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ENH: Add engine keyword argument to groupby.apply to leverage Numba #31845

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@mroeschke

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@mroeschke

Similar to #30936 and #28987, we should next allow groupby.apply to leverage the optional Numba dependency by introducing an engine keyword that operates similarly to rolling.apply

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ApplyApply, Aggregate, Transform, MapEnhancementGroupbynumbanumba-accelerated operations

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