Package dependencies for omnixai package #116
Description
For some reason I have tried so many ways to install and use omnixai package, but I keep running into different types of issues. I am going to write about these issues here, please guide me to set it up properly and use it.
I have visual studio installed (so build dependencies are also installed). I have python 3.12.7 selected as base interpreter
Issue1: When trying to install omnixai using pip install omnixai
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'error'
error: subprocess-exited-with-error
× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> [33 lines of output]
Traceback (most recent call last):
File "c:\Users\aminc\anaconda3\Lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 353, in <module>
main()
File "c:\Users\aminc\anaconda3\Lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 335, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\aminc\anaconda3\Lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 112, in get_requires_for_build_wheel
backend = _build_backend()
^^^^^^^^^^^^^^^^
File "c:\Users\aminc\anaconda3\Lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 77, in _build_backend
obj = import_module(mod_path)
^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\aminc\anaconda3\Lib\importlib\__init__.py", line 90, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "<frozen importlib._bootstrap>", line 1387, in _gcd_import
File "<frozen importlib._bootstrap>", line 1360, in _find_and_load
File "<frozen importlib._bootstrap>", line 1310, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 488, in _call_with_frames_removed
File "<frozen importlib._bootstrap>", line 1387, in _gcd_import
File "<frozen importlib._bootstrap>", line 1360, in _find_and_load
File "<frozen importlib._bootstrap>", line 1331, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 935, in _load_unlocked
File "<frozen importlib._bootstrap_external>", line 995, in exec_module
File "<frozen importlib._bootstrap>", line 488, in _call_with_frames_removed
File "C:\Users\aminc\AppData\Local\Temp\pip-build-env-ojq7x6lj\overlay\Lib\site-packages\setuptools\__init__.py", line 16, in <module>
import setuptools.version
File "C:\Users\aminc\AppData\Local\Temp\pip-build-env-ojq7x6lj\overlay\Lib\site-packages\setuptools\version.py", line 1, in <module>
import pkg_resources
File "C:\Users\aminc\AppData\Local\Temp\pip-build-env-ojq7x6lj\overlay\Lib\site-packages\pkg_resources\__init__.py", line 2172, in <module>
register_finder(pkgutil.ImpImporter, find_on_path)
^^^^^^^^^^^^^^^^^^^
AttributeError: module 'pkgutil' has no attribute 'ImpImporter'. Did you mean: 'zipimporter'?`
I tried to resolve this with https://stackoverflow.com/questions/77364550/attributeerror-module-pkgutil-has-no-attribute-impimporter-did-you-mean but didn't work.
Issue2: I cloned the repo and after running command pip install .. when I try to run a file (a tutorial file copied to root of repo for testing purposes only) It keeps throwing missing dependencies error for few of packages., specifically for polyjuice. when tryiing to initialize explianers.
ImportError Traceback (most recent call last)
File d:\saba\test2\OmniXAI\omnixai\explainers\base.py:214, in AutoExplainerBase._build_explainers(self, params)
[213](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:213) if "predict_function" in _signature:
--> [214](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:214) explainer = _class(
[215](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:215) predict_function=self.predict_function,
[216](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:216) mode=self.mode,
[217](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:217) training_data=self.data,
[218](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:218) **_param
[219](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:219) )
[220](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:220) elif "model" in _signature:
File d:\saba\test2\OmniXAI\omnixai\explainers\nlp\counterfactual\polyjuice.py:45, in Polyjuice.__init__(self, predict_function, mode, **kwargs)
[43](file:///D:/saba/test2/OmniXAI/omnixai/explainers/nlp/counterfactual/polyjuice.py:43) self.predict_function = predict_function
---> [45](file:///D:/saba/test2/OmniXAI/omnixai/explainers/nlp/counterfactual/polyjuice.py:45) from polyjuice import Polyjuice
[46](file:///D:/saba/test2/OmniXAI/omnixai/explainers/nlp/counterfactual/polyjuice.py:46) self.explainer = Polyjuice(
[47](file:///D:/saba/test2/OmniXAI/omnixai/explainers/nlp/counterfactual/polyjuice.py:47) model_path=kwargs.get("model_path", "uw-hai/polyjuice"),
[48](file:///D:/saba/test2/OmniXAI/omnixai/explainers/nlp/counterfactual/polyjuice.py:48) is_cuda=kwargs.get("cuda", True)
[49](file:///D:/saba/test2/OmniXAI/omnixai/explainers/nlp/counterfactual/polyjuice.py:49) )
ImportError: cannot import name 'Polyjuice' from 'polyjuice' (c:\Users\aminc\anaconda3\Lib\site-packages\polyjuice\__init__.py)
During handling of the above exception, another exception occurred:
ImportError Traceback (most recent call last)
...
[236](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:236) except Exception as e:
--> [237](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:237) raise type(e)(f"Explainer {name} -- {str(e)}")
[238](file:///D:/saba/test2/OmniXAI/omnixai/explainers/base.py:238) return explainers
ImportError: Explainer polyjuice -- cannot import name 'Polyjuice' from 'polyjuice' (c:\Users\aminc\anaconda3\Lib\site-packages\polyjuice\__init__.py)