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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. You have a Kafka Connect cluster with multiple connectors.
One connector is not working as expected.
How can you find logs related to that specific connector?

A) Modify the log4j.properties file to enable connector context.
B) Change the log level to DEBUG to have connector context information in logs.
C) Modify the log4j.properties file to add a dedicated log appender for the connector.
D) Make no change, there is no way to find logs other than by stopping all the other connectors.

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

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

3. 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) Offsets are compacted.
C) Partition leaders may change.
D) Previous log files are deleted.

4. Where are source connector offsets stored?

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

5. What is accomplished by producing data to a topic with a message key?

A) It provides a mechanism for encrypting messages at the partition level to ensure secure data transmission.
B) Messages with the same key are routed to a deterministically selected partition, enabling order guarantees within that partition.
C) Consumers can filter messages in real time based on the message key without processing unrelated messages.
D) Kafka brokers allow you to add more partitions to a given topic, without impacting the data flow for existing keys.

Solutions: