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

    https://github.com/apache/spark/pull/16664#discussion_r100049953
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/DataFrameWriter.scala ---
    @@ -190,6 +193,32 @@ final class DataFrameWriter[T] private[sql](ds: 
Dataset[T]) {
       }
     
       /**
    +   * Wrap a DataFrameWriter action to track the query execution and time 
cost, then report to the
    +   * user-registered callback functions.
    +   *
    +   * @param funcName A identifier for the method executing the query
    +   * @param qe the @see `QueryExecution` object associated with the query
    +   * @param outputParams The output parameters useful for query analysis
    +   * @param action the function that executes the query after which the 
listener methods gets
    +   *               called.
    +   */
    +  private def withAction(
    +      funcName: String,
    +      qe: QueryExecution,
    +      outputParams: OutputParams)(action: => Unit) = {
    +    try {
    +      val start = System.nanoTime()
    --- End diff --
    
    `Dataset.withAction` will reset metrics of physical plans, shall we do it 
here? And can we create a general function for both `Dataset` and 
`DataFrameWriter`?


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