Hello everyone I am trying to upload a model I created using

Question

Hello everyone I am trying to upload a model I created using kedro this is sklearn object But I noticed this artefact can t be loaded outside my kedro project When I try to upload using pickle load it fails and the error says I don t have the module I ve created in project src `model = pickle load open models model pkl rb ` This is how my catalog looks like `best model ` `type pickle PickleDataSet` `filepath models model pkl` `layer models` It works just fine after I load kedro using load ext kedro ipython Thanks in advance for your help

datajoely · Answer

are you using the same version of python virtual environment

Nok Lam Chan · Answer

See <https stackoverflow com questions 2121874 python pickling after changing a modules directory>

Harry Vargas Rodríguez · Answer

< datajoely> Yes i am working in the same env

Harry Vargas Rodríguez · Answer

< Nok Lam Chan> interesting It is yet not really clear to my why this pickle object needs those dependencies I understand it needs libraries as sklearn where the class RandomForestClassifier is defined but I don t undesrtand why it depends on the package of my project

Nok Lam Chan · Answer

I can t see the code so I have no idea

Nok Lam Chan · Answer

probably because of how you import the module

Nok Lam Chan · Answer

if you always import from sklearn it shouldn t be a problem

Nok Lam Chan · Answer

It may become a problem if you do that I have not test it ``` module 1 py from sklearn import RandomForestClassifier``` ``` module 2 py from module 1 import RandomForestClassifier```

Harry Vargas Rodríguez · Answer

Okey I see I m going to check it