Kafka - ConnectHow can Kafka connectors be used to ensure data consistency between Kafka and an external system that supports transactions?ABy disabling Kafka topic replicationBBy manually verifying data after each transferCBy using connectors that support exactly-once delivery and transactional writesDBy writing data twice to ensure consistencyCheck Answer
Step-by-Step SolutionSolution:Step 1: Identify connector features for consistencySome connectors support exactly-once delivery and transactional writes to maintain data consistency.Step 2: Exclude incorrect methodsManual verification is inefficient, disabling replication reduces reliability, and writing data twice causes duplicates.Final Answer:By using connectors that support exactly-once delivery and transactional writes -> Option CQuick Check:Data consistency = Exactly-once delivery connectors [OK]Quick Trick: Use exactly-once connectors for consistent data [OK]Common Mistakes:MISTAKESRelying on manual verificationDisabling replication to fix consistencyDuplicating data writes
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More Kafka Quizzes Kafka Connect - Common connectors (JDBC, S3, Elasticsearch) - Quiz 3easy Kafka Connect - Connector configuration - Quiz 1easy Kafka Connect - Standalone vs distributed mode - Quiz 15hard Kafka Streams - Windowed operations - Quiz 7medium Kafka Streams - Filter and map operations - Quiz 14medium Kafka with Java/Python - Why SDK integration enables applications - Quiz 11easy Message Delivery Semantics - At-most-once delivery - Quiz 14medium Monitoring and Operations - Why monitoring prevents outages - Quiz 10hard Schema Registry - Why schema management prevents data issues - Quiz 11easy Schema Registry - JSON Schema and Protobuf support - Quiz 9hard