMD64` `x86` | `AMD64` | `x86` | | macOS / Intel | `x86_64` | `x86_64` | `x86_64` | | | macOS / Apple Silicon | `arm64` | `arm64` `universal2` | `arm64` `universal2`| | If not listed above, `auto` is the same as `native`. [setup-qemu-action]: https://github.com/docker/setup-qemu-action [binfmt]: https://hub.docker.com/r/tonistiigi/binfmt Platform-specific environment variables are also available:
`CIBW_ARCHS_MACOS` | `CIBW_ARCHS_WINDOWS` | `CIBW_ARCHS_LINUX` This option can also be set using the [command-line option](#command-line) `--archs`. This option cannot be set in an `overrides` section in `pyproject.toml`. #### Examples !!! tab examples "Environment variables" ```yaml # Build `universal2` and `arm64` wheels on an Intel runner. # Note that the `arm64` wheel and the `arm64` part of the `universal2` # wheel cannot be tested in this configuration. CIBW_ARCHS_MACOS: "x86_64 universal2 arm64" # On an Linux Intel runner with qemu installed, build Intel and ARM wheels CIBW_ARCHS_LINUX: "auto aarch64" ``` Separate multiple archs with a space. !!! tab examples "pyproject.toml" ```toml # Build `universal2` and `arm64` wheels on an Intel runner. # Note that the `arm64` wheel and the `arm64` part of the `universal2` # wheel cannot be tested in this configuration. [tool.cibuildwheel.macos] archs = ["x86_64", "universal2", "arm64"] # On an Linux Intel runner with qemu installed, build Intel and ARM wheels [tool.cibuildwheel.linux] archs = ["auto", "aarch64"] ``` It is generally recommended to use the environment variable or command-line option for Linux, as selecting archs often depends on your specific runner having qemu installed. ### `CIBW_PROJECT_REQUIRES_PYTHON` {: #requires-python} > Manually set the Python compatibility of your project By default, cibuildwheel reads your package's Python compatibility from `pyproject.toml` following the [project metadata specification](https://packaging.python.org/en/latest/specifications/declaring-project-metadata/) or from `setup.cfg`; finally it will try to inspect the AST of `setup.py` for a simple keyword assignment in a top level function call. If you need to override this behaviour for some reason, you can use this option. When setting this option, the syntax is the same as `project.requires-python`, using 'version specifiers' like `>=3.6`, according to [PEP440](https://www.python.org/dev/peps/pep-0440/#version-specifiers). Default: reads your package's Python compatibility from `pyproject.toml` (`project.requires-python`) or `setup.cfg` (`options.python_requires`) or `setup.py` `setup(python_requires="...")`. If not found, cibuildwheel assumes the package is compatible with all versions of Python that it can build. !!! note Rather than using this environment variable, it's recommended you set this value statically in a way that your build backend can use it, too. This ensures that your package's metadata is correct when published on PyPI. This cibuildwheel-specific option is provided as an override, and therefore is only available in environment variable form. - If you have a `pyproject.toml` containing a `[project]` table, you can specify `requires-python` there. ```toml [project] ... requires-python = ">=3.6" ``` Note that not all build backends fully support using a `[project]` table yet; specifically setuptools just added experimental support in version 61. Adding `[project]` to `pyproject.toml` requires all the other supported values to be specified there, or to be listed in `dynamic`. - If you're using setuptools, [you can set this value in `setup.cfg` (preferred) or `setup.py`](https://setuptools.pypa.io/en/latest/userguide/dependency_management.html#python-requirement) and cibuildwheel will read it from there. #### Examples !!! tab examples "Environment variables" ```yaml CIBW_PROJECT_REQUIRES_PYTHON: ">=3.6" ``` ### `CIBW_PRERELEASE_PYTHONS` {: #prerelease-pythons} > Enable building with pre-release versions of Python if available During the beta period, when new versions of Python are being tested, cibuildwheel will often gain early support for beta releases. If you would like to test wheel building with these versions, you can enable this flag. !!! caution This option is provided for testing purposes only. It is not recommended to distribute wheels built when `CIBW_PRERELEASE_PYTHONS` is set, such as uploading to PyPI. Please _do not_ upload these wheels to PyPI, as they are not guaranteed to work with the final Python release. Once Python is ABI stable and enters the release candidate phase, that version of Python will become available without this flag. Default: Off (0) if Python is available in beta phase. No effect otherwise. This option can also be set using the [command-line option](#command-line) `--prerelease-pythons`. This option is not available in the `pyproject.toml` config. #### Examples !!! tab examples "Environment variables" ```yaml # Include latest Python beta CIBW_PRERELEASE_PYTHONS: True ``` ## Build customization ### `CIBW_BUILD_FRONTEND` {: #build-frontend} > Set the tool to use to build, either "pip" (default for now) or "build" Choose which build backend to use. Can either be "pip", which will run `python -m pip wheel`, or "build", which will run `python -m build --wheel`. !!! tip Until v2.0.0, [pip] was the only way to build wheels, and is still the default. However, we expect that at some point in the future, cibuildwheel will change the default to [build], in line with the PyPA's recommendation. If you want to try `build` before this, you can use this option. [pip]: https://pip.pypa.io/en/stable/cli/pip_wheel/ [build]: https://github.com/pypa/build/ #### Examples !!! tab examples "Environment variables" ```yaml # Switch to using build CIBW_BUILD_FRONTEND: "build" # Ensure pip is used even if the default changes in the future CIBW_BUILD_FRONTEND: "pip" ``` !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Switch to using build build-frontend = "build" # Ensure pip is used even if the default changes in the future build-frontend = "pip" ``` ### `CIBW_ENVIRONMENT` {: #environment} > Set environment variables needed during the build A list of environment variables to set during the build. Bash syntax should be used, even on Windows. You must set this variable to pass variables to Linux builds (since they execute in a Docker container). It also works for the other platforms. You can use `$PATH` syntax to insert other variables, or the `$(pwd)` syntax to insert the output of other shell commands. To specify more than one environment variable, separate the assignments by spaces. Platform-specific environment variables are also available:
`CIBW_ENVIRONMENT_MACOS` | `CIBW_ENVIRONMENT_WINDOWS` | `CIBW_ENVIRONMENT_LINUX` #### Examples !!! tab examples "Environment variables" ```yaml # Set some compiler flags CIBW_ENVIRONMENT: CFLAGS='-g -Wall' CXXFLAGS='-Wall' # Append a directory to the PATH variable (this is expanded in the build environment) CIBW_ENVIRONMENT: PATH=$PATH:/usr/local/bin # Prepend a directory containing spaces on Windows. CIBW_ENVIRONMENT_WINDOWS: > PATH="C:\\Program Files\\PostgreSQL\\13\\bin;$PATH" # Set BUILD_TIME to the output of the `date` command CIBW_ENVIRONMENT: BUILD_TIME="$(date)" # Supply options to `pip` to affect how it downloads dependencies CIBW_ENVIRONMENT: PIP_EXTRA_INDEX_URL=https://pypi.myorg.com/simple # Set two flags on linux only CIBW_ENVIRONMENT_LINUX: BUILD_TIME="$(date)" SAMPLE_TEXT="sample text" ``` Separate multiple values with a space. !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Set some compiler flags environment = "CFLAGS='-g -Wall' CXXFLAGS='-Wall'" # Set some compiler flags using a TOML table environment = { CFLAGS="-g -Wall", CXXFLAGS="-Wall" } # Append a directory to the PATH variable (this is expanded in the build environment) environment = { PATH="$PATH:/usr/local/bin" } # Prepend a directory containing spaces on Windows. [tool.cibuildwheel.windows] environment = { PATH='C:\\Program Files\\PostgreSQL\\13\\bin;$PATH' } # Set BUILD_TIME to the output of the `date` command environment = { BUILD_TIME="$(date)" } # Supply options to `pip` to affect how it downloads dependencies environment = { PIP_EXTRA_INDEX_URL="https://pypi.myorg.com/simple" } # Set two flags on linux only [tool.cibuildwheel.linux] environment = { BUILD_TIME="$(date)", SAMPLE_TEXT="sample text" } # Alternate form with out-of-line table for setting a few values [tool.cibuildwheel.linux.environment] BUILD_TIME = "$(date)" SAMPLE_TEXT = "sample text" ``` In configuration mode, you can use a [TOML][] table instead of a raw string as shown above. !!! note cibuildwheel always defines the environment variable `CIBUILDWHEEL=1`. This can be useful for [building wheels with optional extensions](faq.md#building-packages-with-optional-c-extensions). ### `CIBW_ENVIRONMENT_PASS_LINUX` {: #environment-pass} > Set environment variables on the host to pass-through to the container during the build. A list of environment variables to pass into the linux container during the build. It has no affect on the other platforms, which can already access all environment variables directly. To specify more than one environment variable, separate the variable names by spaces. #### Examples !!! tab examples "Environment passthrough" ```yaml # Export a variable CIBW_ENVIRONMENT_PASS_LINUX: CFLAGS # Set two flags variables CIBW_ENVIRONMENT_PASS_LINUX: BUILD_TIME SAMPLE_TEXT ``` Separate multiple values with a space. !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel.linux] # Export a variable environment-pass = ["CFLAGS"] # Set two flags variables environment-pass = ["BUILD_TIME", "SAMPLE_TEXT"] ``` In configuration mode, you can use a [TOML][] list instead of a raw string as shown above. ### `CIBW_BEFORE_ALL` {: #before-all} > Execute a shell command on the build system before any wheels are built. Shell command to prepare a common part of the project (e.g. build or install libraries which does not depend on the specific version of Python). This option is very useful for the Linux build, where builds take place in isolated Docker containers managed by cibuildwheel. This command will run inside the container before the wheel builds start. Note, if you're building both `x86_64` and `i686` wheels (the default), your build uses two different Docker images. In that case, this command will execute twice - once per build container. The placeholder `{package}` can be used here; it will be replaced by the path to the package being built by cibuildwheel. On Windows and macOS, the version of Python available inside `CIBW_BEFORE_ALL` is whatever is available on the host machine. On Linux, a modern Python version is available on PATH. This option has special behavior in the overrides section in `pyproject.toml`. On linux, overriding it triggers a new docker launch. It cannot be overridden on macOS and Windows. Platform-specific environment variables also available:
`CIBW_BEFORE_ALL_MACOS` | `CIBW_BEFORE_ALL_WINDOWS` | `CIBW_BEFORE_ALL_LINUX` #### Examples !!! tab examples "Environment variables" ```yaml # Build third party library CIBW_BEFORE_ALL: make -C third_party_lib # Install system library CIBW_BEFORE_ALL_LINUX: yum install -y libffi-devel # Chain multiple commands using && and > in a YAML file, like: CIBW_BEFORE_ALL: > yum install bzip2 -y && make third_party ``` For multiline commands, see the last example. The character `>` means that whitespace is collapsed to a single line, and '&&' between each command ensures that errors are not ignored. [Further reading on multiline YAML here.](https://yaml-multiline.info). !!! tab examples "pyproject.toml" ```toml # Build third party library [tool.cibuildwheel] before-all = "make -C third_party_lib" # Install system library [tool.cibuildwheel.linux] before-all = "yum install -y libffi-devel" # Run multiple commands using an array before-all = [ "yum install bzip2 -y", "make third_party", ] ``` In configuration files, you can use a TOML array, and each line will be run sequentially - joined with `&&`. Note that manylinux2_24 builds occur inside a Debian9 docker, where manylinux2010 and manylinux2014 builds occur inside a CentOS one. So for `manylinux2_24` the `CIBW_BEFORE_ALL_LINUX` command must use `apt-get -y` instead. ### `CIBW_BEFORE_BUILD` {: #before-build} > Execute a shell command preparing each wheel's build A shell command to run before building the wheel. This option allows you to run a command in **each** Python environment before the `pip wheel` command. This is useful if you need to set up some dependency so it's available during the build. If dependencies are required to build your wheel (for example if you include a header from a Python module), instead of using this command, we recommend adding requirements to a `pyproject.toml` file's `build-system.requires` array instead. This is reproducible, and users who do not get your wheels (such as Alpine or ClearLinux users) will still benefit. The active Python binary can be accessed using `python`, and pip with `pip`; cibuildwheel makes sure the right version of Python and pip will be executed. The placeholder `{package}` can be used here; it will be replaced by the path to the package being built by cibuildwheel. The command is run in a shell, so you can write things like `cmd1 && cmd2`. Platform-specific environment variables are also available:
`CIBW_BEFORE_BUILD_MACOS` | `CIBW_BEFORE_BUILD_WINDOWS` | `CIBW_BEFORE_BUILD_LINUX` #### Examples !!! tab examples "Environment variables" ```yaml # Install something required for the build (you might want to use pyproject.toml instead) CIBW_BEFORE_BUILD: pip install pybind11 # Chain commands using && CIBW_BEFORE_BUILD_LINUX: python scripts/install-deps.py && make clean # Run a script that's inside your project CIBW_BEFORE_BUILD: bash scripts/prepare_for_build.sh # If cibuildwheel is called with a package_dir argument, it's available as {package} CIBW_BEFORE_BUILD: "{package}/script/prepare_for_build.sh" ``` !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Install something required for the build # (you might want to use build-system.requires instead) before-build = "pip install pybind11" # Chain commands using && or make an array. before-build = "python scripts/install-deps.py && make clean" before-build = [ "python scripts/install-deps.py", "make clean", ] # Run a script that's inside your project before-build = "bash scripts/prepare_for_build.sh" # If cibuildwheel is called with a package_dir argument, it's available as {package} before-build = "{package}/script/prepare_for_build.sh" ``` In configuration mode, you can use a array, and the items will be joined with `&&`. In TOML, using a single-quote string will avoid escapes - useful for Windows paths. !!! note If you need Python dependencies installed for the build, we recommend using `pyproject.toml`'s `build-system.requires` instead. This is an example `pyproject.toml` file: [build-system] requires = [ "setuptools>=42", "wheel", "Cython", "numpy==1.13.3; python_version<'3.5'", "oldest-supported-numpy; python_version>='3.5'", ] build-backend = "setuptools.build_meta" This [PEP 517][]/[PEP 518][] style build allows you to completely control the build environment in cibuildwheel, [PyPA-build][], and pip, doesn't force downstream users to install anything they don't need, and lets you do more complex pinning (Cython, for example, requires a wheel to be built with an equal or earlier version of NumPy; pinning in this way is the only way to ensure your module works on all available NumPy versions). [PyPA-build]: https://pypa-build.readthedocs.io/en/latest/ [PEP 517]: https://www.python.org/dev/peps/pep-0517/ [PEP 518]: https://www.python.org/dev/peps/pep-0517/ ### `CIBW_REPAIR_WHEEL_COMMAND` {: #repair-wheel-command} > Execute a shell command to repair each built wheel Default: - on Linux: `'auditwheel repair -w {dest_dir} {wheel}'` - on macOS: `'delocate-listdeps {wheel} && delocate-wheel --require-archs {delocate_archs} -w {dest_dir} {wheel}'` - on Windows: `''` A shell command to repair a built wheel by copying external library dependencies into the wheel tree and relinking them. The command is run on each built wheel (except for pure Python ones) before testing it. The following placeholders must be used inside the command and will be replaced by cibuildwheel: - `{wheel}` for the absolute path to the built wheel - `{dest_dir}` for the absolute path of the directory where to create the repaired wheel - `{delocate_archs}` (macOS only) comma-separated list of architectures in the wheel. The command is run in a shell, so you can run multiple commands like `cmd1 && cmd2`. Platform-specific environment variables are also available:
`CIBW_REPAIR_WHEEL_COMMAND_MACOS` | `CIBW_REPAIR_WHEEL_COMMAND_WINDOWS` | `CIBW_REPAIR_WHEEL_COMMAND_LINUX` !!! tip cibuildwheel doesn't yet ship a default repair command for Windows. **If that's an issue for you, check out [delvewheel]** - a new package that aims to do the same as auditwheel or delocate for Windows. Because delvewheel is still relatively early-stage, cibuildwheel does not yet run it by default. However, we'd recommend giving it a try! See the examples below for usage. [Delvewheel]: https://github.com/adang1345/delvewheel #### Examples !!! tab examples "Environment variables" ```yaml # Use delvewheel on windows CIBW_BEFORE_BUILD_WINDOWS: "pip install delvewheel" CIBW_REPAIR_WHEEL_COMMAND_WINDOWS: "delvewheel repair -w {dest_dir} {wheel}" # Don't repair macOS wheels CIBW_REPAIR_WHEEL_COMMAND_MACOS: "" # Pass the `--lib-sdir .` flag to auditwheel on Linux CIBW_REPAIR_WHEEL_COMMAND_LINUX: "auditwheel repair --lib-sdir . -w {dest_dir} {wheel}" # Multi-line example - use && to join on all platforms CIBW_REPAIR_WHEEL_COMMAND: > python scripts/repair_wheel.py -w {dest_dir} {wheel} && python scripts/check_repaired_wheel.py -w {dest_dir} {wheel} ``` !!! tab examples "pyproject.toml" ```toml # Use delvewheel on windows [tool.cibuildwheel.windows] before-build = "pip install delvewheel" repair-wheel-command = "delvewheel repair -w {dest_dir} {wheel}" # Don't repair macOS wheels [tool.cibuildwheel.macos] repair-wheel-command = "" # Pass the `--lib-sdir .` flag to auditwheel on Linux [tool.cibuildwheel.linux] repair-wheel-command = "auditwheel repair --lib-sdir . -w {dest_dir} {wheel}" # Multi-line example [tool.cibuildwheel] repair-wheel-command = [ 'python scripts/repair_wheel.py -w {dest_dir} {wheel}', 'python scripts/check_repaired_wheel.py -w {dest_dir} {wheel}', ] ``` In configuration mode, you can use an inline array, and the items will be joined with `&&`. ### `CIBW_MANYLINUX_*_IMAGE`, `CIBW_MUSLLINUX_*_IMAGE` {: #linux-image} > Specify alternative manylinux / musllinux Docker images The available options are (default value): - `CIBW_MANYLINUX_X86_64_IMAGE` ([`quay.io/pypa/manylinux2014_x86_64`](https://quay.io/pypa/manylinux2014_x86_64)) - `CIBW_MANYLINUX_I686_IMAGE` ([`quay.io/pypa/manylinux2014_i686`](https://quay.io/pypa/manylinux2014_i686)) - `CIBW_MANYLINUX_PYPY_X86_64_IMAGE` ([`quay.io/pypa/manylinux2014_x86_64`](https://quay.io/pypa/manylinux2014_x86_64)) - `CIBW_MANYLINUX_AARCH64_IMAGE` ([`quay.io/pypa/manylinux2014_aarch64`](https://quay.io/pypa/manylinux2014_aarch64)) - `CIBW_MANYLINUX_PPC64LE_IMAGE` ([`quay.io/pypa/manylinux2014_ppc64le`](https://quay.io/pypa/manylinux2014_ppc64le)) - `CIBW_MANYLINUX_S390X_IMAGE` ([`quay.io/pypa/manylinux2014_s390x`](https://quay.io/pypa/manylinux2014_s390x)) - `CIBW_MANYLINUX_PYPY_AARCH64_IMAGE` ([`quay.io/pypa/manylinux2014_aarch64`](https://quay.io/pypa/manylinux2014_aarch64)) - `CIBW_MANYLINUX_PYPY_I686_IMAGE` ([`quay.io/pypa/manylinux2014_i686`](https://quay.io/pypa/manylinux2014_i686)) - `CIBW_MUSLLINUX_X86_64_IMAGE` ([`quay.io/pypa/musllinux_1_1_x86_64`](https://quay.io/pypa/musllinux_1_1_x86_64)) - `CIBW_MUSLLINUX_I686_IMAGE` ([`quay.io/pypa/musllinux_1_1_i686`](https://quay.io/pypa/musllinux_1_1_i686)) - `CIBW_MUSLLINUX_AARCH64_IMAGE` ([`quay.io/pypa/musllinux_1_1_aarch64`](https://quay.io/pypa/musllinux_1_1_aarch64)) - `CIBW_MUSLLINUX_PPC64LE_IMAGE` ([`quay.io/pypa/musllinux_1_1_ppc64le`](https://quay.io/pypa/musllinux_1_1_ppc64le)) - `CIBW_MUSLLINUX_S390X_IMAGE` ([`quay.io/pypa/musllinux_1_1_s390x`](https://quay.io/pypa/musllinux_1_1_s390x)) Set an alternative Docker image to be used for building [manylinux / musllinux](https://github.com/pypa/manylinux) wheels. For `CIBW_MANYLINUX_*_IMAGE`, the value of this option can either be set to `manylinux1`, `manylinux2010`, `manylinux2014` or `manylinux_2_24` to use a pinned version of the [official manylinux images](https://github.com/pypa/manylinux). Alternatively, set these options to any other valid Docker image name. For PyPy, the `manylinux1` image is not available. For architectures other than x86 (x86\_64 and i686) `manylinux2014` or `manylinux_2_24` must be used, because the first version of the manylinux specification that supports additional architectures is `manylinux2014`. For `CIBW_MUSLLINUX_*_IMAGE`, the value of this option can either be set to `musllinux_1_1` to use a pinned version of the [official musllinux images](https://github.com/pypa/musllinux). Alternatively, set these options to any other valid Docker image name. If this option is blank, it will fall though to the next available definition (environment variable -> pyproject.toml -> default). If setting a custom Docker image, you'll need to make sure it can be used in the same way as the official, default Docker images: all necessary Python and pip versions need to be present in `/opt/python/`, and the auditwheel tool needs to be present for cibuildwheel to work. Apart from that, the architecture and relevant shared system libraries need to be compatible to the relevant standard to produce valid manylinux1/manylinux2010/manylinux2014/manylinux_2_24/musllinux_1_1 wheels (see [pypa/manylinux on GitHub](https://github.com/pypa/manylinux), [PEP 513](https://www.python.org/dev/peps/pep-0513/), [PEP 571](https://www.python.org/dev/peps/pep-0571/), [PEP 599](https://www.python.org/dev/peps/pep-0599/), [PEP 600](https://www.python.org/dev/peps/pep-0600/) and [PEP 656](https://www.python.org/dev/peps/pep-0656/) for more details). Auditwheel detects the version of the manylinux / musllinux standard in the Docker image through the `AUDITWHEEL_PLAT` environment variable, as cibuildwheel has no way of detecting the correct `--plat` command line argument to pass to auditwheel for a custom image. If a Docker image does not correctly set this `AUDITWHEEL_PLAT` environment variable, the `CIBW_ENVIRONMENT` option can be used to do so (e.g., `CIBW_ENVIRONMENT='AUDITWHEEL_PLAT="manylinux2010_$(uname -m)"'`). #### Examples !!! tab examples "Environment variables" ```yaml # Build using the manylinux1 image to ensure manylinux1 wheels are produced # Not setting PyPy to manylinux1, since there is no manylinux1 PyPy image. CIBW_MANYLINUX_X86_64_IMAGE: manylinux1 CIBW_MANYLINUX_I686_IMAGE: manylinux1 # Build using the manylinux2014 image CIBW_MANYLINUX_X86_64_IMAGE: manylinux2014 CIBW_MANYLINUX_I686_IMAGE: manylinux2014 CIBW_MANYLINUX_PYPY_X86_64_IMAGE: manylinux2014 CIBW_MANYLINUX_PYPY_I686_IMAGE: manylinux2014 # Build using the latest manylinux2014 release, instead of the cibuildwheel # pinned version CIBW_MANYLINUX_X86_64_IMAGE: quay.io/pypa/manylinux2014_x86_64:latest CIBW_MANYLINUX_I686_IMAGE: quay.io/pypa/manylinux2014_i686:latest CIBW_MANYLINUX_PYPY_X86_64_IMAGE: quay.io/pypa/manylinux2014_x86_64:latest CIBW_MANYLINUX_PYPY_I686_IMAGE: quay.io/pypa/manylinux2014_i686:latest # Build using a different image from the docker registry CIBW_MANYLINUX_X86_64_IMAGE: dockcross/manylinux-x64 CIBW_MANYLINUX_I686_IMAGE: dockcross/manylinux-x86 ``` !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Build using the manylinux1 image to ensure manylinux1 wheels are produced # Not setting PyPy to manylinux1, since there is no manylinux1 PyPy image. manylinux-x86_64-image = "manylinux1" manylinux-i686-image = "manylinux1" # Build using the manylinux2014 image manylinux-x86_64-image = "manylinux2014" manylinux-i686-image = "manylinux2014" manylinux-pypy_x86_64-image = "manylinux2014" manylinux-pypy_i686-image = "manylinux2014" # Build using the latest manylinux2010 release, instead of the cibuildwheel # pinned version manylinux-x86_64-image = "quay.io/pypa/manylinux2010_x86_64:latest" manylinux-i686-image = "quay.io/pypa/manylinux2010_i686:latest" manylinux-pypy_x86_64-image = "quay.io/pypa/manylinux2010_x86_64:latest" manylinux-pypy_i686-image = "quay.io/pypa/manylinux2010_i686:latest" # Build using a different image from the docker registry manylinux-x86_64-image = "dockcross/manylinux-x64" manylinux-i686-image = "dockcross/manylinux-x86" ``` Like any other option, these can be placed in `[tool.cibuildwheel.linux]` if you prefer; they have no effect on `macos` and `windows`. ### `CIBW_DEPENDENCY_VERSIONS` {: #dependency-versions} > Specify how cibuildwheel controls the versions of the tools it uses Options: `pinned` `latest` `` Default: `pinned` If `CIBW_DEPENDENCY_VERSIONS` is `pinned`, cibuildwheel uses versions of tools like `pip`, `setuptools`, `virtualenv` that were pinned with that release of cibuildwheel. This represents a known-good set of dependencies, and is recommended for build repeatability. If set to `latest`, cibuildwheel will use the latest of these packages that are available on PyPI. This might be preferable if these packages have bug fixes that can't wait for a new cibuildwheel release. To control the versions of dependencies yourself, you can supply a [pip constraints](https://pip.pypa.io/en/stable/user_guide/#constraints-files) file here and it will be used instead. !!! note If you need different dependencies for each python version, provide them in the same folder with a `-pythonXY` suffix. e.g. if your `CIBW_DEPENDENCY_VERSIONS=./constraints.txt`, cibuildwheel will use `./constraints-python37.txt` on Python 3.7, or fallback to `./constraints.txt` if that's not found. Platform-specific environment variables are also available:
`CIBW_DEPENDENCY_VERSIONS_MACOS` | `CIBW_DEPENDENCY_VERSIONS_WINDOWS` !!! note This option does not affect the tools used on the Linux build - those versions are bundled with the manylinux/musllinux image that cibuildwheel uses. To change dependency versions on Linux, use the [CIBW_MANYLINUX_* / CIBW_MUSLLINUX_*](#linux-image) options. #### Examples !!! tab examples "Environment variables" ```yaml # Use tools versions that are bundled with cibuildwheel (this is the default) CIBW_DEPENDENCY_VERSIONS: pinned # Use the latest versions available on PyPI CIBW_DEPENDENCY_VERSIONS: latest # Use your own pip constraints file CIBW_DEPENDENCY_VERSIONS: ./constraints.txt ``` !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Use tools versions that are bundled with cibuildwheel (this is the default) dependency-versions = "pinned" # Use the latest versions available on PyPI dependency-versions = "latest" # Use your own pip constraints file dependency-versions = "./constraints.txt" ``` ## Testing ### `CIBW_TEST_COMMAND` {: #test-command} > Execute a shell command to test each built wheel Shell command to run tests after the build. The wheel will be installed automatically and available for import from the tests. To ensure the wheel is imported by your tests (instead of your source copy), **tests are not run from your project directory**. Use the placeholders `{project}` and `{package}` when specifying paths in your project. If this variable is not set, your wheel will not be installed after building. - `{project}` is an absolute path to the project root - the working directory where cibuildwheel was called. - `{package}` is the path to the package being built - the `package_dir` argument supplied to cibuildwheel on the command line. The command is run in a shell, so you can write things like `cmd1 && cmd2`. Platform-specific environment variables are also available:
`CIBW_TEST_COMMAND_MACOS` | `CIBW_TEST_COMMAND_WINDOWS` | `CIBW_TEST_COMMAND_LINUX` #### Examples !!! tab examples "Environment variables" ```yaml # Run the project tests against the installed wheel using `nose` CIBW_TEST_COMMAND: nosetests {project}/tests # Run the package tests using `pytest` CIBW_TEST_COMMAND: pytest {package}/tests # Trigger an install of the package, but run nothing of note CIBW_TEST_COMMAND: "echo Wheel installed" # Multi-line example - join with && on all platforms CIBW_TEST_COMMAND: > pytest {package}/tests && python {package}/test.py ``` !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Run the project tests against the installed wheel using `nose` test-command = "nosetests {project}/tests" # Run the package tests using `pytest` test-command = "pytest {package}/tests" # Trigger an install of the package, but run nothing of note test-command = "echo Wheel installed" # Multiline example test-command = [ "pytest {package}/tests", "python {package}/test.py", ] ``` In configuration files, you can use an array, and the items will be joined with `&&`. ### `CIBW_BEFORE_TEST` {: #before-test} > Execute a shell command before testing each wheel A shell command to run in **each** test virtual environment, before your wheel is installed and tested. This is useful if you need to install a non-pip package, invoke pip with different environment variables, or perform a multi-step pip installation (e.g. installing scikit-build or Cython before installing test package). The active Python binary can be accessed using `python`, and pip with `pip`; cibuildwheel makes sure the right version of Python and pip will be executed. The placeholder `{package}` can be used here; it will be replaced by the path to the package being built by cibuildwheel. The command is run in a shell, so you can write things like `cmd1 && cmd2`. Platform-specific environment variables are also available:
`CIBW_BEFORE_TEST_MACOS` | `CIBW_BEFORE_TEST_WINDOWS` | `CIBW_BEFORE_TEST_LINUX` #### Examples !!! tab examples "Environment variables" ```yaml # Install test dependencies with overwritten environment variables. CIBW_BEFORE_TEST: CC=gcc CXX=g++ pip install -r requirements.txt # Chain commands using && CIBW_BEFORE_TEST: rm -rf ./data/cache && mkdir -p ./data/cache # Install non pip python package CIBW_BEFORE_TEST: > cd some_dir && ./configure && make && make install # Install python packages that are required to install test dependencies CIBW_BEFORE_TEST: pip install cmake scikit-build ``` !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Install test dependencies with overwritten environment variables. before-test = "CC=gcc CXX=g++ pip install -r requirements.txt" # Chain commands using && or using an array before-test = "rm -rf ./data/cache && mkdir -p ./data/cache" before-test = [ "rm -rf ./data/cache", "mkdir -p ./data/cache", ] # Install non pip python package before-test = [ "cd some_dir", "./configure", "make", "make install", ] # Install python packages that are required to install test dependencies [tool.cibuildwheel] before-test = "pip install cmake scikit-build" ``` In configuration files, you can use an array, and the items will be joined with `&&`. ### `CIBW_TEST_REQUIRES` {: #test-requires} > Install Python dependencies before running the tests Space-separated list of dependencies required for running the tests. Platform-specific environment variables are also available:
`CIBW_TEST_REQUIRES_MACOS` | `CIBW_TEST_REQUIRES_WINDOWS` | `CIBW_TEST_REQUIRES_LINUX` #### Examples !!! tab examples "Environment variables" ```yaml # Install pytest before running CIBW_TEST_COMMAND CIBW_TEST_REQUIRES: pytest # Install specific versions of test dependencies CIBW_TEST_REQUIRES: nose==1.3.7 moto==0.4.31 ``` !!! tab examples "pyproject.toml" ```toml # Install pytest before running CIBW_TEST_COMMAND [tool.cibuildwheel] test-requires = "pytest" # Install specific versions of test dependencies [tool.cibuildwheel] test-requires = ["nose==1.3.7", "moto==0.4.31"] ``` In configuration files, you can use an array, and the items will be joined with a space. ### `CIBW_TEST_EXTRAS` {: #test-extras} > Install your wheel for testing using `extras_require` List of [extras_require](https://setuptools.readthedocs.io/en/latest/setuptools.html#declaring-extras-optional-features-with-their-own-dependencies) options that should be included when installing the wheel prior to running the tests. This can be used to avoid having to redefine test dependencies in `CIBW_TEST_REQUIRES` if they are already defined in `setup.py` or `setup.cfg`. Platform-specific environment variables are also available:
`CIBW_TEST_EXTRAS_MACOS` | `CIBW_TEST_EXTRAS_WINDOWS` | `CIBW_TEST_EXTRAS_LINUX` #### Examples !!! tab examples "Environment variables" ```yaml # Will cause the wheel to be installed with `pip install [test,qt]` CIBW_TEST_EXTRAS: "test,qt" ``` Separate multiple items with a comma. !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Will cause the wheel to be installed with `pip install [test,qt]` test-extras = ["test", "qt"] ``` In configuration files, you can use an inline array, and the items will be joined with a comma. ### `CIBW_TEST_SKIP` {: #test-skip} > Skip running tests on some builds This will skip testing on any identifiers that match the given skip patterns (see [`CIBW_SKIP`](#build-skip)). This can be used to mask out tests for wheels that have missing dependencies upstream that are slow or hard to build, or to skip slow tests on emulated architectures. With macOS `universal2` wheels, you can also skip the individual archs inside the wheel using an `:arch` suffix. For example, `cp39-macosx_universal2:x86_64` or `cp39-macosx_universal2:arm64`. This option is not supported in the overrides section in `pyproject.toml`. #### Examples !!! tab examples "Environment variables" ```yaml # Will avoid testing on emulated architectures CIBW_TEST_SKIP: "*-*linux_{aarch64,ppc64le,s390x}" # Skip trying to test arm64 builds on Intel Macs CIBW_TEST_SKIP: "*-macosx_arm64 *-macosx_universal2:arm64" ``` !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Will avoid testing on emulated architectures test-skip = "*-*linux_{aarch64,ppc64le,s390x}" # Skip trying to test arm64 builds on Intel Macs test-skip = "*-macosx_arm64 *-macosx_universal2:arm64" ``` ## Other ### `CIBW_BUILD_VERBOSITY` {: #build-verbosity} > Increase/decrease the output of pip wheel An number from 1 to 3 to increase the level of verbosity (corresponding to invoking pip with `-v`, `-vv`, and `-vvv`), between -1 and -3 (`-q`, `-qq`, and `-qqq`), or just 0 (default verbosity). These flags are useful while debugging a build when the output of the actual build invoked by `pip wheel` is required. Platform-specific environment variables are also available:
`CIBW_BUILD_VERBOSITY_MACOS` | `CIBW_BUILD_VERBOSITY_WINDOWS` | `CIBW_BUILD_VERBOSITY_LINUX` #### Examples !!! tab examples "Environment variables" ```yaml # Increase pip debugging output CIBW_BUILD_VERBOSITY: 1 ``` !!! tab examples "pyproject.toml" ```toml [tool.cibuildwheel] # Increase pip debugging output build-verbosity = 1 ``` ## Command line options {: #command-line} ```text « subprocess_run("cibuildwheel", "--help") » ``` ## Placeholders Some options support placeholders, like `{project}`, `{package}` or `{wheel}`, that are substituted by cibuildwheel before they are used. If, for some reason, you need to write the literal name of a placeholder, e.g. literally `{project}` in a command that would ordinarily substitute `{project}`, prefix it with a hash character - `#{project}`. This is only necessary in commands where the specific string between the curly brackets would be substituted - otherwise, strings not modified. [TOML]: https://toml.io