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| #!/usr/bin/env python | |
| # -*- coding: utf-8 -*- | |
| import sys | |
| #Importing PyQt5 library to construct widgets for Graphic User Interface (GUI) application | |
| from PyQt5 import QtCore, QtGui, QtWidgets | |
| from PyQt5.QtWidgets import (QLineEdit, QPushButton, QSlider, QApplication, QVBoxLayout, QHBoxLayout, | |
| QApplication, QWidget, QLabel, QCheckBox, QRadioButton, QPlainTextEdit, QSizePolicy, | |
| QMainWindow,QFrame, QFileDialog, QTableWidgetItem, QTableWidget, QMenu, QMessageBox, | |
| QAction, QToolBar) | |
| from PyQt5.QtCore import Qt, QAbstractTableModel, pyqtSignal | |
| import matplotlib | |
| matplotlib.use("Qt5Agg") | |
| from numpy import arange, sin, pi | |
| from matplotlib import pyplot as plt | |
| #Backend door for matplotlib importation required to use Pyqt with matpltlib libray | |
| from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas | |
| from matplotlib.backends.backend_qt5agg import NavigationToolbar2QT as NavigationBar | |
| from matplotlib.figure import Figure | |
| import csv | |
| import pandas as pd | |
| import numpy as np | |
| """ | |
| ### PYQT LEGEND ### | |
| Qlabel = block of text non-interactable | |
| QPushButton = ordinary button that can be pushed/interacted with | |
| QLineEdit = text input box and can be interacted with | |
| QSlider = slider widget moved back/forth up/down to change the value of something | |
| QCheckbox = interactable checkbox | |
| """ | |
| #Create Canvas to plot data on | |
| # class CanvasCreation(FigureCanvas): | |
| # | |
| # def __init__(self, parent): | |
| # self.figure = Figure() | |
| # self.axes = self.figure.add_subplot(111) | |
| # self.axes.hold(False) | |
| # | |
| # #draws the figure | |
| # FigureCanvas.__init__(self, self.figure) | |
| # | |
| # self.axes.legend() | |
| # | |
| # FigureCanvas.setSizePolicy(self, | |
| # QSizePolicy.Expanding, | |
| # QSizePolicy.Expanding) | |
| # FigureCanvas.updateGeometry(self) | |
| # | |
| # class MatpltWidget(QWidget): #MatpltlibWidget | |
| # def __init__(self, parent=None): | |
| # QWidget.__init__(self, parent) | |
| # self.canvas = CanvasCreation() | |
| # self.vboxRight.addWidget(self.canvas) | |
| # def Plotter(self, ydata, xdata): | |
| # x = range(0, 10) | |
| # y = range(0, 20, 2) | |
| # self.canvas.axes.plot(x,y) | |
| # self.canvas.draw() | |
| """ | |
| Purpose of CanvasCreation is to initialize the creation of a canvas where graphs and plots can be displayed on and inherit aspects of the class | |
| """ | |
| class CanvasCreation(FigureCanvas): | |
| def __init__(self, parent): | |
| #Create an object figure where a graph(s) can be displayed | |
| self.figure = Figure() | |
| #defines a variable axes to besubplot where we will plot our data. The numbers 111 represent plot sub-number | |
| self.axes = self.figure.add_subplot(111) | |
| #this resets the canvas each time the class is called (clears) | |
| self.axes.hold(False) | |
| #NOTESELF:need to grab a class to get the data | |
| #self.x = np.arange(0.0, 5, 0.01) | |
| #self.y = np.cos(1 * np.pi * self.x) | |
| #self.axes.plot(self.x, self.y) | |
| #draws the figure | |
| FigureCanvas.__init__(self, self.figure) | |
| self.axes.legend() | |
| FigureCanvas.setSizePolicy(self, | |
| QSizePolicy.Expanding, | |
| QSizePolicy.Expanding) | |
| FigureCanvas.updateGeometry(self) | |
| class Plotter(CanvasCreation): | |
| print("in plotter") | |
| def __init__(self, y_data, x_data): #mutltiple graphs???, overlay, side by side??, GraphHeader, x_title, y_title | |
| print("in initialization") | |
| #super(MainWindow, self).__init__() | |
| self.figure = Figure() | |
| self.axes = self.figure.add_subplot(111) | |
| print("data is about to be defined") | |
| print(y_data) | |
| print(x_data) | |
| self.x = np.arange(0.0, 5.0, 0.01) | |
| self.y = np.cos(5 * np.pi * self.x) | |
| #self.x = [0,1,2,3,4,5,6,7,8,9] | |
| #self.y = y_data | |
| print("data has been defined about to plot") | |
| self.axes.plot(self.x, self.y) | |
| print("after plot next step is draw") | |
| FigureCanvas.__init__(self, self.figure) | |
| self.show() | |
| #self.figure.canvas.draw() | |
| #self.vboxRight.addWidget(self.axes) | |
| print("data has been assigned right before plot is called") | |
| class MainWindow(QMainWindow): | |
| """ | |
| MainWindow class will be the centeral widget and main screen for application | |
| Inherits behavior from the class QMainWindow from PyQt5 library. | |
| *see index for difference between QMainWindow and QWidget | |
| Purpose: Creation of widgets and controls their layout | |
| """ | |
| def __init__(self): | |
| super(MainWindow, self).__init__() | |
| self.setWindowTitle("Perspective") | |
| self.initializeUI() | |
| def initializeUI(self): | |
| #Main Widget | |
| self.main_widget = QWidget(self) | |
| self.setCentralWidget(self.main_widget) | |
| #CREATION OF WIDGETS | |
| # <editor-fold desc="Widgets Creation Site"> | |
| ###Graph Title Entry### | |
| #button and line entry made to change the name of the graph before or after data has been plotted | |
| self.TitlEdit = QLineEdit('Graph Title') | |
| self.TitleBtn = QPushButton('Enter') | |
| ###first file### | |
| #buttons associated with the first browse button | |
| """ | |
| Buttons related to the first file being uploaded | |
| """ | |
| self.FileNmLabel = QLabel('FileName') | |
| self.FileNameEdit = QLineEdit('"Filename"') | |
| self.BrowseBtn = QPushButton('Browse') | |
| self.OpacityLabel = QLabel('Opacity') | |
| self.OpacitySlider = QSlider(Qt.Horizontal) | |
| self.OpacitySlider.setMinimum(0) | |
| self.OpacitySlider.setMaximum(100) | |
| self.OpacitySlider.setValue(100) | |
| self.OpacitySlider.setTickInterval(10) | |
| self.OpacitySlider.setTickPosition(QSlider.TicksBelow) | |
| self.ShowChkbx = QCheckBox('show') | |
| ###Plot Selection### | |
| #Radiobuttons are choosen because the difference between radio and check buttons are that only one radio button can be selected at any given time | |
| #give user ability to choose between Boxplot, whisker, or scatter | |
| self.BoxPlt = QRadioButton('Box Plot') | |
| self.WhiskerPlt = QRadioButton('Whisker Plot') | |
| self.ScatterPlt = QRadioButton('Scatter Plot') | |
| #NOTE SELF:for functionality .toggled() might be more appropriate than .clicked() | |
| ###Overlay Plot### | |
| #checkbox to give user ability to overlay data | |
| self.Overlay = QCheckBox('Overlay Plots') | |
| #self.canvas.... | |
| # <editor-fold desc="Trend Report Button Repetition"> | |
| ###2nd trend report### | |
| self.FileNmLabel2 = QLabel('FileNames') | |
| self.FileNameEdit2 = QLineEdit('') | |
| self.BrowseBtn2 = QPushButton('Browse') | |
| self.OpacityLabel2 = QLabel('Opacity') | |
| self.OpacitySlider2 = QSlider(Qt.Horizontal) | |
| self.OpacitySlider2.setMinimum(0) | |
| self.OpacitySlider2.setMaximum(100) | |
| self.OpacitySlider2.setValue(100) | |
| self.OpacitySlider2.setTickInterval(10) | |
| self.OpacitySlider2.setTickPosition(QSlider.TicksBelow) | |
| self.ShowChkbx2 = QCheckBox('show') | |
| ###3rd report### | |
| self.FileNmLabel3 = QLabel('FileNames') | |
| self.FileNameEdit3 = QLineEdit('') | |
| self.BrowseBtn3 = QPushButton('Browse') | |
| self.OpacityLabel3 = QLabel('Opacity') | |
| self.OpacitySlider3 = QSlider(Qt.Horizontal) | |
| self.OpacitySlider3.setMinimum(0) | |
| self.OpacitySlider3.setMaximum(100) | |
| self.OpacitySlider3.setValue(100) | |
| self.OpacitySlider3.setTickInterval(10) | |
| self.OpacitySlider3.setTickPosition(QSlider.TicksBelow) | |
| self.ShowChkbx3 = QCheckBox('show') | |
| ###TEXT EDIT TEST WIDGET | |
| self.TextEdit = QPlainTextEdit() | |
| # </editor-fold>________________________________________END OF TREND REPORTS | |
| ###PLOT###________________________________________________________EXPIREMENTAL AF | |
| #self.figure = Figure() # don't use matplotlib.pyplot at all! | |
| #self.canvas = FigureCanvas(self.figure) | |
| self.canvas = CanvasCreation(self.main_widget) | |
| self.NavBar = NavigationBar(self.canvas, self.main_widget) | |
| # </editor-fold> ________________________________________END OF CREATION WIDGETS | |
| #Button Functionality___________________________________________________________________________________________ | |
| # <editor-fold desc="Button Functionality"> | |
| ###Graph Title### | |
| self.TitleBtn.clicked.connect(self.TitleClicked) | |
| #import1 | |
| self.BrowseBtn.clicked.connect(self.import1) | |
| self.OpacitySlider.valueChanged.connect(self.OpacityVal) | |
| ###GraphChoice### | |
| #self.CatDogBtn.clicked.connect(lambda :self.CatDog_click(self.RadioBtn1.isChecked(), self.RadioLabel)) | |
| #self.BoxPlt.toggled.connect(lambda: self.PlotChoice(self.WhiskerPlt.isChecked(), self.ScatterPlt.isChecked())) | |
| self.BoxPlt.clicked.connect(self.PlotChoice) | |
| self.WhiskerPlt.clicked.connect(self.PlotChoice) | |
| self.ScatterPlt.clicked.connect(self.PlotChoice) | |
| ##Table### | |
| # </editor-fold>_____________________________________________________________________END OF BUTTON FUNCTIONALITY | |
| #Widget Layout | |
| # <editor-fold desc="Layout"> | |
| self.hMAIN = QHBoxLayout(self.main_widget) | |
| ###Graph Title### | |
| self.hbox = QHBoxLayout() | |
| self.hbox.addWidget(self.TitlEdit) | |
| self.hbox.addWidget(self.TitleBtn) | |
| self.hbox.addStretch() | |
| ###First File Labels### | |
| self.hbox2 = QHBoxLayout() | |
| self.hbox2.addWidget(self.FileNmLabel) | |
| self.hbox2.addStretch() | |
| self.hbox2.addWidget(self.OpacityLabel) | |
| ###First File Widgets### | |
| self.hbox3 = QHBoxLayout() | |
| self.hbox3.addWidget(self.FileNameEdit) | |
| self.hbox3.addWidget(self.BrowseBtn) | |
| self.hbox3.addWidget(self.OpacitySlider) | |
| self.hbox3.addWidget(self.ShowChkbx) | |
| ###Plot Types### | |
| self.hbox4 = QHBoxLayout() | |
| self.hbox4.addWidget(self.BoxPlt) | |
| self.hbox4.addWidget(self.WhiskerPlt) | |
| self.hbox4.addWidget(self.ScatterPlt) | |
| ###OverLay### | |
| self.hbox5 = QHBoxLayout() | |
| self.hbox5.addWidget(self.Overlay) | |
| #________________________________________________Additional Trend Reports | |
| # <editor-fold desc="ADDITIONAL TREND REPORTS"> | |
| ###Second File Labels### | |
| self.hbox6 = QHBoxLayout() | |
| self.hbox6.addWidget(self.FileNmLabel2) | |
| self.hbox6.addStretch() | |
| self.hbox6.addWidget(self.OpacityLabel2) | |
| ###Second File Widgets### | |
| self.hbox7 = QHBoxLayout() | |
| self.hbox7.addWidget(self.FileNameEdit2) | |
| self.hbox7.addWidget(self.BrowseBtn2) | |
| self.hbox7.addWidget(self.OpacitySlider2) | |
| self.hbox7.addWidget(self.ShowChkbx2) | |
| ###3rd File Widgets### | |
| self.hbox8 = QHBoxLayout() | |
| self.hbox8.addWidget(self.FileNmLabel3) | |
| self.hbox8.addStretch() | |
| self.hbox8.addWidget(self.OpacityLabel3) | |
| ###Second File Widgets### | |
| self.hbox9 = QHBoxLayout() | |
| self.hbox9.addWidget(self.FileNameEdit3) | |
| self.hbox9.addWidget(self.BrowseBtn3) | |
| self.hbox9.addWidget(self.OpacitySlider3) | |
| self.hbox9.addWidget(self.ShowChkbx3) | |
| # </editor-fold> | |
| self.vbox = QVBoxLayout() | |
| self.vbox.addLayout(self.hbox) | |
| self.vbox.addLayout(self.hbox2) | |
| self.vbox.addLayout(self.hbox3) | |
| self.vbox.addLayout(self.hbox4) | |
| self.vbox.addLayout(self.hbox5) | |
| self.vbox.addLayout(self.hbox6) | |
| self.vbox.addLayout(self.hbox7) | |
| self.vbox.addLayout(self.hbox8) | |
| self.vbox.addLayout(self.hbox9) | |
| self.vboxRightBottom = QVBoxLayout() | |
| self.vboxRIGHT = QVBoxLayout() | |
| #vboxRIGHT.addWidget(Plot) | |
| self.vboxRIGHT.addWidget(self.canvas) | |
| self.vboxRIGHT.addWidget(self.NavBar) | |
| self.vboxRIGHT.addLayout(self.vboxRightBottom) | |
| self.hMAIN.addLayout(self.vbox) | |
| self.hMAIN.addLayout(self.vboxRIGHT) | |
| # </editor-fold>___________________________________________________________________________________END OF LAYOUT | |
| self.show() | |
| def import1(self): | |
| ###Actual importation and manipulation of Data CSV Files | |
| fileName, _ = QFileDialog.getOpenFileName(self, "QFileDialog.getOpenFileName()", "", | |
| "(*.csv)") | |
| if fileName: | |
| print(fileName) | |
| self.FileNameEdit.setText(fileName) | |
| Data = pd.read_csv(open(fileName)) | |
| print(Data) | |
| self.BaseStats = Data.drop('Nominal Value', axis=1) | |
| self.BaseStats.drop('median', axis=1, inplace=True) | |
| self.BaseStats.drop('Tolerance', axis=1, inplace=True) | |
| self.BaseStats.drop('mean', axis=1, inplace=True) | |
| self.BaseStats.drop('min', axis=1, inplace=True) | |
| self.BaseStats.drop('max', axis=1, inplace=True) | |
| self.BaseStats.drop('range', axis=1, inplace=True) | |
| self.BaseStats.drop('Deviation', axis=1, inplace=True) | |
| self.BaseStats.drop('variance', axis=1, inplace=True) | |
| self.BaseStats.drop('Standard Deviation', axis=1, inplace=True) | |
| self.BaseStats.drop('LowerBound', axis=1, inplace=True) | |
| self.BaseStats.drop('UpperBound', axis=1, inplace=True) | |
| self.BaseStats.drop('Unnamed: 0', axis=1, inplace=True) | |
| #print("Data has been dropped") | |
| rowHeaders = self.BaseStats.index | |
| colHeaders = self.BaseStats.columns.values | |
| col = len(colHeaders) | |
| row = len(rowHeaders) | |
| print("table is about to be made") | |
| self.Table = CreateTable(self.BaseStats, row, col, colHeaders, rowHeaders) | |
| self.Table.dataSignal.connect(self.dataPlotter) | |
| self.vboxRightBottom.addWidget(self.Table) | |
| def PlotChoice(self): | |
| sender = self.sender() | |
| if sender.text() == "Whisker Plot": | |
| #set the graph to whisker plot | |
| print("whisker plot has been selected") | |
| elif sender.text() == "Box Plot": | |
| print("Box Plot has been selected") | |
| else: | |
| print("Scatter Plot has been selected") | |
| def TitleClicked(self): | |
| print("Enter Title") | |
| sender = self.sender() | |
| if sender.text() == "Enter": | |
| ax.set_title(self.TitlEdit.text()) | |
| self.canvas.draw() | |
| def OpacityVal(self): | |
| print("Opacity value is being changed") | |
| def dataPlotter(self, x_data,y_data): | |
| self.Graph = Plotter(x_data, y_data) | |
| self.vboxRightBottom.addWidget(self.Graph) | |
| class CreateTable(QTableWidget): #QTableWidget | |
| dataSignal = pyqtSignal(list, np.ndarray) | |
| def __init__(self, Data, row, col, colHeaders, rowHeaders): #Index, ColumnHeaders | |
| super(CreateTable, self).__init__() | |
| self.setSelectionBehavior(self.SelectRows) | |
| print("Start initialization") | |
| self.ColHeader = colHeaders | |
| self.setRowCount(row) | |
| self.setColumnCount(col) | |
| self.data = Data | |
| self.setHorizontalHeaderLabels(colHeaders) | |
| print("Right before for loop") | |
| n = len(Data) | |
| m = len(colHeaders) | |
| for i in range(n): | |
| DataValues = self.data.iloc[i,:] | |
| print("values are {}".format(DataValues)) | |
| #m = len(values) | |
| ConvertedVals = pd.to_numeric(DataValues) | |
| ValList = DataValues.values.tolist() | |
| print(ValList) | |
| for j in range(0,m): | |
| self.item = QTableWidgetItem(str(round(ValList[j],5))) | |
| #print("{}, {}".format(i, j)) | |
| self.setItem(i,j, self.item) | |
| def contextMenuEvent(self, event): | |
| menu = QMenu(self) | |
| graphAction = menu.addAction("Graph") | |
| compareAction = menu.addAction("Compare") | |
| scatterAction = menu.addAction("Plot types") | |
| aboutAction = menu.addAction("about") | |
| quitAction = menu.addAction("quit") | |
| printAction = menu.addAction("Print Row") | |
| action = menu.exec_(self.mapToGlobal(event.pos())) | |
| if action == quitAction: | |
| qApp.quit() | |
| elif action == printAction: | |
| self.selected = self.selectedItems() | |
| n = len(self.selected) | |
| print("n is {}".format(n)) | |
| for i in range(n): | |
| self.selected[i] = str(self.selected[i].text()) | |
| for i in range(n): | |
| self.selected[i] = float(self.selected[i]) | |
| print(self.selected) | |
| elif action == graphAction: | |
| self.selected = self.selectedItems() | |
| n = len(self.selected) | |
| for i in range(n): | |
| self.selected[i] = str(self.selected[i].text()) | |
| for i in range(n): | |
| self.selected[i] = float(self.selected[i]) | |
| print("right before plotter called") | |
| print(type(self.selected), type(self.ColHeader)) | |
| self.dataSignal.emit(self.selected, self.ColHeader) | |
| else: | |
| print("u clicked something other than quit") | |
| def main(): | |
| #main loop | |
| app = QtWidgets.QApplication(sys.argv) | |
| #instance | |
| appWindow = MainWindow() | |
| sys.exit(app.exec_()) | |
| if __name__ == "__main__": | |
| main() |
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| Unnamed: 0 | 8 ALPHA ER ROM S10 ASCST 4-12-2017 | 8 ALPHA ER ROM S9 ASCST 4-12-2017 | 8 ALPHA ER ROM S8 ASCST 4-12-2017 | 8 ALPHA ER ROM S7 ASCST 4-12-2017 | 8 ALPHA ER ROM S6 ASCST 4-12-2017 | 8 ALPHA ER ROM S5 ASCST 4-12-2017 | 8 ALPHA ER ROM S4 ASCST 4-12-2017 | 8 ALPHA ER ROM S3 ASCST 4-12-2017 | 8 ALPHA ER ROM S2 ASCST 4-12-2017 | 8 ALPHA ER ROM S1 ASCST 4-12-2017 | Nominal Value | Tolerance | mean | median | min | max | range | Deviation | variance | Standard Deviation | LowerBound | UpperBound | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.012 | 0.014 | 0.012 | 0.016 | 0.013 | 0.023 | 0.015 | 0.009 | 0.007 | 0.014 | 0.02 | 0.0135 | 0.0135 | 0.007 | 0.023 | 0.016 | 0 | 0 | |||||
| 1 | 9.79 | 9.792 | 9.801 | 9.792 | 9.796 | 9.817 | 9.795 | 9.788 | 9.796 | 9.8 | 9.832 | ｱ0.03 | 9.7967 | 9.7955 | 9.788 | 9.817 | 0.029 | 0.0353 | 0.0001 | 0.01 | 9.802 | 9.862 | |
| 2 | 25.637 | 25.656 | 25.861 | 25.652 | 25.641 | 25.397 | 25.425 | 25.551 | 25.459 | 25.582 | 25 | ｱ1 | 25.5861 | 25.6095 | 25.397 | 25.861 | 0.464 | -0.5861 | 0.0188 | 0.137113092 | 24 | 26 | |
| 3 | 0.02 | 0.013 | 0.025 | 0.022 | 0.017 | 0.019 | 0.019 | 0.014 | 0.016 | 0.014 | 0.063 | 0.0179 | 0.018 | 0.013 | 0.025 | 0.012 | 0 | 0 | |||||
| 4 | 0.028 | 0.018 | 0.028 | 0.028 | 0.019 | 0.046 | 0.025 | 0.024 | 0.017 | 0.021 | 0.02 | 0.0254 | 0.0245 | 0.017 | 0.046 | 0.029 | 0.0001 | 0.01 |
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great source~!