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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Security | 5-10% | - Securing Schema Registry - Authentication (SASL, SSL/TLS) - Authorization (ACLs) - Encryption in Transit |
| Topic 2: Installing and Configuring Kafka | 5-10% | - Topic Creation and Configuration - Broker Configuration Parameters - ZooKeeper vs KRaft Mode - Partition Assignment Strategies |
| Topic 3: Developing with Kafka Producers | 15-20% | - Partitioning Strategies - Idempotent Producers - Producer Configuration and Tuning - Producer Interceptors - Exactly-Once Semantics - Serialization (JSON, Avro, Protobuf) - Error Handling and Retry Logic |
| Topic 4: Developing with Kafka Consumers | 15-20% | - Consumer Interceptors - Consumer Configuration and Tuning - Deserialization - Offset Management - Commit Strategies (Auto, Manual, Cooperative) - Consumer Groups and Rebalancing - Multi-threaded Consumers |
| Topic 5: Kafka Connect | 10-15% | - Single Message Transformations (SMT) - Offset Management in Connect - Converters and Transforms - Connector Configuration - Source and Sink Connectors - Connect Architecture (Workers, Connectors, Tasks) |
| Topic 6: Monitoring and Operations | 5-10% | - Consumer Lag and Health Checks - Log Compaction - Cross-region Replication - Disaster Recovery - Kafka Metrics and Monitoring |
| Topic 7: Schema Management | 5-10% | - Schema Registry Architecture - Avro Schemas - Schema Registration and Retrieval - Protobuf and JSON Schemas - Schema Evolution and Compatibility |
| Topic 8: Kafka Fundamentals | 10-15% | - Brokers and Clusters - Producer and Consumer Basics - Log Segments and Retention - Topics, Partitions, and Offsets - Replication Factor and ISR |
| Topic 9: Kafka Streams | 20-25% | - Transformation Operations (map, filter, join, aggregate) - Testing Kafka Streams Applications - State Stores and Processors - Exactly-Once Processing - Windowed Operations (Tumbling, Hopping, Session) - Streams Architecture and Topology - Interactive Queries |
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NEW QUESTION # 24
Refer to the producer code below. It features a 'Callback' class with a method called 'onCompletion()'. When will the 'onCompletion()' method be Invoked?
producer.send(record, new MyCallback(record));
Answer: A
NEW QUESTION # 25
You are building a system for a retail store to sell products to customers Which dataset should be modeled as a GlobatKTable? (Choose 3.)
Answer: B,C,D
NEW QUESTION # 26
What is the function of Kafka Connect Converters?
Answer: C
NEW QUESTION # 27
Which two statements about Kafka Connect Single Message Transforms (SMTs) are correct?
(Select two.)
Answer: A,D
Explanation:
SMTs (Single Message Transforms) are lightweight transformations applied to individual messages as they pass through Kafka Connect.
Chaining SMTs: You can apply multiple SMTs in sequence by defining them in order in the connector config.
Masking or modifying fields is a common use case (e.g., redacting sensitive data).
From Kafka Connect Documentation:
"Single Message Transforms (SMTs) are applied to individual messages. You can chain multiple SMTs together." SMTs do not perform joins (B is incorrect).
Converters and SMTs are separate concerns (D is incorrect).
Reference: Kafka Connect Transformations Guide
NEW QUESTION # 28
To get acknowledgement of writes to only the leader partition, we need to use the config...
Answer: A
Explanation:
Producers can set acks=1 to get acknowledgement from partition leader only.
NEW QUESTION # 29
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