perf(rust, python): improve nested grouptuples related code #8618
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Fixes #8603
Nested group_tuples would allocate per item that iterated. Very expensive. This fixes that and adds fast path bounds. So struct
uniquerelated functionality during aggregation is~15xfaster. Not that impressive, given that we were just slow.