# Prettier LowLevelCallables with Numba JIT and decorators

In my recent post, I extolled the virtues of SciPy 0.19's LowLevelCallable. I did lament, however, that for generic_filter, the LowLevelCallable interface is a good deal uglier than the standard function interface. In the latter, you merely need to provide a function that takes the values within a pixel neighbourhood, and outputs a single value — an arbitrary function of the input values. That is a Wholesome and Good filter function, the way God intended.

In contrast, a LowLevelCallable takes the following signature:

&gt;&gt;&gt; from llc import jit_filter_function


The source code is on GitHub. Currently it only covers ndi.generic_filter's signature, and only with Numba, but I hope to gradually expand it to cover all the functions that take LowLevelCallables in SciPy, as well as support Cython. Pull requests are welcome!