You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
105 lines
3.3 KiB
105 lines
3.3 KiB
3 years ago
|
# fast-levenshtein - Levenshtein algorithm in Javascript
|
||
|
|
||
|
[![Build Status](https://secure.travis-ci.org/hiddentao/fast-levenshtein.png)](http://travis-ci.org/hiddentao/fast-levenshtein)
|
||
|
[![NPM module](https://badge.fury.io/js/fast-levenshtein.png)](https://badge.fury.io/js/fast-levenshtein)
|
||
|
[![NPM downloads](https://img.shields.io/npm/dm/fast-levenshtein.svg?maxAge=2592000)](https://www.npmjs.com/package/fast-levenshtein)
|
||
|
[![Follow on Twitter](https://img.shields.io/twitter/url/http/shields.io.svg?style=social&label=Follow&maxAge=2592000)](https://twitter.com/hiddentao)
|
||
|
|
||
|
An efficient Javascript implementation of the [Levenshtein algorithm](http://en.wikipedia.org/wiki/Levenshtein_distance) with locale-specific collator support.
|
||
|
|
||
|
## Features
|
||
|
|
||
|
* Works in node.js and in the browser.
|
||
|
* Better performance than other implementations by not needing to store the whole matrix ([more info](http://www.codeproject.com/Articles/13525/Fast-memory-efficient-Levenshtein-algorithm)).
|
||
|
* Locale-sensitive string comparisions if needed.
|
||
|
* Comprehensive test suite and performance benchmark.
|
||
|
* Small: <1 KB minified and gzipped
|
||
|
|
||
|
## Installation
|
||
|
|
||
|
### node.js
|
||
|
|
||
|
Install using [npm](http://npmjs.org/):
|
||
|
|
||
|
```bash
|
||
|
$ npm install fast-levenshtein
|
||
|
```
|
||
|
|
||
|
### Browser
|
||
|
|
||
|
Using bower:
|
||
|
|
||
|
```bash
|
||
|
$ bower install fast-levenshtein
|
||
|
```
|
||
|
|
||
|
If you are not using any module loader system then the API will then be accessible via the `window.Levenshtein` object.
|
||
|
|
||
|
## Examples
|
||
|
|
||
|
**Default usage**
|
||
|
|
||
|
```javascript
|
||
|
var levenshtein = require('fast-levenshtein');
|
||
|
|
||
|
var distance = levenshtein.get('back', 'book'); // 2
|
||
|
var distance = levenshtein.get('我愛你', '我叫你'); // 1
|
||
|
```
|
||
|
|
||
|
**Locale-sensitive string comparisons**
|
||
|
|
||
|
It supports using [Intl.Collator](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Collator) for locale-sensitive string comparisons:
|
||
|
|
||
|
```javascript
|
||
|
var levenshtein = require('fast-levenshtein');
|
||
|
|
||
|
levenshtein.get('mikailovitch', 'Mikhaïlovitch', { useCollator: true});
|
||
|
// 1
|
||
|
```
|
||
|
|
||
|
## Building and Testing
|
||
|
|
||
|
To build the code and run the tests:
|
||
|
|
||
|
```bash
|
||
|
$ npm install -g grunt-cli
|
||
|
$ npm install
|
||
|
$ npm run build
|
||
|
```
|
||
|
|
||
|
## Performance
|
||
|
|
||
|
_Thanks to [Titus Wormer](https://github.com/wooorm) for [encouraging me](https://github.com/hiddentao/fast-levenshtein/issues/1) to do this._
|
||
|
|
||
|
Benchmarked against other node.js levenshtein distance modules (on Macbook Air 2012, Core i7, 8GB RAM):
|
||
|
|
||
|
```bash
|
||
|
Running suite Implementation comparison [benchmark/speed.js]...
|
||
|
>> levenshtein-edit-distance x 234 ops/sec ±3.02% (73 runs sampled)
|
||
|
>> levenshtein-component x 422 ops/sec ±4.38% (83 runs sampled)
|
||
|
>> levenshtein-deltas x 283 ops/sec ±3.83% (78 runs sampled)
|
||
|
>> natural x 255 ops/sec ±0.76% (88 runs sampled)
|
||
|
>> levenshtein x 180 ops/sec ±3.55% (86 runs sampled)
|
||
|
>> fast-levenshtein x 1,792 ops/sec ±2.72% (95 runs sampled)
|
||
|
Benchmark done.
|
||
|
Fastest test is fast-levenshtein at 4.2x faster than levenshtein-component
|
||
|
```
|
||
|
|
||
|
You can run this benchmark yourself by doing:
|
||
|
|
||
|
```bash
|
||
|
$ npm install
|
||
|
$ npm run build
|
||
|
$ npm run benchmark
|
||
|
```
|
||
|
|
||
|
## Contributing
|
||
|
|
||
|
If you wish to submit a pull request please update and/or create new tests for any changes you make and ensure the grunt build passes.
|
||
|
|
||
|
See [CONTRIBUTING.md](https://github.com/hiddentao/fast-levenshtein/blob/master/CONTRIBUTING.md) for details.
|
||
|
|
||
|
## License
|
||
|
|
||
|
MIT - see [LICENSE.md](https://github.com/hiddentao/fast-levenshtein/blob/master/LICENSE.md)
|