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2
3.. _installing-index:
4
Brett Cannon15552c32016-07-08 10:46:21 -07005*************************
6Installing Python Modules
7*************************
Larry Hastings3732ed22014-03-15 21:13:56 -07008
9:Email: distutils-sig@python.org
10
11As a popular open source development project, Python has an active
12supporting community of contributors and users that also make their software
13available for other Python developers to use under open source license terms.
14
15This allows Python users to share and collaborate effectively, benefiting
16from the solutions others have already created to common (and sometimes
17even rare!) problems, as well as potentially contributing their own
18solutions to the common pool.
19
20This guide covers the installation part of the process. For a guide to
21creating and sharing your own Python projects, refer to the
22:ref:`distribution guide <distributing-index>`.
23
24.. note::
25
26 For corporate and other institutional users, be aware that many
27 organisations have their own policies around using and contributing to
28 open source software. Please take such policies into account when making
29 use of the distribution and installation tools provided with Python.
30
31
32Key terms
33=========
34
35* ``pip`` is the preferred installer program. Starting with Python 3.4, it
36 is included by default with the Python binary installers.
Brett Cannon15552c32016-07-08 10:46:21 -070037* A *virtual environment* is a semi-isolated Python environment that allows
Larry Hastings3732ed22014-03-15 21:13:56 -070038 packages to be installed for use by a particular application, rather than
Brett Cannon15552c32016-07-08 10:46:21 -070039 being installed system wide.
40* ``venv`` is the standard tool for creating virtual environments, and has
Larry Hastings3732ed22014-03-15 21:13:56 -070041 been part of Python since Python 3.3. Starting with Python 3.4, it
Brett Cannon15552c32016-07-08 10:46:21 -070042 defaults to installing ``pip`` into all created virtual environments.
Nick Coghlan1d520962014-09-06 20:38:23 +100043* ``virtualenv`` is a third party alternative (and predecessor) to
Brett Cannon15552c32016-07-08 10:46:21 -070044 ``venv``. It allows virtual environments to be used on versions of
45 Python prior to 3.4, which either don't provide ``venv`` at all, or
Nick Coghlan1d520962014-09-06 20:38:23 +100046 aren't able to automatically install ``pip`` into created environments.
Stéphane Wirtel19177fb2018-05-15 20:58:35 +020047* The `Python Packaging Index <https://pypi.org>`__ is a public
Larry Hastings3732ed22014-03-15 21:13:56 -070048 repository of open source licensed packages made available for use by
Brett Cannon15552c32016-07-08 10:46:21 -070049 other Python users.
Larry Hastings3732ed22014-03-15 21:13:56 -070050* the `Python Packaging Authority
Windson yang0dc1e452018-11-13 11:56:25 +080051 <https://www.pypa.io/>`__ is the group of
Larry Hastings3732ed22014-03-15 21:13:56 -070052 developers and documentation authors responsible for the maintenance and
53 evolution of the standard packaging tools and the associated metadata and
Brett Cannon15552c32016-07-08 10:46:21 -070054 file format standards. They maintain a variety of tools, documentation,
Larry Hastings3732ed22014-03-15 21:13:56 -070055 and issue trackers on both `GitHub <https://github.com/pypa>`__ and
56 `BitBucket <https://bitbucket.org/pypa/>`__.
57* ``distutils`` is the original build and distribution system first added to
58 the Python standard library in 1998. While direct use of ``distutils`` is
59 being phased out, it still laid the foundation for the current packaging
60 and distribution infrastructure, and it not only remains part of the
61 standard library, but its name lives on in other ways (such as the name
62 of the mailing list used to coordinate Python packaging standards
63 development).
64
Brett Cannon15552c32016-07-08 10:46:21 -070065.. versionchanged:: 3.5
66 The use of ``venv`` is now recommended for creating virtual environments.
67
68.. seealso::
69
70 `Python Packaging User Guide: Creating and using virtual environments
71 <https://packaging.python.org/installing/#creating-virtual-environments>`__
72
Larry Hastings3732ed22014-03-15 21:13:56 -070073
74Basic usage
75===========
76
77The standard packaging tools are all designed to be used from the command
Nick Coghlan1d520962014-09-06 20:38:23 +100078line.
Larry Hastings3732ed22014-03-15 21:13:56 -070079
80The following command will install the latest version of a module and its
Nick Coghlan5c4fbd52014-10-04 21:11:25 +100081dependencies from the Python Packaging Index::
Larry Hastings3732ed22014-03-15 21:13:56 -070082
Nick Coghlan1d520962014-09-06 20:38:23 +100083 python -m pip install SomePackage
84
85.. note::
86
87 For POSIX users (including Mac OS X and Linux users), the examples in
88 this guide assume the use of a :term:`virtual environment`.
89
90 For Windows users, the examples in this guide assume that the option to
91 adjust the system PATH environment variable was selected when installing
92 Python.
Larry Hastings3732ed22014-03-15 21:13:56 -070093
94It's also possible to specify an exact or minimum version directly on the
Senthil Kumaran76d9a6b2016-01-17 18:42:13 -080095command line. When using comparator operators such as ``>``, ``<`` or some other
96special character which get interpreted by shell, the package name and the
97version should be enclosed within double quotes::
Larry Hastings3732ed22014-03-15 21:13:56 -070098
Nick Coghlan1d520962014-09-06 20:38:23 +100099 python -m pip install SomePackage==1.0.4 # specific version
Senthil Kumaran76d9a6b2016-01-17 18:42:13 -0800100 python -m pip install "SomePackage>=1.0.4" # minimum version
Larry Hastings3732ed22014-03-15 21:13:56 -0700101
102Normally, if a suitable module is already installed, attempting to install
103it again will have no effect. Upgrading existing modules must be requested
104explicitly::
105
Nick Coghlan1d520962014-09-06 20:38:23 +1000106 python -m pip install --upgrade SomePackage
Larry Hastings3732ed22014-03-15 21:13:56 -0700107
108More information and resources regarding ``pip`` and its capabilities can be
Georg Brandle73778c2014-10-29 08:36:35 +0100109found in the `Python Packaging User Guide <https://packaging.python.org>`__.
Larry Hastings3732ed22014-03-15 21:13:56 -0700110
Brett Cannon15552c32016-07-08 10:46:21 -0700111Creation of virtual environments is done through the :mod:`venv` module.
112Installing packages into an active virtual environment uses the commands shown
113above.
Larry Hastings3732ed22014-03-15 21:13:56 -0700114
115.. seealso::
116
Nick Coghlan5c4fbd52014-10-04 21:11:25 +1000117 `Python Packaging User Guide: Installing Python Distribution Packages
Brett Cannon15552c32016-07-08 10:46:21 -0700118 <https://packaging.python.org/installing/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700119
120
121How do I ...?
122=============
123
124These are quick answers or links for some common tasks.
125
126... install ``pip`` in versions of Python prior to Python 3.4?
127--------------------------------------------------------------
128
129Python only started bundling ``pip`` with Python 3.4. For earlier versions,
130``pip`` needs to be "bootstrapped" as described in the Python Packaging
131User Guide.
132
133.. seealso::
134
Georg Brandl5d941342016-02-26 19:37:12 +0100135 `Python Packaging User Guide: Requirements for Installing Packages
Brett Cannon15552c32016-07-08 10:46:21 -0700136 <https://packaging.python.org/installing/#requirements-for-installing-packages>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700137
138
139.. installing-per-user-installation:
140
141... install packages just for the current user?
142-----------------------------------------------
143
Nick Coghlan1d520962014-09-06 20:38:23 +1000144Passing the ``--user`` option to ``python -m pip install`` will install a
145package just for the current user, rather than for all users of the system.
Larry Hastings3732ed22014-03-15 21:13:56 -0700146
147
148... install scientific Python packages?
149---------------------------------------
150
151A number of scientific Python packages have complex binary dependencies, and
152aren't currently easy to install using ``pip`` directly. At this point in
153time, it will often be easier for users to install these packages by
Brett Cannon15552c32016-07-08 10:46:21 -0700154`other means <https://packaging.python.org/science/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700155rather than attempting to install them with ``pip``.
156
157.. seealso::
158
159 `Python Packaging User Guide: Installing Scientific Packages
Brett Cannon15552c32016-07-08 10:46:21 -0700160 <https://packaging.python.org/science/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700161
162
163... work with multiple versions of Python installed in parallel?
164----------------------------------------------------------------
165
Brett Cannon15552c32016-07-08 10:46:21 -0700166On Linux, Mac OS X, and other POSIX systems, use the versioned Python commands
Larry Hastings3732ed22014-03-15 21:13:56 -0700167in combination with the ``-m`` switch to run the appropriate copy of
168``pip``::
169
170 python2 -m pip install SomePackage # default Python 2
171 python2.7 -m pip install SomePackage # specifically Python 2.7
172 python3 -m pip install SomePackage # default Python 3
173 python3.4 -m pip install SomePackage # specifically Python 3.4
174
Brett Cannon15552c32016-07-08 10:46:21 -0700175Appropriately versioned ``pip`` commands may also be available.
Larry Hastings3732ed22014-03-15 21:13:56 -0700176
177On Windows, use the ``py`` Python launcher in combination with the ``-m``
178switch::
179
180 py -2 -m pip install SomePackage # default Python 2
181 py -2.7 -m pip install SomePackage # specifically Python 2.7
182 py -3 -m pip install SomePackage # default Python 3
183 py -3.4 -m pip install SomePackage # specifically Python 3.4
184
185.. other questions:
186
187 Once the Development & Deployment part of PPUG is fleshed out, some of
188 those sections should be linked from new questions here (most notably,
189 we should have a question about avoiding depending on PyPI that links to
Georg Brandl5d941342016-02-26 19:37:12 +0100190 https://packaging.python.org/en/latest/mirrors/)
Larry Hastings3732ed22014-03-15 21:13:56 -0700191
192
193Common installation issues
194==========================
195
196Installing into the system Python on Linux
197------------------------------------------
198
199On Linux systems, a Python installation will typically be included as part
200of the distribution. Installing into this Python installation requires
201root access to the system, and may interfere with the operation of the
202system package manager and other components of the system if a component
203is unexpectedly upgraded using ``pip``.
204
205On such systems, it is often better to use a virtual environment or a
206per-user installation when installing packages with ``pip``.
207
208
Nicholasb3527bf2017-07-20 20:51:54 -0700209Pip not installed
210-----------------
211
212It is possible that ``pip`` does not get installed by default. One potential fix is::
213
214 python -m ensurepip --default-pip
215
216There are also additional resources for `installing pip.
217<https://packaging.python.org/tutorials/installing-packages/#install-pip-setuptools-and-wheel>`__
218
219
Larry Hastings3732ed22014-03-15 21:13:56 -0700220Installing binary extensions
221----------------------------
222
223Python has typically relied heavily on source based distribution, with end
224users being expected to compile extension modules from source as part of
225the installation process.
226
227With the introduction of support for the binary ``wheel`` format, and the
228ability to publish wheels for at least Windows and Mac OS X through the
Nick Coghlan5c4fbd52014-10-04 21:11:25 +1000229Python Packaging Index, this problem is expected to diminish over time,
Larry Hastings3732ed22014-03-15 21:13:56 -0700230as users are more regularly able to install pre-built extensions rather
231than needing to build them themselves.
232
233Some of the solutions for installing `scientific software
Brett Cannon15552c32016-07-08 10:46:21 -0700234<https://packaging.python.org/science/>`__
235that are not yet available as pre-built ``wheel`` files may also help with
Larry Hastings3732ed22014-03-15 21:13:56 -0700236obtaining other binary extensions without needing to build them locally.
237
238.. seealso::
239
240 `Python Packaging User Guide: Binary Extensions
Brett Cannon15552c32016-07-08 10:46:21 -0700241 <https://packaging.python.org/extensions/>`__