Install
Npm
$ npm install @sinclair/typebox --save
Example
import { Type, type Static } from '@sinclair/typebox'
const T = Type.Object({ // const T = {
x: Type.Number(), // type: 'object',
y: Type.Number(), // required: ['x', 'y', 'z'],
z: Type.Number() // properties: {
}) // x: { type: 'number' },
// y: { type: 'number' },
// z: { type: 'number' }
// }
// }
type T = Static<typeof T> // type T = {
// x: number,
// y: number,
// z: number
// }
Overview
TypeBox is a runtime type builder that creates in-memory JSON Schema objects that can be statically inferred as TypeScript types. The schemas produced by this library are designed to match the static type assertion rules of the TypeScript compiler. TypeBox enables one to create a unified type that can be statically checked by TypeScript and runtime asserted using standard JSON Schema validation.
This library is designed to enable JSON schema to compose with the same flexibility as TypeScript's type system. It can be used as a simple tool to build up complex schemas or integrated into REST or RPC services to help validate data received over the wire.
License MIT
Contents
- Install
- Overview
- Usage
- Types
- Values
- TypeRegistry
- TypeCheck
- TypeSystem
- Error Function
- Workbench
- Codegen
- Ecosystem
- Benchmark
- Contribute
Usage
The following shows general usage.
import { Type, type Static } from '@sinclair/typebox'
//--------------------------------------------------------------------------------------------
//
// Let's say you have the following type ...
//
//--------------------------------------------------------------------------------------------
type T = {
id: string,
name: string,
timestamp: number
}
//--------------------------------------------------------------------------------------------
//
// ... you can express this type in the following way.
//
//--------------------------------------------------------------------------------------------
const T = Type.Object({ // const T = {
id: Type.String(), // type: 'object',
name: Type.String(), // properties: {
timestamp: Type.Integer() // id: {
}) // type: 'string'
// },
// name: {
// type: 'string'
// },
// timestamp: {
// type: 'integer'
// }
// },
// required: [
// 'id',
// 'name',
// 'timestamp'
// ]
// }
//--------------------------------------------------------------------------------------------
//
// ... then infer back to the original static type this way.
//
//--------------------------------------------------------------------------------------------
type T = Static<typeof T> // type T = {
// id: string,
// name: string,
// timestamp: number
// }
//--------------------------------------------------------------------------------------------
//
// ... then use the type both as Json Schema and as a TypeScript type.
//
//--------------------------------------------------------------------------------------------
import { Value } from '@sinclair/typebox/value'
function receive(value: T) { // ... as a Static Type
if(Value.Check(T, value)) { // ... as a Json Schema
// ok...
}
}
Types
TypeBox types are Json Schema fragments that compose into more complex types. Each fragment is structured such that any Json Schema compliant validator can runtime assert a value the same way TypeScript will statically assert a type. TypeBox offers a set of Json Types which are used to create Json Schema compliant schematics as well as a JavaScript type set used to create schematics for constructs native to JavaScript.
Json Types
The following table lists the supported Json types. These types are fully compatible with the Json Schema Draft 7 specification.
┌────────────────────────────────┬─────────────────────────────┬────────────────────────────────┐
│ TypeBox │ TypeScript │ Json Schema │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Any() │ type T = any │ const T = { } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Unknown() │ type T = unknown │ const T = { } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.String() │ type T = string │ const T = { │
│ │ │ type: 'string' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Number() │ type T = number │ const T = { │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Integer() │ type T = number │ const T = { │
│ │ │ type: 'integer' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Boolean() │ type T = boolean │ const T = { │
│ │ │ type: 'boolean' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Null() │ type T = null │ const T = { │
│ │ │ type: 'null' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Literal(42) │ type T = 42 │ const T = { │
│ │ │ const: 42, │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Array( │ type T = number[] │ const T = { │
│ Type.Number() │ │ type: 'array', │
│ ) │ │ items: { │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Object({ │ type T = { │ const T = { │
│ x: Type.Number(), │ x: number, │ type: 'object', │
│ y: Type.Number() │ y: number │ required: ['x', 'y'], │
│ }) │ } │ properties: { │
│ │ │ x: { │
│ │ │ type: 'number' │
│ │ │ }, │
│ │ │ y: { │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Tuple([ │ type T = [number, number] │ const T = { │
│ Type.Number(), │ │ type: 'array', │
│ Type.Number() │ │ items: [{ │
│ ]) │ │ type: 'number' │
│ │ │ }, { │
│ │ │ type: 'number' │
│ │ │ }], │
│ │ │ additionalItems: false, │
│ │ │ minItems: 2, │
│ │ │ maxItems: 2 │
│ │ │ } │
│ │ │ │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ enum Foo { │ enum Foo { │ const T = { │
│ A, │ A, │ anyOf: [{ │
│ B │ B │ type: 'number', │
│ } │ } │ const: 0 │
│ │ │ }, { │
│ const T = Type.Enum(Foo) │ type T = Foo │ type: 'number', │
│ │ │ const: 1 │
│ │ │ }] │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Const({ │ type T = { │ const T = { │
│ x: 1, │ readonly x: 1, │ type: 'object', │
│ y: 2, │ readonly y: 2 │ required: ['x', 'y'], │
│ } as const) │ } │ properties: { │
│ │ │ x: { │
│ │ │ type: 'number', │
│ │ │ const: 1 │
│ │ │ }, │
│ │ │ y: { │
│ │ │ type: 'number', │
│ │ │ const: 2 │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.KeyOf( │ type T = keyof { │ const T = { │
│ Type.Object({ │ x: number, │ anyOf: [{ │
│ x: Type.Number(), │ y: number │ type: 'string', │
│ y: Type.Number() │ } │ const: 'x' │
│ }) │ │ }, { │
│ ) │ │ type: 'string', │
│ │ │ const: 'y' │
│ │ │ }] │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Union([ │ type T = string | number │ const T = { │
│ Type.String(), │ │ anyOf: [{ │
│ Type.Number() │ │ type: 'string' │
│ ]) │ │ }, { │
│ │ │ type: 'number' │
│ │ │ }] │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Intersect([ │ type T = { │ const T = { │
│ Type.Object({ │ x: number │ allOf: [{ │
│ x: Type.Number() │ } & { │ type: 'object', │
│ }), │ y: number │ required: ['x'], │
│ Type.Object({ │ } │ properties: { │
│ y: Type.Number() │ │ x: { │
│ ]) │ │ type: 'number' │
│ ]) │ │ } │
│ │ │ } │
│ │ │ }, { │
│ │ │ type: 'object', |
│ │ │ required: ['y'], │
│ │ │ properties: { │
│ │ │ y: { │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ }] │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Composite([ │ type T = { │ const T = { │
│ Type.Object({ │ x: number, │ type: 'object', │
│ x: Type.Number() │ y: number │ required: ['x', 'y'], │
│ }), │ } │ properties: { │
│ Type.Object({ │ │ x: { │
│ y: Type.Number() │ │ type: 'number' │
│ }) │ │ }, │
│ ]) │ │ y: { │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Never() │ type T = never │ const T = { │
│ │ │ not: {} │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Not( | type T = unknown │ const T = { │
│ Type.String() │ │ not: { │
│ ) │ │ type: 'string' │
│ │ │ } │
│ │ │ } │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Extends( │ type T = │ const T = { │
│ Type.String(), │ string extends number │ const: false, │
│ Type.Number(), │ ? true │ type: 'boolean' │
│ Type.Literal(true), │ : false │ } │
│ Type.Literal(false) │ │ │
│ ) │ │ │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Extract( │ type T = Extract< │ const T = { │
│ Type.Union([ │ string | number, │ type: 'string' │
│ Type.String(), │ string │ } │
│ Type.Number(), │ > │ │
│ ]), │ │ │
│ Type.String() │ │ │
│ ) │ │ │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Exclude( │ type T = Exclude< │ const T = { │
│ Type.Union([ │ string | number, │ type: 'number' │
│ Type.String(), │ string │ } │
│ Type.Number(), │ > │ │
│ ]), │ │ │
│ Type.String() │ │ │
│ ) │ │ │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Mapped( │ type T = { │ const T = { │
│ Type.Union([ │ [_ in 'x' | 'y'] : number │ type: 'object', │
│ Type.Literal('x'), │ } │ required: ['x', 'y'], │
│ Type.Literal('y') │ │ properties: { │
│ ]), │ │ x: { │
│ () => Type.Number() │ │ type: 'number' │
│ ) │ │ }, │
│ │ │ y: { │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const U = Type.Union([ │ type U = 'open' | 'close' │ const T = { │
│ Type.Literal('open'), │ │ type: 'string', │
│ Type.Literal('close') │ type T = `on${U}` │ pattern: '^on(open|close)$' │
│ ]) │ │ } │
│ │ │ │
│ const T = Type │ │ │
│ .TemplateLiteral([ │ │ │
│ Type.Literal('on'), │ │ │
│ U │ │ │
│ ]) │ │ │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Record( │ type T = Record< │ const T = { │
│ Type.String(), │ string, │ type: 'object', │
│ Type.Number() │ number │ patternProperties: { │
│ ) │ > │ '^.*$': { │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Partial( │ type T = Partial<{ │ const T = { │
│ Type.Object({ │ x: number, │ type: 'object', │
│ x: Type.Number(), │ y: number │ properties: { │
│ y: Type.Number() | }> │ x: { │
│ }) │ │ type: 'number' │
│ ) │ │ }, │
│ │ │ y: { │
│ │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Required( │ type T = Required<{ │ const T = { │
│ Type.Object({ │ x?: number, │ type: 'object', │
│ x: Type.Optional( │ y?: number │ required: ['x', 'y'], │
│ Type.Number() | }> │ properties: { │
│ ), │ │ x: { │
│ y: Type.Optional( │ │ type: 'number' │
│ Type.Number() │ │ }, │
│ ) │ │ y: { │
│ }) │ │ type: 'number' │
│ ) │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Pick( │ type T = Pick<{ │ const T = { │
│ Type.Object({ │ x: number, │ type: 'object', │
│ x: Type.Number(), │ y: number │ required: ['x'], │
│ y: Type.Number() │ }, 'x'> │ properties: { │
│ }), ['x'] | │ x: { │
│ ) │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Omit( │ type T = Omit<{ │ const T = { │
│ Type.Object({ │ x: number, │ type: 'object', │
│ x: Type.Number(), │ y: number │ required: ['y'], │
│ y: Type.Number() │ }, 'x'> │ properties: { │
│ }), ['x'] | │ y: { │
│ ) │ │ type: 'number' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Index( │ type T = { │ const T = { │
│ Type.Object({ │ x: number, │ type: 'number' │
│ x: Type.Number(), │ y: string │ } │
│ y: Type.String() │ }['x'] │ │
│ }), ['x'] │ │ │
│ ) │ │ │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const A = Type.Tuple([ │ type A = [0, 1] │ const T = { │
│ Type.Literal(0), │ type B = [2, 3] │ type: 'array', │
│ Type.Literal(1) │ type T = [ │ items: [ │
│ ]) │ ...A, │ { const: 0 }, │
│ const B = Type.Tuple([ │ ...B │ { const: 1 }, │
| Type.Literal(2), │ ] │ { const: 2 }, │
| Type.Literal(3) │ │ { const: 3 } │
│ ]) │ │ ], │
│ const T = Type.Tuple([ │ │ additionalItems: false, │
| ...Type.Rest(A), │ │ minItems: 4, │
| ...Type.Rest(B) │ │ maxItems: 4 │
│ ]) │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Uncapitalize( │ type T = Uncapitalize< │ const T = { │
│ Type.Literal('Hello') │ 'Hello' │ type: 'string', │
│ ) │ > │ const: 'hello' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Capitalize( │ type T = Capitalize< │ const T = { │
│ Type.Literal('hello') │ 'hello' │ type: 'string', │
│ ) │ > │ const: 'Hello' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Uppercase( │ type T = Uppercase< │ const T = { │
│ Type.Literal('hello') │ 'hello' │ type: 'string', │
│ ) │ > │ const: 'HELLO' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Lowercase( │ type T = Lowercase< │ const T = { │
│ Type.Literal('HELLO') │ 'HELLO' │ type: 'string', │
│ ) │ > │ const: 'hello' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Object({ │ type T = { │ const R = { │
│ x: Type.Number(), │ x: number, │ $ref: 'T' │
│ y: Type.Number() │ y: number │ } │
│ }, { $id: 'T' }) | } │ │
│ │ │ │
│ const R = Type.Ref(T) │ type R = T │ │
│ │ │ │
│ │ │ │
│ │ │ │
│ │ │ │
└────────────────────────────────┴─────────────────────────────┴────────────────────────────────┘
JavaScript Types
TypeBox provides an extended type set that can be used to create schematics for common JavaScript constructs. These types can not be used with any standard Json Schema validator; but can be used to frame schematics for interfaces that may receive Json validated data. JavaScript types are prefixed with the [JavaScript]
jsdoc comment for convenience. The following table lists the supported types.
┌────────────────────────────────┬─────────────────────────────┬────────────────────────────────┐
│ TypeBox │ TypeScript │ Extended Schema │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Constructor([ │ type T = new ( │ const T = { │
│ Type.String(), │ arg0: string, │ type: 'Constructor', │
│ Type.Number() │ arg0: number │ parameters: [{ │
│ ], Type.Boolean()) │ ) => boolean │ type: 'string' │
│ │ │ }, { │
│ │ │ type: 'number' │
│ │ │ }], │
│ │ │ returns: { │
│ │ │ type: 'boolean' │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Function([ │ type T = ( │ const T = { │
| Type.String(), │ arg0: string, │ type: 'Function', │
│ Type.Number() │ arg1: number │ parameters: [{ │
│ ], Type.Boolean()) │ ) => boolean │ type: 'string' │
│ │ │ }, { │
│ │ │ type: 'number' │
│ │ │ }], │
│ │ │ returns: { │
│ │ │ type: 'boolean' │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Promise( │ type T = Promise<string> │ const T = { │
│ Type.String() │ │ type: 'Promise', │
│ ) │ │ item: { │
│ │ │ type: 'string' │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = │ type T = │ const T = { │
│ Type.AsyncIterator( │ AsyncIterableIterator< │ type: 'AsyncIterator', │
│ Type.String() │ string │ items: { │
│ ) │ > │ type: 'string' │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Iterator( │ type T = │ const T = { │
│ Type.String() │ IterableIterator<string> │ type: 'Iterator', │
│ ) │ │ items: { │
│ │ │ type: 'string' │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.RegExp(/abc/) │ type T = string │ const T = { │
│ │ │ type: 'string' │
│ │ │ pattern: 'abc' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Uint8Array() │ type T = Uint8Array │ const T = { │
│ │ │ type: 'Uint8Array' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Date() │ type T = Date │ const T = { │
│ │ │ type: 'Date' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Undefined() │ type T = undefined │ const T = { │
│ │ │ type: 'undefined' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Symbol() │ type T = symbol │ const T = { │
│ │ │ type: 'symbol' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.BigInt() │ type T = bigint │ const T = { │
│ │ │ type: 'bigint' │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Void() │ type T = void │ const T = { │
│ │ │ type: 'void' │
│ │ │ } │
│ │ │ │
└────────────────────────────────┴─────────────────────────────┴────────────────────────────────┘
Options
You can pass Json Schema options on the last argument of any type. Option hints specific to each type are provided for convenience.
// String must be an email
const T = Type.String({ // const T = {
format: 'email' // type: 'string',
}) // format: 'email'
// }
// Number must be a multiple of 2
const T = Type.Number({ // const T = {
multipleOf: 2 // type: 'number',
}) // multipleOf: 2
// }
// Array must have at least 5 integer values
const T = Type.Array(Type.Integer(), { // const T = {
minItems: 5 // type: 'array',
}) // minItems: 5,
// items: {
// type: 'integer'
// }
// }
Properties
Object properties can be modified with Readonly and Optional. The following table shows how these modifiers map between TypeScript and Json Schema.
┌────────────────────────────────┬─────────────────────────────┬────────────────────────────────┐
│ TypeBox │ TypeScript │ Json Schema │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Object({ │ type T = { │ const T = { │
│ name: Type.ReadonlyOptional( │ readonly name?: string │ type: 'object', │
│ Type.String() │ } │ properties: { │
│ ) │ │ name: { │
│ }) │ │ type: 'string' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Object({ │ type T = { │ const T = { │
│ name: Type.Readonly( │ readonly name: string │ type: 'object', │
│ Type.String() │ } │ properties: { │
│ ) │ │ name: { │
│ }) │ │ type: 'string' │
│ │ │ } │
│ │ │ }, │
│ │ │ required: ['name'] │
│ │ │ } │
│ │ │ │
├────────────────────────────────┼─────────────────────────────┼────────────────────────────────┤
│ const T = Type.Object({ │ type T = { │ const T = { │
│ name: Type.Optional( │ name?: string │ type: 'object', │
│ Type.String() │ } │ properties: { │
│ ) │ │ name: { │
│ }) │ │ type: 'string' │
│ │ │ } │
│ │ │ } │
│ │ │ } │
│ │ │ │
└────────────────────────────────┴─────────────────────────────┴────────────────────────────────┘
Import Types
TypeBox supports a modular type system. For most users, importing the full type system is generally recommended as it offers the best overall user experience as well as enabling easier discovery of available types.
import { Type } from '@sinclair/typebox' // 34.9 kb minified
const T = Type.Object({
x: Type.Number(),
y: Type.Number()
})
For developers building for resource constrained environments, selective imports can allow bundle optimizers to tree shake unused types. This can dramatically reduce bundle output sizes.
import { Object, Number } from '@sinclair/typebox' // 6.4 kb minified
const T = Object({
x: Number(),
y: Number()
})
For additional information on bundle optimizations, refer to the documentation provided by your bundler of choice.
Generic Types
Generic types can be created with generic functions. All types extend the base type TSchema. It is common to constrain generic function arguments to this type. The following creates a generic Vector type.
import { Type, type Static, type TSchema } from '@sinclair/typebox'
const Vector = <T extends TSchema>(t: T) => Type.Object({ x: t, y: t, z: t })
const NumberVector = Vector(Type.Number()) // const NumberVector = {
// type: 'object',
// required: ['x', 'y', 'z'],
// properties: {
// x: { type: 'number' },
// y: { type: 'number' },
// z: { type: 'number' }
// }
// }
type NumberVector = Static<typeof NumberVector> // type NumberVector = {
// x: number,
// y: number,
// z: number
// }
Generic types are often used to create aliases for more complex types. The following creates a Nullable generic type.
const Nullable = <T extends TSchema>(schema: T) => Type.Union([schema, Type.Null()])
const T = Nullable(Type.String()) // const T = {
// anyOf: [
// { type: 'string' },
// { type: 'null' }
// ]
// }
type T = Static<typeof T> // type T = string | null
Reference Types
Reference types can be created with Type.Ref. These types infer the same as the target type.
const Vector = Type.Object({ // const Vector = {
x: Type.Number(), // type: 'object',
y: Type.Number(), // required: ['x', 'y', 'z'],
}, { $id: 'Vector' }) // properties: {
// x: { type: 'number' },
// y: { type: 'number' }
// },
// $id: 'Vector'
// }
const VectorRef = Type.Ref(Vector) // const VectorRef = {
// $ref: 'Vector'
// }
type VectorRef = Static<typeof VectorRef> // type VectorRef = {
// x: number,
// y: number
// }
Use Type.Deref to dereference a type. This type will recursively reconstruct interior referenced types.
const Vertex = Type.Object({ // const Vertex = {
position: VectorRef, // type: 'object',
texcoord: VectorRef, // required: ['position', 'texcoord'],
}) // properties: {
// position: { $ref: 'Vector' },
// texcoord: { $ref: 'Vector' }
// }
// }
const VertexDeref = Type.Deref(Vertex, [Vector]) // const VertexDeref = {
// type: 'object',
// required: ['position', 'texcoord'],
// properties: {
// position: {
// type: 'object',
// required: ['x', 'y', 'z'],
// properties: {
// x: { type: 'number' },
// y: { type: 'number' }
// }
// },
// texcoord: {
// type: 'object',
// required: ['x', 'y', 'z'],
// properties: {
// x: { type: 'number' },
// y: { type: 'number' }
// }
// }
// }
// }
Note that reference types do not contain structural information about the type they're referencing. This means they cannot be used directly with some type mapping types (such as Partial) that require structural information to operate. For applications that need mapping on references, use Type.Deref to dereference the type first.
Recursive Types
TypeBox supports singular recursive data structures. Recursive type inference is also supported. The following creates a recursive Node data structure.
const Node = Type.Recursive(This => Type.Object({ // const Node = {
id: Type.String(), // $id: 'Node',
nodes: Type.Array(This) // type: 'object',
}), { $id: 'Node' }) // properties: {
// id: {
// type: 'string'
// },
// nodes: {
// type: 'array',
// items: {
// $ref: 'Node'
// }
// }
// },
// required: [
// 'id',
// 'nodes'
// ]
// }
type Node = Static<typeof Node> // type Node = {
// id: string
// nodes: Node[]
// }
function test(node: Node) {
const id = node.nodes[0].nodes[0].id // id is string
}
Conditional Types
TypeBox supports runtime Conditional Types with Type.Extends. This type runs a structural assignability check against the first and second arguments and will return either the third (true
) or fourth (false
) argument based on the result. Additionally, the conditional backed types Exclude and Extract are also supported. The following shows both TypeScript and TypeBox examples of this feature.
// Extends
type T = string extends number ? true : false // type T = false
const T = Type.Extends( // const T: TLiteral<false>
Type.String(),
Type.Number(),
Type.Literal(true),
Type.Literal(false)
)
// Extract
type T = Extract<1 | 2 | 3, 1> // type T = 1
const T = Type.Extract( // const T: TLiteral<1>
Type.Union([
Type.Literal(1),
Type.Literal(2),
Type.Literal(3)
]),
Type.Literal(1)
)
// Exclude
type T = Exclude<1 | 2 | 3, 1> // type T = 2 | 3
const T = Type.Exclude( // const T: TUnion<[
Type.Union([ // TLiteral<2>,
Type.Literal(1), // TLiteral<3>
Type.Literal(2), // ]>
Type.Literal(3)
]),
Type.Literal(1)
)
Mapped Types
TypeBox supports Mapped Types with Type.Mapped. This type accepts a union set of property keys as the first argument, and a type mapping function which accepts each key (K
) as the second. This type can be used with Conditional and Indexed Access types to allow for generalized property remapping irrespective of property type. The following example remaps each property of T
to be T[K] | null
.
const T = Type.Object({ // const T: TObject<{
x: Type.Number(), // x: TNumber,
y: Type.String(), // y: TString,
z: Type.Boolean() // z: TBoolean
}) // }>
const M = Type.Mapped(Type.KeyOf(T), K => { // type M = {
return Type.Union([ // [K in keyof T]: T[K] | null
Type.Index(T, K), // }
Type.Null() //
]) // ... runtime mapped as
}) //
// const M: TObject<{
// x: TUnion<[TNumber, TNull]>,
// y: TUnion<[TString, TNull]>,
// z: TUnion<[TBoolean, TNull]>
// }>
Template Literal Types
TypeBox supports Template Literal types with Type.TemplateLiteral. This type can be created using a syntax similar to the TypeScript Template Literal syntax. TypeBox encodes Template Literals as regular expression string patterns which enables the template to be checked by Json Schema validators. This type also supports regular expression parsing, enabling template patterns to be used for generative types. The following shows both TypeScript and TypeBox usage.
// TypeScript
type K = `prop${'A'|'B'|'C'}` // type T = 'propA' | 'propB' | 'propC'
type R = Record<K, string> // type R = {
// propA: string
// propB: string
// propC: string
// }
// TypeBox
const K = Type.TemplateLiteral('prop${A|B|C}') // const K: TTemplateLiteral<[
// TLiteral<'prop'>,
// TUnion<[
// TLiteral<'A'>,
// TLiteral<'B'>,
// TLiteral<'C'>,
// ]>
// ]>
const R = Type.Record(K, Type.String()) // const R: TObject<{
// hello1: TString,
// hello2: TString,
// hello3: TString,
// }>
Indexed Access Types
TypeBox supports Indexed Access Types with Type.Index. This type enables uniform access to interior property and array element types without having to extract them from the underlying schema representation. This type is supported for Object, Array, Tuple, Union and Intersect types.
const T = Type.Object({ // const T: TObject<{
x: Type.Number(), // x: TNumber,
y: Type.String(), // y: TString,
z: Type.Boolean() // z: TBoolean
}) // }>
const A = Type.Index(T, ['x']) // const A: TNumber
const B = Type.Index(T, ['x', 'y']) // const B: TUnion<[
// TNumber,
// TString,
// ]>
const C = Type.Index(T, Type.KeyOf(T)) // const C: TUnion<[
// TNumber,
// TString,
// TBoolean
// ]>
Intrinsic Types
TypeBox supports the TypeScript Intrinsic String Manipulation types Uppercase, Lowercase, Capitalize and Uncapitalize. These types can be used to remap String Literal, Template Literal and Union of Literal types.
// TypeScript
type A = Capitalize<'hello'> // type A = 'Hello'
type B = Capitalize<'hello' | 'world'> // type C = 'Hello' | 'World'
type C = Capitalize<`hello${1|2|3}`> // type B = 'Hello1' | 'Hello2' | 'Hello3'
// TypeBox
const A = Type.Capitalize(Type.Literal('hello')) // const A: TLiteral<'Hello'>
const B = Type.Capitalize(Type.Union([ // const B: TUnion<[
Type.Literal('hello'), // TLiteral<'Hello'>,
Type.Literal('world') // TLiteral<'World'>
])) // ]>
const C = Type.Capitalize( // const C: TTemplateLiteral<[
Type.TemplateLiteral('hello${1|2|3}') // TLiteral<'Hello'>,
) // TUnion<[
// TLiteral<'1'>,
// TLiteral<'2'>,
// TLiteral<'3'>
// ]>
// ]>
Transform Types
TypeBox supports value decoding and encoding with Transform types. These types work in tandem with the Encode and Decode functions available on the Value and TypeCompiler modules. Transform types can be used to convert Json encoded values into constructs more natural to JavaScript. The following creates a Transform type to decode numbers into Dates using the Value module.
import { Value } from '@sinclair/typebox/value'
const T = Type.Transform(Type.Number())
.Decode(value => new Date(value)) // required: number to Date
.Encode(value => value.getTime()) // required: Date to number
const decoded = Value.Decode(T, 0) // const decoded = Date(1970-01-01T00:00:00.000Z)
const encoded = Value.Encode(T, decoded) // const encoded = 0
Use the StaticEncode or StaticDecode types to infer a Transform type.
import { Static, StaticDecode, StaticEncode } from '@sinclair/typebox'
const T = Type.Transform(Type.Array(Type.Number(), { uniqueItems: true }))
.Decode(value => new Set(value))
.Encode(value => [...value])
type D = StaticDecode<typeof T> // type D = Set<number>
type E = StaticEncode<typeof T> // type E = Array<number>
type T = Static<typeof T> // type T = Array<number>
Rest Types
TypeBox provides the Rest type to uniformly extract variadic tuples from Intersect, Union and Tuple types. This type can be useful to remap variadic types into different forms. The following uses Rest to remap a Tuple into a Union.
const T = Type.Tuple([ // const T: TTuple<[
Type.String(), // TString,
Type.Number() // TNumber
]) // ]>
const R = Type.Rest(T) // const R: [TString, TNumber]
const U = Type.Union(R) // const T: TUnion<[
// TString,
// TNumber
// ]>
Unsafe Types
TypeBox supports user defined types with Unsafe. This type allows you to specify both schema representation and inference type. The following creates an Unsafe type with a number schema that infers as string.
const T = Type.Unsafe<string>({ type: 'number' }) // const T = {
// type: 'number'
// }
type T = Static<typeof T> // type T = string - ?
The Unsafe type is often used to create schematics for extended specifications like OpenAPI
const Nullable = <T extends TSchema>(schema: T) => Type.Unsafe<Static<T> | null>({
...schema, nullable: true
})
const T = Nullable(Type.String()) // const T = {
// type: 'string',
// nullable: true
// }
type T = Static<typeof T> // type T = string | null
const StringEnum = <T extends string[]>(values: [...T]) => Type.Unsafe<T[number]>({
type: 'string', enum: values
})
const S = StringEnum(['A', 'B', 'C']) // const S = {
// enum: ['A', 'B', 'C']
// }
type S = Static<typeof T> // type S = 'A' | 'B' | 'C'
TypeGuard
TypeBox can type check its own types with the TypeGuard module. This module is written for reflection and provides structural tests for every TypeBox type. Functions of this module return is
guards which can be used with TypeScript control flow assertions to obtain schema inference. The following guards that the value A is TString.
import { Type, TypeGuard } from '@sinclair/typebox'
const A: unknown = { ... }
if(TypeGuard.TString(A)) {
A.type // A.type = 'string'
}
Strict
TypeBox types contain various symbol properties that are used for reflection, composition and compilation. These properties are not strictly valid Json Schema; so in some cases it may be desirable to omit them. TypeBox provides a Strict
function that will omit these properties if necessary.
const T = Type.Object({ // const T = {
name: Type.Optional(Type.String()) // [Kind]: 'Object',
}) // type: 'object',
// properties: {
// name: {
// type: 'string',
// [Kind]: 'String',
// [Optional]: 'Optional'
// }
// }
// }
const U = Type.Strict(T) // const U = {
// type: 'object',
// properties: {
// name: {
// type: 'string'
// }
// }
// }
Values
TypeBox provides an optional utility module that can be used to perform structural operations on JavaScript values. This module includes functionality to create, check and cast values from types as well as check equality, clone, diff and patch JavaScript values. This module is provided via optional import.
import { Value } from '@sinclair/typebox/value'
Create
Use the Create function to create a value from a type. TypeBox will use default values if specified.
const T = Type.Object({ x: Type.Number(), y: Type.Number({ default: 42 }) })
const A = Value.Create(T) // const A = { x: 0, y: 42 }
Clone
Use the Clone function to deeply clone a value.
const A = Value.Clone({ x: 1, y: 2, z: 3 }) // const A = { x: 1, y: 2, z: 3 }
Check
Use the Check function to type check a value.
const T = Type.Object({ x: Type.Number() })
const R = Value.Check(T, { x: 1 }) // const R = true
Convert
Use the Convert function to convert a value into its target type if a reasonable conversion is possible. This function may return an invalid value and should be checked before use. Its return type is unknown
.
const T = Type.Object({ x: Type.Number() })
const R1 = Value.Convert(T, { x: '3.14' }) // const R1 = { x: 3.14 }
const R2 = Value.Convert(T, { x: 'not a number' }) // const R2 = { x: 'not a number' }
Clean
Removes excess properties from a value and returns the result. This function does not check the value and returns an unknown type. You should Check the result before use. Clean is a mutable operation. To avoid mutation, Clone the value first.
const T = Type.Object({
x: Type.Number(),
y: Type.Number()
})
const X = Value.Clean(T, null) // const 'X = null
const Y = Value.Clean(T, { x: 1 }) // const 'Y = { x: 1 }
const Z = Value.Clean(T, { x: 1, y: 2, z: 3 }) // const 'Z = { x: 1, y: 2 }
Default
Generates missing properties on a value using default schema annotations if available. This function does not check the value and returns an unknown type. You should Check the result before use. Default is a mutable operation. To avoid mutation, Clone the value first.
const T = Type.Object({
x: Type.Number({ default: 0 }),
y: Type.Number({ default: 0 })
})
const X = Value.Default(T, null) // const 'X = null - non-enumerable
const Y = Value.Default(T, { }) // const 'Y = { x: 0, y: 0 }
const Z = Value.Default(T, { x: 1 }) // const 'Z = { x: 1, y: 0 }
Cast
Use the Cast function to cast a value with a type. The cast function will retain as much information as possible from the original value.
const T = Type.Object({ x: Type.Number(), y: Type.Number() }, { additionalProperties: false })
const X = Value.Cast(T, null) // const X = { x: 0, y: 0 }
const Y = Value.Cast(T, { x: 1 }) // const Y = { x: 1, y: 0 }
const Z = Value.Cast(T, { x: 1, y: 2, z: 3 }) // const Z = { x: 1, y: 2 }
Decode
Use the Decode function to decode a value from a type, or throw if the value is invalid. The return value will infer as the decoded type. This function will run Transform codecs if available.
const A = Value.Decode(Type.String(), 'hello') // const A = 'hello'
const B = Value.Decode(Type.String(), 42) // throw
Encode
Use the Encode function to encode a value to a type, or throw if the value is invalid. The return value will infer as the encoded type. This function will run Transform codecs if available.
const A = Value.Encode(Type.String(), 'hello') // const A = 'hello'
const B = Value.Encode(Type.String(), 42) // throw
Equal
Use the Equal function to deeply check for value equality.
const R = Value.Equal( // const R = true
{ x: 1, y: 2, z: 3 },
{ x: 1, y: 2, z: 3 }
)
Hash
Use the Hash function to create a FNV1A-64 non cryptographic hash of a value.
const A = Value.Hash({ x: 1, y: 2, z: 3 }) // const A = 2910466848807138541n
const B = Value.Hash({ x: 1, y: 4, z: 3 }) // const B = 1418369778807423581n
Diff
Use the Diff function to generate a sequence of edits that will transform one value into another.
const E = Value.Diff( // const E = [
{ x: 1, y: 2, z: 3 }, // { type: 'update', path: '/y', value: 4 },
{ y: 4, z: 5, w: 6 } // { type: 'update', path: '/z', value: 5 },
) // { type: 'insert', path: '/w', value: 6 },
// { type: 'delete', path: '/x' }
// ]
Patch
Use the Patch function to apply a sequence of edits.
const A = { x: 1, y: 2 }
const B = { x: 3 }
const E = Value.Diff(A, B) // const E = [
// { type: 'update', path: '/x', value: 3 },
// { type: 'delete', path: '/y' }
// ]
const C = Value.Patch<typeof B>(A, E) // const C = { x: 3 }
Errors
Use the Errors function to enumerate validation errors.
const T = Type.Object({ x: Type.Number(), y: Type.Number() })
const R = [...Value.Errors(T, { x: '42' })] // const R = [{
// schema: { type: 'number' },
// path: '/x',
// value: '42',
// message: 'Expected number'
// }, {
// schema: { type: 'number' },
// path: '/y',
// value: undefined,
// message: 'Expected number'
// }]
Mutate
Use the Mutate function to perform a deep mutable value assignment while retaining internal references.
const Y = { z: 1 } // const Y = { z: 1 }
const X = { y: Y } // const X = { y: { z: 1 } }
const A = { x: X } // const A = { x: { y: { z: 1 } } }
Value.Mutate(A, { x: { y: { z: 2 } } }) // const A' = { x: { y: { z: 2 } } }
const R0 = A.x.y.z === 2 // const R0 = true
const R1 = A.x.y === Y // const R1 = true
const R2 = A.x === X // const R2 = true
Pointer
Use ValuePointer to perform mutable updates on existing values using RFC6901 Json Pointers.
import { ValuePointer } from '@sinclair/typebox/value'
const A = { x: 0, y: 0, z: 0 }
ValuePointer.Set(A, '/x', 1) // const A' = { x: 1, y: 0, z: 0 }
ValuePointer.Set(A, '/y', 1) // const A' = { x: 1, y: 1, z: 0 }
ValuePointer.Set(A, '/z', 1) // const A' = { x: 1, y: 1, z: 1 }
TypeRegistry
The TypeBox type system can be extended with additional types and formats using the TypeRegistry and FormatRegistry modules. These modules integrate deeply with TypeBox's internal type checking infrastructure and can be used to create application specific types, or register schematics for alternative specifications.
TypeRegistry
Use the TypeRegistry to register a new type. The Kind must match the registered type name.
import { TypeRegistry, Symbols } from '@sinclair/typebox'
TypeRegistry.Set('Foo', (schema, value) => value === 'foo')
const A = Value.Check({ [Kind]: 'Foo' }, 'foo') // const A = true
const B = Value.Check({ [Kind]: 'Foo' }, 'bar') // const B = false
FormatRegistry
Use the FormatRegistry to register a string format.
import { FormatRegistry } from '@sinclair/typebox'
FormatRegistry.Set('foo', (value) => value === 'foo')
const T = Type.String({ format: 'foo' })
const A = Value.Check(T, 'foo') // const A = true
const B = Value.Check(T, 'bar') // const B = false
TypeCheck
TypeBox types target Json Schema Draft 7 and are compatible with any validator that supports this specification. TypeBox also provides a built in type checking compiler designed specifically for TypeBox types that offers high performance compilation and value checking.
The following sections detail using Ajv and the TypeBox compiler infrastructure.
Ajv
The following shows the recommended setup for Ajv.
$ npm install ajv ajv-formats --save
import { Type } from '@sinclair/typebox'
import addFormats from 'ajv-formats'
import Ajv from 'ajv'
const ajv = addFormats(new Ajv({}), [
'date-time',
'time',
'date',
'email',
'hostname',
'ipv4',
'ipv6',
'uri',
'uri-reference',
'uuid',
'uri-template',
'json-pointer',
'relative-json-pointer',
'regex'
])
const validate = ajv.compile(Type.Object({
x: Type.Number(),
y: Type.Number(),
z: Type.Number()
}))
const R = validate({ x: 1, y: 2, z: 3 }) // const R = true
TypeCompiler
The TypeBox TypeCompiler is a high performance JIT validation compiler that transforms TypeBox types into optimized JavaScript validation routines. The compiler is tuned for fast compilation as well as fast value assertion. It is built to serve as a validation backend that can be integrated into larger applications. It can also be used for code generation.
The TypeCompiler is provided as an optional import.
import { TypeCompiler } from '@sinclair/typebox/compiler'
Use the Compile function to JIT compile a type. Note that compilation is generally an expensive operation and should only be performed once per type during application start up. TypeBox does not cache previously compiled types, and applications are expected to hold references to each compiled type for the lifetime of the application.
const C = TypeCompiler.Compile(Type.Object({ // const C: TypeCheck<TObject<{
x: Type.Number(), // x: TNumber;
y: Type.Number(), // y: TNumber;
z: Type.Number() // z: TNumber;
})) // }>>
const R = C.Check({ x: 1, y: 2, z: 3 }) // const R = true
Use the Errors function to generate diagnostic errors for a value. The Errors function will return an iterator that when enumerated; will perform an exhaustive check across the entire value yielding any error found. For performance, this function should only be called after a failed Check. Applications may also choose to yield only the first value to avoid exhaustive error generation.
const C = TypeCompiler.Compile(Type.Object({ // const C: TypeCheck<TObject<{
x: Type.Number(), // x: TNumber;
y: Type.Number(), // y: TNumber;
z: Type.Number() // z: TNumber;
})) // }>>
const value = { }
const first = C.Errors(value).First() // const first = {
// schema: { type: 'number' },
// path: '/x',
// value: undefined,
// message: 'Expected number'
// }
const all = [...C.Errors(value)] // const all = [{
// schema: { type: 'number' },
// path: '/x',
// value: undefined,
// message: 'Expected number'
// }, {
// schema: { type: 'number' },
// path: '/y',
// value: undefined,
// message: 'Expected number'
// }, {
// schema: { type: 'number' },
// path: '/z',
// value: undefined,
// message: 'Expected number'
// }]
Use the Code function to generate assertion functions as strings. This function can be used to create high performance assertions that can be written to disk as importable modules. The following generates code to check a string.
const C = TypeCompiler.Code(Type.String()) // const C = `return function check(value) {
// return (
// (typeof value === 'string')
// )
// }`
TypeSystem
The TypeBox TypeSystem module provides functionality to define types above and beyond the built-in Json and JavaScript type sets. They also manage TypeBox's localization options (i18n) for error message generation and can control various assertion policies used when type checking. Configurations made to the TypeSystem module are observed by the TypeCompiler, Value and Error modules.
Policies
TypeBox validates using standard Json Schema assertion policies by default. The TypeSystemPolicy module can override some of these to have TypeBox check values inline with TypeScript static assertions. It also provides overrides for certain checking rules related to non-serializable values (such as void) which can be useful in Json based protocols such as JsonRpc-2.
The following overrides are available.
import { TypeSystemPolicy } from '@sinclair/typebox/system'
// Disallow undefined values for optional properties (default is false)
//
// const A: { x?: number } = { x: undefined } - disallowed when enabled
TypeSystemPolicy.ExactOptionalPropertyTypes = true
// Allow arrays to validate as object types (default is false)
//
// const A: {} = [] - allowed in TS
TypeSystemPolicy.AllowArrayObject = true
// Allow numeric values to be NaN or + or - Infinity (default is false)
//
// const A: number = NaN - allowed in TS
TypeSystemPolicy.AllowNaN = true
// Allow void types to check with undefined and null (default is false)
//
// Used to signal void return on Json-RPC 2.0 protocol
TypeSystemPolicy.AllowNullVoid = true
Error Function
Error messages in TypeBox can be customized by defining an ErrorFunction. This function allows for the localization of error messages as well as enabling custom error messages for custom types. By default, TypeBox will generate messages using the en-US
locale. To support additional locales, you can replicate the function found in src/errors/function.ts
and create a locale specific translations. The function can then be set via SetErrorFunction.
The following example shows an inline error function that intercepts errors for String, Number and Boolean only. The DefaultErrorFunction is used to return a default error message.
import { SetErrorFunction, DefaultErrorFunction, ValueErrorType } from '@sinclair/typebox/errors'
SetErrorFunction((schema, errorType) => { // i18n override
switch(errorType) {
/* en-US */ case ValueErrorType.String: return 'Expected string'
/* fr-FR */ case ValueErrorType.Number: return 'Nombre attendu'
/* ko-KR */ case ValueErrorType.Boolean: return '예상 부울'
/* en-US */ default: return DefaultErrorFunction(schema, errorType)
}
})
const T = Type.Object({ // const T: TObject<{
x: Type.String(), // TString,
y: Type.Number(), // TNumber,
z: Type.Boolean() // TBoolean
}) // }>
const E = [...Value.Errors(T, { // const E = [{
x: null, // type: 48,
y: null, // schema: { ... },
z: null // path: '/x',
})] // value: null,
// message: 'Expected string'
// }, {
// type: 34,
// schema: { ... },
// path: '/y',
// value: null,
// message: 'Nombre attendu'
// }, {
// type: 14,
// schema: { ... },
// path: '/z',
// value: null,
// message: '예상 부울'
// }]
TypeBox Workbench
TypeBox offers a web based code generation tool that can convert TypeScript types into TypeBox types as well as several other ecosystem libraries.
TypeBox Codegen
TypeBox provides a code generation library that can be used to automate type translation between TypeScript and TypeBox. This library also includes functionality to transform TypeScript types to other ecosystem libraries.
Ecosystem
The following is a list of community packages that offer general tooling, extended functionality and framework integration support for TypeBox.
Package | Description |
---|---|
drizzle-typebox | Generates TypeBox types from Drizzle ORM schemas |
elysia | Fast and friendly Bun web framework |
fastify-type-provider-typebox | Fastify TypeBox integration with the Fastify Type Provider |
feathersjs | The API and real-time application framework |
fetch-typebox | Drop-in replacement for fetch that brings easy integration with TypeBox |
h3-typebox | Schema validation utilities for h3 using TypeBox & Ajv |
http-wizard | Type safe http client library for Fastify |
openapi-box | Generate TypeBox types from OpenApi IDL + Http client library |
schema2typebox | Creating TypeBox code from Json Schemas |
ts2typebox | Creating TypeBox code from Typescript types |
typebox-form-parser | Parses form and query data based on TypeBox schemas |
typebox-validators | Advanced validators supporting discriminated and heterogeneous unions |
Benchmark
This project maintains a set of benchmarks that measure Ajv, Value and TypeCompiler compilation and validation performance. These benchmarks can be run locally by cloning this repository and running npm run benchmark
. The results below show for Ajv version 8.12.0 running on Node 20.0.0.
For additional comparative benchmarks, please refer to typescript-runtime-type-benchmarks.
Compile
This benchmark measures compilation performance for varying types. You can review this benchmark here.
┌────────────────────────────┬────────────┬──────────────┬──────────────┬──────────────┐
│ (index) │ Iterations │ Ajv │ TypeCompiler │ Performance │
├────────────────────────────┼────────────┼──────────────┼──────────────┼──────────────┤
│ Literal_String │ 1000 │ ' 216 ms' │ ' 9 ms' │ ' 24.00 x' │
│ Literal_Number │ 1000 │ ' 169 ms' │ ' 7 ms' │ ' 24.14 x' │
│ Literal_Boolean │ 1000 │ ' 150 ms' │ ' 5 ms' │ ' 30.00 x' │
│ Primitive_Number │ 1000 │ ' 161 ms' │ ' 7 ms' │ ' 23.00 x' │
│ Primitive_String │ 1000 │ ' 148 ms' │ ' 6 ms' │ ' 24.67 x' │
│ Primitive_String_Pattern │ 1000 │ ' 185 ms' │ ' 9 ms' │ ' 20.56 x' │
│ Primitive_Boolean │ 1000 │ ' 132 ms' │ ' 4 ms' │ ' 33.00 x' │
│ Primitive_Null │ 1000 │ ' 141 ms' │ ' 3 ms' │ ' 47.00 x' │
│ Object_Unconstrained │ 1000 │ ' 1109 ms' │ ' 30 ms' │ ' 36.97 x' │
│ Object_Constrained │ 1000 │ ' 1200 ms' │ ' 24 ms' │ ' 50.00 x' │
│ Object_Vector3 │ 1000 │ ' 379 ms' │ ' 9 ms' │ ' 42.11 x' │
│ Object_Box3D │ 1000 │ ' 1709 ms' │ ' 30 ms' │ ' 56.97 x' │
│ Tuple_Primitive │ 1000 │ ' 456 ms' │ ' 14 ms' │ ' 32.57 x' │
│ Tuple_Object │ 1000 │ ' 1229 ms' │ ' 17 ms' │ ' 72.29 x' │
│ Composite_Intersect │ 1000 │ ' 570 ms' │ ' 17 ms' │ ' 33.53 x' │
│ Composite_Union │ 1000 │ ' 513 ms' │ ' 19 ms' │ ' 27.00 x' │
│ Math_Vector4 │ 1000 │ ' 782 ms' │ ' 13 ms' │ ' 60.15 x' │
│ Math_Matrix4 │ 1000 │ ' 393 ms' │ ' 12 ms' │ ' 32.75 x' │
│ Array_Primitive_Number │ 1000 │ ' 361 ms' │ ' 12 ms' │ ' 30.08 x' │
│ Array_Primitive_String │ 1000 │ ' 296 ms' │ ' 5 ms' │ ' 59.20 x' │
│ Array_Primitive_Boolean │ 1000 │ ' 315 ms' │ ' 4 ms' │ ' 78.75 x' │
│ Array_Object_Unconstrained │ 1000 │ ' 1721 ms' │ ' 22 ms' │ ' 78.23 x' │
│ Array_Object_Constrained │ 1000 │ ' 1450 ms' │ ' 21 ms' │ ' 69.05 x' │
│ Array_Tuple_Primitive │ 1000 │ ' 813 ms' │ ' 13 ms' │ ' 62.54 x' │
│ Array_Tuple_Object │ 1000 │ ' 1537 ms' │ ' 17 ms' │ ' 90.41 x' │
│ Array_Composite_Intersect │ 1000 │ ' 753 ms' │ ' 17 ms' │ ' 44.29 x' │
│ Array_Composite_Union │ 1000 │ ' 808 ms' │ ' 16 ms' │ ' 50.50 x' │
│ Array_Math_Vector4 │ 1000 │ ' 1118 ms' │ ' 16 ms' │ ' 69.88 x' │
│ Array_Math_Matrix4 │ 1000 │ ' 690 ms' │ ' 9 ms' │ ' 76.67 x' │
└────────────────────────────┴────────────┴──────────────┴──────────────┴──────────────┘
Validate
This benchmark measures validation performance for varying types. You can review this benchmark here.
┌────────────────────────────┬────────────┬──────────────┬──────────────┬──────────────┬──────────────┐
│ (index) │ Iterations │ ValueCheck │ Ajv │ TypeCompiler │ Performance │
├────────────────────────────┼────────────┼──────────────┼──────────────┼──────────────┼──────────────┤
│ Literal_String │ 1000000 │ ' 24 ms' │ ' 5 ms' │ ' 4 ms' │ ' 1.25 x' │
│ Literal_Number │ 1000000 │ ' 15 ms' │ ' 20 ms' │ ' 10 ms' │ ' 2.00 x' │
│ Literal_Boolean │ 1000000 │ ' 14 ms' │ ' 19 ms' │ ' 9 ms' │ ' 2.11 x' │
│ Primitive_Number │ 1000000 │ ' 25 ms' │ ' 18 ms' │ ' 10 ms' │ ' 1.80 x' │
│ Primitive_String │ 1000000 │ ' 21 ms' │ ' 24 ms' │ ' 9 ms' │ ' 2.67 x' │
│ Primitive_String_Pattern │ 1000000 │ ' 156 ms' │ ' 43 ms' │ ' 38 ms' │ ' 1.13 x' │
│ Primitive_Boolean │ 1000000 │ ' 18 ms' │ ' 17 ms' │ ' 9 ms' │ ' 1.89 x' │
│ Primitive_Null │ 1000000 │ ' 20 ms' │ ' 17 ms' │ ' 9 ms' │ ' 1.89 x' │
│ Object_Unconstrained │ 1000000 │ ' 1055 ms' │ ' 32 ms' │ ' 24 ms' │ ' 1.33 x' │
│ Object_Constrained │ 1000000 │ ' 1232 ms' │ ' 49 ms' │ ' 43 ms' │ ' 1.14 x' │
│ Object_Vector3 │ 1000000 │ ' 432 ms' │ ' 23 ms' │ ' 13 ms' │ ' 1.77 x' │
│ Object_Box3D │ 1000000 │ ' 1993 ms' │ ' 54 ms' │ ' 46 ms' │ ' 1.17 x' │
│ Object_Recursive │ 1000000 │ ' 5115 ms' │ ' 342 ms' │ ' 159 ms' │ ' 2.15 x' │
│ Tuple_Primitive │ 1000000 │ ' 156 ms' │ ' 21 ms' │ ' 13 ms' │ ' 1.62 x' │
│ Tuple_Object │ 1000000 │ ' 740 ms' │ ' 29 ms' │ ' 18 ms' │ ' 1.61 x' │
│ Composite_Intersect │ 1000000 │ ' 797 ms' │ ' 26 ms' │ ' 14 ms' │ ' 1.86 x' │
│ Composite_Union │ 1000000 │ ' 530 ms' │ ' 23 ms' │ ' 13 ms' │ ' 1.77 x' │
│ Math_Vector4 │ 1000000 │ ' 240 ms' │ ' 22 ms' │ ' 11 ms' │ ' 2.00 x' │
│ Math_Matrix4 │ 1000000 │ ' 1036 ms' │ ' 39 ms' │ ' 27 ms' │ ' 1.44 x' │
│ Array_Primitive_Number │ 1000000 │ ' 248 ms' │ ' 20 ms' │ ' 12 ms' │ ' 1.67 x' │
│ Array_Primitive_String │ 1000000 │ ' 227 ms' │ ' 22 ms' │ ' 13 ms' │ ' 1.69 x' │
│ Array_Primitive_Boolean │ 1000000 │ ' 138 ms' │ ' 21 ms' │ ' 13 ms' │ ' 1.62 x' │
│ Array_Object_Unconstrained │ 1000000 │ ' 5540 ms' │ ' 66 ms' │ ' 59 ms' │ ' 1.12 x' │
│ Array_Object_Constrained │ 1000000 │ ' 5750 ms' │ ' 123 ms' │ ' 108 ms' │ ' 1.14 x' │
│ Array_Object_Recursive │ 1000000 │ ' 21842 ms' │ ' 1771 ms' │ ' 599 ms' │ ' 2.96 x' │
│ Array_Tuple_Primitive │ 1000000 │ ' 715 ms' │ ' 36 ms' │ ' 29 ms' │ ' 1.24 x' │
│ Array_Tuple_Object │ 1000000 │ ' 3131 ms' │ ' 63 ms' │ ' 50 ms' │ ' 1.26 x' │
│ Array_Composite_Intersect │ 1000000 │ ' 3064 ms' │ ' 44 ms' │ ' 35 ms' │ ' 1.26 x' │
│ Array_Composite_Union │ 1000000 │ ' 2172 ms' │ ' 65 ms' │ ' 31 ms' │ ' 2.10 x' │
│ Array_Math_Vector4 │ 1000000 │ ' 1032 ms' │ ' 37 ms' │ ' 24 ms' │ ' 1.54 x' │
│ Array_Math_Matrix4 │ 1000000 │ ' 4859 ms' │ ' 114 ms' │ ' 86 ms' │ ' 1.33 x' │
└────────────────────────────┴────────────┴──────────────┴──────────────┴──────────────┴──────────────┘
Compression
The following table lists esbuild compiled and minified sizes for each TypeBox module.
┌──────────────────────┬────────────┬────────────┬─────────────┐
│ (index) │ Compiled │ Minified │ Compression │
├──────────────────────┼────────────┼────────────┼─────────────┤
│ typebox/compiler │ '109.2 kb' │ ' 48.6 kb' │ '2.25 x' │
│ typebox/errors │ ' 55.0 kb' │ ' 25.1 kb' │ '2.19 x' │
│ typebox/system │ ' 4.6 kb' │ ' 2.0 kb' │ '2.31 x' │
│ typebox/type │ ' 82.9 kb' │ ' 34.9 kb' │ '2.38 x' │
│ typebox/value │ '144.2 kb' │ ' 61.5 kb' │ '2.34 x' │
│ typebox │ ' 82.9 kb' │ ' 34.9 kb' │ '2.37 x' │
└──────────────────────┴────────────┴────────────┴─────────────┘
Contribute
TypeBox is open to community contribution. Please ensure you submit an open issue before submitting your pull request. The TypeBox project preferences open community discussion prior to accepting new features.