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| Certification Vendor: | Confluent |
|---|---|
| Exam Name: | Confluent Certified Developer for Apache Kafka Certification Examination |
| Exam Number: | CCDAK |
| Real Exam Qty: | 60 |
| Available Languages: | English |
| Exam Format: | List order, Multiple-choice, Matching |
| Certificate Validity Period: | 2 years |
| Passing Score: | Pass / Fail |
| Exam Price: | $150 USD |
| Related Certifications: | Confluent Cloud Certified Operator (CCAC) Confluent Certified Administrator for Apache Kafka (CCAAK) |
| Exam Duration: | 90 minutes |
| Recommended Training: | Confluent Documentation Confluent Developer Training for Apache Kafka |
| Exam Registration: | Confluent Certification Portal |
| Sample Questions: | Confluent CCDAK Sample Questions |
| Exam Way: | Remote proctored online exam; requires webcam, microphone, Google Chrome browser |
| Pre Condition: | No mandatory prerequisites; recommended experience: 6+ months developing applications with Apache Kafka |
| Official Syllabus URL: | https://www.confluent.io/certification/ |
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Confluent Certified Developer for Apache Kafka (CCDAK) certification exam is designed for individuals who want to demonstrate their expertise in using Apache Kafka to build data streaming applications. Confluent Certified Developer for Apache Kafka Certification Examination certification is offered by Confluent, a leading provider of data streaming platforms and solutions. The CCDAK Certification Exam is an industry-recognized validation of an individual's knowledge and skills in designing, developing, and deploying event-driven, real-time streaming applications using Apache Kafka.
NEW QUESTION # 40
To read data from a topic, the following configuration is needed for the consumers
Answer: C
Explanation:
All brokers can respond to Metadata request, so a client can connect to any broker in the cluster.
NEW QUESTION # 41
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: C
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 # 42
Compaction is enabled for a topic in Kafka by setting log.cleanup.policy=compact. What is true about log compaction?
Answer: C
Explanation:
Log compaction retains at least the last known value for each record key for a single topic partition. All compacted log offsets remain valid, even if record at offset has been compacted away as a consumer will get the next highest offset.
NEW QUESTION # 43
An application is consuming messages from Kafka.
The application logs show that partitions are frequently being reassigned within the consumer group.
Which two factors may be contributing to this?
(Select two.)
Answer: B,D
Explanation:
Frequentrebalancesin a consumer group occur when:
* Consumers are too slowand miss heartbeats (A), or
* Instances crash or restart, triggering group membership changes (D)
FromKafka Consumer Group Coordination Docs:
"If a consumer fails to send a heartbeat in time (due to slowness or crash), it is removed from the group, causing a rebalance." Option B (partition mismatch) affectsload balancing, not rebalance frequency.
Option C (broker storage) doesn't trigger consumer rebalances.
Reference:Kafka Consumer Group Coordination and Heartbeats
NEW QUESTION # 44
A consumer starts and has auto.offset.reset=latest, and the topic partition currently has data for offsets going from 45 to 2311. The consumer group has committed the offset 643 for the topic before. Where will the consumer read from?
Answer: D
Explanation:
The offsets are already committed for this consumer group and topic partition, so the property auto.offset.reset is ignored
NEW QUESTION # 45
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