Learn with Confluent : CCDAK training material for 100% pass
Updated: Jul 14, 2026
No. of Questions: 92 Questions & Answers with Testing Engine
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
1. (You are writing a producer application and need to ensure proper delivery.
You configure the producer with acks=all.
Which two actions should you take to ensure proper error handling?
Select two.)
A) Use a callback argument in producer.send() where you check delivery status.
B) Check that producer.send() returned a RecordMetadata object and is not null.
C) Surround the call to producer.send() with a try/catch block to catch KafkaException.
D) Check the value of ProducerRecord.status().
2. 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.include.messages=true
C) errors.tolerance=none
D) errors.log.enable=true
E) errors.deadletterqueue.topic.name=DLQ-Topic
F) errors.tolerance=all
3. Which two statements are correct about transactions in Kafka?
(Select two.)
A) All messages from a failed transaction will be deleted from a Kafka topic.
B) Consumers can consume both committed and uncommitted transactions.
C) Transactions guarantee at least once delivery of messages.
D) Transactions are only possible when writing messages to a topic with single partition.
E) Information about producers and their transactions is stored in the _transaction_state topic.
4. Your company has three Kafka clusters: Development, Testing, and Production.
The Production cluster is running out of storage, so you add a new node.
Which two statements about the new node are true?
(Select two.)
A) A new node will not have any partitions assigned to it unless a new topic is created or reassignment occurs.
B) A new node can be added without stopping existing cluster nodes.
C) A newly added node will have KRaft controller role by default.
D) A node ID will be assigned to the new node automatically.
5. The producer code below features a Callback class with a method called onCompletion().
When will the onCompletion() method be invoked?
A) When a consumer sends an acknowledgement to the producer
B) When the producer receives the acknowledgment from the broker
C) When the producer puts the message into its socket buffer
D) When the producer batches the message
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: A,E,F | Question # 3 Answer: B,E | Question # 4 Answer: A,B | Question # 5 Answer: B |
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