""" CONTEXT MAP BUILDERS """ import numpy as np def flat_context_map_builder(size): """ A context map where all positions are equally likely. """ return np.ones((size, size)) def hills_context_map_builder(size): """ A context map with bumps and valleys. """ grid_ii, grid_jj = np.mgrid[0:size, 0:size] i_waves = np.sin(grid_ii / 130) + np.sin(grid_ii / 10) i_waves /= i_waves.max() j_waves = np.sin(grid_jj / 100) + np.sin(grid_jj / 50) + \ np.sin(grid_jj / 10) j_waves /= j_waves.max() context_map = j_waves + i_waves return context_map def labyrinth_context_map_builder(size): """ A context map that looks like a labyrinth. """ context_map = np.ones((size, size)) context_map[50:100, 50:60] = 0 context_map[20:89, 80:90] = 0 context_map[90:120, 0:10] = 0 context_map[120:size, 30:40] = 0 context_map[180:190, 50:60] = 0 context_map[50:60, 50:200] = 0 context_map[179:189, 80:130] = 0 context_map[110:120, 0:190] = 0 context_map[120:size, 30:40] = 0 context_map[180:190, 50:60] = 0 return context_map