lilei1128 opened a new pull request, #8932:
URL: https://github.com/apache/paimon/pull/8932

   ### Purpose
     Avoid an unnecessary manifest scan for partition entries when
     partition_idle_time is not specified, reducing Spark driver memory usage
     and compaction planning time.
     
   ### Tests
    - Added a test to verify that partition entries are not scanned when
       partition_idle_time is null.


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