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: Aug 17, 2026

Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                1. (An S3 source connector named s3-connector stopped running.
                                You use the Kafka Connect REST API to query the connector and task status.
                                One of the three tasks has failed.
                                You need to restart the connector and all currently running tasks.
                                Which REST request will restart the connector instance and all its tasks?)

                                A) POST /connectors/s3-connector/restart?includeTasks=true&onlyFailed=true
                                B) POST /connectors/s3-connector/restart?includeTasks=true
                                C) POST /connectors/s3-connector/restart
                                D) POST /connectors/s3-connector/tasks/0/restart


                                2. What are three built-in abstractions in the Kafka Streams DSL?
                                (Select three.)

                                A) GlobalKStream
                                B) KTable
                                C) GlobalKTable
                                D) StreamTable
                                E) KStream


                                3. (You are configuring a source connector that writes records to an Orders topic.
                                You need to send some of the records to a different topic.
                                Which Single Message Transform (SMT) is best suited for this requirement?)

                                A) TombstoneHandler
                                B) RegexRouter
                                C) HeaderFrom
                                D) InsertField


                                4. This schema excerpt is an example of which schema format?
                                package com.mycorp.mynamespace;
                                message SampleRecord {
                                int32 Stock = 1;
                                double Price = 2;
                                string Product_Name = 3;
                                }

                                A) Avro
                                B) JSON Schema
                                C) Protobuf
                                D) YAML


                                5. Your Kafka cluster has five brokers. The topic t1 on the cluster has:
                                Two partitions
                                Replication factor = 4
                                min.insync.replicas = 3You need strong durability guarantees for messages written to topic t1.You configure a producer acks=all and all the replicas for t1 are in-sync.How many brokers need to acknowledge a message before it is considered committed?

                                A) 3
                                B) 4
                                C) 5
                                D) 2


                                Solutions:

                                Question # 1
                                Answer: B
                                Question # 2
                                Answer: B,C,E
                                Question # 3
                                Answer: B
                                Question # 4
                                Answer: C
                                Question # 5
                                Answer: A

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