Dandandan commented on issue #15607:
URL: https://github.com/apache/datafusion/issues/15607#issuecomment-2857839305

   My idea for the scope of this issue wasn't to support arbitrary expressions 
in the window frames / implement`Segment Tree`, but rather vectorize the 
existing implementation - i.e.
   
   * limit allocations (e.g. `ScalarValue`) in inner loops (i.e. the mentioned 
`calculate_range`)
   * try doing calculations on a batch level instead of per-value
   
   I think for the constant value the non-segment tree algorithm probably is 
the best choice anyway (and we should keep it), looking at this table (even 
when same complexity updating the segment tree will probably be slower than the 
existing algorithm):
   
   <img width="717" alt="Image" 
src="https://github.com/user-attachments/assets/b41dd9cb-9662-4230-899f-793f8e89a77d";
 />
   


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