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

    https://github.com/apache/spark/pull/16960#discussion_r101784563
  
    --- Diff: 
sql/core/src/test/scala/org/apache/spark/sql/execution/metric/SQLMetricsSuite.scala
 ---
    @@ -309,4 +314,94 @@ class SQLMetricsSuite extends SparkFunSuite with 
SharedSQLContext {
         assert(metricInfoDeser.metadata === 
Some(AccumulatorContext.SQL_ACCUM_IDENTIFIER))
       }
     
    +  test("range metrics") {
    +    val res1 = InputOutputMetricsHelper.run(
    +      spark.range(30).filter(x => x % 3 == 0).toDF()
    +    )
    +    assert(res1 === (30L, 0L, 30L) :: Nil)
    +
    +    val res2 = InputOutputMetricsHelper.run(
    +      spark.range(150).repartition(4).filter(x => x < 10).toDF()
    +    )
    +    assert(res2 === (150L, 0L, 150L) :: (0L, 150L, 10L) :: Nil)
    +
    +    withTempDir { tempDir =>
    +      val dir = new File(tempDir, "pqS").getCanonicalPath
    +
    +      spark.range(10).write.parquet(dir)
    +      spark.read.parquet(dir).createOrReplaceTempView("pqS")
    +
    +      val res3 = InputOutputMetricsHelper.run(
    +        spark.range(0, 30).repartition(3).crossJoin(sql("select * from 
pqS")).repartition(2).toDF()
    --- End diff --
    
    This is hard to reason about. Could you add a few lines of documentation?


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