xiangyuf opened a new issue, #3376:
URL: https://github.com/apache/paimon/issues/3376

   ### Search before asking
   
   - [X] I searched in the [issues](https://github.com/apache/paimon/issues) 
and found nothing similar.
   
   
   ### Motivation
   
   Currently, the lookup implementation in LocalTableQuery dose not support 
concurrent access and the operation to create Lookup File is very 
time-consuming. This will significantly affect the throughput of lookup in 
LocalTableQuery. 
   
![image](https://github.com/apache/paimon/assets/3021821/8d2934a3-82fb-4f21-9bb3-9caf040cc83a)
   
   
   ### Solution
   
   Support async create LookupFile and introduce CompletableFuture here.
   
   ### Anything else?
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [X] I'm willing to submit a PR!


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