milenkovicm opened a new issue, #1827:
URL: https://github.com/apache/datafusion-ballista/issues/1827

   **Is your feature request related to a problem or challenge? Please describe 
what you are trying to do.**
   
   Currently, shuffle collects basic statistics like the number of rows and 
bytes. This data is used downstream for some optimisation. However, I 
understand those statistics aren’t sufficient for join estimations, leading to 
incorrect decisions in some cases. No column based statistics such as null 
count or distinct count is collected during exchange.
   
   **Describe the solution you'd like**
   
   investigate what would be appropriate approach to collect null and distinct 
count for columns used in repartition expressions. Collecting null count may 
not be big problem but distinct count might and approximation may be used for 
it 
   
   **Describe alternatives you've considered**
   
   
   **Additional context**
   
   - collected statistic should be propagated to planners 
   


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