Github user clockfly commented on a diff in the pull request: https://github.com/apache/spark/pull/14915#discussion_r77574630 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/trees/TreeNode.scala --- @@ -617,7 +617,9 @@ abstract class TreeNode[BaseType <: TreeNode[BaseType]] extends Product { case s: String => JString(s) case u: UUID => JString(u.toString) case dt: DataType => dt.jsonValue - case m: Metadata => m.jsonValue + // SPARK-17356: In usage of mllib, Metadata may store a huge vector of data, transforming + // it to JSON may trigger OutOfMemoryError. + case m: Metadata => Metadata.empty.jsonValue --- End diff -- No, we should not. JNothing is to map `scala.Option`.
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