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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. A consumer is configured with enable.auto.commit=false. What happens when close() is called on the consumer object?

A) The uncommitted offsets are committed
B) The group coordinator will discover that the consumer stopped sending heartbeats. It will cause rebalance after session.timeout.ms
C) A rebalance in the consumer group will happen immediately

2. A consumer application runs once a week 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 set to "latest". The current offsets in the topic start at 318 and end at 588.
What offset will the application start reading when it starts up for its next run?

A) 318
B) 588
C) 217
D) 0

3. Match the testing tool with the type of test it is typically used to perform.

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

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

5. A producer just sent a message to the leader broker for a topic partition. The producer used acks=1 and therefore the data has not yet been replicated to followers. Under which conditions will the consumer see the message?

A) Never, the produce request will fail
B) Right away
C) When the high watermark has advanced
D) When the message has been fully replicated to all replicas

Solutions: