Fixes #560: add multi-backend A* pathfinding (dask, cupy, dask+cupy)

Sparse dask A* loads chunks on demand via LRU cache so pathfinding
works on datasets that don't fit in RAM. CuPy falls back to the
existing numpy kernel with CPU↔GPU transfers.

Author: brendancol