zhengruifeng commented on PR #52433:
URL: https://github.com/apache/spark/pull/52433#issuecomment-3331948668

   @dongjoon-hyun we already combined the 4 modules into 2 
https://github.com/apache/spark/pull/52041
   
   because of continuous optimization on spark connect, pandas API on connect 
is no longer that slow.
   
   This PR just reorg the test so that the parity tests are consistent to the 
classic ones.
   
   <img width="691" height="174" alt="image" 
src="https://github.com/user-attachments/assets/531f4c6a-6ab5-411c-8165-76f310642a61";
 />
   <img width="793" height="182" alt="image" 
src="https://github.com/user-attachments/assets/fc1ef1b9-3491-4e8c-b794-ff333610035d";
 />
   
   We don't add new tests for pandas API frequently, so it is likely we won't 
hit the limitation for a long time.


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