sequelize
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Sequelize is a promise-based Node.js ORM tool for Postgres, MySQL, MariaDB, SQLite, Microsoft SQL Server, Amazon Redshift and Snowflake’s Data Cloud. It features solid transaction support, relations, eager and lazy loading, read replication and more.
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TypeScript
/**
* The datatypes are used when defining a new model using `Model.init`, like this:
* ```js
* class MyModel extends MyModel {}
* MyModel.init({ column: DataTypes.INTEGER }, { sequelize });
* ```
* When defining a model you can just as easily pass a string as type, but often using the types defined here is beneficial. For example, using `DataTypes.BLOB`, mean
* that that column will be returned as an instance of `Buffer` when being fetched by sequelize.
*
* Some data types have special properties that can be accessed in order to change the data type.
* For example, to get an unsigned integer with zerofill you can do `DataTypes.INTEGER.UNSIGNED.ZEROFILL`.
* The order you access the properties in do not matter, so `DataTypes.INTEGER.ZEROFILL.UNSIGNED` is fine as well. The available properties are listed under each data type.
*
* To provide a length for the data type, you can invoke it like a function: `INTEGER(2)`
*
* Three of the values provided here (`NOW`, `UUIDV1` and `UUIDV4`) are special default values, that should not be used to define types. Instead they are used as shorthands for
* defining default values. For example, to get a uuid field with a default value generated following v1 of the UUID standard:
* ```js
* class MyModel extends Model {}
* MyModel.init({
* uuid: {
* type: DataTypes.UUID,
* defaultValue: DataTypes.UUIDV1,
* primaryKey: true
* }
* }, { sequelize })
* ```
* There may be times when you want to generate your own UUID conforming to some other algorithm. This is accomplised
* using the defaultValue property as well, but instead of specifying one of the supplied UUID types, you return a value
* from a function.
* ```js
* class MyModel extends Model {}
* MyModel.init({
* uuid: {
* type: DataTypes.UUID,
* defaultValue() {
* return generateMyId()
* },
* primaryKey: true
* }
* }, { sequelize })
* ```
*/
/**
*
*/
export type DataType = string | AbstractDataTypeConstructor | AbstractDataType;
export const ABSTRACT: AbstractDataTypeConstructor;
interface AbstractDataTypeConstructor {
key: string;
warn(link: string, text: string): void;
new (): AbstractDataType;
(): AbstractDataType;
}
export interface AbstractDataType {
key: string;
dialectTypes: string;
toSql(): string;
stringify(value: unknown, options?: object): string;
toString(options: object): string;
}
/**
* A variable length string. Default length 255
*/
export const STRING: StringDataTypeConstructor;
interface StringDataTypeConstructor extends AbstractDataTypeConstructor {
new (length?: number, binary?: boolean): StringDataType;
new (options?: StringDataTypeOptions): StringDataType;
(length?: number, binary?: boolean): StringDataType;
(options?: StringDataTypeOptions): StringDataType;
}
export interface StringDataType extends AbstractDataType {
options?: StringDataTypeOptions;
BINARY: this;
validate(value: unknown): boolean;
}
export interface StringDataTypeOptions {
length?: number;
binary?: boolean;
}
/**
* A fixed length string. Default length 255
*/
export const CHAR: CharDataTypeConstructor;
interface CharDataTypeConstructor extends StringDataTypeConstructor {
new (length?: number, binary?: boolean): CharDataType;
new (options?: CharDataTypeOptions): CharDataType;
(length?: number, binary?: boolean): CharDataType;
(options?: CharDataTypeOptions): CharDataType;
}
export interface CharDataType extends StringDataType {
options: CharDataTypeOptions;
}
export interface CharDataTypeOptions extends StringDataTypeOptions {}
export type TextLength = 'tiny' | 'medium' | 'long';
/**
* An (un)limited length text column. Available lengths: `tiny`, `medium`, `long`
*/
export const TEXT: TextDataTypeConstructor;
interface TextDataTypeConstructor extends AbstractDataTypeConstructor {
new (length?: TextLength): TextDataType;
new (options?: TextDataTypeOptions): TextDataType;
(length?: TextLength): TextDataType;
(options?: TextDataTypeOptions): TextDataType;
}
export interface TextDataType extends AbstractDataType {
options: TextDataTypeOptions;
validate(value: unknown): boolean;
}
export interface TextDataTypeOptions {
length?: TextLength;
}
export const NUMBER: NumberDataTypeConstructor;
interface NumberDataTypeConstructor extends AbstractDataTypeConstructor {
options: NumberDataTypeOptions;
UNSIGNED: this;
ZEROFILL: this;
new (options?: NumberDataTypeOptions): NumberDataType;
(options?: NumberDataTypeOptions): NumberDataType;
validate(value: unknown): boolean;
}
export interface NumberDataType extends AbstractDataType {
options: NumberDataTypeOptions;
UNSIGNED: this;
ZEROFILL: this;
validate(value: unknown): boolean;
}
export interface IntegerDataTypeOptions {
length?: number;
zerofill?: boolean;
unsigned?: boolean;
}
export interface NumberDataTypeOptions extends IntegerDataTypeOptions {
decimals?: number;
precision?: number;
scale?: number;
}
/**
* A 8 bit integer.
*/
export const TINYINT: TinyIntegerDataTypeConstructor;
interface TinyIntegerDataTypeConstructor extends NumberDataTypeConstructor {
new (options?: IntegerDataTypeOptions): TinyIntegerDataType;
(options?: IntegerDataTypeOptions): TinyIntegerDataType;
}
export interface TinyIntegerDataType extends NumberDataType {
options: IntegerDataTypeOptions;
}
/**
* A 16 bit integer.
*/
export const SMALLINT: SmallIntegerDataTypeConstructor;
interface SmallIntegerDataTypeConstructor extends NumberDataTypeConstructor {
new (options?: IntegerDataTypeOptions): SmallIntegerDataType;
(options?: IntegerDataTypeOptions): SmallIntegerDataType;
}
export interface SmallIntegerDataType extends NumberDataType {
options: IntegerDataTypeOptions;
}
/**
* A 24 bit integer.
*/
export const MEDIUMINT: MediumIntegerDataTypeConstructor;
interface MediumIntegerDataTypeConstructor extends NumberDataTypeConstructor {
new (options?: IntegerDataTypeOptions): MediumIntegerDataType;
(options?: IntegerDataTypeOptions): MediumIntegerDataType;
}
export interface MediumIntegerDataType extends NumberDataType {
options: IntegerDataTypeOptions;
}
/**
* A 32 bit integer.
*/
export const INTEGER: IntegerDataTypeConstructor;
interface IntegerDataTypeConstructor extends NumberDataTypeConstructor {
new (options?: NumberDataTypeOptions): IntegerDataType;
(options?: NumberDataTypeOptions): IntegerDataType;
}
export interface IntegerDataType extends NumberDataType {
options: NumberDataTypeOptions;
}
/**
* A 64 bit integer.
*
* Available properties: `UNSIGNED`, `ZEROFILL`
*
*/
export const BIGINT: BigIntDataTypeConstructor;
interface BigIntDataTypeConstructor extends NumberDataTypeConstructor {
new (options?: IntegerDataTypeOptions): BigIntDataType;
(options?: IntegerDataTypeOptions): BigIntDataType;
}
export interface BigIntDataType extends NumberDataType {
options: IntegerDataTypeOptions;
}
/**
* Floating point number (4-byte precision). Accepts one or two arguments for precision
*/
export const FLOAT: FloatDataTypeConstructor;
interface FloatDataTypeConstructor extends NumberDataTypeConstructor {
new (length?: number, decimals?: number): FloatDataType;
new (options?: FloatDataTypeOptions): FloatDataType;
(length?: number, decimals?: number): FloatDataType;
(options?: FloatDataTypeOptions): FloatDataType;
}
export interface FloatDataType extends NumberDataType {
options: FloatDataTypeOptions;
}
export interface FloatDataTypeOptions {
length?: number;
decimals?: number;
}
/**
* Floating point number (4-byte precision). Accepts one or two arguments for precision
*/
export const REAL: RealDataTypeConstructor;
interface RealDataTypeConstructor extends NumberDataTypeConstructor {
new (length?: number, decimals?: number): RealDataType;
new (options?: RealDataTypeOptions): RealDataType;
(length?: number, decimals?: number): RealDataType;
(options?: RealDataTypeOptions): RealDataType;
}
export interface RealDataType extends NumberDataType {
options: RealDataTypeOptions;
}
export interface RealDataTypeOptions {
length?: number;
decimals?: number;
}
/**
* Floating point number (8-byte precision). Accepts one or two arguments for precision
*/
export const DOUBLE: DoubleDataTypeConstructor;
interface DoubleDataTypeConstructor extends NumberDataTypeConstructor {
new (length?: number, decimals?: number): DoubleDataType;
new (options?: DoubleDataTypeOptions): DoubleDataType;
(length?: number, decimals?: number): DoubleDataType;
(options?: DoubleDataTypeOptions): DoubleDataType;
}
export interface DoubleDataType extends NumberDataType {
options: DoubleDataTypeOptions;
}
export interface DoubleDataTypeOptions {
length?: number;
decimals?: number;
}
/**
* Decimal number. Accepts one or two arguments for precision
*/
export const DECIMAL: DecimalDataTypeConstructor;
interface DecimalDataTypeConstructor extends NumberDataTypeConstructor {
PRECISION: this;
SCALE: this;
new (precision?: number, scale?: number): DecimalDataType;
new (options?: DecimalDataTypeOptions): DecimalDataType;
(precision?: number, scale?: number): DecimalDataType;
(options?: DecimalDataTypeOptions): DecimalDataType;
}
export interface DecimalDataType extends NumberDataType {
options: DecimalDataTypeOptions;
}
export interface DecimalDataTypeOptions {
precision?: number;
scale?: number;
}
/**
* A boolean / tinyint column, depending on dialect
*/
export const BOOLEAN: AbstractDataTypeConstructor;
/**
* A time column
*/
export const TIME: AbstractDataTypeConstructor;
/**
* A datetime column
*/
export const DATE: DateDataTypeConstructor;
interface DateDataTypeConstructor extends AbstractDataTypeConstructor {
new (length?: string | number): DateDataType;
new (options?: DateDataTypeOptions): DateDataType;
(length?: string | number): DateDataType;
(options?: DateDataTypeOptions): DateDataType;
}
export interface DateDataType extends AbstractDataType {
options: DateDataTypeOptions;
}
export interface DateDataTypeOptions {
length?: string | number;
}
/**
* A date only column
*/
export const DATEONLY: DateOnlyDataTypeConstructor;
interface DateOnlyDataTypeConstructor extends AbstractDataTypeConstructor {
new (): DateOnlyDataType;
(): DateOnlyDataType;
}
export interface DateOnlyDataType extends AbstractDataType {
}
/**
* A key / value column. Only available in postgres.
*/
export const HSTORE: AbstractDataTypeConstructor;
/**
* A JSON string column. Only available in postgres.
*/
export const JSON: AbstractDataTypeConstructor;
/**
* A pre-processed JSON data column. Only available in postgres.
*/
export const JSONB: AbstractDataTypeConstructor;
/**
* A default value of the current timestamp
*/
export const NOW: AbstractDataTypeConstructor;
/**
* Binary storage. Available lengths: `tiny`, `medium`, `long`
*/
export const BLOB: BlobDataTypeConstructor;
export type BlobSize = 'tiny' | 'medium' | 'long';
interface BlobDataTypeConstructor extends AbstractDataTypeConstructor {
new (length?: BlobSize): BlobDataType;
new (options?: BlobDataTypeOptions): BlobDataType;
(length?: BlobSize): BlobDataType;
(options?: BlobDataTypeOptions): BlobDataType;
}
export interface BlobDataType extends AbstractDataType {
options: BlobDataTypeOptions;
escape: boolean;
}
export interface BlobDataTypeOptions {
length?: BlobSize;
escape?: boolean;
}
/**
* Range types are data types representing a range of values of some element type (called the range's subtype).
* Only available in postgres.
*
* See [Postgres documentation](http://www.postgresql.org/docs/9.4/static/rangetypes.html) for more details
*/
export const RANGE: RangeDataTypeConstructor;
export type RangeableDataType =
| IntegerDataTypeConstructor
| IntegerDataType
| BigIntDataTypeConstructor
| BigIntDataType
| DecimalDataTypeConstructor
| DecimalDataType
| DateOnlyDataTypeConstructor
| DateOnlyDataType
| DateDataTypeConstructor
| DateDataType;
interface RangeDataTypeConstructor extends AbstractDataTypeConstructor {
new <T extends RangeableDataType>(subtype?: T): RangeDataType<T>;
new <T extends RangeableDataType>(options: RangeDataTypeOptions<T>): RangeDataType<T>;
<T extends RangeableDataType>(subtype?: T): RangeDataType<T>;
<T extends RangeableDataType>(options: RangeDataTypeOptions<T>): RangeDataType<T>;
}
export interface RangeDataType<T extends RangeableDataType> extends AbstractDataType {
options: RangeDataTypeOptions<T>;
}
export interface RangeDataTypeOptions<T extends RangeableDataType> {
subtype?: T;
}
/**
* A column storing a unique universal identifier. Use with `UUIDV1` or `UUIDV4` for default values.
*/
export const UUID: AbstractDataTypeConstructor;
/**
* A default unique universal identifier generated following the UUID v1 standard
*/
export const UUIDV1: AbstractDataTypeConstructor;
/**
* A default unique universal identifier generated following the UUID v4 standard
*/
export const UUIDV4: AbstractDataTypeConstructor;
/**
* A virtual value that is not stored in the DB. This could for example be useful if you want to provide a default value in your model that is returned to the user but not stored in the DB.
*
* You could also use it to validate a value before permuting and storing it. Checking password length before hashing it for example:
* ```js
* class User extends Model {}
* User.init({
* password_hash: DataTypes.STRING,
* password: {
* type: DataTypes.VIRTUAL,
* set (val) {
* this.setDataValue('password', val); // Remember to set the data value, otherwise it won't be validated
* this.setDataValue('password_hash', this.salt + val);
* },
* validate: {
* isLongEnough (val) {
* if (val.length < 7) {
* throw new Error("Please choose a longer password")
* }
* }
* }
* }
* }, { sequelize });
* ```
*
* VIRTUAL also takes a return type and dependency fields as arguments
* If a virtual attribute is present in `attributes` it will automatically pull in the extra fields as well.
* Return type is mostly useful for setups that rely on types like GraphQL.
* ```js
* {
* active: {
* type: new DataTypes.VIRTUAL(DataTypes.BOOLEAN, ['createdAt']),
* get() {
* return this.get('createdAt') > Date.now() - (7 * 24 * 60 * 60 * 1000)
* }
* }
* }
* ```
*
* In the above code the password is stored plainly in the password field so it can be validated, but is never stored in the DB.
*/
export const VIRTUAL: VirtualDataTypeConstructor;
interface VirtualDataTypeConstructor extends AbstractDataTypeConstructor {
new <T extends AbstractDataTypeConstructor | AbstractDataType>(ReturnType: T, fields?: string[]): VirtualDataType<
T
>;
<T extends AbstractDataTypeConstructor | AbstractDataType>(ReturnType: T, fields?: string[]): VirtualDataType<T>;
}
export interface VirtualDataType<T extends AbstractDataTypeConstructor | AbstractDataType> extends AbstractDataType {
returnType: T;
fields: string[];
}
/**
* An enumeration. `DataTypes.ENUM('value', 'another value')`.
*/
export const ENUM: EnumDataTypeConstructor;
interface EnumDataTypeConstructor extends AbstractDataTypeConstructor {
new <T extends string>(...values: T[]): EnumDataType<T>;
new <T extends string>(options: EnumDataTypeOptions<T>): EnumDataType<T>;
<T extends string>(...values: T[]): EnumDataType<T>;
<T extends string>(options: EnumDataTypeOptions<T>): EnumDataType<T>;
}
export interface EnumDataType<T extends string> extends AbstractDataType {
values: T[];
options: EnumDataTypeOptions<T>;
}
export interface EnumDataTypeOptions<T extends string> {
values: T[];
}
/**
* An array of `type`, e.g. `DataTypes.ARRAY(DataTypes.DECIMAL)`. Only available in postgres.
*/
export const ARRAY: ArrayDataTypeConstructor;
interface ArrayDataTypeConstructor extends AbstractDataTypeConstructor {
new <T extends AbstractDataTypeConstructor | AbstractDataType>(type: T): ArrayDataType<T>;
new <T extends AbstractDataTypeConstructor | AbstractDataType>(options: ArrayDataTypeOptions<T>): ArrayDataType<T>;
<T extends AbstractDataTypeConstructor | AbstractDataType>(type: T): ArrayDataType<T>;
<T extends AbstractDataTypeConstructor | AbstractDataType>(options: ArrayDataTypeOptions<T>): ArrayDataType<T>;
is<T extends AbstractDataTypeConstructor | AbstractDataType>(obj: unknown, type: T): obj is ArrayDataType<T>;
}
export interface ArrayDataType<T extends AbstractDataTypeConstructor | AbstractDataType> extends AbstractDataType {
options: ArrayDataTypeOptions<T>;
}
export interface ArrayDataTypeOptions<T extends AbstractDataTypeConstructor | AbstractDataType> {
type: T;
}
/**
* A geometry datatype represents two dimensional spacial objects.
*/
export const GEOMETRY: GeometryDataTypeConstructor;
interface GeometryDataTypeConstructor extends AbstractDataTypeConstructor {
new (type: string, srid?: number): GeometryDataType;
new (options: GeometryDataTypeOptions): GeometryDataType;
(type: string, srid?: number): GeometryDataType;
(options: GeometryDataTypeOptions): GeometryDataType;
}
export interface GeometryDataType extends AbstractDataType {
options: GeometryDataTypeOptions;
type: string;
srid?: number;
escape: boolean;
}
export interface GeometryDataTypeOptions {
type: string;
srid?: number;
}
/**
* A geography datatype represents two dimensional spacial objects in an elliptic coord system.
*/
export const GEOGRAPHY: GeographyDataTypeConstructor;
interface GeographyDataTypeConstructor extends AbstractDataTypeConstructor {
new (type: string, srid?: number): GeographyDataType;
new (options: GeographyDataTypeOptions): GeographyDataType;
(type: string, srid?: number): GeographyDataType;
(options: GeographyDataTypeOptions): GeographyDataType;
}
export interface GeographyDataType extends AbstractDataType {
options: GeographyDataTypeOptions;
type: string;
srid?: number;
escape: boolean;
}
export interface GeographyDataTypeOptions {
type: string;
srid?: number;
}
export const CIDR: AbstractDataTypeConstructor;
export const INET: AbstractDataTypeConstructor;
export const MACADDR: AbstractDataTypeConstructor;
/**
* Case-insensitive text
*/
export const CITEXT: AbstractDataTypeConstructor;
/**
* Full text search vector. Only available in postgres.
*/
export const TSVECTOR: AbstractDataTypeConstructor;
// umzug compatibility
export type DataTypeAbstract = AbstractDataTypeConstructor;