2026-rff_mp/SolovevDS/docs/data/data_for_task1/diagramm.py

62 lines
2.0 KiB
Python

# -*- coding: utf-8 -*-
"""
Created on Fri May 1 11:42:31 2026
@author: ddima
"""
import matplotlib.pyplot as plt
import numpy as np
data = {
("LinkedList", "shuffled", "insert"): 3.46348492,
("HashTable", "shuffled", "insert"): 0.01967166,
("BST", "shuffled", "insert"): 0.01715242,
("LinkedList", "shuffled", "find"): 0.0301834,
("HashTable", "shuffled", "find"): 0.0002298400002,
("BST", "shuffled", "find"): 0.0002346200003,
("LinkedList", "shuffled", "delete"): 0.01254974,
("HashTable", "shuffled", "delete"): 0.0001220800004,
("BST", "shuffled", "delete"): 0.0001421199995,
("LinkedList", "sorted", "insert"): 3.2739972,
("HashTable", "sorted", "insert"): 0.01923022,
("BST", "sorted", "insert"): 4.01406982,
("LinkedList", "sorted", "find"): 0.0252881,
("HashTable", "sorted", "find"): 0.0002579799999,
("BST", "sorted", "find"): 0.0369953,
("LinkedList", "sorted", "delete"): 0.01326564,
("HashTable", "sorted", "delete"): 0.0001182399996,
("BST", "sorted", "delete"): 0.02074794,
}
structures = ["BST", "LinkedList", "HashTable"]
structure_labels = ["Бинарное дерево", "Связный список", "Хэш-таблица"]
operations = [("insert", "Вставка"), ("find", "Поиск"), ("delete", "Удаление"),]
for op_key, op_title in operations:
shuffled_values = [data[(s, "shuffled", op_key)] for s in structures]
sorted_values = [data[(s, "sorted", op_key)] for s in structures]
x = np.arange(len(structures))
width = 0.35
plt.figure(figsize=(8, 5))
plt.bar(x - width / 2, shuffled_values, width, label="Случайный")
plt.bar(x + width / 2, sorted_values, width, label="Отсортированный")
plt.title(op_title)
plt.ylabel("Время (сек)")
plt.xticks(x, structure_labels)
plt.legend()
plt.grid(axis="y", alpha=0.3)
plt.tight_layout()
plt.savefig(f"{op_key}_chart.svg", format="svg")
plt.show()