Github user vanzin commented on the pull request:

    https://github.com/apache/spark/pull/4620#issuecomment-74910370
  
    Ah, wait, there's a second problem (which would result in the cascading 
directories, I think). `getLocalDir` should cache the local directory it 
returns, to avoid having to recreate it. (And should probably be made 
synchronized in the process.)


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