8-puzzle 프로그램 작성중인데

8-puzzle 프로그램 작성중인데

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8-puzzle 프로그램 작성중인데

본문

from queue import PriorityQueue

from random import randint

 

class State:

    goal: str = ''

 

    def __init__(self, board: str, moves: int = 0):

        self.board = board

        self.moves = moves

 

    def __it__(self, other):

        """비교 연산자 < 오버로딩. 우선순위큐를 사용하기 위해 필요함"""

        return self.f() < other.f()

 

    def f(self):

        """상태함수"""

        return self.g() + self.h()

 

    def g(self):

        """지금까지 경로 비용"""

        return self.moves

 

    def h(self):

        """휴리스틱"""

        dist = 0

        size = 3

        for n in range(9):

            piece = self.goal[n]

            goal_x = n // size

            goal_y = n - goal_x * size

            board_x = self.board.index(piece) // size

            board_y = self.board.index(piece) - board_x * size

            dist += abs(goal_x - board_x) + abs(goal_y - board_y)

        return dist

 

    def dfs(start: State, goal: str) -> dict:

        que = PriorityQueue()

        que.put(start)

        marked = {start.board: None}

        while que and (current := que.get()).board != goal:

            for state in expand(current):

                if state.board not in marked:

                    marked[state.board] = current.board

                    que.put(state)

        return marked


 

    def exchange(state: State, prev_pos: int, new_pos: int) -> State:

        new_board = list(state.board)

        new_board[prev_pos], new_board[new_pos] = new_board[new_pos], new_board[prev_pos]

        return State(''.join(new_board), state.moves + 1)

 

    def expand(state: State) -> list:

        result = []

        position = state.board.index('0')

        if position not in (0, 1, 2): #up

            result.append(exchange(state, position, position - 3))

        if position not in (0, 3, 6): #leeft

            result.append(exchange(state, position, position - 1))

        if position not in (2, 5, 8): #right

            result.append(exchange(state, position, position + 1))

        if position not in (6, 7, 8): #down

            result.append(exchange(state, position, position + 3))

        return result

 

    def pprint(board: str):

        print(' '.join(board[:3]) + '\n' +

              ' '.join(board[3:6]) + '\n' +

              ' '.join(board[6:]) + '\n' +

              '-----')

 

    def randomize_start() -> str:

        board = []

        while not is_solvable(board):

            board = []

            while len(board) != 9:

                temp = str(randint(0, 8))

                if temp not in board:

                     board.append(temp)

        return ''.join(board)

 

    def is_solvable(board: list) -> bool:

        if not board:

            return False

        inversion = 0

        for i in range(len(board) - 1):

            if board[i] == '0':

                continue

            for j in range(i + 1, len(board)):

                if board[j] == '0':

                    continue

                if board[i] > board[j]:

                    inversion += 1

        return True if inversion % 2 == 0 else False

 

    def print_path(start: str, goal: str, marked):

        path = []

        node = goal

        while node != start:

            path.append(node)

            node = marked[node]

        path.append(start)

        for each in path[::-1]:

            pprint(each)

    def main():

        start = State('123506784')

        #start = state(randomize_start())

        State.goal = '123456780'

        marked = dfs(start, State.goal)

        print_path(start.board, State.goal, marked)

        print(start.board)

        print(len(marked))

 

    if __name__== '__main__':

        main()

 

클래스가 정의되지 않았다고 에러가 뜨던데 문법이 틀린건가요?.. 파이썬은 3.9.0 버전입니다..

질문드립니다.. 도와주시면 감사하겠습니다..

 

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