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

    https://github.com/apache/spark/pull/19321#discussion_r140647928
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/ApproximatePercentile.scala
 ---
    @@ -123,7 +124,13 @@ case class ApproximatePercentile(
         val value = child.eval(inputRow)
         // Ignore empty rows, for example: percentile_approx(null)
         if (value != null) {
    -      buffer.add(value.asInstanceOf[Double])
    +      // Convert the value to a double value
    +      val doubleValue = child.dataType match {
    +        case DateType => value.asInstanceOf[Int].toDouble
    +        case TimestampType => value.asInstanceOf[Long].toDouble
    +        case n: NumericType => 
n.numeric.toDouble(value.asInstanceOf[n.InternalType])
    --- End diff --
    
    The same here.


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