Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/3643#issuecomment-66342802
  
    Hi, it looks like this may be faster for dense vectors but not for sparse.  
SparseVector.toArray will create a dense vector, making it much slower if the 
vector is very sparse.  You will probably need separate cases for DenseVector 
and SparseVector.


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