From 9800ba7078d13d10c8cfd6b6624430e22a0f8eaa Mon Sep 17 00:00:00 2001 From: pogodinda Date: Sun, 24 May 2026 21:51:14 +0300 Subject: [PATCH] =?UTF-8?q?[1]=20=D0=B8=D1=81=D0=BF=D1=80=D0=B0=D0=B2?= =?UTF-8?q?=D0=BB=D0=B5=D0=BD=D0=BE=20=D0=BF=D1=80=D0=BE=D0=B2=D0=B5=D0=B4?= =?UTF-8?q?=D0=B5=D0=BD=D0=B8=D0=B5=20=D0=B7=D0=B0=D0=BC=D0=B5=D1=80=D0=BE?= =?UTF-8?q?=D0=B2=20=D0=B8=20=D0=BE=D1=82=D1=87=D0=B5=D1=82?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- pogodinda/lab1/benchmark.py | 137 +++++++++++++++------------ pogodinda/lab1/docs/data/graph.png | Bin 87511 -> 91226 bytes pogodinda/lab1/docs/data/results.csv | 110 +++++++++++++++++---- pogodinda/lab1/docs/report.md | 41 ++++---- pogodinda/lab1/plot_results.py | 53 +++++++---- 5 files changed, 219 insertions(+), 122 deletions(-) diff --git a/pogodinda/lab1/benchmark.py b/pogodinda/lab1/benchmark.py index c415c19..969263b 100644 --- a/pogodinda/lab1/benchmark.py +++ b/pogodinda/lab1/benchmark.py @@ -8,8 +8,6 @@ from bst_phonebook import * sys.setrecursionlimit(100000) - - def generate_test_data(n=10000): """Генерация тестовых данных""" uniform_records = [(f"User_{i:05d}", f"+7-999-{i:07d}") for i in range(n)] @@ -50,83 +48,96 @@ def run_benchmarks(): ('отсортированный', test_data['sorted']) ] + REPEATS = 5 # Количество повторов + for struct_name, struct_type in structures: print(f"\n=== Тестирование {struct_name} ===") for mode_name, records in modes: print(f" Режим: {mode_name}") - # Создаем структуру и меряем вставку - if struct_type == 'll': - structure = None - start = time.perf_counter() - for name, phone in records: - structure = ll_insert(structure, name, phone) - end = time.perf_counter() - insert_time = end - start + # Запускаем 5 повторов для каждой комбинации + for rep in range(1, REPEATS + 1): + print(f" Повтор {rep}/{REPEATS}...") - elif struct_type == 'ht': - structure = create_hash_table(5000) - start = time.perf_counter() - for name, phone in records: - ht_insert(structure, name, phone) - end = time.perf_counter() - insert_time = end - start + # Создаем структуру и меряем вставку + if struct_type == 'll': + structure = None + start = time.perf_counter() + for name, phone in records: + structure = ll_insert(structure, name, phone) + end = time.perf_counter() + insert_time = end - start + + elif struct_type == 'ht': + structure = create_hash_table(5000) + start = time.perf_counter() + for name, phone in records: + ht_insert(structure, name, phone) + end = time.perf_counter() + insert_time = end - start + + elif struct_type == 'bst': + structure = None + start = time.perf_counter() + for name, phone in records: + structure = bst_insert(structure, name, phone) + end = time.perf_counter() + insert_time = end - start - elif struct_type == 'bst': - structure = None + results.append([struct_name, mode_name, "вставка", insert_time, rep]) + + # Поиск start = time.perf_counter() - for name, phone in records: - structure = bst_insert(structure, name, phone) + for name in test_data['search_names']: + if struct_type == 'll': + ll_find(structure, name) + elif struct_type == 'ht': + ht_find(structure, name) + elif struct_type == 'bst': + bst_find(structure, name) end = time.perf_counter() - insert_time = end - start - - print(f" Вставка: {insert_time:.6f} сек") - results.append([struct_name, mode_name, "вставка", insert_time]) - - # Поиск - start = time.perf_counter() - for name in test_data['search_names']: - if struct_type == 'll': - ll_find(structure, name) - elif struct_type == 'ht': - ht_find(structure, name) - elif struct_type == 'bst': - bst_find(structure, name) - end = time.perf_counter() - find_time = end - start - print(f" Поиск (60 запросов): {find_time:.6f} сек") - results.append([struct_name, mode_name, "поиск", find_time]) - - # Удаление - start = time.perf_counter() - for name in test_data['delete_names']: - if struct_type == 'll': - structure = ll_delete(structure, name) - elif struct_type == 'ht': - ht_delete(structure, name) - elif struct_type == 'bst': - structure = bst_delete(structure, name) - end = time.perf_counter() - delete_time = end - start - print(f" Удаление (30 записей): {delete_time:.6f} сек") - results.append([struct_name, mode_name, "удаление", delete_time]) + find_time = end - start + results.append([struct_name, mode_name, "поиск", find_time, rep]) + + # Удаление + start = time.perf_counter() + for name in test_data['delete_names']: + if struct_type == 'll': + structure = ll_delete(structure, name) + elif struct_type == 'ht': + ht_delete(structure, name) + elif struct_type == 'bst': + structure = bst_delete(structure, name) + end = time.perf_counter() + delete_time = end - start + results.append([struct_name, mode_name, "удаление", delete_time, rep]) - # Сохраняем в CSV + # Сохраняем в CSV с колонкой "Повтор" with open('docs/data/results.csv', 'w', newline='', encoding='utf-8') as f: writer = csv.writer(f) - writer.writerow(['Структура', 'Режим', 'Операция', 'Время (сек)']) + writer.writerow(['Структура', 'Режим', 'Операция', 'Время (сек)', 'Повтор']) writer.writerows(results) - print("\n" + "="*60) - print("ИТОГОВЫЕ РЕЗУЛЬТАТЫ (в секундах)") - print("="*60) - print(f"{'Структура':12} {'Режим':12} {'Операция':10} {'Время':>10}") - print("-"*50) - for row in results: - print(f"{row[0]:12} {row[1]:12} {row[2]:10} {row[3]:10.6f}") + # Подсчет средних значений + print("\n" + "="*70) + print("СРЕДНИЕ ЗНАЧЕНИЯ (по 5 повторам)") + print("="*70) - print(f"\nРезультаты сохранены в docs/data/results.csv") + # Собираем данные для средних + from collections import defaultdict + avg_data = defaultdict(list) + for row in results: + key = (row[0], row[1], row[2]) + avg_data[key].append(row[3]) + + print(f"{'Структура':15} {'Режим':13} {'Операция':10} {'Среднее время':>12}") + print("-"*55) + for (struct, mode, op), times in avg_data.items(): + avg_time = sum(times) / len(times) + print(f"{struct:15} {mode:13} {op:10} {avg_time:12.6f}") + + 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enumerate(operations): xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=8) -# Легенда ПОД графиками, чтобы не накладывалась fig.legend(labels=['Случайный', 'Отсортированный'], loc='lower center', bbox_to_anchor=(0.5, -0.05), ncol=2, fontsize=11, frameon=True, fancybox=True, shadow=True) -plt.suptitle('Сравнение производительности структур данных (10000 записей)', +plt.suptitle('Сравнение производительности структур данных (10000 записей, среднее по 5 повторам)', fontsize=14, fontweight='bold', y=1.02) plt.tight_layout() -plt.subplots_adjust(bottom=0.12) # Оставляем место для легенды снизу +plt.subplots_adjust(bottom=0.12) plt.savefig('docs/data/graph.png', dpi=150, bbox_inches='tight', facecolor='white') plt.show() -print("График сохранён в docs/data/graph.png") \ No newline at end of file +print("График сохранён в docs/data/graph.png (использованы средние значения по 5 повторам)") \ No newline at end of file