jorisvandenbossche opened a new pull request, #14516:
URL: https://github.com/apache/arrow/pull/14516

   Dataset scanning was using the C++ default memory backend, and not the one 
set from python (if not specified explicitly). 
`maybe_unbox_memory_pool(memory_pool)` is meant to always be called (not only 
if `memory_pool is not None`), since this will then return the python default 
memory pool if `memory_pool` is not specified. 


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