[4] | 1 | /* |
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| 2 | * This program is free software; you can redistribute it and/or modify |
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| 3 | * it under the terms of the GNU General Public License as published by |
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| 4 | * the Free Software Foundation; either version 2 of the License, or |
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| 5 | * (at your option) any later version. |
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| 6 | * |
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| 7 | * This program is distributed in the hope that it will be useful, |
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| 8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of |
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| 9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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| 10 | * GNU General Public License for more details. |
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| 11 | * |
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| 12 | * You should have received a copy of the GNU General Public License |
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| 13 | * along with this program; if not, write to the Free Software |
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| 14 | * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. |
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| 15 | */ |
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| 16 | |
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| 17 | /* |
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| 18 | * DecisionTableHashKey.java |
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| 19 | * Copyright (C) 2007 University of Waikato, Hamilton, New Zealand |
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| 20 | * |
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| 21 | */ |
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| 22 | package weka.classifiers.rules; |
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| 23 | |
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| 24 | import weka.core.Instance; |
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| 25 | import weka.core.Instances; |
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| 26 | import weka.core.RevisionHandler; |
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| 27 | import weka.core.RevisionUtils; |
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| 28 | |
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| 29 | import java.io.Serializable; |
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| 30 | |
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| 31 | /** |
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| 32 | * Class providing hash table keys for DecisionTable |
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| 33 | */ |
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| 34 | public class DecisionTableHashKey |
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| 35 | implements Serializable, RevisionHandler { |
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| 36 | |
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| 37 | /** for serialization */ |
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| 38 | static final long serialVersionUID = 5674163500154964602L; |
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| 39 | |
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| 40 | /** Array of attribute values for an instance */ |
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| 41 | private double [] attributes; |
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| 42 | |
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| 43 | /** True for an index if the corresponding attribute value is missing. */ |
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| 44 | private boolean [] missing; |
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| 45 | |
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| 46 | /** The key */ |
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| 47 | private int key; |
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| 48 | |
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| 49 | /** |
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| 50 | * Constructor for a hashKey |
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| 51 | * |
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| 52 | * @param t an instance from which to generate a key |
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| 53 | * @param numAtts the number of attributes |
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| 54 | * @param ignoreClass if true treat the class as a normal attribute |
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| 55 | * @throws Exception if something goes wrong |
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| 56 | */ |
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| 57 | public DecisionTableHashKey(Instance t, int numAtts, boolean ignoreClass) throws Exception { |
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| 58 | |
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| 59 | int i; |
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| 60 | int cindex = t.classIndex(); |
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| 61 | |
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| 62 | key = -999; |
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| 63 | attributes = new double [numAtts]; |
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| 64 | missing = new boolean [numAtts]; |
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| 65 | for (i=0;i<numAtts;i++) { |
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| 66 | if (i == cindex && !ignoreClass) { |
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| 67 | missing[i] = true; |
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| 68 | } else { |
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| 69 | if ((missing[i] = t.isMissing(i)) == false) { |
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| 70 | attributes[i] = t.value(i); |
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| 71 | } |
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| 72 | } |
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| 73 | } |
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| 74 | } |
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| 75 | |
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| 76 | /** |
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| 77 | * Convert a hash entry to a string |
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| 78 | * |
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| 79 | * @param t the set of instances |
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| 80 | * @param maxColWidth width to make the fields |
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| 81 | * @return string representation of the hash entry |
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| 82 | */ |
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| 83 | public String toString(Instances t, int maxColWidth) { |
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| 84 | |
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| 85 | int i; |
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| 86 | int cindex = t.classIndex(); |
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| 87 | StringBuffer text = new StringBuffer(); |
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| 88 | |
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| 89 | for (i=0;i<attributes.length;i++) { |
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| 90 | if (i != cindex) { |
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| 91 | if (missing[i]) { |
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| 92 | text.append("?"); |
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| 93 | for (int j=0;j<maxColWidth;j++) { |
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| 94 | text.append(" "); |
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| 95 | } |
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| 96 | } else { |
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| 97 | String ss = t.attribute(i).value((int)attributes[i]); |
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| 98 | StringBuffer sb = new StringBuffer(ss); |
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| 99 | |
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| 100 | for (int j=0;j < (maxColWidth-ss.length()+1); j++) { |
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| 101 | sb.append(" "); |
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| 102 | } |
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| 103 | text.append(sb); |
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| 104 | } |
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| 105 | } |
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| 106 | } |
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| 107 | return text.toString(); |
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| 108 | } |
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| 109 | |
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| 110 | /** |
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| 111 | * Constructor for a hashKey |
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| 112 | * |
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| 113 | * @param t an array of feature values |
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| 114 | */ |
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| 115 | public DecisionTableHashKey(double [] t) { |
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| 116 | |
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| 117 | int i; |
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| 118 | int l = t.length; |
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| 119 | |
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| 120 | key = -999; |
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| 121 | attributes = new double [l]; |
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| 122 | missing = new boolean [l]; |
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| 123 | for (i=0;i<l;i++) { |
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| 124 | if (t[i] == Double.MAX_VALUE) { |
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| 125 | missing[i] = true; |
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| 126 | } else { |
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| 127 | missing[i] = false; |
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| 128 | attributes[i] = t[i]; |
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| 129 | } |
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| 130 | } |
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| 131 | } |
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| 132 | |
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| 133 | /** |
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| 134 | * Calculates a hash code |
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| 135 | * |
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| 136 | * @return the hash code as an integer |
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| 137 | */ |
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| 138 | public int hashCode() { |
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| 139 | |
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| 140 | int hv = 0; |
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| 141 | |
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| 142 | if (key != -999) |
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| 143 | return key; |
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| 144 | for (int i=0;i<attributes.length;i++) { |
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| 145 | if (missing[i]) { |
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| 146 | hv += (i*13); |
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| 147 | } else { |
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| 148 | hv += (i * 5 * (attributes[i]+1)); |
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| 149 | } |
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| 150 | } |
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| 151 | if (key == -999) { |
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| 152 | key = hv; |
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| 153 | } |
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| 154 | return hv; |
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| 155 | } |
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| 156 | |
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| 157 | /** |
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| 158 | * Tests if two instances are equal |
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| 159 | * |
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| 160 | * @param b a key to compare with |
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| 161 | * @return true if both objects are equal |
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| 162 | */ |
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| 163 | public boolean equals(Object b) { |
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| 164 | |
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| 165 | if ((b == null) || !(b.getClass().equals(this.getClass()))) { |
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| 166 | return false; |
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| 167 | } |
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| 168 | boolean ok = true; |
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| 169 | boolean l; |
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| 170 | if (b instanceof DecisionTableHashKey) { |
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| 171 | DecisionTableHashKey n = (DecisionTableHashKey)b; |
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| 172 | for (int i=0;i<attributes.length;i++) { |
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| 173 | l = n.missing[i]; |
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| 174 | if (missing[i] || l) { |
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| 175 | if ((missing[i] && !l) || (!missing[i] && l)) { |
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| 176 | ok = false; |
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| 177 | break; |
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| 178 | } |
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| 179 | } else { |
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| 180 | if (attributes[i] != n.attributes[i]) { |
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| 181 | ok = false; |
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| 182 | break; |
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| 183 | } |
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| 184 | } |
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| 185 | } |
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| 186 | } else { |
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| 187 | return false; |
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| 188 | } |
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| 189 | return ok; |
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| 190 | } |
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| 191 | |
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| 192 | /** |
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| 193 | * Prints the hash code |
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| 194 | */ |
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| 195 | public void print_hash_code() { |
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| 196 | System.out.println("Hash val: "+hashCode()); |
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| 197 | } |
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| 198 | |
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| 199 | /** |
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| 200 | * Returns the revision string. |
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| 201 | * |
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| 202 | * @return the revision |
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| 203 | */ |
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| 204 | public String getRevision() { |
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| 205 | return RevisionUtils.extract("$Revision: 5928 $"); |
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| 206 | } |
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| 207 | } |
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