bakjos opened a new pull request, #2622:
URL: https://github.com/apache/fluss/pull/2622

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   ### Purpose
   
   Query performance for the data lake table is very slow compared to querying 
remote storage. Add per-task lazy caching of Iceberg Catalog and Table inside 
IcebergLakeSource so that createRecordReader reuses one loadTable for all lake 
splits in a Flink source task, eliminating O(splits) REST round-trips when 
using a REST catalog.
   
   Before: N splits → N × (createCatalog + loadTable) → N REST calls per task.
   After: N splits → 1 × (createCatalog + loadTable) on first split, then N-1 
reuses → 1 REST loadTable per task. With TTL enabled, the cache is refreshed 
after the TTL period so externally changed table metadata is picked up.
   
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   Linked issue: close https://github.com/apache/fluss/issues/2619
   
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   ### Brief change log
   
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   ### Tests
   
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   ### API and Format
   
   <!-- Does this change affect API or storage format -->
   
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