HanShuhang opened a new pull request, #7020:
URL: https://github.com/apache/kyuubi/pull/7020

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   ### Why are the changes needed?
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   When `SESSION_ENGINE_LAUNCH_ASYNC` is set to `True`, the client should not 
block while waiting for the engine to initialize. This is particularly 
important in scenarios where cluster resources are constrained, as engine 
initialization can be significantly delayed, potentially causing the client to 
block during execute calls. This can lead to serious issues—for example, we 
found that PyHive may lose connection with Kyuubi under such circumstances. 
This PR enables fully asynchronous engine startup, thereby reducing client 
response latency and improving the overall user experience.
   
   ### How was this patch tested?
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