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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. An application is consuming messages from Kafka.
The application logs show that partitions are frequently being reassigned within the consumer group.
Which two factors may be contributing to this?
(Select two.)

A) The number of partitions does not match the number of application instances.
B) There is a slow consumer processing application.
C) There is a storage issue on the broker.
D) An instance of the application is crashing and being restarted.

2. You are creating a Kafka Streams application to process retail data.
Match the input data streams with the appropriate Kafka Streams object.

3. Which two statements about Kafka Connect Single Message Transforms (SMTs) are correct?
(Select two.)

A) Multiple SMTs can be chained together and act on source or sink messages.
B) SMTs are often used to join multiple records from a source data system into a single Kafka record.
C) Masking data is a good example of an SMT.
D) SMT functionality is included within Kafka Connect converters.

4. (You are designing a stream pipeline to monitor the real-time location of GPS trackers, where historical location data is not required.
Each event has:
* Key: trackerId
* Value: latitude, longitude
You need to ensure that the latest location for each tracker is always retained in the Kafka topic.
Which topic configuration parameter should you set?)

A) cleanup.policy=compact
B) retention.ms=0
C) min.cleanable.dirty.ratio=-1
D) retention.ms=infinite

5. Match each configuration parameter with the correct deployment step in installing a Kafka connector.

Solutions: