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Confluent CCDAK Exam Syllabus Topics:

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

Question 1

You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
What are two reasons for this response? (Select two.)

A. The connect cluster has reached capacity, and new connectors cannot be created without expanding the cluster.
B. The connector configuration was invalid, and the response body will expand on the configuration error.
C. The Connector already exists in the cluster.
D. The Connect cluster is in process of rebalancing.

Question 2

You are experiencing low throughput from a Java producer.
Metrics show 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. There is a bad data link layer (layer 2) connection from the producer to the cluster.
C. The producer is sending large batches of messages.
D. Compression is enabled.

Question 3

(You are writing lightweight XML messages to a Kafka topic named userinfo.
Which format should you use for the value field?)

A. ByteSerializer
B. StringSerializer
C. VoidSerializer
D. XmlSerializer

Question 4

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

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

Question 5

What is accomplished by producing data to a topic with a message key?

A. Consumers can filter messages in real time based on the message key without processing unrelated messages.
B. Messages with the same key are routed to a deterministically selected partition, enabling order guarantees within that partition.
C. Kafka brokers allow you to add more partitions to a given topic, without impacting the data flow for existing keys.
D. It provides a mechanism for encrypting messages at the partition level to ensure secure data transmission.

Solutions: