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z(1Man_ljQI`zj-_x>RiJlxtgVSvS|gc{l_UXx!>D4B;(x;w)gp;0z83mezK5Jn5F{ zC5IwUU?-%$zrD~ZE7-;t+qrqgx{rP{=Hgg1ypVa9W4vh-w|s+) z_a#bG+=>x#y{AKKVfSM#h8GD&t{b+5iF}ts=ukMJVf#TvZ16NK+@PHBRr*VR{bigq zoZj72`}EC-VOixEx{KP*8Rnu@8`EiEB(bG`RDJCz{&aVpCI@zpX1`_Nd50G z)_qakzr#93+x{P)V9~J+|NB!g4H5d!|322`pVg<$@z3TF9FhO0M|Wf9_mNAOE#r+< SSLD&>WUnz=ow&;O_`d root['name']: + root['right'] = bst_insert(root['right'], name, phone) + else: + root['phone'] = 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(node): + curr = node + while curr['left'] is not None: + curr = curr['left'] + return curr + + +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: + successor = _bst_find_min(root['right']) + root['name'] = successor['name'] + root['phone'] = successor['phone'] + root['right'] = bst_delete(root['right'], successor['name']) + return root + + +def bst_list_all(root): + res = [] + + def inorder(node): + if node: + inorder(node['left']) + res.append((node['name'], node['phone'])) + inorder(node['right']) + + inorder(root) + return res + + + +# ЭКСПЕРИМЕНТАЛЬНАЯ ЧАСТЬ +def run_experiments(): + N = 10000 + base_records = [(f"User_{i:05d}", f"100{i:05d}") for i in range(N)] + + records_sorted = sorted(base_records, key=lambda x: x[0]) + records_shuffled = base_records[:] + random.shuffle(records_shuffled) + + all_names = [r[0] for r in base_records] + find_existing = random.sample(all_names, 100) + find_non_existing = [f"Missing_{i}" for i in range(10)] + delete_targets = random.sample(all_names, 50) + + all_results = [] + structures = ["LinkedList", "HashTable", "BST"] + data_modes = [("случайный", records_shuffled), ("отсортированный", records_sorted)] + + for mode_name, records in data_modes: + print(f"\n Режим: {mode_name}") + for run in range(1, 6): + print(f" запуск {run}/5") + + + head = None + t = time.perf_counter() + for n, p in records: head = ll_insert(head, n, p) + t_ins = time.perf_counter() - t + + t = time.perf_counter() + for n in find_existing + find_non_existing: ll_find(head, n) + t_find = time.perf_counter() - t + + t = time.perf_counter() + for n in delete_targets: head = ll_delete(head, n) + t_del = time.perf_counter() - t + + all_results.append(["LinkedList", mode_name, "insert", t_ins]) + all_results.append(["LinkedList", mode_name, "find", t_find]) + all_results.append(["LinkedList", mode_name, "delete", t_del]) + + + buckets = [None] * BUCKET_COUNT + t = time.perf_counter() + for n, p in records: ht_insert(buckets, n, p) + t_ins = time.perf_counter() - t + + t = time.perf_counter() + for n in find_existing + find_non_existing: ht_find(buckets, n) + t_find = time.perf_counter() - t + + t = time.perf_counter() + for n in delete_targets: ht_delete(buckets, n) + t_del = time.perf_counter() - t + + all_results.append(["HashTable", mode_name, "insert", t_ins]) + all_results.append(["HashTable", mode_name, "find", t_find]) + all_results.append(["HashTable", mode_name, "delete", t_del]) + + + root = None + t = time.perf_counter() + for n, p in records: root = bst_insert(root, n, p) + t_ins = time.perf_counter() - t + + t = time.perf_counter() + for n in find_existing + find_non_existing: bst_find(root, n) + t_find = time.perf_counter() - t + + t = time.perf_counter() + for n in delete_targets: root = bst_delete(root, n) + t_del = time.perf_counter() - t + + all_results.append(["BST", mode_name, "insert", t_ins]) + all_results.append(["BST", mode_name, "find", t_find]) + all_results.append(["BST", mode_name, "delete", t_del]) + + + averages = [] + for struct in structures: + for mode in ["случайный", "отсортированный"]: + for op in ["insert", "find", "delete"]: + times = [r[3] for r in all_results if r[0] == struct and r[1] == mode and r[2] == op] + avg = sum(times) / len(times) + averages.append([struct, mode, f"{op} (СРЕДНЕЕ)", avg]) + + final_csv_data = [["Структура", "Режим", "Операция", "Время (сек)"]] + all_results + averages + + with open("results.csv", "w", newline="", encoding="utf-8-sig") as f: + writer = csv.writer(f) + writer.writerows(final_csv_data) + + return all_results, averages + + +if __name__ == "__main__": + raw_data, avg_data = run_experiments() + diff --git a/SokolovEN/docs/графики.py b/SokolovEN/docs/графики.py new file mode 100644 index 0000000..bf836a2 --- /dev/null +++ b/SokolovEN/docs/графики.py @@ -0,0 +1,35 @@ +import pandas as pd +import matplotlib.pyplot as plt +import numpy as np + +df = pd.read_csv("results.csv", encoding="utf-8-sig") +df_avg = df[df["Операция"].str.contains("СРЕДНЕЕ")].copy() +df_avg["Операция"] = df_avg["Операция"].str.replace(" (СРЕДНЕЕ)", "") + +modes = ["случайный", "отсортированный"] +operations = ["insert", "find", "delete"] +structures = ["LinkedList", "HashTable", "BST"] + +x = np.arange(len(structures)) +width = 0.35 + +fig, axes = plt.subplots(1, 3, figsize=(18, 5)) + +for i, op in enumerate(operations): + ax = axes[i] + for j, mode in enumerate(modes): + mask = (df_avg["Операция"] == op) & (df_avg["Режим"] == mode) + times = df_avg[mask]["Время (сек)"].values + label = "Случайные данные" if mode == "случайный" else "Отсортированные данные" + ax.bar(x + j * width, times, width, label=label) + + ax.set_title(f"Операция: {op.upper()}") + ax.set_xticks(x + width / 2) + ax.set_xticklabels(structures) + ax.set_ylabel("Время (сек)") + ax.legend() + ax.grid(axis="y", linestyle="--", alpha=0.7) + +plt.tight_layout() +plt.savefig("performance_comparison.png", dpi=300) +plt.show() \ No newline at end of file