/** * 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.pig.backend.hadoop.executionengine.tez.plan.optimizer; import java.util.List; import org.apache.pig.backend.hadoop.executionengine.physicalLayer.plans.PhysicalPlan; import org.apache.pig.backend.hadoop.executionengine.physicalLayer.relationalOperators.POPackage; import org.apache.pig.backend.hadoop.executionengine.physicalLayer.util.PlanHelper; import org.apache.pig.backend.hadoop.executionengine.tez.plan.TezOpPlanVisitor; import org.apache.pig.backend.hadoop.executionengine.tez.plan.TezOperPlan; import org.apache.pig.backend.hadoop.executionengine.tez.plan.TezOperator; import org.apache.pig.backend.hadoop.executionengine.tez.plan.operator.POLocalRearrangeTez; import org.apache.pig.backend.hadoop.executionengine.util.CombinerOptimizerUtil; import org.apache.pig.impl.plan.CompilationMessageCollector; import org.apache.pig.impl.plan.DepthFirstWalker; import org.apache.pig.impl.plan.VisitorException; /** * Optimize tez plans to use the combiner where possible. */ public class CombinerOptimizer extends TezOpPlanVisitor { private CompilationMessageCollector messageCollector = null; private boolean doMapAgg; public CombinerOptimizer(TezOperPlan plan, boolean doMapAgg) { this(plan, doMapAgg, new CompilationMessageCollector()); } public CombinerOptimizer(TezOperPlan plan, boolean doMapAgg, CompilationMessageCollector messageCollector) { super(plan, new DepthFirstWalker<TezOperator, TezOperPlan>(plan)); this.messageCollector = messageCollector; this.doMapAgg = doMapAgg; } public CompilationMessageCollector getMessageCollector() { return messageCollector; } @Override public void visitTezOp(TezOperator to) throws VisitorException { List<POPackage> packages = PlanHelper.getPhysicalOperators(to.plan, POPackage.class); if (packages.isEmpty()) { return; } List<TezOperator> predecessors = mPlan.getPredecessors(to); if (predecessors == null) { return; } if (to.isCogroup()) { return; } for (TezOperator from : predecessors) { List<POLocalRearrangeTez> rearranges = PlanHelper.getPhysicalOperators(from.plan, POLocalRearrangeTez.class); if (rearranges.isEmpty()) { continue; } POLocalRearrangeTez connectingLR = null; PhysicalPlan rearrangePlan = from.plan; for (POLocalRearrangeTez lr : rearranges) { if (lr.getOutputKey().equals(to.getOperatorKey().toString())) { connectingLR = lr; break; } } if (from.plan.getOperator(connectingLR.getOperatorKey()) == null) { // The POLocalRearrange is sub-plan of a POSplit rearrangePlan = PlanHelper.getLocalRearrangePlanFromSplit(from.plan, connectingLR.getOperatorKey()); } // Detected the POLocalRearrange -> POPackage pattern. Let's add // combiner if possible. PhysicalPlan combinePlan = to.inEdges.get(from.getOperatorKey()).combinePlan; CombinerOptimizerUtil.addCombiner(rearrangePlan, to.plan, combinePlan, messageCollector, doMapAgg); if(!combinePlan.isEmpty()) { // Override the requested parallelism for intermediate reducers // when combiners are involved so that there are more tasks doing the combine from.setOverrideIntermediateParallelism(true); } } } }