Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/18320
  
    I will re-check these after addressing the comments:
    
    Mac OS
     - [ ] jobs with many stages - 
https://github.com/apache/spark/pull/18320#issuecomment-310312766
     - [ ] jobs with long stages - 
https://github.com/apache/spark/pull/18320#issuecomment-310312766
     - [ ] NULL when we expect it - 
https://github.com/apache/spark/pull/18320#issuecomment-309940653
     - [ ] sleep before connection - 
https://github.com/apache/spark/pull/18320#discussion_r122687051
     - [ ] full tests
     - [ ] dapply/gapply described in the PR
    
    CentOS
     - [ ] jobs with many stages - 
https://github.com/apache/spark/pull/18320#issuecomment-310312766
     - [ ] jobs with long stages - 
https://github.com/apache/spark/pull/18320#issuecomment-310312766
     - [ ] NULL when we expect it - 
https://github.com/apache/spark/pull/18320#issuecomment-309940653
     - [ ] sleep before connection - 
https://github.com/apache/spark/pull/18320#discussion_r122687051
     - [ ] full tests
     - [ ] dapply/gapply described in the PR



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