Hi, Guys, I Have A Problem With Clearml-Serving. When I Try To Request Sklearn Model (I Try To Reproduce An Example

Answered

Hi, guys, I have a problem with clearml-serving. When I try to request sklearn model (I try to reproduce an example None ) it shows None type (black picture). As I see, the problem maybe in returning None in get_local_model_file() function. In web ui task see the model. My cli to serve "clearml-serving --id 60fd83e3baab42338103d88909216c84 model add --engine sklearn --endpoint iris --model-id dcf49bf9598542768ffa6ca0ea069650 --preprocess preprocess.py" Do you know what can I do?

  				
Posted 
	one month ago

					More
				  		
  Report
		
					DisturbedLizard6
				
					0
					 × 1

Votes Newest

Answers 3

LOL 🙂
Make sure that when you train the model or create it manually you set the default "output_uri"

task = Task.init(..., output_uri=True)

task = Task.init(..., output_uri="s3://...")

  				
Posted 
	one month ago

					More
				  		
  Report
		
					AgitatedDove14
				
					0
					 × 1

Yes, you are right. The path is file:///home/jovyan/mlops/model.pkl, it's not a file server. I cant understand how this path has been appeared :))

  				
Posted 
	one month ago

					More
				  		
  Report
		
					DisturbedLizard6
				
					0
					 × 1

Hi @<1742355077231808512:profile|DisturbedLizard6>

the problem maybe in returning None in get_local_model_file()

This tracks, it means that the model file cannot be downloaded for some reason,
when you click on the model here: None
what doe sit say under "MODEL URL:"?

  				
Posted 
	one month ago

					More
				  		
  Report
		
					AgitatedDove14
				
					0
					 × 1

Write your answer

112 Views

3 Answers

one month ago