Confluent CCDAK - Confluent Certified Developer for Apache Kafka Certification Examination

Confluent CCDAK Actual PDF
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Jun 18, 2026
  • Q & A: 92 Questions and Answers
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. The producer code below features a Callback class with a method called onCompletion().
In the onCompletion() method, when the request is completed successfully, what does the value metadata.
offset() represent?

A) The ID of the partition to which the message was committed
B) Its position in the producer's batch of messages
C) The sequential ID of the message committed into a partition
D) The number of bytes that overflowed beyond a producer batch of messages


2. (You are designing a stream pipeline to monitor the real-time location of GPS trackers, where historical location data is not required.
Each event has:
* Key: trackerId
* Value: latitude, longitude
You need to ensure that the latest location for each tracker is always retained in the Kafka topic.
Which topic configuration parameter should you set?)

A) min.cleanable.dirty.ratio=-1
B) cleanup.policy=compact
C) retention.ms=infinite
D) retention.ms=0


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

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


4. (You have a Kafka consumer in production actively reading from a critical topic from which multiple other applications are consuming.
You have a new requirement to update the offset of your consumer to start reading from the beginning of the topic.
Which action would you take?)

A) Update the consumer configuration by setting the auto.offset.reset property to earliest.
B) Start a new consumer application with the same consumer group id.
C) Update the consumer group's offset to the earliest position using the kafka-consumer-groups CLI tool.
D) Temporarily configure the topic's retention.ms parameter to 0 to empty the topic.


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


Solutions:

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

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