alamb commented on PR #14286:
URL: https://github.com/apache/datafusion/pull/14286#issuecomment-2619967575

   > It seems to me like most folks agree research into schedulers for the CPU 
work that can sit within the single tokio runtime would be _much_ easier to 
integrate for downstream use cases, probably at the cost of complexity 
(overheads?) within datafusion itself.
   
   @davidhewitt  I agree in principle. I think any time one has to cross from 
sync code to async code the API is going to get challenging. The upside of the 
current DataFusion approach with a single tokio runtime is it just "works" (for 
some defintion of work)
   
   The downside is that squeezing out the maximum performance is tough


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