cloud-fan commented on pull request #31451:
URL: https://github.com/apache/spark/pull/31451#issuecomment-810849844


   @viirya I think this is hard to fix. The history server is a different JVM 
and may not have the data source implementation classes loaded, we can't run 
the aggregate code in the history server.
   
   One idea is to provide some builtin implementations of `CustomMetric`, so 
that it's in the Spark codebase and will be available in the history server JVM 
as well. In the event logs we can record the class name, and the history server 
can instantiate the class and call the aggregate method.


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