如何获得在计算机上安装的Python模块列表?


当前回答

警告:Adam Matan不鼓励在pip > 10.0中使用此功能。另外,请阅读下面@sinoroc的评论

这是受到Adam Matan的回答(公认的答案)的启发:

import tabulate
try:
  from pip import get_installed_distributions
except:
  from pip._internal.utils.misc import get_installed_distributions

tabpackages = []
for _, package in sorted([('%s %s' % (i.location, i.key), i) for i in get_installed_distributions()]):
  tabpackages.append([package.location, package.key, package.version])

print(tabulate.tabulate(tabpackages))

然后打印出一个表格的形式

19:33 pi@rpi-v3 [iot-wifi-2] ~/python$ python installed_packages.py
-------------------------------------------  --------------  ------
/home/pi/.local/lib/python2.7/site-packages  enum-compat     0.0.2
/home/pi/.local/lib/python2.7/site-packages  enum34          1.1.6
/home/pi/.local/lib/python2.7/site-packages  pexpect         4.2.1
/home/pi/.local/lib/python2.7/site-packages  ptyprocess      0.5.2
/home/pi/.local/lib/python2.7/site-packages  pygatt          3.2.0
/home/pi/.local/lib/python2.7/site-packages  pyserial        3.4
/usr/local/lib/python2.7/dist-packages       bluepy          1.1.1
/usr/local/lib/python2.7/dist-packages       click           6.7
/usr/local/lib/python2.7/dist-packages       click-datetime  0.2
/usr/local/lib/python2.7/dist-packages       construct       2.8.21
/usr/local/lib/python2.7/dist-packages       pyaudio         0.2.11
/usr/local/lib/python2.7/dist-packages       tabulate        0.8.2
-------------------------------------------  --------------  ------

这可以让您轻松地辨别安装了哪些包,哪些包没有安装sudo。


顺便说一句:我注意到,当我通过sudo安装一个包一次而不安装一次时,一个包优先,这样另一个包就不会被列出(只显示一个位置)。我相信只有本地目录中的文件才会被列出。这是可以改进的。

其他回答

PIP冻结可以找到所有的包,但是你可以简单地写下面的命令来列出python包所在的所有路径。

>>> import site; site.getsitepackages()
['/usr/local/lib/python2.7/dist-packages', '/usr/lib/python2.7/dist-packages']

此解决方案主要基于importlib和pkgutil模块,并与CPython 3.4和CPython 3.5一起工作,但不支持CPython 2。


解释

sys。Builtin_module_names -命名所有内置模块(看我的答案在这里) iter_modules() -返回所有可用模块的信息 Importlib.util.find_spec() -返回关于导入模块的信息,如果存在的话 BuiltinImporter -内置模块(文档)的导入器 SourceFileLoader -标准Python模块的导入器(默认扩展名为*.py) ExtensionFileLoader——作为共享库的模块导入器(用C或c++编写)


完整代码

import sys
import os
import shutil
import pkgutil
import importlib
import collections

if sys.version_info.major == 2:
    raise NotImplementedError('CPython 2 is not supported yet')


def main():

    # name this file (module)
    this_module_name = os.path.basename(__file__).rsplit('.')[0]

    # dict for loaders with their modules
    loaders = collections.OrderedDict()

    # names`s of build-in modules
    for module_name in sys.builtin_module_names:

        # find an information about a module by name
        module = importlib.util.find_spec(module_name)

        # add a key about a loader in the dict, if not exists yet
        if module.loader not in loaders:
            loaders[module.loader] = []

        # add a name and a location about imported module in the dict
        loaders[module.loader].append((module.name, module.origin))

    # all available non-build-in modules
    for module_name in pkgutil.iter_modules():

        # ignore this module
        if this_module_name == module_name[1]:
            continue

        # find an information about a module by name
        module = importlib.util.find_spec(module_name[1])

        # add a key about a loader in the dict, if not exists yet
        loader = type(module.loader)
        if loader not in loaders:
            loaders[loader] = []

        # add a name and a location about imported module in the dict
        loaders[loader].append((module.name, module.origin))

    # pretty print
    line = '-' * shutil.get_terminal_size().columns
    for loader, modules in loaders.items():
        print('{0}\n{1}: {2}\n{0}'.format(line, len(modules), loader))
        for module in modules:
            print('{0:30} | {1}'.format(module[0], module[1]))


if __name__ == '__main__':
    main()

使用

对于CPython3.5(截断)

$ python3.5 python_modules_info.py 
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
30: <class '_frozen_importlib.BuiltinImporter'>
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
_ast                           | built-in
_codecs                        | built-in
_collections                   | built-in
_functools                     | built-in
_imp                           | None
_io                            | built-in
_locale                        | built-in
_operator                      | built-in
_signal                        | built-in
_sre                           | built-in
_stat                          | built-in
_string                        | built-in
_symtable                      | built-in
_thread                        | built-in
(****************************truncated*******************************)
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
227: <class '_frozen_importlib_external.SourceFileLoader'>
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
__future__                     | /usr/local/lib/python3.5/__future__.py
_bootlocale                    | /usr/local/lib/python3.5/_bootlocale.py
_collections_abc               | /usr/local/lib/python3.5/_collections_abc.py
_compat_pickle                 | /usr/local/lib/python3.5/_compat_pickle.py
_compression                   | /usr/local/lib/python3.5/_compression.py
_dummy_thread                  | /usr/local/lib/python3.5/_dummy_thread.py
_markupbase                    | /usr/local/lib/python3.5/_markupbase.py
_osx_support                   | /usr/local/lib/python3.5/_osx_support.py
_pydecimal                     | /usr/local/lib/python3.5/_pydecimal.py
_pyio                          | /usr/local/lib/python3.5/_pyio.py
_sitebuiltins                  | /usr/local/lib/python3.5/_sitebuiltins.py
(****************************truncated*******************************)
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
64: <class '_frozen_importlib_external.ExtensionFileLoader'>
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
_bisect                        | /usr/local/lib/python3.5/lib-dynload/_bisect.cpython-35m-x86_64-linux-gnu.so
_bz2                           | /usr/local/lib/python3.5/lib-dynload/_bz2.cpython-35m-x86_64-linux-gnu.so
_codecs_cn                     | /usr/local/lib/python3.5/lib-dynload/_codecs_cn.cpython-35m-x86_64-linux-gnu.so
_codecs_hk                     | /usr/local/lib/python3.5/lib-dynload/_codecs_hk.cpython-35m-x86_64-linux-gnu.so
_codecs_iso2022                | /usr/local/lib/python3.5/lib-dynload/_codecs_iso2022.cpython-35m-x86_64-linux-gnu.so
(****************************truncated*******************************)

对于CPython3.4(截断)

$ python3.4 python_modules_info.py
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
54: <class '_frozen_importlib.BuiltinImporter'>
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
_ast                           | built-in
_bisect                        | built-in
_codecs                        | built-in
_collections                   | built-in
_datetime                      | built-in
_elementtree                   | built-in
_functools                     | built-in
_heapq                         | built-in
_imp                           | None
_io                            | built-in
_locale                        | built-in
_md5                           | built-in
_operator                      | built-in
_pickle                        | built-in
_posixsubprocess               | built-in
_random                        | built-in
(****************************truncated*******************************)
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
246: <class '_frozen_importlib.SourceFileLoader'>
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
__future__                     | /usr/lib/python3.4/__future__.py
_bootlocale                    | /usr/lib/python3.4/_bootlocale.py
_collections_abc               | /usr/lib/python3.4/_collections_abc.py
_compat_pickle                 | /usr/lib/python3.4/_compat_pickle.py
_dummy_thread                  | /usr/lib/python3.4/_dummy_thread.py
_markupbase                    | /usr/lib/python3.4/_markupbase.py
_osx_support                   | /usr/lib/python3.4/_osx_support.py
_pyio                          | /usr/lib/python3.4/_pyio.py
(****************************truncated*******************************)
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
44: <class '_frozen_importlib.ExtensionFileLoader'>
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
_bz2                           | /usr/lib/python3.4/lib-dynload/_bz2.cpython-34m-x86_64-linux-gnu.so
_codecs_cn                     | /usr/lib/python3.4/lib-dynload/_codecs_cn.cpython-34m-x86_64-linux-gnu.so
_codecs_hk                     | /usr/lib/python3.4/lib-dynload/_codecs_hk.cpython-34m-x86_64-linux-gnu.so
_codecs_iso2022                | /usr/lib/python3.4/lib-dynload/_codecs_iso2022.cpython-34m-x86_64-linux-gnu.so
_codecs_jp                     | /usr/lib/python3.4/lib-dynload/_codecs_jp.cpython-34m-x86_64-linux-gnu.so
_codecs_kr                     | /usr/lib/python3.4/lib-dynload/_codecs_kr.cpython-34m-x86_64-linux-gnu.so
_codecs_tw                     | /usr/lib/python3.4/lib-dynload/_codecs_tw.cpython-34m-x86_64-linux-gnu.so
_crypt                         | /usr/lib/python3.4/lib-dynload/_crypt.cpython-34m-x86_64-linux-gnu.so
(****************************truncated*******************************)

剥猫皮的方法有很多。

最简单的方法是直接在shell中使用pydoc函数: pydoc模块 但要了解更多信息,请使用pip-date工具,该工具还会告诉您安装日期。 PIP安装PIP -date


这会有所帮助

在终端或IPython中输入:

help('modules')

then

In [1]: import                      #import press-TAB
Display all 631 possibilities? (y or n)
ANSI                   audiodev               markupbase
AptUrl                 audioop                markupsafe
ArgImagePlugin         avahi                  marshal
BaseHTTPServer         axi                    math
Bastion                base64                 md5
BdfFontFile            bdb                    mhlib
BmpImagePlugin         binascii               mimetools
BufrStubImagePlugin    binhex                 mimetypes
CDDB                   bisect                 mimify
CDROM                  bonobo                 mmap
CGIHTTPServer          brlapi                 mmkeys
Canvas                 bsddb                  modulefinder
CommandNotFound        butterfly              multifile
ConfigParser           bz2                    multiprocessing
ContainerIO            cPickle                musicbrainz2
Cookie                 cProfile               mutagen
Crypto                 cStringIO              mutex
CurImagePlugin         cairo                  mx
DLFCN                  calendar               netrc
DcxImagePlugin         cdrom                  new
Dialog                 cgi                    nis
DiscID                 cgitb                  nntplib
DistUpgrade            checkbox               ntpath

从pip 1.3版本开始,您可以访问:

pip list

这似乎是“pip freeze”的语法糖。它将列出所有特定于您的安装或virtualenv的模块,以及它们的版本号。不幸的是,它不显示任何模块的当前版本号,也不洗碗或擦鞋。