ADVANTAGES OF WEB-BASED CONFLUENT CCAAK PRACTICE TESTS

Advantages Of Web-Based Confluent CCAAK Practice Tests

Advantages Of Web-Based Confluent CCAAK Practice Tests

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q41-Q46):

NEW QUESTION # 41
Kafka Connect is running on a two node cluster in distributed mode. The connector is a source connector that pulls data from Postgres tables (users/payment/orders), writes to topics with two partitions, and with replication factor two. The development team notices that the data is lagging behind.
What should be done to reduce the data lag*?
The Connector definition is listed below:
{
"name": "confluent-postgresql-source",
"connector class": "PostgresSource",
"topic.prefix": "postgresql_",
& nbsp;& nbsp;& nbsp;...
"db.name": "postgres",
"table.whitelist": "users.payment.orders",
"timestamp.column.name": "created_at",
"output.data format": "JSON",
"db.timezone": "UTC",
"tasks.max": "1"
}

  • A. Increase the number of Connect Tasks (tasks max value).
  • B. Increase the number of Connect Nodes.
  • C. Increase the number of partitions.
  • D. Increase the replication factor and increase the number of Connect Tasks.

Answer: A

Explanation:
The connector is currently configured with "tasks.max": "1", which means only one task is handling all tables (users, payment, orders). This can create a bottleneck and lead to lag. Increasing tasks.max allows Kafka Connect to parallelize work across multiple tasks, which can pull data from different tables concurrently and reduce lag.


NEW QUESTION # 42
An employee in the reporting department needs assistance because their data feed is slowing down. You start by quickly checking the consumer lag for the clients on the data stream.
Which command will allow you to quickly check for lag on the consumers?

  • A. bin/kafka-consumer-lag.sh
  • B. bin/kafka-consumer-groups.sh
  • C. bin/kafka-reassign-partitions.sh
  • D. bin/kafka-consumer-group-throughput.sh

Answer: B

Explanation:
The kafka-consumer-groups.sh script is used to inspect consumer group details, including consumer lag, which indicates how far behind a consumer is from the latest data in the partition.
The typical usage is bin/kafka-consumer-groups.sh --bootstrap-server <broker> --describe --group <group_id>


NEW QUESTION # 43
Per customer business requirements, a system's high availability is more important than message reliability.
Which of the following should be set?

  • A. The number of brokers in the cluster should be always odd (3, 5. 7 and so on).
  • B. The linger.ms should be set to '0'.
  • C. Unclean leader election should be enabled.
  • D. Message retention.ms should be set to -1.

Answer: C

Explanation:
Enabling unclean leader election allows Kafka to elect a non-in-sync replica as leader if all in-sync replicas are unavailable. This sacrifices message reliability (possible data loss) in favor of high availability, aligning with the requirement.


NEW QUESTION # 44
Where are Apache Kafka Access Control Lists stored'?

  • A. Broker
  • B. Schema Registry
  • C. ZooKeeper
  • D. Connect

Answer: C

Explanation:
In Apache Kafka (open-source), Access Control Lists (ACLs) are stored in ZooKeeper. Kafka brokers retrieve and enforce ACLs from ZooKeeper at runtime.


NEW QUESTION # 45
The Consumer property 'auto offset reset' determines what to do if there is no valid offset for a Consumer Group.
Which scenario is an example of a valid offset and therefore the 'auto.offset.reset' does NOT apply?

  • A. The Consumer offset is greater than the last offset in the partition (log end offset).
  • B. The Consumer Group started for the first time.
  • C. When an offset points to a message that has been removed by compaction but is still within the current partition.offset range.
  • D. The Consumer offset is less than the smallest offset in the partition (log start offset).

Answer: C

Explanation:
In this scenario, the offset itself is still valid, even though the record at that offset was compacted away. The consumer can continue consuming from the next available record. Therefore, auto.offset.reset does NOT apply, because there is a valid offset present.


NEW QUESTION # 46
......

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