"""Convert input data to adjacency information""" from __future__ import annotations import numpy as np from minigrid.envs.wfc.wfclogic import adjacency as wfc_adjacency from minigrid.envs.wfc.wfclogic import patterns as wfc_patterns from minigrid.envs.wfc.wfclogic import tiles as wfc_tiles def test_adjacency_extraction(img_redmaze: np.ndarray) -> None: # TODO: generalize this to more than the four cardinal directions direction_offsets = list(enumerate([(0, -1), (1, 0), (0, 1), (-1, 0)])) img = img_redmaze tile_size = 1 pattern_width = 2 periodic = False _tile_catalog, tile_grid, _code_list, _unique_tiles = wfc_tiles.make_tile_catalog( img, tile_size ) ( pattern_catalog, _pattern_weights, _pattern_list, pattern_grid, ) = wfc_patterns.make_pattern_catalog(tile_grid, pattern_width, periodic) adjacency_relations = wfc_adjacency.adjacency_extraction( pattern_grid, pattern_catalog, direction_offsets ) assert ((0, -1), -6150964001204120324, -4042134092912931260) in adjacency_relations assert ((-1, 0), -4042134092912931260, 3069048847358774683) in adjacency_relations assert ((1, 0), -3950451988873469076, -3950451988873469076) in adjacency_relations assert ((-1, 0), -3950451988873469076, -3950451988873469076) in adjacency_relations assert ((0, 1), -3950451988873469076, 3336256675067683735) in adjacency_relations assert ( not ((0, -1), -3950451988873469076, -3950451988873469076) in adjacency_relations ) assert ( not ((0, 1), -3950451988873469076, -3950451988873469076) in adjacency_relations )