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Javascript Damerau Levenshtein Similarity metrics
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function damerau_levenshtein(first, second) { | |
"use strict"; | |
// TODO: Support non-BMP characters (like that's ever going to happen) | |
if (first == second) return 0; | |
var firstLen = first.length; | |
var secondLen = second.length; | |
if (firstLen == 0) return secondLen; | |
if (secondLen == 0) return firstLen; | |
var distances = []; | |
for (var i = 0; i < firstLen + 2; i++) { | |
distances.push(Array(secondLen + 2).fill(0)); | |
} | |
const maxDistance = firstLen + secondLen; | |
distances[0][0] = maxDistance; | |
for (var i = 0; i < firstLen + 1; i++) { | |
distances[i + 1][0] = maxDistance; | |
distances[i + 1][1] = i; | |
} | |
for (var j = 0; j < secondLen + 1; j++) { | |
distances[0][j + 1] = maxDistance; | |
distances[1][j + 1] = j; | |
} | |
var chars = new Map(); | |
for (var i = 1; i < firstLen + 1; i++) { | |
var db = 0; | |
for (var j = 1; j < secondLen + 1; j++) { | |
var k = chars.get(second.charAt(j - 1)); | |
if (typeof k == 'undefined') { | |
k = 0; | |
} | |
const l = db; | |
var cost = 1; | |
if (first[i - 1] == second[j - 1]) { | |
cost = 0; | |
db = j; | |
} | |
const substitutionCost = distances[i][j] + cost; | |
const insertionCost = distances[i][j + 1] + 1; | |
const deletionCost = distances[i + 1][j] + 1; | |
const transpositionCost = distances[k][l] + | |
(i - k -1) + 1 + (j - l - 1); | |
distances[i + 1][j + 1] = Math.min( | |
substitutionCost, | |
insertionCost, | |
deletionCost, | |
transpositionCost | |
); | |
} | |
chars.set(first[i - 1], i); | |
} | |
return distances[firstLen + 1][secondLen + 1]; | |
} | |
console.assert(damerau_levenshtein("abcdefghijkl", "bacedfgihjlk") == 4); | |
console.assert(damerau_levenshtein("ab", "a") == 1); | |
console.assert(damerau_levenshtein("The quick brown fox jumped over the angry dog.", "Lehem ipsum dolor sit amet, dicta latine an eam.") == 36) |
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