sidneymau opened a new pull request, #44169:
URL: https://github.com/apache/arrow/pull/44169

   ### Rationale for this change
   
   See #44168 – implement an `aggregate` method for `Dataset` to facilitate out 
of core aggregations of arbitrary datasets using Acero.
   
   ### What changes are included in this PR?
   
   New `aggregate` method of `Dataset` and associated tests.
   
   ### Are these changes tested?
   
   Equivalent tests to those existing for the `group_by`/`aggregate` idiom of 
`Table` have been added to the dataset tests.
   
   ### Are there any user-facing changes?
   
   New method of `Dataset`
   


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