Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/8278#issuecomment-144857471
  
    Taking another look, my initial comment is that we should probably follow 
the example of Vector and define a default implementation with defined 
behavior, which can then be overridden by the subclasses.


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