@shadow-node/lowdb

2020-02-14

Small JSON database for Node, Electron and the browser. Powered by Lodash.

Lowdb

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Small JSON database for Node, Electron and the browser. Powered by Lodash. :zap:

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

Usage

npm install lowdb
const low = require('lowdb')
const FileSync = require('lowdb/adapters/FileSync')

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

// Set some defaults
db.defaults({ posts: [], user: {}, count: 0 })
  .write()

// Add a post
db.get('posts')
  .push({ id: 1, title: 'lowdb is awesome'})
  .write()

// Set a user using Lodash shorthand syntax
db.set('user.name', 'typicode')
  .write()

// Increment count
db.update('count', n => n + 1)
  .write()

Data is saved to db.json

{
  "posts": [
    { "id": 1, "title": "lowdb is awesome"}
  ],
  "user": {
    "name": "typicode"
  },
  "count": 1
}

You can use any of the powerful lodashfunctions, like _.getand _.findwith shorthand syntax.

// For performance, use .value() instead of .write() if you're only reading from db
db.get('posts')
  .find({ id: 1 })
  .value()

Lowdb is perfect for CLIs, small servers, Electron apps and npm packages in general.

It supports Node, the browserand uses lodash API, so it's very simple to learn. Actually, if you know Lodash, you already know how to use lowdb :wink:

Importantlowdb doesn't support Cluster and may have issues with very large JSON files (~200MB).

Install

npm install lowdb

Alternatively, if you're using yarn

yarn add lowdb

A UMD build is also available on unpkgfor testing and quick prototyping:

<script src="https://unpkg.com/lodash@4/lodash.min.js"></script>
<script src="https://unpkg.com/lowdb@0.17/dist/low.min.js"></script>
<script src="https://unpkg.com/lowdb@0.17/dist/LocalStorage.min.js"></script>
<script>
  var adapter = new LocalStorage('db')
  var db = low(adapter)
</script>

API

low(adapter)

Returns a lodash chainwith additional properties and functions described below.

db.[...].write()and db.[...].value()

write()writes database to state.

On the other hand, value()is just _.prototype.value()and should be used to execute a chain that doesn't change database state.

db.set('user.name', 'typicode')
  .write()

Please note that db.[...].write()is syntactic sugar and equivalent to

db.set('user.name', 'typicode')
  .value()

db.write()

db._

Database lodash instance. Use it to add your own utility functions or third-party mixins like underscore-contribor lodash-id.

db._.mixin({
  second: function(array) {
    return array[1]
  }
})

db.get('posts')
  .second()
  .value()

db.getState()

Returns database state.

db.getState() // { posts: [ ... ] }

db.setState(newState)

Replaces database state.

const newState = {}
db.setState(newState)

db.write()

Persists database using adapter.write(depending on the adapter, may return a promise).

// With lowdb/adapters/FileSync
db.write()
console.log('State has been saved')

// With lowdb/adapters/FileAsync
db.write()
  .then(() => console.log('State has been saved'))

db.read()

Reads source using storage.readoption (depending on the adapter, may return a promise).

// With lowdb/FileSync
db.read()
console.log('State has been updated')

// With lowdb/FileAsync
db.read()
  .then(() => console.log('State has been updated'))

Adapters API

Please note this only applies to adapters bundled with Lowdb. Third-party adapters may have different options.

For convenience, FileSync, FileAsyncand LocalBrowseraccept the following options:

  • defaultValueif file doesn't exist, this value will be used to set the initial state (default: {})
  • serialize/deserializefunctions used before writing and after reading (default: JSON.stringifyand JSON.parse)
const adapter = new FileSync('array.yaml', {
  defaultValue: [],
  serialize: (array) => toYamlString(array),
  deserialize: (string) => fromYamlString(string)
})

Guide

How to query

With lowdb, you get access to the entire lodash API, so there are many ways to query and manipulate data. Here are a few examples to get you started.

Please note that data is returned by reference, this means that modifications to returned objects may change the database. To avoid such behaviour, you need to use .cloneDeep().

Also, the execution of methods is lazy, that is, execution is deferred until .value()or .write()is called.

Examples

Check if posts exists.

db.has('posts')
  .value()

Set posts.

db.set('posts', [])
  .write()

Sort the top five posts.

db.get('posts')
  .filter({published: true})
  .sortBy('views')
  .take(5)
  .value()

Get post titles.

db.get('posts')
  .map('title')
  .value()

Get the number of posts.

db.get('posts')
  .size()
  .value()

Get the title of first post using a path.

db.get('posts[0].title')
  .value()

Update a post.

db.get('posts')
  .find({ title: 'low!' })
  .assign({ title: 'hi!'})
  .write()

Remove posts.

db.get('posts')
  .remove({ title: 'low!' })
  .write()

Remove a property.

db.unset('user.name')
  .write()

Make a deep clone of posts.

db.get('posts')
  .cloneDeep()
  .value()

How to use id based resources

Being able to get data using an id can be quite useful, particularly in servers. To add id-based resources support to lowdb, you have 2 options.

shortidis more minimalist and returns a unique id that you can use when creating resources.

const shortid = require('shortid')

const postId = db
  .get('posts')
  .push({ id: shortid.generate(), title: 'low!' })
  .write()
  .id

const post = db
  .get('posts')
  .find({ id: postId })
  .value()

lodash-idprovides a set of helpers for creating and manipulating id-based resources.

const lodashId = require('lodash-id')
const db = low('db.json')

db._.mixin(lodashId)

const post = db
  .get('posts')
  .insert({ title: 'low!' })
  .write()

const post = db
  .get('posts')
  .getById(post.id)
  .value()

How to create custom adapters

low()accepts custom Adapter, so you can virtually save your data to any storage using any format.

class MyStorage {
  constructor() {
    // ...
  }

  read() {
    // Should return data (object or array) or a Promise
  }

  write(data) {
    // Should return nothing or a Promise
  }
}

const adapter = new MyStorage(args)
const db = low()

See src/adaptersfor examples.

How to encrypt data

FileSync, FileAsyncand LocalStorageaccept custom serializeand deserializefunctions. You can use them to add encryption logic.

const adapter = new FileSync('db.json', {
  serialize: (data) => encrypt(JSON.stringify(data))
  deserialize: (data) => JSON.parse(decrypt(data))
})

Changelog

See changes for each version in the release notes.

Limits

Lowdb is a convenient method for storing data without setting up a database server. It is fast enough and safe to be used as an embedded database.

However, if you seek high performance and scalability more than simplicity, you should probably stick to traditional databases like MongoDB.

License

MIT - Typicode :cactus:

HomePage

https://github.com/typicode/lowdb

Repository

https://github.com/typicode/lowdb


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