Github user JoshRosen commented on the issue:

    https://github.com/apache/spark/pull/18008
  
    Actually, stepping back a second, we might be able to completely remove 
this bottleneck by simply not constructing tons of empty TaskMetrics objects in 
JobProgressListener's hot path. Let me see if I can update to do that instead.


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