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; 018 019/** 020 * The hamming distance between two strings of equal length is the number of positions at which the corresponding symbols are different. 021 * 022 * <p> 023 * For further explanation about the Hamming Distance, take a look at its Wikipedia page at https://en.wikipedia.org/wiki/Hamming_distance. 024 * </p> 025 * 026 * @since 1.0 027 */ 028public class HammingDistance implements EditDistance<Integer> { 029 030 /** 031 * Computes the Hamming Distance between two strings with the same length. 032 * 033 * <p> 034 * The distance starts with zero, and for each occurrence of a different character in either String, it increments the distance by 1, and finally return its 035 * value. 036 * </p> 037 * 038 * <p> 039 * Since the Hamming Distance can only be calculated between strings of equal length, input of different lengths will throw IllegalArgumentException 040 * </p> 041 * 042 * <pre> 043 * distance.apply("", "") = 0 044 * distance.apply("pappa", "pappa") = 0 045 * distance.apply("1011101", "1011111") = 1 046 * distance.apply("ATCG", "ACCC") = 2 047 * distance.apply("karolin", "kerstin" = 3 048 * </pre> 049 * 050 * @param left the first input, must not be null. 051 * @param right the second input, must not be null. 052 * @return distance. 053 * @throws IllegalArgumentException if either input is {@code null} or if they do not have the same length. 054 */ 055 @Override 056 public Integer apply(final CharSequence left, final CharSequence right) { 057 return apply(SimilarityInput.input(left), SimilarityInput.input(right)); 058 } 059 060 /** 061 * Computes the Hamming Distance between two strings with the same length. 062 * 063 * <p> 064 * The distance starts with zero, and for each occurrence of a different character in either String, it increments the distance by 1, and finally return its 065 * value. 066 * </p> 067 * <p> 068 * Since the Hamming Distance can only be calculated between strings of equal length, input of different lengths will throw IllegalArgumentException 069 * </p> 070 * 071 * <pre> 072 * distance.apply("", "") = 0 073 * distance.apply("pappa", "pappa") = 0 074 * distance.apply("1011101", "1011111") = 1 075 * distance.apply("ATCG", "ACCC") = 2 076 * distance.apply("karolin", "kerstin" = 3 077 * </pre> 078 * 079 * @param <E> The type of similarity score unit. 080 * @param left the first input, must not be null. 081 * @param right the second input, must not be null. 082 * @return distance. 083 * @throws IllegalArgumentException if either input is {@code null} or if they do not have the same length. 084 * @since 1.13.0 085 */ 086 public <E> Integer apply(final SimilarityInput<E> left, final SimilarityInput<E> right) { 087 if (left == null || right == null) { 088 throw new IllegalArgumentException("SimilarityInput must not be null"); 089 } 090 if (left.length() != right.length()) { 091 throw new IllegalArgumentException("SimilarityInput must have the same length"); 092 } 093 int distance = 0; 094 for (int i = 0; i < left.length(); i++) { 095 if (!left.at(i).equals(right.at(i))) { 096 distance++; 097 } 098 } 099 return distance; 100 } 101 102}