I'm having great luck using with numba, but there are two problems I find difficult to solve with it.
Often I want to algorithms that performs a lookup of a list/array of numbers. And this operation often comes in two flavors:
(1) <index> => <int array> # datastructure.get(0) => array
(2) <any int key> => <int array> # datastructure.get(999999999999) => array
In numba, how to people deal with indexed lookup where the range of the data structure is a memory managed object (array/list) (1)?
In numba, how to people deal with problems needing hashed lookups (2)?
Are there extension libraries / ways of calling out to C/C++ libraries that can easily help. (I know Cython is a route, but I am asking about numba specifically).
Thanks,
- Stuart