Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/10896#discussion_r75603771 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/exchange/EnsureRequirements.scala --- @@ -151,18 +152,39 @@ case class EnsureRequirements(conf: SQLConf) extends Rule[SparkPlan] { private def ensureDistributionAndOrdering(operator: SparkPlan): SparkPlan = { val requiredChildDistributions: Seq[Distribution] = operator.requiredChildDistribution val requiredChildOrderings: Seq[Seq[SortOrder]] = operator.requiredChildOrdering - var children: Seq[SparkPlan] = operator.children - assert(requiredChildDistributions.length == children.length) - assert(requiredChildOrderings.length == children.length) + assert(requiredChildDistributions.length == operator.children.length) + assert(requiredChildOrderings.length == operator.children.length) // Ensure that the operator's children satisfy their output distribution requirements: - children = children.zip(requiredChildDistributions).map { - case (child, distribution) if child.outputPartitioning.satisfies(distribution) => - child - case (child, BroadcastDistribution(mode)) => - BroadcastExchangeExec(mode, child) - case (child, distribution) => - ShuffleExchange(createPartitioning(distribution, defaultNumPreShufflePartitions), child) + val childrenWithDist = operator.children.zip(requiredChildDistributions) + + def createShuffleExchange(dist: Distribution, child: SparkPlan) = + ShuffleExchange(createPartitioning(dist, defaultNumPreShufflePartitions), child) + + var (parent, children) = if (!AggUtils.isAggregate(operator)) { --- End diff -- Can we try to simplify the if-else here? We only need to isolate aggregates for which can be partially aggregated and for which the distribution does not match.
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