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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. When auto.create.topics.enable is set to true in Kafka configuration, what are the circumstances under which a Kafka broker automatically creates a topic? (select three)

A) Producer sends message to a topic
B) Consumer reads message from a topic
C) Client alters number of partitions of a topic
D) Client requests metadata for a topic

2. In Java, Avro SpecificRecords classes are

A) written manually by the programmer
B) automatically generated from an Avro Schema + a Maven / Gradle Plugin
C) automatically generated from an Avro Schema

3. You are experiencing low throughput from a Java producer. You monitor the Kafka metrics and notice that the metrics for that producer show low I/O thread ratio and low I/O thread wait ratio.
What is most likely the cause of the slow producer performance?

A) Compression is enabled.
B) There is a bad data link layer (layer 2) connection from the producer to the cluster.
C) The producer code has an expensive callback function.
D) The producer is sending large batches of messages.

4. Which SMTs is used to change the data type?

A) org.apache.kafka.connect.transforms.TimestampRouter
B) io.confluent.connect.transforms.TombstoneHandler
C) org.apache.kafka.connect.transforms.Flatten
D) org.apache.kafka.connect.transforms.Cast

5. You need to correctly join data from two Kafka topics.
What will allow for the co-partitioning? (Choose 2.)

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

Solutions: