/* * 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.commons.logging.Log; import org.apache.commons.logging.LogFactory; import org.apache.pig.backend.hadoop.executionengine.optimizer.SecondaryKeyOptimizer; import org.apache.pig.backend.hadoop.executionengine.physicalLayer.plans.PhysicalPlan; import org.apache.pig.backend.hadoop.executionengine.physicalLayer.util.PlanHelper; import org.apache.pig.backend.hadoop.executionengine.tez.plan.TezEdgeDescriptor; 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.SecondaryKeyOptimizerUtil; import org.apache.pig.backend.hadoop.executionengine.util.SecondaryKeyOptimizerUtil.SecondaryKeyOptimizerInfo; import org.apache.pig.classification.InterfaceAudience; import org.apache.pig.impl.plan.DependencyOrderWalker; import org.apache.pig.impl.plan.VisitorException; @InterfaceAudience.Private public class SecondaryKeyOptimizerTez extends TezOpPlanVisitor implements SecondaryKeyOptimizer { private static Log log = LogFactory.getLog(SecondaryKeyOptimizerTez.class); private int numSortRemoved = 0; private int numDistinctChanged = 0; private int numUseSecondaryKey = 0; public SecondaryKeyOptimizerTez(TezOperPlan plan) { super(plan, new DependencyOrderWalker<TezOperator, TezOperPlan>(plan)); } @Override public void visitTezOp(TezOperator to) throws VisitorException { List<TezOperator> predecessors = mPlan.getPredecessors(to); if (predecessors == null) { return; } // Current code does not handle more than one predecessors // even though it is possible. The problem is when we // process the first predecessor, we remove the foreach inner // operators from the reduce side, and the second predecessor // cannot see them if (predecessors.size()>1) { return; } TezOperator from = predecessors.get(0); List<POLocalRearrangeTez> rearranges = PlanHelper.getPhysicalOperators(from.plan, POLocalRearrangeTez.class); if (rearranges.isEmpty()) { return; } POLocalRearrangeTez connectingLR = null; PhysicalPlan rearrangePlan = from.plan; for (POLocalRearrangeTez lr : rearranges) { if (lr.getOutputKey().equals(to.getOperatorKey().toString())) { connectingLR = lr; break; } } if (connectingLR == null) { return; } // Detected the POLocalRearrange -> POPackage pattern TezEdgeDescriptor inEdge = to.inEdges.get(from.getOperatorKey()); // Only optimize for Cogroup case if (from.isGlobalSort()) { return; } // If there is a custom partitioner do not do secondary key optimization. if (inEdge.partitionerClass != null) { return; } if (from.plan.getOperator(connectingLR.getOperatorKey()) == null) { // The POLocalRearrange is sub-plan of a POSplit rearrangePlan = PlanHelper.getLocalRearrangePlanFromSplit(from.plan, connectingLR.getOperatorKey()); } SecondaryKeyOptimizerInfo info = SecondaryKeyOptimizerUtil.applySecondaryKeySort(rearrangePlan, to.plan); if (info != null) { numSortRemoved += info.getNumSortRemoved(); numDistinctChanged += info.getNumDistinctChanged(); numUseSecondaryKey += info.getNumUseSecondaryKey(); if (info.isUseSecondaryKey()) { // Set it on the receiving vertex and the connecting edge. to.setUseSecondaryKey(true); inEdge.setUseSecondaryKey(true); inEdge.setSecondarySortOrder(info.getSecondarySortOrder()); log.info("Using Secondary Key Optimization in the edge between vertex - " + from.getOperatorKey() + " and vertex - " + to.getOperatorKey()); } } } @Override public int getNumSortRemoved() { return numSortRemoved; } @Override public int getNumDistinctChanged() { return numDistinctChanged; } @Override public int getNumUseSecondaryKey() { return numUseSecondaryKey; } }