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

    https://github.com/apache/spark/pull/16826#discussion_r100194351
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/internal/SessionState.scala ---
    @@ -65,12 +80,29 @@ private[sql] class SessionState(sparkSession: 
SparkSession) {
         hadoopConf
       }
     
    -  lazy val experimentalMethods = new ExperimentalMethods
    +  lazy val experimentalMethods: ExperimentalMethods = {
    +    existingSessionState
    +      .map(_.experimentalMethods.clone)
    +      .getOrElse(new ExperimentalMethods)
    +  }
     
       /**
        * Internal catalog for managing functions registered by the user.
        */
    -  lazy val functionRegistry: FunctionRegistry = 
FunctionRegistry.builtin.copy()
    +  lazy val functionRegistry: FunctionRegistry = {
    --- End diff --
    
    It's better to just add a `copy` method to `FunctionRegistry` to simplify 
these codes.


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