
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。
Decorators and some other features for sequelize (v6).
() => Model?sequelize@6npm 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
SequelizeConfig renamed to SequelizeOptionsmodelPaths property renamed to modelsThe @Scopes and @DefaultScope decorators now take lambda's as options
@DefaultScope(() => ({...})) @Scopes(() => ({...}))
instead of deprecated way:
@DefaultScope({...}) @Scopes({...}))
import { Table, Column, Model, HasMany } from 'sequelize-typescript'; @Table class Person extends Model { @Column name: string; @Column birthday: Date; @HasMany(() => Hobby) hobbies: Hobby[]; }
import { Table, Model } from 'sequelize-typescript'; @Table class Person extends Model {}
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.
@TableThe @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 {}
| Decorator | Description |
|---|---|
@Table | sets 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) |
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, @DeletedAtAnnotations to define custom and type safe createdAt, updatedAt and deletedAt attributes:
@CreatedAt creationDate: Date; @UpdatedAt updatedOn: Date; @DeletedAt deletionDate: Date;
| Decorator | Description |
|---|---|
@CreatedAt | sets timestamps=true and createdAt='creationDate' |
@UpdatedAt | sets timestamps=true and updatedAt='updatedOn' |
@DeletedAt | sets timestamps=true, paranoid=true and deletedAt='deletionDate' |
@ColumnThe @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;
| Decorator | Description |
|---|---|
@Column | tries to infer dataType from js type |
@Column(dataType: DataType) | sets dataType explicitly |
@Column(options: AttributeOptions) | sets attribute options |
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:
| Decorator | Description | Options |
|---|---|---|
@AllowNull(allowNull?: boolean) | sets attribute.allowNull (default is true) | |
@AutoIncrement | sets attribute.autoIncrement=true | |
@Unique(options? UniqueOptions) | sets attribute.unique=true | UniqueOptions |
@Default(value: any) | sets attribute.defaultValue to specified value | |
@PrimaryKey | sets attribute.primaryKey=true | |
@Comment(value: string) | sets attribute.comment to specified string | |
| Validate annotations | see Model validation |
The following types can be automatically inferred from javascript type. Others have to be defined explicitly.
| Design type | Sequelize data type |
|---|---|
string | STRING |
boolean | BOOLEAN |
number | INTEGER |
bigint | BIGINT |
Date | DATE |
Buffer | BLOB |
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); } }
Except for minor variations sequelize-typescript will work like pure sequelize. (See sequelize docs)
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']);
import {Sequelize} from 'sequelize-typescript'; const sequelize = new Sequelize({ ... models: [__dirname + '/**/*.model.ts'] }); // or sequelize.addModels([__dirname + '/**/*.model.ts']);
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
.tsextension within paths will only work together with ts-node.
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();
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(() => {});
Relations can be described directly in the model by the @HasMany, @HasOne, @BelongsTo, @BelongsToMany
and @ForeignKey annotations.
@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)
@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; }
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}>;
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| Decorator | Description |
|---|---|
@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 |


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