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mestint/ora6/amoba.py

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import random
from game_search_algorithms import alfabeta_search, minimax_search
# GAME BASE CLASS
class Game:
def legal_steps(self, state: dict[str, any]):
"""Steps that can be made in given state."""
raise NotImplementedError()
def take_step(self, step, state): # NOQA
"""Result of taking step in given state."""
raise NotImplementedError
def goodness(self, state, player):
"""Goodness measure of the state for the player."""
raise NotImplementedError()
def is_leaf(self, state):
"""Is the node a terminal node."""
return not self.legal_steps(state)
def next(self, state):
"""Return next player."""
return state['next']
def print(self, state):
"""Print current state."""
print(state)
def next_state(self, state):
"""Return next (step, state) list."""
return [(step, self.take_step(step, state))
for step in self.legal_steps(state)]
def __repr__(self):
"""Print the name of the game."""
return '<%s>' % self.__class__.__name__
class TicTacToe(Game):
def __init__(self, h=3, v=3, k=3):
#super().__init__()
self.h = h
self.v = v
self.k = k
steps = [(i,j) for i in range(1, h+1) for j in range(1, v+1)]
print(steps)
self.initial = {
#ki kezd
'next': 'X',
'steps': steps,
'result': 0,
'board': dict()
}
def print(self, state):
"""Let's see the current state."""
board = state['board']
for x in range(1, self.h + 1):
for y in range(1, self.v + 1):
print(board.get((x, y), '.'), end=" ")
print()
print('Result of the game: ', state['result'])
print()
def legal_steps(self, state):
return state['steps']
def take_step(self, step, state):
if step not in state['steps']:
return state #ha galiba van ujra lephetunk (??????)
board = state['board'].copy()
board[step] = self.next(state) #adot pozba beirjuk a jatekost
#modositjuk a lepeseket
steps = state['steps'].copy()
steps.remove(step) #ezzel nem tud foglalt helyre lepni
return {
'next': 'X' if state['next'] == 'O' else 'O',
'steps': steps,
'result': self.result(board, step, state['next']),
'board': board
}
def result(self, board, step, player):
if (self.check_triplets(board, step, player, (0,1)) or self.check_triplets(board, step, player, (1,0)) or
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self.check_triplets(board, step, player, (1,1)) or self.check_triplets(board, step, player, (1,-1))):
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if player == 'X':
return 1
else:
return -1
return 0
def check_triplets(self, board, step, player, direction):
n = -1
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dx, dy = direction
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x,y = step
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while board.get((x,y)) == player:
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x,y = dx + x,dy + y
n += 1
x,y = step
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while board.get((x,y)) == player:
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x,y = x - dx,y - dy
n += 1
return n >= self.k
def goodness(self, state, player):
return state["result"] if player == 'X' else -state['result']
def is_leaf(self, state):
return state['steps'] == [] or state['result'] != 0 #elfogytak a lepesek vagy valaki nyert
# PLAYERS
def random_player(game, state):
"""Randomly choose between options"""
return random.choice(game.legal_steps(state))
def alfabeta_player(game, state):
"""Search in game tree"""
return alfabeta_search(state, game)
def minimax_player(game, state):
"""Search in game tree"""
return minimax_search(state, game)
def play_game(game, *players):
state = game.initial
game.print(state)
while True:
for player in players:
step = player(game, state)
state = game.take_step(step, state)
game.print(state)
if game.is_leaf(state):
end_result = game.goodness(state, 'X')
return "X wins" if end_result == 1 else "O wins" if end_result == -1 else "Draw"
tto = TicTacToe()
# Test if playing works
play_game(tto, random_player, random_player)
# Demonstrate the power of the search algorithms
# you can comment out the game.print(state) lines in the play_game function for this
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for i in range(0):
#print(play_game(tto, random_player, random_player)) # outcome will be random (starting player has the edge)
#print(play_game(tto, alfabeta_player, random_player)) # X will always win
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print(play_game(tto, minimax_player, alfabeta_player)) # O will most likely win
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#print(play_game(tto, alfabeta_player, alfabeta_player)) # game will always end in draw
#print(play_game(tto, alfabeta_player, minimax_player))
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