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Confluent CCDAK Exam : Confluent Certified Developer for Apache Kafka Certification Examination

CCDAK actual test
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Sep 28, 2026
  • Q & A: 92 Questions and Answers
  • PDF Demo
  • PC Test Engine
  • Online Test Engine
  • Total Price: $59.99  

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Kafka Streams and Processing- Event processing patterns
  • 1. Exactly-once semantics
    • 2. Windowing and aggregation
      - Kafka Streams API
      • 1. Stateful vs stateless processing
        • 2. Stream processing fundamentals
          Kafka Fundamentals- Kafka architecture and core concepts
          • 1. Replication and fault tolerance
            • 2. Brokers, topics, partitions
              - Data flow in Kafka
              • 1. Offset management
                • 2. Producer and consumer model
                  Kafka Producers and Consumers- Producer API
                  • 1. Reliability and acknowledgments
                    • 2. Serialization and partitioning strategies
                      - Consumer API
                      • 1. Rebalancing and offset commits
                        • 2. Consumer groups
                          Kafka Ecosystem and Confluent Platform- Schema Registry
                          • 1. Avro, Protobuf, JSON Schema usage
                            - ksqlDB and connectors
                            • 1. Kafka Connect basics
                              • 2. Stream querying concepts

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                Question #1

                                You need to consume messages from Kafka using the command-line interface (CLI).
                                Which command should you use?

                                • A. kafka-consume
                                • B. kafka-get-messages
                                • C. kafka-console-consumer
                                • D. kafka-consumer
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

                                Explanation: Only visible for ExamsReviews members. You can sign-up / login (it's free).

                                Question #2

                                (A consumer application needs to use an at-most-once delivery semantic.
                                What is the best consumer configuration and code skeleton to avoid duplicate messages being read?)

                                • A. auto.offset.reset=earliest and enable.auto.commit=falsewhile (true) {final var records = consumer.poll (POLL_TIMEOUT);for (var record : records) {// Any processing}consumer.commitAsync();}
                                • B. auto.offset.reset=earliest and enable.auto.commit=truewhile (true) {final var records = consumer.poll (POLL_TIMEOUT);consumer.commitAsync();for (var record : records) {// Any processing}}
                                • C. auto.offset.reset=earliest and enable.auto.commit=falsewhile (true) {final var records = consumer.poll (POLL_TIMEOUT);consumer.commitAsync();for (var record : records) {// Any processing}}
                                • D. auto.offset.reset=latest and enable.auto.commit=truewhile (true) {final var records = consumer.poll (POLL_TIMEOUT);for (var record : records) {// Any processing}consumer.commitAsync();}
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

                                Explanation: Only visible for ExamsReviews members. You can sign-up / login (it's free).

                                Question #3

                                You need to correctly join data from two Kafka topics.
                                Which two scenarios will allow for co-partitioning?
                                (Select two.)

                                • A. Both topics have the same number of partitions.
                                • B. Both topics have the same retention time.
                                • C. Both topics have the same value schema.
                                • D. Both topics have the same key and partitioning strategy.
                                Reveal Solution  Discussion  0

                                Correct Answer: A,D  🗳️

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                                Question #4

                                A producer is configured with the default partitioner. It is sending records to a topic that is configured with five partitions. The record does not contain any key.
                                What is the result of this?

                                • A. Records will be sent to the least used partition.
                                • B. Records will be dispatched among the available partitions.
                                • C. Records will be sent to partition 0.
                                • D. An error will be raised and no record will be sent.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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                                Question #5

                                Which statement is true about how exactly-once semantics (EOS) work in Kafka Streams?

                                • A. EOS in Kafka Streams is implemented by creating a separate Kafka topic for deduplication of all messages processed by the application.
                                • B. Kafka Streams provides EOS by periodically checkpointing state stores and replaying changelogs to recover only unprocessed messages during failure.
                                • C. EOS in Kafka Streams relies on transactional producers to atomically commit state updates to changelog topics and output records to Kafka.
                                • D. Kafka Streams disables log compaction on internal changelog topics to preserve all state changes for potential recovery.
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

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