bookshelf vs mongoose vs sequelize vs typeorm
Node.js ORMライブラリ
bookshelfmongoosesequelizetypeorm類似パッケージ:

Node.js ORMライブラリ

ORM(Object-Relational Mapping)ライブラリは、データベースとアプリケーションのオブジェクト間のマッピングを簡素化するためのツールです。これにより、開発者はSQLクエリを直接書くことなく、データベース操作をオブジェクト指向の方法で行うことができます。これらのライブラリは、データベースの操作を抽象化し、データの取得、挿入、更新、削除をより直感的に行うことを可能にします。

npmのダウンロードトレンド

3 年

GitHub Starsランキング

統計詳細

パッケージ
ダウンロード数
Stars
サイズ
Issues
公開日時
ライセンス
bookshelf59,3036,368-2386年前MIT
mongoose027,4532.04 MB19512日前MIT
sequelize030,3422.91 MB1,0081年前MIT
typeorm036,34320.8 MB5043ヶ月前MIT

機能比較: bookshelf vs mongoose vs sequelize vs typeorm

データベースサポート

  • bookshelf:

    Bookshelfは、Knex.jsを使用して、MySQL、PostgreSQL、SQLiteなどのリレーショナルデータベースをサポートしています。

  • mongoose:

    MongooseはMongoDB専用であり、MongoDBの機能をフルに活用できます。

  • sequelize:

    Sequelizeは、MySQL、PostgreSQL、SQLite、MariaDBなど、複数のリレーショナルデータベースをサポートしています。

  • typeorm:

    TypeORMは、MySQL、PostgreSQL、SQLite、Oracle、Microsoft SQL Serverなど、幅広いデータベースをサポートしています。

スキーマ定義

  • bookshelf:

    Bookshelfでは、モデルを定義する際に、スキーマを明示的に定義する必要はありませんが、必要に応じてバリデーションを追加できます。

  • mongoose:

    Mongooseは、スキーマを使用してデータの構造を厳密に定義し、バリデーションを行うことができます。

  • sequelize:

    Sequelizeは、モデルを定義する際にスキーマを使用し、データの整合性を保つためのバリデーション機能を提供します。

  • typeorm:

    TypeORMは、エンティティを使用してスキーマを定義し、TypeScriptの型安全性を活かしたバリデーションを行うことができます。

クエリビルダー

  • bookshelf:

    Bookshelfは、Knex.jsのクエリビルダーを利用して、柔軟なクエリを構築できます。

  • mongoose:

    Mongooseは、MongoDBのクエリ言語を使用して、直感的にクエリを作成できます。

  • sequelize:

    Sequelizeは、Promiseベースのクエリビルダーを提供し、複雑なクエリを簡単に作成できます。

  • typeorm:

    TypeORMは、TypeScriptの機能を活かしたクエリビルダーを提供し、エンティティに基づいたクエリを構築できます。

トランザクション管理

  • bookshelf:

    Bookshelfは、Knex.jsのトランザクション機能を利用して、トランザクションを管理できます。

  • mongoose:

    Mongooseは、MongoDBのトランザクション機能をサポートしていますが、複雑なトランザクション管理には向いていません。

  • sequelize:

    Sequelizeは、トランザクション管理を強力にサポートしており、複雑なデータ操作を安全に行えます。

  • typeorm:

    TypeORMは、トランザクション管理をサポートしており、エンティティに基づいたトランザクション操作が可能です。

学習曲線

  • bookshelf:

    Bookshelfはシンプルで直感的なAPIを持っており、学習曲線は比較的緩やかです。

  • mongoose:

    Mongooseは、MongoDBの特性を理解する必要があるため、初学者には少し学習曲線が急ですが、ドキュメントが豊富です。

  • sequelize:

    Sequelizeは、豊富な機能を持っていますが、学習曲線はやや急です。特に、複雑なクエリやトランザクション管理を理解する必要があります。

  • typeorm:

    TypeORMは、TypeScriptの知識が必要ですが、型安全性を活かした開発ができるため、学習曲線はやや急ですが、長期的には有利です。

選び方: bookshelf vs mongoose vs sequelize vs typeorm

  • bookshelf:

    Bookshelfは、Knex.jsをベースにしたシンプルで柔軟なORMです。軽量で、リレーショナルデータベースを使用したいが、複雑さを避けたい場合に最適です。特に、シンプルなプロジェクトや小規模なアプリケーションに向いています。

  • mongoose:

    MongooseはMongoDB専用のORMで、スキーマベースのデータモデリングを提供します。MongoDBを使用する場合、データの整合性を強制し、バリデーションを行いたい場合に最適です。特に、ドキュメント指向のデータベースを利用する場合に便利です。

  • sequelize:

    Sequelizeは、PromiseベースのORMで、複数のSQLデータベース(MySQL、PostgreSQL、SQLiteなど)をサポートしています。トランザクション管理やマイグレーション機能が必要な場合に適しています。大規模なアプリケーションや複雑なデータベース構造を持つプロジェクトに向いています。

  • typeorm:

    TypeORMはTypeScriptで書かれたORMで、エンティティベースのアプローチを採用しています。TypeScriptの型安全性を活かしたい場合や、複雑なリレーションを持つデータベースを扱う場合に最適です。また、マイグレーションやカスタムリポジトリのサポートも充実しています。

bookshelf のREADME

bookshelf.js

NPM Version Build Status Dependency Status devDependency Status

Bookshelf is a JavaScript ORM for Node.js, built on the Knex SQL query builder. It features both Promise-based and traditional callback interfaces, transaction support, eager/nested-eager relation loading, polymorphic associations, and support for one-to-one, one-to-many, and many-to-many relations.

It is designed to work with PostgreSQL, MySQL, and SQLite3.

Website and documentation. The project is hosted on GitHub, and has a comprehensive test suite.

Introduction

Bookshelf aims to provide a simple library for common tasks when querying databases in JavaScript, and forming relations between these objects, taking a lot of ideas from the Data Mapper Pattern.

With a concise, literate codebase, Bookshelf is simple to read, understand, and extend. It doesn't force you to use any specific validation scheme, and provides flexible, efficient relation/nested-relation loading and first-class transaction support.

It's a lean object-relational mapper, allowing you to drop down to the raw Knex interface whenever you need a custom query that doesn't quite fit with the stock conventions.

Installation

You'll need to install a copy of Knex, and either mysql, pg, or sqlite3 from npm.

$ npm install knex
$ npm install bookshelf

# Then add one of the following:
$ npm install pg
$ npm install mysql
$ npm install sqlite3

The Bookshelf library is initialized by passing an initialized Knex client instance. The Knex documentation provides a number of examples for different databases.

// Setting up the database connection
const knex = require('knex')({
  client: 'mysql',
  connection: {
    host     : '127.0.0.1',
    user     : 'your_database_user',
    password : 'your_database_password',
    database : 'myapp_test',
    charset  : 'utf8'
  }
})
const bookshelf = require('bookshelf')(knex)

// Defining models
const User = bookshelf.model('User', {
  tableName: 'users'
})

This initialization should likely only ever happen once in your application. As it creates a connection pool for the current database, you should use the bookshelf instance returned throughout your library. You'll need to store this instance created by the initialize somewhere in the application so you can reference it. A common pattern to follow is to initialize the client in a module so you can easily reference it later:

// In a file named, e.g. bookshelf.js
const knex = require('knex')(dbConfig)
module.exports = require('bookshelf')(knex)

// elsewhere, to use the bookshelf client:
const bookshelf = require('./bookshelf')

const Post = bookshelf.model('Post', {
  // ...
})

Examples

Here is an example to get you started:

const knex = require('knex')({
  client: 'mysql',
  connection: process.env.MYSQL_DATABASE_CONNECTION
})
const bookshelf = require('bookshelf')(knex)

const User = bookshelf.model('User', {
  tableName: 'users',
  posts() {
    return this.hasMany(Posts)
  }
})

const Post = bookshelf.model('Post', {
  tableName: 'posts',
  tags() {
    return this.belongsToMany(Tag)
  }
})

const Tag = bookshelf.model('Tag', {
  tableName: 'tags'
})

new User({id: 1}).fetch({withRelated: ['posts.tags']}).then((user) => {
  console.log(user.related('posts').toJSON())
}).catch((error) => {
  console.error(error)
})

Official Plugins

  • Virtuals: Define virtual properties on your model to compute new values.
  • Case Converter: Handles the conversion between the database's snake_cased and a model's camelCased properties automatically.
  • Processor: Allows defining custom processor functions that handle transformation of values whenever they are .set() on a model.

Community plugins

  • bookshelf-cascade-delete - Cascade delete related models on destroy.
  • bookshelf-json-columns - Parse and stringify JSON columns on save and fetch instead of manually define hooks for each model (PostgreSQL and SQLite).
  • bookshelf-mask - Similar to the functionality of the {@link Model#visible} attribute but supporting multiple scopes, masking models and collections using the json-mask API.
  • bookshelf-schema - A plugin for handling fields, relations, scopes and more.
  • bookshelf-signals - A plugin that translates Bookshelf events to a central hub.
  • bookshelf-paranoia - Protect your database from data loss by soft deleting your rows.
  • bookshelf-uuid - Automatically generates UUIDs for your models.
  • bookshelf-modelbase - An alternative to extend Model, adding timestamps, attribute validation and some native CRUD methods.
  • bookshelf-advanced-serialization - A more powerful visibility plugin, supporting serializing models and collections according to access permissions, application context, and after ensuring relations have been loaded.
  • bookshelf-plugin-mode - Plugin inspired by the functionality of the {@link Model#visible} attribute, allowing to specify different modes with corresponding visible/hidden fields of model.
  • bookshelf-secure-password - A plugin for easily securing passwords using bcrypt.
  • bookshelf-default-select - Enables default column selection for models. Inspired by the functionality of the {@link Model#visible} attribute, but operates on the database level.
  • bookshelf-ez-fetch - Convenient fetching methods which allow for compact filtering, relation selection and error handling.
  • bookshelf-manager - Model & Collection manager to make it easy to create & save deep, nested JSON structures from API requests.

Support

Have questions about the library? Come join us in the #bookshelf freenode IRC channel for support on knex.js and bookshelf.js, or post an issue on Stack Overflow.

Contributing

If you want to contribute to Bookshelf you'll usually want to report an issue or submit a pull-request. For this purpose the online repository is available on GitHub.

For further help setting up your local development environment or learning how you can contribute to Bookshelf you should read the Contributing document available on GitHub.

F.A.Q.

Can I use standard node.js style callbacks?

Yes, you can call .asCallback(function(err, resp) { on any database operation method and use the standard (err, result) style callback interface if you prefer.

My relations don't seem to be loading, what's up?

Make sure to check that the type is correct for the initial parameters passed to the initial model being fetched. For example new Model({id: '1'}).load([relations...]) will not return the same as new Model({id: 1}).load([relations...]) - notice that the id is a string in one case and a number in the other. This can be a common mistake if retrieving the id from a url parameter.

This is only an issue if you're eager loading data with load without first fetching the original model. new Model({id: '1'}).fetch({withRelated: [relations...]}) should work just fine.

My process won't exit after my script is finished, why?

The issue here is that Knex, the database abstraction layer used by Bookshelf, uses connection pooling and thus keeps the database connection open. If you want your process to exit after your script has finished, you will have to call .destroy(cb) on the knex property of your Bookshelf instance or on the Knex instance passed during initialization. More information about connection pooling can be found over at the Knex docs.

How do I debug?

If you pass debug: true in the options object to your knex initialize call, you can see all of the query calls being made. You can also pass that same option to all methods that access the database, like model.fetch() or model.destroy(). Examples:

// Turning on debug mode for all queries
const knex = require('knex')({
  debug: true,
  client: 'mysql',
  connection: process.env.MYSQL_DATABASE_CONNECTION
})
const bookshelf = require('bookshelf')(knex)

// Debugging a single query
new User({id: 1}).fetch({debug: true, withRelated: ['posts.tags']}).then(user => {
  // ...
})

Sometimes you need to dive a bit further into the various calls and see what all is going on behind the scenes. You can use node-inspector, which allows you to debug code with debugger statements like you would in the browser.

Bookshelf uses its own copy of the bluebird Promise library. You can read up here for more on debugging Promises.

Adding the following block at the start of your application code will catch any errors not otherwise caught in the normal Promise chain handlers, which is very helpful in debugging:

process.stderr.on('data', (data) => {
  console.log(data)
})

How do I run the test suite?

See the CONTRIBUTING document on GitHub.

Can I use Bookshelf outside of Node.js?

While it primarily targets Node.js, all dependencies are browser compatible, and it could be adapted to work with other javascript environments supporting a sqlite3 database, by providing a custom Knex adapter. No such adapter exists though.

Which open-source projects are using Bookshelf?

We found the following projects using Bookshelf, but there can be more:

  • Ghost (A blogging platform) uses bookshelf. [Link]
  • Soapee (Soap Making Community and Resources) uses bookshelf. [Link]
  • NodeZA (Node.js social platform for developers in South Africa) uses bookshelf. [Link]
  • Sunday Cook (A social cooking event platform) uses bookshelf. [Link]
  • FlyptoX (Open-source Node.js cryptocurrency exchange) uses bookshelf. [Link]
  • And of course, everything on here use bookshelf too.