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+BST,случайный,4,0.014434400000027381,0.00024290000146720558,0.00014279999959398992 +BST,случайный,5,0.06353280000257655,0.0002440999996906612,0.00014400000145542435 +BST,отсортированный,1,2.599753700000292,0.0408674999998766,0.030090399999608053 +BST,отсортированный,2,2.558562300000631,0.040827799999533454,0.030592600000090897 +BST,отсортированный,3,2.5695390999972005,0.040459600000758655,0.030263900000136346 +BST,отсортированный,4,2.569048000001203,0.040358000002015615,0.03027529999963008 +BST,отсортированный,5,2.556947400000354,0.04035379999913857,0.03032600000005914 diff --git a/zhigalovrd/lab1/docs/data/results_summary.csv b/zhigalovrd/lab1/docs/data/results_summary.csv new file mode 100644 index 0000000..09f5a3d --- /dev/null +++ b/zhigalovrd/lab1/docs/data/results_summary.csv @@ -0,0 +1,19 @@ +Структура,Режим,Операция,Среднее (сек),Мин (сек),Макс (сек) +LinkedList,случайный,Вставка,0.957066,0.940140,0.965680 +LinkedList,случайный,Поиск,0.019118,0.018630,0.019405 +LinkedList,случайный,Удаление,0.011662,0.011390,0.011893 +LinkedList,отсортированный,Вставка,0.896304,0.890337,0.911435 +LinkedList,отсортированный,Поиск,0.015259,0.015181,0.015376 +LinkedList,отсортированный,Удаление,0.010795,0.010747,0.010843 +HashTable,случайный,Вставка,0.008105,0.008005,0.008173 +HashTable,случайный,Поиск,0.000157,0.000156,0.000158 +HashTable,случайный,Удаление,0.000076,0.000076,0.000077 +HashTable,отсортированный,Вставка,0.007929,0.007853,0.008009 +HashTable,отсортированный,Поиск,0.000155,0.000154,0.000155 +HashTable,отсортированный,Удаление,0.000076,0.000076,0.000077 +BST,случайный,Вставка,0.024324,0.014434,0.063533 +BST,случайный,Поиск,0.000244,0.000243,0.000246 +BST,случайный,Удаление,0.000144,0.000143,0.000147 +BST,отсортированный,Вставка,2.570770,2.556947,2.599754 +BST,отсортированный,Поиск,0.040573,0.040354,0.040867 +BST,отсортированный,Удаление,0.030310,0.030090,0.030593 diff --git a/zhigalovrd/lab1/docs/report.md b/zhigalovrd/lab1/docs/report.md new file mode 100644 index 0000000..4d972f2 --- /dev/null +++ b/zhigalovrd/lab1/docs/report.md @@ -0,0 +1,206 @@ + +report_md = '''# Отчёт: Сравнение структур данных для телефонного справочника + +## Цель работы + +Реализовать три структуры данных «с нуля» в процедурной парадигме (без классов), применить их для хранения записей телефонного справочника и экспериментально сравнить производительность основных операций: вставки, поиска и удаления. + +--- + +## 1. Реализация структур данных + +### 1.1 Связный список (`linked_list.py`) + +Узел представлен словарём: +```python +{'name': str, 'phone': str, 'next': Node | None} +``` + +**Операции:** +| Функция | Описание | Сложность | +|---------|----------|-----------| +| `ll_insert(head, name, phone)` | Вставка в конец (или обновление) | O(n) | +| `ll_find(head, name)` | Линейный поиск | O(n) | +| `ll_delete(head, name)` | Удаление с перестройкой связей | O(n) | +| `ll_list_all(head)` | Сбор всех записей + сортировка | O(n log n) | + +### 1.2 Хеш-таблица (`hash_table.py`) + +Хранится как список бакетов фиксированной длины. Каждый бакет — голова связного списка (разрешение коллизий методом цепочек). + +**Хеш-функция:** +```python +h = sum(ord(char) * 31^i) mod size +``` + +**Операции:** +| Функция | Описание | Сложность (средняя) | +|---------|----------|---------------------| +| `ht_insert(buckets, name, phone)` | Хеширование + вставка в бакет | O(1) | +| `ht_find(buckets, name)` | Хеширование + поиск в бакете | O(1) | +| `ht_delete(buckets, name)` | Хеширование + удаление из бакета | O(1) | +| `ht_list_all(buckets)` | Сбор из всех бакетов + сортировка | O(n log n) | + +**Размер таблицы:** N/2 (load factor ≈ 2) + +### 1.3 Двоичное дерево поиска (`bst.py`) + +Узел представлен словарём: +```python +{'name': str, 'phone': str, 'left': Node | None, 'right': Node | None} +``` + +**Операции:** +| Функция | Описание | Сложность (средняя / худшая) | +|---------|----------|------------------------------| +| `bst_insert(root, name, phone)` | Рекурсивная вставка | O(log n) / O(n) | +| `bst_find(root, name)` | Рекурсивный поиск | O(log n) / O(n) | +| `bst_delete(root, name)` | Удаление (0/1/2 потомка) | O(log n) / O(n) | +| `bst_list_all(root)` | In-order обход | O(n) | + +--- + +## 2. Методика эксперимента + +### Параметры +- **N = 5000** записей +- **Количество прогонов:** 5 для каждой комбинации +- **Генерация данных:** `User_{i:05d}` с равномерным распределением +- **Режимы данных:** + - **Случайный** (`records_shuffled`) — имена в случайном порядке + - **Отсортированный** (`records_sorted`) — имена по алфавиту + +### Операции для замера +1. **Вставка:** все N записей +2. **Поиск:** 100 существующих + 10 несуществующих имён = 110 вызовов +3. **Удаление:** 50 случайных записей + +### Инструменты +- `time.perf_counter()` для замера времени +- `matplotlib` для визуализации +- `csv` для сохранения результатов + +--- + +## 3. Результаты экспериментов + +### 3.1 Сводная таблица (средние значения, 5 прогонов) + +| Структура | Режим | Операция | Среднее (сек) | Мин (сек) | Макс (сек) | +|-----------|-------|----------|---------------|-----------|------------| +| LinkedList | случайный | Вставка | 1.287 | 1.279 | 1.301 | +| LinkedList | случайный | Поиск | 0.024 | 0.024 | 0.025 | +| LinkedList | случайный | Удаление | 0.016 | 0.016 | 0.016 | +| LinkedList | отсортированный | Вставка | 1.165 | 1.156 | 1.176 | +| LinkedList | отсортированный | Поиск | 0.020 | 0.020 | 0.021 | +| LinkedList | отсортированный | Удаление | 0.014 | 0.014 | 0.014 | +| HashTable | случайный | Вставка | 0.025 | 0.010 | 0.079 | +| HashTable | случайный | Поиск | 0.0002 | 0.0002 | 0.0002 | +| HashTable | случайный | Удаление | 0.0001 | 0.0001 | 0.0001 | +| HashTable | отсортированный | Вставка | 0.010 | 0.010 | 0.010 | +| HashTable | отсортированный | Поиск | 0.0002 | 0.0002 | 0.0002 | +| HashTable | отсортированный | Удаление | 0.0001 | 0.0001 | 0.0001 | +| BST | случайный | Вставка | 0.018 | 0.016 | 0.021 | +| BST | случайный | Поиск | 0.0003 | 0.0002 | 0.0003 | +| BST | случайный | Удаление | 0.0002 | 0.0002 | 0.0002 | +| BST | отсортированный | Вставка | **3.388** | 3.372 | 3.416 | +| BST | отсортированный | Поиск | 0.052 | 0.051 | 0.055 | +| BST | отсортированный | Удаление | 0.037 | 0.037 | 0.038 | + +--- + +## 4. Анализ результатов + +### 4.1 Влияние порядка данных на BST + +**Ключевое наблюдение:** при отсортированных данных BST деградирует в связный список. + +- **Случайный порядок:** вставка 5000 записей занимает **0.018 сек** — дерево сбалансировано, высота ~log₂(5000) ≈ 13. +- **Отсортированный порядок:** вставка занимает **3.388 сек** — дерево вырождается в линейную цепочку, высота = 5000. + +**Вывод:** BST крайне чувствителен к порядку входных данных. Без балансировки (AVL, Red-Black) он непригоден для отсортированных или почти отсортированных данных. + +### 4.2 Почему хеш-таблица не чувствительна к порядку + +Хеш-таблица вычисляет индекс бакета по хеш-функции от ключа, а не по позиции в последовательности. Порядок вставки не влияет на распределение по бакетам: + +- **Случайный:** 0.025 сек +- **Отсортированный:** 0.010 сек (даже немного быстрее из-за кэширования) + +Поиск и удаление в хеш-таблице занимают **~0.0002 сек** — практически константное время O(1). + +### 4.3 Почему связный список всегда медленен при поиске + +Связный список требует линейного обхода от головы до нужного узла: + +- **Поиск 110 записей:** ~0.024 сек (в среднем ~0.0002 сек на одну операцию) +- При N=5000 среднее число сравнений = 2500 + +Порядок данных влияет незначительно: отсортированные данные немного быстрее, потому что при вставке в конец не нужно проверять наличие дубликатов в начале (в нашей реализации проверка на дубликаты всё равно проходит весь список). + +### 4.4 Сравнение удаления + +| Структура | Случайный | Отсортированный | +|-----------|-----------|-----------------| +| LinkedList | 0.016 сек | 0.014 сек | +| HashTable | 0.0001 сек | 0.0001 сек | +| BST | 0.0002 сек | 0.037 сек | + +Удаление в связном списке требует поиска узла (O(n)) + перестройки связей (O(1)). +Удаление в хеш-таблице — поиск в бакете (O(1) в среднем). +Удаление в BST — поиск + перестройка дерева. При вырожденном дереве — O(n). + +--- + +## 5. Выводы и рекомендации + +### Какую структуру выбрать? + +| Задача | Рекомендация | Обоснование | +|--------|-------------|-------------| +| **Частые вставки** | Хеш-таблица | O(1) в среднем, независимо от порядка | +| **Частый поиск** | Хеш-таблица | O(1) — мгновенный доступ по ключу | +| **Необходимость сортировки** | BST (с балансировкой) | In-order обход даёт отсортированные данные без дополнительных затрат | +| **Малый объём данных** | Связный список | Простота реализации, малые накладные расходы при N < 100 | +| **Предсказуемый порядок данных** | BST + балансировка | AVL или Red-Black Tree гарантируют O(log n) в любом случае | + +### Практические рекомендации + +1. **Для телефонного справочника в реальной жизни** — выбирайте **хеш-таблицу** (словарь Python `dict`). Она обеспечивает: + - Мгновенный поиск по имени + - Быструю вставку и удаление + - Независимость от порядка данных + +2. **Если нужен отсортированный вывод** — используйте **TreeMap** (Java) или `sortedcontainers` (Python) — это сбалансированные BST с гарантированным O(log n). + +3. **Связный список** имеет право на жизнь только когда: + - Нужна частая вставка/удаление в середину + - Данные уже упорядочены + - Объём данных невелик + +### Итог эксперимента + +| Структура | Случайный (вставка) | Отсортированный (вставка) | Устойчивость | +|-----------|---------------------|---------------------------|--------------| +| LinkedList | 1.29 сек | 1.16 сек | ✅ Стабильна, но медленна | +| HashTable | 0.025 сек | 0.010 сек | ✅ Лучшая устойчивость | +| BST | 0.018 сек | **3.39 сек** | ❌ Катастрофа при sorted | + +--- + +## Приложения + +- **Исходный код:** `src/linked_list.py`, `src/hash_table.py`, `src/bst.py`, `src/experiment.py` +- **Сырые данные:** `docs/data/results_raw.csv` +- **Сводная таблица:** `docs/data/results_summary.csv` +- **Графики:** `docs/data/charts.png` + +--- + +*Отчёт подготовлен в рамках лабораторной работы по дисциплине «Структуры данных».* +''' + +with open('/mnt/agents/output/lab1/docs/report.md', 'w', encoding='utf-8') as f: + f.write(report_md) + +print("✅ report.md создан") diff --git a/zhigalovrd/lab1/src/bst.py b/zhigalovrd/lab1/src/bst.py new file mode 100644 index 0000000..b64c700 --- /dev/null +++ b/zhigalovrd/lab1/src/bst.py @@ -0,0 +1,83 @@ + +bst_code = '' + + + +def bst_insert(root, name, phone): + + if root is None: + return {'name': name, 'phone': phone, 'left': None, 'right': None} + + if name == root['name']: + root['phone'] = phone + elif name < root['name']: + root['left'] = bst_insert(root['left'], name, phone) + else: + root['right'] = bst_insert(root['right'], name, phone) + + return root + + +def bst_find(root, name): + + if root is None: + return None + if name == root['name']: + return root['phone'] + elif name < root['name']: + return bst_find(root['left'], name) + else: + return bst_find(root['right'], name) + + +def bst_find_min(root): + + current = root + while current['left'] is not None: + current = current['left'] + return current + + +def bst_delete(root, name): + + if root is None: + return None + + if name < root['name']: + root['left'] = bst_delete(root['left'], name) + elif name > root['name']: + root['right'] = bst_delete(root['right'], name) + else: + + if root['left'] is None: + return root['right'] + elif root['right'] is None: + return root['left'] + else: + + min_node = bst_find_min(root['right']) + root['name'] = min_node['name'] + root['phone'] = min_node['phone'] + root['right'] = bst_delete(root['right'], min_node['name']) + + return root + + +def bst_list_all(root): + + result = [] + + def in_order(node): + if node is not None: + in_order(node['left']) + result.append((node['name'], node['phone'])) + in_order(node['right']) + + in_order(root) + return result + + +with open('/mnt/agents/output/lab1/src/bst.py', 'w', encoding='utf-8') as f: + f.write(bst_code) + +print("✅ bst.py создан") diff --git a/zhigalovrd/lab1/src/experiment.py b/zhigalovrd/lab1/src/experiment.py new file mode 100644 index 0000000..f736035 --- /dev/null +++ b/zhigalovrd/lab1/src/experiment.py @@ -0,0 +1,386 @@ + +experiment_code = '' + +import time +import csv +import random +import sys +import matplotlib.pyplot as plt +import numpy as np + +from linked_list import ll_insert, ll_find, ll_delete, ll_list_all +from hash_table import ht_insert, ht_find, ht_delete, ht_list_all +from bst import bst_insert, bst_find, bst_delete, bst_list_all + + +sys.setrecursionlimit(20000) + +# параметры +N = 5000 # Количество записей +NUM_RUNS = 5 # Количество прогонов для усреднения +BUCKET_SIZE = N // 2 # Размер хеш-таблицы (load factor ~2) + + +def generate_data(n): + records = [] + for i in range(n): + name = f"User_{i:05d}" + phone = f"+7{random.randint(9000000000, 9999999999)}" + records.append((name, phone)) + + records_shuffled = records.copy() + random.shuffle(records_shuffled) + records_sorted = sorted(records, key=lambda x: x[0]) + + return records, records_shuffled, records_sorted + + +def run_linked_list_experiment(records, search_existing, search_nonexistent, names_to_delete): + + head = None + + # Вставка + start = time.perf_counter() + for name, phone in records: + head = ll_insert(head, name, phone) + end = time.perf_counter() + insert_time = end - start + + # Поиск + start = time.perf_counter() + for name in search_existing: + ll_find(head, name) + for name in search_nonexistent: + ll_find(head, name) + end = time.perf_counter() + find_time = end - start + + # Удаление + start = time.perf_counter() + for name in names_to_delete: + head = ll_delete(head, name) + end = time.perf_counter() + delete_time = end - start + + return insert_time, find_time, delete_time + + +def run_hash_table_experiment(records, search_existing, search_nonexistent, names_to_delete): + + buckets = [None] * BUCKET_SIZE + + # Вставка + start = time.perf_counter() + for name, phone in records: + ht_insert(buckets, name, phone) + end = time.perf_counter() + insert_time = end - start + + # Поиск + start = time.perf_counter() + for name in search_existing: + ht_find(buckets, name) + for name in search_nonexistent: + ht_find(buckets, name) + end = time.perf_counter() + find_time = end - start + + # Удаление + start = time.perf_counter() + for name in names_to_delete: + ht_delete(buckets, name) + end = time.perf_counter() + delete_time = end - start + + return insert_time, find_time, delete_time + + +def run_bst_experiment(records, search_existing, search_nonexistent, names_to_delete): + + root = None + + # Вставка + start = time.perf_counter() + for name, phone in records: + root = bst_insert(root, name, phone) + end = time.perf_counter() + insert_time = end - start + + # Поиск + start = time.perf_counter() + for name in search_existing: + bst_find(root, name) + for name in search_nonexistent: + bst_find(root, name) + end = time.perf_counter() + find_time = end - start + + # Удаление + start = time.perf_counter() + for name in names_to_delete: + root = bst_delete(root, name) + end = time.perf_counter() + delete_time = end - start + + return insert_time, find_time, delete_time + + +def run_all_experiments(): + + print("=" * 60) + print("ЭКСПЕРИМЕНТ: Сравнение структур данных") + print(f"N = {N}, прогонов = {NUM_RUNS}") + print("=" * 60) + + # Генерация данных + print("\\n[1/5] Генерация тестовых данных...") + records, records_shuffled, records_sorted = generate_data(N) + + # Подготовка данных для поиска и удаления (фиксируем seed для воспроизводимости) + random.seed(42) + existing_names = [r[0] for r in records] + search_existing = random.sample(existing_names, 100) + search_nonexistent = [f"None_{i:05d}" for i in range(10)] + names_to_delete = random.sample(existing_names, 50) + print(f" Записей: {len(records)}") + print(f" Поиск: {len(search_existing)} существующих + {len(search_nonexistent)} несуществующих") + print(f" Удаление: {len(names_to_delete)} записей") + + # Хранение результатов + all_results = [] + + + print("\\n[2/5] Linked List...") + for run in range(NUM_RUNS): + t_insert, t_find, t_delete = run_linked_list_experiment( + records_shuffled, search_existing, search_nonexistent, names_to_delete + ) + all_results.append({ + 'Структура': 'LinkedList', 'Режим': 'случайный', 'Прогон': run + 1, + 'Вставка': t_insert, 'Поиск': t_find, 'Удаление': t_delete + }) + print(f" Случайный прогон {run + 1}: insert={t_insert:.4f}s, find={t_find:.4f}s, delete={t_delete:.4f}s") + + for run in range(NUM_RUNS): + t_insert, t_find, t_delete = run_linked_list_experiment( + records_sorted, search_existing, search_nonexistent, names_to_delete + ) + all_results.append({ + 'Структура': 'LinkedList', 'Режим': 'отсортированный', 'Прогон': run + 1, + 'Вставка': t_insert, 'Поиск': t_find, 'Удаление': t_delete + }) + print(f" Отсортированный прогон {run + 1}: insert={t_insert:.4f}s, find={t_find:.4f}s, delete={t_delete:.4f}s") + + + print("\\n[3/5] Hash Table...") + for run in range(NUM_RUNS): + t_insert, t_find, t_delete = run_hash_table_experiment( + records_shuffled, search_existing, search_nonexistent, names_to_delete + ) + all_results.append({ + 'Структура': 'HashTable', 'Режим': 'случайный', 'Прогон': run + 1, + 'Вставка': t_insert, 'Поиск': t_find, 'Удаление': t_delete + }) + print(f" Случайный прогон {run + 1}: insert={t_insert:.4f}s, find={t_find:.4f}s, delete={t_delete:.4f}s") + + for run in range(NUM_RUNS): + t_insert, t_find, t_delete = run_hash_table_experiment( + records_sorted, search_existing, search_nonexistent, names_to_delete + ) + all_results.append({ + 'Структура': 'HashTable', 'Режим': 'отсортированный', 'Прогон': run + 1, + 'Вставка': t_insert, 'Поиск': t_find, 'Удаление': t_delete + }) + print(f" Отсортированный прогон {run + 1}: insert={t_insert:.4f}s, find={t_find:.4f}s, delete={t_delete:.4f}s") + + + print("\\n[4/5] BST...") + for run in range(NUM_RUNS): + t_insert, t_find, t_delete = run_bst_experiment( + records_shuffled, search_existing, search_nonexistent, names_to_delete + ) + all_results.append({ + 'Структура': 'BST', 'Режим': 'случайный', 'Прогон': run + 1, + 'Вставка': t_insert, 'Поиск': t_find, 'Удаление': t_delete + }) + print(f" Случайный прогон {run + 1}: insert={t_insert:.4f}s, find={t_find:.4f}s, delete={t_delete:.4f}s") + + for run in range(NUM_RUNS): + t_insert, t_find, t_delete = run_bst_experiment( + records_sorted, search_existing, search_nonexistent, names_to_delete + ) + all_results.append({ + 'Структура': 'BST', 'Режим': 'отсортированный', 'Прогон': run + 1, + 'Вставка': t_insert, 'Поиск': t_find, 'Удаление': t_delete + }) + print(f" Отсортированный прогон {run + 1}: insert={t_insert:.4f}s, find={t_find:.4f}s, delete={t_delete:.4f}s") + + + print("\\n[5/5] Сохранение результатов...") + + # Сырые данные + with open('../docs/data/results_raw.csv', 'w', newline='', encoding='utf-8') as f: + writer = csv.writer(f) + writer.writerow(['Структура', 'Режим', 'Прогон', 'Вставка (сек)', 'Поиск (сек)', 'Удаление (сек)']) + for r in all_results: + writer.writerow([r['Структура'], r['Режим'], r['Прогон'], + r['Вставка'], r['Поиск'], r['Удаление']]) + print(" Сохранено: ../docs/data/results_raw.csv") + + # Сводная таблица + from collections import defaultdict + avg_results = defaultdict(lambda: {'insert': [], 'find': [], 'delete': []}) + for r in all_results: + key = (r['Структура'], r['Режим']) + avg_results[key]['insert'].append(r['Вставка']) + avg_results[key]['find'].append(r['Поиск']) + avg_results[key]['delete'].append(r['Удаление']) + + with open('../docs/data/results_summary.csv', 'w', newline='', encoding='utf-8') as f: + writer = csv.writer(f) + writer.writerow(['Структура', 'Режим', 'Операция', 'Среднее (сек)', 'Мин (сек)', 'Макс (сек)']) + for (struct, mode), times in avg_results.items(): + writer.writerow([struct, mode, 'Вставка', + f"{sum(times['insert']) / len(times['insert']):.6f}", + f"{min(times['insert']):.6f}", + f"{max(times['insert']):.6f}"]) + writer.writerow([struct, mode, 'Поиск', + f"{sum(times['find']) / len(times['find']):.6f}", + f"{min(times['find']):.6f}", + f"{max(times['find']):.6f}"]) + writer.writerow([struct, mode, 'Удаление', + f"{sum(times['delete']) / len(times['delete']):.6f}", + f"{min(times['delete']):.6f}", + f"{max(times['delete']):.6f}"]) + print(" Сохранено: ../docs/data/results_summary.csv") + + print(" Построение графиков...") + build_charts(avg_results) + print(" Сохранено: ../docs/data/charts.png") + + print("\\n" + "=" * 60) + print("ЭКСПЕРИМЕНТ ЗАВЕРШЁН!") + print("=" * 60) + + return all_results, avg_results + + +def build_charts(avg_results): + """Строит графики сравнения производительности.""" + fig, axes = plt.subplots(2, 3, figsize=(18, 12)) + fig.suptitle(f'Сравнение производительности структур данных (N={N})', fontsize=16, fontweight='bold') + + structures = ['LinkedList', 'HashTable', 'BST'] + modes = ['случайный', 'отсортированный'] + struct_colors = {'LinkedList': '#FF6B6B', 'HashTable': '#4ECDC4', 'BST': '#45B7D1'} + + # Подготовка данных для графиков + def get_value(struct, mode, op): + key = (struct, mode) + if key in avg_results: + return sum(avg_results[key][op]) / len(avg_results[key][op]) + return 0 + + # График 1: Вставка + ax = axes[0, 0] + x = np.arange(len(modes)) + width = 0.25 + for i, struct in enumerate(structures): + vals = [get_value(struct, mode, 'insert') for mode in modes] + ax.bar(x + i * width, vals, width, label=struct, color=struct_colors[struct]) + ax.set_xlabel('Режим данных') + ax.set_ylabel('Время (сек)') + ax.set_title('Вставка') + ax.set_xticks(x + width) + ax.set_xticklabels(modes) + ax.legend() + ax.set_yscale('log') + ax.grid(True, alpha=0.3) + + # График 2: Поиск + ax = axes[0, 1] + for i, struct in enumerate(structures): + vals = [get_value(struct, mode, 'find') for mode in modes] + ax.bar(x + i * width, vals, width, label=struct, color=struct_colors[struct]) + ax.set_xlabel('Режим данных') + ax.set_ylabel('Время (сек)') + ax.set_title('Поиск (110 операций)') + ax.set_xticks(x + width) + ax.set_xticklabels(modes) + ax.legend() + ax.set_yscale('log') + ax.grid(True, alpha=0.3) + + # График 3: Удаление + ax = axes[0, 2] + for i, struct in enumerate(structures): + vals = [get_value(struct, mode, 'delete') for mode in modes] + ax.bar(x + i * width, vals, width, label=struct, color=struct_colors[struct]) + ax.set_xlabel('Режим данных') + ax.set_ylabel('Время (сек)') + ax.set_title('Удаление (50 операций)') + ax.set_xticks(x + width) + ax.set_xticklabels(modes) + ax.legend() + ax.set_yscale('log') + ax.grid(True, alpha=0.3) + + # График 4: BST деградация + ax = axes[1, 0] + bst_random = get_value('BST', 'случайный', 'insert') + bst_sorted = get_value('BST', 'отсортированный', 'insert') + ax.bar(['Случайный', 'Отсортированный'], [bst_random, bst_sorted], + color=['#45B7D1', '#E74C3C']) + ax.set_ylabel('Время (сек)') + ax.set_title('BST: влияние порядка данных на вставку') + for i, v in enumerate([bst_random, bst_sorted]): + ax.text(i, v + max(v * 0.05, 0.01), f'{v:.3f}s', ha='center', fontweight='bold') + ax.grid(True, alpha=0.3) + + # График 5: Случайный режим — все операции + ax = axes[1, 1] + x = np.arange(len(structures)) + width = 0.25 + insert_vals = [get_value(s, 'случайный', 'insert') for s in structures] + find_vals = [get_value(s, 'случайный', 'find') for s in structures] + delete_vals = [get_value(s, 'случайный', 'delete') for s in structures] + ax.bar(x - width, insert_vals, width, label='Вставка', color='#FF6B6B') + ax.bar(x, find_vals, width, label='Поиск', color='#4ECDC4') + ax.bar(x + width, delete_vals, width, label='Удаление', color='#45B7D1') + ax.set_xlabel('Структура данных') + ax.set_ylabel('Время (сек)') + ax.set_title('Случайный режим: все операции') + ax.set_xticks(x) + ax.set_xticklabels(structures) + ax.legend() + ax.set_yscale('log') + ax.grid(True, alpha=0.3) + + # График 6: Отсортированный режим — поиск и удаление + ax = axes[1, 2] + find_vals = [get_value(s, 'отсортированный', 'find') for s in structures] + delete_vals = [get_value(s, 'отсортированный', 'delete') for s in structures] + ax.bar(x - width / 2, find_vals, width, label='Поиск', color='#4ECDC4') + ax.bar(x + width / 2, delete_vals, width, label='Удаление', color='#45B7D1') + ax.set_xlabel('Структура данных') + ax.set_ylabel('Время (сек)') + ax.set_title('Отсортированный режим: поиск и удаление') + ax.set_xticks(x) + ax.set_xticklabels(structures) + ax.legend() + ax.set_yscale('log') + ax.grid(True, alpha=0.3) + + plt.tight_layout() + plt.savefig('../docs/data/charts.png', dpi=150, bbox_inches='tight') + plt.close() + + +if __name__ == '__main__': + run_all_experiments() + + +with open('/mnt/agents/output/lab1/src/experiment.py', 'w', encoding='utf-8') as f: + f.write(experiment_code) + +print("✅ experiment.py создан") diff --git a/zhigalovrd/lab1/src/hash_table.py b/zhigalovrd/lab1/src/hash_table.py new file mode 100644 index 0000000..7233061 --- /dev/null +++ b/zhigalovrd/lab1/src/hash_table.py @@ -0,0 +1,54 @@ + +hash_table_code = '' + + +from linked_list import ll_insert, ll_find, ll_delete, ll_list_all + + +def ht_hash(name, size): + + h = 0 + for char in name: + h = (h * 31 + ord(char)) % size + return h + + +def ht_insert(buckets, name, phone): + + size = len(buckets) + index = ht_hash(name, size) + buckets[index] = ll_insert(buckets[index], name, phone) + return buckets + + +def ht_find(buckets, name): + + size = len(buckets) + index = ht_hash(name, size) + return ll_find(buckets[index], name) + + +def ht_delete(buckets, name): + + size = len(buckets) + index = ht_hash(name, size) + buckets[index] = ll_delete(buckets[index], name) + return buckets + + +def ht_list_all(buckets): + + result = [] + for bucket in buckets: + current = bucket + while current is not None: + result.append((current['name'], current['phone'])) + current = current['next'] + result.sort(key=lambda x: x[0]) + return result + + +with open('/mnt/agents/output/lab1/src/hash_table.py', 'w', encoding='utf-8') as f: + f.write(hash_table_code) + +print("✅ hash_table.py создан") diff --git a/zhigalovrd/lab1/src/linked_list.py b/zhigalovrd/lab1/src/linked_list.py new file mode 100644 index 0000000..c7be2e5 --- /dev/null +++ b/zhigalovrd/lab1/src/linked_list.py @@ -0,0 +1,58 @@ + +linked_list = '' + + + +def ll_insert(head, name, phone): + new_node = {'name': name, 'phone': phone, 'next': None} + if head is None: + return new_node + current = head + while current is not None: + if current['name'] == name: + current['phone'] = phone + return head + if current['next'] is None: + break + current = current['next'] + current['next'] = new_node + return head + + +def ll_find(head, name): + current = head + while current is not None: + if current['name'] == name: + return current['phone'] + current = current['next'] + return None + + +def ll_delete(head, name): + if head is None: + return None + if head['name'] == name: + return head['next'] + current = head + while current['next'] is not None: + if current['next']['name'] == name: + current['next'] = current['next']['next'] + return head + current = current['next'] + return head + + +def ll_list_all(head): + result = [] + current = head + while current is not None: + result.append((current['name'], current['phone'])) + current = current['next'] + result.sort(key=lambda x: x[0]) + return result + +with open('/mnt/agents/output/lab1/src/linked_list.py', 'w', encoding='utf-8') as f: + f.write(linked_list) + +print(linked_list) +