Dandandan commented on issue #13099:
URL: https://github.com/apache/datafusion/issues/13099#issuecomment-2495622657

   > The polars test is in python so I don't think that is a fair comparison
   
   I don't think that's very relevant, as the execution is done natively 
(Polars is written in Rust). Likewise, DataFusion also would perform about the 
same in Python.
   
   Running on the biggest machine / and / or reading everything in memory 
actually gives Polars an advantage, so I think it’s even more impressive to see 
the difference here.
   
   I think it mainly shows the different optimizations done last ~2 years to 
make (tricky/expensive) aggregations fast.
   


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