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The CCDAK certification exam is meant for developers, architects, and engineers who have experience with Kafka development, and are looking to validate their expertise in the field. CCDAK exam provides a recognized validation of Kafka proficiency, which is valuable for both individuals and organizations. For individuals, the certification can help to enhance their career prospects and demonstrate their expertise to potential employers. For organizations, the certification can help to identify skilled Kafka developers and ensure that they have the necessary expertise to meet business needs.
The CCDAK Certification Exam is a hands-on exam that requires developers to demonstrate their skills in a real-world scenario. CCDAK exam consists of a set of tasks that must be completed within a set time frame. The tasks are designed to test a developer's ability to work with Kafka and Confluent's tools to build and manage Kafka-based applications. CCDAK exam is graded based on the number of tasks completed and the quality of the solutions provided.
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q143-Q148):
NEW QUESTION # 143
Which tool can you use to modify the replication factor of an existing topic?
Answer: C
Explanation:
To change the replication factor of an existing topic, you must perform apartition reassignment, because the replication factor is not directly modifiable via kafka-topics.sh. Thekafka-reassign-partitions.shtool is the official command-line utility to handle partition reassignments, including changing the replication factor.
This tool allows you to generate a reassignment JSON specifying new replica assignments per partition and then apply it.
From official documentation:
"To change the replication factor, use the kafka-reassign-partitions tool to assign the partitions to more or fewer brokers." Neither kafka-topics.sh nor kafka-reassign-topics.sh exists for this purpose, and kafka-recreate-topic.sh isnot an official Kafka tool.
Reference:Apache Kafka documentation > Operations > Changing Replication Factor
NEW QUESTION # 144
How do Kafka brokers ensure great performance between the producers and consumers? (select two)
Answer: B,E
Explanation:
Kafka transfers data with zero-copy and sends the raw bytes it receives from the producer straight to the consumer, leveraging the RAM available as page cache
NEW QUESTION # 145
Which message delivery semantic is guaranteed by Kafka Connect?
Answer: B
NEW QUESTION # 146
What's a Kafka partition made of?
Answer: B
Explanation:
Kafka partitions are made of segments (usually each segment is 1GB), and each segment has two corresponding indexes (offset index and time index)
NEW QUESTION # 147
A consumer application is using KafkaAvroDeserializer to deserialize Avro messages. What happens if message schema is not present in AvroDeserializer local cache?
Answer: C
Explanation:
First local cache is checked for the message schema. In case of cache miss, schema is pulled from the schema registry. An exception will be thrown in the Schema Registry does not have the schema (which should never happen if you set it up properly)
NEW QUESTION # 148
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