ding-young commented on PR #17363:
URL: https://github.com/apache/datafusion/pull/17363#issuecomment-3245248823

   > BTW I can't predict how bad this round trip memory blowup issue gonna be, 
do you know any other? If it's common we might give up, and when this 
validation fail we can simply print some `warn!()` logs, and set some static 
max merge degree to finish the query.
   
   After this change, I believe all unit tests succeed with validation (within 
a 4KB diff). However, when the batch size is very large and the number of 
columns increases, the diff could potentially be larger. I’m not sure yet what 
a “safe” diff margin should be, and I haven’t found any other possible sources 
for the blowup so far.
   
   Given that, I think it’s better to print `warn!()` logs and recommend users 
to report their cases in the related issue, so we can investigate further if 
needed. I'll update the validation PR accordingly. 


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