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[General] CCDAK Practice Exam Fee - CCDAK Top Exam Dumps

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【General】 CCDAK Practice Exam Fee - CCDAK Top Exam Dumps

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The CCDAK exam covers a wide range of topics, including Kafka architecture, data modeling, stream processing, and security. CCDAK examination comprises multiple-choice questions and hands-on exercises that require the candidate to demonstrate their practical knowledge of Kafka. Successful completion of the CCDAK exam certifies that the individual has the expertise to design, build, and maintain Kafka-based solutions, making them a valuable asset to any organization that uses Kafka for data processing and messaging.
The CCDAK Certification is an excellent way to demonstrate to potential employers that one has the skills and knowledge required to work with the Kafka platform. It is also an excellent way to stay up-to-date with the latest developments in the Kafka community. Confluent Certified Developer for Apache Kafka Certification Examination certification is highly respected in the industry and is recognized by leading organizations worldwide.
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q30-Q35):NEW QUESTION # 30
You are sending messages to a Kafka cluster in JSON format and want to add more information related to each message:
Format of the message payload
Message creation time
A globally unique identifier that allows the message to be traced through the systemWhere should this additional information be set?
  • A. Key
  • B. Broker
  • C. Header
  • D. Value
Answer: C
Explanation:
Kafka message headers are the right place to include metadata such as:
Payload format (e.g., schema version)
Timestamps (custom)
Trace or correlation IDs
From Kafka Producer API Docs:
"Headers are a map of key-value pairs that can be used to include metadata alongside the message, without modifying the message body." Keys determine partitioning and ordering Values are the message payload Brokers do not store arbitrary metadata fields Reference: Kafka ProducerRecord API > Headers

NEW QUESTION # 31
I am producing Avro data on my Kafka cluster that is integrated with the Confluent Schema Registry. After a schema change that is incompatible, I know my data will be rejected. Which component will reject the data?
  • A. Zookeeper
  • B. The Kafka Producer itself
  • C. The Kafka Broker
  • D. The Confluent Schema Registry
Answer: D
Explanation:
The Confluent Schema Registry is your safeguard against incompatible schema changes and will be the component that ensures no breaking schema evolution will be possible. Kafka Brokers do not look at your payload and your payload schema, and therefore will not reject data

NEW QUESTION # 32
Where are the dynamic configurations for a topic stored?
  • A. In an internal Kafka topic __topic_configuratins
  • B. On the Kafka broker file system
  • C. In Zookeeper
  • D. In server.properties
Answer: C
Explanation:
Dynamic topic configurations are maintained in Zookeeper.

NEW QUESTION # 33
To enhance compression, I can increase the chances of batching by using
  • A. max.message.size=10MB
  • B. linger.ms=20
  • C. batch.size=65536
  • D. acks=all
Answer: B
Explanation:
linger.ms forces the producer to wait before sending messages, hence increasing the chance of creating batches that can be heavily compressed.

NEW QUESTION # 34
Your streams application is reading from an input topic that has 5 partitions. You run 5 instances of your application, each with num.streams.threads set to 5. How many stream tasks will be created and how many will be active?
  • A. 5 created, 1 active
  • B. 25 created, 25 active
  • C. 25 created, 5 active
  • D. 5 created, 5 active
Answer: C
Explanation:
One partition is assigned a thread, so only 5 will be active, and 25 threads (i.e. tasks) will be created

NEW QUESTION # 35
......
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