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| Section | Weight | Objectives |
|---|---|---|
| Apache Kafka Fundamentals | 23% | - Delivery semantics: at-most-once, at-least-once, exactly-once - Kafka architecture and data flow - Configuration basics and cluster setup - Core concepts: brokers, topics, partitions, replicas, offsets |
| Kafka Connect | 15% | - Connect architecture: workers, connectors, tasks, converters - Data transformation and integration patterns - Source and sink connectors configuration |
| Application Observability | 13% | - Logging and monitoring metrics - Error diagnosis and troubleshooting - Tracing and performance tuning |
| Apache Kafka Application Development | 28% | - Transactional messaging and idempotence - Consumer API: configuration, offset management, consumer groups, rebalancing - Schema management: Confluent Schema Registry, compatibility rules, evolution - Producer API: configuration, serialization, partitioning, error handling |
| Application Testing | 8% | - Mocking and test utilities - Unit testing producers and consumers - Integration testing and test clusters |
| Apache Kafka Streams | 12% | - Windowing and time semantics - Stream processing operations: map, filter, join, aggregation - Error handling and state management - Streams API concepts: topology, processors, state stores |
1. Match each configuration parameter with the correct option.
To answer choose a match for each option from the drop-down. Partial
credit is given for each correct answer.
2. You are building a system for a retail store selling products to customers.
Which three datasets should you model as a GlobalKTable?
(Select three.)
A) Inventory of products at a warehouse
B) Customer profile information
C) Log of payment transactions
D) All purchases at a retail store occurring in real time
E) Catalog of products
3. You are writing a producer application and need to ensure proper delivery. You configure the producer with acks=all.
Which two actions should you take to ensure proper error handling?
(Select two.)
A) Use a callback argument in producer.send() where you check delivery status.
B) Surround the call of producer.send() with a try/catch block to catch KafkaException.
C) Check the value of ProducerRecord.status().
D) Check that producer.send() returned a RecordMetadata object and is not null.
4. Which configuration determines how many bytes of data are collected before sending messages to the Kafka broker?
A) buffer.memory
B) send.buffer.bytes
C) max.block.size
D) batch.size
5. (You are writing a producer application and need to ensure proper delivery.
You configure the producer with acks=all.
Which two actions should you take to ensure proper error handling?
Select two.)
A) Use a callback argument in producer.send() where you check delivery status.
B) Check the value of ProducerRecord.status().
C) Surround the call to producer.send() with a try/catch block to catch KafkaException.
D) Check that producer.send() returned a RecordMetadata object and is not null.
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: A,B,E | Question # 3 Answer: A,B | Question # 4 Answer: D | Question # 5 Answer: A,C |
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