Type safe deserialization in TypeScript - json

I have this sample TypeScript code that is supposed to deserialize a simple JSON into an instance of class Person and then call foo method on it, but it doesn't work:
class Person {
name!: string;
age!: number;
foo() {
console.log("Hey!");
}
}
fetch("/api/data")
.then(response => {
return response.json() as Promise<Person>;
}).then((data) => {
console.log(data);
data.foo();
});
The output of console show that object is in a proper shape, but it is not recognized as Person:
Object { name: "Peter", age: 44 }
​
age: 44
​name: "Peter"
​
Thus when it tries to call foo method it fails:
Uncaught (in promise) TypeError: data.foo is not a function
http://127.0.0.1:8000/app.js:14
promise callback* http://127.0.0.1:8000/app.js:12
How can I fix it? Should I use Object.assign or there is another better/native solution?
let x = (<any>Object).assign(Object.create(Person.prototype), data);
x.foo();

Remember, TypeScript is just a way of annotating JavaScript code with type guards. It doesn't do anything extra. For example, saying that the object returned by response.json() should be treated as a Promise<Person> does not mean it will invoke the constructor of your Person class. Rather, you'll just be left with a plain old JavaScript object that has a name and an age.
It looks to me like you'll need to create a constructor for your Person class which can create a new instance of a Person based on an object that matches its interface. Something like this, perhaps?
interface PersonLike {
name: string;
age: string;
}
class Person implements PersonLike {
constructor(data: PersonLike) {
this.name = data.name;
this.age = data.age;
}
name: string;
age: string;
foo() {
console.log("Hey!");
}
}
fetch("/api/data")
.then(response => {
return response.json() as Promise<PersonLike>;
}).then((data) => {
const person = new Person(data);
person.foo();
});
I'd also recommend using a type guard instead of the as keyword, in case the API you're fetching data from changes. Something like this, perhaps:
function isPersonLike(data: any): data is PersonLike {
return typeof data?.name === 'string' && data?.age === 'string';
}
fetch("/api/data")
.then(response => {
return response.json();
}).then((data: unknown) => {
if (isPersonLike(data)) {
const person = new Person(data);
person.foo();
}
});

... is supposed to deserialize a simple JSON into an instance of class Person and then ...
Unfortunately, generic type in TypeScript only works as some kind of model design assistant. It will never be compiled into JavaScript file. Take your "fetch" code for example:
fetch("/api/data")
.then(response => {
return response.json() as Promise<Person>;
}).then((data) => {
console.log(data);
data.foo();
});
After compile the above TypeScript file into JavaScript, we can find the code as Promise<Person> is completely removed:
fetch("/api/data")
.then(function (response) {
return response.json();
}).then(function (data) {
console.log(data);
data.foo();
});
To implement "type safe deserialization", you need to save class/prototype information during serialization. Otherwise, these class/prototype information will be lost.
... or there is another better/native solution? ... BTW, what if a class field has a custom type, so it is an instance of another class?
No, there is no native solution, but you can implement "type safe" serialization/deserialization with some libraries.
I've made an npm module named esserializer to solve this problem automatically: save JavaScript class instance values during serialization, in plain JSON format, together with its class name information. Later on, during the deserialization stage (possibly in another process or on another machine), esserializer can recursively deserialize object instance, with all Class/Property/Method information retained, using the same class definition. For your "fetch" code case, it would look like:
// Node.js server side, serialization happens here.
const ESSerializer = require('esserializer');
router.get('/api/data', (req, res) => {
// ...
res.json(ESSerializer.serialize(anInstanceOfPerson));
});
// Client side, deserialization happens here.
const ESSerializer = require('esserializer');
fetch("/api/data")
.then(response => {
return response.text() as Promise<string>;
}).then((data) => {
const person = ESSerializer.deserialize(data, [Person, CustomType1, CustomType2]);
console.log(person);
person.foo();
});

Related

How to map json response to model

games json response
I originally had this piece of code
this.gameService.getAll()
.pipe(map(data => data['hydra:member']))
.subscribe( (games: Game[]) => this.games = games );
but if I want to retrieve more properties from the json response someone told me to do this
this.gameService.getAll()
.pipe(map(data => data['hydra:member']))
.subscribe(result => [result["hydra:member"], result['hydra:totalItems']]);
however how do you add the following to the above code:
(games: Game[]) => this.games = games );
and map totalItems to a variable.
with this line: pipe(map(data => data['hydra:member'])), it will only contain data from hydra:member.
Is this.games contain all data from API or the hydra:member?
try this:
this.gameService.getAll().subscribe((games: Game[]) => {
this.games = games;
this.totalItems = games['hydra:totalItems']
});
I would try defining my payload (the object I plan to return from the call) and fill that object out using type safety to help me out.
Something like this.
// you can just add more properties later if you like
export interface IGamesGetAllResponseObject {
games: any[]; // or better yet define the game object so it isn't any
totalGames: number;
}
// now define a function that will map the response to the intended object
export mapGamesGetAllToReponse(data): IGamesGetAllResponseObject {
return {
games: data['hydra:member'],
totalGames: data['hydra:totalItems'],
};
}
...
//then use it like this
this.gameService.getAll()
.pipe(map(mapGamesGetAllToReponse))
.subscribe( (result: IGamesGetAllResponseObject) => {
this.games = result.games;
this.totalGames = result.totalGames;
});
I haven't checked all my syntax there 100% but it should be very close to a solution for you.
I would also consider doing all that mapping in the service itself, rather than where you are subscribing. By doing that, you can contain the logic about what data you want and how to map it to the service, and the component just requests what it wants.
you can get multi property from the json response by call same property so that the above code will be :
this.gameService.getAll().pipe(map(result =>
{
this.games = result["hydra:member"] ;
this.totalItems = result['hydra:totalItems'];
}
)).subscribe();
and then call 'this.games' and 'this.totalItems' inline subscribe block.

Passing generics into Promise like Promise<T>?

I have the following function:
class RestService {
public async get<T>(func: string): Promise<T> {
var toRet = {};
await fetch(EndPoint + func)
.then(response => response.json() as Promise<T>)
.then(data => {
toRet = data;
})
.catch(e => {
});
return toRet as T;
}
}
Everything works fine but the response I get in 'data' is ALWAYS a generic object.
For example I might have a model like so:
class Model
{
string name;
}
and call the function like so:
get<Model>("getmodel")
The response is ALWAYS a generic object that looks like:
{name:"some name"}
From my understanding generics are supported in Typescript and Promise takes in variable types, my only thought is that I can't pass a generic into a generic?
Maybe a better way to write it would be this way.
class RestService {
public async get<T>(func: string): Promise<T | void> {
return await fetch('' + func)
.then(response => response.json() as Promise<T>)
.then(data => {
return data;
})
.catch(e => {
});
}
}
You can see it in the playground too at this link.
This way you don't have to overwrite any types and the compiler can figure out everything on it's own.
The return type is now Promise<T | void> because the catch function doesn't return anything. You could have something else or nothing depending what you do in case of an error.
Typescript will not transform the data object to match the T type you give in automatically.
If for example you call the method with get<AnotherModel>('modelEndpoint') but the endpoint returns Model. While the type at build time will say you should expect an object of type AnotherModel at runtime the object will in fact be of type Model.
This isn't clear from the question but maybe your issue is with the fact that the data is of type T instead of the Promise<T> that you return in the previous then callback.
If that is the case, that's because any Promise sent as a callback to the then function is resolved first before the outer then is called.
That means your code is equivalent to.
.then(response => response.json().then((data) => data as T))
.then(data => {
return data;
})
It's just that the Promise api will just take care of that for you.
If you want to learn more about the pitfalls of Promises in Javascript this post is quite good.

Deserializing json in Angular 2/4 using HttpClientModule

So I'm getting the following JSON structure from my asp.net core api:
{
"contentType": null,
"serializerSettings": null,
"statusCode": null,
"value": {
"productName": "Test",
"shortDescription": "Test 123",
"imageUri": "https://bla.com/bla",
"productCode": null,
"continuationToken": null
}
}
I have the following typescript function that invokes the API to get the above response:
public externalProduct: ProductVM;
getProductExternal(code: string): Observable<ProductVM> {
return this.http.get("api/product?productCode=" + code)
.map((data: ProductVM) => {
this.externalProduct = data; //not working...
console.log("DATA: " + data);
console.log("DATA: " + data['value']);
return data;
});
}
ProductVM:
export interface ProductVM {
productName: string;
shortDescription: string;
imageUri: string;
productCode: string;
continuationToken: string;
}
My problem is that I can't deserialize it to ProductVM. The console logs just produce [object Object]
How can I actually map the contents of the value in my json response to a ProductVM object?
Is it wrong to say that data is a ProductVM in the map function? I have tried lots of different combinations but I cannot get it to work!
I'm unsure whether I can somehow automatically tell angular to map the value array in the json response to a ProductVM object or if I should provide a constructor to the ProductVM class (it's an interface right now), and extract the specific values in the json manually?
The data object in the map method chained to http is considered a Object typed object. This type does not have the value member that you need to access and therefore, the type checker is not happy with it.
Objects that are typed (that are not any) can only be assigned to untyped objects or objects of the exact same type. Here, your data is of type Object and cannot be assigned to another object of type ProductVM.
One solution to bypass type checking is to cast your data object to a any untyped object. This will allow access to any method or member just like plain old Javascript.
getProductExternal(code: string): Observable<ProductVM> {
return this.http.get("api/product?productCode=" + code)
.map((data: any) => this.externalProduct = data.value);
}
Another solution is to change your API so that data can deliver its content with data.json(). That way, you won't have to bypass type checking since the json() method returns an untyped value.
Be carefull though as your any object wil not have methods of the ProductVM if you ever add them in the future. You will need to manually create an instance with new ProductVM() and Object.assign on it to gain access to the methods.
From angular documentation: Typechecking http response
You have to set the type of returned data when using new httpClient ( since angular 4.3 ) => this.http.get<ProductVM>(...
public externalProduct: ProductVM;
getProductExternal(code: string): Observable<ProductVM> {
return this.http.get<ProductVM>("api/product?productCode=" + code)
.map((data: ProductVM) => {
this.externalProduct = data; // should be allowed by typescript now
return data;
});
}
thus typescript should leave you in peace
Have you tried to replace
this.externalProduct = data;
with
this.externalProduct = data.json();
Hope it helps
getProductExternal(code: string): Observable<ProductVM> {
return this.http.get("api/product?productCode=" + code)
.map(data => {
this.externalProduct = <ProductVM>data;
console.log("DATA: " + this.externalProduct);
return data;
});
}
So, first we convert the response into a JSON.
I store it into response just to make it cleaner. Then, we have to navigate to value, because in your data value is the object that corresponds to ProductVM.
I would do it like this though:
Service
getProductExternal(code: string): Observable<ProductVM> {
return this.http.get(`api/product?productCode=${code}`)
.map(data => <ProductVM>data)
.catch((error: any) => Observable.throw(error.json().error || 'Server error'));
}
Component
this.subscription = this.myService.getProductExternal(code).subscribe(
product => this.externalProduct = product,
error => console.warn(error)
);
I used this approach in a client which uses the method
HttpClient.get<GENERIC>(...).
Now it is working. Anyway, I do not understand, why I do not receive a type of T back from the http client, if I don't use the solution provided in the answer above.
Here is the client:
// get
get<T>(url: string, params?: [{key: string, value: string}]): Observable<T> {
var requestParams = new HttpParams()
if (params != undefined) {
for (var kvp of params) {
params.push(kvp);
}
}
return this.httpClient.get<T>(url, {
observe: 'body',
headers: this.authHeaders,
params: requestParams
}).pipe(
map(
res => <T>res
)
);
}

Angular: Typescript casting JSON response as object model not working

I have an issue while I try to cast a json response to object, all the properties of my object are string is that normal ?
Here is my ajax request :
public getSingle = (keys: any[]): Observable<Badge> => {
return this._http.get(this.actionUrl + this.getKeysUrl(keys))
.map((response: Response) => response.json() as Badge )
.catch(this.handleError);
}
Here is my badge model :
export interface Badge {
badgeNumber: number;
authorizationLevel: number;
endOfValidity: Date;
}
And here is where I call the service function and I'm facing the issue :
this._badgeService.getSingle(this.ids).subscribe(
(badge: Badge) => {
console.log(typeof(badge.endOfValidity)); // <-- returning string and not Date
},
error => console.log(error);
});
Thats kinda tricky to explain:
Date is a class, this means that values of type Date need to be created through a constructor call. In other words, create a class instance with new Date(...).
The Response.json method will only return an object in JSON format, and such doesnt contain an instance of any class, only maps of key:property.
So what you need to do, is to manually convert the value returned from .json() to a Base object. This can be done as follows:
public getSingle = (keys: any[]): Observable<Badge> => {
return this._http.get(this.actionUrl + this.getKeysUrl(keys))
.map(r => r.json())
.map(v => <Badge>{
badgeNumber: v.badgeNumber,
authorizationLevel: v.authorizationLevel,
endOfValidity: new Date(v.endOfValidity)
// preferably this string should be in ISO-8601 format
})
//the mapping step can be done in other ways most likely
.catch(this.handleError);
}

How do I cast a JSON object to a typescript class when properties doesn't match?

For example, I have a class:
export class SomeClass {
id: number;
name: string;
}
I receive JSON from server than looks like this
[{"Id":1,"Name":"typicalname"},{"Id":2,"Name":"somename"},{"Id":3,"Name":"blablabla"},{"Id":4,"Name":"lol"},{"Id":5,"Name":"lil"},{"Id":6,"Name":"lal"}]
How do I cast a JSON object to a typescript class when properties doesn't match?
That's how I do it wright now, and it's not working.
getSomeClass() {
return this.http.get(this.someClassUrl)
.map(response => <SomeClass[]>response.json())
.catch(this.handleError);
}
try this:
getSomeClass() {
return this.http.get(this.someClassUrl)
.map(response => {
let json = response.json();
return json.map(m => {
return {
id: json.Id,
name: json.Name
}
}
})
.catch(this.handleError);
}
When you have a type T and a value x and you write <T>x you are not performing a cast in a runtime sense. You are performing a type assertion. What this means is that you are telling TypeScript that the type of x is T.
In this particular case, if response.json() returns a value typed as any, which is not unreasonable for a deserialization operation, then <T>response.json() will be accepted by the TypeScript compiler for any T. This is because the type any is compatible with (technically assignable to) everything.
However in this case you want to verify the shape of the response and the compiler cannot do this for you. You need to write a validation algorithm that is appropriate.
What is appropriate will depend on the domain of your application, and may be non-trivial, but here is an example. Unfortunately, since your question implies Angular 2 and RxJS, even a simple applicable answer contains a fair amount of incidental complexity.
import {Http} from '#angular/http';
import {Observable} from 'rxjs/Observable';
import 'rxjs/add/operator/mergeMap';
import 'rxjs/add/operator/catch';
import 'rxjs/add/observable/of';
function injected(_) {} // emit decorator metadata with flag (not pertinent)
#injected export class SomeService {
constructor(readonly http: Http) {}
getSomeValue(): Observable<Expected> {
return this.http.get(this.someResourceUrl)
.catch(handleError)
.mergeMap(response => {
const deserialized = response.json();
if (isExpected(deserialized)) {
// note the type of derserialized is Expected in this block
return Observable.of(deserialized);
}
return Observable.throw('response data did not have the expected shape');
});
}
}
export interface Expected {
id: number;
name: string;
}
function isExpected(deserialized : any): deserialized is Expected {
return typeof deserialized.id === 'number' && typeof deserialized.name === 'string';
}
function handleError(error) { // this is not really necessary, but was in the question
console.error(error); // log
return Observable.throw(error); // rethrow.
}
The most significant thing here is the isExpected function.
It takes a value of any type, validates it based on our criteria, and states that if it returns true, then the given value was indeed of the expected type, Expected.
What does it mean to be of the expected type?
Well our isExpected function determines that, and provides this information to the TypeScript language by way of its return type which says that if the function returns true, then the value passed to it is of type Expected.
This is known as a User Defined Type Guard function and you can read more about it at https://www.typescriptlang.org/docs/handbook/advanced-types.html.