Confluent CCDAK Q&A - in .pdf

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Sep 08, 2025
  • Q & A: 260 Questions and Answers
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Confluent CCDAK Q&A - Testing Engine

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Sep 08, 2025
  • Q & A: 260 Questions and Answers
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. How do you read a table or stream from the beginning of a topic?

A) itemId as itemId,
B) id as orderId
C) id as paymentId
FROM orders o
INNER JOIN payments p WITHIN 1 HOURS ON p.id = o.id
INNER JOIN shipments s WITHIN 2 HOURS ON s.id
= o.id;
D) id as shipmentId,
E) CREATE STREAM shipped_orders AS
SELECT
F) SET 'auto.offset.reset' = 'latest';
SELECT STRUCT(f1 := v1, f2 := v2) FROM s1 EMIT CHANGES;
G) SELECT STRUCT(f1 := v1, f2 := v2) FROM s1 EMIT CHANGES;
H) SET 'auto.offset.reset' = 'earliest';
SELECT STRUCT(f1 := v1, f2 := v2) FROM s1 EMIT CHANGES;


2. In Java, Avro SpecificRecords classes are

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


3. You have a Kafka Connect cluster with multiple connectors.
One connector is not working as expected.
How can you find logs related to that specific connector?

A) Change the log level to DEBUG to have connector context information in logs.
B) Modify the log4j.properties file to enable connector context.
C) Modify the log4j.properties file to add a dedicated log appender for the connector.
D) Make no change, there is no way to find logs other than by stopping all the other connectors.


4. How can you gracefully make a Kafka consumer to stop immediately polling data from Kafka and gracefully shut down a consumer application?

A) Kill the consumer thread
B) Call consumer.wakeUp() and catch a WakeUpException
C) Call consumer.poll() in another thread


5. Which of the following setting increases the chance of batching for a Kafka Producer?

A) Increase batch.size
B) Increase message.max.bytes
C) Increase linger.ms
D) Increase the number of producer threads


Solutions:

Question # 1
Answer: H
Question # 2
Answer: A
Question # 3
Answer: C
Question # 4
Answer: B
Question # 5
Answer: C

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