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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Which two statements are correct about transactions in Kafka?
(Select two.)

A) Information about producers and their transactions is stored in the _transaction_state topic.
B) Transactions guarantee at least once delivery of messages.
C) Consumers can consume both committed and uncommitted transactions.
D) All messages from a failed transaction will be deleted from a Kafka topic.
E) Transactions are only possible when writing messages to a topic with single partition.

2. You use Kafka Connect with the JDBC source connector to extract data from a large database and push it into Kafka.
The database contains tens of tables, and the current connector is unable to process the data fast enough.
You add more Kafka Connect workers, but throughput doesn't improve.
What should you do next?

A) Increase the number of Kafka partitions for the topics.
B) Modify the database schemas to enable horizontal sharding.
C) Increase the value of the connector's property tasks.max.
D) Add more Kafka brokers to the cluster.

3. (A stream processing application tracks user activity in online shopping carts, including items added, removed, and ordered throughout the day for each user.
You need to capture data to identify possible periods of user inactivity.
Which type of Kafka Streams window should you use?)

A) Sliding
B) Hopping
C) Tumbling
D) Session

4. Which two producer exceptions are examples of the class RetriableException? (Select two.)

A) AuthorizationException
B) RecordTooLargeException
C) LeaderNotAvailableException
D) NotEnoughReplicasException

5. What are three built-in abstractions in the Kafka Streams DSL?
(Select three.)

A) GlobalKTable
B) KStream
C) StreamTable
D) GlobalKStream
E) KTable

Solutions: