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

    https://github.com/apache/spark/pull/23224#discussion_r239837818
  
    --- Diff: 
sql/core/src/test/scala/org/apache/spark/sql/execution/metric/SQLMetricsSuite.scala
 ---
    @@ -80,8 +80,10 @@ class SQLMetricsSuite extends SparkFunSuite with 
SQLMetricsTestUtils with Shared
         // Assume the execution plan is
         // WholeStageCodegen(nodeId = 0, Range(nodeId = 2) -> Filter(nodeId = 
1))
         // TODO: update metrics in generated operators
    -    val ds = spark.range(10).filter('id < 5)
    -    testSparkPlanMetrics(ds.toDF(), 1, Map.empty)
    +    val df = spark.range(10).filter('id < 5).toDF()
    +    testSparkPlanMetrics(df, 1, Map.empty, true)
    +    
df.queryExecution.executedPlan.find(_.isInstanceOf[WholeStageCodegenExec])
    +      .getOrElse(assert(false))
    --- End diff --
    
    Seems test `Sort metric` also has similar issue:
    
    ```scala
    test("Sort metrics") {
      // Assume the execution plan is
      // WholeStageCodegen(nodeId = 0, Range(nodeId = 2) -> Sort(nodeId = 1))
      val ds = spark.range(10).sort('id)
      testSparkPlanMetrics(ds.toDF(), 2, Map.empty)
    }
    ```


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