match-sorter

What is match-sorter?

The match-sorter npm package is a simple, expected, and deterministic best-match sorting of an array in JavaScript. It's used to filter and sort lists of strings or objects by best match against a given query.

What are match-sorter's main functionalities?

Simple string matching

This feature allows you to sort an array of strings by matching against a single query string. It returns the items that match the query, ordered by best match.

import matchSorter from 'match-sorter';
const fruits = ['apple', 'orange', 'grape', 'banana'];
const sortedFruits = matchSorter(fruits, 'ap');
// sortedFruits will be ['apple', 'grape']

Object array matching

This feature allows you to sort an array of objects by matching against a query string on specified object keys. It returns the objects that match the query, ordered by best match.

import matchSorter from 'match-sorter';
const items = [{name: 'apple'}, {name: 'orange'}, {name: 'grape'}, {name: 'banana'}];
const sortedItems = matchSorter(items, 'ap', {keys: ['name']});
// sortedItems will be [{name: 'apple'}, {name: 'grape'}]

Custom ranking strategies

This feature allows you to customize the ranking strategy used for sorting. You can specify the order of ranking methods to tailor the sorting to your needs.

import matchSorter, {rankings} from 'match-sorter';
const books = ['The Hobbit', 'Game of Thrones', 'Curious George'];
const sortedBooks = matchSorter(books, 'th', {rankings: [rankings.STARTS_WITH, rankings.EQUAL, rankings.CONTAINS]});
// sortedBooks will be ['The Hobbit', 'Game of Thrones']

Other packages similar to match-sorter

fuse.js

Fuse.js is a powerful, lightweight fuzzy-search library with a similar goal to match-sorter. It provides flexible searching with customizable search options, but it might be more complex to use for simple use cases compared to match-sorter.

fuzzy

Fuzzy is a JavaScript module for fuzzy string matching. It's useful for filtering large arrays of strings or objects by a search term. It's less feature-rich and has a simpler API than match-sorter, which might be preferable for basic use cases.

quick-score

Quick-score is a library for scoring and sorting string matches for autocomplete suggestions. It's optimized for speed and is a good alternative to match-sorter when performance is a critical factor.

README

match-sorter

Simple, expected, and deterministic best-match sorting of an array in JavaScript

---

Demo

The problem

1. You have a list of dozens, hundreds, or thousands of items
2. You want to filter and sort those items intelligently (maybe you have a filter input for the user)
3. You want simple, expected, and deterministic sorting of the items (no fancy math algorithm that fancily changes the sorting as they type)

This solution

This follows a simple and sensible (user friendly) algorithm that makes it easy for you to filter and sort a list of items based on given input. Items are ranked based on sensible criteria that result in a better user experience.

To explain the ranking system, I'll use countries as an example:

1. CASE SENSITIVE EQUALS: Case-sensitive equality trumps all. These will be first. (ex. France would match France , but not france)
2. EQUALS: Case-insensitive equality (ex. France would match france)
3. STARTS WITH: If the item starts with the given value (ex. Sou would match South Korea or South Africa)
4. WORD STARTS WITH: If the item has multiple words, then if one of those words starts with the given value (ex. Repub would match Dominican Republic)
5. CASE STARTS WITH: If the item has a defined case (camelCase, PascalCase, snake_case or kebab-case), then if one of the parts starts with the given value (ex. kingdom would match unitedKingdom or united_kingdom)
6. CASE ACRONYM If the item's case matches the synonym (ex. uk would match united-kingdom or UnitedKingdom)
7. CONTAINS: If the item contains the given value (ex. ham would match Bahamas)
8. ACRONYM: If the item's acronym is the given value (ex. us would match United States)
9. SIMPLE MATCH: If the item has letters in the same order as the letters of the given value (ex. iw would match Zimbabwe, but not Kuwait because it must be in the same order). Furthermore, if the item is a closer match, it will rank higher (ex. ua matches Uruguay more closely than United States of America, therefore Uruguay will be ordered before United States of America)

This ranking seems to make sense in people's minds. At least it does in mine. Feedback welcome!

Getting Started

Installation

This module is distributed via npm which is bundled with node and should be installed as one of your project's dependencies:

npm install --save match-sorter

Usage

const matchSorter = require('match-sorter')
// ES6 imports work too
// Also available in global environment via `matchSorter` global
const list = ['hi', 'hey', 'hello', 'sup', 'yo']
matchSorter(list, 'h') // ['hi', 'hey', 'hello']
matchSorter(list, 'y') // ['yo', 'hey']
matchSorter(list, 'z') // []

Advanced options

keys: [string]

Default: undefined

By default it just uses the value itself as above. Passing an array tells match-sorter which keys to use for the ranking.

const objList = [
  {name: 'Janice', color: 'Green'},
  {name: 'Fred', color: 'Orange'},
  {name: 'George', color: 'Blue'},
  {name: 'Jen', color: 'Red'},
]
matchSorter(objList, 'g', {keys: ['name', 'color']})
// [{name: 'George', color: 'Blue'}, {name: 'Janice', color: 'Green'}, {name: 'Fred', color: 'Orange'}]

matchSorter(objList, 're', {keys: ['color', 'name']})
// [{name: 'Jen', color: 'Red'}, {name: 'Janice', color: 'Green'}, {name: 'Fred', color: 'Orange'}, {name: 'George', color: 'Blue'}]

Array of values: When the specified key matches an array of values, the best match from the values of in the array is going to be used for the ranking.

const iceCreamYum = [
  {favoriteIceCream: ['mint', 'chocolate']},
  {favoriteIceCream: ['candy cane', 'brownie']},
  {favoriteIceCream: ['birthday cake', 'rocky road', 'strawberry']},
]
matchSorter(iceCreamYum, 'cc', {keys: ['favoriteIceCream']})
// [{favoriteIceCream: ['candy cane', 'brownie']}, {favoriteIceCream: ['mint', 'chocolate']}]

Nested Keys: You can specify nested keys using dot-notation.

const nestedObjList = [
  {name: {first: 'Janice'}},
  {name: {first: 'Fred'}},
  {name: {first: 'George'}},
  {name: {first: 'Jen'}},
]
matchSorter(nestedObjList, 'j', {keys: ['name.first']})
// [{name: {first: 'Janice'}}, {name: {first: 'Jen'}}]

const nestedObjList = [
  {name: [{first: 'Janice'}]},
  {name: [{first: 'Fred'}]},
  {name: [{first: 'George'}]},
  {name: [{first: 'Jen'}]},
]
matchSorter(nestedObjList, 'j', {keys: ['name.0.first']})
// [{name: {first: 'Janice'}}, {name: {first: 'Jen'}}]
// matchSorter(nestedObjList, 'j', {keys: ['name[0].first']}) does not work

Property Callbacks: Alternatively, you may also pass in a callback function that resolves the value of the key(s) you wish to match on. This is especially useful when interfacing with libraries such as Immutable.js

const list = [
  {name: 'Janice'},
  {name: 'Fred'},
  {name: 'George'},
  {name: 'Jen'},
]
matchSorter(list, 'j', {keys: [(item) => item.name]})
// [{name: 'Janice'}, {name: 'Jen'}]

Min and Max Ranking: You may restrict specific keys to a minimum or maximum ranking by passing in an object. A key with a minimum rank will only get promoted if there is at least a simple match.

const tea = [
  {tea: 'Earl Grey', alias: 'A'},
  {tea: 'Assam', alias: 'B'},
  {tea: 'Black', alias: 'C'},
]
matchSorter(tea, 'A', {keys: ['tea', {maxRanking: matchSorter.rankings.STARTS_WITH, key: 'alias'}]})
// without maxRanking, Earl Grey would come first because the alias "A" would be CASE_SENSITIVE_EQUAL
// `tea` key comes before `alias` key, so Assam comes first even though both match as STARTS_WITH
// [{tea: 'Assam', alias: 'B'}, {tea: 'Earl Grey', alias: 'A'},{tea: 'Black', alias: 'C'}]

const tea = [
  {tea: 'Milk', alias: 'moo'},
  {tea: 'Oolong', alias: 'B'},
  {tea: 'Green', alias: 'C'},
]
matchSorter(tea, 'oo', {keys: ['tea', {minRanking: matchSorter.rankings.EQUAL, key: 'alias'}]})
// minRanking bumps Milk up to EQUAL from CONTAINS (alias)
// Oolong matches as STARTS_WITH
// Green is missing due to no match
// [{tea: 'Milk', alias: 'moo'}, {tea: 'Oolong', alias: 'B'}]

threshold: number

Default: MATCHES

Thresholds can be used to specify the criteria used to rank the results. Available thresholds (from top to bottom) are:

• CASE_SENSITIVE_EQUAL
• EQUAL
• STARTS_WITH
• WORD_STARTS_WITH
• STRING_CASE
• STRING_CASE_ACRONYM
• CONTAINS
• ACRONYM
• MATCHES (default value)
• NO_MATCH

const fruit = ['orange', 'apple', 'grape', 'banana']
matchSorter(fruit, 'ap', {threshold: matchSorter.rankings.NO_MATCH})
// ['apple', 'grape', 'orange', 'banana'] (returns all items, just sorted by best match)

const things = ['google', 'airbnb', 'apple', 'apply', 'app'],
matchSorter(things, 'app', {threshold: matchSorter.rankings.EQUAL})
// ['app'] (only items that are equal)

const otherThings = ['fiji apple', 'google', 'app', 'crabapple', 'apple', 'apply']
matchSorter(otherThings, 'app', {threshold: matchSorter.rankings.WORD_STARTS_WITH})
// ['app', 'apple', 'apply', 'fiji apple'] (everything that matches with "word starts with" or better)

keepDiacritics: boolean

Default: false

By default, match-sorter will strip diacritics before doing any comparisons. This is the default because it makes the most sense from a UX perspective.

You can disable this behavior by specifying keepDiacritics: true

const thingsWithDiacritics = ['jalapeño', 'à la carte', 'café', 'papier-mâché', 'à la mode']
matchSorter(thingsWithDiacritics, 'aa')
// ['jalapeño', 'à la carte', 'à la mode', 'papier-mâché']

matchSorter(thingsWithDiacritics, 'aa', {keepDiacritics: true})
// ['jalapeño', 'à la carte']

matchSorter(thingsWithDiacritics, 'à', {keepDiacritics: true})
// ['à la carte', 'à la mode']

Using ES6?

In the examples above, we're using CommonJS. If you're using ES6 modules, then you can do:

import matchSorter, {rankings, caseRankings} from 'match-sorter'

Inspiration

Actually, most of this code was extracted from the very first library I ever wrote: genie!

Other Solutions

You might try Fuse.js. It uses advanced math fanciness to get the closest match. Unfortunately what's "closest" doesn't always really make sense. So I extracted this from genie.

Contributors

Thanks goes to these people (emoji key):

Kent C. Dodds 💻 📖 🚇 ⚠️ 👀	Conor Hastings 💻 📖 ⚠️ 👀	Rogelio Guzman 📖	Claudéric Demers 💻 📖 ⚠️	Kevin Davis 💻 ⚠️	Denver Chen 💻 📖 ⚠️	Christian Ruigrok 🐛 💻 📖

This project follows the all-contributors specification. Contributions of any kind welcome!

LICENSE

MIT