Github user jaceklaskowski commented on a diff in the pull request: https://github.com/apache/spark/pull/19725#discussion_r151741374 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/exchange/InjectPlaceholderExchange.scala --- @@ -0,0 +1,69 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.spark.sql.execution.exchange + +import org.apache.spark.sql.catalyst.expressions.SortOrder +import org.apache.spark.sql.catalyst.plans.physical._ +import org.apache.spark.sql.catalyst.rules.Rule +import org.apache.spark.sql.execution.SparkPlan +import org.apache.spark.sql.internal.SQLConf + +case class InjectPlaceholderExchange(conf: SQLConf) extends Rule[SparkPlan] { + private def defaultNumPreShufflePartitions: Int = conf.numShufflePartitions + + /** + * Given a required distribution, returns a partitioning that satisfies that distribution. + * @param requiredDistribution The distribution that is required by the operator + * @param numPartitions Used when the distribution doesn't require a specific number of partitions + */ + private def createPartitioning(requiredDistribution: Distribution, + numPartitions: Int): Partitioning = { + requiredDistribution match { + case AllTuples => SinglePartition + case ClusteredDistribution(clustering, desiredPartitions) => + HashPartitioning(clustering, desiredPartitions.getOrElse(numPartitions)) + case OrderedDistribution(ordering) => RangePartitioning(ordering, numPartitions) + case dist => sys.error(s"Do not know how to satisfy distribution $dist") + } + } + + def apply(plan: SparkPlan): SparkPlan = plan.transformUp { + case operator @ ShuffleExchangeExec(partitioning, child, _) => + child.children match { + case ShuffleExchangeExec(childPartitioning, baseChild, _)::Nil => --- End diff -- No white spaces around `::` intended?
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