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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. (You are developing a Kafka Streams application with a complex topology that has multiple sources, processors, sinks, and sub-topologies.
You are working in a development environment and do not have access to a real Kafka cluster or topics.
You need to perform unit testing on your Kafka Streams application.
Which should you use?)

A) TopologyTestDriver
B) TestProducer, TestConsumer
C) MockProducer, MockConsumer
D) KafkaUnitTestDriver

2. What are two examples of performance metrics?
(Select two.)

A) Number of active user sessions
B) incoming-byte-rate
C) Number of active users
D) fetch-rate
E) total-login-attempts
F) Time of last failed login

3. You are working on a Kafka cluster with three nodes. You create a topic named orders with:
replication.factor = 3
min.insync.replicas = 2
acks = allWhat exception will be generated if two brokers are down due to network delay?

A) NetworkException
B) NotEnoughReplicasException
C) NotCoordinatorException
D) NotLeaderForPartitionException

4. Which is true about topic compaction?

A) 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.
B) 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.
C) When a client produces a new event with an existing key, the broker immediately deletes the offset of the existing event.
D) Compaction will keep exactly one message per key after compaction of inactive log segments.

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

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

Solutions: