Confluent CCDAK : Confluent Certified Developer for Apache Kafka Certification Examination

CCDAK real exams

Exam Code: CCDAK

Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination

Updated: Sep 30, 2026

Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Topic 1: 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
          Topic 2: Kafka Streams and Processing- Kafka Streams API
          • 1. Stateful vs stateless processing
            • 2. Stream processing fundamentals
              - Event processing patterns
              • 1. Windowing and aggregation
                • 2. Exactly-once semantics
                  Topic 3: Kafka Ecosystem and Confluent Platform- Schema Registry
                  • 1. Avro, Protobuf, JSON Schema usage
                    - ksqlDB and connectors
                    • 1. Stream querying concepts
                      • 2. Kafka Connect basics
                        Topic 4: Kafka Fundamentals- Data flow in Kafka
                        • 1. Offset management
                          • 2. Producer and consumer model
                            - Kafka architecture and core concepts
                            • 1. Replication and fault tolerance
                              • 2. Brokers, topics, partitions

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                Question #1

                                Which partition assignment minimizes partition movements between two assignments?

                                • A. RoundRobinAssignor
                                • B. RangeAssignor
                                • C. PartitionAssignor
                                • D. StickyAssignor
                                Reveal Solution  Discussion  0

                                Correct Answer: D  🗳️

                                Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).

                                Question #2

                                (Which configuration is valid for deploying a JDBC Source Connector to read all rows from the orders table and write them to the dbl-orders topic?)

                                • A. {"name": "orders-connect","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
                                  max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl","topic.whitelist": "orders","auto.create":
                                  "true"}
                                • B. {"name": "dbl-orders","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
                                  max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
                                  "dbl-","table.blacklist": "ord*"}
                                • C. {"name": "jdbc-source","connector.class": "io.confluent.connect.jdbc.JdbcSourceConnector","tasks.
                                  max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
                                  "dbl-","table.whitelist": "orders"}
                                • D. {"name": "jdbc-source","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
                                  max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&useAutoAuth=true","topic.
                                  prefix": "dbl-","table.whitelist": "orders"}
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

                                Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).

                                Question #3

                                Clients that connect to a Kafka cluster are required to specify one or more brokers in the bootstrap.servers parameter.
                                What is the primary advantage of specifying more than one broker?

                                • A. It provides redundancy in making the initial connection to the Kafka cluster.
                                • B. It forces clients to enumerate every single broker in the cluster.
                                • C. It provides the ability to wake up dormant brokers.
                                • D. It is the mechanism to distribute a topic's partitions across multiple brokers.
                                Reveal Solution  Discussion  0

                                Correct Answer: A  🗳️

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                                Question #4

                                You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
                                What are two reasons for this response? (Select two.)

                                • A. The connect cluster has reached capacity, and new connectors cannot be created without expanding the cluster.
                                • B. The Connect cluster is in process of rebalancing.
                                • C. The connector configuration was invalid, and the response body will expand on the configuration error.
                                • D. The Connector already exists in the cluster.
                                Reveal Solution  Discussion  0

                                Correct Answer: B,D  🗳️

                                Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).

                                Question #5

                                (You started a new Kafka Connect worker.
                                Which configuration identifies the Kafka Connect cluster that your worker will join?)

                                • A. cluster.id
                                • B. group.id
                                • C. connector.id
                                • D. worker.id
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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