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Levenshtein Distance
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/** | |
* @license MIT | |
* Copyright 2019 @andrei-m | |
* | |
* See original which this code is based on: | |
* https://gist.github.com/andrei-m/982927/0efdf215b00e5d34c90fdc354639f87ddc3bd0a5 | |
* | |
* Basic modifications include using ES6 `const` and `let`. Additionally | |
* condenses if statement. Changes are somewhat trivial overall :) | |
* | |
* Permission is hereby granted, free of charge, to any person obtaining a | |
* copy of this software and associated documentation files (the "Software"), | |
* to deal in the Software without restriction, including without limitation | |
* the rights to use, copy, modify, merge, publish, distribute, sublicense, | |
* and/or sell copies of the Software, and to permit persons to whom the | |
* Software is furnished to do so, subject to the following conditions: | |
* The above copyright notice and this permission notice shall be included | |
* in all copies or substantial portions of the Software. | |
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS | |
* OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF | |
* MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. | |
* IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY | |
* CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, | |
* TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE | |
* SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. | |
* | |
* @description | |
* Computes a Levenshtein Distance. | |
* | |
* This computes a Levenshtein Distance which most simply is a | |
* distance in out-of-place letters, wrong letters, and missing | |
* letters. | |
* | |
* @see https://en.wikipedia.org/wiki/Levenshtein_distance | |
* @param {String} a The first word. | |
* @param {String} b The second word. | |
* | |
* @returns {Number} The Levenshtein Distance between `a` and `b`. | |
*/ | |
const getLevenshteinDistance = (a, b) => { | |
if (a.length == 0 || b.length == 0) { | |
return 0; | |
} | |
const matrix = []; | |
// Increment along the first column of each row. | |
let i; | |
for(i = 0; i <= b.length; i++){ | |
matrix[i] = [i]; | |
} | |
// Increment each column in the first row. | |
let j; | |
for (j = 0; j <= a.length; j++) { | |
matrix[0][j] = j; | |
} | |
// Fill in the rest of the matrix | |
for (i = 1; i <= b.length; i++) { | |
for (j = 1; j <= a.length; j++) { | |
if (b.charAt(i-1) == a.charAt(j-1)) { | |
matrix[i][j] = matrix[i-1][j-1]; | |
} else { | |
matrix[i][j] = Math.min(matrix[i-1][j-1] + 1, // substitution | |
Math.min(matrix[i][j-1] + 1, // insertion | |
matrix[i-1][j] + 1)); // deletion | |
} | |
} | |
} | |
return matrix[b.length][a.length]; | |
} |
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