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Confluent CCDAK Exam Syllabus Topics:

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. This schema excerpt is an example of which schema format?
package com.mycorp.mynamespace;
message SampleRecord {
int32 Stock = 1;
double Price = 2;
string Product_Name = 3;
}

A) JSON Schema
B) Avro
C) Protobuf
D) YAML

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

3. (You are configuring a source connector that writes records to an Orders topic.
You need to send some of the records to a different topic.
Which Single Message Transform (SMT) is best suited for this requirement?)

A) TombstoneHandler
B) InsertField
C) HeaderFrom
D) RegexRouter

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

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

5. You are writing to a topic with acks=all.
The producer receives acknowledgments but you notice duplicate messages.
You find that timeouts due to network delay are causing resends.
Which configuration should you use to prevent duplicates?

A) retries=2147483647max.in.flight.requests.per.connection=5enable.idempotence=true
B) retries=2147483647max.in.flight.requests.per.connection=1enable.idempotence=false
C) enable.auto.commit=true
D) retries=0max.in.flight.requests.per.connection=5enable.idempotence=true

Solutions: