lidavidm commented on PR #59313:
URL: https://github.com/apache/spark/pull/59313#issuecomment-6158610570

   Pushdown semantics has come up quite a few times (e.g. @SamArch27 evaluating 
how to do pushdown for DuckDB-ADBC). I think it would require something like 
Substrait so that semantics are consistent across engines and drivers, with 
each driver supporting a limited subset (e.g. table scans with filters) and 
translating to SQL if needed. 
   
   ADBC does do streaming reads, and some drivers can even expose a read as a 
set of partitions that can be distributed across workers. As for reads with 
offsets, that could perhaps be done via Substrait as well, if we go that 
direction.


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