TypeScript Mock Data Generator

Enter your TypeScript type definition below and get mock data generated instantly.

Type Definition
Generated Mock
Mock data will appear here

Frequently Asked Questions

What is TypeScript type mocking?

TypeScript type mocking is the process of generating realistic sample data that conforms to TypeScript type definitions. It's useful for development, testing, and documentation purposes, allowing developers to visualize how data structures will look at runtime.

Why would I need to generate mock data from TypeScript types?

Mock data generation is essential for frontend development without a ready backend, testing UI components with various data shapes, creating API documentation examples, and setting up realistic test scenarios for unit and integration tests.

What TypeScript types are supported?

Our TypeScript mock generator supports primitive types (string, number, boolean), arrays, objects, interfaces, type aliases, union types, and complex nested structures. It also handles special types like Date, null, and optional properties with the "?" modifier.

How can I customize the generated mock data?

You can customize mock data by using more specific type declarations or JSDoc comments. For example, you can use string literal types, numeric ranges, or specialized types like "email" or "date" to get more realistic and domain-specific mock values.

Can I use this with existing TypeScript projects?

Yes! This tool works with any valid TypeScript type definitions. Simply copy your interfaces or types from your existing TypeScript projects and paste them into the generator. The tool will analyze your type structure and generate appropriate mock data.

How does TypeScript mock data help with testing?

TypeScript mock data provides consistent test fixtures that match your actual data models. This ensures your tests are reliable and closely simulate real application data. It also makes it easier to test edge cases by quickly generating variations of your data structures.

How to Use TypeScript Mock Generator

  1. Define your TypeScript interface or type - Start by entering your TypeScript type definition in the left panel. This can be an interface, type alias, or any valid TypeScript type declaration.
  2. Click "Generate Mock Data" - Once your type is defined, click the button to analyze your type structure and generate appropriate mock data.
  3. View and use your mock data - The generated JSON will appear in the right panel. You can copy this data for use in your development, testing, or documentation.

Pro Tip

For advanced use cases, you can create complex nested types that combine interfaces, unions, and generics. The mock generator will recursively create appropriate mock values for each level of your type hierarchy.