What is the easiest way to remove all packages installed by pip?

问题

I'm trying to fix up one of my virtualenvs - I'd like to reset all of the installed libraries back to the ones that match production.

Is there a quick and easy way to do this with pip?

回答1:

I've found this snippet as an alternative solution. It's a more graceful removal of libraries than remaking the virtualenv:

pip freeze | xargs pip uninstall -y

---

In case you have packages installed via VCS, you need to exclude those lines and remove the packages manually (elevated from the comments below):

pip freeze | grep -v "^-e" | xargs pip uninstall -y

回答2:

This will work for all Mac, Windows, and Linux systems. To get the list of all pip packages in the requirements.txt file (Note: This will overwrite requirements.txt if exist else will create the new one, also if you don't want to replace old requirements.txt then give different file name in the all following command in place requirements.txt).

pip freeze > requirements.txt

Now to remove one by one

pip uninstall -r requirements.txt

If we want to remove all at once then

pip uninstall -r requirements.txt -y

If you're working on an existing project that has a requirements.txt file and your environment has diverged, simply replace requirements.txt from the above examples with toberemoved.txt. Then, once you have gone through the steps above, you can use the requirements.txt to update your now clean environment.

And For single command without creating any file (As @joeb suggested).

pip uninstall -y -r <(pip freeze)

回答3:

This works with the latest. I think it's the shortest and most declarative way to do it.

virtualenv --clear MYENV

But usually I just delete and recreate the virtualenv since immutability rules!

回答4:

I wanted to elevate this answer out of a comment section because it's one of the most elegant solutions in the thread. Full credit for this answer goes to @joeb.

pip uninstall -y -r <(pip freeze)

This worked great for me for the use case of clearing my user packages folder outside the context of a virtualenv which many of the above answers don't handle.

Edit: Anyone know how to make this command work in a Makefile?

Bonus: A bash alias

I add this to my bash profile for convenience:

alias pipuninstallall="pip uninstall -y -r <(pip freeze)"

Then run:

pipuninstallall

Alternative for pipenv

If you happen to be using pipenv you can just run:

pipenv uninstall --all

回答5:

Other answers that use pip list or pip freeze must include --local else it will also uninstall packages that are found in the common namespaces.

So here are the snippet I regularly use

 pip freeze --local | xargs pip uninstall -y

Ref: pip freeze --help

回答6:

Method 1 (with pip freeze)

pip freeze | xargs pip uninstall -y

Method 2 (with pip list)

pip list | awk '{print $1}' | xargs pip uninstall -y

Method 3 (with virtualenv)

virtualenv --clear MYENV

回答7:

On Windows if your path is configured correctly, you can use:

pip freeze > unins && pip uninstall -y -r unins && del unins

It should be a similar case for Unix-like systems:

pip freeze > unins && pip uninstall -y -r unins && rm unins

Just a warning that this isn't completely solid as you may run into issues such as 'File not found' but it may work in some cases nonetheless

EDIT: For clarity: unins is an arbitrary file which has data written out to it when this command executes: pip freeze > unins

That file that it written in turn is then used to uninstall the aforementioned packages with implied consent/prior approval via pip uninstall -y -r unins

The file is finally deleted upon completion.

回答8:

I managed it by doing the following:

Create the requirements file called reqs.txt with currently installed packages list

pip freeze > reqs.txt

then uninstall all the packages from reqs.txt

pip uninstall \
   -y # remove the package with prompting for confirmation
   -r reqs.txt

I like this method as you always have a pip requirements file to fall back on should you make a mistake. It's also repeatable.

回答9:

The quickest way is to remake the virtualenv completely. I'm assuming you have a requirements.txt file that matches production, if not:

# On production:
pip freeze > reqs.txt

# On your machine:
rm $VIRTUALENV_DIRECTORY
mkdir $VIRTUALENV_DIRECTORY
pip install -r reqs.txt

回答10:

Using virtualenvwrapper function:

wipeenv

See wipeenv documentation

回答11:

First, add all package to requirements.txt

pip freeze > requirements.txt

Then remove all

pip uninstall -y -r requirements.txt 

回答12:

For Windows users, this is what I use on Windows PowerShell

 pip uninstall -y (pip freeze)

回答13:

I use the --user option to uninstall all the packages installed in the user site.

pip3 freeze --user | xargs pip3 uninstall -y

回答14:

Its an old question I know but I did stumble across it so for future reference you can now do this:

pip uninstall [options] <package> ...
pip uninstall [options] -r <requirements file> ...

-r, --requirement file

Uninstall all the packages listed in the given requirements file. This option can be used multiple times.

from the pip documentation version 8.1

回答15:

(adding this as an answer, because I do not have enough reputation to comment on @blueberryfields 's answer)

@blueberryfields 's answer works well, but fails if there is no package to uninstall (which can be a problem if this "uninstall all" is part of a script or makefile). This can be solved with xargs -r when using GNU's version of xargs:

pip freeze --exclude-editable | xargs -r pip uninstall -y

from man xargs:

-r, --no-run-if-empty

If the standard input does not contain any nonblanks, do not run the command. Normally, the command is run once even if there is no input. This option is a GNU extension.

回答16:

pip3 freeze --local | xargs pip3 uninstall -y

The case might be that one has to run this command several times to get an empty pip3 freeze --local.

回答17:

This was the easiest way for me to uninstall all python packages.

from pip import get_installed_distributions
from os import system
for i in get_installed_distributions():
    system("pip3 uninstall {} -y -q".format(i.key))

回答18:

Cross-platform support by using only pip:

#!/usr/bin/env python

from sys import stderr
from pip.commands.uninstall import UninstallCommand
from pip import get_installed_distributions

pip_uninstall = UninstallCommand()
options, args = pip_uninstall.parse_args([
    package.project_name
    for package in
    get_installed_distributions()
    if not package.location.endswith('dist-packages')
])

options.yes = True  # Don't confirm before uninstall
# set `options.require_venv` to True for virtualenv restriction

try:
    print pip_uninstall.run(options, args)
except OSError as e:
    if e.errno != 13:
        raise e
    print >> stderr, "You lack permissions to uninstall this package.
                      Perhaps run with sudo? Exiting."
    exit(13)
# Plenty of other exceptions can be thrown, e.g.: `InstallationError`
# handle them if you want to.

回答19:

This is the command that works for me:

pip list | awk '{print $1}' | xargs pip uninstall -y

回答20:

the easy robust way cross-platform and work in pipenv as well is:

pip freeze 
pip uninstall -r requirement

by pipenv:

pipenv run pip freeze 
pipenv run pip uninstall -r requirement

but won't update piplock or pipfile so be aware

回答21:

If you're running virtualenv:

virtualenv --clear </path/to/your/virtualenv>

for example, if your virtualenv is /Users/you/.virtualenvs/projectx, then you'd run:

virtualenv --clear /Users/you/.virtualenvs/projectx

if you don't know where your virtual env is located, you can run which python from within an activated virtual env to get the path

回答22:

In Command Shell of Windows, the command pip freeze | xargs pip uninstall -y won't work. So for those of you using Windows, I've figured out an alternative way to do so.

1. Copy all the names of the installed packages of pip from the pip freeze command to a .txt file.
2. Then, go the location of your .txt file and run the command pip uninstall -r *textfile.txt*

回答23:

If you are using pew, you can use the wipeenv command:

pew wipeenv [env]

回答24:

In my case, I had accidentally installed a number of packages globally using a Homebrew-installed pip on macOS. The easiest way to revert to the default packages was a simple:

$ brew reinstall python

Or, if you were using pip3:

$ brew reinstall python3

回答25:

I simply wanted to remove packages installed by the project, and not other packages I've installed (things like neovim, mypy and pudb which I use for local dev but are not included in the app requirements). So I did:

cat requirements.txt| sed 's/=.*//g' | xargs pip uninstall -y

which worked well for me.

回答26:

Pip has no way of knowing what packages were installed by it and what packages were installed by your system's package manager. For this you would need to do something like this

for rpm-based distros (replace python2.7 with your python version you installed pip with):

find /usr/lib/python2.7/ |while read f; do
  if ! rpm -qf "$f" &> /dev/null; then
    echo "$f"
  fi
done |xargs rm -fr

for a deb-based distribution:

find /usr/lib/python2.7/ |while read f; do
  if ! dpkg-query -S "$f" &> /dev/null; then
    echo "$f"
  fi
done |xargs rm -fr

then to clean up empty directories left over:

find /usr/lib/python2.7 -type d -empty |xargs rm -fr

I found the top answer very misleading since it will remove all (most?) python packages from your distribution and probably leave you with a broken system.

来源：https://stackoverflow.com/questions/65662158/fixing-python-packages-mis-installed-by-sudo-pip-sudo-pip3