Get Help from Real and Experts ActualTorrent Confluent CCDAK Practice Test
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The CCDAK Certification is ideal for developers who want to demonstrate their expertise in Apache Kafka and advance their careers in this field. Confluent Certified Developer for Apache Kafka Certification Examination certification is also beneficial for organizations that use Kafka in their infrastructure, as it ensures that their developers have the necessary skills to build and manage Kafka clusters and applications. Confluent Certified Developer for Apache Kafka Certification Examination certification is valid for two years, and developers are required to renew their certification by passing a recertification exam.
By becoming certified, developers can demonstrate their proficiency in Apache Kafka and differentiate themselves from their peers. Confluent Certified Developer for Apache Kafka Certification Examination certification showcases the candidate's knowledge and validates their ability to design and develop high-quality streaming applications using Kafka. Furthermore, it helps organizations to identify individuals with the necessary skills and expertise to design and build data streaming applications, which is essential for addressing business problems in real-time.
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q151-Q156):
NEW QUESTION # 151
An ecommerce wesbite sells some custom made goods. What's the natural way of modeling this data in Kafka streams?
- A. Purchase as stream, Product as table, Customer as table
- B. Purchase as table, Product as table, Customer as table
- C. Purchase as stream, Product as table, Customer as stream
- D. Purchase as stream, Product as stream, Customer as stream
Answer: A
Explanation:
Mostly-static data is modeled as a table whereas business transactions should be modeled as a stream.
NEW QUESTION # 152
In stream processing applications, handling out-of-order data can be a challenge which could affect the implemented business logic.
Which type of Join handles out-of-order records?
- A. KTable-KTable
- B. KTable-KStream
- C. KStream- KStream
- D. KStream-GlobalKTable
Answer: C
NEW QUESTION # 153
There are two consumers C1 and C2 belonging to the same group G subscribed to topics T1 and T2. Each of the topics has 3 partitions. How will the partitions be assigned to consumers with Partition Assigner being Round Robin Assigner?
- A. Two consumers cannot read from two topics at the same time
- B. C1 will be assigned partitions 0 and 1 from T1 and T2, C2 will be assigned partition 2 from T1 and T2.
- C. C1 will be assigned partitions 0 and 2 from T1 and partition 1 from T2. C2 will have partition 1 from T1 and partitions 0 and 2 from T2.
- D. All consumers will read from all partitions
Answer: C
Explanation:
The correct option is the only one where the two consumers share an equal number of partitions amongst the two topics of three partitions. An interesting article to read ishttps://medium.com/@anyili0928/what-i-have-learned-from-kafka-partition-assignment-strategy-799fdf15d3ab
NEW QUESTION # 154
Two consumers share the same group.id (consumer group id). Each consumer will
- A. Read all data from all partitions
- B. Read all the data on mutual exclusive partitions
- C. Read mutually exclusive offsets blocks on all the partitions
Answer: B
Explanation:
Each consumer is assigned a different partition of the topic to consume.
NEW QUESTION # 155
How can you gracefully make a Kafka consumer to stop immediately polling data from Kafka and gracefully shut down a consumer application?
- A. Call consumer.poll() in another thread
- B. Call consumer.wakeUp() and catch a WakeUpException
- C. Kill the consumer thread
Answer: B
Explanation:
See https://stackoverflow.com/a/37748336/3019499
NEW QUESTION # 156
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