QuakeWang opened a new pull request, #10475:
URL: https://github.com/apache/paimon/pull/10475

   ### Purpose
   
   Concurrent readers sharing a Catalog can miss the same cache entry and 
repeatedly read and decode the same BLOB index.
   
   Share one in-flight load per file while preserving cache budgets, failure 
retries, and independent payload streams. Add a reproducible shard-read 
benchmark.
   
   ### Tests
   
   - Related Python tests: 333 passed, 2 skipped (isal and Ray unavailable).
   - 200,000-row, 8-reader benchmark: one cold index decode; all data checks 
passed.
   - Flake8, license headers, and whitespace checks passed.


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