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

Vora

Vora

免费创建高清无水印Sora视频

Vora是一个免费创建高清无水印Sora视频的AI工具

Refly.AI

Refly.AI

最适合小白的AI自动化工作流平台

无需编码,轻松生成可复用、可变现的AI自动化工作流

酷表ChatExcel

酷表ChatExcel

大模型驱动的Excel数据处理工具

基于大模型交互的表格处理系统,允许用户通过对话方式完成数据整理和可视化分析。系统采用机器学习算法解析用户指令,自动执行排序、公式计算和数据透视等操作,支持多种文件格式导入导出。数据处理响应速度保持在0.8秒以内,支持超过100万行数据的即时分析。

AI工具酷表ChatExcelAI智能客服AI营销产品使用教程
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
AIWritePaper论文写作

AIWritePaper论文写作

AI论文写作指导平台

AIWritePaper论文写作是一站式AI论文写作辅助工具,简化了选题、文献检索至论文撰写的整个过程。通过简单设定,平台可快速生成高质量论文大纲和全文,配合图表、参考文献等一应俱全,同时提供开题报告和答辩PPT等增值服务,保障数据安全,有效提升写作效率和论文质量。

AI辅助写作AI工具AI论文工具论文写作智能生成大纲数据安全AI助手热门
博思AIPPT

博思AIPPT

AI一键生成PPT,就用博思AIPPT!

博思AIPPT,新一代的AI生成PPT平台,支持智能生成PPT、AI美化PPT、文本&链接生成PPT、导入Word/PDF/Markdown文档生成PPT等,内置海量精美PPT模板,涵盖商务、教育、科技等不同风格,同时针对每个页面提供多种版式,一键自适应切换,完美适配各种办公场景。

AI办公办公工具AI工具博思AIPPTAI生成PPT智能排版海量精品模板AI创作热门
潮际好麦

潮际好麦

AI赋能电商视觉革命,一站式智能商拍平台

潮际好麦深耕服装行业,是国内AI试衣效果最好的软件。使用先进AIGC能力为电商卖家批量提供优质的、低成本的商拍图。合作品牌有Shein、Lazada、安踏、百丽等65个国内外头部品牌,以及国内10万+淘宝、天猫、京东等主流平台的品牌商家,为卖家节省将近85%的出图成本,提升约3倍出图效率,让品牌能够快速上架。

iTerms

iTerms

企业专属的AI法律顾问

iTerms是法大大集团旗下法律子品牌,基于最先进的大语言模型(LLM)、专业的法律知识库和强大的智能体架构,帮助企业扫清合规障碍,筑牢风控防线,成为您企业专属的AI法律顾问。

SimilarWeb流量提升

SimilarWeb流量提升

稳定高效的流量提升解决方案,助力品牌曝光

稳定高效的流量提升解决方案,助力品牌曝光

Sora2视频免费生成

Sora2视频免费生成

最新版Sora2模型免费使用,一键生成无水印视频

最新版Sora2模型免费使用,一键生成无水印视频

下拉加载更多