Is there a way in Python to list all installed packages and their versions?
I know I can go inside python/Lib/site-packages and see what files and directories exist, but I find this very awkward. What I'm looking for something that is similar to npm list i.e. npm-ls.
If you have pip install and you want to see what packages have been installed with your installer tools you can simply call this:
pip freeze
It will also include version numbers for the installed packages.
Update
pip has been updated to also produce the same output as pip freeze by calling:
pip list
Note
The output from pip list is formatted differently, so if you have some shell script that parses the output (maybe to grab the version number) of freeze and want to change your script to call list, you'll need to change your parsing code.
help('modules') should do it for you.
in IPython :
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
If you want to get information about your installed python distributions and don't want to use your cmd console or terminal for it, but rather through python code, you can use the following code (tested with python 3.4):
import pip #needed to use the pip functions
for i in pip.get_installed_distributions(local_only=True):
print(i)
The pip.get_installed_distributions(local_only=True) function-call returns an iterable and because of the for-loop and the print function the elements contained in the iterable are printed out separated by new line characters (\n).
The result will (depending on your installed distributions) look something like this:
cycler 0.9.0
decorator 4.0.4
ipykernel 4.1.0
ipython 4.0.0
ipython-genutils 0.1.0
ipywidgets 4.0.3
Jinja2 2.8
jsonschema 2.5.1
jupyter 1.0.0
jupyter-client 4.1.1
#... and so on...
To run this in later versions of pip (tested on pip==10.0.1) use the following:
from pip._internal.operations.freeze import freeze
for requirement in freeze(local_only=True):
print(requirement)
My take:
#!/usr/bin/env python3
import pkg_resources
dists = [str(d).replace(" ","==") for d in pkg_resources.working_set]
for i in dists:
print(i)
from command line
python -c help('modules')
can be used to view all modules, and for specific modules
python -c help('os')
For Linux below will work
python -c "help('os')"
For easy_install (deprecated, Python <= v2.7, do not use this, use pip instead; use this only in old projects that still use easy_install)
You can try : Yolk
For install yolk, try:
easy_install yolk
Yolk is a Python tool for obtaining information about installed Python packages and querying packages avilable on PyPI (Python Package Index).
You can see which packages are active, non-active or in development mode and show you which have newer versions available by querying PyPI.
yes! you should be using pip as your python package manager ( http://pypi.python.org/pypi/pip )
with pip installed packages, you can do a
pip freeze
and it will list all installed packages. You should probably also be using virtualenv and virtualenvwrapper. When you start a new project, you can do
mkvirtualenv my_new_project
and then (inside that virtualenv), do
pip install all_your_stuff
This way, you can workon my_new_project and then pip freeze to see which packages are installed for that virtualenv/project.
for example:
➜ ~ mkvirtualenv yo_dude
New python executable in yo_dude/bin/python
Installing setuptools............done.
Installing pip...............done.
virtualenvwrapper.user_scripts creating /Users/aaylward/dev/virtualenvs/yo_dude/bin/predeactivate
virtualenvwrapper.user_scripts creating /Users/aaylward/dev/virtualenvs/yo_dude/bin/postdeactivate
virtualenvwrapper.user_scripts creating /Users/aaylward/dev/virtualenvs/yo_dude/bin/preactivate
virtualenvwrapper.user_scripts creating /Users/aaylward/dev/virtualenvs/yo_dude/bin/postactivate
virtualenvwrapper.user_scripts creating /Users/aaylward/dev/virtualenvs/yo_dude/bin/get_env_details
(yo_dude)➜ ~ pip install django
Downloading/unpacking django
Downloading Django-1.4.1.tar.gz (7.7Mb): 7.7Mb downloaded
Running setup.py egg_info for package django
Installing collected packages: django
Running setup.py install for django
changing mode of build/scripts-2.7/django-admin.py from 644 to 755
changing mode of /Users/aaylward/dev/virtualenvs/yo_dude/bin/django-admin.py to 755
Successfully installed django
Cleaning up...
(yo_dude)➜ ~ pip freeze
Django==1.4.1
wsgiref==0.1.2
(yo_dude)➜ ~
or if you have a python package with a requirements.pip file,
mkvirtualenv my_awesome_project
pip install -r requirements.pip
pip freeze
will do the trick
If you're using anaconda:
conda list
will do it! See: https://conda.io/docs/_downloads/conda-cheatsheet.pdf
Here's a way to do it using PYTHONPATH instead of the absolute path of your python libs dir:
for d in `echo "${PYTHONPATH}" | tr ':' '\n'`; do ls "${d}"; done
[ 10:43 Jonathan@MacBookPro-2 ~/xCode/Projects/Python for iOS/trunk/Python for iOS/Python for iOS ]$ for d in `echo "$PYTHONPATH" | tr ':' '\n'`; do ls "${d}"; done
libpython2.7.dylib pkgconfig python2.7
BaseHTTPServer.py _pyio.pyc cgitb.pyo doctest.pyo htmlentitydefs.pyc mimetools.pyc plat-mac runpy.py stringold.pyc traceback.pyo
BaseHTTPServer.pyc _pyio.pyo chunk.py dumbdbm.py htmlentitydefs.pyo mimetools.pyo platform.py runpy.pyc stringold.pyo tty.py
BaseHTTPServer.pyo _strptime.py chunk.pyc dumbdbm.pyc htmllib.py mimetypes.py platform.pyc runpy.pyo stringprep.py tty.pyc
Bastion.py _strptime.pyc chunk.pyo dumbdbm.pyo htmllib.pyc mimetypes.pyc platform.pyo sched.py stringprep.pyc tty.pyo
Bastion.pyc _strptime.pyo cmd.py
....
If this is needed to run from within python you can just invoke subprocess
from subprocess import PIPE, Popen
pip_process = Popen(["pip freeze"], stdout=PIPE,
stderr=PIPE, shell=True)
stdout, stderr = pip_process.communicate()
print(stdout.decode("utf-8"))
for using code, for example to check what modules in Hackerrank etc :
import os
os.system("pip list")
For Windows 10, I think this is what you are looking for a list of available installed Pythons. This is different from a list of packages as you can see below. Also, on Ubuntu 20.04, I think the command is Python3 -0 list.
Yes, this works similar to node version manager.
c:\Users\user\AppData\Local\Programs\Python>py -0 list
Python 0 not found!
Installed Pythons found by py Launcher for Windows
-3.10-64 *
-3.9-64
-3.7-64
-3.6-64
-2.7-64
Requested Python version (0) not installed, use -0 for available pythons
c:\Users\user\AppData\Local\Programs\Python>py -0p
Installed Pythons found by py Launcher for Windows
-3.10-64 C:\Python310\python.exe *
-3.9-64 C:\Users\user\AppData\Local\Programs\Python\Python39\python.exe
-3.7-64 C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python37_64\python.exe
-3.6-64 C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\python.exe
-2.7-64 C:\Python27amd64\python.exe
See: https://www.infoworld.com/article/3617292/how-to-use-pythons-py-launcher-for-windows.html
From the above link, "If you wish to use multiple versions of Python on a single machine, then pyenv is a commonly used tool to install and switch between versions. This is not to be confused with the previously mentioned depreciated pyvenv script. It does not come bundled with Python and must be installed separately." -- Note: This acts similar to Node Version Manager with versions of Node.js and NPM.
See Also: https://github.com/pyenv-win/pyenv-win#installation
Action: Open PowerShell and type the following web request. The link above offers other approaches as well, but this appears to be the easiest approach. The name of the runtime output file is not a name variant like 'pyenv-win' but actually 'pyenv', as originally expected.
PS C:\Users\user> Invoke-WebRequest -UseBasicParsing -Uri "https://raw.githubusercontent.com/pyenv-win/pyenv-win/master/pyenv-win/install-pyenv-win.ps1" -OutFile "./install-pyenv-win.ps1"; &"./install-pyenv-win.ps1"
pyenv-win 2.64.11 installed.
No updates available.
PS C:\Users\user>
Example Output for working with 'pyenv', Python's Version Manager.
C:\Users\user>pyenv --version
pyenv 2.64.11
C:\Users\name>pyenv
pyenv 2.64.11
Usage: pyenv <command> [<args>]
Some useful pyenv commands are:
commands List all available pyenv commands
duplicate Creates a duplicate python environment
local Set or show the local application-specific Python version
global Set or show the global Python version
shell Set or show the shell-specific Python version
install Install a Python version using python-build
uninstall Uninstall a specific Python version
update Update the cached version DB
rehash Rehash pyenv shims (run this after installing executables)
vname Show the current Python version
version Show the current Python version and its origin
version-name Show the current Python version
versions List all Python versions available to pyenv
exec Runs an executable by first preparing PATH so that the selected Python
which Display the full path to an executable
whence List all Python versions that contain the given executable
See `pyenv help <command>' for information on a specific command.
For full documentation, see: https://github.com/pyenv-win/pyenv-win#readme
C:\Users\name>pyenv commands
--version
commands
duplicate
exec
export
global
help
install
local
rehash
shell
shims
uninstall
update
version-name
version
versions
vname
whence
which
C:\Users\name>pyenv version
No global python version has been set yet. Please set the global version by typing:
pyenv global 3.7.2
C:\Users\user>pyenv local
no local version configured for this directory
C:\Users\user>pyenv global
no global version configured
C:\Users\user>pyenv local 3.9-64
pyenv specific python requisite didn't meet. Project is using different version of python.
Install python '3.9-64' by typing: 'pyenv install 3.9-64'
My Note: Version name from 'https://www.python.org/downloads/' is different to those provided by 'pyenv'. This version was already installed locally, but it is outside the control of this Python version manager, so it is not visible to the manager.
C:\Users\user>pyenv install 3.8.10-64
:: [Info] :: Mirror: https://www.python.org/ftp/python
pyenv-install: definition not found: local
My Note(s): This Python version is not part of the managed list although this version exists at 'https://www.python.org/downloads/'. So you must see the list provided by the manager. See all available versions with `pyenv install --list'.
C:\Users\user>pyenv install --list
Note: Review the list from this call and make your selection.
C:\Users\user>pyenv install 3.8.10
:: [Info] :: Mirror: https://www.python.org/ftp/python
:: [Downloading] :: 3.8.10 ...
:: [Downloading] :: From https://www.python.org/ftp/python/3.8.10/python-3.8.10-amd64-webinstall.exe
:: [Downloading] :: To C:\Users\user\.pyenv\pyenv-win\install_cache\python-3.8.10-amd64-webinstall.exe
:: [Installing] :: 3.8.10 ...
:: [Info] :: completed! 3.8.10
My Note(s): With this Python version manager, 'pyenv', following installation, it appears that one must designate the version as 'local' or 'global' after the installation which would follow the same paradigm as the Node.js Version Manager (NVM). Again, from what I can see, the Python version manager can only see what versions of Python the manager installs; and it can only uninstall a version it has installed with the Python version manager.
C:\Users\user>pyenv local 3.8.10
C:\Users\user>pyenv local
3.8.10
C:\Users\user>pyenv version
3.8.10 (set by C:\Users\user\.python-version)
C:\Users\user>pyenv versions
* 3.8.10 (set by C:\Users\user\.python-version)
C:\Users\user>pyenv vname
3.8.10
C:\Users\user>pyenv global
no global version configured
The following below is for working with packages.
From the above link, "When the environment is active, any packages can be installed to it via pip as normal. By default, the newly created environment will not include any packages already installed on the machine. As pip itself will not necessarily be installed on the machine. It is recommended to first upgrade pip to the latest version, using 'pip install --upgrade pip'." -- I performed the pip upgrade just before making these two calls to list the packages and their versions below.
c:\Users\user\AppData\Local\Programs\Python>pip list
Package Version
---------- -------
pip 22.1
setuptools 62.2.0
wheel 0.37.1
c:\Users\user\AppData\Local\Programs\Python>pip list --local
Package Version
---------- -------
pip 22.1
setuptools 62.2.0
wheel 0.37.1
According to the pkg_resources documentation, the recommended way now is to use importlib.metadata, which is part of the standard library since version 3.8.
from importlib import metadata
for dist in metadata.distributions():
print(f"{dist.name}=={dist.version}")
