Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/18537
  
    Sorry for leaving multiple comments but @heary-cao, I just want to be very 
sure.
    
    Is the issue that the directory is not deleted when properly tested from 
end to end or is it only `spark.local.dir` not properly set as intended?
    
    I guess we will create another different temp directory after 
`Utils.clearLocalRootDirs()` but it looks we add all of them into shutdown 
hooker. I guess the latter should be fixed in any event but the issue in the 
JIRA sounds describing the former.


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