fhan688 opened a new pull request, #13206:
URL: https://github.com/apache/hudi/pull/13206

   ### Change Logs
   
   the former parallelism is based on partition path which may not enough in 
some scenarios.
   this PR optimize this by building parallelism by number of files.
   
   before:
   
![101](https://github.com/user-attachments/assets/af440538-44dd-4878-b255-f882a9579199)
   
   
   after:
   
![102](https://github.com/user-attachments/assets/7bca495e-cfab-4a71-b99b-f11615c00f81)
   
   
   ### Impact
   
   hudi-spark-datasource
   
   ### Risk level (write none, low medium or high below)
   
   low
   
   ### Documentation Update
   none
   
   ### Contributor's checklist
   


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