Github user jerryshao commented on the issue:

    https://github.com/apache/spark/pull/20184
  
    The code here should be fine for normal case. The problem is that there're 
so many spill files, which requires to maintain lots of handler's buffer. A 
lazy buffer allocation could solve this problem, IIUC. It is not related to 
queue or something else.


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