discivigour opened a new pull request, #6863:
URL: https://github.com/apache/paimon/pull/6863

   <!-- Please specify the module before the PR name: [core] ... or [flink] ... 
-->
   
   ### Purpose
   
   When the current code reads a blob file for 'with shard' feature, it reads 
the entire blob file and only selects the required data. Since sometimes blob 
files are very large, the read amplification phenomenon is quite serious. This 
pr has implemented reading only the required blob records based on the offsets 
of the blob file.
   
   ### 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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