haohao0103 opened a new issue, #5432:
URL: https://github.com/apache/paimon/issues/5432

   ### Search before asking
   
   - [x] I searched in the [issues](https://github.com/apache/paimon/issues) 
and found nothing similar.
   
   
   ### Motivation
   
   Two main optimizations were implemented: 
   1) No log level check was performed when invoking LOG.warn(xx); 
   2) Log statements did not use placeholders;
   
   ### Solution
   
   1) add DEBUG-level log checks before logging operations;
    2) log statements  use parameterized placeholder 
   
   ### Anything else?
   
   NONE
   
   ### Are you willing to submit a PR?
   
   - [x] I'm willing to submit a PR!


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