Kafka - StreamsWhy does a KStream-KTable join not require a window specification, unlike a KStream-KStream join?ABecause the KTable represents a changelog of the latest state, so no time window is needed.BBecause KStream-KTable join is always a full outer join.CBecause KStream-KTable join buffers all records indefinitely.DBecause KStream-KTable join only works on static data.Check Answer
Step-by-Step SolutionSolution:Step 1: Understand KTable semanticsKTable stores the latest state per key, updated continuously as a changelog.Step 2: Explain why no window is neededSince the table always has the current state, the join does not need to limit by time window.Final Answer:Because the KTable represents a changelog of the latest state, so no time window is needed. -> Option AQuick Check:KTable changelog means no window needed for join [OK]Quick Trick: KTable holds latest state, so no window needed for join [OK]Common Mistakes:MISTAKESThinking KStream-KTable join requires windowsConfusing join types with buffering behaviorAssuming KStream-KTable join only works on static data
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