Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/15916
  
    Of course it is not actually a real memory leak because the memory is 
released at the end by calling `taskMemoryManager.cleanUpAllAllocatedMemory` in 
`Executor`. But with `spark.unsafe.exceptionOnMemoryLeak` as true by default, 
we will see the exception.
    
    Or we just need to turn `spark.unsafe.exceptionOnMemoryLeak` to false by 
default?


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