WUT_Computer_Science/lab2/main.py

321 lines
12 KiB
Python

import re
"""
Program that plays draughts (checkers) with user on 8x8 board using min-max with alpha-beta prunning
"""
class Game:
"""Game"""
def __init__(self, size):
self.board_size = size
self.white_positions = self.initialize_white()
self.black_positions = self.initialize_black()
# print(self.white_positions)
# print(self.black_positions)
def initialize_white(self):
"""Initialize white pieces"""
white_positions = []
for y_coordinate in range(3):
for x_coordinate in range(self.board_size):
if y_coordinate % 2 == 0:
if x_coordinate % 2 == 1:
white_positions.append(
(x_coordinate, y_coordinate, False))
else:
if x_coordinate % 2 == 0:
white_positions.append(
(x_coordinate, y_coordinate, False))
return white_positions
def initialize_black(self):
"""Initialize black pieces"""
black_positions = []
for y_coordinate in range(self.board_size - 3, self.board_size):
for x_coordinate in range(self.board_size):
if y_coordinate % 2 == 0:
if x_coordinate % 2 == 1:
black_positions.append(
(x_coordinate, y_coordinate, False))
else:
if x_coordinate % 2 == 0:
black_positions.append(
(x_coordinate, y_coordinate, False))
return black_positions
def check_move_out_of_bounds(self, from_, to):
"""Check if the move destination is out of the bounds of the board"""
if to[0] < 0 or to[0] >= self.board_size - 1:
print(f"Illegal move! Final x coordinate must be between 0 and {self.board_size}!")
return True
if to[1] < 0 or to[1] >= self.board_size - 1:
print(f"Illegal move! Final y coordinate must be between 0 and {self.board_size}!")
return True
return False
def check_piece_exists(self, coords, color):
"""Check if a piece of given color exists at a given spot"""
if color == "white":
if any(piece in self.white_positions for piece in ((*coords, False), (*coords, False))):
return True
else:
if any(piece in self.black_positions for piece in ((*coords, False), (*coords, False))):
return True
return False
def check_piece_king(self, coords, color):
"""Check if a piece of in a given spot and of a given color is a king. Return false if no piece is found"""
if color == "white":
return (*coords, True) in self.white_positions
else:
return (*coords, True) in self.black_positions
# https://stackoverflow.com/a/2191707
def check_move_piece_capable(self, from_, to, color):
"""Check if the move is exactly one square diagonally"""
if abs(to[0] - from_[0]) == 1:
if self.check_piece_king(from_, color):
return True
else:
if color == "white":
return to[1] == from_[1] + 1
elif color == "black":
return to[1] == from_[1] - 1
return False
def check_capture(self, from_, to, color):
"""Check if a piece was captured for a given move. Return captured piece coordinates or None"""
# captures can only happen if the player moved twice-diagonally
if (abs(to[0]-from_[0]) != 2 or abs(to[1]-from_[1] != 2)):
return None
middle = (abs(to[0]-from_[0])//2, abs(to[1]-from_[1])//2)
if color == "white" and self.check_piece_exists(middle, "black"):
return middle
elif color == "black" and self.check_piece_exists(middle, "white"):
return middle
return None
def check_move_legal(self, from_, to, color):
"""Check if a move is legal. Return a boolean or coordinates of captured piece"""
if self.check_move_out_of_bounds(from_, to):
print("Illegal move! Final position is out of the bounds of the board")
return False
if not self.check_piece_exists(from_, color):
print(
"Illegal move! There is no piece on the starting position that belongs to the player")
return False
if self.check_piece_exists(to, "white") or self.check_piece_exists(to, "black"):
print("Illegal move! Cannot move to position taken by another piece")
return False
capture = self.check_capture(from_, to, color)
if capture == None:
if self.check_move_piece_capable(from_, to, color):
return True
else:
print('Illegal move!')
return False
return capture
def make_move(self, from_, to, color):
"""Move a piece on the board and remove any captured pieces"""
move_legal = self.check_move_legal(from_, to, color)
if move_legal == False:
return False
capture = move_legal if type(move_legal) is tuple else None
king = self.check_piece_king(from_, color)
if (color == "white"):
self.white_positions.remove((*from_, king))
self.white_positions.append((*to, king))
if (capture):
captured_king = self.check_piece_king(capture, "black")
self.black_positions.remove((*move_legal, captured_king))
else:
self.black_positions.remove((*from_, king))
self.black_positions.append((*to, king))
if (capture):
captured_king = self.check_piece_king(capture, "white")
self.white_positions.remove((*move_legal, captured_king))
return True
def print_board(self):
"""Print the board in the console"""
print(" ", end="")
for x in range(self.board_size):
print(f" {chr(ord('a')+x)} ", end="")
print(" ")
line = 0
for y in range(self.board_size*4):
for x in range(self.board_size):
bg = "#" if x % 2 == (y//4) % 2 else " "
checker = bg
if ((x, y//4, False) in self.white_positions):
checker = "w"
elif ((x, y//4, True) in self.white_positions):
checker = "W"
elif ((x, y//4, False) in self.black_positions):
checker = "b"
elif ((x, y//4, True) in self.black_positions):
checker = "B"
if(x==0):
if(line%4==2):
print('{:3d}'.format(y//4), end="")
else:
print(" ", end="")
match line%4:
case 0:
print("+---", end="")
case 1 | 3:
print(f"|{3*bg}", end="")
case 2:
print(f"|{bg}{checker}{bg}", end="")
if(line%4==0):
print("+")
else:
print(f"|{y//4}" if line%4==2 else "|")
line+=1
print(" ", end="")
for x in range(self.board_size):
print("+---", end="")
print("+\n ", end="")
for x in range(self.board_size):
print(f" {chr(ord('a')+x)}", end=" ")
print()
# Ran first in the code
def get_possible_move_down(self, from_, color):
# all moves "down":
legal_moves = []
move_down_left_two = (from_[0] + 2, from_[1] - 2)
move_down_right_two = (from_[0] + 2, from_[1] + 2)
move_down_left_one = (from_[0] + 1, from_[1] - 1)
move_down_right_one = (from_[0] + 1, from_[1] + 1)
if self.check_move_legal(from_, move_down_left_two, color) != False:
legal_moves.append((from_, move_down_two))
elif self.check_move_legal(from_, move_down_right_two, color) != False:
legal_moves.append((from_, move_down_right_two))
elif self.check_move_legal(from_, move_down_left_one, color) != False:
legal_moves.append((from_, move_down_left_one))
elif self.check_move_legal(from_, move_down_right_one, color) != False:
legal_moves.append((from_, move_down_right_one))
return legal_moves
def get_possible_move(self, from_, color):
# get all possible moves from the pawn in from_ position
# "-" in first position -> move to the "left"
# "+" in first postiin -> move to the "right"
# "-" in second postion -> move "up"
# "+" in second position -> move "down"
legal_moves = self.get_possible_move_up(from_, color)
legal_moves.append(self.get_possible_move_down(from_, color))
return legal_moves
def get_possible_moves(self, color):
# toDo: get possible moves for single piece, then iterate through all pieces
legal_moves = []
if color == "white":
for white_position in self.white_positions:
print((white_position[0], white_position[1]))
legal_moves.append(self.get_possible_move((white_position[0], white_position[1]), color))
elif color == "black":
for black_position in self.black_positions:
legal_moves.append(self.get_possible_move((black_position[0], black_position[1]), color))
return legal_moves
def alpha_beta(self, depth, alpha, beta, player):
if depth == 0:
return self.evaluate(), None
if player == 'x':
max_eval = float('-inf')
best_move = None
for move in self.get_possible_moves(player):
new_state = copy.deepcopy(self)
new_state.move(*move)
eval, _ = alpha_beta(new_state, depth-1, alpha, beta, 'o')
if eval > max_eval:
max_eval = eval
best_move = move
alpha = max(alpha, eval)
if alpha >= beta:
break
return max_eval, best_move
else:
min_eval = float('inf')
best_move = None
for move in state.get_possible_moves(player):
new_state = copy.deepcopy(state)
new_state.move(*move)
eval, _ = alpha_beta(new_state, depth-1, alpha, beta, 'x')
if eval < min_eval:
min_eval = eval
best_move = move
beta = min(beta, eval)
if beta <= alpha:
break
return min_eval, best_move
def evaluate(self):
white_score = 0
black_score = 0
for white_position in self.white_positions:
if white_position[2]:
white_score += 2
else:
white_score += 2
for black_position in self.black_positions:
if black_position[2]:
black_score += 2
else:
black_score += 2
return x_score - o_score
def input_to_coordinates(self, input):
pos_x = ord(input[0])-ord('a')
pos_y = int(input[1::])
return pos_x, pos_y
def handle_player_move(self, color):
has_moved = False
while not has_moved:
user_input = input('How do you want to move? (format: d6 e5)\n')
regex = r"^[A-Za-z]\d+\s[A-Za-z]\d+$"
match = re.search(regex, user_input)
if not match:
print('Invalid input, try again')
continue
[move_from, move_to] = user_input.split(' ')
from_coordinates = self.input_to_coordinates(move_from)
to_coordinates = self.input_to_coordinates(move_to)
has_moved = self.make_move(
from_coordinates, to_coordinates, color)
self.print_board()
# Ran first in the code
if __name__ == "__main__":
game = Game(8)
game.print_board()
game.handle_player_move('black')