qzyu999 commented on issue #3554:
URL: 
https://github.com/apache/iceberg-python/issues/3554#issuecomment-4827029523

   Hi @kevinjqliu, thanks for the feedback, I've updated the issue description 
to reflect the preferred architectural boundaries. Key changes:
   - Removed the dual-track approach (no more `pyiceberg_core.execution` / 
`iceberg-rust` work). Single approach: use `datafusion-python` as an internal 
compute library, with PyIceberg owning all Iceberg semantics.
   - Added sections clarifying the relationship to the existing DataFusion 
integration (orthogonal) and why DataFusion specifically (elimination, not 
preference).
   - Updated UX and implementation sections to reflect the Python-only approach.
   - Closed related `iceberg-rust` issues as they're no longer needed under 
this direction.
   
   The problem, goals, and operations list are unchanged, only the method has 
shifted. Open to any further constructive criticism.


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