Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/18899
  
    Check what? you're just saving the extra call to numNonZeroes. Change the 
declaration like so:
    
    ```
      def toSparse: SparseVector = toSparse(numNonzeros)
    
      private[linalg] def toSparse(nnz: Int): SparseVector
    ```
    
    Then make the implementations override the new private method and use the 
given nnz arg, and change `compressed` to pass the `nnz` value it has already 
computed.


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