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Confluent CCDAK Exam Overview:
| Certification Vendor: | Confluent |
|---|
| Exam Name: | Confluent Certified Developer for Apache Kafka Certification Examination |
|---|
| Exam Number: | CCDAK |
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| Exam Duration: | 90 minutes |
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| Exam Price: | $150 USD |
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| Available Languages: | English |
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| Exam Format: | Multiple Choice (Multiple Answers), Multiple Choice (Single Answer) |
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| Passing Score: | Approximately 60% |
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| Certificate Validity Period: | 3 years |
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| Related Certifications: | Confluent Certified Administrator for Apache Kafka (CCAAK) |
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| Real Exam Qty: | 60 |
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| Sample Questions: | Confluent CCDAK Sample Questions |
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| Exam Way: | Online proctored exam (Pearson VUE) or in-person testing center |
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| Pre Condition: | Recommended: 6+ months of hands-on experience with Apache Kafka and Confluent Platform. Familiarity with distributed systems concepts is strongly recommended. |
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| Official Syllabus URL: | https://www.confluent.io/certification/ |
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The CCDAK exam is a hands-on assessment that tests the candidate's ability to design, develop, and deploy Kafka-based applications using different programming languages, such as Java, Scala, and Python. CCDAK exam covers a wide range of topics, including Kafka architecture, data serialization and deserialization, producer and consumer APIs, stream processing, and Kafka Connect. CCDAK Exam also evaluates the candidate's ability to troubleshoot common Kafka issues and optimize Kafka performance.
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q33-Q38):
NEW QUESTION # 33
You have an existing topic t1 with four partitions.
Which statement is correct about changing the number of partitions for this topic?
- A. You may increase the partition count and Kafka will ensure the message ordering remains the same.
- B. You may increase the partition count and Kafka will leave the existing data on the original partitions.
- C. You may decrease the partition count if you increase the replication count.
- D. You may decrease the partition count if you change the partitioning algorithm.
Answer: B
NEW QUESTION # 34
What is the risk of increasing max.in.flight.requests.per.connection while also enabling retries in a producer?
- A. Less resilient
- B. Message order not preserved
- C. At least once delivery is not guaranteed
- D. Reduce throughput
Answer: B
Explanation:
Some messages may require multiple retries. If there are more than 1 requests in flight, it may result in messages received out of order. Note an exception to this rule is if you enable the producer settingenable.
idempotence=true which takes care of the out of ordering case on its own. Seehttps://issues.apache.org/jira
/browse/KAFKA-5494
NEW QUESTION # 35
Which type of system best describes Apache Kafka? (Choose 2.)
- A. Publish-subscribe messaging
- B. Distributed commit log
- C. Leader-follower
- D. Quorum based
- E. FIFO
Answer: A,B
NEW QUESTION # 36
You create a topic named stream-logs with:
* A replication factor of 3
* Four partitions
* Messages that are plain logs without a keyHow will messages be distributed across partitions?
- A. All messages will be written to the same log segment.
- B. Messages will be distributed round-robin among all the topic partitions.
- C. Messages will be distributed among all the topic partitions with strict ordering.
- D. The first message will always be written to partition 0.
Answer: B
Explanation:
If amessage key is not provided, Kafka's default partitioner usesround-robin distributionacross available partitions.
FromKafka Producer Design:
"If no key is provided, the default partitioner distributes messages round-robin to available partitions."
* A is incorrect - not all go to partition 0.
* C is invalid - Kafka doesn't group messages into one segment without a key.
* D is false - ordering isnot preservedacross partitions without a key.
Reference:Kafka Producer Partitioner Behavior
NEW QUESTION # 37
If you enable an SSL endpoint in Kafka, what feature of Kafka will be lost?
- A. Cross-cluster mirroring
- B. Exactly-once delivery
- C. Support for Avro format
- D. Zero copy
Answer: D
Explanation:
With SSL, messages will need to be encrypted and decrypted, by being first loaded into the JVM, so you lose the zero copy optimization. See more information herehttps://twitter.com/ijuma/status
/1161303431501324293?s=09
NEW QUESTION # 38
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