| .. highlightlang:: none |
| |
| .. _installing-index: |
| |
| ************************* |
| Installing Python Modules |
| ************************* |
| |
| :Email: distutils-sig@python.org |
| |
| As a popular open source development project, Python has an active |
| supporting community of contributors and users that also make their software |
| available for other Python developers to use under open source license terms. |
| |
| This allows Python users to share and collaborate effectively, benefiting |
| from the solutions others have already created to common (and sometimes |
| even rare!) problems, as well as potentially contributing their own |
| solutions to the common pool. |
| |
| This guide covers the installation part of the process. For a guide to |
| creating and sharing your own Python projects, refer to the |
| :ref:`distribution guide <distributing-index>`. |
| |
| .. note:: |
| |
| For corporate and other institutional users, be aware that many |
| organisations have their own policies around using and contributing to |
| open source software. Please take such policies into account when making |
| use of the distribution and installation tools provided with Python. |
| |
| |
| Key terms |
| ========= |
| |
| * ``pip`` is the preferred installer program. Starting with Python 3.4, it |
| is included by default with the Python binary installers. |
| * A *virtual environment* is a semi-isolated Python environment that allows |
| packages to be installed for use by a particular application, rather than |
| being installed system wide. |
| * ``venv`` is the standard tool for creating virtual environments, and has |
| been part of Python since Python 3.3. Starting with Python 3.4, it |
| defaults to installing ``pip`` into all created virtual environments. |
| * ``virtualenv`` is a third party alternative (and predecessor) to |
| ``venv``. It allows virtual environments to be used on versions of |
| Python prior to 3.4, which either don't provide ``venv`` at all, or |
| aren't able to automatically install ``pip`` into created environments. |
| * The `Python Packaging Index <https://pypi.org>`__ is a public |
| repository of open source licensed packages made available for use by |
| other Python users. |
| * the `Python Packaging Authority |
| <https://www.pypa.io/>`__ is the group of |
| developers and documentation authors responsible for the maintenance and |
| evolution of the standard packaging tools and the associated metadata and |
| file format standards. They maintain a variety of tools, documentation, |
| and issue trackers on both `GitHub <https://github.com/pypa>`__ and |
| `BitBucket <https://bitbucket.org/pypa/>`__. |
| * ``distutils`` is the original build and distribution system first added to |
| the Python standard library in 1998. While direct use of ``distutils`` is |
| being phased out, it still laid the foundation for the current packaging |
| and distribution infrastructure, and it not only remains part of the |
| standard library, but its name lives on in other ways (such as the name |
| of the mailing list used to coordinate Python packaging standards |
| development). |
| |
| .. versionchanged:: 3.5 |
| The use of ``venv`` is now recommended for creating virtual environments. |
| |
| .. seealso:: |
| |
| `Python Packaging User Guide: Creating and using virtual environments |
| <https://packaging.python.org/installing/#creating-virtual-environments>`__ |
| |
| |
| Basic usage |
| =========== |
| |
| The standard packaging tools are all designed to be used from the command |
| line. |
| |
| The following command will install the latest version of a module and its |
| dependencies from the Python Packaging Index:: |
| |
| python -m pip install SomePackage |
| |
| .. note:: |
| |
| For POSIX users (including Mac OS X and Linux users), the examples in |
| this guide assume the use of a :term:`virtual environment`. |
| |
| For Windows users, the examples in this guide assume that the option to |
| adjust the system PATH environment variable was selected when installing |
| Python. |
| |
| It's also possible to specify an exact or minimum version directly on the |
| command line. When using comparator operators such as ``>``, ``<`` or some other |
| special character which get interpreted by shell, the package name and the |
| version should be enclosed within double quotes:: |
| |
| python -m pip install SomePackage==1.0.4 # specific version |
| python -m pip install "SomePackage>=1.0.4" # minimum version |
| |
| Normally, if a suitable module is already installed, attempting to install |
| it again will have no effect. Upgrading existing modules must be requested |
| explicitly:: |
| |
| python -m pip install --upgrade SomePackage |
| |
| More information and resources regarding ``pip`` and its capabilities can be |
| found in the `Python Packaging User Guide <https://packaging.python.org>`__. |
| |
| Creation of virtual environments is done through the :mod:`venv` module. |
| Installing packages into an active virtual environment uses the commands shown |
| above. |
| |
| .. seealso:: |
| |
| `Python Packaging User Guide: Installing Python Distribution Packages |
| <https://packaging.python.org/installing/>`__ |
| |
| |
| How do I ...? |
| ============= |
| |
| These are quick answers or links for some common tasks. |
| |
| ... install ``pip`` in versions of Python prior to Python 3.4? |
| -------------------------------------------------------------- |
| |
| Python only started bundling ``pip`` with Python 3.4. For earlier versions, |
| ``pip`` needs to be "bootstrapped" as described in the Python Packaging |
| User Guide. |
| |
| .. seealso:: |
| |
| `Python Packaging User Guide: Requirements for Installing Packages |
| <https://packaging.python.org/installing/#requirements-for-installing-packages>`__ |
| |
| |
| .. installing-per-user-installation: |
| |
| ... install packages just for the current user? |
| ----------------------------------------------- |
| |
| Passing the ``--user`` option to ``python -m pip install`` will install a |
| package just for the current user, rather than for all users of the system. |
| |
| |
| ... install scientific Python packages? |
| --------------------------------------- |
| |
| A number of scientific Python packages have complex binary dependencies, and |
| aren't currently easy to install using ``pip`` directly. At this point in |
| time, it will often be easier for users to install these packages by |
| `other means <https://packaging.python.org/science/>`__ |
| rather than attempting to install them with ``pip``. |
| |
| .. seealso:: |
| |
| `Python Packaging User Guide: Installing Scientific Packages |
| <https://packaging.python.org/science/>`__ |
| |
| |
| ... work with multiple versions of Python installed in parallel? |
| ---------------------------------------------------------------- |
| |
| On Linux, Mac OS X, and other POSIX systems, use the versioned Python commands |
| in combination with the ``-m`` switch to run the appropriate copy of |
| ``pip``:: |
| |
| python2 -m pip install SomePackage # default Python 2 |
| python2.7 -m pip install SomePackage # specifically Python 2.7 |
| python3 -m pip install SomePackage # default Python 3 |
| python3.4 -m pip install SomePackage # specifically Python 3.4 |
| |
| Appropriately versioned ``pip`` commands may also be available. |
| |
| On Windows, use the ``py`` Python launcher in combination with the ``-m`` |
| switch:: |
| |
| py -2 -m pip install SomePackage # default Python 2 |
| py -2.7 -m pip install SomePackage # specifically Python 2.7 |
| py -3 -m pip install SomePackage # default Python 3 |
| py -3.4 -m pip install SomePackage # specifically Python 3.4 |
| |
| .. other questions: |
| |
| Once the Development & Deployment part of PPUG is fleshed out, some of |
| those sections should be linked from new questions here (most notably, |
| we should have a question about avoiding depending on PyPI that links to |
| https://packaging.python.org/en/latest/mirrors/) |
| |
| |
| Common installation issues |
| ========================== |
| |
| Installing into the system Python on Linux |
| ------------------------------------------ |
| |
| On Linux systems, a Python installation will typically be included as part |
| of the distribution. Installing into this Python installation requires |
| root access to the system, and may interfere with the operation of the |
| system package manager and other components of the system if a component |
| is unexpectedly upgraded using ``pip``. |
| |
| On such systems, it is often better to use a virtual environment or a |
| per-user installation when installing packages with ``pip``. |
| |
| |
| Pip not installed |
| ----------------- |
| |
| It is possible that ``pip`` does not get installed by default. One potential fix is:: |
| |
| python -m ensurepip --default-pip |
| |
| There are also additional resources for `installing pip. |
| <https://packaging.python.org/tutorials/installing-packages/#install-pip-setuptools-and-wheel>`__ |
| |
| |
| Installing binary extensions |
| ---------------------------- |
| |
| Python has typically relied heavily on source based distribution, with end |
| users being expected to compile extension modules from source as part of |
| the installation process. |
| |
| With the introduction of support for the binary ``wheel`` format, and the |
| ability to publish wheels for at least Windows and Mac OS X through the |
| Python Packaging Index, this problem is expected to diminish over time, |
| as users are more regularly able to install pre-built extensions rather |
| than needing to build them themselves. |
| |
| Some of the solutions for installing `scientific software |
| <https://packaging.python.org/science/>`__ |
| that are not yet available as pre-built ``wheel`` files may also help with |
| obtaining other binary extensions without needing to build them locally. |
| |
| .. seealso:: |
| |
| `Python Packaging User Guide: Binary Extensions |
| <https://packaging.python.org/extensions/>`__ |