maropu commented on a change in pull request #20965: [SPARK-21870][SQL] Split
aggregation code into small functions
URL: https://github.com/apache/spark/pull/20965#discussion_r318393079
##########
File path:
sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/HashAggregateExec.scala
##########
@@ -267,29 +302,81 @@ case class HashAggregateExec(
e.aggregateFunction.asInstanceOf[DeclarativeAggregate].mergeExpressions
}
}
- ctx.currentVars = bufVars ++ input
- val boundUpdateExpr = bindReferences(updateExpr, inputAttrs)
- val subExprs =
ctx.subexpressionEliminationForWholeStageCodegen(boundUpdateExpr)
- val effectiveCodes = subExprs.codes.mkString("\n")
- val aggVals = ctx.withSubExprEliminationExprs(subExprs.states) {
- boundUpdateExpr.map(_.genCode(ctx))
- }
- // aggregate buffer should be updated atomic
- val updates = aggVals.zipWithIndex.map { case (ev, i) =>
+
+ if (!conf.codegenSplitAggregateFunc) {
+ ctx.currentVars = bufVars ++ input
+ val boundUpdateExpr = updateExpr.map(BindReferences.bindReference(_,
inputAttrs))
+ val subExprs =
ctx.subexpressionEliminationForWholeStageCodegen(boundUpdateExpr)
+ val effectiveCodes = subExprs.codes.mkString("\n")
+ val aggVals = ctx.withSubExprEliminationExprs(subExprs.states) {
+ boundUpdateExpr.map(_.genCode(ctx))
+ }
+ // aggregate buffer should be updated atomic
+ val updates = aggVals.zipWithIndex.map { case (ev, i) =>
+ s"""
+ | ${bufVars(i).isNull} = ${ev.isNull};
+ | ${bufVars(i).value} = ${ev.value};
+ """.stripMargin
+ }
+ s"""
+ | // do aggregate
+ | // common sub-expressions
+ | $effectiveCodes
+ | // evaluate aggregate function
+ | ${evaluateVariables(aggVals)}
+ | // update aggregation buffer
+ | ${updates.mkString("\n").trim}
+ """.stripMargin
+ } else {
+ // We need to copy the aggregation buffer to local variables first
because each aggregate
Review comment:
@rednaxelafx Yea, your suggestion (it defines an individual function for
each aggregate function) looks pretty good to me and that makes the generated
code simpler. I updated the code and the description in this pr. So, could you
check again when having time? Thanks!
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