Github user kiszk commented on a diff in the pull request: https://github.com/apache/spark/pull/17172#discussion_r105103962 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/objects.scala --- @@ -219,7 +219,33 @@ case class MapElementsExec( override def doConsume(ctx: CodegenContext, input: Seq[ExprCode], row: ExprCode): String = { val (funcClass, methodName) = func match { case m: MapFunction[_, _] => classOf[MapFunction[_, _]] -> "call" - case _ => classOf[Any => Any] -> "apply" + case _ => (child.output(0).dataType, outputObjAttr.dataType) match { + // if a pair of an argument and return types is one of specific types + // whose specialized method (apply$mc..$sp) is generated by scalac, + // Catalyst generated a direct method call to the specialized method. + // The followings are references for this specialization: + // https://github.com/scala/scala/blob/2.11.x/src/compiler/scala/tools/nsc/transform/ + // SpecializeTypes.scala + // http://www.cakesolutions.net/teamblogs/scala-dissection-functions + // http://axel22.github.io/2013/11/03/specialization-quirks.html + case (IntegerType, IntegerType) => classOf[Int => Int] -> "apply$mcII$sp" + case (IntegerType, LongType) => classOf[Int => Long] -> "apply$mcJI$sp" --- End diff -- Yes, I found a composable way.
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