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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. (You create an Orders topic with 10 partitions.
The topic receives data at high velocity.
Your Kafka Streams application initially runs on a server with four CPU threads.
You move the application to another server with 10 CPU threads to improve performance.
What does this example describe?)

A) Horizontal Scaling
B) Scaling Out
C) Plain Scaling
D) Vertical Scaling

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

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

3. Which partition assignment minimizes partition movements between two assignments?

A) PartitionAssignor
B) StickyAssignor
C) RoundRobinAssignor
D) RangeAssignor

4. You need to configure a sink connector to write records that fail into a dead letter queue topic. Requirements:
Topic name: DLQ-Topic
Headers containing error context must be added to the messagesWhich three configuration parameters are necessary?(Select three.)

A) errors.tolerance=all
B) errors.deadletterqueue.context.headers.enable=true
C) errors.log.enable=true
D) errors.log.include.messages=true
E) errors.deadletterqueue.topic.name=DLQ-Topic
F) errors.tolerance=none

5. (You are developing a Java application that includes a Kafka consumer.
You need to integrate Kafka client logs with your own application logs.
Your application is using the Log4j2 logging framework.
Which Java library dependency must you include in your project?)

A) SLF4J implementation for Log4j2 (org.apache.logging.log4j:log4j-slf4j-impl)
B) SLF4J implementation for Log4j 1.2 (org.slf4j:slf4j-log4j12)
C) Just the Log4j2 dependency of the application
D) None, the correct dependency will be added transitively by the Kafka client

Solutions: