001/*
002 * Licensed to the Apache Software Foundation (ASF) under one or more
003 * contributor license agreements.  See the NOTICE file distributed with
004 * this work for additional information regarding copyright ownership.
005 * The ASF licenses this file to You under the Apache License, Version 2.0
006 * (the "License"); you may not use this file except in compliance with
007 * the License.  You may obtain a copy of the License at
008 *
009 *      http://www.apache.org/licenses/LICENSE-2.0
010 *
011 * Unless required by applicable law or agreed to in writing, software
012 * distributed under the License is distributed on an "AS IS" BASIS,
013 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
014 * See the License for the specific language governing permissions and
015 * limitations under the License.
016 */
017package org.apache.commons.text.similarity;
018
019import java.util.Arrays;
020
021/**
022 * Measures the Jaro-Winkler distance of two character sequences.
023 * It is the complementary of Jaro-Winkler similarity.
024 *
025 * @since 1.0
026 */
027public class JaroWinklerDistance implements EditDistance<Double> {
028
029    /**
030     * @deprecated Deprecated as of 1.7. This constant will be removed in 2.0.
031     */
032    @Deprecated
033    public static final int INDEX_NOT_FOUND = -1;
034
035    /**
036     * Computes the Jaro Winkler Distance between two character sequences.
037     *
038     * <pre>
039     * distance.apply(null, null)          = IllegalArgumentException
040     * distance.apply("foo", null)         = IllegalArgumentException
041     * distance.apply(null, "foo")         = IllegalArgumentException
042     * distance.apply("", "")              = 0.0
043     * distance.apply("foo", "foo")        = 0.0
044     * distance.apply("foo", "foo ")       = 0.06
045     * distance.apply("foo", "foo  ")      = 0.09
046     * distance.apply("foo", " foo ")      = 0.13
047     * distance.apply("foo", "  foo")      = 0.49
048     * distance.apply("", "a")             = 1.0
049     * distance.apply("aaapppp", "")       = 1.0
050     * distance.apply("frog", "fog")       = 0.07
051     * distance.apply("fly", "ant")        = 1.0
052     * distance.apply("elephant", "hippo") = 0.56
053     * distance.apply("hippo", "elephant") = 0.56
054     * distance.apply("hippo", "zzzzzzzz") = 1.0
055     * distance.apply("hello", "hallo")    = 0.12
056     * distance.apply("ABC Corporation", "ABC Corp") = 0.09
057     * distance.apply("D N H Enterprises Inc", "D &amp; H Enterprises, Inc.") = 0.05
058     * distance.apply("My Gym Children's Fitness Center", "My Gym. Childrens Fitness") = 0.08
059     * distance.apply("PENNSYLVANIA", "PENNCISYLVNIA") = 0.12
060     * </pre>
061     *
062     * @param left the first CharSequence, must not be null
063     * @param right the second CharSequence, must not be null
064     * @return result distance
065     * @throws IllegalArgumentException if either CharSequence input is {@code null}
066     */
067    @Override
068    public Double apply(final CharSequence left, final CharSequence right) {
069
070        if (left == null || right == null) {
071            throw new IllegalArgumentException("CharSequences must not be null");
072        }
073
074        // TODO: replace the rest of the code by this in 2.0, see TEXT-104
075        //
076        // JaroWinklerSimilarity similarity = new JaroWinklerSimilarity();
077        // return 1 - similarity.apply(left, right);
078
079        final double defaultScalingFactor = 0.1;
080        final int[] mtp = matches(left, right);
081        final double m = mtp[0];
082        if (m == 0) {
083            return 0D;
084        }
085        final double j = ((m / left.length() + m / right.length() + (m - (double) mtp[1] / 2) / m)) / 3;
086        final double jw = j < 0.7D ? j : j + defaultScalingFactor * mtp[2] * (1D - j);
087        return jw;
088    }
089
090    // TODO: remove this method in 2.0, see TEXT-104
091    /**
092     * This method returns the Jaro-Winkler string matches, half transpositions, prefix array.
093     *
094     * @param first the first string to be matched
095     * @param second the second string to be matched
096     * @return mtp array containing: matches, half transpositions, and prefix
097     * @deprecated Deprecated as of 1.7. This method will be removed in 2.0, and moved to a Jaro Winkler similarity
098     *             class.
099     */
100    @Deprecated
101    protected static int[] matches(final CharSequence first, final CharSequence second) {
102        CharSequence max, min;
103        if (first.length() > second.length()) {
104            max = first;
105            min = second;
106        } else {
107            max = second;
108            min = first;
109        }
110        final int range = Math.max(max.length() / 2 - 1, 0);
111        final int[] matchIndexes = new int[min.length()];
112        Arrays.fill(matchIndexes, -1);
113        final boolean[] matchFlags = new boolean[max.length()];
114        int matches = 0;
115        for (int mi = 0; mi < min.length(); mi++) {
116            final char c1 = min.charAt(mi);
117            for (int xi = Math.max(mi - range, 0), xn = Math.min(mi + range + 1, max.length()); xi < xn; xi++) {
118                if (!matchFlags[xi] && c1 == max.charAt(xi)) {
119                    matchIndexes[mi] = xi;
120                    matchFlags[xi] = true;
121                    matches++;
122                    break;
123                }
124            }
125        }
126        final char[] ms1 = new char[matches];
127        final char[] ms2 = new char[matches];
128        for (int i = 0, si = 0; i < min.length(); i++) {
129            if (matchIndexes[i] != -1) {
130                ms1[si] = min.charAt(i);
131                si++;
132            }
133        }
134        for (int i = 0, si = 0; i < max.length(); i++) {
135            if (matchFlags[i]) {
136                ms2[si] = max.charAt(i);
137                si++;
138            }
139        }
140        int halfTranspositions = 0;
141        for (int mi = 0; mi < ms1.length; mi++) {
142            if (ms1[mi] != ms2[mi]) {
143                halfTranspositions++;
144            }
145        }
146        int prefix = 0;
147        for (int mi = 0; mi < Math.min(4, min.length()); mi++) {
148            if (first.charAt(mi) == second.charAt(mi)) {
149                prefix++;
150            } else {
151                break;
152            }
153        }
154        return new int[] {matches, halfTranspositions, prefix};
155    }
156}