An Objection.js plugin for cursor based pagination.
Using offsets for pagination is a widely popular technique. Clients tell the number of results they want per page, and the page number they want to return results from. While easy to implement and use, offsets come with a drawback: when items are written to the database at a high frequency, offset based pagination becomes unreliable. For example, if we fetch a page with 10 rows, and then 10 rows are added, fetching the second page might contain the same rows as the first page.
Cursor based pagination works by returning a pointer to a row in the database. Fetching the next/previous page will then return items after/before the given pointer. While reliable, this technique comes with a few drawbacks itself:
- The cursor must be based on a unique column (or columns)
- The concept of pages is lost, and thus you cannot jump to a specific one
Cursor pagination is used by companies such as Twitter, Facebook and Slack, and goes well with infinite scroll elements in general.
$ npm install objection-cursor
const Model = require('objection').Model;
const cursorMixin = require('objection-cursor');
// Set options
const cursor = cursorMixin({limit: 10});
class Movie extends cursor(Model) {
...
}
// Options are not required
class Car extends cursorMixin(Model) {
...
}
const query = Movie.query()
// Strict ordering is required
.orderBy('title')
.orderBy('author')
.limit(10);
query.clone().cursorPage()
.then(result => {
// Rows 1-10
console.log(result.results);
return query.clone().cursorPage(result.pageInfo.next);
})
.then(result => {
// Rows 11-20
console.log(result.results);
return query.clone().previousCursorPage(result.pageInfo.previous);
})
.then(result => {
// Rows 1-10
console.log(result.results);
});
Passing a reference builder to orderBy
is supported. Raw queries, however, are not.
const query = Movie.query()
.joinEager('director')
.orderBy(ref('director.name'))
// Order by a JSON field of an eagerly joined relation
.orderBy(ref('director.born:time').castText())
.orderBy('id')
...
Cursors ordered by nullable columns won't work out-of-the-box. For this reason the mixin also introduces an orderByCoalesce
method, which you can use to treat nulls as some other value for the sake of comparisons. Same as orderBy
, orderByCoalesce
supports reference builders, but not raw queries.
const query = Movie.query()
.orderByCoalesce('alt_title', 'asc', '') // Coalesce null values into empty string
.orderByCoalesce('alt_title', 'asc') // Same as above
.orderByCoalesce('alt_title', 'asc', [null, 'hello']) // First non-null value will be used
.orderByCoalesce(ref('details:completed').castText(), 'desc') // Works with refs
// Reference builders and raw queries can be coalesced to
.orderByCoalesce('even_more_alt_title', 'asc', [ref('alt_title'), raw('?', '')])
.orderBy('id')
...
You can setup the mixin with or without options.
Example (with options):
const Model = require('objection').Model;
const cursorMixin = require('objection-cursor');
const cursor = cursorMixin({
limit: 10,
pageInfo: {
total: true,
hasNext: true
}
});
class Movie extends cursor(Model) {
...
}
Movie.query()
.orderBy('id')
.cursorPage()
.then(res => {
console.log(res.results.length) // 10
console.log(res.pageInfo.total) // Some number
console.log(res.pageInfo.hasNext) // true
console.log(res.pageInfo.remaining) // undefined
console.log(res.pageInfo.hasPrevious) // undefined
});
Example (without options):
const Model = require('objection').Model;
const cursorMixin = require('objection-cursor');
class Movie extends cursorMixin(Model) {
...
}
cursor
- A URL-safe string used to determine after/before which element items should be returned.before
- Whentrue
, return items before the one specified in the cursor. Use this to "go back".- Default:
false
.
- Default:
Response format:
{
results: // Resulted rows.
pageInfo: {
next: // Provide this in the next `cursorPage` call to fetch items after the last ones.
previous: // Provide this in the next `previousCursorPage` call to fetch items before the last ones.
hasNext: // If `options.pageInfo.hasNext` is true.
hasPrevious: // If `options.pageInfo.hasPrevious` is true.
remaining: // If `options.pageInfo.remaining` is true. Number of items remaining (after or before `results`).
total: // If `options.pageInfo.total` is true. Total number of rows (without limit).
}
}
Alias for cursorPage
, with before: false
.
Alias for cursorPage
, with before: true
.
Use this if you want to sort by a nullable column.
column
- Column to sort by.direction
- Sort direction.- Default:
asc
- Default:
values
- Values to coalesce to. If column has a null value, treat it as the first non-null value invalues
. Can be one or many of: string, ReferenceBuilder or RawQuery.- Default:
['']
- Default:
Values shown are defaults.
{
limit: 50, // Default limit in all queries
pageInfo: {
// When true, these values will be added to `pageInfo` in query response
total: false, // Total amount of rows
remaining: false, // Remaining amount of rows in *this* direction
hasNext: false, // Are there rows after current results?
hasPrevious: false, // Are there rows before current results?
}
}
Notes:
pageInfo.total
requires an additional query.pageInfo.remaining
requires and additional query.pageInfo.hasNext
requires the same queries aspageInfo.total
andpageInfo.remaining
.pageInfo.hasPrevious
requires the same queries aspageInfo.total
andpageInfo.remaining
.