@ephys/sequelize-cursor-pagination
v7.0.0-alpha.25
Published
Implements Cursor Pagination in the Sequelize ORM
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sequelize-cursor-pagination
GraphQL-ready cursor pagination for Sequelize.
This library provides a simple function, sequelizeFindByCursor
, that you can use to paginate SQL queries using after
, before
, first
, and last
instead of limit
& offset
.
Includes efficient built-in support for hasNextPage
& hasPreviousPage
.
This library has been designed with the GraphQL Cursor Connections Specification in mind, but can likely be used for any cursor pagination (including REST).
Install
npm i @ephys/sequelize-cursor-pagination
TypeScript typings are built-in.
Usage
The simplest usage is to select the first x
elements from the table in a given sort order.
const results: FindByCursorResult = await sequelizeFindByCursor({
model: UserModel,
// you can also use 'last'
first: 10,
order: [['firstName', 'ASC'], ['lastName', 'ASC']],
});
This will return an object matching the following shape:
type FindByCursorResult = {
nodes: UserModel[],
// these functions will sometimes return a Promise based on
// whether or not the value can be determined without making a new Query.
// In the above example, hasNextPage() will not return a promise because it already knows
// whether or not there is more data to be selected. It does this by selecting one more item than needed.
hasNextPage: () => MaybePromise<boolean>,
hasPreviousPage: () => MaybePromise<boolean>,
}
Cursor
In order to select the next page of your pagination, you need to pass a cursor to sequelizeFindByCursor
.
These cursors are stateless and must be an object which includes the primary key + every value used in the sort order.
In the following example, the sort order uses firstName
and lastName
and the table has id
as the sole primary key. Therefore the
cursor will be an object with the shape { firstName: string, lastName: string, id: number }
.
It is up to you to build the cursor and to determine how the cursor will be stored for the next query.
You could:
- Serialize it and send it with the query response (beware of data leaks).
- Store it somewhere and send the cursor ID (making it a stateful cursor).
- If your database data is immutable, you could simply send a unique field of the entity as the cursor,
and rebuild the cursor from the entity before calling
sequelizeFindByCursor
.
If your data is not immutable this may cause problems with your pagination. (If the last user of a page changes their name from Bertrand to Zoe, your user will end up at the end of your list)
const results: FindByCursorResult = await sequelizeFindByCursor({
model: UserModel,
first: 10,
// you can also use 'before' (you would typically use 'before' with 'last')
after: {
id: 6,
firstName: 'Bernard',
lastName: '',
},
order: [['firstName', 'ASC'], ['lastName', 'ASC']],
});
Options
sequelizeFindByCursor
supports a series of standard sequelize options such as:
transaction
logging
where
attributes
Check the typescript typings for more.
Customising the query
If the available options are not enough, you can use the escape hatch to build the query yourself. It should be used as a last resort.
const results: FindByCursorResult = await sequelizeFindByCursor({
model: UserModel,
first: 10,
order: [['firstName', 'ASC'], ['lastName', 'ASC']],
findAll: query => {
// customise `query` before passing it to findAll.
// or use sequelize.query() to run a hand-written sql query.
return UserModel.findAll(query);
},
});