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

    https://github.com/apache/spark/pull/6904#discussion_r33684155
  
    --- Diff: mllib/src/main/scala/org/apache/spark/mllib/linalg/Matrices.scala 
---
    @@ -592,6 +614,19 @@ class SparseMatrix(
       def toDense: DenseMatrix = {
         new DenseMatrix(numRows, numCols, toArray)
       }
    +
    +  override def numNonzeros: Int = {
    +    var nnz = 0
    --- End diff --
    
    Can this not be `values.count(_ != 0)`?


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