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

    https://github.com/apache/spark/pull/9441#discussion_r43829896
  
    --- Diff: python/pyspark/mllib/linalg/distributed.py ---
    @@ -297,6 +444,20 @@ def numCols(self):
             """
             return self._java_matrix_wrapper.call("numCols")
     
    +    def computeGramianMatrix(self):
    +        """
    +        Computes the Gramian matrix `A^T A`. Note that this cannot be
    +        computed on matrices with more than 65535 columns.
    --- End diff --
    
    We should maybe also add this note about max columns to the 
IndexedRowMatrix.scala for consistency.


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