wangzhigang1999 opened a new pull request, #7559:
URL: https://github.com/apache/kyuubi/pull/7559

   ### Why are the changes needed?
   
   In a multi-server deployment, Data Agent requests may reach a server that 
does not own the local session and fail with `session not found`.
   
   This patch stores the session-to-engine route in the HA backend, allowing 
any server to attach to the existing engine session without resetting its state.
   
   Related to #7529.
   
   ### How was this patch tested?
   
   - HA and REST test suites: 39 tests passed.
   - All 17 affected Maven modules built successfully.
   - Tested two Kyuubi Servers with ZooKeeper, covering cross-server chat, 
approval, close, concurrent access, state retention, authorization, and stale 
route cleanup.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Assisted-by: OpenAI Codex with GPT-5


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