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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. (A consumer application needs to use an at-most-once delivery semantic.
What is the best consumer configuration and code skeleton to avoid duplicate messages being read?)

A) auto.offset.reset=earliest and enable.auto.commit=falsewhile (true) {final var records = consumer.poll (POLL_TIMEOUT);consumer.commitAsync();for (var record : records) {// Any processing}}
B) auto.offset.reset=latest and enable.auto.commit=truewhile (true) {final var records = consumer.poll (POLL_TIMEOUT);for (var record : records) {// Any processing}consumer.commitAsync();}
C) auto.offset.reset=earliest and enable.auto.commit=falsewhile (true) {final var records = consumer.poll (POLL_TIMEOUT);for (var record : records) {// Any processing}consumer.commitAsync();}
D) auto.offset.reset=earliest and enable.auto.commit=truewhile (true) {final var records = consumer.poll (POLL_TIMEOUT);consumer.commitAsync();for (var record : records) {// Any processing}}


2. You need to explain the best reason to implement the consumer callback interface ConsumerRebalanceListener prior to a Consumer Group Rebalance.
Which statement is correct?

A) Partitions assigned to a consumer may change.
B) Previous log files are deleted.
C) Partition leaders may change.
D) Offsets are compacted.


3. You need to correctly join data from two Kafka topics.
Which two scenarios will allow for co-partitioning?
(Select two.)

A) Both topics have the same key and partitioning strategy.
B) Both topics have the same number of partitions.
C) Both topics have the same value schema.
D) Both topics have the same retention time.


4. Match the topic configuration setting with the reason the setting affects topic durability.
(You are given settings like unclean.leader.election.enable=false, replication.factor, min.insync.replicas=2)


5. (You are building real-time streaming applications using Kafka Streams.
Your application has a custom transformation.
You need to define custom processors in Kafka Streams.
Which tool should you use?)

A) Kafka Streams Domain Specific Language (DSL)
B) Kafka Streams Custom Transformation Language
C) TopologyTestDriver
D) Processor API


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A
Question # 3
Answer: A,B
Question # 4
Answer: Only visible for members
Question # 5
Answer: D

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