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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