Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/5697#discussion_r29111497
  
    --- Diff: mllib/src/main/scala/org/apache/spark/mllib/linalg/Vectors.scala 
---
    @@ -556,6 +579,28 @@ class SparseVector(
           i += 1
         }
       }
    +
    +  override def hashCode(): Int = {
    --- End diff --
    
    For dense vectors, it may contains many zeros at the beginning, and then 
the cost is still high if we look for the first 16 nonzeros. The `hashCode` is 
not used in any MLlib code. This is just to reduce the overhead of Pyrolite 
serializer.


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