_aggregate_with_numba(self, data, func, *args, engine_kwargs=None, **kwargs)
This routine mimics the data splitting routine of the DataSplitter class to generate the indices of each group in the sorted data and then passes the data and indices into a Numba jitted function.
Perform groupby aggregation routine with the numba engine.
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