Archived
Renamed Examples to Implementation
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using System.Collections;
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namespace Common.Distance;
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public static class Calculator
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{
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/// <summary>
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/// Calculates the levenshtein distance between two enumerables
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/// </summary>
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/// <typeparam name="T"></typeparam>
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/// <param name="reference"></param>
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/// <param name="hypothesis"></param>
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/// <returns></returns>
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public static double GetDistance<T>(T reference, T? hypothesis)
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where T : IEnumerable
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{
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// Setup
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var refArr = reference.Cast<object>().ToArray();
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var hypArr = hypothesis?.Cast<object>().ToArray() ?? Array.Empty<object>();
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var distance = new int[refArr.Length + 1, hypArr.Length + 1];
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// Fill matrix
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for (var x = 0; x <= refArr.Length; x++)
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{
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// Reference on X axis
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distance[x, 0] = x;
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}
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for (var y = 0; y <= hypArr.Length; y++)
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{
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// Hypothesis on Y axis
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distance[0, y] = y;
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}
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// Calculate distance
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for (var x = 0; x < refArr.Length; x++)
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{
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for (var y = 0; y < hypArr.Length; y++)
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{
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// BL Cost depends on whether the two elements are equal
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var cost = Equals(refArr[x], hypArr[y]) ? 0 : 1;
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// Apply distance mask
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var c1 = distance[x, y] + cost; // Bottom left
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var c2 = distance[x, y + 1] + 1; // Top left
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var c3 = distance[x + 1, y] + 1; // Bottom right
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distance[x + 1, y + 1] = Min(c1, c2, c3); // Top right
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}
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}
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return distance[refArr.Length, hypArr.Length];
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}
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private static T Min<T>(params T[] values)
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{
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if (!values.Any())
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{
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throw new ArgumentException("Array cannot be empty", nameof(values));
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}
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return values.Min()!;
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}
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}
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