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The CCDAK exam is one of the most valuable certification exams. The Confluent Certified Developer for Apache Kafka Certification Examination (CCDAK) certification exam opens a door for beginners or experienced PDFBraindumps professionals to enhance in-demand skills and gain knowledge. CCDAK exam credential is proof of candidates' expertise and knowledge. After getting success in the Confluent Certified Developer for Apache Kafka Certification Examination (CCDAK) certification exam, candidates can put their careers on the fast route and achieve their goals in a short period of time.
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Which message delivery semantic is guaranteed by Kafka Connect?
A. Exactly once
B. At most once
C. At least once
Answer: C
NEW QUESTION # 46
What isn't an internal Kafka Connect topic?
A. connect-status
B. connect-configs
C. connect-jars
D. connect-offsets
Answer: C
Explanation:
connect-configs stores configurations, connect-status helps to elect leaders for connect, and connect-offsets store source offsets for source connectors
NEW QUESTION # 47
How can you gracefully make a Kafka consumer to stop immediately polling data from Kafka and gracefully shut down a consumer application?
A. Call consumer.poll() in another thread
B. Call consumer.wakeUp() and catch a WakeUpException
NEW QUESTION # 48
What is a consequence of increasing the number of partitions in an existing Kafka topic?
A. Records with the same key could be located in different partitions.
B. The acknowledgment process will increase latency for producers using acks=all.
C. Existing data will be redistributed across the new number of partitions temporarily increasing cluster load.
D. Consumers will need to process data from more partitions which will significantly increase consumer lag.
Answer: D
Explanation:
Increasing partitions increases parallelism, but also means:
Consumers in a group may have to handle more partitions, especially if the number of consumers is lower than the number of partitions.
This can result in increased lag, especially under high load.
From Kafka Topic Management Docs:
"Increasing the number of partitions increases consumer work, and if consumers can't keep up, lag can accumulate." A is false: existing data is not redistributed.
B is false: records with the same key always map to the same partition based on hash.
D is not directly impacted by the partition count.
Reference: Kafka Topic Management > Adding Partitions
NEW QUESTION # 49
A Zookeeper ensemble contains 3 servers. Over which ports the members of the ensemble should be able to communicate in default configuration? (select three)
NEW QUESTION # 50
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