Weijun-H commented on issue #25183:
URL: https://github.com/apache/datafusion/issues/25183#issuecomment-5715092672

   Thanks for exploring this. We have a relevant downstream synthetic case: 
9,000 rows with 128 KiB payloads, one task, and a 966,367,616-byte task budget. 
Our baseline fails during spill-merge admission with an approximately 1 GiB 
reservation request; our combined downstream changes complete the case.
   
   Our approach also sizes output before materialization, reserves memory, and 
reduces the row count if needed. We include output-construction memory 
alongside read buffers in merge admission. Some types still use the existing 
fallback, and we have not isolated the performance cost of these changes.
   
   Two open choices are the output byte target (our current 10 MiB floor is not 
validated) and the single-row case: we return a memory error if it cannot be 
reserved, whereas your prototype retains best-effort spilling.
   
   Our prototype targets DataFusion 54.1; adapting it to current main also 
requires checking reservation lifetimes across asynchronous spill writes.
   
   Would you prefer that we help extend your prototype, or share a draft PR and 
the reproducer for comparison?
   


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