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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Schema Management | 5-10% | - Avro Schemas - Schema Registry Architecture - Schema Evolution and Compatibility - Protobuf and JSON Schemas - Schema Registration and Retrieval |
| Topic 2: Kafka Connect | 10-15% | - Source and Sink Connectors - Offset Management in Connect - Connector Configuration - Connect Architecture (Workers, Connectors, Tasks) - Single Message Transformations (SMT) - Converters and Transforms |
| Topic 3: Monitoring and Operations | 5-10% | - Log Compaction - Kafka Metrics and Monitoring - Disaster Recovery - Consumer Lag and Health Checks - Cross-region Replication |
| Topic 4: Installing and Configuring Kafka | 5-10% | - ZooKeeper vs KRaft Mode - Topic Creation and Configuration - Broker Configuration Parameters - Partition Assignment Strategies |
| Topic 5: Security | 5-10% | - Authentication (SASL, SSL/TLS) - Encryption in Transit - Authorization (ACLs) - Securing Schema Registry |
| Topic 6: Kafka Streams | 20-25% | - State Stores and Processors - Transformation Operations (map, filter, join, aggregate) - Windowed Operations (Tumbling, Hopping, Session) - Exactly-Once Processing - Interactive Queries - Streams Architecture and Topology - Testing Kafka Streams Applications |
| Topic 7: Developing with Kafka Consumers | 15-20% | - Offset Management - Consumer Configuration and Tuning - Multi-threaded Consumers - Commit Strategies (Auto, Manual, Cooperative) - Deserialization - Consumer Interceptors - Consumer Groups and Rebalancing |
| Topic 8: Developing with Kafka Producers | 15-20% | - Serialization (JSON, Avro, Protobuf) - Partitioning Strategies - Exactly-Once Semantics - Idempotent Producers - Error Handling and Retry Logic - Producer Configuration and Tuning - Producer Interceptors |
| Topic 9: Kafka Fundamentals | 10-15% | - Brokers and Clusters - Log Segments and Retention - Producer and Consumer Basics - Topics, Partitions, and Offsets - Replication Factor and ISR |
Which tool can you use to modify the replication factor of an existing topic?
Correct Answer: C 🗳️
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(You started a new Kafka Connect worker.
Which configuration identifies the Kafka Connect cluster that your worker will join?)
Correct Answer: D 🗳️
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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?
Correct Answer: A 🗳️
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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;
}
Correct Answer: B 🗳️
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You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
What are two reasons for this response? (Select two.)
Correct Answer: B,D 🗳️
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