Querying

All official database adapters support a common way for querying, sorting, limiting and selecting find and get method calls as part of params.query. Querying also applies update, patch and remove method calls.

Note

When used via REST URLs all query values are strings and may need to be converted to the correct type. In a v5 application this is done automatically using schemas.

Filters

Filters are special properties (starting with a $) added at the top level of a query. They can determine page settings, the properties to select and more.

$limit

$limit will return only the number of results you specify:

js// Retrieves the first two unread messages
app.service('messages').find({
  query: {
    $limit: 2,
    read: false
  }
})

GET /messages?$limit=2&read=false

tip

With pagination enabled, to just get the number of available records set $limit to 0. This will only run a (fast) counting query against the database and return a page object with the total and an empty data array.

$skip

$skip will skip the specified number of results:

js// Retrieves the next two unread messages
app.service('messages').find({
  query: {
    $limit: 2,
    $skip: 2,
    read: false
  }
})

GET /messages?$limit=2&$skip=2&read=false

$sort

$sort will sort based on the object you provide. It can contain a list of properties by which to sort mapped to the order (1 ascending, -1 descending).

js// Find the 10 newest messages
app.service('messages').find({
  query: {
    $limit: 10,
    $sort: {
      createdAt: -1
    }
  }
})

/messages?$limit=10&$sort[createdAt]=-1

$select

$select allows to pick which fields to include in the result. This will work for any service method.

js// Only return the `text` and `userId` field in a message
app.service('messages').find({
  query: {
    $select: ['text', 'userId']
  }
})

app.service('messages').get(1, {
  query: {
    $select: ['text']
  }
})

GET /messages?$select[]=text&$select[]=userId GET /messages/1?$select[]=text

$or

Find all records that match any of the given criteria.

js// Find all messages that are not marked as archived
// or any message from room 2
app.service('messages').find({
  query: {
    $or: [{ archived: { $ne: true } }, { roomId: 2 }]
  }
})

GET /messages?$or[0][archived][$ne]=true&$or[1][roomId]=2

$and

Find all records that match all of the given criteria.

js// Find all messages that are not marked as archived and in room 2
app.service('messages').find({
  query: {
    $and: [{ archived: { $ne: true } }, { roomId: 2 }]
  }
})

GET /messages?$and[0][archived][$ne]=true&$and[1][roomId]=2

Operators

Operators either query a property for a specific value or determine nested special properties (starting with a $) that allow querying the property for certain conditions. When multiple operators are set, all conditions have to apply for a property to match.

Equality

All fields that do not contain special query parameters are compared directly for equality.

js// Find all unread messages in room #2
app.service('messages').find({
  query: {
    read: false,
    roomId: 2
  }
})

GET /messages?read=false&roomId=2

$in, $nin

Find all records where the property does ($in) or does not ($nin) match any of the given values.

js// Find all messages in room 2 or 5
app.service('messages').find({
  query: {
    roomId: {
      $in: [2, 5]
    }
  }
})

GET /messages?roomId[$in][]=2&roomId[$in][]=5

$lt, $lte

Find all records where the value is less ($lt) or less and equal ($lte) to a given value.

js// Find all messages older than a day
const DAY_MS = 24 * 60 * 60 * 1000

app.service('messages').find({
  query: {
    createdAt: {
      $lt: new Date().getTime() - DAY_MS
    }
  }
})

GET /messages?createdAt[$lt]=1479664146607

$gt, $gte

Find all records where the value is more ($gt) or more and equal ($gte) to a given value.

js// Find all messages within the last day
const DAY_MS = 24 * 60 * 60 * 1000

app.service('messages').find({
  query: {
    createdAt: {
      $gt: new Date().getTime() - DAY_MS
    }
  }
})

GET /messages?createdAt[$gt]=1479664146607

$ne

Find all records that do not equal the given property value.

js// Find all messages that are not marked as archived
app.service('messages').find({
  query: {
    archived: {
      $ne: true
    }
  }
})

GET /messages?archived[$ne]=true

Search

Searching is not part of the common querying syntax since it is very specific to the database you are using. For built in databases, see the SQL search and MongoDb search documentation. If you are using a community supported adapter their documentation may contain additional information on how to implement search functionality.

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Core

Transports

Authentication

Client

Schema

Databases

Querying

Filters

$limit

$skip

$sort

$select

$or

$and

Operators

Equality

$in, $nin

$lt, $lte

$gt, $gte

$ne

Search

Core

Transports

Authentication

Client

Schema

Databases

Querying ​

Filters ​

$limit ​

$skip ​

$sort ​

$select ​

$or ​

$and ​

Operators ​

Equality ​

$in, $nin ​

$lt, $lte ​

$gt, $gte ​

$ne ​

Search ​

Querying

Filters

$limit

$skip

$sort

$select

$or

$and

Operators

Equality

$in, $nin

$lt, $lte

$gt, $gte

$ne

Search