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Updated: Jun 19, 2026
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
1. Which configuration determines how many bytes of data are collected before sending messages to the Kafka broker?
A) batch.size
B) buffer.memory
C) max.block.size
D) send.buffer.bytes
2. Which statement is true about how exactly-once semantics (EOS) work in Kafka Streams?
A) Kafka Streams provides EOS by periodically checkpointing state stores and replaying changelogs to recover only unprocessed messages during failure.
B) Kafka Streams disables log compaction on internal changelog topics to preserve all state changes for potential recovery.
C) EOS in Kafka Streams is implemented by creating a separate Kafka topic for deduplication of all messages processed by the application.
D) EOS in Kafka Streams relies on transactional producers to atomically commit state updates to changelog topics and output records to Kafka.
3. You have a topic t1 with six partitions. You use Kafka Connect to send data from topic t1 in your Kafka cluster to Amazon S3. Kafka Connect is configured for two tasks.
How many partitions will each task process?
A) 6
B) 12
C) 3
D) 2
4. (What are two stateless operations in the Kafka Streams API?
Select two.)
A) Filter
B) GroupBy
C) Reduce
D) Join
5. (You want to enrich the content of a topic by joining it with key records from a second topic.
The two topics have a different number of partitions.
Which two solutions can you use?
Select two.)
A) Use a KStream-KTable join; Kafka Streams will automatically repartition the topics to satisfy the co- partitioning constraint.
B) Create as many Kafka Streams application instances as the maximum number of partitions of the two topics and use a KStream-KTable join.
C) Use a GlobalKTable for one of the topics where data does not change frequently and use a KStream- GlobalKTable join.
D) Repartition one topic to a new topic with the same number of partitions as the other topic (co- partitioning constraint) and use a KStream-KTable join.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: A,B | Question # 5 Answer: C,D |
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