-
Notifications
You must be signed in to change notification settings - Fork 0
/
main.py
233 lines (188 loc) · 7.8 KB
/
main.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
import sys
import numpy as np
import pandas as pd
from sys import argv
from copy import deepcopy
import gc
import time
from typing import Any, List, NoReturn, Optional, Union
from PyQt5.QtCore import pyqtSlot, pyqtSignal
from PyQt5.Qt import (QApplication,
QMessageBox,
QFileDialog,
QInputDialog,
QTableWidgetItem)
from PyQt5.QtWidgets import QMainWindow
import PyQt5.QtGui
from PyQt5.uic import loadUi
from PyQt5.uic import loadUiType
from PyQt5 import uic
from cogitive_model import CognitiveModel
form_class, base_class = loadUiType('data/main.ui')
class AppWindow(QMainWindow, form_class):
def closeEvent(self, event):
event.accept()
def input1(self):
filename = QFileDialog.getOpenFileName(self, "Select File")
self.file.setText(filename[0])
@pyqtSlot()
def upload1(self):
try:
df = pd.read_csv(self.file.displayText(), delimiter=',',header=None)
self.main_table.clear()
self.main_table.setCornerButtonEnabled(False)
#self.impulse_table.setCornerButtonEnabled(False)
self.main_table.setColumnCount(len(df))
#self.impulse_table.setColumnCount(len(df))
self.main_table.setRowCount(len(df))
#self.impulse_table.setRowCount(1)
self.main_table.setSortingEnabled(False)
for i in range(len(df)):
#self.main_table.horizontalHeader.setDefaultSectionSize(60)
item = QTableWidgetItem()
self.main_table.setVerticalHeaderItem(i, item)
item = self.main_table.verticalHeaderItem(i)
item.setText(str(i+1))
self.main_table.setColumnWidth(i, 50)
item = QTableWidgetItem()
self.main_table.setHorizontalHeaderItem(i, item)
item = self.main_table.horizontalHeaderItem(i)
item.setText(str(i+1))
for i in range(len(df)):
for j in range(len(df)):
item = QTableWidgetItem()
mmm = round(df.iloc[i, j], 3)
item.setText( str(mmm))
self.main_table.setItem(i, j, item)
self.main_table.setColumnWidth(i, 50)
self.main_table.setRowHeight(i, 50)
#item = QTableWidgetItem()
#item.setText(str(0))
#self.impulse_table.setItem(0, i, item)
#self.main_table.resizeRowsToContents()
except:
QMessageBox.warning(w, 'Error', 'Не вибраний існуючий файл')
@pyqtSlot()
def add1(self) :
name = str(self.main_table.rowCount() + 1)
r = self.main_table.rowCount()
self.main_table.setColumnCount(r + 1)
self.main_table.setRowCount(r + 1)
#self.impulse_table.setColumnCount(r + 1)
self.main_table.setHorizontalHeaderItem(r, QTableWidgetItem(name))
self.main_table.setVerticalHeaderItem(r, QTableWidgetItem(name))
#self.impulse_table.setHorizontalHeaderItem(r, QTableWidgetItem(name))
self.main_table.setColumnWidth(r, 50)
self.main_table.setRowHeight(r, 50)
#self.impulse_table.setColumnWidth(r, 50)
for i in range(r + 1):
item = '0'
self.main_table.setItem(i, r, QTableWidgetItem(item))
self.main_table.setItem(r, i, QTableWidgetItem(item))
#item = '0'
#self.impulse_table.setItem(0, r, QTableWidgetItem(item))
@pyqtSlot()
def remove1(self):
selected_items = self.main_table.selectedItems()
try:
k = selected_items[0]
c = k.column()
self.main_table.removeColumn(c)
self.main_table.removeRow(c)
#self.impulse_table.removeColumn(c)
except:
QMessageBox.warning(w, 'Error', 'Нема виділених даних')
def get_A(self):
A = []
for i in range(self.main_table.rowCount()):
A_row = []
for j in range(self.main_table.columnCount()):
val = float(self.main_table.item(i, j).text())
if val == None:
return None
A_row.append(val)
A.append(np.array(A_row))
return np.array(A)
def get_B(self):
B = []
for i in range(self.impulse_table.columnCount()):
val = float(self.impulse_table.item(0, i).text())
if val == None:
return None
B.append(val)
return np.array(B)
@pyqtSlot()
def analise1(self):
A = self.get_A()
if A.any() == None:
QMessageBox.warning(w, 'Error', 'Error parsing matrix')
# researching A
cognitiveModel = CognitiveModel(A)
results = 'Власні числа: \n'
results += ' '.join(str(x)+'\n' for x in cognitiveModel.calculate_eigenvalues())
results += ' \n '
results += 'Стійкість збурення: '
results += 'True' if cognitiveModel.check_perturbation_stability() else 'False'
results += ' \n '
results += 'Стійкість значення: '
results += 'True' if cognitiveModel.check_numerical_stability() else 'False'
results += ' \n '
results += ' \n '
results += 'Структурна стійкість: '
cycles = cognitiveModel.check_structural_stability()
if not cycles:
results += 'True'
else:
cycle_str = lambda x: ' - '.join(self.main_table.verticalHeaderItem(y).text() for y in x)
results += 'No \n(' + ', \n'.join(cycle_str(x) for x in cycles) + ')'
self.result.setText(results)
@pyqtSlot()
def graph1(self):
A = self.get_A()
if A.any() == None:
QMessageBox.warning(w,'Error','Помилка обробки матриці')
return
cognitiveModel = CognitiveModel(A)
cognitiveModel.draw_graph()
@pyqtSlot()
def impulse1(self):
A = self.get_A()
if A.any() == None:
QMessageBox.warning(w, 'Error', 'Error parsing matrix')
cognitiveModel = CognitiveModel(A)
B = self.get_B()
t = 7
cognitiveModel.impulse_model(t=t, q=B)
@pyqtSlot()
def impulse_calculate1(self):
self.impulse_table.clear()
l = self.main_table.columnCount()
self.impulse_table.setColumnCount(l)
for i in range(l):
self.impulse_table.setItem(0, i, QTableWidgetItem('0'))
self.impulse_table.setColumnWidth(i, 50)
for c in range(self.main_table.columnCount()):
it = self.main_table.horizontalHeaderItem(c)
item = QTableWidgetItem()
self.impulse_table.setHorizontalHeaderItem(c, item)
item = self.impulse_table.horizontalHeaderItem(c)
item.setText(str(it.text()))
def __init__(self):
super().__init__()
self.setupUi(self)
self.widgetList = []
self.show()
self.tool.clicked.connect(self.input1)
self.upload.clicked.connect(self.upload1)
self.add.clicked.connect(self.add1)
self.analise.clicked.connect(self.analise1)
self.graph.clicked.connect(self.graph1)
self.remove.clicked.connect(self.remove1)
self.impulse.clicked.connect(self.impulse1)
self.impulse_calculate.clicked.connect(self.impulse_calculate1)
app = 0
app = QApplication(argv)
app.setApplicationName('Work 7')
w = AppWindow()
w.show()
app.exec_()