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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Apache Kafka Streams | 12% | - Stream processing operations: map, filter, join, aggregation - Streams API concepts: topology, processors, state stores - Windowing and time semantics - Error handling and state management |
| Topic 2: Application Observability | 13% | - Tracing and performance tuning - Error diagnosis and troubleshooting - Logging and monitoring metrics |
| Topic 3: Apache Kafka Application Development | 28% | - Producer API: configuration, serialization, partitioning, error handling - Schema management: Confluent Schema Registry, compatibility rules, evolution - Transactional messaging and idempotence - Consumer API: configuration, offset management, consumer groups, rebalancing |
| Topic 4: Application Testing | 8% | - Mocking and test utilities - Unit testing producers and consumers - Integration testing and test clusters |
| Topic 5: Apache Kafka Fundamentals | 23% | - Kafka architecture and data flow - Configuration basics and cluster setup - Core concepts: brokers, topics, partitions, replicas, offsets - Delivery semantics: at-most-once, at-least-once, exactly-once |
| Topic 6: Kafka Connect | 15% | - Data transformation and integration patterns - Source and sink connectors configuration - Connect architecture: workers, connectors, tasks, converters |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
Kafka producers can batch messages going to the same partition.
Which statement is correct about producer batching?
- A. Producers can include multiple batches in a single request to a broker.
- B. Producers can only batch messages of the same size.
- C. Producers have a separate background thread for each batch.
- D. Two or more broker failures will automatically disable batching on the producer.
Correct Answer: A 🗳️
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What are three built-in abstractions in the Kafka Streams DSL?
(Select three.)
- A. KStream
- B. GlobalKStream
- C. GlobalKTable
- D. StreamTable
- E. KTable
Correct Answer: A,C,E 🗳️
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(You need to send a JSON message on the wire. The message key is a string.
How would you do this?)
- A. Specify a key serializer class for the JSON contents of the message's value. Set the value serializer class to null.
- B. Specify a value serializer class for the JSON contents of the message's value. Set the key serializer class to null.
- C. Specify a value serializer class for the JSON contents of the message's value. Set the key serializer class to JSON.
- D. Specify a value serializer class for the JSON contents of the message's value. Set a key serializer for the string value.
Correct Answer: D 🗳️
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What is the default maximum size of a message the Apache Kafka broker can accept?
- A. 1MB
- B. 2MB
- C. 5MB
- D. 10MB
Correct Answer: A 🗳️
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(What are two stateless operations in the Kafka Streams API?
Select two.)
- A. Filter
- B. Join
- C. Reduce
- D. GroupBy
Correct Answer: A,D 🗳️
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