Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/7957#discussion_r36938476
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/DataFrame.scala ---
    @@ -1135,17 +1135,18 @@ class DataFrame private[sql](
        * @group dfops
        * @since 1.3.0
        */
    -  def withColumn(colName: String, col: Column): DataFrame = {
    +  def withColumn(colName: String, col: Column, metadata: Option[Metadata] 
= None): DataFrame = {
    --- End diff --
    
    cc @rxin , in MLlib sometimes we need to set metadata for the new column, 
thus we will alias the new column with metadata before call `withColumn` and in 
`withColumn` we alias this clolumn again. Here I added a new parameter to allow 
user set metadata.


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