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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Developing with Kafka Producers | 15-20% | - Error Handling and Retry Logic - Partitioning Strategies - Exactly-Once Semantics - Producer Interceptors - Producer Configuration and Tuning - Serialization (JSON, Avro, Protobuf) - Idempotent Producers |
| Security | 5-10% | - Authorization (ACLs) - Encryption in Transit - Authentication (SASL, SSL/TLS) - Securing Schema Registry |
| Schema Management | 5-10% | - Schema Registry Architecture - Avro Schemas - Schema Registration and Retrieval - Protobuf and JSON Schemas - Schema Evolution and Compatibility |
| Monitoring and Operations | 5-10% | - Disaster Recovery - Cross-region Replication - Consumer Lag and Health Checks - Log Compaction - Kafka Metrics and Monitoring |
| Developing with Kafka Consumers | 15-20% | - Consumer Groups and Rebalancing - Deserialization - Commit Strategies (Auto, Manual, Cooperative) - Consumer Interceptors - Consumer Configuration and Tuning - Offset Management - Multi-threaded Consumers |
| Kafka Fundamentals | 10-15% | - Producer and Consumer Basics - Replication Factor and ISR - Log Segments and Retention - Brokers and Clusters - Topics, Partitions, and Offsets |
| Installing and Configuring Kafka | 5-10% | - ZooKeeper vs KRaft Mode - Topic Creation and Configuration - Partition Assignment Strategies - Broker Configuration Parameters |
| Kafka Streams | 20-25% | - Exactly-Once Processing - Testing Kafka Streams Applications - State Stores and Processors - Streams Architecture and Topology - Transformation Operations (map, filter, join, aggregate) - Interactive Queries - Windowed Operations (Tumbling, Hopping, Session) |
| Kafka Connect | 10-15% | - Single Message Transformations (SMT) - Connect Architecture (Workers, Connectors, Tasks) - Converters and Transforms - Offset Management in Connect - Connector Configuration - Source and Sink Connectors |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
This schema excerpt is an example of which schema format?
package com.mycorp.mynamespace;
message SampleRecord {
int32 Stock = 1;
double Price = 2;
string Product_Name = 3;
}
- A. JSON Schema
- B. Avro
- C. YAML
- D. Protobuf
Correct Answer: D 🗳️
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A stream processing application is consuming from a topic with five partitions. You run three instances of the application. Each instance has num.stream.threads=5.
You need to identify the number of stream tasks that will be created and how many will actively consume messages from the input topic.
- A. 5 created, 1 actively consuming
- B. 15 created, 15 actively consuming
- C. 15 created, 5 actively consuming
- D. 5 created, 5 actively consuming
Correct Answer: B 🗳️
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Which two producer exceptions are examples of the class RetriableException? (Select two.)
- A. AuthorizationException
- B. LeaderNotAvailableException
- C. RecordTooLargeException
- D. NotEnoughReplicasException
Correct Answer: B,D 🗳️
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(An S3 source connector named s3-connector stopped running.
You use the Kafka Connect REST API to query the connector and task status.
One of the three tasks has failed.
You need to restart the connector and all currently running tasks.
Which REST request will restart the connector instance and all its tasks?)
- A. POST /connectors/s3-connector/tasks/0/restart
- B. POST /connectors/s3-connector/restart?includeTasks=true&onlyFailed=true
- C. POST /connectors/s3-connector/restart?includeTasks=true
- D. POST /connectors/s3-connector/restart
Correct Answer: C 🗳️
Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).
Which two statements are correct when assigning partitions to the consumers in a consumer group using the assign() API?
(Select two.)
- A. The consumer chooses which partition to read without any assignment from brokers.
- B. It is mandatory to subscribe to a topic before calling assign() to assign partitions.
- C. All topics must have the same number of partitions to use assign() API.
- D. The consumer group will not be rebalanced if a consumer leaves the group.
Correct Answer: A,D 🗳️
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