Mocking External Dependencies with Jest Spies
In modern software development, it's crucial to write robust and maintainable code. A key practice for achieving this is thorough testing. When your code relies on external services, modules, or complex objects, directly testing these dependencies can be difficult, slow, or even impossible. This is where test doubles come in. This challenge will focus on using Jest spies to create controlled replacements for these external dependencies, allowing you to isolate your code under test and ensure predictable test outcomes.
Problem Description
You are tasked with testing a UserService class that has a dependency on an external DatabaseService. The DatabaseService is responsible for interacting with a real database and can be slow or have side effects that we want to avoid during unit testing. Your goal is to create test doubles for the DatabaseService methods using Jest spies.
Specifically, you need to:
- Isolate
UserService: Write unit tests for theUserServiceclass without actually calling the realDatabaseServiceimplementation. - Mock Database Operations: Use Jest spies to simulate the behavior of the
DatabaseService'sgetUserByIdandsaveUsermethods. - Assert Interactions: Verify that
UserServicecorrectly calls theDatabaseServicemethods with the expected arguments. - Control Return Values: Configure the spies to return specific, predictable values when they are called, allowing you to test different scenarios within
UserService.
The UserService class has the following methods:
getUserById(userId: string): Promise<User | null>: Fetches a user from the database.saveUser(user: User): Promise<void>: Saves a user to the database.updateUserEmail(userId: string, newEmail: string): Promise<boolean>: Updates a user's email. This method internally usesgetUserByIdand thensaveUser.
The User interface is defined as:
interface User {
id: string;
name: string;
email: string;
}
Examples
Example 1: Mocking getUserById and verifying its call
Input:
UserServiceis initialized with a mockedDatabaseServicewheregetUserByIdis spied upon.- The
getUserByIdspy is configured to return a specificUserobject when called withuserId = '123'. userService.getUserById('123')is called.
Output:
- The
userService.getUserById('123')should return theUserobject that the spy was configured to return. - The
DatabaseService.getUserByIdspy should have been called exactly once with the argument'123'.
Explanation: This tests that UserService can successfully retrieve user data from its dependency and that the correct method on the dependency is invoked with the right parameters.
Example 2: Mocking saveUser and verifying its call
Input:
UserServiceis initialized with a mockedDatabaseServicewheresaveUseris spied upon.- A
Userobject is prepared. userService.saveUser(user)is called.
Output:
- The
DatabaseService.saveUserspy should have been called exactly once with the providedUserobject.
Explanation: This verifies that UserService correctly persists user data by calling the appropriate method on its dependency.
Example 3: Mocking multiple database calls within a single UserService method
Input:
UserServiceis initialized with a mockedDatabaseService.DatabaseService.getUserByIdis spied upon and configured to return aUserobject when called with'456'.DatabaseService.saveUseris spied upon and configured to resolve immediately.userService.updateUserEmail('456', 'new.email@example.com')is called.
Output:
- The
DatabaseService.getUserByIdspy should have been called once with'456'. - The
DatabaseService.saveUserspy should have been called once with aUserobject whoseidis'456'and whoseemailis'new.email@example.com'. - The
userService.updateUserEmailmethod should returntrue.
Explanation: This complex scenario tests the orchestration of multiple dependency calls within UserService and ensures data integrity across these operations.
Constraints
- The
DatabaseServiceimplementation is not provided and should be treated as an external, untestable unit in this challenge. You will only interact with its interface. - All tests must be written using Jest.
- You must use Jest's spying capabilities (
jest.spyOn) to mock theDatabaseServicemethods. - Avoid using
jest.mock()for the entire module, as the focus is on selective spying. - Tests should be asynchronous where necessary, given that database operations are typically asynchronous.
Notes
- Consider how you will set up your
UserServicewith the mockedDatabaseServicein your test suite. Dependency Injection is a common pattern here. - Remember to reset your spies between tests to ensure test isolation.
- Think about how to handle cases where
DatabaseService.getUserByIdmight returnnullorundefined. - For
saveUserandupdateUserEmail, consider the success and potential failure scenarios you might want to simulate.