The Python community wanted a more Pythonic way to scale their code while also reducing the complexity of shifting code from a single machine ... Dask provides its own version of array and DataFrame ...

Using NumPy arrays with C libraries: A common use case for Cython is to write convenient Python wrappers for C libraries. Cython code can act as a bridge between an existing C library and NumPy ...