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Hi! I'M Currently Saving A Dataframe With Predictions Inside The Task. To Do So, I Save A Dataframe As Pickle File In

Hi! I'm currently saving a dataframe with predictions inside the task. To do so, I save a dataframe as pickle file in /tmp/predictions_dataframe.pkl , and then upload_artifact using that path. The thing is that I'm getting this pickle file when I look at the task.get_models()['output'] . Is there a way to prevent this?

  
  
Posted 2 years ago
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Answers 9


image

  
  
Posted 2 years ago

MuddySquid7
are you saying that for some reason the models pick the artifacts ? Is that reproducible ? (they are two different things)
Can you see the df.pkl on the Models section of the Task (in the UI) ?

  
  
Posted 2 years ago

it's also under Other

  
  
Posted 2 years ago

Yes MuddySquid7 it is automatically detects it (regardless of you uploading DF as an artifact).
How are you saving the dataframe ?
(it will auto log any joblib.save call, is that it?)

  
  
Posted 2 years ago

exactly

  
  
Posted 2 years ago

yes

  
  
Posted 2 years ago

thanks!

  
  
Posted 2 years ago

Yep, that would do it ...
You can disable it with:
Task.init(..., auto_connect_frameworks={'scikit': False})

  
  
Posted 2 years ago
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