Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
Certification Provider: Confluent
Corresponding Certification: Confluent Certified Developer
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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Kafka Connect | 10-15% | - Connector Configuration - Single Message Transformations (SMT) - Source and Sink Connectors - Connect Architecture (Workers, Connectors, Tasks) - Offset Management in Connect - Converters and Transforms |
| Topic 2: Security | 5-10% | - Securing Schema Registry - Authorization (ACLs) - Authentication (SASL, SSL/TLS) - Encryption in Transit |
| Topic 3: Kafka Fundamentals | 10-15% | - Replication Factor and ISR - Brokers and Clusters - Topics, Partitions, and Offsets - Producer and Consumer Basics - Log Segments and Retention |
| Topic 4: Kafka Streams | 20-25% | - Exactly-Once Processing - Windowed Operations (Tumbling, Hopping, Session) - Streams Architecture and Topology - Testing Kafka Streams Applications - Interactive Queries - State Stores and Processors - Transformation Operations (map, filter, join, aggregate) |
| Topic 5: Monitoring and Operations | 5-10% | - Disaster Recovery - Consumer Lag and Health Checks - Kafka Metrics and Monitoring - Cross-region Replication - Log Compaction |
| Topic 6: Developing with Kafka Producers | 15-20% | - Error Handling and Retry Logic - Producer Interceptors - Producer Configuration and Tuning - Idempotent Producers - Serialization (JSON, Avro, Protobuf) - Partitioning Strategies - Exactly-Once Semantics |
| Topic 7: Schema Management | 5-10% | - Schema Registration and Retrieval - Protobuf and JSON Schemas - Schema Evolution and Compatibility - Schema Registry Architecture - Avro Schemas |
| Topic 8: Installing and Configuring Kafka | 5-10% | - ZooKeeper vs KRaft Mode - Broker Configuration Parameters - Partition Assignment Strategies - Topic Creation and Configuration |
| Topic 9: Developing with Kafka Consumers | 15-20% | - Consumer Configuration and Tuning - Deserialization - Commit Strategies (Auto, Manual, Cooperative) - Consumer Groups and Rebalancing - Consumer Interceptors - Multi-threaded Consumers - Offset Management |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
1. Where are source connector offsets stored?
A) offset.storage.topic
B) storage.offset.topic
C) topic.offset.config
D) offset, storage, partitions
2. A stream processing application is tracking user activity in online shopping carts.
You want to identify periods of user inactivity.
Which type of Kafka Streams window should you use?
A) Sliding
B) Hopping
C) Tumbling
D) Session
3. (You are configuring a source connector that writes records to an Orders topic.
You need to send some of the records to a different topic.
Which Single Message Transform (SMT) is best suited for this requirement?)
A) HeaderFrom
B) InsertField
C) TombstoneHandler
D) RegexRouter
4. What are two examples of performance metrics?
(Select two.)
A) Number of active user sessions
B) incoming-byte-rate
C) Time of last failed login
D) total-login-attempts
E) Number of active users
F) fetch-rate
5. 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 among all the topic partitions with strict ordering.
C) Messages will be distributed round-robin among all the topic partitions.
D) The first message will always be written to partition 0.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: B,F | Question # 5 Answer: C |
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