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.aggregators.matrix.sparse;
20
21 import org.apache.giraph.aggregators.AggregatorUsage;
22 import org.apache.giraph.aggregators.matrix.MatrixSumAggregator;
23 import org.apache.giraph.master.MasterAggregatorUsage;
24 import org.apache.giraph.worker.WorkerAggregatorUsage;
25
26 /**
27 * The double matrix aggregator is used to register and aggregate double
28 * matrices.
29 */
30 public class DoubleSparseMatrixSumAggregator extends MatrixSumAggregator {
31 /** sparse vector with single entry */
32 private DoubleSparseVector singletonVector = new DoubleSparseVector();
33
34 /**
35 * Create a new matrix aggregator with the given prefix name for the vector
36 * aggregators.
37 *
38 * @param name the prefix for the row vector aggregators
39 */
40 public DoubleSparseMatrixSumAggregator(String name) {
41 super(name);
42 }
43
44 /**
45 * Register the double vector aggregators, one for each row of the matrix.
46 *
47 * @param numRows the number of rows
48 * @param master the master to register the aggregators
49 * @throws InstantiationException
50 * @throws IllegalAccessException
51 */
52 public void register(int numRows, MasterAggregatorUsage master)
53 throws InstantiationException, IllegalAccessException {
54 for (int i = 0; i < numRows; ++i) {
55 master.registerAggregator(getRowAggregatorName(i),
56 DoubleSparseVectorSumAggregator.class);
57 }
58 }
59
60 /**
61 * Add the given value to the entry specified.
62 *
63 * @param i the row
64 * @param j the column
65 * @param v the value
66 * @param worker the worker to aggregate
67 */
68 public void aggregate(int i, int j, double v, WorkerAggregatorUsage worker) {
69 singletonVector.clear();
70 singletonVector.set(j, v);
71 worker.aggregate(getRowAggregatorName(i), singletonVector);
72 }
73
74 /**
75 * Set the values of the matrix to the master specified. This is typically
76 * used in the master, to build an external DoubleMatrix and only set it at
77 * the end.
78 *
79 * @param matrix the matrix to set the values
80 * @param master the master
81 */
82 public void setMatrix(DoubleSparseMatrix matrix,
83 MasterAggregatorUsage master) {
84 int numRows = matrix.getNumRows();
85 for (int i = 0; i < numRows; ++i) {
86 master.setAggregatedValue(getRowAggregatorName(i), matrix.getRow(i));
87 }
88 }
89
90 /**
91 * Read the aggregated values of the matrix.
92 *
93 * @param numRows the number of rows
94 * @param aggUser the master or worker
95 * @return the double matrix
96 */
97 public DoubleSparseMatrix getMatrix(int numRows, AggregatorUsage aggUser) {
98 DoubleSparseMatrix matrix = new DoubleSparseMatrix(numRows);
99 for (int i = 0; i < numRows; ++i) {
100 DoubleSparseVector vec = aggUser.getAggregatedValue(
101 getRowAggregatorName(i));
102 matrix.setRow(i, vec);
103 }
104 return matrix;
105 }
106 }