/***********************************************************************************************************************
* Copyright (C) 2010-2013 by the Stratosphere project (http://stratosphere.eu)
*
* Licensed 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 eu.stratosphere.test.iterative.nephele.customdanglingpagerank;
import eu.stratosphere.api.common.functions.AbstractFunction;
import eu.stratosphere.api.common.functions.GenericJoiner;
import eu.stratosphere.configuration.Configuration;
import eu.stratosphere.test.iterative.nephele.ConfigUtils;
import eu.stratosphere.test.iterative.nephele.customdanglingpagerank.types.VertexWithAdjacencyList;
import eu.stratosphere.test.iterative.nephele.customdanglingpagerank.types.VertexWithRank;
import eu.stratosphere.test.iterative.nephele.customdanglingpagerank.types.VertexWithRankAndDangling;
import eu.stratosphere.util.Collector;
import java.util.Random;
import java.util.Set;
public class CustomCompensatableDotProductMatch extends AbstractFunction implements
GenericJoiner<VertexWithRankAndDangling, VertexWithAdjacencyList, VertexWithRank>
{
private static final long serialVersionUID = 1L;
private VertexWithRank record = new VertexWithRank();
private Random random = new Random();
private double messageLoss;
private boolean isFailure;
@Override
public void open(Configuration parameters) throws Exception {
int workerIndex = getRuntimeContext().getIndexOfThisSubtask();
int currentIteration = getIterationRuntimeContext().getSuperstepNumber();
int failingIteration = ConfigUtils.asInteger("compensation.failingIteration", parameters);
Set<Integer> failingWorkers = ConfigUtils.asIntSet("compensation.failingWorker", parameters);
isFailure = currentIteration == failingIteration && failingWorkers.contains(workerIndex);
messageLoss = ConfigUtils.asDouble("compensation.messageLoss", parameters);
}
@Override
public void join(VertexWithRankAndDangling pageWithRank, VertexWithAdjacencyList adjacencyList, Collector<VertexWithRank> collector)
throws Exception
{
double rank = pageWithRank.getRank();
long[] adjacentNeighbors = adjacencyList.getTargets();
int numNeighbors = adjacencyList.getNumTargets();
double rankToDistribute = rank / (double) numNeighbors;
record.setRank(rankToDistribute);
for (int n = 0; n < numNeighbors; n++) {
record.setVertexID(adjacentNeighbors[n]);
if (isFailure) {
if (random.nextDouble() >= messageLoss) {
collector.collect(record);
}
} else {
collector.collect(record);
}
}
}
}