Github user JoshRosen commented on the pull request:

    https://github.com/apache/spark/pull/3651#issuecomment-68924192
  
    Meh, let's just merge this in for now.  The appending behavior won't be 
confusing in Jenkins (since we clean) and I can only imagine this being 
annoying for developers who do incremental development in Maven on a local 
machine (probably a small minority of Spark developers).  Having the tests 
actually run is a higher priority than a minor developer-only usability issue 
that will affect a handful of users; we can address the append behavior in a 
separate followup PR if anyone complains.


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