//****************************************************************************************************** // LevenshteinDistance.cs - Gbtc // // Copyright © 2013, Grid Protection Alliance. All Rights Reserved. // // Licensed to the Grid Protection Alliance (GPA) under one or more contributor license agreements. See // the NOTICE file distributed with this work for additional information regarding copyright ownership. // The GPA licenses this file to you under the MIT License (MIT), the "License"; you may // not use this file except in compliance with the License. You may obtain a copy of the License at: // // http://www.opensource.org/licenses/MIT // // Unless agreed to in writing, the subject software distributed under the License is distributed on an // "AS-IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. Refer to the // License for the specific language governing permissions and limitations. // // Code Modification History: // ---------------------------------------------------------------------------------------------------- // 04/14/2013 - Kevin D. Jones // Generated original version of source code. // //****************************************************************************************************** using System; // TODO: Please add comments to these classes #pragma warning disable 1591 namespace GSF.FuzzyStrings { public static partial class ComparisonMetrics { public static int LevenshteinDistance(this string source, string target) { if (source.Length == 0) { return target.Length; } if (target.Length == 0) { return source.Length; } int distance = 0; if (source[source.Length - 1] == target[target.Length - 1]) { distance = 0; } else { distance = 1; } return Math.Min(Math.Min(LevenshteinDistance(source.Substring(0, source.Length - 1), target) + 1, LevenshteinDistance(source, target.Substring(0, target.Length - 1))) + 1, LevenshteinDistance(source.Substring(0, source.Length - 1), target.Substring(0, target.Length - 1)) + distance); } public static double NormalizedLevenshteinDistance(this string source, string target) { int unnormalizedLevenshteinDistance = source.LevenshteinDistance(target); return unnormalizedLevenshteinDistance - source.LevenshteinDistanceLowerBounds(target); } public static int LevenshteinDistanceUpperBounds(this string source, string target) { // If the two strings are the same length then the Hamming Distance is the upper bounds of the Levenshtien Distance. if (source.Length == target.Length) { return source.HammingDistance(target); } // Otherwise, the upper bound is the length of the longer string. else if (source.Length > target.Length) { return source.Length; } else if (target.Length > source.Length) { return target.Length; } return 9999; } public static int LevenshteinDistanceLowerBounds(this string source, string target) { // If the two strings are the same length then the lower bound is zero. if (source.Length == target.Length) { return 0; } // If the two strings are different lengths then the lower bounds is the difference in length. else { return Math.Abs(source.Length - target.Length); } } } }