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Introduction

The package leverages the best of metaprogramming, allowing direct access to data through an abstract model that represents a database table.

See .docs/motivation.md

Installation

yarn add @guidadev/jsonapi-to-model

or

npm install @guidadev/jsonapi-to-model

Performance

image

I created a benchmark to compare the performance of deserializing JSON:API data and directly accessing the included data. The results are as follows:

Data Size File Size (MB) Deserialization Time (ms) Extract Photos from Deserialized Item (ms) Model Benchmark Time (ms) Extract Photos from Model (ms) Number of Items Processed
Low Data 1.02 57 0 0 2 1000
Medium Data 10.22 1529 0 0 7 10000
Large Data 51.12 41747 0 0 102 50000
XL Data 102.23 142211 0 1 150 100000

Why is the model faster? Because we don't need to parse the entire JSON:API payload. We only need to allocate the object, which is faster than parsing the entire JSON:API payload.

Usage

Here's how you can start using @guidadev/jsonapi-to-model in your projects:

// model/User.ts
import { Attribute, BaseEntity } from "@guildadev/jsonapi-to-model";

export class User extends BaseEntity {
  @Attribute()
  declare name: string;
}

// services/users.ts
export function useUsersQuery() {
  return useQuery<User[]>({
    queryKey: ["users"],
    queryFn: async () => {
      const request = await api.get('/user')
      const data = request.data
      const user = new User(data);

      return user;
    },
  });
}

export function useUserQuery() {
  return useQuery<User>({
    queryKey: ["user", 1],
    queryFn: async () => {
      const request = await api.get('/user/1')
      const data = request.data
      const user = new User(data);

      return user;
    },
  });
}



// Component.tsx
import { useUserQuery } from "@/provider/useUserQuery";

export default function Hello() {
    const { data: user, isLoading } = useUserQuery();
  
    if (isLoading) {
        return <div>Loading...</div>;
    }
    if (!user) {
        return <div>User not found</div>;
    }
  
    return <div>Hello, {user.name} </div>;
}

in tsconfig, inside compilerOptions, you need add:

{
  "experimentalDecorators": true,
  "useDefineForClassFields": true
}

Check how we are using in React, NextJS and Angular: https://github.com/GuildaDev/jsonapi-to-model-apps-demo

You can also get metas, array of JSON:API, object member metas

Check more on: model-object.test.ts and model-arrays.test.ts

Limitations

Even though esbuild and Vite 5 allow the use of experimentalDecorators (without reflection support), SWC does not support this feature. To work around this limitation in SWC, you can use internal helpers.

See limitations

References:

https://www.typescriptlang.org/docs/handbook/decorators.html