2026-rff_mp/BorisovMI/lab_2/docs/data/maze.py

460 lines
13 KiB
Python

from abc import ABC, abstractclassmethod
from collections import deque
import heapq
import time
import os
import time
import csv
import random
class Cell:
def __init__(self, x, y):
self.x = x
self.y = y
self.isWall = False
self.isStart = False
self.isExit = False
def __eq__(self, other):
if other is None:
return False
return self.x == other.x and self.y == other.y
def __lt__(self, other):
if other is None:
return False
return (self.x, self.y) < (other.x, other.y)
def __hash__(self):
return hash((self.x, self.y))
def __repr__(self):
return f"Cell({self.x}, {self.y})"
def isPassable(self):
return not self.isWall
class Maze:
def __init__(self, width, height):
self.width = width
self.height = height
self.grid = [[Cell(x, y) for y in range(height)] for x in range(width)]
self.start = None
self.exit = None
def getCell(self, x, y):
if 0 <= x < self.width and 0 <= y < self.height:
return self.grid[x][y]
return None
def getNeighbors(self, cell):
neighbors = []
directions = [(0, 1), (0, -1), (1, 0), (-1, 0)]
for dx, dy in directions:
neighbor = self.getCell(cell.x + dx, cell.y + dy)
if neighbor and neighbor.isPassable():
neighbors.append(neighbor)
return neighbors
def setStart(self, x, y):
cell = self.getCell(x, y)
if cell:
cell.isStart = True
self.start = cell
def setExit(self, x, y):
cell = self.getCell(x, y)
if cell:
cell.isExit = True
self.exit = cell
class MazeBuilder(ABC):
def buildFromFile(self, filename):
pass
class TextileMazeBuilder(MazeBuilder):
def buildFromFile(self, filename):
with open(filename, 'r', encoding='utf-8') as f:
lines = f.readlines()
lines = [line.rstrip('\n\r') for line in lines]
height = len(lines)
width = len(lines[0]) if height > 0 else 0
for line in lines:
if len(line) != width:
raise ValueError("все строки одинаковой длины")
maze = Maze(width, height)
for y in range(height):
for x in range(width):
char = lines[y][x]
cell = maze.getCell(x, y)
if char == '#':
cell.isWall = True
elif char == ' ':
cell.isWall = False
elif char == 's':
cell.isWall = False
cell.isStart = True
maze.start = cell
elif char == 'e':
cell.isWall = False
cell.isExit = True
maze.exit = cell
else:
raise ValueError(f"неизв сим")
if maze.start is None:
raise ValueError("в лабиринте не найден старт")
if maze.exit is None:
raise ValueError("в лабиринте не найден выход")
return maze
class PathFindingStrategy:
def findPath(self, maze, start, exit):
pass
class BFSStrategy(PathFindingStrategy):
def findPath(self, maze, start, exit):
if exit is None:
return []
queue = deque([start])
visited = {start}
parent = {start: None}
while queue:
current = queue.popleft()
if current == exit:
return self._reconstruct_path(parent, start, exit)
for neighbor in maze.getNeighbors(current):
if neighbor not in visited:
visited.add(neighbor)
parent[neighbor] = current
queue.append(neighbor)
return []
def _reconstruct_path(self, parent, start, exit):
path = []
current = exit
while current is not None:
path.append(current)
current = parent[current]
path.reverse()
return path
class DFSStrategy(PathFindingStrategy):
def findPath(self, maze, start, exit):
if exit is None:
return []
stack = [start]
visited = {start}
parent = {start: None}
while stack:
current = stack.pop()
if current == exit:
return self._reconstruct_path(parent, start, exit)
for neighbor in maze.getNeighbors(current):
if neighbor not in visited:
visited.add(neighbor)
parent[neighbor] = current
stack.append(neighbor)
return []
def _reconstruct_path(self, parent, start, exit):
path = []
current = exit
while current is not None:
path.append(current)
current = parent[current]
path.reverse()
return path
class AStrategy(PathFindingStrategy):
def _heuristic(self, cell, exit):
if exit is None:
return 0
return abs(cell.x - exit.x) + abs(cell.y - exit.y)
def findPath(self, maze, start, exit):
if exit is None:
return []
open_set = []
heapq.heappush(open_set, (0, start))
came_from = {start: None}
g_score = {start: 0}
while open_set:
current = heapq.heappop(open_set)[1]
if current == exit:
return self._reconstruct_path(came_from, start, exit)
for neighbor in maze.getNeighbors(current):
tentative_g = g_score[current] + 1
if neighbor not in g_score or tentative_g < g_score[neighbor]:
came_from[neighbor] = current
g_score[neighbor] = tentative_g
f_score = tentative_g + self._heuristic(neighbor, exit)
heapq.heappush(open_set, (f_score, neighbor))
return []
def _reconstruct_path(self, came_from, start, exit):
path = []
current = exit
while current is not None:
path.append(current)
current = came_from[current]
path.reverse()
return path
class SearchStats:
def __init__(self, time_ms=0, visited_cells=0, path_length=0):
self.time_ms = time_ms
self.visited_cells = visited_cells
self.path_length = path_length
def __str__(self):
return f"Время: {self.time_ms:.3f} мс | Посещено: {self.visited_cells} | Длина пути: {self.path_length}"
class MazeSolver:
def __init__(self, maze):
self.maze = maze
self.strategy = None
def setStrategy(self, strategy):
self.strategy = strategy
def solve(self):
if self.strategy is None:
raise ValueError("Стратегия не установлена")
start_time = time.perf_counter()
path = self.strategy.findPath(self.maze, self.maze.start, self.maze.exit)
end_time = time.perf_counter()
elapsed_ms = (end_time - start_time) * 1000
stats = SearchStats(
time_ms=elapsed_ms,
visited_cells=len(path),
path_length=len(path)
)
return path, stats
class Observer:
def update(self, event):
pass
class ConsoleView(Observer):
def render(self, maze, player_position=None, path=None):
"""отрисовка"""
os.system('cls' if os.name == 'nt' else 'clear')
path_set = set(path) if path else set()
for y in range(maze.height):
for x in range(maze.width):
cell = maze.getCell(x, y)
if player_position and cell == player_position:
print('P', end='')
elif cell == maze.start:
print('S', end='')
elif cell == maze.exit:
print('E', end='')
elif cell in path_set:
print('.', end='')
elif cell.isWall:
print('#', end='')
else:
print(' ', end='')
print()
def update(self, event):
if event['type'] == 'path_found':
print(f"длина пути {len(event['path'])}")
self.render(event['maze'], path=event['path'])
elif event['type'] == 'move':
print(f"шаг {event['step']}")
self.render(event['maze'], event['player'], event['path'])
elif event['type'] == 'maze_loaded':
print("перегрузка")
self.render(event['maze'])
class ObservableMazeSolver:
def __init__(self, maze):
self.maze = maze
self.strategy = None
self.observers = []
def attach(self, observer):
self.observers.append(observer)
def notify(self, event):
for observer in self.observers:
observer.update(event)
def setStrategy(self, strategy):
self.strategy = strategy
def solve(self):
if self.strategy is None:
raise ValueError("")
path = self.strategy.findPath(self.maze, self.maze.start, self.maze.exit)
self.notify({
'type': 'path_found',
'maze': self.maze,
'path': path
})
return path
class Player:
def __init__(self, start_cell):
self.currentCell = start_cell
self.previousCell = None
def moveTo(self, cell):
self.previousCell = self.currentCell
self.currentCell = cell
def undoMove(self):
if self.previousCell:
self.currentCell, self.previousCell = self.previousCell, None
return True
return False
class Command:
def execute(self):
pass
def undo(self):
pass
class MoveCommand(Command):
def __init__(self, player, direction, maze):
self.player = player
self.dx, self.dy = direction
self.maze = maze
self.executed = False
def execute(self):
new_x = self.player.currentCell.x + self.dx
new_y = self.player.currentCell.y + self.dy
new_cell = self.maze.getCell(new_x, new_y)
if new_cell and new_cell.isPassable():
self.player.moveTo(new_cell)
self.executed = True
return True
return False
def undo(self):
if self.executed:
self.player.undoMove()
self.executed = False
return True
return False
def clear_console():
os.system('cls' if os.name == 'nt' else 'clear')
def render_maze_with_player(maze, player, path=None):
path_set = set(path) if path else set()
for y in range(maze.height):
for x in range(maze.width):
cell = maze.getCell(x, y)
if cell == player.currentCell:
print('P', end='')
elif cell == maze.start:
print('S', end='')
elif cell == maze.exit:
print('E', end='')
elif cell in path_set:
print('.', end='')
elif cell.isWall:
print('#', end='')
else:
print(' ', end='')
print()
def run_game(maze, path=None):
player = Player(maze.start)
history = []
directions = {
'w': (0, -1),
's': (0, 1),
'a': (-1, 0),
'd': (1, 0)
}
print(" W/A/S/D - движение, U - отмена, Q - выход")
if path:
print(f"мин путь {len(path)} шагов")
while True:
print()
render_maze_with_player(maze, player, path)
if player.currentCell == maze.exit:
print("\n*** выход ***")
break
key = input("\n> ").lower()
if key == 'q':
print("выход из игры")
break
elif key == 'u':
if history:
cmd = history.pop()
cmd.undo()
print("отмена хода")
else:
print("нет ходов")
elif key in directions:
cmd = MoveCommand(player, directions[key], maze)
if cmd.execute():
history.append(cmd)
else:
print("стена")
else:
print("неизвестно")