Created
April 23, 2018 16:06
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Levenshtein distance
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'use strict' | |
const levenshtein = (a, b) => { | |
if (a.length == 0) return b.length | |
if (b.length == 0) return a.length | |
// swap to save some memory O(min(a,b)) instead of O(a) | |
if (a.length > b.length) | |
b = [a, a = b][0] | |
let row = [] | |
for (let i = 0 ; i <= a.length ; ++i) | |
row[i] = i | |
for (let i = 1 ; i <= b.length ; ++i) | |
{ | |
let prev = i | |
for (let j = 1 ; j <= a.length ; ++j) { | |
let val | |
if (b.charAt(i - 1) == a.charAt(j - 1)) | |
val = row[j - 1] // match | |
else | |
val = Math.min(row[j - 1] + 1, // substitution | |
prev + 1, // insertion | |
row[j] + 1) // deletion | |
row[j - 1] = prev | |
prev = val | |
} | |
row[a.length] = prev | |
} | |
return row[a.length] | |
} | |
const _levenshtein = (a, b) => { | |
if ((typeof a === 'string' || a instanceof String) && | |
(typeof b === 'string' || b instanceof String)) | |
console.log("leventshtein(" + a + "," + b + ") = " + levenshtein(a, b)) | |
else | |
console.log("a and/or b is/are not a string") | |
} | |
_levenshtein("", "") | |
_levenshtein(13, 37) | |
_levenshtein("aaa", "aaa") | |
_levenshtein("aa", "aaa") | |
_levenshtein("aa", "aba") | |
_levenshtein("aaa", "aba") | |
_levenshtein("0123456789", "aba") | |
_levenshtein("0123456789", "9876543210") |
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