alamb opened a new pull request, #8254:
URL: https://github.com/apache/arrow-datafusion/pull/8254

   ## Which issue does this PR close?
   
   Closes https://github.com/apache/arrow-datafusion/issues/8229
   
   ## Rationale for this change
   
   There were multiple, confusing, and inconsistent paths for aggregating 
statistics. This both makes it hard to change how Statistics work (e.g. 
https://github.com/apache/arrow-datafusion/issues/8078) it also makes for 
subtle bugs
   
   ## What changes are included in this PR?
   
   1. Introduce `StatisticsAggregator` that handles aggregating statistics from 
multiple sources, and is well documented and tested
   3. Rewrite existing statistics aggregation to use the new aggregator
   
   Note that this code is based on some authored by @crepererum  for InfluxDB 
IOx. 
   
   ## Are these changes tested?
   Yes, substantial new test coverage is added 
   
   ## Are there any user-facing changes?
   
   No user facing change intended


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