Hello everyone. I am trying to upload a model I cr...
# questionsh
Harry Vargas Rodríguez
06/29/2023, 1:50 PMHello 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'))best_model:type: pickle.PickleDataSetfilepath: models/model.pkllayer: modelsd
datajoely
06/29/2023, 1:54 PMare you using the same version of python / virtual environment?
n
Nok Lam Chan
06/29/2023, 2:02 PMh
Harry Vargas Rodríguez
06/29/2023, 2:09 PM@datajoely Yes, i am working in the same env
Harry Vargas Rodríguez
06/29/2023, 2:12 PM@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
n
Nok Lam Chan
06/29/2023, 2:16 PMI can’t see the code so I have no idea
Nok Lam Chan
06/29/2023, 2:17 PMprobably because of how you import the module
Nok Lam Chan
06/29/2023, 2:17 PMif you always import from sklearn it shouldn’t be a problem
Nok Lam Chan
06/29/2023, 2:18 PMIt may become a problem if you do that (I have not test it)
Copy code
# module_1.py
from sklearn import RandomForestClassifier Copy code
# module_2.py
from module_1 import RandomForestClassifierh
Harry Vargas Rodríguez
06/29/2023, 2:24 PMOkey, I see. I'm going to check it!!