sequelize-typescript

sequelize-typescript

Sequelize 的 TypeScript 装饰器扩展和高级功能增强

sequelize-typescript 扩展了 Sequelize ORM,为 TypeScript 项目引入装饰器语法和高级功能。它简化了模型定义、关联和验证过程,并新增仓储模式、作用域和钩子等特性。该项目完全兼容 Sequelize v6,通过装饰器 API 提高了开发效率,增强了类型安全性,使 Sequelize 在 TypeScript 环境中的使用更加便捷和强大。

sequelize-typescriptORM框架TypeScript数据库映射模型定义Github开源项目

sequelize-typescript

Build Status codecov NPM

Decorators and some other features for sequelize (v6).

Installation

npm install --save-dev @types/node @types/validator npm install sequelize reflect-metadata sequelize-typescript

Your tsconfig.json needs the following flags:

"target": "es6", // or a more recent ecmascript version "experimentalDecorators": true, "emitDecoratorMetadata": true

Sequelize Options

  • SequelizeConfig renamed to SequelizeOptions
  • modelPaths property renamed to models

Scopes Options

The @Scopes and @DefaultScope decorators now take lambda's as options

@DefaultScope(() => ({...})) @Scopes(() => ({...}))

instead of deprecated way:

@DefaultScope({...}) @Scopes({...}))

Model definition

import { Table, Column, Model, HasMany } from 'sequelize-typescript'; @Table class Person extends Model { @Column name: string; @Column birthday: Date; @HasMany(() => Hobby) hobbies: Hobby[]; }

Less strict

import { Table, Model } from 'sequelize-typescript'; @Table class Person extends Model {}

More strict

import { Optional } from 'sequelize'; import { Table, Model } from 'sequelize-typescript'; interface PersonAttributes { id: number; name: string; } interface PersonCreationAttributes extends Optional<PersonAttributes, 'id'> {} @Table class Person extends Model<PersonAttributes, PersonCreationAttributes> {}

The model needs to extend the Model class and has to be annotated with the @Table decorator. All properties that should appear as a column in the database require the @Column annotation.

See more advanced example here.

@Table

The @Table annotation can be used without passing any parameters. To specify some more define options, use an object literal (all define options from sequelize are valid):

@Table({ timestamps: true, ... }) class Person extends Model {}

Table API

DecoratorDescription
@Tablesets options.tableName=<CLASS_NAME> and options.modelName=<CLASS_NAME> automatically
@Table(options: DefineOptions)sets define options (also sets options.tableName=<CLASS_NAME> and options.modelName=<CLASS_NAME> if not already defined by define options)

Primary key

A primary key (id) will be inherited from base class Model. This primary key is by default an INTEGER and has autoIncrement=true (This behaviour is a native sequelize thing). The id can easily be overridden by marking another attribute as primary key. So either set @Column({primaryKey: true}) or use @PrimaryKey together with @Column.

@CreatedAt, @UpdatedAt, @DeletedAt

Annotations to define custom and type safe createdAt, updatedAt and deletedAt attributes:

@CreatedAt creationDate: Date; @UpdatedAt updatedOn: Date; @DeletedAt deletionDate: Date;
DecoratorDescription
@CreatedAtsets timestamps=true and createdAt='creationDate'
@UpdatedAtsets timestamps=true and updatedAt='updatedOn'
@DeletedAtsets timestamps=true, paranoid=true and deletedAt='deletionDate'

@Column

The @Column annotation can be used without passing any parameters. But therefore it is necessary that the js type can be inferred automatically (see Type inference for details).

@Column name: string;

If the type cannot or should not be inferred, use:

import {DataType} from 'sequelize-typescript'; @Column(DataType.TEXT) name: string;

Or for a more detailed column description, use an object literal (all attribute options from sequelize are valid):

@Column({ type: DataType.FLOAT, comment: 'Some value', ... }) value: number;

Column API

DecoratorDescription
@Columntries to infer dataType from js type
@Column(dataType: DataType)sets dataType explicitly
@Column(options: AttributeOptions)sets attribute options

Shortcuts

If you're in love with decorators: sequelize-typescript provides some more of them. The following decorators can be used together with the @Column annotation to make some attribute options easier available:

DecoratorDescriptionOptions
@AllowNull(allowNull?: boolean)sets attribute.allowNull (default is true)
@AutoIncrementsets attribute.autoIncrement=true
@Unique(options? UniqueOptions)sets attribute.unique=trueUniqueOptions
@Default(value: any)sets attribute.defaultValue to specified value
@PrimaryKeysets attribute.primaryKey=true
@Comment(value: string)sets attribute.comment to specified string
Validate annotationssee Model validation

Type inference

The following types can be automatically inferred from javascript type. Others have to be defined explicitly.

Design typeSequelize data type
stringSTRING
booleanBOOLEAN
numberINTEGER
bigintBIGINT
DateDATE
BufferBLOB

Accessors

Get/set accessors do work as well

@Table class Person extends Model { @Column get name(): string { return 'My name is ' + this.getDataValue('name'); } set name(value: string) { this.setDataValue('name', value); } }

Usage

Except for minor variations sequelize-typescript will work like pure sequelize. (See sequelize docs)

Configuration

To make the defined models available, you have to configure a Sequelize instance from sequelize-typescript(!).

import { Sequelize } from 'sequelize-typescript'; const sequelize = new Sequelize({ database: 'some_db', dialect: 'sqlite', username: 'root', password: '', storage: ':memory:', models: [__dirname + '/models'], // or [Player, Team], });

Before you can use your models you have to tell sequelize where they can be found. So either set models in the sequelize config or add the required models later on by calling sequelize.addModels([Person]) or sequelize.addModels([__dirname + '/models']):

sequelize.addModels([Person]); sequelize.addModels(['path/to/models']);

globs

import {Sequelize} from 'sequelize-typescript'; const sequelize = new Sequelize({ ... models: [__dirname + '/**/*.model.ts'] }); // or sequelize.addModels([__dirname + '/**/*.model.ts']);

Model-path resolving

A model is matched to a file by its filename. E.g.

// File User.ts matches the following exported model. export class User extends Model {}

This is done by comparison of the filename against all exported members. The matching can be customized by specifying the modelMatch function in the configuration object.

For example, if your models are named user.model.ts, and your class is called User, you can match these two by using the following function:

import {Sequelize} from 'sequelize-typescript'; const sequelize = new Sequelize({ models: [__dirname + '/models/**/*.model.ts'] modelMatch: (filename, member) => { return filename.substring(0, filename.indexOf('.model')) === member.toLowerCase(); }, });

For each file that matches the *.model.ts pattern, the modelMatch function will be called with its exported members. E.g. for the following file

//user.model.ts import {Table, Column, Model} from 'sequelize-typescript'; export const UserN = 'Not a model'; export const NUser = 'Not a model'; @Table export class User extends Model { @Column nickname: string; }

The modelMatch function will be called three times with the following arguments.

user.model UserN -> false user.model NUser -> false user.model User -> true (User will be added as model)

Another way to match model to file is to make your model the default export.

export default class User extends Model {}

⚠️ When using paths to add models, keep in mind that they will be loaded during runtime. This means that the path may differ from development time to execution time. For instance, using .ts extension within paths will only work together with ts-node.

Build and create

Instantiation and inserts can be achieved in the good old sequelize way

const person = Person.build({ name: 'bob', age: 99 }); person.save(); Person.create({ name: 'bob', age: 99 });

but sequelize-typescript also makes it possible to create instances with new:

const person = new Person({ name: 'bob', age: 99 }); person.save();

Find and update

Finding and updating entries does also work like using native sequelize. So see sequelize docs for more details.

Person.findOne().then((person) => { person.age = 100; return person.save(); }); Person.update( { name: 'bobby', }, { where: { id: 1 } } ).then(() => {});

Model association

Relations can be described directly in the model by the @HasMany, @HasOne, @BelongsTo, @BelongsToMany and @ForeignKey annotations.

One-to-many

@Table class Player extends Model { @Column name: string; @Column num: number; @ForeignKey(() => Team) @Column teamId: number; @BelongsTo(() => Team) team: Team; } @Table class Team extends Model { @Column name: string; @HasMany(() => Player) players: Player[]; }

That's all, sequelize-typescript does everything else for you. So when retrieving a team by find

Team.findOne({ include: [Player] }).then((team) => { team.players.forEach((player) => console.log(`Player ${player.name}`)); });

the players will also be resolved (when passing include: Player to the find options)

Many-to-many

@Table class Book extends Model { @BelongsToMany(() => Author, () => BookAuthor) authors: Author[]; } @Table class Author extends Model { @BelongsToMany(() => Book, () => BookAuthor) books: Book[]; } @Table class BookAuthor extends Model { @ForeignKey(() => Book) @Column bookId: number; @ForeignKey(() => Author) @Column authorId: number; }

Type safe through-table instance access

To access the through-table instance (instanceOf BookAuthor in the upper example) type safely, the type need to be set up manually. For Author model it can be achieved like so:

@BelongsToMany(() => Book, () => BookAuthor) books: Array<Book & {BookAuthor: BookAuthor}>;

One-to-one

For one-to-one use @HasOne(...)(foreign key for the relation exists on the other model) and @BelongsTo(...) (foreign key for the relation exists on this model)

@ForeignKey, @BelongsTo, @HasMany, @HasOne, @BelongsToMany API

DecoratorDescription
@ForeignKey(relatedModelGetter: () => typeof Model)marks property as foreignKey for related class
@BelongsTo(relatedModelGetter: () => typeof Model)sets SourceModel.belongsTo(RelatedModel, ...) while as is key of annotated property and foreignKey is resolved from source class
@BelongsTo(relatedModelGetter: () => typeof Model, foreignKey: string)sets SourceModel.belongsTo(RelatedModel, ...) while as is key of annotated property and foreignKey is explicitly specified value
@BelongsTo(relatedModelGetter: () => typeof Model, options: AssociationOptionsBelongsTo)sets SourceModel.belongsTo(RelatedModel, ...) while as is key of annotated property and options are additional association options
@HasMany(relatedModelGetter: () => typeof Model)sets SourceModel.hasMany(RelatedModel, ...) while as is key of annotated property and foreignKey is resolved from target related class
@HasMany(relatedModelGetter: () => typeof Model, foreignKey: string)sets SourceModel.hasMany(RelatedModel, ...) while as is key of annotated property and foreignKey is explicitly specified value
@HasMany(relatedModelGetter: () => typeof Model, options: AssociationOptionsHasMany)sets SourceModel.hasMany(RelatedModel, ...) while as is key of annotated property and options are additional association options
@HasOne(relatedModelGetter: () => typeof Model)sets SourceModel.hasOne(RelatedModel, ...) while as is key of annotated property and foreignKey is resolved from target related class
@HasOne(relatedModelGetter: () => typeof Model, foreignKey: string)sets SourceModel.hasOne(RelatedModel, ...) while as is key of annotated property and foreignKey is explicitly specified value
@HasOne(relatedModelGetter: () => typeof Model, options: AssociationOptionsHasOne)sets SourceModel.hasOne(RelatedModel, ...) while as is key of

编辑推荐精选

Keevx

Keevx

AI数字人视频创作平台

Keevx 一款开箱即用的AI数字人视频创作平台,广泛适用于电商广告、企业培训与社媒宣传,让全球企业与个人创作者无需拍摄剪辑,就能快速生成多语言、高质量的专业视频。

即梦AI

即梦AI

一站式AI创作平台

提供 AI 驱动的图片、视频生成及数字人等功能,助力创意创作

扣子-AI办公

扣子-AI办公

AI办公助手,复杂任务高效处理

AI办公助手,复杂任务高效处理。办公效率低?扣子空间AI助手支持播客生成、PPT制作、网页开发及报告写作,覆盖科研、商业、舆情等领域的专家Agent 7x24小时响应,生活工作无缝切换,提升50%效率!

TRAE编程

TRAE编程

AI辅助编程,代码自动修复

Trae是一种自适应的集成开发环境(IDE),通过自动化和多元协作改变开发流程。利用Trae,团队能够更快速、精确地编写和部署代码,从而提高编程效率和项目交付速度。Trae具备上下文感知和代码自动完成功能,是提升开发效率的理想工具。

AI工具TraeAI IDE协作生产力转型热门
蛙蛙写作

蛙蛙写作

AI小说写作助手,一站式润色、改写、扩写

蛙蛙写作—国内先进的AI写作平台,涵盖小说、学术、社交媒体等多场景。提供续写、改写、润色等功能,助力创作者高效优化写作流程。界面简洁,功能全面,适合各类写作者提升内容品质和工作效率。

AI辅助写作AI工具蛙蛙写作AI写作工具学术助手办公助手营销助手AI助手
问小白

问小白

全能AI智能助手,随时解答生活与工作的多样问题

问小白,由元石科技研发的AI智能助手,快速准确地解答各种生活和工作问题,包括但不限于搜索、规划和社交互动,帮助用户在日常生活中提高效率,轻松管理个人事务。

热门AI助手AI对话AI工具聊天机器人
Transly

Transly

实时语音翻译/同声传译工具

Transly是一个多场景的AI大语言模型驱动的同声传译、专业翻译助手,它拥有超精准的音频识别翻译能力,几乎零延迟的使用体验和支持多国语言可以让你带它走遍全球,无论你是留学生、商务人士、韩剧美剧爱好者,还是出国游玩、多国会议、跨国追星等等,都可以满足你所有需要同传的场景需求,线上线下通用,扫除语言障碍,让全世界的语言交流不再有国界。

讯飞智文

讯飞智文

一键生成PPT和Word,让学习生活更轻松

讯飞智文是一个利用 AI 技术的项目,能够帮助用户生成 PPT 以及各类文档。无论是商业领域的市场分析报告、年度目标制定,还是学生群体的职业生涯规划、实习避坑指南,亦或是活动策划、旅游攻略等内容,它都能提供支持,帮助用户精准表达,轻松呈现各种信息。

AI办公办公工具AI工具讯飞智文AI在线生成PPTAI撰写助手多语种文档生成AI自动配图热门
讯飞星火

讯飞星火

深度推理能力全新升级,全面对标OpenAI o1

科大讯飞的星火大模型,支持语言理解、知识问答和文本创作等多功能,适用于多种文件和业务场景,提升办公和日常生活的效率。讯飞星火是一个提供丰富智能服务的平台,涵盖科技资讯、图像创作、写作辅助、编程解答、科研文献解读等功能,能为不同需求的用户提供便捷高效的帮助,助力用户轻松获取信息、解决问题,满足多样化使用场景。

热门AI开发模型训练AI工具讯飞星火大模型智能问答内容创作多语种支持智慧生活
Spark-TTS

Spark-TTS

一种基于大语言模型的高效单流解耦语音令牌文本到语音合成模型

Spark-TTS 是一个基于 PyTorch 的开源文本到语音合成项目,由多个知名机构联合参与。该项目提供了高效的 LLM(大语言模型)驱动的语音合成方案,支持语音克隆和语音创建功能,可通过命令行界面(CLI)和 Web UI 两种方式使用。用户可以根据需求调整语音的性别、音高、速度等参数,生成高质量的语音。该项目适用于多种场景,如有声读物制作、智能语音助手开发等。

下拉加载更多