Kafka - Event-Driven ArchitectureHow can you ensure eventual consistency between command and query sides in a Kafka CQRS system?ABy merging command and query logic into a single serviceBBy making query handlers wait synchronously for command processing to finishCBy using Kafka topics to asynchronously propagate events from command to query handlersDBy disabling Kafka partitions to ensure orderCheck Answer
Step-by-Step SolutionSolution:Step 1: Understand eventual consistency in CQRSCommand side updates state and emits events; query side updates read models asynchronously.Step 2: Use Kafka for asynchronous event propagationKafka topics deliver events to query handlers, enabling eventual consistency without blocking commands.Final Answer:By using Kafka topics to asynchronously propagate events from command to query handlers -> Option CQuick Check:Kafka async events enable eventual consistency [OK]Quick Trick: Use Kafka events to sync command and query sides asynchronously [OK]Common Mistakes:MISTAKESTrying synchronous waits in query handlersMerging command and query logicDisabling Kafka partitions incorrectly
Master "Event-Driven Architecture" in Kafka9 interactive learning modes - each teaches the same concept differentlyLearnWhyDeepVisualTryChallengeProjectRecallTime
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