fresh-borzoni opened a new issue, #2957:
URL: https://github.com/apache/fluss/issues/2957

   ### Search before asking
   
   - [x] I searched in the [issues](https://github.com/apache/fluss/issues) and 
found nothing similar.
   
   
   ### Description
   
   LakeSplitGenerator.generateSplit() creates a LogSplit for buckets with no 
lake data even when stoppingOffset is 0 (empty bucket). This causes the reader 
to block for the full poll timeout (default 10s) per empty bucket before 
returning  nothing. With many empty buckets, this adds significant latency to 
batch queries.                                                                  
                                                                                
                
                                                                                
                                                                                
                                                                                
        
    The non-null branch already has this guard, but null branch is missing it.
   
   ### Willingness to contribute
   
   - [x] I'm willing to submit a PR!


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