Python file with a pickle file (of Machine Learning model pipeline)

[Nee-DS]

Hi,
My aim is to get an exe file out of the Python file which has a predict function for Bertopic ML model, and so has a pickle file. I was wondering if anyone has created an exe file from a Python file having a pickle file of the ML model. I am not able to convert that file by pyinstaller.
Any help will be appreciated.

Thanks

[rokm]

One pitfall of loading pickled objects in PyInstaller-frozen application is that the python modules required to (re)instantiate those objects are not seen by our import analysis. So you might need to figure out what modules your ML model is using, and specify them as hidden imports.

[Nee-DS]

[12948] WARNING: file already exists but should not: C:\Users\3592157\AppData\Local\Temp\1_MEI129482\torch_C.cp39-win_amd64.pyd
[12948] WARNING: file already exists but should not: C:\Users\3592157\AppData\Local\Temp\1_MEI129482\torch_C_flatbuffer.cp39-win_amd64.pyd
Traceback (most recent call last):
File "Predict_BERT.py", line 31, in
FileNotFoundError: [Errno 2] No such file or directory: 'C:\Users\3592157\AppData\Local\Temp\1\_MEI129482\W_X_Bert_domain_words.pkl'
[31656] Failed to execute script 'Predict_BERT' due to unhandled exception!

The pickle file is already in the folder, I don't know why it is still searching. Any suggestions?

[rokm]

FileNotFoundError: [Errno 2] No such file or directory: 'C:\Users\3592157\AppData\Local\Temp\1\_MEI129482\W_X_Bert_domain_words.pkl'

This looks like exactly what the error message says - you are not adding the pickle file to your onefile build, so it is not found in the run-time temporary directory where the application is unpacked.

[MeheRRVardhan]

Is there anyway to do this!!
I am trying to add the pickle file and python file into executable <>

(myvenv) PS C:\Users\vikram\OneDrive\Desktop\LOGGER\dist> .\emotional.exe
Traceback (most recent call last):
File "emotional.py", line 4, in
File "joblib\numpy_pickle.py", line 648, in load
File "joblib\numpy_pickle.py", line 577, in _unpickle
File "pickle.py", line 1205, in load
File "pickle.py", line 1530, in load_stack_global
File "pickle.py", line 1572, in find_class
ModuleNotFoundError: No module named 'sklearn'
[PYI-12448:ERROR] Failed to execute script 'emotional' due to unhandled exception!

[rokm]

If you want to load pickled files in the frozen application, you will need to manually specify all modules used by the pickled file as hidden imports. Because those modules are not seen by PyInstaller's build-time import analysis, and will therefore not be included in the frozen application.

[MeheRRVardhan]

I will give a try, Thanks @rokm, got it thank you so MUCH