lowdb

What is lowdb?

Lowdb is a small local JSON database for Node, Electron, and the browser. It's a simple and lightweight way to store data locally using a JSON file. It is ideal for small projects, quick prototypes, and applications that do not require a full-fledged database.

What are lowdb's main functionalities?

Create and Read Data

This feature allows you to create and read data from a JSON file. The code initializes a lowdb instance, sets default values, adds a new post, and retrieves it.

const low = require('lowdb');
const FileSync = require('lowdb/adapters/FileSync');

const adapter = new FileSync('db.json');
const db = low(adapter);

db.defaults({ posts: [] }).write();

db.get('posts').push({ id: 1, title: 'lowdb is awesome' }).write();

const post = db.get('posts').find({ id: 1 }).value();
console.log(post);

Update Data

This feature allows you to update existing data in the JSON file. The code updates the title of the post with id 1 and retrieves the updated post.

db.get('posts').find({ id: 1 }).assign({ title: 'lowdb is super awesome' }).write();
const updatedPost = db.get('posts').find({ id: 1 }).value();
console.log(updatedPost);

Delete Data

This feature allows you to delete data from the JSON file. The code removes the post with id 1 and retrieves the remaining posts.

db.get('posts').remove({ id: 1 }).write();
const posts = db.get('posts').value();
console.log(posts);

Other packages similar to lowdb

nedb

NeDB is a lightweight JavaScript database that is similar to MongoDB but is meant for small projects. It supports indexing and querying and can be used both in Node.js and in the browser. Compared to lowdb, NeDB offers more advanced querying capabilities and indexing.

lokijs

LokiJS is a fast, in-memory database for Node.js and browsers. It is designed for performance and can handle large datasets efficiently. LokiJS offers more advanced features like indexing, binary serialization, and live querying compared to lowdb.

json-server

json-server is a full fake REST API with zero coding in less than 30 seconds. It is ideal for quick prototyping and mocking REST APIs. Unlike lowdb, json-server is more focused on providing a RESTful interface to your JSON data.

README

lowdb

Simple to use type-safe local JSON database 🦉

Read or create db.json

const db = await JSONFilePreset('db.json', { posts: [] })

Update data using Array.prototype.* and automatically write to db.json

const post = { id: 1, title: 'lowdb is awesome', views: 100 }
await db.update(({ posts }) => posts.push(post))

// db.json
{
  "posts": [
    { "id": 1, "title": "lowdb is awesome", "views": 100 }
  ]
}

In the same spirit, query using native Array.prototype.*

const { posts } = db.data
const first = posts.at(0)
const results = posts.filter((post) => post.title.includes('lowdb'))
const post1 = posts.find((post) => post.id === 1)
const sortedPosts = posts.toSorted((a, b) => a.views - b.views)

It's that simple.

Sponsors

Become a sponsor and have your company logo here 👉 GitHub Sponsors

Features

• Lightweight
• Minimalist
• TypeScript
• Plain JavaScript
• Safe atomic writes
• Hackable:
  • Change storage, file format (JSON, YAML, ...) or add encryption via adapters
  • Extend it with lodash, ramda, ... for super powers!
• Automatically switches to fast in-memory mode during tests

Install

npm install lowdb

Usage

Lowdb is a pure ESM package. If you're having trouble using it in your project, please read this.

import { JSONFilePreset } from 'lowdb/node'

// Read or create db.json
const defaultData = { posts: [] }
const db = await JSONFilePreset('db.json', defaultData)

// Update db.json
await db.update(({ posts }) => posts.push('hello world'))

// Alternatively you can call db.write() explicitely later
// to write to db.json
db.data.posts.push('hello world')
await db.write()

// db.json
{
  "posts": [ "hello world" ]
}

TypeScript

You can use TypeScript to check your data types.

type Data = {
  messages: string[]
}

const defaultData: Data = { messages: [] }
const db = await JSONPreset<Data>('db.json', defaultData)

db.data.messages.push('foo') // ✅ Success
db.data.messages.push(1) // ❌ TypeScript error

Lodash

You can extend lowdb with Lodash (or other libraries). To be able to extend it, we're not using JSONPreset here. Instead, we're using lower components.

import { Low } from 'lowdb'
import { JSONFile } from 'lowdb/node'
import lodash from 'lodash'

type Post = {
  id: number
  title: string
}

type Data = {
  posts: Post[]
}

// Extend Low class with a new `chain` field
class LowWithLodash<T> extends Low<T> {
  chain: lodash.ExpChain<this['data']> = lodash.chain(this).get('data')
}

const defaultData: Data = {
  posts: [],
}
const adapter = new JSONFile<Data>('db.json', defaultData)

const db = new LowWithLodash(adapter)
await db.read()

// Instead of db.data use db.chain to access lodash API
const post = db.chain.get('posts').find({ id: 1 }).value() // Important: value() must be called to execute chain

CLI, Server, Browser and in tests usage

See src/examples/ directory.

API

Presets

Lowdb provides four presets for common cases.

• JSONFilePreset(filename, defaultData)
• JSONFileSyncPreset(filename, defaultData)
• LocalStoragePreset(name, defaultData)
• SessionStoragePreset(name, defaultData)

See src/examples/ directory for usage.

Lowdb is extremely flexible, if you need to extend it or modify its behavior, use the classes and adapters below instead of the presets.

Classes

Lowdb has two classes (for asynchronous and synchronous adapters).

new Low(adapter, defaultData)

import { Low } from 'lowdb'
import { JSONFile } from 'lowdb/node'

const db = new Low(new JSONFile('file.json'), {})
await db.read()
await db.write()

new LowSync(adapterSync, defaultData)

import { LowSync } from 'lowdb'
import { JSONFileSync } from 'lowdb/node'

const db = new LowSync(new JSONFileSync('file.json'), {})
db.read()
db.write()

Methods

db.read()

Calls adapter.read() and sets db.data.

Note: JSONFile and JSONFileSync adapters will set db.data to null if file doesn't exist.

db.data // === null
db.read()
db.data // !== null

db.write()

Calls adapter.write(db.data).

db.data = { posts: [] }
db.write() // file.json will be { posts: [] }
db.data = {}
db.write() // file.json will be {}

db.update(fn)

Calls fn() then db.write().

db.update((data) => {
  // make changes to data
  // ...
})
// files.json will be updated

Properties

db.data

Holds your db content. If you're using the adapters coming with lowdb, it can be any type supported by JSON.stringify.

For example:

db.data = 'string'
db.data = [1, 2, 3]
db.data = { key: 'value' }

Adapters

Lowdb adapters

JSONFile JSONFileSync

Adapters for reading and writing JSON files.

import { JSONFile, JSONFileSync } from 'lowdb/node'

new Low(new JSONFile(filename), {})
new LowSync(new JSONFileSync(filename), {})

Memory MemorySync

In-memory adapters. Useful for speeding up unit tests. See src/examples/ directory.

import { Memory, MemorySync } from 'lowdb'

new Low(new Memory(), {})
new LowSync(new MemorySync(), {})

LocalStorage SessionStorage

Synchronous adapter for window.localStorage and window.sessionStorage.

import { LocalStorage, SessionStorage } from 'lowdb/browser'
new LowSync(new LocalStorage(name), {})
new LowSync(new SessionStorage(name), {})

Utility adapters

TextFile TextFileSync

Adapters for reading and writing text. Useful for creating custom adapters.

DataFile DataFileSync

Adapters for easily supporting other data formats or adding behaviors (encrypt, compress...).

import { DataFile } from 'lowdb'
new DataFile(filename, {
  parse: YAML.parse,
  stringify: YAML.stringify
})
new DataFile(filename, {
  parse: (data) => { decypt(JSON.parse(data)) },
  stringify: (str) => { encrypt(JSON.stringify(str)) }
})

Third-party adapters

If you've published an adapter for lowdb, feel free to create a PR to add it here.

Writing your own adapter

You may want to create an adapter to write db.data to YAML, XML, encrypt data, a remote storage, ...

An adapter is a simple class that just needs to expose two methods:

class AsyncAdapter {
  read() {
    /* ... */
  } // should return Promise<data>
  write(data) {
    /* ... */
  } // should return Promise<void>
}

class SyncAdapter {
  read() {
    /* ... */
  } // should return data
  write(data) {
    /* ... */
  } // should return nothing
}

For example, let's say you have some async storage and want to create an adapter for it:

import { api } from './AsyncStorage'

class CustomAsyncAdapter {
  // Optional: your adapter can take arguments
  constructor(args) {
    // ...
  }

  async read() {
    const data = await api.read()
    return data
  }

  async write(data) {
    await api.write(data)
  }
}

const adapter = new CustomAsyncAdapter()
const db = new Low(adapter)

See src/adapters/ for more examples.

Custom serialization

To create an adapter for another format than JSON, you can use TextFile or TextFileSync.

For example:

import { Adapter, Low } from 'lowdb'
import { TextFile } from 'lowdb/node'
import YAML from 'yaml'

class YAMLFile {
  constructor(filename) {
    this.adapter = new TextFile(filename)
  }

  async read() {
    const data = await this.adapter.read()
    if (data === null) {
      return null
    } else {
      return YAML.parse(data)
    }
  }

  write(obj) {
    return this.adapter.write(YAML.stringify(obj))
  }
}

const adapter = new YAMLFile('file.yaml')
const db = new Low(adapter)

Limits

Lowdb doesn't support Node's cluster module.

If you have large JavaScript objects (~10-100MB) you may hit some performance issues. This is because whenever you call db.write, the whole db.data is serialized using JSON.stringify and written to storage.

Depending on your use case, this can be fine or not. It can be mitigated by doing batch operations and calling db.write only when you need it.

If you plan to scale, it's highly recommended to use databases like PostgreSQL or MongoDB instead.