Difference between pip3 and python3 -m pip

2020-05-27 04:53发布

问题:

I am trying to install some packages using pip and python3. I am using MacOS, so by default when I run pip, it uses my version of Python 2.

I have been able to install a package in python 3 by using:

$ pip3 install package_name

However, I am able to do the same by (at least it seems):

$ python3 -m pip install package_name

I wonder whether or not pip3 and python3 -m pip have the same effect.

回答1:

They are the same. If you look at the pip3 file in the bin folder it calls the main function from the pip module.

pip3 install package_name runs pip3 file in the bin folder:

# bin/pip3 
# or bin/pip if using pip install package_name

import re
import sys

from pip import main

if __name__ == '__main__':
    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
    sys.exit(main())

python3 -m pip install package_name runs the __init__.py file of the pip module.

# pip/__init__.py
if __name__ == '__main__':
    sys.exit(main())

Both of them run the same main() function



回答2:

As @tihorn says, pip3 and python3 -m pip should be the same. There is at least one exception: if they are not in the same path. I had the following setup:

$ which pip3
/usr/bin/pip3
$ which python3
/home/username/anaconda3/bin/python3

After installing modules with pip3 and verifying with pip3 freeze, I was not able to access them when running python3 my_script.py or python3 -c 'import my_module'. I was getting a ModuleNotFound error.