wbo4958 commented on PR #49569:
URL: https://github.com/apache/spark/pull/49569#issuecomment-2602439885

   Hi @grundprinzip, 
   
   I'm not quite understanding "I'm wondering if we should just make the uid 
param a part of the interface and then we can just use the instantiate class 
from the service loader and then don't need to invoke the constructor again."
   
   What do you mean "make the uid as a part of interface"?
   
   For now, we're explicitly passing "uid" created in python client side when 
instantiating the ML classes. If we don't use "uid", then the "uid" between 
python side and server side will be in-consistent, I don't know if there will 
be an issue. 
   
   Maybe @WeichenXu123 and @zhengruifeng have some thoughts on this 
optimization.


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