forked from UNN/2026-rff_mp
Исправлены критические ошибки при снатии данных опыта и переделаны графики
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ProninVV/aufgabe-1-data-structures/data_analysis.py
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ProninVV/aufgabe-1-data-structures/data_analysis.py
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import pandas as pd
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import glob
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folder_path = 'results'
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sizes = ['500', '1000', '2000', '5000', '10000']
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for size in sizes:
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files = glob.glob(f'{folder_path}/timedata_{size}_epochs_*.csv')
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data = [pd.read_csv(f)['Время (сек)'] for f in files]
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datatomean = pd.concat(data, axis=1)
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datamean = datatomean.mean(axis=1)
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df = pd.read_csv(files[0])
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df['Время (сек)'] = datamean
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df.to_csv(f'results/aaverage_timedata_{size}.csv', index=False)
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240.48 0 m /t glyphshow
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245.186 0 m /parenright glyphshow
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158.602 0 m /h glyphshow
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166.207 0 m /a glyphshow
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173.561 0 m /s glyphshow
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179.812 0 m /h glyphshow
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187.418 0 m /t glyphshow
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192.123 0 m /space glyphshow
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195.938 0 m /parenleft glyphshow
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223.852 0 m /parenright glyphshow
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grestore
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1 setlinewidth
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0 setlinecap
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@ -4259,61 +4211,61 @@ grestore
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1 0 0 setrgbcolor
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gsave
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394.364 39.6 253.636 277.2 rectclip
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405.892562 39.836174 m
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418.028273 39.947369 l
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442.299696 40.20984 l
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515.113963 41.417028 l
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636.471074 42.306969 l
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405.892562 41.565736 m
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418.028273 45.793757 l
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442.299696 60.118178 l
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515.113963 169.27233 l
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0 0 1 setrgbcolor
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gsave
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394.364 39.6 253.636 277.2 rectclip
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405.892562 39.96498 m
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418.028273 40.117237 l
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442.299696 40.486208 l
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515.113963 41.996191 l
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636.471074 43.758499 l
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405.892562 39.940901 m
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418.028273 40.11027 l
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442.299696 40.474732 l
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515.113963 41.717198 l
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394.364 39.6 253.636 277.2 rectclip
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405.892562 41.776889 m
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418.028273 45.522951 l
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442.299696 62.252174 l
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515.113963 187.848574 l
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582.578284 361 l
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405.892562 39.823922 m
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418.028273 39.967401 l
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442.299696 40.200692 l
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405.892562 39.836174 m
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418.028273 39.947369 l
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442.299696 40.20984 l
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515.113963 41.417028 l
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405.892562 41.565736 m
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418.028273 45.793757 l
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442.299696 60.118178 l
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394.364 39.6 253.636 277.2 rectclip
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418.028273 40.117237 l
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442.299696 40.486208 l
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515.113963 41.996191 l
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636.471074 43.758499 l
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405.892562 39.940901 m
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418.028273 40.11027 l
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442.299696 40.474732 l
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515.113963 41.717198 l
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636.471074 43.499539 l
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stroke
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grestore
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0 0.502 0 setrgbcolor
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gsave
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394.364 39.6 253.636 277.2 rectclip
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405.892562 41.776889 m
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418.028273 45.522951 l
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442.299696 62.252174 l
|
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515.113963 187.848574 l
|
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582.578284 361 l
|
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405.892562 39.823922 m
|
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418.028273 39.967401 l
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442.299696 40.200692 l
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515.113963 40.986333 l
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636.471074 42.457821 l
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stroke
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grestore
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0.8 setlinewidth
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@ -4342,7 +4294,7 @@ grestore
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/DejaVuSans 12.000 selectfont
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gsave
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392.901 322.8 translate
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403.565 322.8 translate
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0 rotate
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0 0 m /uni0413 glyphshow
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7.31836 0 m /uni0440 glyphshow
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@ -4366,21 +4318,19 @@ gsave
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5836
ProninVV/aufgabe-1-data-structures/graphics/Thasht2.eps
Normal file
5836
ProninVV/aufgabe-1-data-structures/graphics/Thasht2.eps
Normal file
File diff suppressed because it is too large
Load Diff
Binary file not shown.
Binary file not shown.
BIN
ProninVV/aufgabe-1-data-structures/graphics/Tree2.png
Normal file
BIN
ProninVV/aufgabe-1-data-structures/graphics/Tree2.png
Normal file
Binary file not shown.
Binary file not shown.
BIN
ProninVV/aufgabe-1-data-structures/graphics/hasht1.png
Normal file
BIN
ProninVV/aufgabe-1-data-structures/graphics/hasht1.png
Normal file
Binary file not shown.
BIN
ProninVV/aufgabe-1-data-structures/graphics/hasht2.png
Normal file
BIN
ProninVV/aufgabe-1-data-structures/graphics/hasht2.png
Normal file
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|
|
@ -1,5 +1,4 @@
|
|||
import pandas as pd
|
||||
import glob
|
||||
import re
|
||||
import os
|
||||
import matplotlib.pyplot as plt
|
||||
|
|
@ -10,44 +9,11 @@ from scipy.optimize import curve_fit
|
|||
from numpy.polynomial import Polynomial
|
||||
|
||||
|
||||
# folder_path = 'results'
|
||||
|
||||
# # Список размеров (500, 1000, 2000, 5000, 10000)
|
||||
# sizes = ['500', '1000', '2000', '5000', '10000']
|
||||
|
||||
# for size in sizes:
|
||||
# files = glob.glob(os.path.join(folder_path, f'timedata_{size}_epochs_*.csv'))
|
||||
|
||||
# if not files:
|
||||
# continue
|
||||
|
||||
# # Читаем файлы
|
||||
# dfs = [pd.read_csv(f) for f in files]
|
||||
|
||||
# # Определяем, какие колонки текстовые (не числовые)
|
||||
# # Предполагаем, что во всех файлах они одинаковые
|
||||
# text_cols = dfs[0].select_dtypes(exclude=['number']).columns.tolist()
|
||||
|
||||
# # Объединяем и считаем среднее
|
||||
# # Группируем по текстовым колонкам, чтобы они остались в результате
|
||||
# if text_cols:
|
||||
# combined = pd.concat(dfs)
|
||||
# mean_df = combined.groupby(text_cols).mean().reset_index()
|
||||
# else:
|
||||
# # Если текста нет, просто среднее по строкам
|
||||
# mean_df = pd.concat(dfs).groupby(level=0).mean()
|
||||
|
||||
|
||||
# output_name = f'average_timedata_{size}.csv'
|
||||
# mean_df.to_csv(os.path.join(folder_path, output_name), index=False)
|
||||
# print(f"Файл {output_name} успешно создан")
|
||||
|
||||
|
||||
df500 = pd.read_csv("results/average_timedata_500.csv")
|
||||
df1000 = pd.read_csv("results/average_timedata_1000.csv")
|
||||
df2000 = pd.read_csv("results/average_timedata_2000.csv")
|
||||
df5000 = pd.read_csv("results/average_timedata_5000.csv")
|
||||
df10000 = pd.read_csv("results/average_timedata_10000.csv")
|
||||
df500 = pd.read_csv("results/aaverage_timedata_500.csv")
|
||||
df1000 = pd.read_csv("results/aaverage_timedata_1000.csv")
|
||||
df2000 = pd.read_csv("results/aaverage_timedata_2000.csv")
|
||||
df5000 = pd.read_csv("results/aaverage_timedata_5000.csv")
|
||||
df10000 = pd.read_csv("results/aaverage_timedata_10000.csv")
|
||||
|
||||
|
||||
def select_data_list(ax):
|
||||
|
|
@ -106,26 +72,30 @@ def select_data_tree(ax):
|
|||
ax[0].plot(Nvals, [row[2] for row in valsSort], label="insert", color='green')
|
||||
ax[1].plot(Nvals, [row[2] for row in valsShuff], color='green')
|
||||
|
||||
# list(df500[(df500['Структура'] == "linklist") & (df500['Режим'] == "shuffled")]["Время (сек)"])
|
||||
|
||||
# построение графика
|
||||
fig, ax = plt.subplots(figsize=(10, 5), nrows=1, ncols=2)
|
||||
for i in range(2):
|
||||
# select_data_list(ax)
|
||||
# select_data_hasht(ax)
|
||||
select_data_tree(ax)
|
||||
ax[0].set_title("График сложностей для дерева (sort)")
|
||||
ax[1].set_title("График сложностей для дерева (shuff)")
|
||||
ax[i].set_xlabel("N")
|
||||
ax[i].set_ylabel("сек * ")
|
||||
ax[i].grid(which="major", linewidth=1.5)
|
||||
ax[i].grid(which="minor", color="gray", linewidth=0.5)
|
||||
ax[i].xaxis.set_minor_locator(AutoMinorLocator())
|
||||
ax[i].yaxis.set_minor_locator(AutoMinorLocator())
|
||||
ax[i].legend()
|
||||
ax[i].set_ylim(0, 0.1)
|
||||
plt.savefig('graphics\Tree1.png', dpi=200)
|
||||
plt.savefig('graphics\Tre1.eps', dpi=200)
|
||||
plt.show()
|
||||
def design_show_graph(title, version, ymaxlim):
|
||||
fig, ax = plt.subplots(figsize=(10, 5), nrows=1, ncols=2)
|
||||
for i in range(2):
|
||||
match title:
|
||||
case "Tree":
|
||||
select_data_tree(ax)
|
||||
case "Linklist":
|
||||
select_data_list(ax)
|
||||
case "hasht":
|
||||
select_data_hasht(ax)
|
||||
ax[0].set_title(f"График сложностей для {title} (sort)")
|
||||
ax[1].set_title(f"График сложностей для {title} (shuff)")
|
||||
ax[i].set_xlabel("N")
|
||||
ax[i].set_ylabel("сек * ")
|
||||
ax[i].grid(which="major", linewidth=1.5)
|
||||
ax[i].grid(which="minor", color="gray", linewidth=0.5)
|
||||
ax[i].xaxis.set_minor_locator(AutoMinorLocator())
|
||||
ax[i].yaxis.set_minor_locator(AutoMinorLocator())
|
||||
ax[i].legend()
|
||||
ax[i].set_ylim(0, ymaxlim)
|
||||
plt.savefig(f'graphics\{title}{version}.png', dpi=200)
|
||||
plt.savefig(f'graphics\T{title}{version}.eps', dpi=200)
|
||||
plt.show()
|
||||
|
||||
|
||||
design_show_graph("hasht", 2, 0.4)
|
||||
|
|
@ -0,0 +1,19 @@
|
|||
Структура,Режим,Операция,Время (сек)
|
||||
linklist,shuffled,insert,0.02917951999970676
|
||||
linklist,shuffled,find,0.00256621999997146
|
||||
linklist,shuffled,delete,0.0018302000000403
|
||||
hashtable,shuffled,insert,0.00223439999972464
|
||||
hashtable,shuffled,find,0.00018408000032643998
|
||||
hashtable,shuffled,delete,0.00013254000023147998
|
||||
bintree,shuffled,insert,0.00211651999998134
|
||||
bintree,shuffled,find,0.00014015999986434
|
||||
bintree,shuffled,delete,7.299999997485429e-05
|
||||
linklist,sorted,insert,0.02902601999994654
|
||||
linklist,sorted,find,0.00272362000014248
|
||||
linklist,sorted,delete,0.0017690399998172598
|
||||
hashtable,sorted,insert,0.00219620000007122
|
||||
hashtable,sorted,find,0.00018717999992074
|
||||
hashtable,sorted,delete,0.00011756000003512
|
||||
bintree,sorted,insert,0.12391134000008604
|
||||
bintree,sorted,find,0.0079993400002422
|
||||
bintree,sorted,delete,0.004170019999764881
|
||||
|
Gitea Version: 1.22.0 |
