@lindong28  We are throwing InvalidRecordException (which extends 
CorruptRecordException)  for messages without key for compacted topics.

https://github.com/apache/kafka/blob/trunk/core/src/main/scala/kafka/log/LogValidator.scala#L374

[ Full content available at: https://github.com/apache/kafka/pull/5638 ]
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