How to rehydrate typed data?
Kamil Trusiak
Posted on May 26, 2022
The problem
I have a simple blog with JSON file used as database. I would like to get all posts and display them in a list.
Below you can see my Post
interface:
interface Post {
authorId: number;
title: string;
tags: string[];
content: string;
state: 'draft' | 'published';
createdAt: Date;
modifiedAt: Date;
publishedAt: Date | null;
}
And this is database representation in JSON:
{
"posts": [{
"authorId": 7,
"title": "My first post",
"tags": [],
"content": "Hello world!",
"state": "draft",
"createdAt": "2022-05-20T17:21:34.000Z",
"modifiedAt": "2022-05-23T18:45:17.000Z",
"publishedAt": null
}]
}
When I parse this with JSON.parse
, I get type mismatch on createdAt
, modifiedAt
and publishedAt
since they are all strings instead of Date
objects.
The question is: how can I fix this mismatch?
The Solution
The first idea that comes to mind is to map
over the list and manually convert to proper objects
const parsedData = JSON.parse(jsonData);
const data = {
posts: parsedData.posts.map((post) => {
return {
...post,
createdAt: new Date(post.createdAt),
modifiedAt: new Date(post.modifiedAt),
publishedAt: post.publishedAt ? new Date(post.publishedAt) : null
};
})
};
This solution works, but has one issue: I need to repeat this conversion every time I want to get Post
objects. Additionally, after making changes to Post
interface, I need to reflect them in all places.
Let's improve this a little.
Creating a function
I am going to extract conversion code to functions for reducing repetition. It will also make maintenance easier.
function parsePost(post) {
return {
...post,
createdAt: new Date(post.createdAt),
modifiedAt: new Date(post.modifiedAt),
publishedAt: post.publishedAt ? new Date(post.publishedAt) : null
};
}
function parsePosts(list) {
return list.map(parsePost);
}
I can freely use this function as needed:
const parsedData = JSON.parse(jsonData);
const data = {
posts: parsePosts(parsedData.posts)
};
Using a library
Although the current solution works, is simple and reusable, I can go one step further.
Some time ago, I found an interesting library, that allows to serialize JS objects and save information about its type. It was a few years old, so I decided to create a modern version of it.
Let me present to you: hydration-next.
At the beginning, I need to add type info to my post. For this, I can use dehydrate
function. It returns an object with additional _types
field. There is also a stringify
function, which is a shortcut for JSON.stringify(dehydrate(data))
.
Here you can see how my JSON looks now:
{
"authorId": "7",
"title": "My first post",
"tags": {},
"content": "Hello world!",
"state": "draft",
"createdAt": 1653067294000,
"modifiedAt": 1653331517000,
"publishedAt": "",
"_types": {
"authorId": "number",
"title": "string",
"tags": "array",
"content": "string",
"state": "string",
"createdAt": "Date",
"modifiedAt": "Date",
"publishedAt": "null"
}
}
I can safely store it in file, local storage or elsewhere.
For the other way, I can use hydrate
function. Similarly, there is a parse
function, which is a shortcut for hydrate(JSON.parse(data))
.
Primitive data types (string, boolean, number, null) are supported out-of-the-box, as well as arrays, objects, Date
, RegExp
and Buffer
. You are also able to add custom types and define functions to hydrate and dehydrate them.
Here you can see a previous example, this time with hydration-next
:
import { parse } from 'hydration-next';
// ...
const data = parse(jsonData);
The End
I hope you enjoyed this post. If you decide to use my package and find any issues with it, please let me know. I would like to make it as good as possible.
See you next time!
Posted on May 26, 2022
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