93 lines
4.5 KiB
Markdown
93 lines
4.5 KiB
Markdown
# Python
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This page describes how Python is handled in Homebrew for users. See [Python for Formula Authors](Python-for-Formula-Authors.md) for advice on writing formulae to install packages written in Python.
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Homebrew should work with any [CPython](https://stackoverflow.com/questions/2324208/is-there-any-difference-between-cpython-and-python) and defaults to the macOS system Python.
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Homebrew provides formulae to brew Python 3.x.
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Homebrew provided a `python@2` formula until the end of 2019, at which point it was removed due to the Python 2 deprecation.
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**Important:** If you choose to use a Python which isn't either of these two (system Python or brewed Python), the Homebrew team cannot support any breakage that may occur.
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## Python 3.x
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Homebrew provides a formula for Python 3.x (`python@3.x`).
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**Important**: Python may be upgraded to a newer version at any time. Consider using a version
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manager such as `pyenv` if you require stability of minor or patch versions for virtual environments.
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The executables are organised as follows:
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* `python3` points to Homebrew's Python 3.x (if installed)
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* `pip3` points to Homebrew's Python 3.x's pip (if installed)
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Unversioned symlinks for `python`, `python-config`, `pip` etc. are installed here:
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```sh
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$(brew --prefix)/opt/python/libexec/bin
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```
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## Setuptools, Pip, etc.
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The Python formulae install [pip](https://pip.pypa.io/) (as `pip3`) and [Setuptools](https://pypi.python.org/pypi/setuptools).
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Setuptools can be updated via pip3, without having to re-brew Python:
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```sh
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python3 -m pip install --upgrade setuptools
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```
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Similarly, pip3 can be used to upgrade itself via:
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```sh
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python3 -m pip install --upgrade pip
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```
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## `site-packages` and the `PYTHONPATH`
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The `site-packages` is a directory that contains Python modules (especially bindings installed by other formulae). Homebrew creates it here:
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```sh
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$(brew --prefix)/lib/pythonX.Y/site-packages
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```
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So, for Python 3.y.z, you'll find it at `/usr/local/lib/python3.y/site-packages`.
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Python 3.y also searches for modules in:
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* `/Library/Python/3.y/site-packages`
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* `~/Library/Python/3.y/lib/python/site-packages`
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Homebrew's `site-packages` directory is first created if (1) any Homebrew formula with Python bindings are installed, or (2) upon `brew install python`.
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### Why here?
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The reasoning for this location is to preserve your modules between (minor) upgrades or re-installations of Python. Additionally, Homebrew has a strict policy never to write stuff outside of the `brew --prefix`, so we don't spam your system.
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## Homebrew-provided Python bindings
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Some formulae provide Python bindings.
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**Warning!** Python may crash (see [Common Issues](Common-Issues.md)) if you `import <module>` from a brewed Python if you ran `brew install <formula_with_python_bindings>` against the system Python. If you decide to switch to the brewed Python, then reinstall all formulae with Python bindings (e.g. `pyside`, `wxwidgets`, `pygtk`, `pygobject`, `opencv`, `vtk` and `boost-python`).
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## Policy for non-brewed Python bindings
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These should be installed via `pip install <package>`. To discover, you can use `pip search` or <https://pypi.python.org/pypi>.
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**Note:** macOS's system Python does not provide `pip`. Follow the [pip documentation](https://pip.readthedocs.io/en/stable/installing/#install-pip) to install it for your system Python if you would like it.
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## Brewed Python modules
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For brewed Python, modules installed with `pip3` or `python3 setup.py install` will be installed to the `$(brew --prefix)/lib/pythonX.Y/site-packages` directory (explained above). Executable Python scripts will be in `$(brew --prefix)/bin`.
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The system Python may not know which compiler flags to set in order to build bindings for software installed in Homebrew so you may need to run:
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```sh
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CFLAGS="-I$(brew --prefix)/include" LDFLAGS="-L$(brew --prefix)/lib" pip install <package>
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```
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## Virtualenv
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**WARNING:** When you `brew install` formulae that provide Python bindings, you should **not be in an active virtual environment**.
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Activate the virtualenv *after* you've brewed, or brew in a fresh terminal window.
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Homebrew will still install Python modules into Homebrew's `site-packages` and *not* into the virtual environment's site-package.
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Virtualenv has a `--system-site-packages` switch to allow "global" (i.e. Homebrew's) `site-packages` to be accessible from within the virtualenv.
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## Why is Homebrew's Python being installed as a dependency?
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Formulae that declare an unconditional dependency on the `"python"` formula are bottled against Homebrew's Python 3.x and require it to be installed.
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