Python实现2048小游戏

https://www.shiyanlou.com/courses/368/learning/

知识点

  • Python基本知识
  • 状态机的概念

导入相关包:

import curses
from random import randrange, choice
from collections import defaultdict

主逻辑

1.用户行为

所有的有效输入都可以转换为"上,下,左,右,游戏重置,退出"这六种行为,用 actions 表示

actions = ['Up', 'Left', 'Down', 'Right', 'Restart', 'Exit']

有效输入键是最常见的 W(上),A(左),S(下),D(右),R(重置),Q(退出),这里要考虑到大写键开启的情况,获得有效键值列表:

letter_codes = [ord(ch) for ch in 'WASDRQwasdrq']

将输入与行为进行关联:

actions_dict = dict(zip(letter_codes, actions * 2))

2.状态机

处理游戏主逻辑的时候我们会用到一种十分常用的技术:状态机,或者更准确的说是有限状态机(FSM)

你会发现 2048 游戏很容易就能分解成几种状态的转换。

Python实现2048小游戏_第1张图片

state 存储当前状态, state_actions 这个词典变量作为状态转换的规则,它的 key 是状态,value 是返回下一个状态的函数:

  • Init: init()
    • Game
  • Game: game()
    • Game
    • Win
    • GameOver
    • Exit
  • Win: lambda: not_game('Win')
    • Init
    • Exit
  • Gameover: lambda: not_game('Gameover')
    • Init
    • Exit
  • Exit: 退出循环

状态机会不断循环,直到达到 Exit 终结状态结束程序。

个人对状态机的思路:

先初始化,游戏开始,赢,输,或者直接退出,或者初始化,赢了,则可退出,可初始化重新开始,输了,也可直接退出,或者初始化重来

def main(stdscr):

    def init():
        #重置游戏棋盘
        return 'Game'

    def not_game(state):
        #画出 GameOver 或者 Win 的界面
        #读取用户输入得到action,判断是重启游戏还是结束游戏
        responses = defaultdict(lambda: state) #默认是当前状态,没有行为就会一直在当前界面循环
        responses['Restart'], responses['Exit'] = 'Init', 'Exit' #对应不同的行为转换到不同的状态
        return responses[action]

    def game():
        #画出当前棋盘状态
        #读取用户输入得到action
        if action == 'Restart':
            return 'Init'
        if action == 'Exit':
            return 'Exit'
        #if 成功移动了一步:
            if 游戏胜利了:
                return 'Win'
            if 游戏失败了:
                return 'Gameover'
        return 'Game'


    state_actions = {
            'Init': init,
            'Win': lambda: not_game('Win'),
            'Gameover': lambda: not_game('Gameover'),
            'Game': game
        }

    state = 'Init'

    #状态机开始循环
    while state != 'Exit':
        state = state_actions[state]()

用户输入处理

阻塞+循环,直到获得用户有效输入才返回对应行为:

def get_user_action(keyboard):    
    char = "N"
    while char not in actions_dict:    
        char = keyboard.getch()
    return actions_dict[char]

矩阵转置与矩阵逆转

加入这两个操作可以大大节省我们的代码量,减少重复劳动,看到后面就知道了。

矩阵转置:

def transpose(field):
    return [list(row) for row in zip(*field)]

矩阵逆转(不是逆矩阵):

def invert(field):
    return [row[::-1] for row in field]

创建棋盘

初始化棋盘的参数,可以指定棋盘的高和宽以及游戏胜利条件,默认是最经典的 4x4~2048。

    class GameField(object):
        def __init__(self, height=4, width=4, win=2048):
            self.height = height       #高
            self.width = width         #宽
            self.win_value = 2048      #过关分数
            self.score = 0             #当前分数
            self.highscore = 0         #最高分
            self.reset()               #棋盘重置

棋盘操作

1.随机生成一个 2 或者 4

def spawn(self):
        new_element = 4 if randrange(100) > 89 else 2
        (i,j) = choice([(i,j) for i in range(self.width) for j in range(self.height) if self.field[i][j] == 0])
        self.field[i][j] = new_element

2.重置棋盘

def reset(self):
    if self.score > self.highscore:
        self.highscore = self.score
    self.score = 0
    self.field = [[0 for i in range(self.width)] for j in range(self.height)]
    self.spawn()
    self.spawn()

3.一行向左合并

(注:这一操作是在 move 内定义的,拆出来是为了方便阅读)

def move_row_left(row):
    def tighten(row): # 把零散的非零单元挤到一块
        new_row = [i for i in row if i != 0]
        new_row += [0 for i in range(len(row) - len(new_row))]
        return new_row

    def merge(row): # 对邻近元素进行合并
        pair = False
        new_row = []
        for i in range(len(row)):
            if pair:
                new_row.append(2 * row[i])
                self.score += 2 * row[i]
                pair = False
            else:
                if i + 1 < len(row) and row[i] == row[i + 1]:
                    pair = True
                    new_row.append(0)
                else:
                    new_row.append(row[i])
        assert len(new_row) == len(row)
        return new_row
    #先挤到一块再合并再挤到一块
    return tighten(merge(tighten(row)))

4.棋盘走一步

通过对矩阵进行转置与逆转,可以直接从左移得到其余三个方向的移动操作

def move(self, direction):
    def move_row_left(row):
        #一行向左合并

        moves = {}
        moves['Left']  = lambda field: [move_row_left(row) for row in field]
        moves['Right'] = lambda field: invert(moves['Left'](invert(field)))
        moves['Up']    = lambda field: transpose(moves['Left'](transpose(field)))
        moves['Down']  = lambda field: transpose(moves['Right'](transpose(field)))

    if direction in moves:
        if self.move_is_possible(direction):
            self.field = moves[direction](self.field)
            self.spawn()
            return True
        else:
            return False

5.判断输赢

def is_win(self):
    return any(any(i >= self.win_value for i in row) for row in self.field)

def is_gameover(self):
    return not any(self.move_is_possible(move) for move in actions)

6.判断能否移动

def move_is_possible(self, direction):
    def row_is_left_movable(row): 
        def change(i):
            if row[i] == 0 and row[i + 1] != 0: # 可以移动
                return True
            if row[i] != 0 and row[i + 1] == row[i]: # 可以合并
                return True
            return False
        return any(change(i) for i in range(len(row) - 1))

    check = {}
    check['Left']  = lambda field: any(row_is_left_movable(row) for row in field)

    check['Right'] = lambda field: check['Left'](invert(field))

    check['Up']    = lambda field: check['Left'](transpose(field))

    check['Down']  = lambda field: check['Right'](transpose(field))

    if direction in check:
        return check[direction](self.field)
    else:
        return False

绘制游戏界面

(注:这一步是在棋盘类内定义的)

def draw(self, screen):
    help_string1 = '(W)Up (S)Down (A)Left (D)Right'
    help_string2 = '     (R)Restart (Q)Exit'
    gameover_string = '           GAME OVER'
    win_string = '          YOU WIN!'
    def cast(string):
        screen.addstr(string + '\n')

    #绘制水平分割线
    def draw_hor_separator():
        line = '+' + ('+------' * self.width + '+')[1:]
        separator = defaultdict(lambda: line)
        if not hasattr(draw_hor_separator, "counter"):
            draw_hor_separator.counter = 0
        cast(separator[draw_hor_separator.counter])
        draw_hor_separator.counter += 1

    def draw_row(row):
        cast(''.join('|{: ^5} '.format(num) if num > 0 else '|      ' for num in row) + '|')

    screen.clear()

    cast('SCORE: ' + str(self.score))
    if 0 != self.highscore:
        cast('HIGHSCORE: ' + str(self.highscore))

    for row in self.field:
        draw_hor_separator()
        draw_row(row)

    draw_hor_separator()

    if self.is_win():
        cast(win_string)
    else:
        if self.is_gameover():
            cast(gameover_string)
        else:
            cast(help_string1)
    cast(help_string2)

 完成主逻辑

完成以上工作后,我们就可以补完主逻辑了!

def main(stdscr):
    def init():
        #重置游戏棋盘
        game_field.reset()
        return 'Game'

    def not_game(state):
        #画出 GameOver 或者 Win 的界面
        game_field.draw(stdscr)
        #读取用户输入得到action,判断是重启游戏还是结束游戏
        action = get_user_action(stdscr)
        responses = defaultdict(lambda: state) #默认是当前状态,没有行为就会一直在当前界面循环
        responses['Restart'], responses['Exit'] = 'Init', 'Exit' #对应不同的行为转换到不同的状态
        return responses[action]

    def game():
        #画出当前棋盘状态
        game_field.draw(stdscr)
        #读取用户输入得到action
        action = get_user_action(stdscr)

        if action == 'Restart':
            return 'Init'
        if action == 'Exit':
            return 'Exit'
        if game_field.move(action): # move successful
            if game_field.is_win():
                return 'Win'
            if game_field.is_gameover():
                return 'Gameover'
        return 'Game'


    state_actions = {
            'Init': init,
            'Win': lambda: not_game('Win'),
            'Gameover': lambda: not_game('Gameover'),
            'Game': game
        }

    curses.use_default_colors()
    game_field = GameField(win=2048)


    state = 'Init'

    #状态机开始循环
    while state != 'Exit':
        state = state_actions[state]()

运行

填上最后一行代码:

curses.wrapper(main)

运行看看吧!

$ python3 2048.py

全部代码

#-*- coding:utf-8 -*-

import curses
from random import randrange, choice # generate and place new tile
from collections import defaultdict

letter_codes = [ord(ch) for ch in 'WASDRQwasdrq']
actions = ['Up', 'Left', 'Down', 'Right', 'Restart', 'Exit']
actions_dict = dict(zip(letter_codes, actions * 2))

def get_user_action(keyboard):    
    char = "N"
    while char not in actions_dict:    
        char = keyboard.getch()
    return actions_dict[char]

def transpose(field):
    return [list(row) for row in zip(*field)]

def invert(field):
    return [row[::-1] for row in field]

class GameField(object):
    def __init__(self, height=4, width=4, win=2048):
        self.height = height
        self.width = width
        self.win_value = win
        self.score = 0
        self.highscore = 0
        self.reset()

    def reset(self):
        if self.score > self.highscore:
            self.highscore = self.score
        self.score = 0
        self.field = [[0 for i in range(self.width)] for j in range(self.height)]
        self.spawn()
        self.spawn()

    def move(self, direction):
        def move_row_left(row):
            def tighten(row): # squeese non-zero elements together
                new_row = [i for i in row if i != 0]
                new_row += [0 for i in range(len(row) - len(new_row))]
                return new_row

            def merge(row):
                pair = False
                new_row = []
                for i in range(len(row)):
                    if pair:
                        new_row.append(2 * row[i])
                        self.score += 2 * row[i]
                        pair = False
                    else:
                        if i + 1 < len(row) and row[i] == row[i + 1]:
                            pair = True
                            new_row.append(0)
                        else:
                            new_row.append(row[i])
                assert len(new_row) == len(row)
                return new_row
            return tighten(merge(tighten(row)))

        moves = {}
        moves['Left']  = lambda field:                              \
                [move_row_left(row) for row in field]
        moves['Right'] = lambda field:                              \
                invert(moves['Left'](invert(field)))
        moves['Up']    = lambda field:                              \
                transpose(moves['Left'](transpose(field)))
        moves['Down']  = lambda field:                              \
                transpose(moves['Right'](transpose(field)))

        if direction in moves:
            if self.move_is_possible(direction):
                self.field = moves[direction](self.field)
                self.spawn()
                return True
            else:
                return False

    def is_win(self):
        return any(any(i >= self.win_value for i in row) for row in self.field)

    def is_gameover(self):
        return not any(self.move_is_possible(move) for move in actions)

    def draw(self, screen):
        help_string1 = '(W)Up (S)Down (A)Left (D)Right'
        help_string2 = '     (R)Restart (Q)Exit'
        gameover_string = '           GAME OVER'
        win_string = '          YOU WIN!'
        def cast(string):
            screen.addstr(string + '\n')

        def draw_hor_separator():
            line = '+' + ('+------' * self.width + '+')[1:]
            separator = defaultdict(lambda: line)
            if not hasattr(draw_hor_separator, "counter"):
                draw_hor_separator.counter = 0
            cast(separator[draw_hor_separator.counter])
            draw_hor_separator.counter += 1

        def draw_row(row):
            cast(''.join('|{: ^5} '.format(num) if num > 0 else '|      ' for num in row) + '|')

        screen.clear()
        cast('SCORE: ' + str(self.score))
        if 0 != self.highscore:
            cast('HIGHSCORE: ' + str(self.highscore))
        for row in self.field:
            draw_hor_separator()
            draw_row(row)
        draw_hor_separator()
        if self.is_win():
            cast(win_string)
        else:
            if self.is_gameover():
                cast(gameover_string)
            else:
                cast(help_string1)
        cast(help_string2)

    def spawn(self):
        new_element = 4 if randrange(100) > 89 else 2
        (i,j) = choice([(i,j) for i in range(self.width) for j in range(self.height) if self.field[i][j] == 0])
        self.field[i][j] = new_element

    def move_is_possible(self, direction):
        def row_is_left_movable(row): 
            def change(i): # true if there'll be change in i-th tile
                if row[i] == 0 and row[i + 1] != 0: # Move
                    return True
                if row[i] != 0 and row[i + 1] == row[i]: # Merge
                    return True
                return False
            return any(change(i) for i in range(len(row) - 1))

        check = {}
        check['Left']  = lambda field:                              \
                any(row_is_left_movable(row) for row in field)

        check['Right'] = lambda field:                              \
                 check['Left'](invert(field))

        check['Up']    = lambda field:                              \
                check['Left'](transpose(field))

        check['Down']  = lambda field:                              \
                check['Right'](transpose(field))

        if direction in check:
            return check[direction](self.field)
        else:
            return False

def main(stdscr):
    def init():
        #重置游戏棋盘
        game_field.reset()
        return 'Game'

    def not_game(state):
        #画出 GameOver 或者 Win 的界面
        game_field.draw(stdscr)
        #读取用户输入得到action,判断是重启游戏还是结束游戏
        action = get_user_action(stdscr)
        responses = defaultdict(lambda: state) #默认是当前状态,没有行为就会一直在当前界面循环
        responses['Restart'], responses['Exit'] = 'Init', 'Exit' #对应不同的行为转换到不同的状态
        return responses[action]

    def game():
        #画出当前棋盘状态
        game_field.draw(stdscr)
        #读取用户输入得到action
        action = get_user_action(stdscr)

        if action == 'Restart':
            return 'Init'
        if action == 'Exit':
            return 'Exit'
        if game_field.move(action): # move successful
            if game_field.is_win():
                return 'Win'
            if game_field.is_gameover():
                return 'Gameover'
        return 'Game'


    state_actions = {
            'Init': init,
            'Win': lambda: not_game('Win'),
            'Gameover': lambda: not_game('Gameover'),
            'Game': game
        }

    curses.use_default_colors()

    # 设置终结状态最大数值为 32
    game_field = GameField(win=32)


    state = 'Init'

    #状态机开始循环
    while state != 'Exit':
        state = state_actions[state]()

curses.wrapper(main)

用面向对象方法重构代码

Author: protream

#-*- coding:utf-8 -*-
import random
import curses
from itertools import chain


class Action(object):

    UP = 'up'
    LEFT = 'left'
    DOWN = 'down'
    RIGHT = 'right'
    RESTART = 'restart'
    EXIT = 'exit'

    letter_codes = [ord(ch) for ch in 'WASDRQwasdrq']
    actions = [UP, LEFT, DOWN, RIGHT, RESTART, EXIT]
    actions_dict = dict(zip(letter_codes, actions * 2))

    def __init__(self, stdscr):
        self.stdscr = stdscr

    def get(self):
        char = "N"
        while char not in self.actions_dict:
            char = self.stdscr.getch()
        return self.actions_dict[char]


class Grid(object):

    def __init__(self, size):
        self.size = size
        self.cells = None
        self.reset()

    def reset(self):
        self.cells = [[0 for i in range(self.size)] for j in range(self.size)]
        self.add_random_item()
        self.add_random_item()

    def add_random_item(self):
        empty_cells = [(i, j) for i in range(self.size) for j in range(self.size) if self.cells[i][j] == 0]
        (i, j) = random.choice(empty_cells)
        self.cells[i][j] = 4 if random.randrange(100) >= 90 else 2

    def transpose(self):
        self.cells = [list(row) for row in zip(*self.cells)]

    def invert(self):
        self.cells = [row[::-1] for row in self.cells]

    @staticmethod
    def move_row_left(row):
        def tighten(row):
            new_row = [i for i in row if i != 0]
            new_row += [0 for i in range(len(row) - len(new_row))]
            return new_row

        def merge(row):
            pair = False
            new_row = []
            for i in range(len(row)):
                if pair:
                    new_row.append(2 * row[i])
                    # self.score += 2 * row[i]
                    pair = False
                else:
                    if i + 1 < len(row) and row[i] == row[i + 1]:
                        pair = True
                        new_row.append(0)
                    else:
                        new_row.append(row[i])
            assert len(new_row) == len(row)
            return new_row
        return tighten(merge(tighten(row)))

    def move_left(self):
        self.cells = [self.move_row_left(row) for row in self.cells]

    def move_right(self):
        self.invert()
        self.move_left()
        self.invert()

    def move_up(self):
        self.transpose()
        self.move_left()
        self.transpose()

    def move_down(self):
        self.transpose()
        self.move_right()
        self.transpose()

    @staticmethod
    def row_can_move_left(row):
        def change(i):
            if row[i] == 0 and row[i + 1] != 0:
                return True
            if row[i] != 0 and row[i + 1] == row[i]:
                return True
            return False
        return any(change(i) for i in range(len(row) - 1))

    def can_move_left(self):
        return any(self.row_can_move_left(row) for row in self.cells)

    def can_move_right(self):
        self.invert()
        can = self.can_move_left()
        self.invert()
        return can

    def can_move_up(self):
        self.transpose()
        can = self.can_move_left()
        self.transpose()
        return can

    def can_move_down(self):
        self.transpose()
        can = self.can_move_right()
        self.transpose()
        return can


class Screen(object):

    help_string1 = '(W)up (S)down (A)left (D)right'
    help_string2 = '     (R)Restart (Q)Exit'
    over_string = '           GAME OVER'
    win_string = '          YOU WIN!'

    def __init__(self, screen=None, grid=None, score=0, best_score=0, over=False, win=False):
        self.grid = grid
        self.score = score
        self.over = over
        self.win = win
        self.screen = screen
        self.counter = 0

    def cast(self, string):
        self.screen.addstr(string + '\n')

    def draw_row(self, row):
        self.cast(''.join('|{: ^5}'.format(num) if num > 0 else '|     ' for num in row) + '|')

    def draw(self):
        self.screen.clear()
        self.cast('SCORE: ' + str(self.score))
        for row in self.grid.cells:
            self.cast('+-----' * self.grid.size + '+')
            self.draw_row(row)
        self.cast('+-----' * self.grid.size + '+')

        if self.win:
            self.cast(self.win_string)
        else:
            if self.over:
                self.cast(self.over_string)
            else:
                self.cast(self.help_string1)

        self.cast(self.help_string2)


class GameManager(object):

    def __init__(self, size=4, win_num=2048):
        self.size = size
        self.win_num = win_num
        self.reset()

    def reset(self):
        self.state = 'init'
        self.win = False
        self.over = False
        self.score = 0
        self.grid = Grid(self.size)
        self.grid.reset()

    @property
    def screen(self):
        return Screen(screen=self.stdscr, score=self.score, grid=self.grid, win=self.win, over=self.over)

    def move(self, direction):
        if self.can_move(direction):
            getattr(self.grid, 'move_' + direction)()
            self.grid.add_random_item()
            return True
        else:
            return False

    @property
    def is_win(self):
        self.win = max(chain(*self.grid.cells)) >= self.win_num
        return self.win

    @property
    def is_over(self):
        self.over = not any(self.can_move(move) for move in self.action.actions)
        return self.over

    def can_move(self, direction):
        return getattr(self.grid, 'can_move_' + direction)()

    def state_init(self):
        self.reset()
        return 'game'

    def state_game(self):
        self.screen.draw()
        action = self.action.get()

        if action == Action.RESTART:
            return 'init'
        if action == Action.EXIT:
            return 'exit'
        if self.move(action):
            if self.is_win:
                return 'win'
            if self.is_over:
                return 'over'
        return 'game'

    def _restart_or_exit(self):
        self.screen.draw()
        return 'init' if self.action.get() == Action.RESTART else 'exit'

    def state_win(self):
        return self._restart_or_exit()

    def state_over(self):
        return self._restart_or_exit()

    def __call__(self, stdscr):
        curses.use_default_colors()
        self.stdscr = stdscr
        self.action = Action(stdscr)
        while self.state != 'exit':
            self.state = getattr(self, 'state_' + self.state)()


if __name__ == '__main__':
    curses.wrapper(GameManager())

用面向对象方法实现的代码中,在游戏运行的过程中 SCORE 始终为 0,大家可以思考一下如何修改代码以实现正确的计分?

License

本作品在 GFDL1.2 协议下授权使用。

 

 

 

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