ChatGPT解决这个技术问题 Extra ChatGPT

Installing pip packages to $HOME folder

Is it possible? When installing pip, install the python packages inside my $HOME folder. (for example, I want to install mercurial, using pip, but inside $HOME instead of /usr/local)

I'm with a mac machine and just thought about this possibility, instead of "polluting" my /usr/local, I would use my $HOME instead.

PEP370 is exactly about this. Is just creating a ˜/.local and do a pip install package enough to make these packages to be installed only at my $HOME folder?

Have you checked out virtualenv? You could install packages with pip in an isolated environment.
I thought about it, but I would like to install some python applications using the existing python (2.6.1), but instead of installing at /usr/local/, install at my $HOME folder and add it to $PATH. I want to know if it's possible, and any caveats of this approach.
+1 for promoting PEP370. This is a simple but useful option that more people should know about.
I was fighting with similar problem (possibly caused by misconfigured pip and easy_install for two different pyhtons). As last resort, I tried to use plain $ python setup.py --user install. And it worked. Package is now installed at home subdir and all works as expected. Will have to talk to my server admin.
If you need to install PIP, just do something like wget https://bootstrap.pypa.io/get-pip.py followed by python get-pip.py and you're good to go. Might be useful if you're on a machine where the installed PIP is too old (was the case for me). See pip.readthedocs.org/en/latest/installing.html for more info.

H
Hugo Tavares

While you can use a virtualenv, you don't need to. The trick is passing the PEP370 --user argument to the setup.py script. With the latest version of pip, one way to do it is:

pip install --user mercurial

This should result in the hg script being installed in $HOME/.local/bin/hg and the rest of the hg package in $HOME/.local/lib/pythonx.y/site-packages/.

Note, that the above is true for Python 2.6. There has been a bit of controversy among the Python core developers about what is the appropriate directory location on Mac OS X for PEP370-style user installations. In Python 2.7 and 3.2, the location on Mac OS X was changed from $HOME/.local to $HOME/Library/Python. This might change in a future release. But, for now, on 2.7 (and 3.2, if hg were supported on Python 3), the above locations will be $HOME/Library/Python/x.y/bin/hg and $HOME/Library/Python/x.y/lib/python/site-packages.


Good point. Unfortunately, there is a bug in Python 2.7 that causes PYTHONUSERBASE to be ignored for OS X framework builds. It'll be fixed for Python 2.7.3.
This looks very insteresting. easy_install comes installed in Mac OS X by default, so I would have only pip installed outside the $HOME folder.
I have tried to change the PYTHONUSERBASE to another location. No success. How is this done on Windows specifically?
Beware, that if you do this and then try to use conda environments the files installed in .local will always be hit first which can lead to very hard to track down import errors.
Note that on OSX, the user site directory's bin folder is not on PATH. This means scripts installed by packages in the user site directory will not be executable unless you export PATH=$PATH:~/Library/Python/X.Y/bin/.
R
Ross Patterson

I would use virtualenv at your HOME directory.

$ sudo easy_install -U virtualenv
$ cd ~
$ virtualenv .
$ bin/pip ...

You could then also alter ~/.(login|profile|bash_profile), whichever is right for your shell to add ~/bin to your PATH and then that pip|python|easy_install would be the one used by default.


The "de facto" way to do this is virtualenv venv, source venv/bin/activate. You might not necessarily want to always use your virtualenv, and by using this method, your prompt is prefixed with (venv) when you're using it.
@nyuszika7h We know how to use virtualenv. But this really answers the question and is a very neat solution.
@itsafire Who is "we"? I recommend you to read en.wikipedia.org/wiki/Weasel_word
Anyway, I disagree, this is not a "neat solution". It's a pointless hack.
F
Foivos

You can specify the -t option (--target) to specify the destination directory. See pip install --help for detailed information. This is the command you need:

pip install -t path_to_your_home package-name

for example, for installing say mxnet, in my $HOME directory, I type:

pip install -t /home/foivos/ mxnet

Getting an error distutils.errors.DistutilsOptionError: can't combine user with prefix, exec_prefix/home, or install_(plat)base. What does it mean?
Check github.com/pypa/pip/issues/3826 for a related discussion. I don't know anything more on this, but I never encountered a problem in my environments.
T
Timo

Short answer to your two questions grabbed from the other answers

One

Yes

it is possible installing pip packages to $HOME instead of /usr/local/lib/, but

Two

mkdir ˜/.local # then
pip install package 

is not enough.

You need

pip install package --user

and the packages get installed to

/home/user/.local/lib/python3.x/site-packages

Exception when you do not need --user

if you are not root user

On Debian together with Wsl - Windows Subsystem Linux no notice

On Ubuntu 20.04 notice default to user installation because normal site-packages not writeable - default config is /usr/lib not writeable for other users except root