Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/4845#issuecomment-76680020
  
    (Title should start with something like `SPARK-4705 [YARN] ...`)
    This seems like a big change for a fairly narrow problem, which is that 
retrying the driver in cluster mode fails because the same logs dir is used. I 
think we just need to pick semantics, like using a subdir of the given dir, or 
removing old logs on a retry, and implement that. I think adding a new UI 
sounds like overkill, at least to address this.


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