blob: d0b994d22e54242713681e031f86e6e328ce8071 [file] [log] [blame]
/**
* 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) {
PhysicalPlan combinePlan = to.inEdges.get(from.getOperatorKey()).combinePlan;
if (!combinePlan.isEmpty()) {
// Cases like bloom join have combine plan already set
continue;
}
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.containsOutputKey(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.
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);
}
}
}
}