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1   /*
2    * Licensed to the Apache Software Foundation (ASF) under one or more
3    * contributor license agreements.  See the NOTICE file distributed with
4    * this work for additional information regarding copyright ownership.
5    * The ASF licenses this file to You under the Apache License, Version 2.0
6    * (the "License"); you may not use this file except in compliance with
7    * the License.  You may obtain a copy of the License at
8    *
9    *      http://www.apache.org/licenses/LICENSE-2.0
10   *
11   * Unless required by applicable law or agreed to in writing, software
12   * distributed under the License is distributed on an "AS IS" BASIS,
13   * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14   * See the License for the specific language governing permissions and
15   * limitations under the License.
16   */
17  
18  package org.apache.commons.math4.neuralnet.sofm;
19  
20  import java.util.Iterator;
21  
22  import org.apache.commons.math4.neuralnet.Network;
23  
24  /**
25   * Trainer for Kohonen's Self-Organizing Map.
26   *
27   * @since 3.3
28   */
29  public class KohonenTrainingTask implements Runnable {
30      /** SOFM to be trained. */
31      private final Network net;
32      /** Training data. */
33      private final Iterator<double[]> featuresIterator;
34      /** Update procedure. */
35      private final KohonenUpdateAction updateAction;
36  
37      /**
38       * Creates a (sequential) trainer for the given network.
39       *
40       * @param net Network to be trained with the SOFM algorithm.
41       * @param featuresIterator Training data iterator.
42       * @param updateAction SOFM update procedure.
43       */
44      public KohonenTrainingTask(Network net,
45                                 Iterator<double[]> featuresIterator,
46                                 KohonenUpdateAction updateAction) {
47          this.net = net;
48          this.featuresIterator = featuresIterator;
49          this.updateAction = updateAction;
50      }
51  
52      /**
53       * {@inheritDoc}
54       */
55      @Override
56      public void run() {
57          while (featuresIterator.hasNext()) {
58              updateAction.update(net, featuresIterator.next());
59          }
60      }
61  }