class Generator:
def __init__(self, dimension):
self.dimension = dimension
solution = []
for num in range(1, dimension**2):
solution.append(num)
solution.append(None)
self.starting_state = solution
self.board = Board(solution)
def inmoves(self, num_moves):
paths = []
check_states = {0: [[self.starting_state, []]]}
for depth in range(num_moves):
at_depth = (depth == num_moves - 1)
check_states[depth + 1] = []
for state in check_states[depth]:
if at_depth:
paths.extend(
self.get_next_paths_from_state(state[0], state[1]))
else:
check_states[depth + 1].extend(
self.get_next_paths_from_state(state[0], state[1]))
return paths
def get_next_paths_from_state(self, tiles, path_to_state):
self.board.tiles = tiles
paths = []
lookahead = self.board.lookahead()
for move in lookahead:
if (len(path_to_state) == 0):
paths.append([lookahead[move], [move]])
elif (path_to_state[-1] != move):
paths.append([lookahead[move], path_to_state + [move]])
return paths
def test_board_can_provide_lookahead():
puzzle = Board([1, None, 3, 2])
assert puzzle.lookahead() == {1: [None, 1, 3, 2], 2: [1, 2, 3, None]}
class Solver:
def __init__(self, tile_config):
self.board = Board(tile_config)
self.moves = []
self.visited_states = []
self.status = "Solving..."
self.locked_tiles = []
def solve(self):
if self.board.is_solvable():
self.visited_states.append(self.get_board_state())
while (not self.board.solved()) and (self.status != "stuck"):
self.find_best_move()
else:
self.status = "Unsolvable"
def get_available_moves(self):
return sorted([tile for tile in self.board.tile_neighbors(None) if isinstance(tile, int)])
def get_board_state(self):
board_state = self.board.tiles[:]
return board_state
def check_locks(self):
# this is a really really dumb implementation - TEMPORARY
# ONLY WORKS for 3x3s, not 4x4s
self.locked_tiles = []
# if 1 is in the 1 place, lock it
if (self.board.tiles[0] == 1):
self.locked_tiles.append(1)
# and if 2 AND 3 are in place, lock them
if (self.board.tiles[1] == 2 and self.board.tiles[2] == 3):
self.locked_tiles.append(2)
self.locked_tiles.append(3)
if ((self.board.dimension == 3) and
(1 in self.locked_tiles) and
(self.board.tiles[3] == 4) and
(self.board.tiles[6] == 7)
):
self.locked_tiles.append(4)
self.locked_tiles.append(7)
def find_best_move(self):
possible_moves = self.board.lookahead()
move_scores = {}
for move in possible_moves:
move_scores[move] = self.board.solution_diff_score_from(possible_moves[move])
# only consider moves that don't get us back to a known state
if (move in self.locked_tiles):
move_scores[move] += 9999
if len(self.visited_states) > 0 and (possible_moves[move] == self.visited_states[-1]):
move_scores[move] += 99999
if (possible_moves[move] in self.visited_states):
move_scores[move] += 99
best_move = min(move_scores, key=move_scores.get)
# print("BEST MOVE: {}".format(best_move))
self.board.move(best_move)
self.moves.append(best_move)
self.visited_states.append(self.get_board_state())
# if (best_move in self.locked_tiles):
# self.locked_tiles.remove(best_move)
self.check_locks()
if (len(self.moves) > 500):
self.status = "stuck"