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156 lines
4.0 KiB
C#
156 lines
4.0 KiB
C#
using System;
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using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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namespace FuzzyString
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{
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public static partial class ComparisonMetrics
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{
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public static double GetFuzzyEqualityScore(this string source, string target, params FuzzyStringComparisonOptions[] options)
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{
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List<double> comparisonResults = new List<double>();
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if (!options.Contains(FuzzyStringComparisonOptions.CaseSensitive))
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{
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source = source.Capitalize();
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target = target.Capitalize();
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}
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// Min: 0 Max: source.Length = target.Length
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if (options.Contains(FuzzyStringComparisonOptions.UseHammingDistance))
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{
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if (source.Length == target.Length)
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{
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comparisonResults.Add(source.HammingDistance(target)/target.Length);
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}
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}
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// Min: 0 Max: 1
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if (options.Contains(FuzzyStringComparisonOptions.UseJaccardDistance))
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{
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comparisonResults.Add(source.JaccardDistance(target));
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}
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// Min: 0 Max: 1
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if (options.Contains(FuzzyStringComparisonOptions.UseJaroDistance))
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{
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comparisonResults.Add(source.JaroDistance(target));
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}
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// Min: 0 Max: 1
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if (options.Contains(FuzzyStringComparisonOptions.UseJaroWinklerDistance))
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{
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comparisonResults.Add(source.JaroWinklerDistance(target));
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}
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// Min: 0 Max: LevenshteinDistanceUpperBounds - LevenshteinDistanceLowerBounds
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// Min: LevenshteinDistanceLowerBounds Max: LevenshteinDistanceUpperBounds
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if (options.Contains(FuzzyStringComparisonOptions.UseNormalizedLevenshteinDistance))
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{
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comparisonResults.Add(Convert.ToDouble(source.NormalizedLevenshteinDistance(target))/
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Convert.ToDouble((Math.Max(source.Length, target.Length) - source.LevenshteinDistanceLowerBounds(target))));
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}
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else if (options.Contains(FuzzyStringComparisonOptions.UseLevenshteinDistance))
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{
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comparisonResults.Add(Convert.ToDouble(source.LevenshteinDistance(target))/
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Convert.ToDouble(source.LevenshteinDistanceUpperBounds(target)));
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}
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if (options.Contains(FuzzyStringComparisonOptions.UseLongestCommonSubsequence))
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{
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comparisonResults.Add(1 -
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Convert.ToDouble((source.LongestCommonSubsequence(target).Length)/
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Convert.ToDouble(Math.Min(source.Length, target.Length))));
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}
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if (options.Contains(FuzzyStringComparisonOptions.UseLongestCommonSubstring))
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{
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comparisonResults.Add(1 -
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Convert.ToDouble((source.LongestCommonSubstring(target).Length)/
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Convert.ToDouble(Math.Min(source.Length, target.Length))));
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}
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// Min: 0 Max: 1
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if (options.Contains(FuzzyStringComparisonOptions.UseSorensenDiceDistance))
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{
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comparisonResults.Add(source.SorensenDiceDistance(target));
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}
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// Min: 0 Max: 1
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if (options.Contains(FuzzyStringComparisonOptions.UseOverlapCoefficient))
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{
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comparisonResults.Add(1 - source.OverlapCoefficient(target));
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}
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// Min: 0 Max: 1
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if (options.Contains(FuzzyStringComparisonOptions.UseRatcliffObershelpSimilarity))
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{
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comparisonResults.Add(1 - source.RatcliffObershelpSimilarity(target));
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}
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return comparisonResults.Average();
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}
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public static bool ApproximatelyEquals(this string source, string target, FuzzyStringComparisonTolerance tolerance, params FuzzyStringComparisonOptions[] options)
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{
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if (options.Length == 0)
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{
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return false;
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}
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var score = source.GetFuzzyEqualityScore(target, options);
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if (tolerance == FuzzyStringComparisonTolerance.Strong)
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{
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if (score < 0.25)
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{
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return true;
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}
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else
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{
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return false;
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}
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}
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else if (tolerance == FuzzyStringComparisonTolerance.Normal)
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{
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if (score < 0.5)
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{
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return true;
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}
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else
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{
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return false;
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}
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}
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else if (tolerance == FuzzyStringComparisonTolerance.Weak)
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{
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if (score < 0.75)
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{
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return true;
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}
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else
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{
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return false;
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}
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}
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else if (tolerance == FuzzyStringComparisonTolerance.Manual)
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{
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if (score > 0.6)
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{
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return true;
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}
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else
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{
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return false;
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}
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}
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else
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{
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return false;
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}
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}
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}
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}
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