viirya commented on pull request #31398:
URL: https://github.com/apache/spark/pull/31398#issuecomment-772250575


   > For continuous execution, it's like an endless batch execution, so we can 
only use heartbeat events to update metrics. And we update the metrics in the 
UI in every epoch.
   
   Because I only test micro-batch case, I'm not sure if SQLMetrics metrics 
work for continuous streaming or not. But I also don't see special handling of 
common metrics (number of rows) in continuous streaming. I will check if 
SQLMetrics work with continuous streaming.


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