26.9.venv— Creation of virtual environments

New in version 3.3.

Source code:Lib/venv


Thevenvmodule provides support for creating lightweight “virtual environments” with their own site directories, optionally isolated from system site directories. Each virtual environment has its own Python binary (allowing creation of environments with various Python versions) and can have its own independent set of installed Python packages in its site directories.

SeePEP 405for more information about Python virtual environments.

26.9.1. Creating virtual environments

Creation ofvirtual environmentsis done by executing the pyvenvscript:

pyvenv/path/to/new/virtual/environment

Running this command creates the target directory (creating any parent directories that don’t exist already) and places apyvenv.cfgfile in it with ahomekey pointing to the Python installation the command was run from. It also creates abin(orScriptson Windows) subdirectory containing a copy of thepythonbinary (or binaries, in the case of Windows). It also creates an (initially empty)lib/pythonX.Y/site-packages subdirectory (on Windows, this isLib\site-packages).

On Windows, you may have to invoke thepyvenvscript as follows, if you don’t have the relevant PATH and PATHEXT settings:

c:\Temp>c:\Python33\python c:\Python33\Tools\Scripts\pyvenv.py myenv

or equivalently:

c:\Temp>c:\Python33\python -m venv myenv

The command, if run with-h,will show the available options:

usage: pyvenv [-h] [--system-site-packages] [--symlinks] [--clear]
[--upgrade] ENV_DIR [ENV_DIR...]

Creates virtual Python environments in one or more target directories.

positional arguments:
ENV_DIR A directory to create the environment in.

optional arguments:
-h, --help show this help message and exit
--system-site-packages Give access to the global site-packages dir to the
virtual environment.
--symlinks Try to use symlinks rather than copies, when symlinks
are not the default for the platform.
--clear Delete the environment directory if it already exists.
If not specified and the directory exists, an error is
raised.
--upgrade Upgrade the environment directory to use this version
of Python, assuming Python has been upgraded in-place.

If the target directory already exists an error will be raised, unless the--clearor--upgradeoption was provided.

The createdpyvenv.cfgfile also includes the include-system-site-packageskey, set totrueifvenvis run with the--system-site-packagesoption,falseotherwise.

Multiple paths can be given topyvenv,in which case an identical virtualenv will be created, according to the given options, at each provided path.

Once a venv has been created, it can be “activated” using a script in the venv’s binary directory. The invocation of the script is platform-specific: on a Posix platform, you would typically do:

$ source <venv>/bin/activate

whereas on Windows, you might do:

C:\> <venv>/Scripts/activate

if you are using thecmd.exeshell, or perhaps:

PS C:\> <venv>/Scripts/Activate.ps1

if you use PowerShell.

You don’t specificallyneedto activate an environment; activation just prepends the venv’s binary directory to your path, so that “python” invokes the venv’s Python interpreter and you can run installed scripts without having to use their full path. However, all scripts installed in a venv should be runnable without activating it, and run with the venv’s Python automatically.

You can deactivate a venv by typing “deactivate” in your shell. The exact mechanism is platform-specific: for example, the Bash activation script defines a “deactivate” function, whereas on Windows there are separate scripts called deactivate.batandDeactivate.ps1which are installed when the venv is created.

Note

A virtual environment (also called avenv) is a Python environment such that the Python interpreter, libraries and scripts installed into it are isolated from those installed in other virtual environments, and (by default) any libraries installed in a “system” Python, i.e. one which is installed as part of your operating system.

A venv is a directory tree which contains Python executable files and other files which indicate that it is a venv.

Common installation tools such asSetuptoolsandpipwork as expected with venvs - i.e. when a venv is active, they install Python packages into the venv without needing to be told to do so explicitly. Of course, you need to install them into the venv first: this could be done by runningez_setup.pywith the venv activated, followed by runningeasy_installpip.Alternatively, you could download the source tarballs and runpythonsetup.pyinstallafter unpacking, with the venv activated.

When a venv is active (i.e. the venv’s Python interpreter is running), the attributessys.prefixandsys.exec_prefixpoint to the base directory of the venv, whereassys.base_prefixand sys.base_exec_prefixpoint to the non-venv Python installation which was used to create the venv. If a venv is not active, then sys.prefixis the same assys.base_prefixand sys.exec_prefixis the same assys.base_exec_prefix(they all point to a non-venv Python installation).

When a venv is active, any options that change the installation path will be ignored from all distutils configuration files to prevent projects being inadvertently installed outside of the virtual environment.

When working in a command shell, users can make a venv active by running an activatescript in the venv’s executables directory (the precise filename is shell-dependent), which prepends the venv’s directory for executables to thePATHenvironment variable for the running shell. There should be no need in other circumstances to activate a venv – scripts installed into venvs have a shebang line which points to the venv’s Python interpreter. This means that the script will run with that interpreter regardless of the value ofPATH.On Windows, shebang line processing is supported if you have the Python Launcher for Windows installed (this was added to Python in 3.3 - see PEP 397for more details). Thus, double-clicking an installed script in a Windows Explorer window should run the script with the correct interpreter without there needing to be any reference to its venv inPATH.

26.9.2. API

The high-level method described above makes use of a simple API which provides mechanisms for third-party virtual environment creators to customize environment creation according to their needs, theEnvBuilderclass.

classvenv.EnvBuilder(system_site_packages=False,clear=False,symlinks=False,upgrade=False)

TheEnvBuilderclass accepts the following keyword arguments on instantiation:

  • system_site_packages– a Boolean value indicating that the system Python site-packages should be available to the environment (defaults toFalse).
  • clear– a Boolean value which, if true, will delete any existing target directory instead of raising an exception (defaults toFalse).
  • symlinks– a Boolean value indicating whether to attempt to symlink the Python binary (and any necessary DLLs or other binaries, e.g.pythonw.exe), rather than copying. Defaults toTrueon Linux and Unix systems, butFalseon Windows.
  • upgrade– a Boolean value which, if true, will upgrade an existing environment with the running Python - for use when that Python has been upgraded in-place (defaults toFalse).

Creators of third-party virtual environment tools will be free to use the providedEnvBuilderclass as a base class.

The returned env-builder is an object which has a method,create:

create(env_dir)

This method takes as required argument the path (absolute or relative to the current directory) of the target directory which is to contain the virtual environment. Thecreatemethod will either create the environment in the specified directory, or raise an appropriate exception.

Thecreatemethod of theEnvBuilderclass illustrates the hooks available for subclass customization:

defcreate(self,env_dir):
"""
Create a virtualized Python environment in a directory.
env_dir is the target directory to create an environment in.
"""
env_dir=os.path.abspath(env_dir)
context=self.ensure_directories(env_dir)
self.create_configuration(context)
self.setup_python(context)
self.setup_scripts(context)
self.post_setup(context)

Each of the methodsensure_directories(), create_configuration(),setup_python(), setup_scripts()andpost_setup()can be overridden.

ensure_directories(env_dir)

Creates the environment directory and all necessary directories, and returns a context object. This is just a holder for attributes (such as paths), for use by the other methods. The directories are allowed to exist already, as long as eitherclearorupgradewere specified to allow operating on an existing environment directory.

create_configuration(context)

Creates thepyvenv.cfgconfiguration file in the environment.

setup_python(context)

Creates a copy of the Python executable (and, under Windows, DLLs) in the environment. On a POSIX system, if a specific executable python3.xwas used, symlinks topythonandpython3will be created pointing to that executable, unless files with those names already exist.

setup_scripts(context)

Installs activation scripts appropriate to the platform into the virtual environment.

post_setup(context)

A placeholder method which can be overridden in third party implementations to pre-install packages in the virtual environment or perform other post-creation steps.

In addition,EnvBuilderprovides this utility method that can be called fromsetup_scripts()orpost_setup()in subclasses to assist in installing custom scripts into the virtual environment.

install_scripts(context,path)

pathis the path to a directory that should contain subdirectories “common”, “posix”, “nt”, each containing scripts destined for the bin directory in the environment. The contents of “common” and the directory corresponding toos.nameare copied after some text replacement of placeholders:

  • __VENV_DIR__is replaced with the absolute path of the environment directory.
  • __VENV_NAME__is replaced with the environment name (final path segment of environment directory).
  • __VENV_BIN_NAME__is replaced with the name of the bin directory (eitherbinorScripts).
  • __VENV_PYTHON__is replaced with the absolute path of the environment’s executable.

The directories are allowed to exist (for when an existing environment is being upgraded).

There is also a module-level convenience function:

venv.create(env_dir,system_site_packages=False,clear=False,symlinks=False)

Create anEnvBuilderwith the given keyword arguments, and call its create()method with theenv_dirargument.

26.9.3. An example of extendingEnvBuilder

The following script shows how to extendEnvBuilderby implementing a subclass which installs setuptools and pip into a created venv:

import os
import os.path
from subprocess import Popen, PIPE
import sys
from threading import Thread
from urllib.parse import urlparse
from urllib.request import urlretrieve
import venv

class ExtendedEnvBuilder(venv.EnvBuilder):
"""
This builder installs setuptools and pip so that you can pip or
easy_install other packages into the created environment.

:param nodist: If True, setuptools and pip are not installed into the
created environment.
:param nopip: If True, pip is not installed into the created
environment.
:param progress: If setuptools or pip are installed, the progress of the
installation can be monitored by passing a progress
callable. If specified, it is called with two
arguments: a string indicating some progress, and a
context indicating where the string is coming from.
The context argument can have one of three values:
'main', indicating that it is called from virtualize()
itself, and 'stdout' and 'stderr', which are obtained
by reading lines from the output streams of a subprocess
which is used to install the app.

If a callable is not specified, default progress
information is output to sys.stderr.
"""

def __init__(self, *args, **kwargs):
self.nodist = kwargs.pop('nodist', False)
self.nopip = kwargs.pop('nopip', False)
self.progress = kwargs.pop('progress', None)
self.verbose = kwargs.pop('verbose', False)
super().__init__(*args, **kwargs)

def post_setup(self, context):
"""
Set up any packages which need to be pre-installed into the
environment being created.

:param context: The information for the environment creation request
being processed.
"""
os.environ['VIRTUAL_ENV'] = context.env_dir
if not self.nodist:
self.install_setuptools(context)
# Can't install pip without setuptools
if not self.nopip and not self.nodist:
self.install_pip(context)

def reader(self, stream, context):
"""
Read lines from a subprocess' output stream and either pass to a progress
callable (if specified) or write progress information to sys.stderr.
"""
progress = self.progress
while True:
s = stream.readline()
if not s:
break
if progress is not None:
progress(s, context)
else:
if not self.verbose:
sys.stderr.write('.')
else:
sys.stderr.write(s.decode('utf-8'))
sys.stderr.flush()
stream.close()

def install_script(self, context, name, url):
_, _, path, _, _, _ = urlparse(url)
fn = os.path.split(path)[-1]
binpath = context.bin_path
distpath = os.path.join(binpath, fn)
# Download script into the env's binaries folder
urlretrieve(url, distpath)
progress = self.progress
if self.verbose:
term = '\n'
else:
term = ''
if progress is not None:
progress('Installing %s...%s' % (name, term), 'main')
else:
sys.stderr.write('Installing %s...%s' % (name, term))
sys.stderr.flush()
# Install in the env
args = [context.env_exe, fn]
p = Popen(args, stdout=PIPE, stderr=PIPE, cwd=binpath)
t1 = Thread(target=self.reader, args=(p.stdout, 'stdout'))
t1.start()
t2 = Thread(target=self.reader, args=(p.stderr, 'stderr'))
t2.start()
p.wait()
t1.join()
t2.join()
if progress is not None:
progress('done.', 'main')
else:
sys.stderr.write('done.\n')
# Clean up - no longer needed
os.unlink(distpath)

def install_setuptools(self, context):
"""
Install setuptools in the environment.

:param context: The information for the environment creation request
being processed.
"""
url = 'https://bitbucket.org/pypa/setuptools/downloads/ez_setup.py'
self.install_script(context, 'setuptools', url)
# clear up the setuptools archive which gets downloaded
pred = lambda o: o.startswith('setuptools-') and o.endswith('.tar.gz')
files = filter(pred, os.listdir(context.bin_path))
for f in files:
f = os.path.join(context.bin_path, f)
os.unlink(f)

def install_pip(self, context):
"""
Install pip in the environment.

:param context: The information for the environment creation request
being processed.
"""
url = 'https://raw.github.com/pypa/pip/master/contrib/get-pip.py'
self.install_script(context, 'pip', url)

def main(args=None):
compatible = True
if sys.version_info < (3, 3):
compatible = False
elif not hasattr(sys, 'base_prefix'):
compatible = False
if not compatible:
raise ValueError('This script is only for use with '
'Python 3.3 or later')
else:
import argparse

parser = argparse.ArgumentParser(prog=__name__,
description='Creates virtual Python '
'environments in one or '
'more target '
'directories.')
parser.add_argument('dirs', metavar='ENV_DIR', nargs='+',
help='A directory to create the environment in.')
parser.add_argument('--no-setuptools', default=False,
action='store_true', dest='nodist',
help= "Don't install setuptools or pip in the"
"virtual environment." )
parser.add_argument('--no-pip', default=False,
action='store_true', dest='nopip',
help= "Don't install pip in the virtual"
"environment." )
parser.add_argument('--system-site-packages', default=False,
action='store_true', dest='system_site',
help='Give the virtual environment access to the '
'system site-packages dir.')
if os.name == 'nt':
use_symlinks = False
else:
use_symlinks = True
parser.add_argument('--symlinks', default=use_symlinks,
action='store_true', dest='symlinks',
help='Try to use symlinks rather than copies, '
'when symlinks are not the default for '
'the platform.')
parser.add_argument('--clear', default=False, action='store_true',
dest='clear', help='Delete the contents of the '
'environment directory if it '
'already exists, before '
'environment creation.')
parser.add_argument('--upgrade', default=False, action='store_true',
dest='upgrade', help='Upgrade the environment '
'directory to use this version '
'of Python, assuming Python '
'has been upgraded in-place.')
parser.add_argument('--verbose', default=False, action='store_true',
dest='verbose', help='Display the output '
'from the scripts which '
'install setuptools and pip.')
options = parser.parse_args(args)
if options.upgrade and options.clear:
raise ValueError('you cannot supply --upgrade and --clear together.')
builder = ExtendedEnvBuilder(system_site_packages=options.system_site,
clear=options.clear,
symlinks=options.symlinks,
upgrade=options.upgrade,
nodist=options.nodist,
nopip=options.nopip,
verbose=options.verbose)
for d in options.dirs:
builder.create(d)

if __name__ == '__main__':
rc = 1
try:
main()
rc = 0
except Exception as e:
print('Error: %s' % e, file=sys.stderr)
sys.exit(rc)

This script is also available for downloadonline.