srowen commented on a change in pull request #32734:
URL: https://github.com/apache/spark/pull/32734#discussion_r643422274



##########
File path: 
mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/RowMatrix.scala
##########
@@ -439,7 +439,8 @@ class RowMatrix @Since("1.0.0") (
       "  Cannot compute the covariance of a RowMatrix with <= 1 row.")
     val mean = Vectors.fromML(summary.mean)
 
-    if (rows.first().isInstanceOf[DenseVector]) {
+    // If all the rows are sparse vectors, then compute based on 
`computeSparseVectorCovariance`.
+    if (!rows.filter(_.isInstanceOf[DenseVector]).isEmpty()) {

Review comment:
       Ah oops, for some reason thinking this was a Seq. 




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