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ShortestPathsComputation xref
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1   /*
2    * Licensed to the Apache Software Foundation (ASF) under one
3    * or more contributor license agreements.  See the NOTICE file
4    * distributed with this work for additional information
5    * regarding copyright ownership.  The ASF licenses this file
6    * to you under the Apache License, Version 2.0 (the
7    * "License"); you may not use this file except in compliance
8    * with the License.  You may obtain a copy of the License at
9    *
10   *     http://www.apache.org/licenses/LICENSE-2.0
11   *
12   * Unless required by applicable law or agreed to in writing, software
13   * distributed under the License is distributed on an "AS IS" BASIS,
14   * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
15   * See the License for the specific language governing permissions and
16   * limitations under the License.
17   */
18  
19  package org.apache.giraph.benchmark;
20  
21  import org.apache.giraph.graph.BasicComputation;
22  import org.apache.giraph.edge.Edge;
23  import org.apache.giraph.graph.Vertex;
24  import org.apache.hadoop.io.DoubleWritable;
25  import org.apache.hadoop.io.LongWritable;
26  
27  import java.io.IOException;
28  
29  /**
30   * Shortest paths algorithm.
31   */
32  public class ShortestPathsComputation extends BasicComputation<LongWritable,
33      DoubleWritable, DoubleWritable, DoubleWritable> {
34    /** Source id. */
35    public static final String SOURCE_ID =
36        "giraph.shortestPathsBenchmark.sourceId";
37    /** Default source id. */
38    public static final long SOURCE_ID_DEFAULT = 1;
39  
40    /**
41     * Check if vertex is source from which to calculate shortest paths.
42     *
43     * @param vertex Vertex
44     * @return True iff vertex is source for shortest paths
45     */
46    private boolean isSource(
47        Vertex<LongWritable, DoubleWritable, DoubleWritable> vertex) {
48      return vertex.getId().get() ==
49          getConf().getLong(SOURCE_ID, SOURCE_ID_DEFAULT);
50    }
51  
52    @Override
53    public void compute(
54        Vertex<LongWritable, DoubleWritable, DoubleWritable> vertex,
55        Iterable<DoubleWritable> messages) throws IOException {
56      if (getSuperstep() == 0) {
57        vertex.setValue(new DoubleWritable(Double.MAX_VALUE));
58      }
59  
60      double minDist = isSource(vertex) ? 0d : Double.MAX_VALUE;
61      for (DoubleWritable message : messages) {
62        minDist = Math.min(minDist, message.get());
63      }
64  
65      if (minDist < vertex.getValue().get()) {
66        vertex.setValue(new DoubleWritable(minDist));
67        for (Edge<LongWritable, DoubleWritable> edge : vertex.getEdges()) {
68          double distance = minDist + edge.getValue().get();
69          sendMessage(edge.getTargetVertexId(),
70              new DoubleWritable(distance));
71        }
72      }
73  
74      vertex.voteToHalt();
75    }
76  }