venv
--- 建立虛擬環境¶
在 3.3 版被加入.
原始碼:Lib/venv/
The venv
module supports creating lightweight "virtual environments",
each with their own independent set of Python packages installed in
their site
directories.
A virtual environment is created on top of an existing
Python installation, known as the virtual environment's "base" Python, and may
optionally be isolated from the packages in the base environment,
so only those explicitly installed in the virtual environment are available.
See Virtual Environments and site
's
virtual environments documentation
for more information.
When used from within a virtual environment, common installation tools such as pip will install Python packages into a virtual environment without needing to be told to do so explicitly.
A virtual environment is (amongst other things):
Used to contain a specific Python interpreter and software libraries and binaries which are needed to support a project (library or application). These are by default isolated from software in other virtual environments and Python interpreters and libraries installed in the operating system.
Contained in a directory, conventionally named
.venv
orvenv
in the project directory, or under a container directory for lots of virtual environments, such as~/.virtualenvs
.Not checked into source control systems such as Git.
Considered as disposable -- it should be simple to delete and recreate it from scratch. You don't place any project code in the environment.
Not considered as movable or copyable -- you just recreate the same environment in the target location.
更多關於 Python 虛擬環境的背景資訊請見 PEP 405。
Availability: not Android, not iOS, not WASI.
此模組在行動平台或WebAssembly 平台上不支援。
建立虛擬環境¶
虛擬環境是透過執行 venv
模組來建立:
python -m venv /path/to/new/virtual/environment
執行此命令會建立目標目錄(同時也會建立任何還不存在的父目錄)並在目錄中放置一個名為 pyvenv.cfg
的檔案,其中包含一個指向執行該命令的 Python 安裝路徑的 home
鍵。它同時會建立一個 bin
(在 Windows 上為 Scripts
)子目錄,其中包含一個 Python 二進位檔案的副本/符號連結(根據建立環境時使用的平台或引數而定)。此外,它還會建立一個 lib/pythonX.Y/site-packages
子目錄(在 Windows 上為 Libsite-packages
)。如果指定的目錄已存在,則將重新使用該目錄。
在 3.5 版的變更: 目前建議使用 venv
來建立虛擬環境。
Deprecated since version 3.6, removed in version 3.8: pyvenv 是在 Python 3.3 和 3.4 中建立虛擬環境的推薦工具,但在 Python 3.5 中已被直接執行 venv
所取代。
在 Windows 上,執行以下命令以使用 venv
:
PS> python -m venv C:\path\to\new\virtual\environment
如果使用 -h
選項執行該命令,將會顯示可用的選項:
usage: venv [-h] [--system-site-packages] [--symlinks | --copies] [--clear]
[--upgrade] [--without-pip] [--prompt PROMPT] [--upgrade-deps]
[--without-scm-ignore-files]
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.
options:
-h, --help show this help message and exit
--system-site-packages
Give the virtual environment access to the system
site-packages dir.
--symlinks Try to use symlinks rather than copies, when
symlinks are not the default for the platform.
--copies Try to use copies rather than symlinks, even when
symlinks are the default for the platform.
--clear Delete the contents of the environment directory
if it already exists, before environment creation.
--upgrade Upgrade the environment directory to use this
version of Python, assuming Python has been
upgraded in-place.
--without-pip Skips installing or upgrading pip in the virtual
environment (pip is bootstrapped by default)
--prompt PROMPT Provides an alternative prompt prefix for this
environment.
--upgrade-deps Upgrade core dependencies (pip) to the latest
version in PyPI
--without-scm-ignore-files
Skips adding SCM ignore files to the environment
directory (Git is supported by default).
Once an environment has been created, you may wish to activate it, e.g. by
sourcing an activate script in its bin directory.
在 3.4 版的變更: 預設會安裝 pip,並新增了 --without-pip
和 --copies
選項
在 3.4 版的變更: 在較早的版本中,如果目標目錄已存在,除非提供了 --clear
或 --upgrade
選項,否則會引發錯誤。
在 3.9 版的變更: 新增 --upgrade-deps
選項以將 pip 和 setuptools 升級至 PyPI 上的最新版本
在 3.12 版的變更: setuptools
is no longer a core venv dependency.
在 3.13 版的變更: 新增 --without-scm-ignore-files
選項
在 3.13 版的變更: venv
now creates a .gitignore
file for Git by default.
備註
雖然在 Windows 上支援符號連結,但並不建議使用。特別需要注意的是,在檔案總管中按兩下 python.exe
會急切地解析符號連結並忽略虛擬環境。
備註
在 Microsoft Windows 上,可能需要通過設置使用者的執行策略來啟用 Activate.ps1
腳本。你可以發出以下 PowerShell 命令來執行此操作:
PS C:\> Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser
有關更多資訊,請參閱關於執行策略。
被建立的 pyvenv.cfg
檔案還包括了 include-system-site-packages
的鍵,如果使用 venv
執行時帶有 --system-site-packages
選項,則設置為 true
,否則設置為 false
。
除非 --without-pip
選項被提供,否則將調用 ensurepip
來啟動 pip
到虛擬環境中。
可以向 venv
提供多個路徑,這樣每個提供的路徑都將根據給定的選項建立一個相同的虛擬環境。
虛擬環境如何運作¶
當 Python 直譯器跑在虛擬環境時,sys.prefix
和 sys.exec_prefix
會指向虛擬環境的目錄,而 sys.base_prefix
和 sys.base_exec_prefix
會指向建立虛擬環境的基礎 Python 的目錄。檢查 sys.prefix != sys.base_prefix
就可以確定目前的直譯器是否跑在虛擬環境中。
虛擬環境可以透過位於二進位檔案目錄中的腳本「啟用」(在 POSIX 上為 bin
;在 Windows 上為 Scripts
)這會將該目錄加入到你的 PATH
,當你運行 python 時就會調用該環境的直譯器並且執行已安裝的腳本,而不需要使用完整的路徑。啟動腳本的方式因平台而異(<venv>
需要替換成包含虛擬環境的目錄路徑)
平台 |
Shell |
啟動虛擬環境的指令 |
---|---|---|
POSIX |
bash/zsh |
|
fish |
|
|
csh/tcsh |
|
|
pwsh |
|
|
Windows |
cmd.exe |
|
PowerShell |
|
在 3.4 版被加入: fish 和 csh 啟動腳本。
在 3.8 版被加入: PowerShell 的啟動腳本安裝在 POSIX 上支援 PowerShell Core。
你不用特別開啟虛擬環境,你可以在調用 Python 時指定該環境下 Python 直譯器的完整路徑。此外,所有安裝在環境裡的腳本都應該都可以在未啟用虛擬環境的情況下運行。
為了實現這一點,安裝在虛擬環境中的腳本會有一個 "shebang" 列,此列指向該環境的 Python 直譯器 #!/<path-to-venv>/bin/python
。這代表無論 PATH
的值為何,該腳本都會在直譯器上運行。在 Windows 上,如果你安裝了 Python Launcher for Windows,則支援 "shebang" 列處理。因此,在 Windows 檔案總管(Windows Explorer)中雙擊已安裝的腳本,應該可以在沒有啟用環境或將其加入 PATH
的情況下正確地運行。
當虛擬環境被啟用時,VIRTUAL_ENV
環境變數會被設置為該環境的路徑。由於不需要明確啟用虛擬環境才能使用它。因此,無法依賴 VIRTUAL_ENV
來判斷是否正在使用虛擬環境。
警告
因為安裝在環境中的腳本不應該預期該環境已經被啟動,所以它們的 shebang 列會包含環境直譯器的絕對路徑。因此,在一般情況下,環境本質上是不可攜帶的。你應該使用一個簡單的方法來重新建立一個環境(例如:如果你有一個名為 requirements.txt
的需求檔案,你可以使用環境的 pip install -r requirements.txt
來安裝環境所需的所有套件)。如果出於某種原因,你需要將環境移至新位置,你應該在所需位置重新建立它,並刪除舊位置的環境。如果你移動環境是因為移動了其父目錄,你應該在新位置重新建立環境。否則,安裝在該環境中的軟體可能無法正常運作。
你可以在 shell 輸入 deactivate
來關閉虛擬環境。具體的使用方式因平台而異,是內部實作的細節(通常會使用腳本或是 shell 函式)
API¶
上述提到的高階 method(方法)透過簡單的 API 使用, 為第三方虛擬環境建立者提供可以依據他們需求來建立環境的客製化機制: EnvBuilder
class。
- class venv.EnvBuilder(system_site_packages=False, clear=False, symlinks=False, upgrade=False, with_pip=False, prompt=None, upgrade_deps=False, *, scm_ignore_files=frozenset())¶
進行實例化時,class
EnvBuilder
接受下列的關鍵字引數:system_site_packages -- 為一個 boolean (布林值),並表明系統的 Python site-packages 是否可以在環境中可用(預設為
False
)。clear -- 為一個 boolean,如果為 true,則在建立環境之前,刪除目標目錄內所有存在的內容。
symlinks -- 為一個 boolean,並表明是否嘗試與 Python 二進位檔案建立符號連結而不是複製該檔案。
upgrade -- 為一個 boolean,若為 true,則會在執行 Python 時為現有的環境進行升級。目的是讓 Python 可以升級到位(預設為
False
)。with_pip -- 為一個 boolean,若為 true,則確保 pip 有安裝至虛擬環境之中。當有
--default-pip
的選項時,會使用ensurepip
。prompt -- 為一個 String(字串),該字串會在虛擬環境啟動時被使用。(預設為
None
,代表該環境的目錄名稱會被使用)倘若出現特殊字串"."
,則當前目錄的 basename 會做為提示路徑使用。upgrade_deps -- 更新基礎 venv 模組至 PyPI 的最新版本
scm_ignore_files -- Create ignore files based for the specified source control managers (SCM) in the iterable. Support is defined by having a method named
create_{scm}_ignore_file
. The only value supported by default is"git"
viacreate_git_ignore_file()
.
在 3.4 版的變更: 新增
with_pip
參數在 3.6 版的變更: 新增
prompt
參數在 3.9 版的變更: 新增
upgrade_deps
參數在 3.13 版的變更: 新增
scm_ignore_files
參數EnvBuilder
可以被用作為基底類別。- create(env_dir)¶
透過指定將會容納虛擬環境的目標目錄來建立一個虛擬環境(絕對路徑或相對路徑到該目錄),也就是在該目錄中容納虛擬環境。
create
method 將會在指定的目錄下建立環境,或是觸發適當的例外。EnvBuilder
class 的create
method 會闡述可用的 Hooks 以客製化 subclass (子類別):def create(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)
每個 methods
ensure_directories()
、create_configuration()
、setup_python()
、setup_scripts()
及post_setup()
都可以被覆寫。
- ensure_directories(env_dir)¶
建立還不存在的環境目錄及必要的子目錄,並回傳一個情境物件(context object)。這個情境物件只是一個屬性 (例如:路徑) 的所有者,可被其他 method 使用。如果
EnvBuilder
已被建立且帶有clear=True
的引數,該環境目錄下的內容將被清空,以及所有必要的子目錄將被重新建立。回傳的情境物件(context object)其型別會是
types.SimpleNamespace
,並包含以下屬性:env_dir
- The location of the virtual environment. Used for__VENV_DIR__
in activation scripts (seeinstall_scripts()
).env_name
- The name of the virtual environment. Used for__VENV_NAME__
in activation scripts (seeinstall_scripts()
).prompt
- The prompt to be used by the activation scripts. Used for__VENV_PROMPT__
in activation scripts (seeinstall_scripts()
).executable
- The underlying Python executable used by the virtual environment. This takes into account the case where a virtual environment is created from another virtual environment.inc_path
- The include path for the virtual environment.lib_path
- The purelib path for the virtual environment.bin_path
- 虛擬環境的腳本路徑。bin_name
- The name of the script path relative to the virtual environment location. Used for__VENV_BIN_NAME__
in activation scripts (seeinstall_scripts()
).env_exe
- The name of the Python interpreter in the virtual environment. Used for__VENV_PYTHON__
in activation scripts (seeinstall_scripts()
).env_exec_cmd
- The name of the Python interpreter, taking into account filesystem redirections. This can be used to run Python in the virtual environment.
在 3.11 版的變更: The venv sysconfig installation scheme is used to construct the paths of the created directories.
在 3.12 版的變更: The attribute
lib_path
was added to the context, and the context object was documented.
- create_configuration(context)¶
在環境中建立
pyvenv.cfg
設定檔。
- setup_python(context)¶
Creates a copy or symlink to the Python executable in the environment. On POSIX systems, if a specific executable
python3.x
was used, symlinks topython
andpython3
will 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.
- upgrade_dependencies(context)¶
Upgrades the core venv dependency packages (currently pip) in the environment. This is done by shelling out to the
pip
executable in the environment.在 3.9 版被加入.
在 3.12 版的變更: setuptools 不再是核心 venv 的依賴。
- 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.
- install_scripts(context, path)¶
This method can be called from
setup_scripts()
orpost_setup()
in subclasses to assist in installing custom scripts into the virtual environment.path is the path to a directory that should contain subdirectories
common
,posix
,nt
; each containing scripts destined for thebin
directory in the environment. The contents ofcommon
and the directory corresponding toos.name
are 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_PROMPT__
is replaced with the prompt (the environment name surrounded by parentheses and with a following space)__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 directories are allowed to exist (for when an existing environment is being upgraded).
- create_git_ignore_file(context)¶
Creates a
.gitignore
file within the virtual environment that causes the entire directory to be ignored by the Git source control manager.在 3.13 版被加入.
在 3.7.2 版的變更: Windows now uses redirector scripts for
python[w].exe
instead of copying the actual binaries. In 3.7.2 onlysetup_python()
does nothing unless running from a build in the source tree.在 3.7.3 版的變更: Windows copies the redirector scripts as part of
setup_python()
instead ofsetup_scripts()
. This was not the case in 3.7.2. When using symlinks, the original executables will be linked.
There is also a module-level convenience function:
- venv.create(env_dir, system_site_packages=False, clear=False, symlinks=False, with_pip=False, prompt=None, upgrade_deps=False, *, scm_ignore_files=frozenset())¶
Create an
EnvBuilder
with the given keyword arguments, and call itscreate()
method with the env_dir argument.在 3.3 版被加入.
在 3.4 版的變更: 新增 with_pip 參數
在 3.6 版的變更: 新增 prompt 參數
在 3.9 版的變更: 新增 upgrade_deps 參數
在 3.13 版的變更: 新增 scm_ignore_files 參數
一個擴展 EnvBuilder
的範例¶
The following script shows how to extend EnvBuilder
by implementing a
subclass which installs setuptools and pip into a created virtual environment:
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 virtual environment.
:param nodist: If true, setuptools and pip are not installed into the
created virtual environment.
:param nopip: If true, pip is not installed into the created
virtual 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
virtual environment being created.
:param context: The information for the virtual 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 virtual environment'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 virtual environment
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 virtual environment.
:param context: The information for the virtual environment
creation request being processed.
"""
url = "https://bootstrap.pypa.io/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 virtual environment.
:param context: The information for the virtual environment
creation request being processed.
"""
url = 'https://bootstrap.pypa.io/get-pip.py'
self.install_script(context, 'pip', url)
def main(args=None):
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 in which to create the '
'virtual environment.')
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 '
'virtual environment '
'directory if it already '
'exists, before virtual '
'environment creation.')
parser.add_argument('--upgrade', default=False, action='store_true',
dest='upgrade', help='Upgrade the virtual '
'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 download online.