PEP 405 – Python Virtual Environments
- Author:
- Carl Meyer <carl at oddbird.net>
- BDFL-Delegate:
- Alyssa Coghlan
- Status:
- Final
- Type:
- Standards Track
- Topic:
- Packaging
- Created:
- 13-Jun-2011
- Python-Version:
- 3.3
- Post-History:
- 24-Oct-2011, 28-Oct-2011, 06-Mar-2012, 24-May-2012
- Resolution:
- Python-Dev message
Table of Contents
Abstract
This PEP proposes to add to Python a mechanism for 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, but shares the standard library with the base installed Python.
Motivation
The utility of Python virtual environments has already been well established by the popularity of existing third-party virtual-environment tools, primarily Ian Bicking’s virtualenv. Virtual environments are already widely used for dependency management and isolation, ease of installing and using Python packages without system-administrator access, and automated testing of Python software across multiple Python versions, among other uses.
Existing virtual environment tools suffer from lack of support from
the behavior of Python itself. Tools such as rvirtualenv, which do
not copy the Python binary into the virtual environment, cannot
provide reliable isolation from system site directories. Virtualenv,
which does copy the Python binary, is forced to duplicate much of
Python’s site
module and manually symlink/copy an ever-changing
set of standard-library modules into the virtual environment in order
to perform a delicate boot-strapping dance at every startup.
(Virtualenv must copy the binary in order to provide isolation, as
Python dereferences a symlinked executable before searching for
sys.prefix
.)
The PYTHONHOME
environment variable, Python’s only existing
built-in solution for virtual environments, requires
copying/symlinking the entire standard library into every environment.
Copying the whole standard library is not a lightweight solution, and
cross-platform support for symlinks remains inconsistent (even on
Windows platforms that do support them, creating them often requires
administrator privileges).
A virtual environment mechanism integrated with Python and drawing on years of experience with existing third-party tools can lower maintenance, raise reliability, and be more easily available to all Python users.
Specification
When the Python binary is executed, it attempts to determine its
prefix (which it stores in sys.prefix
), which is then used to find
the standard library and other key files, and by the site
module
to determine the location of the site-package directories. Currently
the prefix is found (assuming PYTHONHOME
is not set) by first
walking up the filesystem tree looking for a marker file (os.py
)
that signifies the presence of the standard library, and if none is
found, falling back to the build-time prefix hardcoded in the binary.
This PEP proposes to add a new first step to this search. If a
pyvenv.cfg
file is found either adjacent to the Python executable or
one directory above it (if the executable is a symlink, it is not
dereferenced), this file is scanned for lines of the form key =
value
. If a home
key is found, this signifies that the Python
binary belongs to a virtual environment, and the value of the home
key is the directory containing the Python executable used to create
this virtual environment.
In this case, prefix-finding continues as normal using the value of
the home
key as the effective Python binary location, which finds
the prefix of the base installation. sys.base_prefix
is set to
this value, while sys.prefix
is set to the directory containing
pyvenv.cfg
.
(If pyvenv.cfg
is not found or does not contain the home
key,
prefix-finding continues normally, and sys.prefix
will be equal to
sys.base_prefix
.)
Also, sys.base_exec_prefix
is added, and handled similarly with
regard to sys.exec_prefix
. (sys.exec_prefix
is the equivalent of
sys.prefix
, but for platform-specific files; by default it has the
same value as sys.prefix
.)
The site
and sysconfig
standard-library modules are modified
such that the standard library and header files are found relative
to sys.base_prefix
/ sys.base_exec_prefix
, while site-package
directories (“purelib” and “platlib”, in sysconfig
terms) are still
found relative to sys.prefix
/ sys.exec_prefix
.
Thus, a Python virtual environment in its simplest form would consist
of nothing more than a copy or symlink of the Python binary
accompanied by a pyvenv.cfg
file and a site-packages directory.
Isolation from system site-packages
By default, a virtual environment is entirely isolated from the system-level site-packages directories.
If the pyvenv.cfg
file also contains a key
include-system-site-packages
with a value of true
(not case
sensitive), the site
module will also add the system site
directories to sys.path
after the virtual environment site
directories. Thus system-installed packages will still be importable,
but a package of the same name installed in the virtual environment
will take precedence.
PEP 370 user-level site-packages are considered part of the system
site-packages for venv purposes: they are not available from an
isolated venv, but are available from an
include-system-site-packages = true
venv.
Creating virtual environments
This PEP also proposes adding a new venv
module to the standard
library which implements the creation of virtual environments. This
module can be executed using the -m
flag:
python3 -m venv /path/to/new/virtual/environment
A pyvenv
installed script is also provided to make this more
convenient:
pyvenv /path/to/new/virtual/environment
Running this command creates the target directory (creating any parent
directories that don’t exist already) and places a pyvenv.cfg
file
in it with a home
key pointing to the Python installation the
command was run from. It also creates a bin/
(or Scripts
on
Windows) subdirectory containing a copy (or symlink) of the python3
executable, and the pysetup3
script from the packaging
standard
library module (to facilitate easy installation of packages from PyPI
into the new venv). And it creates an (initially empty)
lib/pythonX.Y/site-packages
(or Lib\site-packages
on Windows)
subdirectory.
If the target directory already exists an error will be raised, unless
the --clear
option was provided, in which case the target
directory will be deleted and virtual environment creation will
proceed as usual.
The created pyvenv.cfg
file also includes the
include-system-site-packages
key, set to true
if pyvenv
is
run with the --system-site-packages
option, false
by default.
Multiple paths can be given to pyvenv
, in which case an identical
venv will be created, according to the given options, at each
provided path.
The venv
module also places “shell activation scripts” for POSIX and
Windows systems in the bin
or Scripts
directory of the
venv. These scripts simply add the virtual environment’s bin
(or
Scripts
) directory to the front of the user’s shell PATH. This is
not strictly necessary for use of a virtual environment (as an explicit
path to the venv’s python binary or scripts can just as well be used),
but it is convenient.
In order to allow pysetup
and other Python package managers to
install packages into the virtual environment the same way they would
install into a normal Python installation, and avoid special-casing
virtual environments in sysconfig
beyond using sys.base_prefix
in place of sys.prefix
where appropriate, the internal virtual
environment layout mimics the layout of the Python installation itself
on each platform. So a typical virtual environment layout on a POSIX
system would be:
pyvenv.cfg
bin/python3
bin/python
bin/pysetup3
include/
lib/python3.3/site-packages/
While on a Windows system:
pyvenv.cfg
Scripts/python.exe
Scripts/python3.dll
Scripts/pysetup3.exe
Scripts/pysetup3-script.py
... other DLLs and pyds...
Include/
Lib/site-packages/
Third-party packages installed into the virtual environment will have
their Python modules placed in the site-packages
directory, and
their executables placed in bin/
or Scripts
.
Note
On a normal Windows system-level installation, the Python binary itself wouldn’t go inside the “Scripts/” subdirectory, as it does in the default venv layout. This is useful in a virtual environment so that a user only has to add a single directory to their shell PATH in order to effectively “activate” the virtual environment.
Note
On Windows, it is necessary to also copy or symlink DLLs and pyd files from compiled stdlib modules into the env, because if the venv is created from a non-system-wide Python installation, Windows won’t be able to find the Python installation’s copies of those files when Python is run from the venv.
Sysconfig install schemes and user-site
This approach explicitly chooses not to introduce a new sysconfig
install scheme for venvs. Rather, by modifying sys.prefix
we
ensure that existing install schemes which base locations on
sys.prefix
will simply work in a venv. Installation to other
install schemes (for instance, the user-site schemes) whose paths are
not relative to sys.prefix
, will not be affected by a venv at all.
It may be feasible to create an alternative implementation of Python virtual environments based on a virtual-specific sysconfig scheme, but it would be less robust, as it would require more code to be aware of whether it is operating within a virtual environment or not.
Copies versus symlinks
The technique in this PEP works equally well in general with a copied or symlinked Python binary (and other needed DLLs on Windows). Symlinking is preferable where possible, because in the case of an upgrade to the underlying Python installation, a Python executable copied in a venv might become out-of-sync with the installed standard library and require manual upgrade.
There are some cross-platform difficulties with symlinks:
- Not all Windows versions support symlinks, and even on those that do, creating them often requires administrator privileges.
- On OS X framework builds of Python, sys.executable is just a stub that executes the real Python binary. Symlinking this stub does not work; it must be copied. (Fortunately the stub is also small, and not changed by bugfix upgrades to Python, so copying it is not an issue).
Thus, this PEP proposes to symlink the binary on all platforms except
for Windows, and OS X framework builds. A --symlink
option is
available to force the use of symlinks on Windows versions that
support them, if the appropriate permissions are available. (This
option has no effect on OS X framework builds, since symlinking can
never work there, and has no advantages).
On Windows, if --symlink
is not used, this means that if the
underlying Python installation is upgraded, the Python binary and DLLs
in the venv should be updated, or there could be issues of mismatch
with the upgraded standard library. The pyvenv script accepts a
--upgrade
option for easily performing this upgrade on an existing
venv.
Include files
Current virtualenv handles include files in this way:
On POSIX systems where the installed Python’s include files are found in
${base_prefix}/include/pythonX.X
, virtualenv creates
${venv}/include/
and symlinks ${base_prefix}/include/pythonX.X
to ${venv}/include/pythonX.X
. On Windows, where Python’s include
files are found in {{ sys.prefix }}/Include
and symlinks are not
reliably available, virtualenv copies {{ sys.prefix }}/Include
to
${venv}/Include
. This ensures that extension modules built and
installed within the virtualenv will always find the Python header files
they need in the expected location relative to sys.prefix
.
This solution is not ideal when an extension module installs its own
header files, as the default installation location for those header
files may be a symlink to a system directory that may not be
writable. One installer, pip, explicitly works around this by
installing header files to a nonstandard location
${venv}/include/site/pythonX.X/
, as in Python there’s currently no
standard abstraction for a site-specific include directory.
This PEP proposes a slightly different approach, though one with
essentially the same effect and the same set of advantages and
disadvantages. Rather than symlinking or copying include files into the
venv, we simply modify the sysconfig schemes so that header files are
always sought relative to base_prefix
rather than prefix
. (We
also create an include/
directory within the venv, so installers
have somewhere to put include files installed within the env).
Better handling of include files in distutils/packaging and, by extension, pyvenv, is an area that may deserve its own future PEP. For now, we propose that the behavior of virtualenv has thus far proved itself to be at least “good enough” in practice.
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.
The venv
module contains an EnvBuilder
class which 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 toFalse
.
The instantiated env-builder has a create
method, which takes as
required argument the path (absolute or relative to the current
directory) of the target directory which is to contain the virtual
environment. The create
method either creates the environment in
the specified directory, or raises an appropriate exception.
The venv
module also provides a module-level create
function
as a convenience:
def create(env_dir,
system_site_packages=False, clear=False, use_symlinks=False):
builder = EnvBuilder(
system_site_packages=system_site_packages,
clear=clear,
use_symlinks=use_symlinks)
builder.create(env_dir)
Creators of third-party virtual environment tools are free to use the
provided EnvBuilder
class as a base class.
The create
method of the EnvBuilder
class illustrates the
hooks available for customization:
def create(self, env_dir):
"""
Create a virtualized Python environment in a directory.
:param env_dir: The target directory to create an environment in.
"""
env_dir = os.path.abspath(env_dir)
context = self.create_directories(env_dir)
self.create_configuration(context)
self.setup_python(context)
self.post_setup(context)
Each of the methods create_directories
, create_configuration
,
setup_python
, and post_setup
can be overridden. The functions
of these methods are:
create_directories
- 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.create_configuration
- creates thepyvenv.cfg
configuration file in the environment.setup_python
- creates a copy of the Python executable (and, under Windows, DLLs) in the environment.post_setup
- A (no-op by default) hook method which can be overridden in third party subclasses to pre-install packages or install scripts in the virtual environment.
In addition, EnvBuilder
provides a utility method that can be
called from post_setup
in subclasses to assist in installing
custom scripts into the virtual environment. The method
install_scripts
accepts as arguments the context
object (see
above) and a path to a directory. The directory 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 to os.name
are copied
after doing some text replacement of placeholders:
__VENV_DIR__
is replaced with 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 (eitherbin
orScripts
).__VENV_PYTHON__
is replaced with the absolute path of the environment’s executable.
The DistributeEnvBuilder
subclass in the reference implementation
illustrates how the customization hook can be used in practice to
pre-install Distribute into the virtual environment. It’s not
envisaged that DistributeEnvBuilder
will be actually added to
Python core, but it makes the reference implementation more
immediately useful for testing and exploratory purposes.
Backwards Compatibility
Splitting the meanings of sys.prefix
Any virtual environment tool along these lines (which attempts to
isolate site-packages, while still making use of the base Python’s
standard library with no need for it to be symlinked into the virtual
environment) is proposing a split between two different meanings
(among others) that are currently both wrapped up in sys.prefix
:
the answers to the questions “Where is the standard library?” and
“Where is the site-packages location where third-party modules should
be installed?”
This split could be handled by introducing a new sys
attribute for
either the former prefix or the latter prefix. Either option
potentially introduces some backwards-incompatibility with software
written to assume the other meaning for sys.prefix
. (Such
software should preferably be using the APIs in the site
and
sysconfig
modules to answer these questions rather than using
sys.prefix
directly, in which case there is no
backwards-compatibility issue, but in practice sys.prefix
is
sometimes used.)
The documentation for sys.prefix
describes it as “A string
giving the site-specific directory prefix where the platform
independent Python files are installed,” and specifically mentions the
standard library and header files as found under sys.prefix
. It
does not mention site-packages
.
Maintaining this documented definition would mean leaving
sys.prefix
pointing to the base system installation (which is
where the standard library and header files are found), and
introducing a new value in sys
(something like
sys.site_prefix
) to point to the prefix for site-packages
.
This would maintain the documented semantics of sys.prefix
, but
risk breaking isolation if third-party code uses sys.prefix
rather
than sys.site_prefix
or the appropriate site
API to find
site-packages directories.
The most notable case is probably setuptools and its fork
distribute, which mostly use distutils
and sysconfig
APIs,
but do use sys.prefix
directly to build up a list of site
directories for pre-flight checking where pth
files can usefully be
placed.
Otherwise, a Google Code Search turns up what appears to be a
roughly even mix of usage between packages using sys.prefix
to
build up a site-packages path and packages using it to e.g. eliminate
the standard-library from code-execution tracing.
Although it requires modifying the documented definition of
sys.prefix
, this PEP prefers to have sys.prefix
point to the
virtual environment (where site-packages
is found), and introduce
sys.base_prefix
to point to the standard library and Python header
files. Rationale for this choice:
- It is preferable to err on the side of greater isolation of the virtual environment.
- Virtualenv already modifies
sys.prefix
to point at the virtual environment, and in practice this has not been a problem. - No modification is required to setuptools/distribute.
Impact on other Python implementations
The majority of this PEP’s changes occur in the standard library, which is shared by other Python implementations and should not present any problem.
Other Python implementations will need to replicate the new
sys.prefix
-finding behavior of the interpreter bootstrap, including
locating and parsing the pyvenv.cfg
file, if it is present.
Reference Implementation
The reference implementation is found in a clone of the CPython
Mercurial repository. To test it, build and run bin/pyvenv
/path/to/new/venv
to create a virtual environment.
Copyright
This document has been placed in the public domain.
Source: https://github.com/python/peps/blob/main/peps/pep-0405.rst
Last modified: 2023-10-11 12:05:51 GMT