CCDAK 無料問題集「Confluent Certified Developer for Apache Kafka Certification Examination」

(Which configuration is valid for deploying a JDBC Source Connector to read all rows from the orders table and write them to the dbl-orders topic?)

解説: (JPNTest メンバーにのみ表示されます)
Match the testing tool with the type of test it is typically used to perform.
正解:

Explanation:
Unit Testing # MockProducer
Integration Testing # Testcontainers
Performance Testing # Trogdor
Mock Data Generation # Connect Datagen
MockProducer: Simulates a Kafka producer in unit tests (no real broker interaction).
Testcontainers: Spawns Kafka in Docker for real environment testing.
Trogdor: Kafka's built-in performance load testing framework.
Connect Datagen: Creates sample source records for test and demo purposes.
From Kafka Developer Tools Guide:
"Kafka developers commonly use MockProducer for unit tests, Testcontainers for integration, and Trogdor for performance tests." Reference: Kafka Testing and Tools Overview
(You have a topic with four partitions. The application reading this topic is using a consumer group with two consumers.
Throughput is smoothly distributed among partitions, but application lag is increasing.
Application monitoring shows that message processing is consuming all available CPU resources.
Which action should you take to resolve this issue?)

解説: (JPNTest メンバーにのみ表示されます)
You use Kafka Connect with the JDBC source connector to extract data from a large database and push it into Kafka.
The database contains tens of tables, and the current connector is unable to process the data fast enough.
You add more Kafka Connect workers, but throughput doesn't improve.
What should you do next?

解説: (JPNTest メンバーにのみ表示されます)
(You need to set alerts on key broker metrics to trigger notifications when a Kafka cluster is unhealthy.
What are three minimum broker metrics to monitor for cluster health?
Select three.)

正解:A、B、C 解答を投票する
解説: (JPNTest メンバーにのみ表示されます)
(You need to send a JSON message on the wire. The message key is a string.
How would you do this?)

解説: (JPNTest メンバーにのみ表示されます)
Which statement is true about how exactly-once semantics (EOS) work in Kafka Streams?

解説: (JPNTest メンバーにのみ表示されます)
(You want to enrich the content of a topic by joining it with key records from a second topic.
The two topics have a different number of partitions.
Which two solutions can you use?
Select two.)

正解:A、B 解答を投票する
解説: (JPNTest メンバーにのみ表示されます)
Which two statements are correct when assigning partitions to the consumers in a consumer group using the assign() API?
(Select two.)

正解:A、B 解答を投票する
解説: (JPNTest メンバーにのみ表示されます)
(You are developing a Java application that includes a Kafka consumer.
You need to integrate Kafka client logs with your own application logs.
Your application is using the Log4j2 logging framework.
Which Java library dependency must you include in your project?)

解説: (JPNTest メンバーにのみ表示されます)

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