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The CCDAK exam is a comprehensive assessment of a developer's knowledge of the Kafka ecosystem and its various components, such as Kafka Connect, Kafka Streams, and Schema Registry. CCDAK exam covers a broad range of topics, including Kafka architecture, data modeling, event-driven design, and security. Developers who pass the CCDAK exam will have demonstrated their ability to develop Kafka-based applications that are scalable, reliable, and secure, and they will be recognized as experts in the Kafka ecosystem. The CCDAK Certification is an essential credential for developers who wish to work with Kafka and Confluent's platform and is highly valued by organizations that use Kafka as their messaging and streaming platform.
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q192-Q197):
NEW QUESTION # 192
A stream processing application is tracking the user activity of online shopping carts. The application tracks items added to the cart, items removed from the cart, and items ordered from the cart throughout the day for each user.
You need to capture the data to identify possible periods of user inactivity.
Which type of Kafka Streams window should you use?
Answer: B
NEW QUESTION # 193
You have a Kafka client application that has real-time processing requirements.
What are the most important metrics available in Kafka that you should monitor?
Answer: B
NEW QUESTION # 194
A client connects to a broker in the cluster and sends a fetch request for a partition in a topic. It gets an exception Not Leader For Partition Exception in the response. How does client handle this situation?
Answer: D
Explanation:
In case the consumer has the wrong leader of a partition, it will issue a metadata request. The Metadata request can be handled by any node, so clients know afterwards which broker are the designated leader for the topic partitions. Produce and consume requests can only be sent to the node hosting partition leader.
NEW QUESTION # 195
Refer to the producer code below. It features a 'Callback' class with a method called 'onCompletion()'.
In the 'on Completion*.)' method, what does the 'metadata.offset()' value represent?
producer.send(record, new MyCallback(record));
Answer: C
NEW QUESTION # 196
How do you read a table or stream from the beginning of a topic?
Answer: B
NEW QUESTION # 197
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