Confluent Certified Developer for Apache Kafka Certification Examination : CCDAK

CCDAK testking pdf
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Exam Code: CCDAK

Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination

Updated: Aug 13, 2026

Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

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

                                A) kafka-consumer
                                B) kafka-get-messages
                                C) kafka-console-consumer
                                D) kafka-consume


                                2. You need to set alerts on key broker metrics to trigger notifications when the cluster is unhealthy.
                                Which are three minimum broker metrics to monitor?
                                (Select three.)

                                A) kafka.controller:type=KafkaController,name=LastCommittedRecordOffset
                                B) kafka.controller:type=KafkaController,name=ActiveControllerCount
                                C) kafka.controller:type=ControllerStats,name=UncleanLeaderElectionsPerSec
                                D) kafka.controller:type=KafkaController,name=TopicsToDeleteCount
                                E) kafka.controller:type=KafkaController,name=OfflinePartitionsCount


                                3. You are creating a Kafka Streams application to process retail data.
                                Match the input data streams with the appropriate Kafka Streams object.


                                4. (A stream processing application tracks user activity in online shopping carts, including items added, removed, and ordered throughout the day for each user.
                                You need to capture data to identify possible periods of user inactivity.
                                Which type of Kafka Streams window should you use?)

                                A) Session
                                B) Tumbling
                                C) Hopping
                                D) Sliding


                                5. Which two statements are correct about transactions in Kafka?
                                (Select two.)

                                A) All messages from a failed transaction will be deleted from a Kafka topic.
                                B) Information about producers and their transactions is stored in the _transaction_state topic.
                                C) Transactions guarantee at least once delivery of messages.
                                D) Transactions are only possible when writing messages to a topic with single partition.
                                E) Consumers can consume both committed and uncommitted transactions.


                                Solutions:

                                Question # 1
                                Answer: C
                                Question # 2
                                Answer: B,C,E
                                Question # 3
                                Answer: Only visible for members
                                Question # 4
                                Answer: A
                                Question # 5
                                Answer: B,E

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