Added Levenshtein Distance class
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src/zutil/algo/LevenshteinDistance.java
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src/zutil/algo/LevenshteinDistance.java
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/*
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* Copyright (c) 2014 ezivkoc
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to deal
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* in the Software without restriction, including without limitation the rights
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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* THE SOFTWARE.
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*/
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package zutil.algo;
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/**
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* Created by Ziver on 2014-10-07.
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*/
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public class LevenshteinDistance {
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/**
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* Calculates the Levenshtein Distance(Number of character
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* changes to equalize the two strings) for two Strings.
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*
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* @return The number of changes needed to equalize the two Strings
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*/
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public static int getDistance(String str1, String str2) {
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return getDistance(str1, str2,
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new int[str1.length()+1][str2.length()+1]);
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}
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/**
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* Calculates the Levenshtein Distance(Number of character
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* changes to equalize the two strings) for two Strings.
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*
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* @param matrix is a int matrix that will be used for the dynamic programing algorithm.
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* NOTE: matrix must be 1 larger than the larges string
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* @return The number of changes needed to equalize the two Strings
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*/
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public static int getDistance(String str1, String str2, int[][] matrix) {
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int len1 = str1.length()+1;
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int len2 = str2.length()+1;
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if(matrix.length < len1 || matrix[0].length < len2)
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throw new IndexOutOfBoundsException("matrix["+matrix.length+"]["+matrix[0].length+"] must be of size ["+len1+"]["+len2+"] or larger");
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// source prefixes can be transformed into empty string by
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// dropping all characters
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for (int i = 0; i < len1; i++) {
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matrix[i][0] = i;
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}
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for (int j = 0; j < len2; j++) {
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matrix[0][j] = j;
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}
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for (int j=1; j < len2; j++) {
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for (int i=1; i < len1; i++) {
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if (str1.charAt(i-1) == str2.charAt(j-1))
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matrix[i][j] = matrix[i - 1][j - 1]; // no operation required
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else {
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matrix[i][j] = min(
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matrix[i - 1][j] + 1, // a deletion
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matrix[i][j - 1] + 1, // an insertion
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matrix[i - 1][j - 1] + 1); // a substitution
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}
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}
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}
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/*
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System.out.println();
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for (int j=0; j < len2+1; j++) {
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if(j>1)
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System.out.print(str2.charAt(j-2)+" ");
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else
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System.out.print("_ ");
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for (int i=0; i < len1+1; i++) {
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if(j==0) {
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if (i > 1)
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System.out.print(str1.charAt(i - 2) + " ");
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else if (i != 0)
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System.out.print("_ ");
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}
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else if (i != 0)
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System.out.print(matrix[i-1][j-1]+" ");
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}
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System.out.println();
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}
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System.out.println("\n\n");*/
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return matrix[len1 - 1][len2 - 1];
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}
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private static int min(int i, int j, int k){
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return Math.min(i, Math.min(j, k));
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}
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}
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