lyy-pineapple opened a new issue, #7376:
URL: https://github.com/apache/incubator-gluten/issues/7376

   ### Description
   
   When there are a large number of partitions and files, we repeatedly 
retrieve the partition schema each time, which is very costly. Internal testing 
shows that when the number of partitions exceeds ten thousand, this process can 
take anywhere from several minutes to hours.
   
![image](https://github.com/user-attachments/assets/bb7fe6ae-f97a-4b5e-b235-98e0db69be5c)
   
   


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