SteNicholas opened a new issue, #9923:
URL: https://github.com/apache/paimon/issues/9923

   ### Search before asking
   
   - [x] I searched in the [issues](https://github.com/apache/paimon/issues) 
and found nothing similar.
   
   
   ### Motivation
   
   Sirius is a GPU-Native Composable Analytics Engine. It plugs into existing 
databases via the standard Substrait query format, requiring no query rewrites 
or major system changes. Sirius currently supports DuckDB and Starrocks (coming 
soon), other systems marked with * are on our roadmap. Built on NVIDIA CUDA-X 
libraries including cuDF, cuVS, and cuCascade, Sirius delivers high-performance 
GPU-accelerated analytics.
   
   ### Solution
   
   Support integration with sirius for table-aware scan framework.
   
   ### Anything else?
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [x] I'm willing to submit a PR!


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