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

    https://github.com/apache/spark/pull/18113#discussion_r155688313
  
    --- Diff: 
sql/core/src/test/scala/org/apache/spark/sql/DatasetAggregatorSuite.scala ---
    @@ -263,6 +262,25 @@ class DatasetAggregatorSuite extends QueryTest with 
SharedSQLContext {
           ("a", 4), ("b", 3))
       }
     
    +  test("typed aggregate: min, max") {
    +    val ds = Seq("a" -> 1, "a" -> 3, "b" -> 4, "b" -> -4, "b" -> 0).toDS()
    +    checkDataset(
    +      ds.groupByKey(_._1).agg(
    +        typed.min(_._2), typed.minLong(_._2), typed.max(_._2), 
typed.maxLong(_._2)),
    +      ("a", Some(1.0), Some(1L), Some(3.0), Some(3L)),
    +      ("b", Some(-4.0), Some(-4L), Some(4.0), Some(4L)))
    +  }
    +
    +  test("typed aggregate: empty") {
    +    val empty = Seq.empty[(Double, Double)].toDS
    +    val f = (x: (Double, Double)) => x._2
    +    val g = (x: (Long, Long)) => x._2
    +    checkDataset(
    +      empty.agg(typed.sum(f), typed.sumLong(g), typed.avg(f),
    --- End diff --
    
    sounds good


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