thinkharderdev commented on issue #11451:
URL: https://github.com/apache/datafusion/issues/11451#issuecomment-2227464020

   > But I still don't quite understand about `I think this is probably not a 
big issue if you are setting the partition parallelism to the number` mentioned 
above... Mind explaining it in more detail?
   
   Honestly that was just a guess on my part so it may very well be that even 
with one partition per core you would see the same issue. 
   
   But I was thinking that with one partition per core the IO and CPU work are 
pipelined reasonably well. The table scan will do some IO, then decode the data 
and process through the rest of the pipeline. By the time the CPU work is 
required, there is no more IO in flight to block. With any repartitions though 
that would get complicated so not really sure. 
   
   


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