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

    https://github.com/apache/spark/pull/19438#discussion_r143480931
  
    --- Diff: 
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/util/QuantileSummariesSuite.scala
 ---
    @@ -58,7 +58,7 @@ class QuantileSummariesSuite extends SparkFunSuite {
         if (data.nonEmpty) {
           val approx = summary.query(quant).get
           // The rank of the approximation.
    -      val rank = data.count(_ < approx) // has to be <, not <= to be exact
    +      val rank = data.count(_ <= approx)
    --- End diff --
    
    In one of the test case, `data.count(_ < approx)` = 39 and `data.count(_ <= 
approx)` = 40, so the average (39 + 40) / 2 < 40 (lower bound), the test still 
fails. Besides, data in the test suite is increasing/decreasing/random, so the 
case [1,2,2,2,2,2,2,2,3] can hardly happen.


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