zuston opened a new pull request, #3350:
URL: https://github.com/apache/fluss/pull/3350

   ### Purpose
   
   Linked issue: close #3349 
   
   Flink currently exposes `currentFetchEventTimeLag`, but it measures 
event-time lag rather than offset backlog. For Fluss log reading, we need a 
Kafka-style records lag metric so users can understand how far each subscribed 
source-reader bucket is behind.
   
   Relying only on timestamp lag can be misleading, especially for backfill 
jobs that subscribe to multiple time partitions. Older partitions may always 
appear to have a large event-time lag, even when their records have already 
been fully consumed.
   ### Brief change log
   
   <!-- Please describe the changes made in this pull request and explain how 
they address the issue -->
   
   ### Tests
   
   <!-- List UT and IT cases to verify this change -->
   
   ### API and Format
   
   <!-- Does this change affect API or storage format -->
   
   ### Documentation
   
   <!-- Does this change introduce a new feature -->
   


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