walterddr opened a new pull request, #9100:
URL: https://github.com/apache/pinot/pull/9100

   During multi-stage query engine planning. We knew exactly what data 
partition each server has by looking into the exchange logics. Thus we should 
use this to optimize data shuffling.
   
   This PR
   - adds partition key analysis
   - populate partition keys across `InputRef` across nodes
   - analyzes partition keys for partition desire to eliminate unnecessary 
shuffling
   
   NOT in this PR
   - skip data shuffle entirely. this can be done by later implementation of 
the direct transferable block util


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