Удалить SmirnovaVYu/docs/data/experiments.py

SmirnovaVYu/docs/data/experiments.py

@@ -1,94 +0,0 @@
-import csv
-import time
-from typing import List, Dict
-from models import Maze
-from builders import TextFileMazeBuilder
-from strategies import BFSStrategy, DFSStrategy, AStarStrategy
-from solver import MazeSolver
-
-
-def run_experiment(maze: Maze, strategy_name: str, strategy, repeats: int = 5) -> Dict:
-    times = []
-    visited_counts = []
-    path_lengths = []
-    path_found = True
-    
-    for _ in range(repeats):
-        solver = MazeSolver(maze, strategy)
-        path, stats = solver.solve()
-        
-        times.append(stats.time_ms)
-        visited_counts.append(stats.visited_cells)
-        path_lengths.append(stats.path_length)
-        path_found = stats.path_found
-    
-    return {
-        'strategy': strategy_name,
-        'time_mean': sum(times) / len(times),
-        'time_min': min(times),
-        'time_max': max(times),
-        'visited_mean': sum(visited_counts) / len(visited_counts),
-        'path_length_mean': sum(path_lengths) / len(path_lengths) if path_found else 0,
-        'path_found': path_found
-    }
-
-
-def run_all_experiments(maze_files: List[str], repeats: int = 5) -> List[Dict]:
-    builder = TextFileMazeBuilder()
-    strategies = [
-        ('BFS', BFSStrategy()),
-        ('DFS', DFSStrategy()),
-        ('A*', AStarStrategy())
-    ]
-    
-    results = []
-    
-    for maze_file in maze_files:
-        try:
-            maze = builder.build_from_file(maze_file)
-        except (ValueError, FileNotFoundError) as e:
-            print(f" Ошибка: {e}")
-            continue
-        
-        print(f"    Размер: {maze.width}×{maze.height}")
-        print(f"    Старт: ({maze.start.x}, {maze.start.y})")
-        print(f"    Выход: ({maze.exit.x}, {maze.exit.y})")
-        
-        for strategy_name, strategy in strategies:
-            print(f"    Тестирование: {strategy_name}")
-            result = run_experiment(maze, strategy_name, strategy, repeats)
-            result['maze_file'] = maze_file.split('/')[-1]
-            result['maze_size'] = f"{maze.width}×{maze.height}"
-            results.append(result)
-            
-            status = "ok" if result['path_found'] else "ne ok"
-            print(f"        {status} Время: {result['time_mean']:.2f} мс, "
-                  f"Посещено: {result['visited_mean']:.0f}, "
-                  f"Путь: {result['path_length_mean']:.0f}")
-    
-    return results
-
-
-def save_results_to_csv(results: List[Dict], filename: str = "experiment_results.csv") -> None:
-    with open(filename, 'w', newline='', encoding='utf-8') as f:
-        writer = csv.DictWriter(f, fieldnames=[
-            'maze_file', 'maze_size', 'strategy',
-            'time_mean', 'time_min', 'time_max',
-            'visited_mean', 'path_length_mean', 'path_found'
-        ])
-        writer.writeheader()
-        writer.writerows(results)
-
-
-
-def print_results_table(results: List[Dict]) -> None:
-    print("\n" + "=" * 80)
-    print("РЕЗУЛЬТАТЫ ЭКСПЕРИМЕНТОВ")
-    print("=" * 80)
-    
-    for res in results:
-        print(f"\nЛабиринт: {res['maze_file']}")
-        print(f"  Стратегия: {res['strategy']}")
-        print(f"    Время (ср):   {res['time_mean']:.2f} мс")
-        print(f"    Посещено:     {res['visited_mean']:.0f} клеток")
-        print(f"    Длина пути:   {res['path_length_mean']:.0f}")