• Stars
    star
    404
  • Rank 106,897 (Top 3 %)
  • Language
    JavaScript
  • License
    MIT License
  • Created over 7 years ago
  • Updated over 2 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

The most efficient JS implementation calculating the Levenshtein distance, i.e. the difference between two strings.

js-levenshtein Build Status

A very efficient JS implementation calculating the Levenshtein distance, i.e. the difference between two strings.

Based on Wagner-Fischer dynamic programming algorithm, optimized for speed and memory

  • use a single distance vector instead of a matrix
  • loop unrolling on the outer loop
  • remove common prefixes/postfixes from the calculation
  • minimize the number of comparisons
  • always allocate a new distance vector in order to not leak memory

Install

$ npm install --save js-levenshtein

Usage

const levenshtein = require('js-levenshtein');

levenshtein('kitten', 'sitting');
//=> 3

Benchmark

$ npm run bench
  
                      50 paragraphs, length max=500 min=240 avr=372.5
             162 op/s » js-levenshtein
              98 op/s » talisman
              94 op/s » levenshtein-edit-distance
              85 op/s » leven
              39 op/s » fast-levenshtein

                      100 sentences, length max=170 min=6 avr=57.5
           3,076 op/s » js-levenshtein
           2,024 op/s » talisman
           1,817 op/s » levenshtein-edit-distance
           1,633 op/s » leven
             800 op/s » fast-levenshtein

                      2000 words, length max=20 min=3 avr=9.5
           3,119 op/s » js-levenshtein
           2,416 op/s » talisman
           2,141 op/s » levenshtein-edit-distance
           1,855 op/s » leven
           1,260 op/s » fast-levenshtein

Benchmarks was performed with node v8.12.0 on a MacBook Pro 15", 2.9 GHz Intel Core i9

License

MIT © Gustaf Andersson