sys.path different in Jupyter and Python - how to import own modules in Jupyter?

问题

In Jupyter my own little module is not loaded but in python/bpython is everything is fine. When typing

import sys
print(sys.path)

the path to my module will not in show in Jupyter but in python/bpython it is still there.

I am using:

PYTHONPATH in .bashrc to include my module,
Jupyter and bpython inside a virtualenv.

The most similar questions is this Cannot import modules in jupyter notebook; wrong sys.path

How to configure Jupyter to load my modules automagically?

回答1:

Here is what I do on my projects in jupyter notebook,

import sys
sys.path.append("../") # go to parent dir
from customFunctions import *

Then, to affect changes in customFunctions.py,

%load_ext autoreload
%autoreload 2

回答2:

Jupyter has its own PATH variable, JUPYTER_PATH.

Adding this line to the .bashrc file worked for me:

export JUPYTER_PATH=<directory_for_your_module>:$JUPYTER_PATH

回答3:

Jupyter is base on ipython, a permanent solution could be changing the ipython config options.

Create a config file

$ ipython profile create
$ ipython locate
/Users/username/.ipython

Edit the config file

$ cd /Users/username/.ipython
$ vi profile_default/ipython_config.py

The following lines allow you to add your module path to sys.path

c.InteractiveShellApp.exec_lines = [
    'import sys; sys.path.append("/path/to/your/module")'
]

At the jupyter startup the previous line will be executed

Here you can find more details about ipython config https://www.lucypark.kr/blog/2013/02/10/when-python-imports-and-ipython-does-not/

回答4:

Suppose your project has the following structure and you want to do imports in the notebook.ipynb:

/app
  /mypackage
    mymodule.py
  /notebooks
    notebook.ipynb

If you are running Jupyter inside a docker container without any virtualenv it might be useful to create Jupyter (ipython) config in your project folder:

/app
  /profile_default
    ipython_config.py

Content of ipython_config.py:

c.InteractiveShellApp.exec_lines = [
    'import sys; sys.path.append("/app")'
]

Open the notebook and check it out:

print(sys.path)

['', '/usr/local/lib/python36.zip', '/usr/local/lib/python3.6', '/usr/local/lib/python3.6/lib-dynload', '/usr/local/lib/python3.6/site-packages', '/usr/local/lib/python3.6/site-packages/IPython/extensions', '/root/.ipython', '/app']

Now you can do imports in your notebook without any sys.path appending in the cells:

from mypackage.mymodule import myfunc

来源：https://stackoverflow.com/questions/34976803/sys-path-different-in-jupyter-and-python-how-to-import-own-modules-in-jupyter

标签

python

jupyter

pythonpath