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Larry Hastings3732ed22014-03-15 21:13:56 -07001.. highlightlang:: none
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.
Brett Cannon15552c32016-07-08 10:46:21 -070047* The `Python Packaging Index <https://pypi.python.org/pypi>`__ 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
Georg Brandl5d941342016-02-26 19:37:12 +010051 <https://www.pypa.io/en/latest/>`__ are 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.. deprecated:: 3.6
66 ``pyvenv`` was the recommended tool for creating virtual environments for
67 Python 3.3 and 3.4, and is `deprecated in Python 3.6
68 <https://docs.python.org/dev/whatsnew/3.6.html#deprecated-features>`_.
69
70.. versionchanged:: 3.5
71 The use of ``venv`` is now recommended for creating virtual environments.
72
73.. seealso::
74
75 `Python Packaging User Guide: Creating and using virtual environments
76 <https://packaging.python.org/installing/#creating-virtual-environments>`__
77
Larry Hastings3732ed22014-03-15 21:13:56 -070078
79Basic usage
80===========
81
82The standard packaging tools are all designed to be used from the command
Nick Coghlan1d520962014-09-06 20:38:23 +100083line.
Larry Hastings3732ed22014-03-15 21:13:56 -070084
85The following command will install the latest version of a module and its
Nick Coghlan5c4fbd52014-10-04 21:11:25 +100086dependencies from the Python Packaging Index::
Larry Hastings3732ed22014-03-15 21:13:56 -070087
Nick Coghlan1d520962014-09-06 20:38:23 +100088 python -m pip install SomePackage
89
90.. note::
91
92 For POSIX users (including Mac OS X and Linux users), the examples in
93 this guide assume the use of a :term:`virtual environment`.
94
95 For Windows users, the examples in this guide assume that the option to
96 adjust the system PATH environment variable was selected when installing
97 Python.
Larry Hastings3732ed22014-03-15 21:13:56 -070098
99It's also possible to specify an exact or minimum version directly on the
Senthil Kumaran76d9a6b2016-01-17 18:42:13 -0800100command line. When using comparator operators such as ``>``, ``<`` or some other
101special character which get interpreted by shell, the package name and the
102version should be enclosed within double quotes::
Larry Hastings3732ed22014-03-15 21:13:56 -0700103
Nick Coghlan1d520962014-09-06 20:38:23 +1000104 python -m pip install SomePackage==1.0.4 # specific version
Senthil Kumaran76d9a6b2016-01-17 18:42:13 -0800105 python -m pip install "SomePackage>=1.0.4" # minimum version
Larry Hastings3732ed22014-03-15 21:13:56 -0700106
107Normally, if a suitable module is already installed, attempting to install
108it again will have no effect. Upgrading existing modules must be requested
109explicitly::
110
Nick Coghlan1d520962014-09-06 20:38:23 +1000111 python -m pip install --upgrade SomePackage
Larry Hastings3732ed22014-03-15 21:13:56 -0700112
113More information and resources regarding ``pip`` and its capabilities can be
Georg Brandle73778c2014-10-29 08:36:35 +0100114found in the `Python Packaging User Guide <https://packaging.python.org>`__.
Larry Hastings3732ed22014-03-15 21:13:56 -0700115
Brett Cannon15552c32016-07-08 10:46:21 -0700116Creation of virtual environments is done through the :mod:`venv` module.
117Installing packages into an active virtual environment uses the commands shown
118above.
Larry Hastings3732ed22014-03-15 21:13:56 -0700119
120.. seealso::
121
Nick Coghlan5c4fbd52014-10-04 21:11:25 +1000122 `Python Packaging User Guide: Installing Python Distribution Packages
Brett Cannon15552c32016-07-08 10:46:21 -0700123 <https://packaging.python.org/installing/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700124
125
126How do I ...?
127=============
128
129These are quick answers or links for some common tasks.
130
131... install ``pip`` in versions of Python prior to Python 3.4?
132--------------------------------------------------------------
133
134Python only started bundling ``pip`` with Python 3.4. For earlier versions,
135``pip`` needs to be "bootstrapped" as described in the Python Packaging
136User Guide.
137
138.. seealso::
139
Georg Brandl5d941342016-02-26 19:37:12 +0100140 `Python Packaging User Guide: Requirements for Installing Packages
Brett Cannon15552c32016-07-08 10:46:21 -0700141 <https://packaging.python.org/installing/#requirements-for-installing-packages>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700142
143
144.. installing-per-user-installation:
145
146... install packages just for the current user?
147-----------------------------------------------
148
Nick Coghlan1d520962014-09-06 20:38:23 +1000149Passing the ``--user`` option to ``python -m pip install`` will install a
150package just for the current user, rather than for all users of the system.
Larry Hastings3732ed22014-03-15 21:13:56 -0700151
152
153... install scientific Python packages?
154---------------------------------------
155
156A number of scientific Python packages have complex binary dependencies, and
157aren't currently easy to install using ``pip`` directly. At this point in
158time, it will often be easier for users to install these packages by
Brett Cannon15552c32016-07-08 10:46:21 -0700159`other means <https://packaging.python.org/science/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700160rather than attempting to install them with ``pip``.
161
162.. seealso::
163
164 `Python Packaging User Guide: Installing Scientific Packages
Brett Cannon15552c32016-07-08 10:46:21 -0700165 <https://packaging.python.org/science/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700166
167
168... work with multiple versions of Python installed in parallel?
169----------------------------------------------------------------
170
Brett Cannon15552c32016-07-08 10:46:21 -0700171On Linux, Mac OS X, and other POSIX systems, use the versioned Python commands
Larry Hastings3732ed22014-03-15 21:13:56 -0700172in combination with the ``-m`` switch to run the appropriate copy of
173``pip``::
174
175 python2 -m pip install SomePackage # default Python 2
176 python2.7 -m pip install SomePackage # specifically Python 2.7
177 python3 -m pip install SomePackage # default Python 3
178 python3.4 -m pip install SomePackage # specifically Python 3.4
179
Brett Cannon15552c32016-07-08 10:46:21 -0700180Appropriately versioned ``pip`` commands may also be available.
Larry Hastings3732ed22014-03-15 21:13:56 -0700181
182On Windows, use the ``py`` Python launcher in combination with the ``-m``
183switch::
184
185 py -2 -m pip install SomePackage # default Python 2
186 py -2.7 -m pip install SomePackage # specifically Python 2.7
187 py -3 -m pip install SomePackage # default Python 3
188 py -3.4 -m pip install SomePackage # specifically Python 3.4
189
190.. other questions:
191
192 Once the Development & Deployment part of PPUG is fleshed out, some of
193 those sections should be linked from new questions here (most notably,
194 we should have a question about avoiding depending on PyPI that links to
Georg Brandl5d941342016-02-26 19:37:12 +0100195 https://packaging.python.org/en/latest/mirrors/)
Larry Hastings3732ed22014-03-15 21:13:56 -0700196
197
198Common installation issues
199==========================
200
201Installing into the system Python on Linux
202------------------------------------------
203
204On Linux systems, a Python installation will typically be included as part
205of the distribution. Installing into this Python installation requires
206root access to the system, and may interfere with the operation of the
207system package manager and other components of the system if a component
208is unexpectedly upgraded using ``pip``.
209
210On such systems, it is often better to use a virtual environment or a
211per-user installation when installing packages with ``pip``.
212
213
214Installing binary extensions
215----------------------------
216
217Python has typically relied heavily on source based distribution, with end
218users being expected to compile extension modules from source as part of
219the installation process.
220
221With the introduction of support for the binary ``wheel`` format, and the
222ability to publish wheels for at least Windows and Mac OS X through the
Nick Coghlan5c4fbd52014-10-04 21:11:25 +1000223Python Packaging Index, this problem is expected to diminish over time,
Larry Hastings3732ed22014-03-15 21:13:56 -0700224as users are more regularly able to install pre-built extensions rather
225than needing to build them themselves.
226
227Some of the solutions for installing `scientific software
Brett Cannon15552c32016-07-08 10:46:21 -0700228<https://packaging.python.org/science/>`__
229that are not yet available as pre-built ``wheel`` files may also help with
Larry Hastings3732ed22014-03-15 21:13:56 -0700230obtaining other binary extensions without needing to build them locally.
231
232.. seealso::
233
234 `Python Packaging User Guide: Binary Extensions
Brett Cannon15552c32016-07-08 10:46:21 -0700235 <https://packaging.python.org/extensions/>`__