Normalizes input data per the schema definition provided.
data
: required Input JSON (or plain JS object) data that needs normalization.schema
: required A schema definition
import { normalize, schema } from 'normalizr';
const myData = { ... };
const user = new schema.Entity('users');
const mySchema = { users: [ user ] }
const result = normalize(myData, mySchema);
Creates a schema to normalize an array of entities. If the input value is an Object
instead of an Array
, the normalized result will be an Array
of the Object
's values.
Note: The same behavior can be defined with shorthand syntax: [ mySchema ]
definition
: required A singular schema that this array contains or a mapping of schema to attribute values.schemaAttribute
: optional (required ifdefinition
is not a singular schema) The attribute on each entity found that defines what schema, per the definition mapping, to use when normalizing.
Can be a string or a function. If given a function, accepts the following arguments:value
: The input value of the entity.parent
: The parent object of the input array.key
: The key at which the input array appears on the parent object.
To describe a simple array of a singular entity type:
const data = [ { id: '123', name: 'Jim' }, { id: '456', name: 'Jane' } ];
const userSchema = new schema.Entity('users');
const userListSchema = new schema.Array(userSchema);
// or use shorthand syntax:
const userListSchema = [ userSchema ];
If your input data is an array of more than one type of entity, it is necessary to define a schema mapping. For example:
const data = [ { id: 1, type: 'admin' }, { id: 2, type: 'user' } ];
const userSchema = new schema.Entity('users');
const adminSchema = new schema.Entity('admins');
const myArray = new schema.Array({
admins: adminSchema,
users: userSchema
}, (input, parent, key) => `${input.type}s`);
const normalizedData = normalize(data, myArray);
key
: required The key name under which all entities of this type will be listed in the normalized response. Can be a string or a function that returns a string.
As a function, accepts the following arguments, in order:value
: The input value of the entity.parent
: The parent object of the input array.key
: The key at which the input array appears on the parent object.
definition
: A definition of the nested entities found within this entity. Defaults to empty object.
You do not need to define any keys in your entity other than those that hold nested entities. All other values will be copied to the normalized entity's output.options
:idAttribute
: The attribute where unique IDs for each of this entity type can be found.
Accepts either a string key or a function. Defaults toid
.
As a function, accepts the following arguments, in order:value
: The input value of the entity.parent
: The parent object of the input array.key
: The key at which the input array appears on the parent object.
mergeStrategy(entityA, entityB)
: Strategy to use when merging two entities with the sameid
value. Defaults to merge the more recently found entity onto the previous.processStrategy(value parent, key)
: Strategy to use when pre-processing the entity. Use this method to add extra data, defaults, and/or completely change the entity before normalization is complete. Defaults to returning a shallow copy of the input entity.
Note: It is recommended to always return a copy of your input and not modify the original.
The function accepts the following arguments, in order:value
: The input value of the entity.parent
: The parent object of the input array.key
: The key at which the input array appears on the parent object.
const user = new schema.Entity('users', {}, { idAttribute: 'id_str' });
const tweet = new schema.Entity('tweets', { user: user }, {
idAttribute: 'id_str',
// Apply everything from entityB over entityA, except for "favorites"
mergeStrategy: (entityA, entityB) => ({
...entityA,
...entityB,
favorites: entityA.favorites
}),
// Remove the URL field from the entity
processStrategy: (entity) => omit(entity, 'url')
});
const normalizedData = normalize(data, tweet);
Define a plain object mapping that has values needing to be normalized into Entities. Note: The same behavior can be defined with shorthand syntax: { ... }
definition
: required A definition of the nested entities found within this object. Defaults to empty object.
You do not need to define any keys in your object other than those that hold other entities. All other values will be copied to the normalized output.
// Example data response
const data = { users: [ /*...*/ ] };
const user = new schema.Entity('users')
const responseSchema = new schema.Object({ users: new schema.Array(user) });
// or shorthand
const responseSchema = { users: new schema.Array(user) };
const normalizedData = normalize(data, responseSchema);
Describe a schema which is a union of multiple schemas. This is useful if you need the polymorphic behavior provided by schema.Array
or schema.Values
but for non-collection fields.
definition
: required An object mapping the definition of the nested entities found within the input arrayschemaAttribute
: required The attribute on each entity found that defines what schema, per the definition mapping, to use when normalizing.
Can be a string or a function. If given a function, accepts the following arguments:value
: The input value of the entity.parent
: The parent object of the input array.key
: The key at which the input array appears on the parent object.
const data = { owner: { id: 1, type: 'user' } };
const user = new schema.Entity('users');
const group = new schema.Entity('groups');
const unionSchema = new schema.Union({
user: user,
group: group
}, 'type');
const normalizedData = normalize(data, { owner: unionSchema });
Describes a map whose values follow the given schema.
definition
: required A singular schema that this array contains or a mapping of schema to attribute values.schemaAttribute
: optional (required ifdefinition
is not a singular schema) The attribute on each entity found that defines what schema, per the definition mapping, to use when normalizing.
Can be a string or a function. If given a function, accepts the following arguments:value
: The input value of the entity.parent
: The parent object of the input array.key
: The key at which the input array appears on the parent object.
const data = { firstThing: { id: 1 }, secondThing: { id: 2 } };
const item = new schema.Entity('items');
const valuesSchema = new schema.Values(item);
const normalizedData = normalize(data, valuesSchema);