001/** 
002 * Copyright (c) 2007-2012, Regents of the University of Colorado 
003 * All rights reserved.
004 * 
005 * Redistribution and use in source and binary forms, with or without
006 * modification, are permitted provided that the following conditions are met:
007 * 
008 * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 
009 * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 
010 * Neither the name of the University of Colorado at Boulder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. 
011 * 
012 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
013 * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
014 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
015 * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
016 * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
017 * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
018 * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
019 * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
020 * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
021 * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
022 * POSSIBILITY OF SUCH DAMAGE. 
023 */
024package org.cleartk.ml.feature.function;
025
026import java.util.Collections;
027import java.util.List;
028
029import org.cleartk.ml.Feature;
030
031/**
032 * <br>
033 * Copyright (c) 2007-2012, Regents of the University of Colorado <br>
034 * All rights reserved.
035 * 
036 * 
037 * @author Philip Ogren
038 * 
039 */
040public class CharacterNgramFeatureFunction implements FeatureFunction {
041
042  public enum Orientation {
043    RIGHT_TO_LEFT, LEFT_TO_RIGHT
044  }
045
046  Orientation orientation;
047
048  int start;
049
050  int end;
051
052  int minimumValueLength;
053
054  boolean lowerCase;
055
056  private String name;
057
058  /**
059   * This feature function serves up character n-grams based on StringValued features. For example,
060   * if you wanted trigram suffixes (e.g. 'ion' of 'emotion') for words that are of length 7 or more
061   * you could call the constructor with the following:
062   * CharacterNGramFeatureFunction(Orientation.RIGHT_TO_LEFT, 0, 3, 7, false)
063   * 
064   * @param featureName
065   *          a user-specified name for the feature function, to be included in all feature names.
066   * @param orientation
067   *          must be one of LEFT_TO_RIGHT or RIGHT_TO_LEFT. The orientation determines whether
068   *          index 0 corresponds to the first character of the string value or the last. The
069   *          orientation does not affect the ordering of the characters in the n-gram which are
070   *          always returned in left-to-right order.
071   * @param start
072   *          the start of the n-gram (typically 0 for both orientations)
073   * @param end
074   *          the end of the n-gram (typically n for both orientations)
075   * @param minimumValueLength
076   *          This parameter allows you to skip string values that are too short. It must be greater
077   *          than or equal to end.
078   * @param lowerCase
079   *          if true than the n-gram used as the feature value will be lowercased.
080   */
081  public CharacterNgramFeatureFunction(
082      String featureName,
083      Orientation orientation,
084      int start,
085      int end,
086      int minimumValueLength,
087      boolean lowerCase) {
088    name = Feature.createName(
089        "NGram",
090        orientation == Orientation.RIGHT_TO_LEFT ? "Right" : "Left",
091        String.valueOf(start),
092        String.valueOf(end),
093        String.valueOf(minimumValueLength),
094        lowerCase ? "lower" : null,
095        featureName);
096    if (minimumValueLength < end) {
097      throw new IllegalArgumentException(
098          "minimumValueLength must be greater than or equal to the parameter end.");
099    }
100    this.orientation = orientation;
101    this.start = start;
102    this.end = end;
103    this.minimumValueLength = minimumValueLength;
104    this.lowerCase = lowerCase;
105  }
106
107  public CharacterNgramFeatureFunction(
108      Orientation orientation,
109      int start,
110      int end,
111      int minimumValueLength,
112      boolean lowerCase) {
113    this(null, orientation, start, end, minimumValueLength, lowerCase);
114  }
115
116  public CharacterNgramFeatureFunction(
117      String featureName,
118      Orientation orientation,
119      int start,
120      int end) {
121    this(featureName, orientation, start, end, end - start, false);
122  }
123
124  public CharacterNgramFeatureFunction(Orientation orientation, int start, int end) {
125    this(null, orientation, start, end);
126  }
127
128  /**
129   * @return will return an empty list if the value of the feature is not a StringValue or is not as
130   *         long as the minimumValueLength.
131   */
132  @Override
133  public List<Feature> apply(Feature feature) {
134    String featureName = Feature.createName(name, feature.getName());
135    Object featureValue = feature.getValue();
136    if (featureValue == null || !(featureValue instanceof String))
137      return Collections.emptyList();
138
139    String value = featureValue.toString();
140    if (value == null || value.length() < minimumValueLength)
141      return Collections.emptyList();
142
143    String ngram;
144    if (orientation == Orientation.LEFT_TO_RIGHT) {
145      ngram = value.substring(start, end);
146    } else {
147      ngram = value.substring(value.length() - end, value.length() - start);
148    }
149    if (lowerCase)
150      ngram = ngram.toLowerCase();
151
152    return Collections.singletonList(new Feature(featureName, ngram));
153  }
154
155}