osscm commented on PR #16961:
URL: https://github.com/apache/iceberg/pull/16961#issuecomment-6069339896

   While implementing and testing the SCALAR ref impl (#18187), and coming at 
it with a bit of vector/lance understanding, a thought: could we extend the 
spec so the framework also supports ranking-based indexes, not just pruning 
ones? That would open the gates to different kinds of ranking indexes (ANN over 
the vector type in #18297 being one), and let people solve that inside the 
Iceberg table itself instead of standing up something separate - building on 
what you've already added here. I'm planning to try ANN on top of the 
secondary-index framework and will share what I learn. Maybe will be a followup 
PR once this is merged to extend it; for now just flagging it early, and 
curious how we are thinking about the ranking index type.
   
   cc @rdblue @RussellSpitzer @pvary @huaxingao  


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