Confluent Certified Developer for Apache Kafka Certification Examination Exam Demo - CCDAK Torrent Vce & Confluent Certified Developer for Apache Kafka Certification Examination Pass Guide
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Before taking the Confluent CCDAK Exam, developers should have a good understanding of Kafka fundamentals, including topics, partitions, brokers, producers, consumers, and Kafka Connect. They should also be proficient in Java or Scala programming languages and have experience working with REST APIs and command-line interfaces. It is recommended that developers attend the Confluent Developer Training or have equivalent experience before taking the exam.
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The Confluent CCDAK exam covers essential concepts such as Kafka clusters and components, key Kafka APIs, Kafka Connect and Streams API, Kafka Security, and Kafka Monitoring. It also evaluates candidates on their ability to configure and tune various Kafka components, build data streams processing applications using Kafka Streams API, and integrate Kafka with other data systems.
The CCDAK certification exam is a valuable credential for developers who work with Kafka. It not only validates their knowledge and skills but also enhances their career opportunities. The CCDAK Certification is recognized by the industry and can help developers stand out in the job market. By investing time and effort in preparing for the CCDAK certification exam, developers can take their Kafka expertise to the next level.
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q152-Q157):
NEW QUESTION # 152
Which statements are correct about ksqlDB SQL? (Choose 3.)
Answer: A,C,D
NEW QUESTION # 153
You have a Kafka consumer in production actively reading from a critical topic.
You need to update the offset of your consumer to start reading from the beginning of the topic.
Which action should you take?
Answer: D
Explanation:
To reset offsets for anexisting consumer group, you must use thekafka-consumer-groups.shtool with the -- reset-offsets and --to-earliest flags.
FromKafka Consumer Group Tool Documentation:
"You can use the kafka-consumer-groups tool to reset offsets for a consumer group. This is required if the consumer has already committed offsets."
* Setting auto.offset.reset=earliest only worksif no committed offset exists.
* Starting a new consumer with the same group won't reset offsets.
* Retention settings don't affect committed offsets.
Reference:Kafka Consumer Group CLI Tool
NEW QUESTION # 154
You are developing a Java application using a Kafka consumer.
You need to integrate Kafka's client logs with your own application's logs using log4j2.
Which Java library dependency must you include in your project?
Answer: D
Explanation:
Kafka clients useSLF4Jas a logging facade. To redirect Kafka logs tolog4j2, you must include theSLF4J binding for log4j2in your classpath:
"org.apache.logging.log4j:log4j-slf4j-impl bridges SLF4J to Log4j2 so that Kafka's logs integrate into your application's Log4j2 configuration."
* Option A is forLog4j 1.x, which is outdated.
* Option C is incorrect; Kafka clients don't include logging bindings.
* Option D is insufficient without the SLF4J bridge.
Reference:Kafka Logging Integration Practices
NEW QUESTION # 155
To get acknowledgement of writes to only the leader partition, we need to use the config...
Answer: A
Explanation:
Producers can set acks=1 to get acknowledgement from partition leader only.
NEW QUESTION # 156
You are doing complex calculations using a machine learning framework on records fetched from a Kafka topic. It takes more about 6 minutes to process a record batch, and the consumer enters rebalances even though it's still running. How can you improve this scenario?
Answer: C
Explanation:
Here, we need to change the setting max.poll.interval.ms (default 300000) to its double in order to tell Kafka a consumer should be considered dead if the consumer only if it hasn't called the .poll() method in 10 minutes instead of 5.
NEW QUESTION # 157
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