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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Which is true about topic compaction?

A) When a client produces a new event with an existing key, the broker immediately deletes the offset of the existing event.
B) Topic compaction does not remove old events; instead, when clients consume events from a compacted topic, they store events in a hashmap that maintains the latest value.
C) Compaction will keep exactly one message per key after compaction of inactive log segments.
D) When a client produces a new event with an existing key, the old value is overwritten with the new value in the compacted log segment.

2. Where are source connector offsets stored?

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

3. Your application is consuming from a topic with one consumer group.
The number of running consumers is equal to the number of partitions.
Application logs show that some consumers are leaving the consumer group during peak time, triggering a rebalance. You also notice that your application is processing many duplicates.
You need to stop consumers from leaving the consumer group.
What should you do?

A) Split consumers in different consumer groups.
B) Add more consumer instances.
C) Increase session.timeout.ms property.
D) Reduce max.poll.records property.

4. Which two statements are correct when assigning partitions to the consumers in a consumer group using the assign() API?
(Select two.)

A) All topics must have the same number of partitions to use assign() API.
B) The consumer chooses which partition to read without any assignment from brokers.
C) It is mandatory to subscribe to a topic before calling assign() to assign partitions.
D) The consumer group will not be rebalanced if a consumer leaves the group.

5. Match each configuration parameter with the correct deployment step in installing a Kafka connector.

Solutions: