Confluent CCDAK Q&A - in .pdf

  • CCDAK pdf
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Aug 07, 2026
  • Q & A: 92 Questions and Answers
  • Convenient, easy to study.
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  • Updated: Aug 07, 2026
  • Q & A: 92 Questions and Answers
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Confluent CCDAK Q&A - Testing Engine

  • CCDAK Testing Engine
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Aug 07, 2026
  • Q & A: 92 Questions and Answers
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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Kafka Producers and Consumers- Consumer API
  • 1. Consumer groups
    • 2. Rebalancing and offset commits
      - Producer API
      • 1. Reliability and acknowledgments
        • 2. Serialization and partitioning strategies
          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 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 Ecosystem and Confluent Platform- ksqlDB and connectors
                          • 1. Stream querying concepts
                            • 2. Kafka Connect basics
                              - Schema Registry
                              • 1. Avro, Protobuf, JSON Schema usage

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                1. You need to configure a sink connector to write records that fail into a dead letter queue topic. Requirements:
                                Topic name: DLQ-Topic
                                Headers containing error context must be added to the messagesWhich three configuration parameters are necessary?(Select three.)

                                A) errors.deadletterqueue.context.headers.enable=true
                                B) errors.log.enable=true
                                C) errors.log.include.messages=true
                                D) errors.tolerance=none
                                E) errors.tolerance=all
                                F) errors.deadletterqueue.topic.name=DLQ-Topic


                                2. Which configuration determines how many bytes of data are collected before sending messages to the Kafka broker?

                                A) send.buffer.bytes
                                B) max.block.size
                                C) buffer.memory
                                D) batch.size


                                3. (You are experiencing low throughput from a Java producer.
                                Kafka producer metrics show a low I/O thread ratio and low I/O thread wait ratio.
                                What is the most likely cause of the slow producer performance?)

                                A) Compression is enabled.
                                B) There is a bad data link layer (Layer 2) connection from the producer to the cluster.
                                C) The producer code has an expensive callback function.
                                D) The producer is sending large batches of messages.


                                4. (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": "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"}
                                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": "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"}


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


                                Solutions:

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

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