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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