Sequelize model decorator which provides cursor-based pagination queries. Some motivation and background.
With npm:
npm install sequelize-cursor-pagination
Or with Yarn:
yarn add sequelize-cursor-pagination
Define a Sequelize model and decorate it with the withPagination
decorator:
// ...
const withPagination = require('sequelize-cursor-pagination');
const Counter = sequelize.define('counter', {
id: { type: Sequelize.INTEGER, primaryKey: true, autoIncrement: true },
value: Sequelize.INTEGER,
});
const options = {
methodName: 'paginate',
primaryKeyField: 'id',
};
withPagination(options)(Counter);
The withPagination
function has the following options:
methodName
: The name of the pagination method. The default value ispaginate
.primaryKeyField
: The primary key field of the model. With composite primary key provide an array containing the keys, for example['key1', 'key2']
. The default value is'id'
.omitPrimaryKeyFromOrder
: By default the primary key is automatically included into the order if it is missing. By setting this option totrue
will override this behavior. The default value isfalse
.
Call the paginate
(the default method name) method:
const result = await Counter.paginate({
where: { value: { [Op.gt]: 2 } },
limit: 10,
});
The paginate
method returns a promise, which resolves an object with the following properties:
edges
: An array containing the results of the query. Each item in the array contains an object with the following properties:node
: The model instancecursor
: Cursor for the model instance
totalCount
: The total numbers rows matching the querypageInfo
: An object containing the pagination related data with the following properties:startCursor
: The cursor for the first node in the result edgesendCursor
: The cursor for the last node in the result edgeshasNextPage
: A boolean that indicates whether there are edges after theendCursor
(false
indicates that there are no more edges after theendCursor
)hasPreviousPage
: A boolean that indicates whether there are edges before thestartCursor
(false
indicates that there are no more edges before thestartCursor
)
The paginate
method has the following options:
after
: The cursor that indicates after which edge the next set of edges should be fetchedbefore
: The cursor that indicates before which edge next set of edges should be fetchedlimit
: The maximum number of edges returned
Other options passed to the paginate
method will be directly passed to the model's findAll
method.
order
option format only supports the ['field']
and ['field', 'DESC']
variations (field name and the optional order direction). For example, ordering by an associated model's field won't work.
The examples use the Counter
model defined above.
Fetch the first 20
edges ordered by the id
field (the primaryKeyField
field) in ascending order:
const result = await Counter.paginate({
limit: 20,
});
First, fetch the first 10
edges ordered by the value
field in a descending order. Second, fetch the first 10
edges after the endCursor
. Third, fetch the last 10
edges before startCursor
:
const firstResult = await Counter.paginate({
order: [['value', 'DESC']],
limit: 10,
});
const secondResult = await Counter.paginate({
order: [['value', 'DESC']],
limit: 10,
after: firstResult.pageInfo.endCursor,
});
const thirdResult = await Counter.paginate({
order: [['value', 'DESC']],
limit: 10,
before: secondResult.pageInfo.startCursor,
});
The creation of cursor for pagination depends on primary key. But, when primary ordering is required on another column and if it happens to contain null values, the pagination query doesn't work as expected. This happens as lt
, gt
dont get applied to null values. We have added logic to take care of this scenario.
A sample of the pagination where clause that gets appended to the main query is provided below,
Note: Considered a boolean column isTracked
on which primary ordering is expected.
Order: [null -> true -> false]
If cursor[0]
is null, we need to make a union of all results that are greater than
the primary key and all the non-null values.
where: {
[Op.or]: [
{ isTracked: { [Op.ne]: null } },
{
isTracked: null,
pk: { [Op.gt]: 'ed1a5338-7620-4386-9501-85ea08e04a37' }
}
]
}
Order: [false -> true -> null]
If cursor[0] is non-null, we need to make a union of all results that are less than the primary key and all the null values + greater than the column value filter (false in the below sample).
where: {
[Op.or]: [
{
isTracked: {
[Op.or]: [ { [Op.is]: null }, { [Op.gt]: false } ]
},
},
{
isTracked: false,
pk: { [Op.lt]: 'ed1a5338-7620-4386-9501-85ea08e04a37'
}
}
]
}
npm run test