pierrebelzile commented on issue #10160:
URL: https://github.com/apache/arrow-rs/issues/10160#issuecomment-4768998322

   I can see your point of view. However this comes down our expectation on the 
usage of dictionaries. They are most useful for:
   
   - accelerating "compute" algorithms. For example filtering, aggregation. 
Unless we unify, those algorithms  do not work and the dictionaries must first 
be converted to their string equivalent. A huge penalty.
   - reducing memory during IPC transmissions: We would certainly want to avoid 
sending the same entries more than once but not a huge benefit. So this could 
go either way.
   
   For reference the C++ implementation unifies dictionaries during a concat 
operation 
(https://github.com/apache/arrow/blob/main/cpp/src/arrow/array/concatenate.cc#L643)


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