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CCDAK Exam Dumps : Confluent Certified Developer for Apache Kafka Certification Examination

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Confluent Certified Developer for Apache Kafka Certification Examination Questions and Answers

Question 1

A stream processing application is consuming from a topic with five partitions. You run three instances of the application. Each instance has num.stream.threads=5.

You need to identify the number of stream tasks that will be created and how many will actively consume messages from the input topic.

Options:

A.

5 created, 1 actively consuming

B.

5 created, 5 actively consuming

C.

15 created, 5 actively consuming

D.

15 created, 15 actively consuming

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Question 2

Which statement is true about how exactly-once semantics (EOS) work in Kafka Streams?

Options:

A.

Kafka Streams disables log compaction on internal changelog topics to preserve all state changes for potential recovery.

B.

EOS in Kafka Streams relies on transactional producers to atomically commit state updates to changelog topics and output records to Kafka.

C.

Kafka Streams provides EOS by periodically checkpointing state stores and replaying changelogs to recover only unprocessed messages during failure.

D.

EOS in Kafka Streams is implemented by creating a separate Kafka topic for deduplication of all messages processed by the application.

Question 3

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.)

Options:

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 of producer.send() with a try/catch block to catch KafkaException.

D.

Check the value of ProducerRecord.status().