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\n

match-sorter

\n\n

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

\n
\n\n---\n\n**[Demo](https://codesandbox.io/s/wyk856yo48)**\n\n\n[![Build Status][build-badge]][build]\n[![Code Coverage][coverage-badge]][coverage]\n[![version][version-badge]][package]\n[![downloads][downloads-badge]][npmtrends]\n[![MIT License][license-badge]][license]\n\n\n[![All Contributors](https://img.shields.io/badge/all_contributors-17-orange.svg?style=flat-square)](#contributors-)\n\n[![PRs Welcome][prs-badge]][prs]\n[![Code of Conduct][coc-badge]][coc]\n[![Examples][examples-badge]][examples]\n\n\n## The problem\n\n1. You have a list of dozens, hundreds, or thousands of items\n2. You want to filter and sort those items intelligently (maybe you have a\n filter input for the user)\n3. You want simple, expected, and deterministic sorting of the items (no fancy\n math algorithm that fancily changes the sorting as they type)\n\n## This solution\n\nThis follows a simple and sensible (user friendly) algorithm that makes it easy\nfor you to filter and sort a list of items based on given input. Items are\nranked based on sensible criteria that result in a better user experience.\n\nTo explain the ranking system, I'll use countries as an example:\n\n1. **CASE SENSITIVE EQUALS**: Case-sensitive equality trumps all. These will be\n first. (ex. `France` would match `France`, but not `france`)\n2. **EQUALS**: Case-insensitive equality (ex. `France` would match `france`)\n3. **STARTS WITH**: If the item starts with the given value (ex. `Sou` would\n match `South Korea` or `South Africa`)\n4. **WORD STARTS WITH**: If the item has multiple words, then if one of those\n words starts with the given value (ex. `Repub` would match\n `Dominican Republic`)\n5. **CASE STARTS WITH**: If the item has a defined case (`camelCase`,\n `PascalCase`, `snake_case` or `kebab-case`), then if one of the parts starts\n with the given value (ex. `kingdom` would match `unitedKingdom` or\n `united_kingdom`)\n6. **CASE ACRONYM** If the item's case matches the synonym (ex. `uk` would\n match `united-kingdom` or `UnitedKingdom`)\n7. **CONTAINS**: If the item contains the given value (ex. `ham` would match\n `Bahamas`)\n8. **ACRONYM**: If the item's acronym is the given value (ex. `us` would match\n `United States`)\n9. **SIMPLE MATCH**: If the item has letters in the same order as the letters\n of the given value (ex. `iw` would match `Zimbabwe`, but not `Kuwait`\n because it must be in the same order). Furthermore, if the item is a closer\n match, it will rank higher (ex. `ua` matches `Uruguay` more closely than\n `United States of America`, therefore `Uruguay` will be ordered before\n `United States of America`)\n\nThis ranking seems to make sense in people's minds. At least it does in mine.\nFeedback welcome!\n\n\n\n\n- [Installation](#installation)\n- [Usage](#usage)\n- [Advanced options](#advanced-options)\n - [keys: `[string]`](#keys-string)\n - [threshold: `number`](#threshold-number)\n - [keepDiacritics: `boolean`](#keepdiacritics-boolean)\n- [Using ES6?](#using-es6)\n- [Inspiration](#inspiration)\n- [Other Solutions](#other-solutions)\n- [Issues](#issues)\n - [🐛 Bugs](#-bugs)\n - [💡 Feature Requests](#-feature-requests)\n- [Contributors ✨](#contributors-)\n- [LICENSE](#license)\n\n\n\n## Installation\n\nThis module is distributed via [npm][npm] which is bundled with [node][node] and\nshould be installed as one of your project's `dependencies`:\n\n```\nnpm install match-sorter\n```\n\n## Usage\n\n```javascript\nimport matchSorter from 'match-sorter'\n// or const matchSorter = require('match-sorter').default\n// or window.matchSorter\nconst list = ['hi', 'hey', 'hello', 'sup', 'yo']\nmatchSorter(list, 'h') // ['hi', 'hey', 'hello']\nmatchSorter(list, 'y') // ['yo', 'hey']\nmatchSorter(list, 'z') // []\n```\n\n## Advanced options\n\n### keys: `[string]`\n\n_Default: `undefined`_\n\nBy default it just uses the value itself as above. Passing an array tells\nmatch-sorter which keys to use for the ranking.\n\n```javascript\nconst objList = [\n {name: 'Janice', color: 'Green'},\n {name: 'Fred', color: 'Orange'},\n {name: 'George', color: 'Blue'},\n {name: 'Jen', color: 'Red'},\n]\nmatchSorter(objList, 'g', {keys: ['name', 'color']})\n// [{name: 'George', color: 'Blue'}, {name: 'Janice', color: 'Green'}, {name: 'Fred', color: 'Orange'}]\n\nmatchSorter(objList, 're', {keys: ['color', 'name']})\n// [{name: 'Jen', color: 'Red'}, {name: 'Janice', color: 'Green'}, {name: 'Fred', color: 'Orange'}, {name: 'George', color: 'Blue'}]\n```\n\n**Array of values**: When the specified key matches an array of values, the best\nmatch from the values of in the array is going to be used for the ranking.\n\n```javascript\nconst iceCreamYum = [\n {favoriteIceCream: ['mint', 'chocolate']},\n {favoriteIceCream: ['candy cane', 'brownie']},\n {favoriteIceCream: ['birthday cake', 'rocky road', 'strawberry']},\n]\nmatchSorter(iceCreamYum, 'cc', {keys: ['favoriteIceCream']})\n// [{favoriteIceCream: ['candy cane', 'brownie']}, {favoriteIceCream: ['mint', 'chocolate']}]\n```\n\n**Nested Keys**: You can specify nested keys using dot-notation.\n\n```javascript\nconst nestedObjList = [\n {name: {first: 'Janice'}},\n {name: {first: 'Fred'}},\n {name: {first: 'George'}},\n {name: {first: 'Jen'}},\n]\nmatchSorter(nestedObjList, 'j', {keys: ['name.first']})\n// [{name: {first: 'Janice'}}, {name: {first: 'Jen'}}]\n\nconst nestedObjList = [\n {name: [{first: 'Janice'}]},\n {name: [{first: 'Fred'}]},\n {name: [{first: 'George'}]},\n {name: [{first: 'Jen'}]},\n]\nmatchSorter(nestedObjList, 'j', {keys: ['name.0.first']})\n// [{name: {first: 'Janice'}}, {name: {first: 'Jen'}}]\n// matchSorter(nestedObjList, 'j', {keys: ['name[0].first']}) does not work\n```\n\n**Property Callbacks**: Alternatively, you may also pass in a callback function\nthat resolves the value of the key(s) you wish to match on. This is especially\nuseful when interfacing with libraries such as Immutable.js\n\n```javascript\nconst list = [{name: 'Janice'}, {name: 'Fred'}, {name: 'George'}, {name: 'Jen'}]\nmatchSorter(list, 'j', {keys: [item => item.name]})\n// [{name: 'Janice'}, {name: 'Jen'}]\n```\n\nFor more complex structures, expanding on the `nestedObjList` example above, you\ncan use `map`:\n\n```javascript\nconst nestedObjList = [\n {\n name: [\n {first: 'Janice', last: 'Smith'},\n {first: 'Jon', last: 'Doe'},\n ],\n },\n {\n name: [\n {first: 'Fred', last: 'Astaire'},\n {first: 'Jenny', last: 'Doe'},\n {first: 'Wilma', last: 'Flintstone'},\n ],\n },\n]\nmatchSorter(nestedObjList, 'doe', {\n keys: [\n item => item.name.map(i => i.first),\n item => item.name.map(i => i.last),\n ],\n})\n// [name: [{ first: 'Janice', last: 'Smith' },{ first: 'Jon', last: 'Doe' }], name: [{ first: 'Fred', last: 'Astaire' },{ first: 'Jenny', last: 'Doe' },{ first: 'Wilma', last: 'Flintstone' }]]\n```\n\n**Threshold**: You may specify an individual threshold for specific keys. A key\nwill only match if it meets the specified threshold. _For more information\nregarding thresholds [see below](#threshold-number)_\n\n```javascript\nconst list = [\n {name: 'Fred', color: 'Orange'},\n {name: 'Jen', color: 'Red'},\n]\nmatchSorter(list, 'ed', {\n keys: [{threshold: rankings.STARTS_WITH, key: 'name'}, 'color'],\n})\n//[{name: 'Jen', color: 'Red'}]\n```\n\n**Min and Max Ranking**: You may restrict specific keys to a minimum or maximum\nranking by passing in an object. A key with a minimum rank will only get\npromoted if there is at least a simple match.\n\n```javascript\nconst tea = [\n {tea: 'Earl Grey', alias: 'A'},\n {tea: 'Assam', alias: 'B'},\n {tea: 'Black', alias: 'C'},\n]\nmatchSorter(tea, 'A', {\n keys: ['tea', {maxRanking: matchSorter.rankings.STARTS_WITH, key: 'alias'}],\n})\n// without maxRanking, Earl Grey would come first because the alias \"A\" would be CASE_SENSITIVE_EQUAL\n// `tea` key comes before `alias` key, so Assam comes first even though both match as STARTS_WITH\n// [{tea: 'Assam', alias: 'B'}, {tea: 'Earl Grey', alias: 'A'},{tea: 'Black', alias: 'C'}]\n```\n\n```javascript\nconst tea = [\n {tea: 'Milk', alias: 'moo'},\n {tea: 'Oolong', alias: 'B'},\n {tea: 'Green', alias: 'C'},\n]\nmatchSorter(tea, 'oo', {\n keys: ['tea', {minRanking: matchSorter.rankings.EQUAL, key: 'alias'}],\n})\n// minRanking bumps Milk up to EQUAL from CONTAINS (alias)\n// Oolong matches as STARTS_WITH\n// Green is missing due to no match\n// [{tea: 'Milk', alias: 'moo'}, {tea: 'Oolong', alias: 'B'}]\n```\n\n### threshold: `number`\n\n_Default: `MATCHES`_\n\nThresholds can be used to specify the criteria used to rank the results.\nAvailable thresholds (from top to bottom) are:\n\n- CASE_SENSITIVE_EQUAL\n- EQUAL\n- STARTS_WITH\n- WORD_STARTS_WITH\n- STRING_CASE\n- STRING_CASE_ACRONYM\n- CONTAINS\n- ACRONYM\n- MATCHES _(default value)_\n- NO_MATCH\n\n```javascript\nconst fruit = ['orange', 'apple', 'grape', 'banana']\nmatchSorter(fruit, 'ap', {threshold: matchSorter.rankings.NO_MATCH})\n// ['apple', 'grape', 'orange', 'banana'] (returns all items, just sorted by best match)\n\nconst things = ['google', 'airbnb', 'apple', 'apply', 'app'],\nmatchSorter(things, 'app', {threshold: matchSorter.rankings.EQUAL})\n// ['app'] (only items that are equal)\n\nconst otherThings = ['fiji apple', 'google', 'app', 'crabapple', 'apple', 'apply']\nmatchSorter(otherThings, 'app', {threshold: matchSorter.rankings.WORD_STARTS_WITH})\n// ['app', 'apple', 'apply', 'fiji apple'] (everything that matches with \"word starts with\" or better)\n```\n\n### keepDiacritics: `boolean`\n\n_Default: `false`_\n\nBy default, match-sorter will strip diacritics before doing any comparisons.\nThis is the default because it makes the most sense from a UX perspective.\n\nYou can disable this behavior by specifying `keepDiacritics: true`\n\n```javascript\nconst thingsWithDiacritics = [\n 'jalapeño',\n 'à la carte',\n 'café',\n 'papier-mâché',\n 'à la mode',\n]\nmatchSorter(thingsWithDiacritics, 'aa')\n// ['jalapeño', 'à la carte', 'à la mode', 'papier-mâché']\n\nmatchSorter(thingsWithDiacritics, 'aa', {keepDiacritics: true})\n// ['jalapeño', 'à la carte']\n\nmatchSorter(thingsWithDiacritics, 'à', {keepDiacritics: true})\n// ['à la carte', 'à la mode']\n```\n\n## Using ES6?\n\nIn the examples above, we're using CommonJS. If you're using ES6 modules, then\nyou can do:\n\n`import matchSorter, {rankings, caseRankings} from 'match-sorter'`\n\n## Inspiration\n\nActually, most of this code was extracted from the _very first_ library I ever\nwrote: [genie][genie]!\n\n## Other Solutions\n\nYou might try [Fuse.js](https://github.com/krisk/Fuse). It uses advanced math\nfanciness to get the closest match. Unfortunately what's \"closest\" doesn't\nalways really make sense. So I extracted this from [genie][genie].\n\n## Issues\n\n_Looking to contribute? Look for the [Good First Issue][good-first-issue]\nlabel._\n\n### 🐛 Bugs\n\nPlease file an issue for bugs, missing documentation, or unexpected behavior.\n\n[**See Bugs**][bugs]\n\n### 💡 Feature Requests\n\nPlease file an issue to suggest new features. Vote on feature requests by adding\na 👍. This helps maintainers prioritize what to work on.\n\n[**See Feature Requests**][requests]\n\n## Contributors ✨\n\nThanks goes to these people ([emoji key][emojis]):\n\n\n\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
\"\"/
Kent C. Dodds
💻 📖 🚇 ⚠️ 👀		\"\"/
Conor Hastings
💻 📖 ⚠️ 👀		\"\"/
Rogelio Guzman
📖		\"\"/
Claudéric Demers
💻 📖 ⚠️		\"\"/
Kevin Davis
💻 ⚠️		\"\"/
Denver Chen
💻 📖 ⚠️		\"\"/
Christian Ruigrok
🐛 💻 📖
\"\"/
Hozefa
🐛 💻 ⚠️ 🤔		\"\"/
pushpinder107
💻		\"\"/
Mordy Tikotzky
💻 📖 ⚠️		\"\"/
Steven Brannum
💻 ⚠️		\"\"/
Christer van der Meeren
🐛		\"\"/
Samuel Petrosyan
💻 🐛		\"\"/
Brandon Kalinowski
🐛
\"\"/
Eric Berry
🔍		\"\"/
Skubie Doo
📖		\"\"/
Michaël De Boey
💻
\n\n\n\n\n\nThis project follows the [all-contributors][all-contributors] specification.\nContributions of any kind welcome!\n\n## LICENSE\n\nMIT\n\n\n[npm]: https://www.npmjs.com\n[node]: https://nodejs.org\n[build-badge]: https://img.shields.io/travis/kentcdodds/match-sorter.svg?style=flat-square\n[build]: https://travis-ci.org/kentcdodds/match-sorter\n[coverage-badge]: https://img.shields.io/codecov/c/github/kentcdodds/match-sorter.svg?style=flat-square\n[coverage]: https://codecov.io/github/kentcdodds/match-sorter\n[version-badge]: https://img.shields.io/npm/v/match-sorter.svg?style=flat-square\n[package]: https://www.npmjs.com/package/match-sorter\n[downloads-badge]: https://img.shields.io/npm/dm/match-sorter.svg?style=flat-square\n[npm-trends]: https://www.npmtrends.com/match-sorter\n[license-badge]: https://img.shields.io/npm/l/match-sorter.svg?style=flat-square\n[license]: https://github.com/kentcdodds/match-sorter/blob/master/other/LICENSE\n[prs-badge]: https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square\n[prs]: http://makeapullrequest.com\n[coc-badge]: https://img.shields.io/badge/code%20of-conduct-ff69b4.svg?style=flat-square\n[coc]: https://github.com/kentcdodds/match-sorter/blob/master/other/CODE_OF_CONDUCT.md\n[examples-badge]: https://img.shields.io/badge/%F0%9F%92%A1-examples-8C8E93.svg?style=flat-square\n[examples]: https://github.com/kentcdodds/match-sorter/blob/master/other/EXAMPLES.md\n[emojis]: https://github.com/all-contributors/all-contributors#emoji-key\n[all-contributors]: https://github.com/all-contributors/all-contributors\n\n[genie]: https://github.com/kentcdodds/genie\n" }