JsonDecoder
Typescript type annotations give us compile-time guarantees, but at run-time, when data flows from the server to our clients, lots of things can go wrong.
JSON decoders validate the JSON before it comes into our program. So if the data has an unexpected structure, we learn about it immediately.
If you are new to JSON decoding, you may want to read the introductory article Decoding JSON with Typescript about why and how to use this library.
Table Of Contents
Installation
npm install ts.data.json --save
Example
type User = {
firstname: string;
lastname: string;
};
const userDecoder = JsonDecoder.object<User>(
{
firstname: JsonDecoder.string,
lastname: JsonDecoder.string
},
'User'
);
const jsonObjectOk = {
firstname: 'Damien',
lastname: 'Jurado'
};
userDecoder
.decodeToPromise(jsonObjectOk)
.then(user => {
console.log(`User ${user.firstname} ${user.lastname} decoded successfully`);
})
.catch(error => {
console.log(error);
});
// Output: User Damien Jurado decoded successfully
const jsonObjectKo = {
firstname: 'Erik',
lastname: null
};
userDecoder
.decodeToPromise(jsonObjectKo)
.then(user => {
console.log('User decoded successfully');
})
.catch(error => {
console.error(error);
});
// Output: <User> decoder failed at key "lastname" with error: null is not a valid stringFromDecoder
Alternatively, you can use FromDecoder<D> to infer your types based on your decoder definitions:
const userDecoder = JsonDecoder.object(
{
firstname: JsonDecoder.string,
lastname: JsonDecoder.string
},
'User'
);
type User = FromDecoder<typeof userDecoder>; // no need to declare the User interface!Decoder API
📚 decode()
decode(json: any): Result<a>
Decodes a JSON object of type <a> and returns a Result<a>.
@param json: any
The JSON object to decode.
JsonDecoder.string.decode('hi'); // Ok<string>({value: 'hi'})
JsonDecoder.string.decode(5); // Err({error: '5 is not a valid string'})📚 fold()
fold<b>( onOk: (result: a) => b, onErr: (error: string) => b, json: any ): b
Decodes a JSON object of type <a> and calls onOk() on success or onErr() on failure, both return <b>.
@param onOk: (result: a) => b
Function called when the decoder succeeds.
@param onErr: (error: string) => b
Function called when the decoder fails.
@param json: any
The JSON object to decode.
JsonDecoder.string.fold(
(value: string) => parseInt(value, 10),
(error: string) => 0,
'000000000001'
); // 1📚 decodeToPromise()
decodeToPromise(json: any): Promise<a>
Decodes a JSON object of type <a> and returns a Promise<a>
@param json: any
The JSON object to decode.
JsonDecoder.string.decodeToPromise('hola').then(res => console.log(res)); // 'hola'
JsonDecoder.string.decodeToPromise(2).catch(err => console.log(err)); // '2 is not a valid string'📚 map()
map<b>(fn: (value: a) => b): Decoder<b>
If the decoder has succeeded, transform the decoded value into something else, otherwise nothing will happen.
@param fn: (value: a) => b
The transformation function.
// Decode a string, then transform it into a Date
const dateDecoder = JsonDecoder.string.map(stringDate => new Date(stringDate));
// Ok scenario
dateDecoder.decode('2018-12-21T18:22:25.490Z'); // Ok<Date>({value: Date(......)})
// Err scenario
dateDecoder.decode(false); // Err({error: 'false is not a valid string'})📚 chain()
chain<b>(fn: (value: a) => Decoder<b>): Decoder<b>
Chain decoders that might fail.
@param fn: (value: a) => Decoder<b>
The chain function.
const adultDecoder = JsonDecoder.number.chain(age =>
age >= 18
? JsonDecoder.succeed
: JsonDecoder.fail(`Age ${age} is less than 18`)
);
adultDecoder.decode(18); // Ok<number>({value: 18})
adultDecoder.decode(17); // Err({error: 'Age 17 is less than 18'})Available decoders
📚 JsonDecoder.string
string: Decoder<string>
Creates a string decoder.
JsonDecoder.string.decode('hi'); // Ok<string>({value: 'hi'})
JsonDecoder.string.decode(5); // Err({error: '5 is not a valid string'})📚 JsonDecoder.number
number: Decoder<number>
Creates a number decoder.
JsonDecoder.number.decode(99); // Ok<number>({value: 99})
JsonDecoder.number.decode('hola'); // Err({error: 'hola is not a valid number'})📚 JsonDecoder.boolean
boolean: Decoder<boolean>
Creates a boolean decoder.
JsonDecoder.boolean.decode(true); // Ok<boolean>({value: true})
JsonDecoder.boolean.decode(null); // Err({error: 'null is not a valid boolean'})📚 JsonDecoder.emptyObject
emptyObject: Decoder<{}>
Creates a {} decoder.
JsonDecoder.emptyObject.decode({}); // Ok<{}>({value: {}})
JsonDecoder.emptyObject.decode({ a: 1 }); // Err({error: '{a:1} is not a valid empty object'})📚 JsonDecoder.object
object<a>(decoders: DecoderObject<a>, decoderName: string, keyMap?: DecoderObjectKeyMap<a>): Decoder<a>
Creates an object decoder.
@param decoders: DecoderObject<a>
Key/value pair that has to comply with the <a> type.
Turns all optional keys to required, so you have to specify decoders even for the optional (i.e. with
{name?: string}) keys.
@param decoderName: string
Type of the object we are decoding. i.e. User. It is used to generate meaningful decoding error messages.
@param keyMap?: DecoderObjectKeyMap<a>
Optional key/value pair to map JSON-land keys with Model-land keys. Useful when the JSON keys don't match with the decoded type keys.
Basic example
type User = {
firstname: string;
lastname: string;
};
const userDecoder = JsonDecoder.object<User>(
{
firstname: JsonDecoder.string,
lastname: JsonDecoder.string
},
'User'
);
const jsonOk = {
firstname: 'Damien',
lastname: 'Jurado'
};
userDecoder.decode(jsonOk);
// Output: Ok<User>({value: {firstname: 'Damien', lastname: 'Jurado'}})
const jsonKo = {
firstname: null,
lastname: 'Satie'
};
userDecoder.decode(jsonKo);
// Output: Err({error: '<User> decoder failed at key "firstname" with error: null is not a valid string'})keyMap example
const userDecoder = JsonDecoder.object<User>(
{
firstname: JsonDecoder.string,
lastname: JsonDecoder.string
},
'User',
{
firstname: 'fName',
lastname: 'lName'
}
);
const jsonOk = {
fName: 'Nick',
lName: 'Drake'
};
userDecoder.decode(json);
// Output: Ok({value: {firstname: 'Nick', lastname: 'Drake'}})
const jsonKo = {
fName: 'Nick'
};
userDecoder.decode(json);
// Output: Err({error: '<User> decoder failed at key "lastname" (mapped from the JSON key "lName") with error: undefined is not a valid string'})📚 JsonDecoder.objectStrict
objectStrict<a>(decoders: DecoderObject<a>, decoderName: string): Decoder<a>
Creates an object decoder that performs strict key checks. It only accepts json objects with exactly the same keys as the decoder keys.
@param decoders: DecoderObject<a>
Key/value pair that has to comply with the <a> type.
@param decoderName: string
Type of the object we are decoding. i.e. User. It is used to generate meaningful decoding error messages.
Basic example
type User = {
firstname: string;
lastname: string;
};
const userDecoder = JsonDecoder.objectStrict<User>(
{
firstname: JsonDecoder.string,
lastname: JsonDecoder.string
},
'User'
);
const jsonOk = {
firstname: 'Damien',
lastname: 'Jurado'
};
userDecoder.decode(jsonOk);
// Output: Ok<User>({value: {firstname: 'Damien', lastname: 'Jurado'}})
const jsonKo = {
firstname: 'Damien',
lastname: 'Jurado',
email: 'damien@damienjurado.com'
};
userDecoder.decode(jsonKo);
// Output: Err({error: 'Unknown key "email" found while processing strict <User> decoder'})📚 JsonDecoder.array
array<a>(decoder: Decoder<a>, decoderName: string): Decoder<Array<a>>
Creates an array decoder.
@param decoder: Decoder<a>
The decoder used to decode every Array<a> item.
@param decoderName: string
Type of the object we are decoding. i.e. User[]. It is used to generate meaningful decoding error messages.
JsonDecoder.array<number>(JsonDecoder.number, 'number[]').decode([1, 2, 3]);
// Output: Ok<number[]>({value: [1, 2, 3]})
JsonDecoder.array<number>(JsonDecoder.number, 'number[]').decode([1, '2', 3]);
// Output: Err({error: '<number[]> decoder failed at index 1 with error: "2" is not a valid number'})📚 JsonDecoder.dictionary
dictionary<a>(decoder: Decoder<a>, decoderName: string): Decoder<{ [name: string]: a }>
Creates a dictionary decoder.
@param decoder: Decoder<a>
The decoder used to decode every value of the key/value pairs.
@param decoderName: string
Type of the object we are decoding. i.e. User. It is used to generate meaningful decoding error messages.
JsonDecoder.dictionary(JsonDecoder.number, 'Dict<number>').decode({
a: 1,
b: 2
});
// Output: Ok<Dict<number>>({value: {a: 1, b: 2}})
JsonDecoder.dictionary(JsonDecoder.number, 'Dict<number>').decode({
a: 1,
b: 2,
c: null
});
// Output: Err({error: '<Dict<number>> dictionary decoder failed at key "c" with error: null is not a valid number'})📚 JsonDecoder.oneOf
oneOf<a>(decoders: Array<Decoder<a>>, decoderName: string): Decoder<a>
The oneOf decoder tries to decode the provided JSON with any of the provided decoders. It returns Ok with the first successful decoded value or Err if all decoders fail.
@param decoders: Array<Decoder<a>>
The Array of decoders the JSON can be decoded with.
@param decoderName: string
Type of the object we are decoding. i.e. number | string. It is used to generate meaningful decoding error messages.
JsonDecoder.oneOf<string | number>(
[JsonDecoder.string, JsonDecoder.number],
'string | number'
).decode(1);
// Output: Ok<string | number>({value: 1})
JsonDecoder.oneOf<string | number>(
[JsonDecoder.string, JsonDecoder.number],
'string | number'
).decode(true);
// Output: Err({error: "<string | number> decoder failed because true can't be decoded with any of the provided oneOf decoders"})📚 JsonDecoder.allOf
allOf<T extends Array<Decoder<unknown>>, R = AllOfDecoderReturn<T>>(decoders: T): Decoder<R>
The allOf decoder tries to decode the provided JSON with all of the provided decoders, in order. The output of one decoder is passed as input to the next decoder. It returns Ok with the last successful decoded value or Err if any decoder fails.
The allOf decoder allows you to combine multiple decoders. It is probably most useful when combined with custom decoders you may make for your application.
@param decoders: T extends Array<Decoder<unknown>>
An array of decoders the JSON should be decoded with.
Simple examples:
JsonDecoder.allOf(
JsonDecoder.string,
JsonDecoder.failover(10, JsonDecoder.number)
).decode('hola'),
// Output: Ok({value: 10})
JsonDecoder.allOf(
JsonDecoder.string,
JsonDecoder.failover(10, JsonDecoder.number)
).decode(5),
// Output: Err({error: "5 is not a valid string})Example using a custom hasLength() decoder (an example here):
JsonDecoder.allOf(
JsonDecoder.array(JsonDecoder.number, 'latLang'),
hasLength<[number, number]>(2)
).decode([-123.34324, 23.454365]);
// Output: Ok({value: [-123.34324, 23.454365]})
JsonDecoder.allOf(
JsonDecoder.array(JsonDecoder.number, 'latLang'),
hasLength<[number, number]>(2)
).decode([1, 2, 3]);
// Output: Err({error: "hasLength() decoder failed because the provided array is of length 3."})📚 JsonDecoder.tuple
tuple(decoders: Decoder[], decoderName: string): Decoder
Creates a tuple decoder.
@param decoders: Decoder[]
An array containing a decoder for each element of the tuple.
@param decoderName: string
Type of the object we are decoding. i.e. [number, string]. It is used to generate meaningful decoding error messages.
decoder: Decoder<[number, string]> = JsonDecoder.tuple(
[JsonDecoder.number, JsonDecoder.string], '[number, string]');
decoder.decode([1, "foo"]);
// Output: Ok<[number, string]>([1, "foo"])
decoder.decode([1, "foo", 2]);
// Output: Err({error: '<[number, string]> tuple decoder failed because it received a tuple of length 3, but 2 decoders.📚 JsonDecoder.enumeration
enumeration<e>(enumObj: object, decoderName: string): Decoder<e>
Creates a decoder for a (non-const) enum.
@param enumObj: object
The enum object to use for decoding. This doesn't exist for const enums.
@param decoderName: string
Type of the object we are decoding. i.e. User. It is used to generate meaningful decoding error messages.
Basic example
enum ExampleEnum {
X = 1,
Y /* 2 */,
Z = 'foo'
}
const exampleEnumDecoder = JsonDecoder.enumeration<ExampleEnum>(
ExampleEnum,
'ExampleEnum'
);
exampleEnumDecoder.decode(1); // Ok<ExampleEnum>({value: 1})
exampleEnumDecoder.decode(ExampleEnum.Y); // Ok<ExampleEnum>({value: 2})
exampleEnumDecoder.decode(3); // Err({error: '<ExampleEnum> decoder failed at value "3" which is not in the enum'})📚 JsonDecoder.lazy
lazy<a>(mkDecoder: () => Decoder<a>): Decoder<a>
Decoder for recursive data structures.
@param mkDecoder: () => Decoder<a>
A function that returns a decoder.
type Node<a> = {
value: a;
children?: Node<a>[];
};
const treeDecoder: JsonDecoder.Decoder<Node<string>> = JsonDecoder.object<
Node<string>
>(
{
value: JsonDecoder.string,
children: JsonDecoder.oneOf<Node<string>[]>(
[
JsonDecoder.lazy(() => JsonDecoder.array(treeDecoder, 'Node<a>[]')),
JsonDecoder.isUndefined([])
],
'Node<string>[] | isUndefined'
)
},
'Node<string>'
);
treeDecoder.decode({
value: 'root',
children: [
{ value: '1' },
{ value: '2', children: [{ value: '2.1' }, { value: '2.2' }] }
]
});
// Output: Ok<Node<string>>({value: {value: 'root', children: [....]}})
treeDecoder.decode({
value: 'root',
children: null
});
// Output: Err({error: "<Node<string>> decoder failed at key 'children' with error: <Node<string>[] | isUndefined> decoder failed because null can't be decoded with any of the provided oneOf decoders"})📚 JsonDecoder.optional
optional<a>(decoder: Decoder<a>): Decoder<a | undefined>
The optional decoder tries to decode the provided JSON with the provided decoder if the json value is not undefined or null. This decoder is to allow for an optional value in the TypeScript definition while retaining the ability to give a detailed error message if the wrapped decoder fails.
📚 JsonDecoder.nullable
nullable<a>(decoder: Decoder<a>): Decoder<a | null>
The nullable decoder tries to decode the provided JSON with the provided decoder, but allows for null value. It returns a detailed error message if the value is not null and the wrapped decoder fails.
interface User {
name: string;
email: string | null;
}
const userDecoder = JsonDecoder.object<User>(
{
name: JsonDecoder.string,
email: JsonDecoder.nullable(JsonDecoder.string)
},
'User'
);
userDecoder.decode({ name: 'Alice', email: 'alice@example.com' });
// Output: Ok<User>({value: {name: 'Alice', email: 'alice@example.com'}})
userDecoder.decode({ name: 'Alice', email: null });
// Output: Ok<User>({value: {name: 'Alice', email: null}})
userDecoder.decode({ name: 'Alice' });
// Output: Err({error: "<User> decoder failed at key 'email' with error: undefined is not a valid string"})@param decoder: Decoder<a>
Decoder the JSON will be decoded with if the value is not null or undefined.
type User = {
firstname: string;
lastname: string;
email?: string;
};
const userDecoder = JsonDecoder.object<User>(
{
firstname: JsonDecoder.string,
lastname: JsonDecoder.string,
email: JsonDecoder.optional(JsonDecoder.string)
},
'User'
);
const jsonOk = {
firstname: 'Damien',
lastname: 'Jurado'
};
const jsonFullUser = {
firstname: 'Damien',
lastname: 'Jurado',
email: 'user@example.com'
};
const jsonKo = {
firstname: null,
lastname: 'Satie'
};
JsonDecoder.optional(userDecoder).decode(null);
// Output: Ok<User | undefined>({value: undefined})
JsonDecoder.optional(userDecoder).decode(undefined);
// Output: Ok<User | undefined>({value: undefined})
JsonDecoder.optional(userDecoder).decode(jsonOk);
// Output: Ok<User | undefined>({value: {firstname: 'Damien', lastname: 'Jurado', email: undefined}})
JsonDecoder.optional(userDecoder).decode(jsonFullUser);
// Output: Ok<User | undefined>({value: {firstname: 'Damien', lastname: 'Jurado', email: 'user@example.com'}})
JsonDecoder.optional(userDecoder).decode(jsonKo);
// Output: Err({error: '<User> decoder failed at key "firstname" with error: null is not a valid string'})📚 JsonDecoder.failover
failover<a>(defaultValue: a, decoder: Decoder<a>): Decoder<a>
Creates a decoder that returns a default value on failure.
@param defaultValue: a
The Ok default value when the decoder fails.
@param decoder: Decoder<a>
Decoder the JSON will be decoded with.
JsonDecoder.failover('default value', JsonDecoder.string).decode(
'This is fine'
);
// Ok<string>({value: 'This is fine'})
JsonDecoder.failover('default value', JsonDecoder.string).decode(null);
// Ok<string>({value: 'default value'})📚 JsonDecoder.succeed
succeed: Decoder<any>
Creates a decoder that always succeeds.
JsonDecoder.succeed.decode(null); // Ok<any>({value: null})📚 JsonDecoder.fail
fail<a>(error: string): Decoder<a>
Creates a decoder that always fails.
@param error: string
Error message that will be returned with the Err instance.
JsonDecoder.fail('Something wrong happened').decode('This is fine');
// Err({error: 'Something wrong happened'})📚 JsonDecoder.isNull
isNull<a>(defaultValue: a): Decoder<a>
Succeeds when JSON is strictly (===) null and returns a defaultValue.
@param defaultValue: a
Returned default value when JSON is null.
JsonDecoder.isNull('default value').decode(null);
// Ok({value: 'default value'})
JsonDecoder.isNull('default value').decode(999);
// Err({error: '999 is not null'})📚 JsonDecoder.isUndefined
isUndefined<a>(defaultValue: a): Decoder<a>
Succeeds when JSON is strictly (===) undefined and returns a defaultValue.
@param defaultValue: a
Returned default value when JSON is undefined.
JsonDecoder.isUndefined('default value').decode(undefined);
// Ok({value: 'default value'})
JsonDecoder.isUndefined('default value').decode(999);
// Err({error: '999 is not undefined'})📚 JsonDecoder.isExactly
isExactly<a>(value: a): Decoder<a>
Succeeds when JSON is strictly (===) value: a and returns value: a.
@param value: a
Value returned when the JSON is strictly equal to it.
JsonDecoder.isExactly(true).decode(true);
// Ok({value: true})
JsonDecoder.isExactly(999).decode(true);
// Err({error: 'true is not 999'})📚 JsonDecoder.constant
constant<a>(value: a): Decoder<a>
A Decoder that always succeeds, returning value.
@param value: a
Value always returned.
JsonDecoder.constant(true).decode(false);
// Ok({value: true})📚 JsonDecoder.combine
A combine decoder tries to decode the provided JSON with all of the provided decoders and returns an intersection of them all.
Value always returned.
type User = { id: string };
type WithName = { name: string };
type WithAge = { age: number };
const userDecoder = JsonDecoder.object<User>(
{ id: JsonDecoder.string },
'User'
);
const nameDecoder = JsonDecoder.object<WithName>(
{ name: JsonDecoder.string },
'WithName'
);
const ageDecoder = JsonDecoder.object<WithAge>(
{ age: JsonDecoder.number },
'WithAge'
);
const finalDecoder = JsonDecoder.combine(userDecoder, nameDecoder, ageDecoder);
// Decoder<User & WithName & WithAge>
finalDecoder.decode({ id: 'alice', name: 'Alice', age: 30 });
// Ok({ id: 'alice', name: 'Alice', age: 30 })
finalDecoder.decode({ id: 'alice' });
// Err({ error: '<WithName> decoder failed at key "name" with error: undefined is not a valid string' })