yuqi1129 opened a new pull request, #9282:
URL: https://github.com/apache/gravitino/pull/9282

   ### What changes were proposed in this pull request?
   
   Replaced Awaitility-based polling with CompletableFuture for FileSystem 
retrieval using a dedicated ThreadPoolExecutor. This improves performance and 
simplifies timeout handling by leveraging async execution and modern 
concurrency utilities. Added cancellation handling and clearer exception 
propagation for robustness.
   ### Why are the changes needed?
   
   `provider.getFileSystem(path, config)` may hang and will never return a 
value, which will cause the `Awaitility` mechanism does not work as expected.
   
   Fix: #9280 
   
   ### Does this PR introduce _any_ user-facing change?
   
   N/A
   
   ### How was this patch tested?
   
   Existing tests.
   


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