easeml/datascope

Error after Pip Installation

Closed this issue · 7 comments

DSoudis commented

I am trying to install datascope via pip in a Conda env running on Windows.
After pip i getting an installation without errors but upon importing datascope i get

from datascope.importance.common import SklearnModelAccuracy
from datascope.importance.shapley import ShapleyImportance

Traceback (most recent call last):

Input In [2] in <cell line: 2>
from datascope.importance.shapley import ShapleyImportance

File C:\Anaconda3\envs\datashapley\lib\site-packages\datascope\importance\shapley.py:22 in <module>
from .shapley_cy import compute_all_importances_cy

ModuleNotFoundError: No module named 'datascope.importance.shapley_cy'

Any advice?

babak-kananpour commented

I also faced this problem when using this repository at the beginning, I tried to not use the command pip install datascope, instead I tried to install it by using python setup.py install after installing pip install -r .\requirements.txt .
But still I guess you'll face this problem""compute_all_importances_cy" data type mismatch " afterwards.

  • 👍1
DSoudis commented

Thanks babak-1990,

I can only install using pip my system. I will have to wait and see if something changes from the authors.
@zhangce @bojan-karlas any input would be appreciated. Thanks!

babak-kananpour commented

what I meant was, If you look at the repository you can see there is setup.py file, you should be able to run it on your local computer after cloning the repository on your local environment. so basically you can do these steps:
1-create an environment using your choice of environment managing tool.(conda, pipenv, python)
2-clone the repository git clone https://github.com/easeml/datascope.git
3- install necessary requirements pip install -r .\requirements.txt
4- run the command python setup.py install

DSoudis commented

Thanks again,

I appreciate this.

I am not working in a local environment. I can only specify the name of a library and then a managed system in the backend uses pip on a proprietary cloud corporate-approved environment. I cannot clone anything anywhere!

  • 👍1
xzyaoi commented

Hi @DSoudis @babak-1990, sorry I am too late on this issue :(.

I have created a new unstable release on PyPI that should fix this issue (PR #5), could you please try to install again with

pip install datascope==0.0.3a0?

This should build the required modules when you install datascope. I have tested on my local environment, and it works well.

Please let me know if this works/not works, so I can either close the issue or dig deeper into why this happens.

Best regards

DSoudis commented

Works fine for me now! Thank you for the fix :)

xzyaoi commented

Works fine for me now! Thank you for the fix :)

Cool! A stable release will be published soon :)