SmirnovaVYu #380
62
SmirnovaVYu/docs/data/commands.py
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62
SmirnovaVYu/docs/data/commands.py
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from abc import ABC, abstractmethod
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from typing import Optional
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from models import Cell, Maze
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class Player:
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def __init__(self, start_cell: Cell):
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self.current_cell = start_cell
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def move_to(self, new_cell: Cell) -> None:
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self.current_cell = new_cell
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class Command(ABC):
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@abstractmethod
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def execute(self) -> bool:
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pass
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@abstractmethod
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def undo(self) -> None:
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pass
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class MoveCommand(Command):
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def __init__(self, player: Player, maze: Maze, direction: str):
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self.player = player
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self.maze = maze
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self.direction = direction
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self.previous_cell: Optional[Cell] = None
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self.new_cell: Optional[Cell] = None
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def _get_target_cell(self) -> Optional[Cell]:
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x, y = self.player.current_cell.x, self.player.current_cell.y
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if self.direction == 'w':
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y -= 1
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elif self.direction == 's':
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y += 1
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elif self.direction == 'a':
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x -= 1
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elif self.direction == 'd':
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x += 1
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else:
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return None
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return self.maze.get_cell(x, y)
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def execute(self) -> bool:
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self.previous_cell = self.player.current_cell
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self.new_cell = self._get_target_cell()
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if self.new_cell and self.new_cell.is_passable():
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self.player.move_to(self.new_cell)
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return True
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return False
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def undo(self) -> None:
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if self.previous_cell:
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self.player.move_to(self.previous_cell)
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13
SmirnovaVYu/docs/data/experiment_results.csv
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13
SmirnovaVYu/docs/data/experiment_results.csv
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maze_file,maze_size,strategy,time_mean,time_min,time_max,visited_mean,path_length_mean,path_found
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small.txt,10×10,BFS,0.14973321231082082,0.08187501225620508,0.3416250110603869,15.0,15.0,True
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small.txt,10×10,DFS,0.05074121290817857,0.036958022974431515,0.09620800847187638,21.0,21.0,True
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small.txt,10×10,A*,0.11340839555487037,0.07800001185387373,0.24145899806171656,15.0,15.0,True
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medium.txt,20×11,BFS,0.28489179676398635,0.21541700698435307,0.3855000250041485,26.0,26.0,True
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medium.txt,20×11,DFS,0.22732499055564404,0.16850000247359276,0.396291958168149,90.0,90.0,True
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medium.txt,20×11,A*,0.2952334121800959,0.290708034299314,0.30733400490134954,26.0,26.0,True
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large.txt,30×15,BFS,0.5741997971199453,0.4562910180538893,0.8350000134669244,40.0,40.0,True
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large.txt,30×15,DFS,0.4984830040484667,0.38241699803620577,0.6361660198308527,196.0,196.0,True
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large.txt,30×15,A*,0.6602250039577484,0.6104999920353293,0.7946669938974082,40.0,40.0,True
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empty.txt,30×1,BFS,0.06608341354876757,0.04250003257766366,0.11475000064820051,30.0,30.0,True
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empty.txt,30×1,DFS,0.048741791397333145,0.039041973650455475,0.06312498589977622,30.0,30.0,True
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empty.txt,30×1,A*,0.06089139496907592,0.055582961067557335,0.07212499622255564,30.0,30.0,True
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BIN
SmirnovaVYu/docs/data/experiment_results.png
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BIN
SmirnovaVYu/docs/data/experiment_results.png
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Binary file not shown.
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94
SmirnovaVYu/docs/data/experiments.py
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94
SmirnovaVYu/docs/data/experiments.py
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import csv
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import time
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from typing import List, Dict
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from models import Maze
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from builders import TextFileMazeBuilder
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from strategies import BFSStrategy, DFSStrategy, AStarStrategy
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from solver import MazeSolver
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def run_experiment(maze: Maze, strategy_name: str, strategy, repeats: int = 5) -> Dict:
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times = []
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visited_counts = []
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path_lengths = []
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path_found = True
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for _ in range(repeats):
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solver = MazeSolver(maze, strategy)
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path, stats = solver.solve()
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times.append(stats.time_ms)
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visited_counts.append(stats.visited_cells)
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path_lengths.append(stats.path_length)
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path_found = stats.path_found
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return {
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'strategy': strategy_name,
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'time_mean': sum(times) / len(times),
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'time_min': min(times),
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'time_max': max(times),
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'visited_mean': sum(visited_counts) / len(visited_counts),
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'path_length_mean': sum(path_lengths) / len(path_lengths) if path_found else 0,
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'path_found': path_found
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}
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def run_all_experiments(maze_files: List[str], repeats: int = 5) -> List[Dict]:
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builder = TextFileMazeBuilder()
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strategies = [
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('BFS', BFSStrategy()),
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('DFS', DFSStrategy()),
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('A*', AStarStrategy())
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]
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results = []
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for maze_file in maze_files:
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try:
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maze = builder.build_from_file(maze_file)
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except (ValueError, FileNotFoundError) as e:
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print(f" Ошибка: {e}")
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continue
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print(f" Размер: {maze.width}×{maze.height}")
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print(f" Старт: ({maze.start.x}, {maze.start.y})")
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print(f" Выход: ({maze.exit.x}, {maze.exit.y})")
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for strategy_name, strategy in strategies:
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print(f" Тестирование: {strategy_name}")
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result = run_experiment(maze, strategy_name, strategy, repeats)
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result['maze_file'] = maze_file.split('/')[-1]
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result['maze_size'] = f"{maze.width}×{maze.height}"
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results.append(result)
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status = "ok" if result['path_found'] else "ne ok"
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print(f" {status} Время: {result['time_mean']:.2f} мс, "
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f"Посещено: {result['visited_mean']:.0f}, "
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f"Путь: {result['path_length_mean']:.0f}")
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return results
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def save_results_to_csv(results: List[Dict], filename: str = "experiment_results.csv") -> None:
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with open(filename, 'w', newline='', encoding='utf-8') as f:
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writer = csv.DictWriter(f, fieldnames=[
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'maze_file', 'maze_size', 'strategy',
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'time_mean', 'time_min', 'time_max',
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'visited_mean', 'path_length_mean', 'path_found'
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])
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writer.writeheader()
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writer.writerows(results)
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def print_results_table(results: List[Dict]) -> None:
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print("\n" + "=" * 80)
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print("РЕЗУЛЬТАТЫ ЭКСПЕРИМЕНТОВ")
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print("=" * 80)
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for res in results:
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print(f"\nЛабиринт: {res['maze_file']}")
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print(f" Стратегия: {res['strategy']}")
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print(f" Время (ср): {res['time_mean']:.2f} мс")
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print(f" Посещено: {res['visited_mean']:.0f} клеток")
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print(f" Длина пути: {res['path_length_mean']:.0f}")
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146
SmirnovaVYu/docs/data/main.py
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146
SmirnovaVYu/docs/data/main.py
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import os
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from builders import TextFileMazeBuilder
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from strategies import BFSStrategy, DFSStrategy, AStarStrategy
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from solver import MazeSolver
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from observers import ConsoleView
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from commands import Player
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from experiments import run_all_experiments, save_results_to_csv, print_results_table
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def create_test_mazes():
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os.makedirs("mazes", exist_ok=True)
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small = """##########
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#S #
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# ### ## #
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# # #
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### # ####
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# # #
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# ### # #
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# # #
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# # E#
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##########"""
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medium = """####################
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#S #
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# # # # # # # # # #
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# #
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# # # # # # # # # #
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# #
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# # # # # # # # # #
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# #
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# # # # # # # # # #
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# E#
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####################"""
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large = """##############################
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#S #
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# # # # # # # # # # # # # # #
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# #
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# # # # # # # # # # # # # # #
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# #
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# # # # # # # # # # # # # # #
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# #
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# # # # # # # # # # # # # # #
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# #
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# # # # # # # # # # # # # # #
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# #
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# # # # # # # # # # # # # # #
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# E#
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##############################"""
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empty = "S" + " " * 28 + "E"
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no_exit = """#######
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#S #
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# ### #
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# # #
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#######"""
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with open("mazes/small.txt", "w") as f:
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f.write(small)
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with open("mazes/medium.txt", "w") as f:
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f.write(medium)
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with open("mazes/large.txt", "w") as f:
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f.write(large)
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with open("mazes/empty.txt", "w") as f:
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f.write(empty)
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with open("mazes/no_exit.txt", "w") as f:
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f.write(no_exit)
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def demo_maze_solver():
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print("\n" + "=" * 60)
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print("ДЕМОНСТРАЦИЯ РАБОТЫ MAZE SOLVER")
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print("=" * 60)
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builder = TextFileMazeBuilder()
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view = ConsoleView()
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maze = builder.build_from_file("mazes/small.txt")
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view.update("maze_loaded", {"maze": maze})
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strategies = [
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("BFS", BFSStrategy(), "BFS"),
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("DFS", DFSStrategy(), "DFSs"),
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("A*", AStarStrategy(), "A*")
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]
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for name, strategy, description in strategies:
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solver = MazeSolver(maze, strategy)
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view.update("search_start", {"algorithm": description})
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path, stats = solver.solve()
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if stats.path_found:
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view.update("path_found", {"maze": maze, "path": path, "stats": stats})
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else:
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view.update("no_path", {"stats": stats})
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def demo_player_controls():
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print("\n" + "=" * 60)
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print("Command + Observer")
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print("=" * 60)
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builder = TextFileMazeBuilder()
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view = ConsoleView()
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maze = builder.build_from_file("mazes/small.txt")
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player = Player(maze.start)
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view.update("maze_loaded", {"maze": maze})
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view.render(maze, player_position=player.current_cell)
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def run_experiments():
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print("\n" + "=" * 60)
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print("ЭКСПЕРИМЕНТАЛЬНОЕ СРАВНЕНИЕ АЛГОРИТМОВ")
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print("=" * 60)
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maze_files = [
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"mazes/small.txt",
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"mazes/medium.txt",
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"mazes/large.txt",
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"mazes/empty.txt",
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"mazes/no_exit.txt"
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]
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results = run_all_experiments(maze_files, repeats=5)
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save_results_to_csv(results)
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print_results_table(results)
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def main():
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print("Объектно-ориентированная реализация с паттернами")
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print("Паттерны: Builder, Strategy, Observer, Command")
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create_test_mazes()
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demo_maze_solver()
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demo_player_controls()
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run_experiments()
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if __name__ == "__main__":
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main()
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