Github user fhueske commented on a diff in the pull request: https://github.com/apache/flink/pull/1255#discussion_r43954245 --- Diff: flink-optimizer/src/main/java/org/apache/flink/optimizer/traversals/RangePartitionRewriter.java --- @@ -0,0 +1,188 @@ +/* + * 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.flink.optimizer.traversals; + +import org.apache.flink.api.common.distributions.CommonRangeBoundaries; +import org.apache.flink.api.common.operators.UnaryOperatorInformation; +import org.apache.flink.api.common.operators.base.GroupReduceOperatorBase; +import org.apache.flink.api.common.operators.base.MapOperatorBase; +import org.apache.flink.api.common.operators.base.MapPartitionOperatorBase; +import org.apache.flink.api.common.typeinfo.BasicTypeInfo; +import org.apache.flink.api.common.typeinfo.TypeInformation; +import org.apache.flink.api.common.typeutils.TypeComparatorFactory; +import org.apache.flink.api.java.functions.AssignRangeIndex; +import org.apache.flink.api.java.functions.PartitionIDRemoveWrapper; +import org.apache.flink.api.java.functions.RangeBoundaryBuilder; +import org.apache.flink.api.java.functions.SampleInCoordinator; +import org.apache.flink.api.java.functions.SampleInPartition; +import org.apache.flink.api.java.sampling.IntermediateSampleData; +import org.apache.flink.api.java.tuple.Tuple2; +import org.apache.flink.api.java.typeutils.TupleTypeInfo; +import org.apache.flink.api.java.typeutils.TypeExtractor; +import org.apache.flink.optimizer.dag.GroupReduceNode; +import org.apache.flink.optimizer.dag.MapNode; +import org.apache.flink.optimizer.dag.MapPartitionNode; +import org.apache.flink.optimizer.dag.TempMode; +import org.apache.flink.optimizer.plan.Channel; +import org.apache.flink.optimizer.plan.NamedChannel; +import org.apache.flink.optimizer.plan.OptimizedPlan; +import org.apache.flink.optimizer.plan.PlanNode; +import org.apache.flink.optimizer.plan.SingleInputPlanNode; +import org.apache.flink.optimizer.util.Utils; +import org.apache.flink.runtime.operators.DriverStrategy; +import org.apache.flink.runtime.operators.shipping.ShipStrategyType; +import org.apache.flink.util.Visitor; + +import java.util.ArrayList; +import java.util.LinkedList; +import java.util.List; + +public class RangePartitionRewriter implements Visitor<PlanNode> { + + OptimizedPlan plan; + + public RangePartitionRewriter(OptimizedPlan plan) { + this.plan = plan; + } + + @Override + public boolean preVisit(PlanNode visitable) { + return true; + } + + @Override + public void postVisit(PlanNode visitable) { + List<Channel> outgoingChannels = visitable.getOutgoingChannels(); + List<Channel> appendOutgoingChannels = new LinkedList<>(); + List<Channel> removeOutgoingChannels = new LinkedList<>(); + for (Channel channel : outgoingChannels) { + ShipStrategyType shipStrategy = channel.getShipStrategy(); + if (shipStrategy == ShipStrategyType.PARTITION_RANGE) { + if (channel.getDataDistribution() == null) { + removeOutgoingChannels.add(channel); + appendOutgoingChannels.addAll(rewriteRangePartitionChannel(channel)); + } + } + } + outgoingChannels.addAll(appendOutgoingChannels); + for (Channel channel : removeOutgoingChannels) { + outgoingChannels.remove(channel); + } + } + + private List<Channel> rewriteRangePartitionChannel(Channel channel) { + List<Channel> appendOutgoingChannels = new LinkedList<>(); + PlanNode sourceNode = channel.getSource(); + PlanNode targetNode = channel.getTarget(); + int sourceParallelism = sourceNode.getParallelism(); + int targetParallelism = targetNode.getParallelism(); + TypeComparatorFactory<?> comparator = Utils.getShipComparator(channel, this.plan.getOriginalPlan().getExecutionConfig()); + // 1. Fixed size sample in each partitions. + long seed = org.apache.flink.api.java.Utils.RNG.nextLong(); --- End diff -- I would use deterministic value here. This will make the behavior more deterministic and testing the feature easier.
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