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@@ -0,0 +1,128 @@ +import csv +import os + +try: + import matplotlib.pyplot as plt + import matplotlib.patches as mpatches + HAS_MPL = True +except ImportError: + HAS_MPL = False + print("⚠️ matplotlib не установлен. Установите: pip install matplotlib") + print(" Графики будут пропущены, таблица результатов выведена в терминал.\n") + +CSV_PATH = os.path.join(os.path.dirname(__file__), 'results.csv') +PLOTS_DIR = os.path.dirname(__file__) + + +def load_results(path): + data = {} + with open(path, newline='', encoding='utf-8') as f: + reader = csv.reader(f) + header = next(reader) + for row in reader: + struct, mode, op = row[0], row[1], row[2] + mean = float(row[3]) + data[(struct, mode, op)] = mean + return data + +STRUCTS = ["LinkedList", "HashTable", "BST"] +MODES = ["случайный", "сортированный"] +OPS = ["insert", "find", "delete"] +COLORS = {"LinkedList": "#4E9AF1", "HashTable": "#F4845F", "BST": "#6BCB77"} + + +def plot_by_operation(data): + fig, axes = plt.subplots(1, 3, figsize=(15, 5)) + fig.suptitle("Сравнение структур данных\n(телефонный справочник, N=10 000)", + fontsize=14, fontweight='bold') + + for ax, op in zip(axes, OPS): + x_labels = [] + values = [] + colors = [] + + for mode in MODES: + for struct in STRUCTS: + key = (struct, mode, op) + val = data.get(key, 0) + x_labels.append(f"{struct}\n({mode[:4]})") + values.append(val) + colors.append(COLORS[struct]) + + bars = ax.bar(range(len(values)), values, color=colors, + edgecolor='white', linewidth=0.8) + + ax.set_xticks(range(len(x_labels))) + ax.set_xticklabels(x_labels, fontsize=8, rotation=15, ha='right') + ax.set_ylabel("Время (с)", fontsize=9) + ax.set_title(f"Операция: {op}", fontweight='bold') + ax.grid(axis='y', alpha=0.3) + + for bar, val in zip(bars, values): + ax.text(bar.get_x() + bar.get_width() / 2, + bar.get_height() + max(values) * 0.01, + f"{val:.4f}", + ha='center', va='bottom', fontsize=7) + + patches = [mpatches.Patch(color=c, label=s) for s, c in COLORS.items()] + fig.legend(handles=patches, loc='lower center', ncol=3, + bbox_to_anchor=(0.5, -0.05)) + + plt.tight_layout() + out_path = os.path.join(PLOTS_DIR, 'comparison_by_operation.png') + plt.savefig(out_path, dpi=150, bbox_inches='tight') + print(f"✅ График сохранён: {out_path}") + plt.show() + + +def plot_sorted_vs_random(data): + fig, axes = plt.subplots(1, 3, figsize=(14, 5)) + fig.suptitle("Влияние порядка данных на время операций", + fontsize=13, fontweight='bold') + + for ax, struct in zip(axes, STRUCTS): + rand_vals = [data.get((struct, "случайный", op), 0) for op in OPS] + sort_vals = [data.get((struct, "сортированный", op), 0) for op in OPS] + + x = range(len(OPS)) + w = 0.35 + bars1 = ax.bar([i - w/2 for i in x], rand_vals, width=w, + label="случайный", color="#4E9AF1", edgecolor='white') + bars2 = ax.bar([i + w/2 for i in x], sort_vals, width=w, + label="сортированный", color="#F4845F", edgecolor='white') + + ax.set_xticks(list(x)) + ax.set_xticklabels(OPS) + ax.set_title(struct, fontweight='bold') + ax.set_ylabel("Время (с)", fontsize=9) + ax.legend(fontsize=8) + ax.grid(axis='y', alpha=0.3) + + plt.tight_layout() + out_path = os.path.join(PLOTS_DIR, 'sorted_vs_random.png') + plt.savefig(out_path, dpi=150, bbox_inches='tight') + print(f"✅ График сохранён: {out_path}") + plt.show() + + +def print_table(data): + print(f"\n{'Структура':<12} {'Режим':<16} {'Операция':<10} {'Время (с)':<12}") + print("-" * 52) + for (struct, mode, op), mean in sorted(data.items()): + print(f"{struct:<12} {mode:<16} {op:<10} {mean:.6f}") + +if __name__ == "__main__": + if not os.path.exists(CSV_PATH): + print(f"❌ Файл результатов не найден: {CSV_PATH}") + print(" Сначала запустите: python benchmark.py") + exit(1) + + data = load_results(CSV_PATH) + print_table(data) + + if HAS_MPL: + plot_by_operation(data) + plot_sorted_vs_random(data) + else: + print("\n💡 Установите matplotlib для графиков:") + print(" pip install matplotlib") diff --git a/shalovsa/lab1/docs/data/results.csv b/shalovsa/lab1/docs/data/results.csv new file mode 100644 index 0000000..85fbf13 --- /dev/null +++ b/shalovsa/lab1/docs/data/results.csv @@ -0,0 +1,19 @@ +Структура,Режим,Операция,Среднее (с),Замер_1,Замер_2,Замер_3,Замер_4,Замер_5 +LinkedList,случайный,insert,2.013381,2.030341,1.985393,2.000117,2.000130,2.050923 +LinkedList,случайный,find,0.026258,0.026263,0.027186,0.026271,0.026350,0.025217 +LinkedList,случайный,delete,0.015552,0.017207,0.014387,0.015304,0.015317,0.015547 +HashTable,случайный,insert,0.014448,0.014376,0.014608,0.015115,0.013931,0.014212 +HashTable,случайный,find,0.000161,0.000162,0.000161,0.000161,0.000158,0.000161 +HashTable,случайный,delete,0.000088,0.000089,0.000089,0.000088,0.000086,0.000086 +BST,случайный,insert,0.015575,0.015822,0.015653,0.015507,0.015398,0.015496 +BST,случайный,find,0.000133,0.000135,0.000133,0.000131,0.000133,0.000133 +BST,случайный,delete,0.000100,0.000104,0.000100,0.000100,0.000099,0.000099 +LinkedList,сортированный,insert,1.890415,1.937600,1.916341,1.863388,1.872563,1.862181 +LinkedList,сортированный,find,0.023136,0.030373,0.021794,0.021670,0.020861,0.020980 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