Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
Certification Provider: Confluent
Corresponding Certification: Confluent Certified Developer
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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Kafka Connect | 15% | - Source and sink connectors configuration - Connect architecture: workers, connectors, tasks, converters - Data transformation and integration patterns |
| Apache Kafka Streams | 12% | - Error handling and state management - Streams API concepts: topology, processors, state stores - Windowing and time semantics - Stream processing operations: map, filter, join, aggregation |
| Apache Kafka Fundamentals | 23% | - Delivery semantics: at-most-once, at-least-once, exactly-once - Core concepts: brokers, topics, partitions, replicas, offsets - Configuration basics and cluster setup - Kafka architecture and data flow |
| Application Observability | 13% | - Tracing and performance tuning - Logging and monitoring metrics - Error diagnosis and troubleshooting |
| Application Testing | 8% | - Unit testing producers and consumers - Integration testing and test clusters - Mocking and test utilities |
| Apache Kafka Application Development | 28% | - Schema management: Confluent Schema Registry, compatibility rules, evolution - Producer API: configuration, serialization, partitioning, error handling - Transactional messaging and idempotence - Consumer API: configuration, offset management, consumer groups, rebalancing |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
(A consumer application runs once every two weeks and reads from a Kafka topic.
The last time the application ran, the last offset processed was 217.
The application is configured with auto.offset.reset=latest.
The current offsets in the topic start at 318 and end at 588.
Which offset will the application start reading from when it starts up for its next run?)
- A. 218
- B. 318
- C. 589
- D. 0
Correct Answer: C 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
(What are two stateless operations in the Kafka Streams API?
Select two.)
- A. Join
- B. GroupBy
- C. Reduce
- D. Filter
Correct Answer: B,D 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
You are developing a Java application using a Kafka consumer.
You need to integrate Kafka's client logs with your own application's logs using log4j2.
Which Java library dependency must you include in your project?
- A. SLF4J implementation for Log4j2 (org.apache.logging.log4j:log4j-slf4j-impl)
- B. None, the right dependency will be added by the Kafka client dependency by transitivity.
- C. SLF4J implementation for Log4j 1.2 (org.slf4j:slf4j-log4j12)
- D. Just the log4j2 dependency of the application
Correct Answer: A 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
What are three built-in abstractions in the Kafka Streams DSL?
(Select three.)
- A. GlobalKStream
- B. KStream
- C. StreamTable
- D. KTable
- E. GlobalKTable
Correct Answer: B,D,E 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
You have a Kafka client application that has real-time processing requirements.
Which Kafka metric should you monitor?
- A. Consumer heartbeat rate to group coordinator
- B. Consumer lag between brokers and consumers
- C. Aggregate incoming byte rate
- D. Total time to serve requests to replica followers
Correct Answer: B 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
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