@diister/valibot-mock

Mock data generator for Valibot schemas

This package allows you to automatically generate valid test data from Valibot schemas using Faker.js to create realistic values.

✨ Features

• 🎯 Automatic generation: Creates valid data based on your Valibot schemas
• 🌍 Multi-language support: Uses Faker.js with locale support
• 🔧 Configurable: Customizable options (seed, attempts, sizes)
• 📦 Extensive type support: Wide support for Valibot types (primitives, objects, arrays, unions, etc.)
• ⚡ Performant: Built-in validation with automatic retry

📋 Supported types

Primitive types

• string, number, boolean, date, bigint
• Pipe support: minLength, maxLength, regex, min, max, integer, isoTimestamp

Collection types

• array, object, record, map, set, tuple

Choice types

• union, enum, picklist, literal, variant

Modifier types

• optional, nullable, nullish, nonNullable, nonNullish, nonOptional
• brand - for branded/tagged types

Special types

• lazy, intersect, custom, unknown, any
• null, undefined, void, never
• file, blob

🚀 Installation

valibot is a peer dependency: the generator reads and validates the very schema objects you hand it, so it has to use your copy of valibot rather than bundle a second one.

# Bun / npm / pnpm / yarn
bun add @diister/valibot-mock valibot

# Deno
deno add jsr:@diister/valibot-mock npm:valibot

import { createMockGenerator } from "@diister/valibot-mock";
import * as v from "valibot";

Published to npm as @diister/valibot-mock and to JSR under the same name; the two carry the same code. Runs on Bun, Deno and Node.js — the Node floor is ^20.19 || ^22.13 || ^23.5 || >=24, inherited from @faker-js/faker.

💡 Usage

Basic example

import * as v from "valibot";
import { createMockGenerator } from "@diister/valibot-mock";

const UserSchema = v.object({
  id: v.pipe(v.string(), v.regex(/^user:[A-Z0-9]{16}$/)),
  email: v.pipe(v.string(), v.email()),
  firstName: v.optional(v.pipe(v.string(), v.minLength(1), v.maxLength(32))),
  lastName: v.optional(v.pipe(v.string(), v.minLength(1), v.maxLength(32))),
  age: v.pipe(v.number(), v.integer(), v.min(18), v.max(120)),
  status: v.enum(["active", "inactive", "pending"]),
  roles: v.array(v.string()),
  createdAt: v.pipe(v.string(), v.isoTimestamp())
});

const generator = createMockGenerator(UserSchema);

// Generate a single user
const mockUser = generator.generate();
console.log(mockUser);

// Generate multiple users
const mockUsers = generator.generateMany(5);
console.log(mockUsers);

Advanced Usage

Custom Data Generation with fake()

For more realistic data generation, you can use the fake() function to provide custom generators:

import * as v from "valibot";
import { createMockGenerator, fake } from "@diister/valibot-mock";

const UserSchema = v.object({
  // Use fake() for custom realistic data generation
  firstName: v.pipe(
    v.string(),
    v.minLength(2),
    fake((faker, context) => {
      console.log(`Generating firstName at ${context.path}`);
      return faker.person.firstName();
    })
  ),
  lastName: v.pipe(
    v.string(),
    fake((faker) => faker.person.lastName())
  ),
  email: v.pipe(
    v.string(),
    v.email(),
    fake((faker) => faker.internet.email())
  ),
  // Fields without fake() use intelligent defaults
  age: v.pipe(
    v.number(),
    v.minValue(18),
    v.maxValue(80)
  ),
  bio: v.optional(v.pipe(
    v.string(),
    v.maxLength(500),
    fake((faker) => faker.person.bio())
  ))
});

const mockGenerator = createMockGenerator(UserSchema);
const userData = mockGenerator.generate();

// Output:
// {
//   firstName: "John",
//   lastName: "Doe", 
//   email: "[email protected]",
//   age: 25.4,
//   bio: "Software engineer and coffee enthusiast"
// }

Fake Generator Function

The fake() function accepts a generator function with two parameters:

fake((faker, context) => {
  // faker: Faker.js instance with full API
  // context: { path: string } - current field path for debugging
  return faker.datatype.uuid();
})

Combining with Locale Support

import { createMockGenerator, locales } from "@diister/valibot-mock";

const generator = createMockGenerator(UserSchema, {
  faker: { 
    locale: [locales.fr], 
    seed: 42 
  },
  maxAttempts: 15, // Number of attempts to generate a valid value
  defaultArrayMaxLength: 5, // Max size for arrays by default
  defaultStringMaxLength: 100 // Max size for strings by default
});

📖 API

createMockGenerator<T>(schema, options?)

Creates a mock generator for a given schema.

Parameters

• schema: The Valibot schema to use
• options?: Configuration options

Options

interface MockGeneratorOptions {
  faker?: {
    locale?: LocaleDefinition | LocaleDefinition[];  // use the exported locales
    seed?: number;                   // Seed for reproducible results
    randomizer?: Randomizer;
  };
  maxAttempts?: number;             // Max attempts per value (default: 100)
  maxRegexAttempts?: number;        // Max draws for a regex-backed string (default: 50)
  defaultArrayMaxLength?: number;   // Max array size (default: 10)
  defaultStringMaxLength?: number;  // Max string size (default: 20)

  // Realistic values for recognised field names — see "Semantic field names".
  // `false` disables the tier; a record extends or overrides the built-in table.
  semantics?: Record<string, SemanticGenerator> | false;

  // Caller-side hook consulted at every node — see "The resolve hook".
  resolve?: (node: ResolveNode) => unknown;
}

Returns

A MockGenerator object with methods:

• generate(): Generate a single value
• generateMany(count): Generate multiple values

Generation consults three tiers, in this order: resolve, then fake() attached to the schema, then semantics.

Failures

When no valid value can be produced, generate() throws a MockGenerationError (exported) carrying the node's path, its schemaType and, for a regex-backed string, its pattern. Nothing is printed to the console.

A regex-backed string is drawn from the pattern with its quantifiers bounded so that the result fits maxLength (nested repetitions such as /^\/(?:[^/]+\/)*$/ included). Each draw is checked against the pattern; when maxRegexAttempts draws all miss (a lookaround or another construct the generator cannot honour), or when the pattern cannot fit maxLength at all, generation fails at once instead of retrying the whole value. Give such a field a fake() or answer it from resolve.

The resolve hook

resolve is called for every node at any depth, and outranks both fake() and semantics. Return SKIP to decline a node and let normal generation continue; anything else is taken as the value, validated like a generated one, and its subtree is not visited.

import { createMockGenerator, SKIP } from "@diister/valibot-mock";

const gen = createMockGenerator(OrderSchema, {
  resolve: (node) => (node.path === "customer.id" ? "cus_fixed" : SKIP),
});

node.path is dot-separated from the root ("" at the root) and includes array indices, e.g. "items.0.sku".

Semantic field names

Plain strings are generated from their field name when it is recognised, so a firstname entry yields a name rather than random characters. Keys are normalised — first_name, First-Name and firstName all match firstname.

import {
  createMockGenerator,
  DEFAULT_SEMANTICS,
  normalizeSemanticKey,
} from "@diister/valibot-mock";

normalizeSemanticKey("First-Name"); // "firstname"
Object.keys(DEFAULT_SEMANTICS);     // the built-in table

// Extend or override it; pass `false` to switch the tier off entirely.
createMockGenerator(schema, {
  semantics: { sku: (faker) => faker.string.alphanumeric(8).toUpperCase() },
});

fake(generatorFn)

Creates custom data generators for more realistic mock data.

Parameters

• generatorFn: Function (faker, context) => any
  • faker: Full Faker.js instance
  • context: Object with path property for current field location

Example

fake((faker, context) => {
  // Use any Faker.js method
  return faker.person.firstName();
})

Exported locales

import { locales } from "@diister/valibot-mock";

// Available locales
locales.en    // English
locales.fr    // French
locales.de    // German
locales.es    // Spanish
locales.it    // Italian
locales.ja    // Japanese
locales.ko    // Korean
locales.pt    // Portuguese
locales.ru    // Russian
locales.zh    // Chinese
// ... and many more

🔧 Development

This package is under active development. The API may evolve before version 1.0.

📄 License

MIT