Rich-T-kid opened a new issue, #24114:
URL: https://github.com/apache/datafusion/issues/24114

   ### Is your feature request related to a problem or challenge?
   
   Deciding whether to dictionary-encode a column requires knowing its 
cardinality (NDV), Datafusion does support 
https://docs.rs/datafusion/latest/datafusion/common/struct.ColumnStatistics.html
 but we need to validate this.
   
   ### Describe the solution you'd like
   
   Improve NDV statistics collection focused on Parquet, and get these stats 
into DataFusion in a form the optimizer can actually use (e.g. exposed on 
`ColumnStatistics`).
   
   ### Describe alternatives you've considered
   
   _No response_
   
   ### Additional context
   
   Direct sub-issue of #22891
   piece of Epic : #24111


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