TypeScript Structural Subtyping Engine
This challenge asks you to implement a simplified structural subtyping engine in TypeScript. You will create a function that determines if one type is a subtype of another based on their structure, mimicking TypeScript's structural typing system. This is a fundamental concept in statically typed languages, enabling flexible and robust code design.
Problem Description
You need to build a function, isSubtype<T, U>(): boolean, that checks if type T is structurally a subtype of type U. In structural typing, a type T is considered a subtype of U if T has all the members (properties and methods) that U has, and the types of those members are also compatible (either T's member is a subtype of U's member, or they are the same type).
Key Requirements:
- Property Checks: For every property
pinU,Tmust also have a propertyp, and the type ofT[p]must be a subtype of the type ofU[p]. - Method Checks: For every method
minU,Tmust also have a methodm, and the signature ofT[m]must be assignable to the signature ofU[m]. This means:- The number of parameters must be the same or
T's method can have more optional parameters at the end. - Each parameter in
T's method must be a supertype of the corresponding parameter inU's method. - The return type of
T's method must be a subtype of the return type ofU's method.
- The number of parameters must be the same or
- Primitive Types: Handle basic primitive types (string, number, boolean, null, undefined, symbol, bigint) and their relationships (e.g.,
nullis a subtype ofobject,undefinedis a subtype ofnull). - Object Types: Recursively check for structural compatibility for object types.
- Array Types: An array type
T[]is a subtype ofU[]ifTis a subtype ofU. - Union Types:
A | Bis a subtype ofCif bothAis a subtype ofCandBis a subtype ofC.Cis a subtype ofA | BifCis a subtype ofAorCis a subtype ofB. - Intersection Types:
A & Bis a subtype ofCifAis a subtype ofCandBis a subtype ofC.Cis a subtype ofA & BifCis a subtype ofAorCis a subtype ofB. (For simplicity in this challenge, we'll primarily focus on theA & Bis subtype ofCcase andCis subtype ofA & BimpliesCis subtype ofAandCis subtype ofB). - Function Types: A function type
Tis a subtype ofUif the parameter types ofTare supertypes ofU's parameter types (contravariance) and the return type ofTis a subtype ofU's return type (covariance).
Expected Behavior:
The isSubtype<T, U>() function should return true if T can be assigned to U structurally, and false otherwise.
Edge Cases:
- Handling of
anyandunknowntypes.anyis a subtype of everything and everything is a subtype ofany.unknownis only a subtype ofanyand onlyanyis a subtype ofunknown. - Optional properties.
- Readonly properties.
- Methods with different numbers of parameters (considering optionality).
- Recursive type definitions.
Examples
Example 1: Basic Property Subtyping
Input:
type A = { name: string; age: number };
type B = { name: string };
Output: isSubtype<A, B>() // true
Explanation: Type B has a 'name' property of type 'string'. Type A also has a 'name' property of type 'string'. Since A has all members of B, A is a subtype of B.
Example 2: Method Signature Compatibility
Input:
type GreeterA = { greet: (name: string) => void };
type GreeterB = { greet: (name?: string) => void };
Output: isSubtype<GreeterA, GreeterB>() // true
Explanation: GreeterB's 'greet' method has an optional parameter 'name'. GreeterA's 'greet' method has a required parameter 'name'. For subtyping, the parameter in the subtype can be more general (a supertype) or optional. Here, 'string' is assignable to 'string | undefined', so GreeterA is a subtype of GreeterB.
Example 3: Union Type Subtyping
Input:
type UnionA = string | number;
type UnionB = string | number | boolean;
Output: isSubtype<UnionA, UnionB>() // true
Explanation: Every type within UnionA (string, number) is also present in UnionB. Therefore, UnionA is a subtype of UnionB.
Example 4: Complex Method Subtyping
Input:
type FuncA = (a: string | number, b?: boolean) => number;
type FuncB = (a: string, b: boolean) => number | string;
Output: isSubtype<FuncA, FuncB>() // false
Explanation:
- Parameter 'a': FuncA expects 'string | number', FuncB expects 'string'. 'string | number' is NOT a supertype of 'string' (it's the other way around for parameter assignment). This violates contravariance.
- Parameter 'b': FuncA expects 'boolean | undefined', FuncB expects 'boolean'. 'boolean | undefined' IS a supertype of 'boolean'.
- Return type: FuncA returns 'number', FuncB returns 'number | string'. 'number' IS a subtype of 'number | string' (covariance).
However, the failure on parameter 'a' makes FuncA NOT a subtype of FuncB.
Example 5: Nested Object Subtyping
Input:
type OuterA = {
inner: {
id: number;
value: string;
}
};
type OuterB = {
inner: {
id: number;
}
};
Output: isSubtype<OuterA, OuterB>() // true
Explanation: The 'inner' property in OuterB requires an object with an 'id'. OuterA's 'inner' property has an object with both 'id' and 'value'. Since the structure of OuterA.inner satisfies the requirements of OuterB.inner, OuterA is a subtype of OuterB.
Constraints
- The
isSubtypefunction should not rely on runtime type information likeinstanceofortypeofin a way that breaks the structural nature of the check. It should operate on type-level information conceptually. - The implementation should aim for reasonable performance for moderately nested types. Avoid exponential complexity where possible.
- Assume valid TypeScript type syntax for input.
- You will need to use TypeScript's type system features (like conditional types, infer, mapped types, etc.) to represent and manipulate types within your engine.
Notes
This is a conceptual challenge. You are not literally compiling TypeScript code to check subtyping. Instead, you are building a representation of a subtyping system within TypeScript itself. Think about how you can use conditional types and recursive type definitions to express the rules of structural subtyping.
You'll likely need helper types to break down complex type structures (like unions, intersections, object types, function types) and apply the subtyping rules recursively.
Consider how to handle the basic primitive types and their predefined subtyping relationships.
This is an advanced TypeScript challenge that requires a deep understanding of its type system. Good luck!