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Hello, About Clearml-Serving: I Uploaded A Model, A Pre-Processing And Create An Endpoint. I Now Want To Remove These Artifacts. Based On

Hello, about clearml-serving: I uploaded a model, a pre-processing and create an endpoint. I now want to remove these artifacts. Based on None , for the endpoint I can use request_processor.remove_endpoint(endpoint_name)
. How to remove the uploaded model (uploded using None ) and the associated preprocessing.py? Thanks in advance for your help

  
  
Posted 8 months ago
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Answers 5


Hi @<1683648242530652160:profile|ApprehensiveSeaturtle9> , using the clearml-serving model remove ... CLI command you can remove the model endpoint and all associated monitoring. This should also remove the model registered in the system.

  
  
Posted 8 months ago

Yes, I think you're correct - care to add a PR? 🙂

  
  
Posted 7 months ago

It does but not the OutputModel and the preprocess artifact. I managed to do it by adding:

if _task.artifacts.get(model_endpoint.preprocess_artifact):
    _task.delete_artifacts([model_endpoint.preprocess_artifact])
Model.remove(model_endpoint.model_id)

Maybe this should be add to the func_model_remove method?

  
  
Posted 7 months ago

@<1683648242530652160:profile|ApprehensiveSeaturtle9> when removing the endpoint, the function also internally removes the registered input model

  
  
Posted 8 months ago

Hi thank you for your answer, this command call the method func_model_remove which remove the endpoint , model_monitoring and canary_endpoint but it does not remove the OutputModel and the py_code_mymodel.py (preprocessing) from the serving service

  
  
Posted 8 months ago
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5 Answers
8 months ago
7 months ago
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