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Mockito

As explained in Kafka for Architects

Mockito is a Java mocking framework for creating and configuring test doubles that substitute for real dependencies.

Mockito is a Java mocking framework for isolating service unit tests from real Kafka producers and consumers. Mock dependencies behave like Kafka clients to the service code without network operations or a running cluster. section 10.3.1

How Kafka for Architects covers it

How deep it goes
Defines mock substitution and behavioral verification, but stops short of detailed Mockito APIs or implementation walkthroughs.
Examples
Uses ProfileService, Customer360Service, mocked Kafka components, return values, producer calls, and downstream side effects.
What it assumes
Assumes Java services that communicate with Kafka producers or consumers and need dependency-isolated unit tests.
What you can do after
Apply via Mockito to test Kafka-backed service behavior without a Kafka cluster or real network communication.
How it connects
Connects unit testing with Kafka clients, producers, consumers, and service side effects.

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