Ma77Ball commented on issue #3825:
URL: https://github.com/apache/texera/issues/3825#issuecomment-3368545363

   Currently, the system can process that many columns (as shown below). 
   
   <img width="956" height="954" alt="Image" 
src="https://github.com/user-attachments/assets/202a016e-4d70-4b51-af56-1e90fece81de";
 />
   
   However, if the output is not passed to an operator that reduces the number 
of columns, the frontend will crash.
   
   <img width="953" height="983" alt="Image" 
src="https://github.com/user-attachments/assets/e623134a-07ea-48d7-af13-6521457db10d";
 />
   
   I'm examining two key potential issues: the result panel is not optimized 
for this task, and the schema propagation step currently uses 100 rows to 
evaluate the schema, which may be excessive, especially with larger datasets (1 
million columns).
    


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