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Larry Hastings3732ed22014-03-15 21:13:56 -07001.. highlightlang:: none
2
3.. _installing-index:
4
5*****************************
6 Installing Python Modules
7*****************************
8
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.
37* a virtual environment is a semi-isolated Python environment that allows
38 packages to be installed for use by a particular application, rather than
39 being installed system wide
40* ``pyvenv`` is the standard tool for creating virtual environments, and has
41 been part of Python since Python 3.3. Starting with Python 3.4, it
42 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
44 ``pyvenv``. It allows virtual environments to be used on versions of
45 Python prior to 3.4, which either don't provide ``pyvenv`` at all, or
46 aren't able to automatically install ``pip`` into created environments.
Nick Coghlan5c4fbd52014-10-04 21:11:25 +100047* 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
49 other Python users
50* 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
54 file format standards. They maintain a variety of tools, documentation
55 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
65
66Basic usage
67===========
68
69The standard packaging tools are all designed to be used from the command
Nick Coghlan1d520962014-09-06 20:38:23 +100070line.
Larry Hastings3732ed22014-03-15 21:13:56 -070071
72The following command will install the latest version of a module and its
Nick Coghlan5c4fbd52014-10-04 21:11:25 +100073dependencies from the Python Packaging Index::
Larry Hastings3732ed22014-03-15 21:13:56 -070074
Nick Coghlan1d520962014-09-06 20:38:23 +100075 python -m pip install SomePackage
76
77.. note::
78
79 For POSIX users (including Mac OS X and Linux users), the examples in
80 this guide assume the use of a :term:`virtual environment`.
81
82 For Windows users, the examples in this guide assume that the option to
83 adjust the system PATH environment variable was selected when installing
84 Python.
Larry Hastings3732ed22014-03-15 21:13:56 -070085
86It's also possible to specify an exact or minimum version directly on the
Senthil Kumaran76d9a6b2016-01-17 18:42:13 -080087command line. When using comparator operators such as ``>``, ``<`` or some other
88special character which get interpreted by shell, the package name and the
89version should be enclosed within double quotes::
Larry Hastings3732ed22014-03-15 21:13:56 -070090
Nick Coghlan1d520962014-09-06 20:38:23 +100091 python -m pip install SomePackage==1.0.4 # specific version
Senthil Kumaran76d9a6b2016-01-17 18:42:13 -080092 python -m pip install "SomePackage>=1.0.4" # minimum version
Larry Hastings3732ed22014-03-15 21:13:56 -070093
94Normally, if a suitable module is already installed, attempting to install
95it again will have no effect. Upgrading existing modules must be requested
96explicitly::
97
Nick Coghlan1d520962014-09-06 20:38:23 +100098 python -m pip install --upgrade SomePackage
Larry Hastings3732ed22014-03-15 21:13:56 -070099
100More information and resources regarding ``pip`` and its capabilities can be
Georg Brandle73778c2014-10-29 08:36:35 +0100101found in the `Python Packaging User Guide <https://packaging.python.org>`__.
Larry Hastings3732ed22014-03-15 21:13:56 -0700102
103``pyvenv`` has its own documentation at :ref:`scripts-pyvenv`. Installing
104into an active virtual environment uses the commands shown above.
105
106.. seealso::
107
Nick Coghlan5c4fbd52014-10-04 21:11:25 +1000108 `Python Packaging User Guide: Installing Python Distribution Packages
Georg Brandl5d941342016-02-26 19:37:12 +0100109 <https://packaging.python.org/en/latest/installing/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700110
111
112How do I ...?
113=============
114
115These are quick answers or links for some common tasks.
116
117... install ``pip`` in versions of Python prior to Python 3.4?
118--------------------------------------------------------------
119
120Python only started bundling ``pip`` with Python 3.4. For earlier versions,
121``pip`` needs to be "bootstrapped" as described in the Python Packaging
122User Guide.
123
124.. seealso::
125
Georg Brandl5d941342016-02-26 19:37:12 +0100126 `Python Packaging User Guide: Requirements for Installing Packages
127 <https://packaging.python.org/en/latest/installing/#requirements-for-installing-packages>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700128
129
130.. installing-per-user-installation:
131
132... install packages just for the current user?
133-----------------------------------------------
134
Nick Coghlan1d520962014-09-06 20:38:23 +1000135Passing the ``--user`` option to ``python -m pip install`` will install a
136package just for the current user, rather than for all users of the system.
Larry Hastings3732ed22014-03-15 21:13:56 -0700137
138
139... install scientific Python packages?
140---------------------------------------
141
142A number of scientific Python packages have complex binary dependencies, and
143aren't currently easy to install using ``pip`` directly. At this point in
144time, it will often be easier for users to install these packages by
145`other means
Georg Brandl5d941342016-02-26 19:37:12 +0100146<https://packaging.python.org/en/latest/science/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700147rather than attempting to install them with ``pip``.
148
149.. seealso::
150
151 `Python Packaging User Guide: Installing Scientific Packages
Georg Brandl5d941342016-02-26 19:37:12 +0100152 <https://packaging.python.org/en/latest/science/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700153
154
155... work with multiple versions of Python installed in parallel?
156----------------------------------------------------------------
157
158On Linux, Mac OS X and other POSIX systems, use the versioned Python commands
159in combination with the ``-m`` switch to run the appropriate copy of
160``pip``::
161
162 python2 -m pip install SomePackage # default Python 2
163 python2.7 -m pip install SomePackage # specifically Python 2.7
164 python3 -m pip install SomePackage # default Python 3
165 python3.4 -m pip install SomePackage # specifically Python 3.4
166
167(appropriately versioned ``pip`` commands may also be available)
168
169On Windows, use the ``py`` Python launcher in combination with the ``-m``
170switch::
171
172 py -2 -m pip install SomePackage # default Python 2
173 py -2.7 -m pip install SomePackage # specifically Python 2.7
174 py -3 -m pip install SomePackage # default Python 3
175 py -3.4 -m pip install SomePackage # specifically Python 3.4
176
177.. other questions:
178
179 Once the Development & Deployment part of PPUG is fleshed out, some of
180 those sections should be linked from new questions here (most notably,
181 we should have a question about avoiding depending on PyPI that links to
Georg Brandl5d941342016-02-26 19:37:12 +0100182 https://packaging.python.org/en/latest/mirrors/)
Larry Hastings3732ed22014-03-15 21:13:56 -0700183
184
185Common installation issues
186==========================
187
188Installing into the system Python on Linux
189------------------------------------------
190
191On Linux systems, a Python installation will typically be included as part
192of the distribution. Installing into this Python installation requires
193root access to the system, and may interfere with the operation of the
194system package manager and other components of the system if a component
195is unexpectedly upgraded using ``pip``.
196
197On such systems, it is often better to use a virtual environment or a
198per-user installation when installing packages with ``pip``.
199
200
201Installing binary extensions
202----------------------------
203
204Python has typically relied heavily on source based distribution, with end
205users being expected to compile extension modules from source as part of
206the installation process.
207
208With the introduction of support for the binary ``wheel`` format, and the
209ability to publish wheels for at least Windows and Mac OS X through the
Nick Coghlan5c4fbd52014-10-04 21:11:25 +1000210Python Packaging Index, this problem is expected to diminish over time,
Larry Hastings3732ed22014-03-15 21:13:56 -0700211as users are more regularly able to install pre-built extensions rather
212than needing to build them themselves.
213
214Some of the solutions for installing `scientific software
Georg Brandl5d941342016-02-26 19:37:12 +0100215<https://packaging.python.org/en/latest/science/>`__
Larry Hastings3732ed22014-03-15 21:13:56 -0700216that is not yet available as pre-built ``wheel`` files may also help with
217obtaining other binary extensions without needing to build them locally.
218
219.. seealso::
220
221 `Python Packaging User Guide: Binary Extensions
Georg Brandl5d941342016-02-26 19:37:12 +0100222 <https://packaging.python.org/en/latest/extensions/>`__