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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Where are source connector offsets stored?

A) topic.offset.config
B) offset.storage.topic
C) offset, storage, partitions
D) storage.offset.topic

2. You have a consumer group with default configuration settings reading messages from your Kafka cluster.
You need to optimize throughput so the consumer group processes more messages in the same amount of time.
Which change should you make?

A) Decrease the session timeout of each consumer.
B) Increase the number of bytes the consumers read with each fetch request.
C) Remove some consumers from the consumer group.
D) Disable auto commit and have the consumers manually commit offsets.

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

A) EOS in Kafka Streams is implemented by creating a separate Kafka topic for deduplication of all messages processed by the application.
B) Kafka Streams disables log compaction on internal changelog topics to preserve all state changes for potential recovery.
C) EOS in Kafka Streams relies on transactional producers to atomically commit state updates to changelog topics and output records to Kafka.
D) Kafka Streams provides EOS by periodically checkpointing state stores and replaying changelogs to recover only unprocessed messages during failure.

4. Which partition assignment minimizes partition movements between two assignments?

A) RangeAssignor
B) RoundRobinAssignor
C) StickyAssignor
D) PartitionAssignor

5. (A consumer application runs once every two weeks and reads from a Kafka topic.
The last time the application ran, the last offset processed was 217.
The application is configured with auto.offset.reset=latest.
The current offsets in the topic start at 318 and end at 588.
Which offset will the application start reading from when it starts up for its next run?)

A) 0
B) 318
C) 218
D) 589

Solutions: