mirror of
https://github.com/shizand/statapp.git
synced 2024-12-23 12:12:59 +03:00
parent
7f01052aa5
commit
c77ed6a82f
7
statapp/calculations.py
Normal file
7
statapp/calculations.py
Normal file
@ -0,0 +1,7 @@
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import numpy as np
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def variance_analysis(data):
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return np.array([
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[np.mean(col), np.std(col), np.min(col), np.max(col)] for col in data.T
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])
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@ -9,7 +9,8 @@ from statapp.generate_window import GenerateWindow
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from statapp.about_window import AboutWindow
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from statapp.models.fileslc_model import FileSLCModel
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from statapp.ui.ui_main_window import Ui_MainWindow
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from statapp.utils import resource_path
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from statapp.utils import resource_path, buildMessageBox
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from statapp.variance_analysis import VarianceAnalysisWindow
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class MainWindow(QMainWindow):
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@ -36,7 +37,7 @@ class MainWindow(QMainWindow):
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if self.fileModel.file_name:
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file = '\nФайл сохранения:' + self.fileModel.file_name
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msgBox = self.createMessageBox \
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msgBox = buildMessageBox \
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('Сохранение данных',
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"Сохранить данные?" + file,
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QMessageBox.Question,
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@ -119,16 +120,10 @@ class MainWindow(QMainWindow):
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about_window = AboutWindow()
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about_window.show()
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def createMessageBox(self, title, text, icon, buttons, defaultButton):
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msgBox = QMessageBox()
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msgBox.setIcon(icon)
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msgBox.setWindowTitle(title)
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msgBox.setText(text)
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msgBox.setStandardButtons(buttons)
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msgBox.setDefaultButton(defaultButton)
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return msgBox
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@Slot()
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def on_varianceAnalysisAction_triggered(self):
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dw = VarianceAnalysisWindow(self.model.getData())
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dw.exec()
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def closeEvent(self, event):
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if self.isDataChanged:
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@ -136,7 +131,7 @@ class MainWindow(QMainWindow):
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if self.fileModel.file_name:
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file = '\nФайл сохранения:' + self.fileModel.file_name
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msgBox = self.createMessageBox \
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msgBox = buildMessageBox \
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('Завершение работы',
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"Сохранить данные?" + file,
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QMessageBox.Question,
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53
statapp/models/ro_table_model.py
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53
statapp/models/ro_table_model.py
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@ -0,0 +1,53 @@
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import PySide2
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import numpy as np
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from PySide2 import QtCore
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from PySide2.QtCore import Qt
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from statapp.utils import safe_list_get
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class ROTableModel(QtCore.QAbstractTableModel):
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def __init__(self,
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data=np.array([[]], dtype=np.float32),
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):
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super().__init__()
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self._data = data
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self._headers = {
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Qt.Vertical: self.getVerticalHeader,
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Qt.Horizontal: self.getHorizontalHeader,
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}
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def updateAllData(self, data):
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self.layoutAboutToBeChanged.emit()
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self._data = data
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self.layoutChanged.emit()
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def rowCount(self, index):
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return self._data.shape[0]
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def columnCount(self, index):
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return self._data.shape[1]
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def getVerticalHeader(self):
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return []
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def getHorizontalHeader(self):
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return []
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def headerData(self, section: int, orientation: Qt.Orientation, role: int = ...):
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if role == Qt.DisplayRole:
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return safe_list_get(self._headers[orientation](), section, None)
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return None
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def getData(self):
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return self._data
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def getY(self):
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return self._data[:, 0]
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def data(self, index, role):
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if role == Qt.DisplayRole:
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return float(self._data[index.row(), index.column()])
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return None
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14
statapp/models/variance_analysis_model.py
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14
statapp/models/variance_analysis_model.py
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@ -0,0 +1,14 @@
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from PySide2.QtCore import QModelIndex
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from statapp.models.ro_table_model import ROTableModel
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class VarianceAnalysisModel(ROTableModel):
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def __init__(self, data):
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super().__init__(data)
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def getHorizontalHeader(self):
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return ['Мат. ожидание', 'Среднекв. отклонение', 'Минимум', 'Максимум']
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def getVerticalHeader(self):
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return ['Y'] + [f'X{i}' for i in range(1, self.rowCount(QModelIndex()))]
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@ -40,7 +40,7 @@
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<x>0</x>
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<y>0</y>
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<width>800</width>
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<height>21</height>
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<height>27</height>
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</rect>
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</property>
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<widget class="QMenu" name="filemenu">
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@ -62,6 +62,7 @@
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<property name="title">
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<string>Анализ данных</string>
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</property>
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<addaction name="varianceAnalysisAction"/>
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</widget>
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<widget class="QMenu" name="modelmenu">
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<property name="title">
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@ -111,6 +112,12 @@
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<string>Закрыть</string>
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</property>
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</action>
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<action name="varianceAnalysisAction">
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<property name="text">
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<string>Дисперсионный анализ</string>
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</property>
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</action>
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</widget>
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<resources/>
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<connections/>
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</ui>
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7
statapp/ui/ui_main_window.py
generated
7
statapp/ui/ui_main_window.py
generated
@ -12,6 +12,7 @@ from PySide2.QtCore import *
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from PySide2.QtGui import *
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from PySide2.QtWidgets import *
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class Ui_MainWindow(object):
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def setupUi(self, MainWindow):
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if not MainWindow.objectName():
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@ -29,6 +30,8 @@ class Ui_MainWindow(object):
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self.savefileaction.setObjectName(u"savefileaction")
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self.closefileaction = QAction(MainWindow)
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self.closefileaction.setObjectName(u"closefileaction")
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self.varianceAnalysisAction = QAction(MainWindow)
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self.varianceAnalysisAction.setObjectName(u"varianceAnalysisAction")
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self.centralwidget = QWidget(MainWindow)
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self.centralwidget.setObjectName(u"centralwidget")
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self.gridLayout = QGridLayout(self.centralwidget)
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@ -48,7 +51,7 @@ class Ui_MainWindow(object):
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MainWindow.setCentralWidget(self.centralwidget)
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self.menubar = QMenuBar(MainWindow)
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self.menubar.setObjectName(u"menubar")
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self.menubar.setGeometry(QRect(0, 0, 800, 21))
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self.menubar.setGeometry(QRect(0, 0, 800, 27))
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self.filemenu = QMenu(self.menubar)
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self.filemenu.setObjectName(u"filemenu")
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self.generatemenu = QMenu(self.menubar)
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@ -74,6 +77,7 @@ class Ui_MainWindow(object):
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self.filemenu.addAction(self.closefileaction)
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self.generatemenu.addAction(self.generateYaction)
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self.generatemenu.addAction(self.generateXaction)
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self.analyzemenu.addAction(self.varianceAnalysisAction)
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self.helpmenu.addAction(self.aboutmenuaction)
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self.retranslateUi(MainWindow)
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@ -89,6 +93,7 @@ class Ui_MainWindow(object):
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self.openfileaction.setText(QCoreApplication.translate("MainWindow", u"\u041e\u0442\u043a\u0440\u044b\u0442\u044c", None))
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self.savefileaction.setText(QCoreApplication.translate("MainWindow", u"\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c", None))
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self.closefileaction.setText(QCoreApplication.translate("MainWindow", u"\u0417\u0430\u043a\u0440\u044b\u0442\u044c", None))
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self.varianceAnalysisAction.setText(QCoreApplication.translate("MainWindow", u"\u0414\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u043e\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437", None))
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self.label.setText(QCoreApplication.translate("MainWindow", u"\u0421\u0422\u0410\u0422\u0418\u0421\u0422\u0418\u0427\u0415\u0421\u041a\u0418\u0415 \u0414\u0410\u041d\u041d\u042b\u0415", None))
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self.filemenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0424\u0430\u0439\u043b", None))
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self.generatemenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0435\u0439", None))
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41
statapp/ui/ui_variance_analysis_window.py
generated
Normal file
41
statapp/ui/ui_variance_analysis_window.py
generated
Normal file
@ -0,0 +1,41 @@
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# -*- coding: utf-8 -*-
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################################################################################
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## Form generated from reading UI file 'variance_analysis_window.ui'
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##
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## Created by: Qt User Interface Compiler version 5.15.2
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##
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## WARNING! All changes made in this file will be lost when recompiling UI file!
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################################################################################
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from PySide2.QtCore import *
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from PySide2.QtGui import *
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from PySide2.QtWidgets import *
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class Ui_VarianceAnalysisWindow(object):
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def setupUi(self, VarianceAnalysisWindow):
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if not VarianceAnalysisWindow.objectName():
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VarianceAnalysisWindow.setObjectName(u"VarianceAnalysisWindow")
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VarianceAnalysisWindow.resize(942, 606)
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self.gridLayout_2 = QGridLayout(VarianceAnalysisWindow)
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self.gridLayout_2.setObjectName(u"gridLayout_2")
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self.gridLayout = QGridLayout()
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self.gridLayout.setObjectName(u"gridLayout")
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self.tableView = QTableView(VarianceAnalysisWindow)
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self.tableView.setObjectName(u"tableView")
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self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1)
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self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
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self.retranslateUi(VarianceAnalysisWindow)
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QMetaObject.connectSlotsByName(VarianceAnalysisWindow)
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# setupUi
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def retranslateUi(self, VarianceAnalysisWindow):
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VarianceAnalysisWindow.setWindowTitle(QCoreApplication.translate("VarianceAnalysisWindow", u"\u0414\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u043e\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437", None))
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# retranslateUi
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28
statapp/ui/variance_analysis_window.ui
Normal file
28
statapp/ui/variance_analysis_window.ui
Normal file
@ -0,0 +1,28 @@
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<?xml version="1.0" encoding="UTF-8"?>
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<ui version="4.0">
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<class>VarianceAnalysisWindow</class>
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<widget class="QDialog" name="VarianceAnalysisWindow">
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<property name="geometry">
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<rect>
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<x>0</x>
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<y>0</y>
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<width>942</width>
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<height>606</height>
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</rect>
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</property>
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<property name="windowTitle">
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<string>Дисперсионный анализ</string>
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</property>
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<layout class="QGridLayout" name="gridLayout_2">
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<item row="0" column="0">
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<layout class="QGridLayout" name="gridLayout">
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<item row="0" column="0">
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<widget class="QTableView" name="tableView"/>
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</item>
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</layout>
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</item>
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</layout>
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</widget>
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<resources/>
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<connections/>
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</ui>
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@ -1,6 +1,8 @@
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import os
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import sys
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from PySide2.QtWidgets import QMessageBox
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def resource_path(relative):
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if getattr(sys, 'frozen', False):
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@ -9,3 +11,22 @@ def resource_path(relative):
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# we are running in a normal Python environment
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bundle_dir = os.path.dirname(os.path.abspath(__file__))
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return os.path.join(bundle_dir, relative)
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def safe_list_get(l, idx, default):
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try:
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return l[idx]
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except IndexError:
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return default
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def buildMessageBox(title, text, icon, buttons, defaultButton):
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msgBox = QMessageBox()
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msgBox.setIcon(icon)
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msgBox.setWindowTitle(title)
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msgBox.setText(text)
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msgBox.setStandardButtons(buttons)
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msgBox.setDefaultButton(defaultButton)
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return msgBox
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18
statapp/variance_analysis.py
Normal file
18
statapp/variance_analysis.py
Normal file
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from PySide2.QtWidgets import QDialog, QHeaderView
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from statapp.calculations import variance_analysis
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from statapp.models.variance_analysis_model import VarianceAnalysisModel
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from statapp.ui.ui_variance_analysis_window import Ui_VarianceAnalysisWindow
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class VarianceAnalysisWindow(QDialog):
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def __init__(self, data):
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super().__init__()
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self.ui = Ui_VarianceAnalysisWindow()
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self.ui.setupUi(self)
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res = variance_analysis(data)
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self.model = VarianceAnalysisModel(res.round(2))
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self.ui.tableView.setModel(self.model)
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header = self.ui.tableView.horizontalHeader()
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header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
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