Kafka - Advanced Stream ProcessingWhich Kafka Streams feature helps achieve exactly-once processing?AUsing only one partition per topicBSimple consumer without commitsCManual offset management without transactionsDIdempotent producer and transactional writesCheck Answer
Step-by-Step SolutionSolution:Step 1: Identify features supporting exactly-onceIdempotent producer avoids duplicates; transactions group writes atomically.Step 2: Evaluate optionsOnly Idempotent producer and transactional writes includes both idempotent producer and transactions needed for exactly-once.Final Answer:Idempotent producer and transactional writes -> Option DQuick Check:Exactly-once needs idempotent + transactions [OK]Quick Trick: Idempotent producer + transactions = exactly-once [OK]Common Mistakes:Ignoring transactionsThinking manual offset commits alone sufficeAssuming single partition guarantees exactly-once
Master "Advanced Stream Processing" in Kafka9 interactive learning modes - each teaches the same concept differentlyLearnWhyDeepVisualTryChallengeProjectRecallTime
More Kafka Quizzes Advanced Stream Processing - Why advanced patterns handle complex flows - Quiz 15hard Advanced Stream Processing - Custom SerDes - Quiz 13medium Advanced Stream Processing - Testing stream topologies - Quiz 1easy Advanced Stream Processing - Testing stream topologies - Quiz 4medium Event-Driven Architecture - CQRS pattern - Quiz 7medium Event-Driven Architecture - Saga pattern for distributed transactions - Quiz 4medium Multi-Datacenter and Replication - Why multi-datacenter ensures availability - Quiz 14medium Multi-Datacenter and Replication - Why multi-datacenter ensures availability - Quiz 5medium Performance Tuning - Producer throughput optimization - Quiz 6medium Security - Why securing Kafka protects data - Quiz 4medium