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Confluent CCDAK certification exam covers a wide range of topics related to Kafka, including Kafka architecture, Kafka clusters, Kafka streams, Kafka security, and Kafka monitoring. Confluent Certified Developer for Apache Kafka Certification Examination certification exam is designed for developers who have experience with Kafka and want to validate their skills and knowledge in the field. CCDAK Exam is designed to test the understanding and expertise of developers in Kafka and related technologies. Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q173-Q178):NEW QUESTION # 173
What are three built-in abstractions in the Kafka Streams DSL?
(Select three.)
A. StreamTable
B. KStream
C. GlobalKTable
D. GlobalKStream
E. KTable
Answer: B,C,E
Explanation:
TheKafka Streams DSLprovides three primary abstractions:
* KStream: Represents an unbounded stream of records (append-only).
* KTable: Represents a changelog stream where each key has the latest value (like a materialized view).
* GlobalKTable: A fully replicated version of KTable across all stream instances, enabling global joins.
FromKafka Streams Developer Guide:
"Kafka Streams provides three core abstractions: KStream, KTable, and GlobalKTable, each serving different purposes in stream processing and joins."
* GlobalKStream and StreamTable donot existin Kafka's API.
Reference:Kafka Streams Concepts > KStream, KTable, GlobalKTable
NEW QUESTION # 174
What isn't an internal Kafka Connect topic?
A. connect-status
B. connect-offsets
C. connect-configs
D. connect-jars
Answer: D
Explanation:
connect-configs stores configurations, connect-status helps to elect leaders for connect, and connect-offsets store source offsets for source connectors
NEW QUESTION # 175
In Kafka, what are Topics split into?
A. Consumers
B. Sub Topics
C. Chunks
D. Partitions
Answer: D
NEW QUESTION # 176
Which partition assignment minimizes partition movements between two assignments?
A. PartitionAssignor
B. RangeAssignor
C. RoundRobinAssignor
D. StickyAssignor
Answer: D
NEW QUESTION # 177
How often is log compaction evaluated?
A. Every time a new partition is created
B. Every time a message is flushed to disk
C. Every time a segment is closed
D. Every time a message is sent to Kafka
Answer: C
Explanation:
Log compaction is evaluated every time a segment is closed. It will be triggered if enough data is "dirty" (see dirty ratio config)
NEW QUESTION # 178
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