TheR1sing3un commented on issue #12997:
URL: https://github.com/apache/hudi/issues/12997#issuecomment-2735234924

   in addition, I think we can treat all log records with the same `record_key` 
as state transition logs similar to state machines (this record's value), and 
we can handle them sequently according to the actual time of occurrence, i.e., 
'instant_time' or 'completion_time in NBCC'. Then 'event_time' or 'ordering 
value' is our out-of-order processing logic in state transformation. A higher 
'ordering value' can allow state transformation, that is, data update. A lower 
'odering value' is considered an out-of-order log and can be discarded 
directly. I think this kind of processing logic can avoid some of the current 
problems with things


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