Dandandan opened a new issue, #2314:
URL: https://github.com/apache/datafusion-ballista/issues/2314

   **Is your feature request related to a problem or challenge? Please describe 
what you are trying to do.**
   Partial-reduce applies a second agreggation to already aggregated results, 
often significantly reducing the shuffle size for aggregations - significantly 
reducing shuffle write / read costs.
   
   **Describe the solution you'd like**
   Add partial reduce to the stages that further reduces aggregation.
   This can be implemented by applying a repartioning + partial reduce in the 
same stage.
   A threshold probably has to be added to avoid slowing down almost-unique 
inputs.
   
   **Describe alternatives you've considered**
   
   **Additional context**
   


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