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Note: The rationale for this KIP is that upgrading SLF4J necessitates corresponding provider upgrades, which constitutes a breaking change and should be delivered in Kafka 5.0

More discussions: https://github.com/apache/kafka/pull/16260#issuecomment-2159632052

Public Interfaces

Update the below files to upgrade slf4j

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