Confluent Certified Developer for Apache Kafka Certification Examination : CCDAK

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Jun 05, 2026     Q & A: 92 Questions and Answers

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. (You are writing to a Kafka topic with producer configuration acks=all.
The producer receives acknowledgements from the broker but still creates duplicate messages due to network timeouts and retries.
You need to ensure that duplicate messages are not created.
Which producer configuration should you set?)

A) retries=2147483647max.in.flight.requests.per.connection=1enable.idempotence=true
B) enable.auto.commit=true
C) retries=2147483647max.in.flight.requests.per.connection=5enable.idempotence=false
D) retries=0max.in.flight.requests.per.connection=5enable.idempotence=true


2. Match each configuration parameter with the correct option.
To answer choose a match for each option from the drop-down. Partial
credit is given for each correct answer.


3. 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=LastCommittedRecordOffset
D) kafka.controller:type=KafkaController,name=ActiveControllerCount
E) kafka.controller:type=KafkaController,name=TopicsToDeleteCount


4. You are working on a Kafka cluster with three nodes. You create a topic named orders with:
replication.factor = 3
min.insync.replicas = 2
acks = allWhat exception will be generated if two brokers are down due to network delay?

A) NotLeaderForPartitionException
B) NetworkException
C) NotCoordinatorException
D) NotEnoughReplicasException


5. (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) retention.ms=0
C) cleanup.policy=compact
D) retention.ms=infinite


Solutions:

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

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