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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