Github user tgravescs commented on the issue:

    https://github.com/apache/spark/pull/14239
  
    thanks for the explanation, this makes much more sense now. I'm still a bit 
concerned about the memory usage of this though, especially with external 
shuffle on the nodemanager.
    
    Were you using the external shuffle to test this or just the shuffle built 
into the executors?  How much memory did you give whatever was shuffling and 
how big were the blocks being fetched?
    
    Does this look at all about the size its trying to cache vs size available 
to shuffle handler?


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