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

    https://github.com/apache/spark/pull/9016#discussion_r41808778
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/columnar/ColumnType.scala ---
    @@ -34,7 +34,8 @@ import org.apache.spark.unsafe.types.UTF8String
      *
      * @tparam JvmType Underlying Java type to represent the elements.
      */
    -private[sql] sealed abstract class ColumnType[JvmType] {
    +private[sql]
    +sealed abstract class ColumnType[@specialized(Boolean, Byte, Short, Int, 
Long) JvmType] {
    --- End diff --
    
    Checked the with `javap`, and it turned out that `ColumnType.copyField` 
always calls the boxed version of `setField` and `getField`. I think we should 
revert this part of changes since it's somewhat tricky to get optimal byte code 
with `@specialized`.


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