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Query

Mongo-like queries for Javascript object arrays

Install / Use

/learn @protobi/Query
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

Query

A lightweight API to query Javascript arrays using MongoDB syntax in the browser and Node.js.

Installation

Browser

Query can be installed standalone, which will expose global Query object; <script type="text/javascript" src="query.min.js"></script>

Query can be required using require.js:

define(['query', function(Query) { ... my script ... });

Server side (node.js) installation

You can install with NPM: npm install protobi/query query = require("query");

Extend _ or Array prototype

It can be convenient in your own code to extend Array or Underscore/Lodash:

Array.prototype.query = function(q) { return Query.query(this, q); });

or

_.mixin(Query);

Basic Usage

The following are some basic examples:

Query.query( MyCollection, {
    featured:true,
    likes: {$gt:10}
});
// Returns all models where the featured attribute is true and there are
// more than 10 likes

Query.query( MyCollection, {tags: { $any: ["coffeescript", "backbone", "mvc"]}});
// Finds models that have either "coffeescript", "backbone", "mvc" in their "tags" attribute

Query.query(MyCollection, {
  // Models must match all these queries
  $and:{
    title: {$like: "news"}, // Title attribute contains the string "news"
    likes: {$gt: 10}
  }, // Likes attribute is greater than 10

  // Models must match one of these queries
  $or:{
    featured: true, // Featured attribute is true
    category:{$in:["code","programming","javascript"]}
  }
  //Category attribute is either "code", "programming", or "javascript"
});

Or if CoffeeScript is your thing (the source is written in plain Javascript), try this:

Query.query MyCollection,
  $and:
    likes: $lt: 15
  $or:
    content: $like: "news"
    featured: $exists: true
  $not:
    colors: $contains: "yellow"

Query API

$equal

Performs a strict equality test using ===. If no operator is provided and the query value isn't a regex then $equal is assumed.

If the attribute in the model is an array then the query value is searched for in the array in the same way as $contains

If the query value is an object (including array) then a deep comparison is performed using underscores _.isEqual

_.query( MyCollection, { title:"Test" });
// Returns all models which have a "title" attribute of "Test"

_.query( MyCollection, { title: {$equal:"Test"} }); // Same as above

_.query( MyCollection, { colors: "red" });
// Returns models which contain the value "red" in a "colors" attribute that is an array.

MyCollection.query ({ colors: ["red", "yellow"] });
// Returns models which contain a colors attribute with the array ["red", "yellow"]

$contains

Assumes that the model property is an array and searches for the query value in the array

_.query( MyCollection, { colors: {$contains: "red"} });
// Returns models which contain the value "red" in a "colors" attribute that is an array.
// e.g. a model with this attribute colors:["red","yellow","blue"] would be returned

$ne

"Not equal", the opposite of $equal, returns all models which don't have the query value

_.query( MyCollection, { title: {$ne:"Test"} });
// Returns all models which don't have a "title" attribute of "Test"

$lt, $lte, $gt, $gte

These conditional operators can be used for greater than and less than comparisons in queries

_.query( MyCollection, { likes: {$lt:10} });
// Returns all models which have a "likes" attribute of less than 10
_.query( MyCollection, { likes: {$lte:10} });
// Returns all models which have a "likes" attribute of less than or equal to 10
_.query( MyCollection, { likes: {$gt:10} });
// Returns all models which have a "likes" attribute of greater than 10
_.query( MyCollection, { likes: {$gte:10} });
// Returns all models which have a "likes" attribute of greater than or equal to 10

These may further be combined:

_.query( MyCollection, { likes: {$gt:2, $lt:20} });
// Returns all models which have a "likes" attribute of greater than 2 or less than 20
// This example is also equivalent to $between: [2,20]
_.query( MyCollection, { likes: {$gte:2, $lte:20} });
// Returns all models which have a "likes" attribute of greater than or equal to 2, and less than or equal to 20
_.query( MyCollection, { likes: {$gte:2, $lte: 20, $ne: 12} });
// Returns all models which have a "likes" attribute between 2 and 20 inclusive, but not equal to 12

$between

To check if a value is in-between 2 query values use the $between operator and supply an array with the min and max value

_.query( MyCollection, { likes: {$between:[5,15] } });
// Returns all models which have a "likes" attribute of greater than 5 and less then 15

$in

An array of possible values can be supplied using $in, a model will be returned if any of the supplied values is matched

_.query( MyCollection, { title: {$in:["About", "Home", "Contact"] } });
// Returns all models which have a title attribute of either "About", "Home", or "Contact"

$nin

"Not in", the opposite of $in. A model will be returned if none of the supplied values is matched

_.query( MyCollection, { title: {$nin:["About", "Home", "Contact"] } });
// Returns all models which don't have a title attribute of either
// "About", "Home", or "Contact"

$all

Assumes the model property is an array and only returns models where all supplied values are matched.

_.query( MyCollection, { colors: {$all:["red", "yellow"] } });
// Returns all models which have "red" and "yellow" in their colors attribute.
// A model with the attribute colors:["red","yellow","blue"] would be returned
// But a model with the attribute colors:["red","blue"] would not be returned

$any

Assumes the model property is an array and returns models where any of the supplied values are matched.

_.query( MyCollection, { colors: {$any:["red", "yellow"] } });
// Returns models which have either "red" or "yellow" in their colors attribute.

$size

Assumes the model property has a length (i.e. is either an array or a string). Only returns models the model property's length matches the supplied values

_.query( MyCollection, { colors: {$size:2 } });
// Returns all models which 2 values in the colors attribute

$exists or $has

Checks for the existence of an attribute. Can be supplied either true or false.

_.query( MyCollection, { title: {$exists: true } });
// Returns all models which have a "title" attribute
_.query( MyCollection, { title: {$has: false } });
// Returns all models which don't have a "title" attribute

$like

Assumes the model attribute is a string and checks if the supplied query value is a substring of the property. Uses indexOf rather than regex for performance reasons

_.query( MyCollection, { title: {$like: "Test" } });
//Returns all models which have a "title" attribute that
//contains the string "Test", e.g. "Testing", "Tests", "Test", etc.

$likeI

The same as above but performs a case insensitive search using indexOf and toLowerCase (still faster than Regex)

_.query( MyCollection, { title: {$likeI: "Test" } });
//Returns all models which have a "title" attribute that
//contains the string "Test", "test", "tEst","tesT", etc.

$regex

Checks if the model attribute matches the supplied regular expression. The regex query can be supplied without the $regex keyword

_.query( MyCollection, { content: {$regex: /coffeescript/gi } });
// Checks for a regex match in the content attribute
_.query( MyCollection, { content: /coffeescript/gi });
// Same as above

$cb

A callback function can be supplied as a test. The callback will receive the attribute and should return either true or false. this will be set to the current model, this can help with tests against computed properties

_.query( MyCollection, { title: {$cb: function(attr){ return attr.charAt(0) === "c";}} });
// Returns all models that have a title attribute that starts with "c"

_.query( MyCollection, { computed_test: {$cb: function(){ return this.computed_property() > 10;}} });
// Returns all models where the computed_property method returns a value greater than 10.

For callbacks that use this rather than the model attribute, the key name supplied is arbitrary and has no effect on the results. If the only test you were performing was like the above test it would make more sense to simply use MyCollection.filter. However if you are performing other tests or are using the paging / sorting / caching options of backbone query, then this functionality is useful.

$elemMatch

This operator allows you to perform queries in nested arrays similar to MongoDB For example you may have a collection of models in with this kind of data stucture:

var Posts = new QueryCollection([
    {title: "Home", comments:[
      {text:"I like this post"},
      {text:"I love this post"},
      {text:"I hate this post"}
    ]},
    {title: "About", comments:[
      {text:"I like this page"},
      {text:"I love this page"},
      {text:"I really like this page"}
    ]}
]);

To search for posts which have the text "really" in any of the comments you could search like this:

Posts.query({
  comments: {
    $elemMatch: {
      text: /really/i
    }
  }
});

All of the operators above can be performed on $elemMatch queries, e.g. $all, $size or $lt. $elemMatch queries also accept compound operators, for example this query searches for all posts that have at least one comment without the word "really" and with the word "totally".

Posts.query({
  comments: {
    $elemMatch: {
      $not: {
        text: /really/i
      },
      $and: {
        text: /totally/i
      }
    }
  }
});

$computed

This operator al

View on GitHub
GitHub Stars91
CategoryDevelopment
Updated3h ago
Forks18

Languages

JavaScript

Security Score

80/100

Audited on Apr 2, 2026

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