EXPLORE THE CONFLUENT​​​​​​​CCDAK ONLINE PRACTICE TEST ENGINE

Explore the Confluent​​​​​​​CCDAK Online Practice Test Engine

Explore the Confluent​​​​​​​CCDAK Online Practice Test Engine

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q207-Q212):

NEW QUESTION # 207
Where are source connector offsets stored?

  • A. offset.storage.topic
  • B. storage.offset.topic
  • C. offset, storage, partitions
  • D. topic.offset.config

Answer: A

Explanation:
Kafka Connectsource connectorsuse theoffset.storage.topicconfiguration parameter to define where to store offsets that track the connector's positionin the source system (e.g., database, file, etc.).
FromKafka Connect Worker Configuration:
"offset.storage.topic specifies the topic in Kafka where the connector stores offsets for each source partition." This allows Kafka Connect toresumefrom the correct position on restart.
* The other options (B-D) are not valid Kafka configs.
Reference:Kafka Connect Worker Configs > offset.storage.topic


NEW QUESTION # 208
The producer code below features a Callback class with a method called onCompletion().
In the onCompletion() method, when the request is completed successfully, what does the value metadata.offset() represent?

  • A. Its position in the producer's batch of messages
  • B. The ID of the partition to which the message was committed
  • C. The number of bytes that overflowed beyond a producer batch of messages
  • D. The sequential ID of the message committed into a partition

Answer: D

Explanation:
The offset in the RecordMetadata object returned by the producerrepresents the position of the record in the partition- i.e., thesequential IDassigned by Kafka once the message is committed.
FromKafka Producer API Documentation:
"The offset is the position of the record in the partition. This is a unique, sequential number assigned by the broker."
* D refers to metadata.partition(), not offset().
* B and C are unrelated to how Kafka handles committed offsets.
Reference:Kafka Producer Java API > RecordMetadata


NEW QUESTION # 209
To read data from a topic, the following configuration is needed for the consumers

  • A. any broker, and the list of topic partitions
  • B. all brokers of the cluster, and the topic name
  • C. any broker to connect to, and the topic name
  • D. the list of brokers that have the data, the topic name and the partitions list

Answer: C

Explanation:
All brokers can respond to Metadata request, so a client can connect to any broker in the cluster.


NEW QUESTION # 210
What is the risk of increasing max.in.flight.requests.per.connection while also enabling retries in a producer?

  • A. Less resilient
  • B. Reduce throughput
  • C. Message order not preserved
  • D. At least once delivery is not guaranteed

Answer: C

Explanation:
Some messages may require multiple retries. If there are more than 1 requests in flight, it may result in messages received out of order. Note an exception to this rule is if you enable the producer settingenable.
idempotence=true which takes care of the out of ordering case on its own. Seehttps://issues.apache.org/jira
/browse/KAFKA-5494


NEW QUESTION # 211
When running a ksqlDB for connectors, what does the IF NOT EXISTS clause do?

  • A. Update the connector properties if a connector with the supplied name exists.
  • B. Prevent the statement from executing if a connector with the supplied name does not exist.
  • C. Fail if the specified connector does not exist.
  • D. Prevent the statement from failing if a connector with the supplied name already exists.

Answer: D


NEW QUESTION # 212
......

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