kumarUjjawal opened a new pull request, #23402:
URL: https://github.com/apache/datafusion/pull/23402

   ## Which issue does this PR close?
   
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   - Closes #23341.
   
   ## Rationale for this change
   
   The list files cache currently performs a full table listing on a cold cache 
miss, even when partition pruning has already narrowed the scan to a specific 
path prefix.
   
   This makes selective partition queries pay the cost of listing the full 
table unless users disable the cache.
   
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the issue then this section is not needed.
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   ## What changes are included in this PR?
   
     - List only the requested prefix on cold list-cache misses.
     - Keep using full-table cache entries to serve later prefix queries.
     - Ensure prefix-scoped cache entries do not satisfy full-table lookups.
     - Invalidate matching prefix-scoped list-cache entries on table writes.
     - Add regression tests that check the actual object store list prefix.
   
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   ## Are these changes tested?
   
   Yes
   
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   ## Are there any user-facing changes?
   
   Partition-pruned listing table queries with the list files cache enabled 
avoid full table listings on cold cache misses. 
   No API Change
   
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