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diff --git a/Source Code/Interpolation_GUI-Real App v2.3.py b/Source Code/Interpolation_GUI-Real App v2.3.py new file mode 100644 index 0000000..506e83a --- /dev/null +++ b/Source Code/Interpolation_GUI-Real App v2.3.py @@ -0,0 +1,622 @@ +from PyQt4.QtCore import * +from PyQt4.QtGui import * +import sys,os,time +from numpy import * +import numpy.core._methods +import numpy.lib.format +from scipy.interpolate import griddata +from math import pow,sqrt +from os import listdir +from os.path import isfile, join + +def pointValue(x,y,power,xv,yv,values,radius): + nominator=0 + denominator=0 + D=[] + for i in range(0,len(values)): + dist = sqrt((x-xv[i])*(x-xv[i])+(y-yv[i])*(y-yv[i])) + D.append(float(dist)) + #If the point is really close to one of the data points, return the data point value to avoid singularities + if(dist<0.0000000001): + return values[i] + elif(dist>0.0000000001 and dist 0: + value = nominator/denominator + else: + value = 'NaN' + return value + +def IDW(xv,yv,values,xi,yi,radius,power=2): + valuesGrid = zeros((len(yi),len(xi[0]))) + for x in range(0,len(xi)): + for y in range(0,len(yi[0])): + valuesGrid[x][y] = pointValue(xi[x][y],yi[x][y],power,xv,yv,values,radius) + return valuesGrid + +class TitleBar(QDialog): + def __init__(self, parent=None): + QWidget.__init__(self, parent) + self.setWindowFlags(Qt.FramelessWindowHint) + StyleTitleBar='''QDialog{ +background-color: rgb(2,36,88); +} +QLabel{ +color: rgb(0, 255, 255); +font: 11pt "MS Shell Dlg 2"; +}''' + self.setStyleSheet(StyleTitleBar) + self.setAutoFillBackground(True) +## self.adjustSize() + self.setFixedSize(700,30) + Style_minimize='''QToolButton{ +background-color: transparent; +color: rgb(255, 255, 255); +border: none; +} +QToolButton:hover{ +background-color: rgb(66, 131, 221,230); +border: none; +}''' + Style_close='''QToolButton{ +background-color: rgb(217, 0, 0); +color: rgb(255, 255, 255); +border: none; +} +QToolButton:hover{ +background-color: rgb(255, 0, 0); +border: none; +}''' + Font=QFont('MS Shell Dlg 2',11) + Font.setBold(True) + + self.minimize = QToolButton(self) + self.minimize.setText('–') + self.minimize.setFixedHeight(20) + self.minimize.setFixedWidth(25) + self.minimize.setStyleSheet(Style_minimize) + self.minimize.setFont(Font) + + self.close = QToolButton(self) + self.close.setText(u"\u00D7") + self.close.setFixedHeight(20) + self.close.setFixedWidth(45) + self.close.setStyleSheet(Style_close) + self.close.setFont(Font) + + image = QPixmap("Interpolation-2.png") + labelImg =QLabel(self) + labelImg.setFixedSize(QSize(20,20)) + labelImg.setScaledContents(True) + labelImg.setPixmap(image) + labelImg.setStyleSheet('border: none;') + label = QLabel(self) + label.setText(" Weather Data Interpolator") + label.setFont(Font) + label.setStyleSheet('border: none;') + hbox=QHBoxLayout(self) + hbox.addWidget(labelImg) + hbox.addWidget(label) + hbox.addWidget(self.minimize) + hbox.addWidget(self.close) + hbox.insertStretch(2,600) + hbox.setSpacing(1) + hbox.setContentsMargins(5,0,5,0) + + self.setSizePolicy(QSizePolicy.Expanding,QSizePolicy.Fixed) + self.maxNormal=False + self.close.clicked.connect(self.closeApp) + self.minimize.clicked.connect(self.showSmall) + + def showSmall(self): + widget.showMinimized(); + + def closeApp(self): + widget.close() + + def mousePressEvent(self,event): + if event.button() == Qt.LeftButton: + widget.moving = True + widget.offset = event.pos() + + def mouseMoveEvent(self,event): + if widget.moving: + widget.move(event.globalPos()-widget.offset) + + + +class Interpolation(QWidget): + def __init__(self, parent=None): + super(Interpolation,self).__init__(parent) + + grid = QGridLayout() + self.m_titlebar=TitleBar(self) + grid.addWidget(self.m_titlebar, 0, 0) + grid.addWidget(self.input(), 1, 0) + grid.addWidget(self.output(), 2, 0) + grid.addWidget(self.method(), 3, 0) + grid.addWidget(self.progress(), 4, 0) + self.setLayout(grid) + grid.setContentsMargins(0,0,0,0) + +## self.setWindowTitle("Weather Data Interpolator") + self.setFocus() + self.adjustSize() + self.Widget_Width = self.frameGeometry().width() + self.Widget_Height = self.frameGeometry().height() +## print(self.Widget_Width,self.Widget_Height) + self.setFixedSize(700,self.Widget_Height) + +## self.move(350,100) + self.setWindowFlags(Qt.FramelessWindowHint) +## self.setWindowFlags(Qt.WindowMaximizeButtonHint) + self.started = False + + def input(self): + + ##########Layout for taking Lat-Lon Details and Climate data to be interpolated in Excel format########## + + gBox = QGroupBox("Inputs:") + layout1 = QGridLayout() + + #input_label = QLabel("Inputs:") + + self.weatherfile_location = QLineEdit() + self.browse2 = QPushButton("...") + self.browse2.setMaximumWidth(25) + self.browse2.clicked.connect(self.browse2_file) + self.q1 = QPushButton("?") + self.q1.setMaximumWidth(15) + self.q1.clicked.connect(self.Info1) + self.weatherfile_location.setPlaceholderText("Folder containing climate data to be interpolated (.csv or .txt)") + #layout1.addWidget(input_label,0,0) + layout1.addWidget(self.weatherfile_location,1,0,1,3) + layout1.addWidget(self.q1,1,3,1,1) + layout1.addWidget(self.browse2,1,4,1,1) + + ##########Layout for taking comma delimited vs tab delimited################################ + + sublayout1 = QGridLayout() + + self.label1 = QLabel("Input Format:\t") + self.b1 = QRadioButton("Comma Delimated (.csv)") + #self.b1.setChecked(True) + self.b2 = QRadioButton("Tab Delimited (.txt)") + + self.b1.toggled.connect(lambda:self.btnstate(self.b1)) + self.b2.toggled.connect(lambda:self.btnstate(self.b2)) + + sublayout1.addWidget(self.label1,1,0) + sublayout1.addWidget(self.b1,1,1) + sublayout1.addWidget(self.b2,1,2) + layout1.addLayout(sublayout1,2,0) + + ##########Layout for shape file########## + + self.LatLonfile_location = QLineEdit() + self.LatLonfile_location.setPlaceholderText("Interpolation Points/Grids/Stations csv file (.csv)") + self.q2 = QPushButton("?") + self.q2.setMaximumWidth(15) + self.q2.clicked.connect(self.Info2) + self.browse3 = QPushButton("...") + self.browse3.setMaximumWidth(25) + self.browse3.clicked.connect(self.browse3_file) + layout1.addWidget(self.LatLonfile_location,4,0,1,3) + layout1.addWidget(self.q2,4,3,1,1) + layout1.addWidget(self.browse3,4,4,1,1) + gBox.setLayout(layout1) + return gBox + + + def output(self): + + ##########Layout for output file location and interpolation########## + + gBox = QGroupBox("Outputs:") + layout4 = QGridLayout() + + self.outputfile_location = QLineEdit() + self.outputfile_location.setPlaceholderText("Folder for interpolated climate data (.csv or .txt)") + self.browse4 = QPushButton("...") + self.browse4.setMaximumWidth(25) + self.browse4.clicked.connect(self.browse4_file) + layout4.addWidget(self.outputfile_location,1,0,1,3) + layout4.addWidget(self.browse4,1,3,1,1) + + ########################Layout for taking comma delimited vs tab delimited################################ + + sublayout2 = QGridLayout() + output_label = QLabel("Output Format:\t") + self.b3 = QRadioButton("Comma Delimated (.csv)") + #self.b3.setChecked(True) + self.b4 = QRadioButton("Tab Delimited (.txt)") + + self.b3.toggled.connect(lambda:self.btn2state(self.b3)) + self.b4.toggled.connect(lambda:self.btn2state(self.b4)) + + sublayout2.addWidget(output_label,1,0) + sublayout2.addWidget(self.b3,1,1) + sublayout2.addWidget(self.b4,1,2) + layout4.addLayout(sublayout2,2,0) + gBox.setLayout(layout4) + return gBox + + def method(self): + + ########################Layout for taking methods of interpolation################################ + gBox = QGroupBox("Methods:") + layout5 = QGridLayout() + self.b5 = QRadioButton("Linear") + #self.b3.setChecked(True) + self.b6 = QRadioButton("IDW") + + self.b5.toggled.connect(lambda:self.btn3state(self.b5)) + self.b6.toggled.connect(lambda:self.btn3state(self.b6)) + self.show_hide = QPushButton("Show Details") + Font=QFont() + Font.setBold(True) + #self.show_hide.setFont(Font) + self.show_hide.setCheckable(True) + #self.show_hide.toggle() + self.show_hide.clicked.connect(self.ShowHide) + self.show_hide.setFixedWidth(90) + self.show_hide.setFixedHeight(25) + Style_show_hide_Button = """ +QPushButton{ +color: rgb(255, 255, 255); +background-color: rgb(66, 131, 221); +border: none; +} +QPushButton:Checked{ +background-color: rgb(66, 131, 221); +border: none; +} +QPushButton:hover{ +background-color: rgb(66, 131, 221,230); +border: none; +} +""" + self.show_hide.setStyleSheet(Style_show_hide_Button) + + self.start = QPushButton("Interpolate") + + self.start.setFixedWidth(85) + self.start.setFixedHeight(25) + Style_Interpolate_Button = """ +QPushButton{ +color: rgb(255, 255, 255); +background-color: rgb(0,121,0); +border-color: none; +border: none; +} +QPushButton:hover{ +background-color: rgb(0,121,0,230); +} +""" + self.start.clicked.connect(self.start_interpolation) + #self.start.setFont(Font) + self.start.setStyleSheet(Style_Interpolate_Button) + + self.stop = QPushButton("Cancel") + self.stop.setMaximumWidth(65) + self.stop.setFixedHeight(25) + Style_Cancel_Button = """ +QPushButton{ +color: rgb(255, 255, 255); +background-color: rgb(180,0,0,240); +border-color: none; +border: none; +} +QPushButton:hover{ +background-color: rgb(180,0,0,220); +} +""" + self.stop.clicked.connect(self.stop_interpolation) + #self.stop.setFont(Font) + self.stop.setStyleSheet(Style_Cancel_Button) + + layout5.addWidget(self.b5,1,1) + layout5.addWidget(self.b6,1,2) + layout5.addWidget(self.show_hide,1,3) + layout5.addWidget(self.start,1,4) + layout5.addWidget(self.stop,1,5) + + gBox.setLayout(layout5) + return gBox + + + ##########Layout for progress of interpolation########## + def progress(self): + gBox = QGroupBox() + layout6 = QVBoxLayout() + + STYLE2 = """ +QProgressBar{ +text-align: center; +} +QProgressBar::chunk { +background-color: rgb(0,121,0); +} +""" + self.progressbar = QProgressBar() + self.progressbarfinal = QProgressBar() + #self.progressbar.setMinimum(1) + self.progressbar.setFixedHeight(13) + self.progressbarfinal.setFixedHeight(13) + self.progressbar.setStyleSheet(STYLE2) + self.progressbarfinal.setStyleSheet(STYLE2) + self.textbox = QTextEdit() + self.textbox.setReadOnly(True) + self.textbox.moveCursor(QTextCursor.End) + self.textbox.hide() + self.scrollbar = self.textbox.verticalScrollBar() + + layout6.addWidget(self.progressbar) + layout6.addWidget(self.progressbarfinal) + layout6.addWidget(self.textbox) + gBox.setLayout(layout6) + return gBox + + def browse2_file(self): + weather_file = QFileDialog.getExistingDirectory(self,"Open Folder", r"C:\Users\Madhuri\OneDrive\0. M.Tech. Research Work\Codes\GUIs\Interpolation", + QFileDialog.ShowDirsOnly) + self.weatherfile_location.setText(QDir.toNativeSeparators(weather_file)) + + def browse3_file(self): + LatLon_file = QFileDialog.getOpenFileName(self,caption = "Open File", directory=r"C:\Users\Madhuri\OneDrive\0. M.Tech. Research Work\Codes\GUIs\Interpolation", + filter="Stations file (*.csv)") + self.LatLonfile_location.setText(QDir.toNativeSeparators(LatLon_file)) + + def browse4_file(self): + output_file = QFileDialog.getExistingDirectory(self, "Save File in Folder", r"C:\Users\Madhuri\OneDrive\0. M.Tech. Research Work\Codes\GUIs\Interpolation", + QFileDialog.ShowDirsOnly) + self.outputfile_location.setText(QDir.toNativeSeparators(output_file)) + + def Info1(self): + QMessageBox.information(self, "Information About Input Files", + '''Sample input (.csv or .txt) should be same as it is shown in Sample Example:\nC:\Program Files (x86)\Weather Data Interpolator\Sample.csv + ''') + def Info2(self): + QMessageBox.information(self, "Information About Interpolation Grid/Point/Station File", + "Station file (.csv) should contain first column as latitude and second column as longitude of centroid of each grid. For example:\nC:\Program Files (x86)\Weather Data Interpolator\IND_1x1.csv") + + def btnstate(self,b): + if b.text() == "Comma Delimated (.csv)" and b.isChecked() == True: + self.seperator = ',' + self.seperatorname = '.csv' + if b.text() == "Tab Delimited (.txt)" and b.isChecked() == True: + self.seperator = '\t' + self.seperatorname = '.txt' + + def btn2state(self,b): + if b.text() == "Comma Delimated (.csv)" and b.isChecked() == True: + self.seperator2 = ',' + self.seperatorname2 = '.csv' + if b.text() == "Tab Delimited (.txt)" and b.isChecked() == True: + self.seperator2 = '\t' + self.seperatorname2 = '.txt' + + def btn3state(self,b): + if b.text() == "Linear" and b.isChecked() == True: + self.methodname = b.text() + if b.text() == "IDW" and b.isChecked() == True: + self.methodname = b.text() + + def start_interpolation(self): + if not self.started: + self.started = True + self.Interpolate() + + def stop_interpolation(self): + if self.started: + self.started = False + QMessageBox.information(self, "Information", "Interpolation is cancelled.") + + def ShowHide(self): + if self.show_hide.text() == "Hide Details" and self.show_hide.isChecked() == False: + self.show_hide.setText('Show Details') + self.textbox.hide() +## self.adjustSize() + self.setFixedSize(700,self.Widget_Height+1) +## print (self.frameGeometry().width(),self.frameGeometry().height()) + if self.show_hide.text() == "Show Details" and self.show_hide.isChecked() == True: + self.show_hide.setText('Hide Details') + self.textbox.show() +## self.adjustSize() + self.setFixedSize(700,self.Widget_Height+self.Widget_Height*2/3) +## print (self.frameGeometry().width(),self.frameGeometry().height()) + + def Interpolate(self): + if self.weatherfile_location.text() == "": + QMessageBox.critical(self, "Message", "Location of folder containing climate data files is not given.") + self.started = False + if self.LatLonfile_location.text() == "": + QMessageBox.critical(self, "Message", "Lot Lon file (.csv) location is not given.") + self.started = False + if self.outputfile_location.text() == "": + QMessageBox.critical(self, "Message", "Output location to store the interpolated files is not given") + self.started = False + + try: + sep = self.seperator + sepname = self.seperatorname + + sep2 = self.seperator2 + sepname2 = self.seperatorname2 + except: + QMessageBox.critical(self, "Message", "Format is not defined.") + self.started = False + try: + method = self.methodname + except: + QMessageBox.critical(self, "Message", "Method of interpolation is not defined.") + self.started = False + + self.textbox.setText("") + ############# grid_x = Longitude, grid_y = Latitude ############## + start = time.time() + self.progressbarfinal.setMinimum(0) + self.progressbarfinal.setValue(0) + self.progressbar.setMinimum(0) + self.progressbar.setValue(0) + + LatLon_loc = self.LatLonfile_location.text() + if os.path.isfile(LatLon_loc): + with open(LatLon_loc) as Fstation: + Lat_Lon_List = Fstation.readlines() + record = [] + for line in Lat_Lon_List: + record.append([word for word in line.split(",") if word]) + + Lat = [float(record[j][0]) for j in range(1, len(record))] + Lon = [float(record[j][1]) for j in range(1, len(record))] +## record = [r for r in table] + + latlon = [[Lat[i], Lon[i]] for i in range(len(Lat))] + try: + lat_diff = min([abs(Lat[0]-Lat[i]) for i in range(len(Lat)) if abs(Lat[0]-Lat[i])>0]) + lon_diff = min([abs(Lon[0]-Lon[i]) for i in range(len(Lon)) if abs(Lon[0]-Lon[i])>0]) + grid_x, grid_y = mgrid[min(Lon):max(Lon)+lon_diff:lon_diff, + min(Lat):max(Lat)+lat_diff:lat_diff] + except: + grid_x, grid_y = mgrid[min(Lon):max(Lon)+2:1, + min(Lat):max(Lat)+2:1] + + path = self.weatherfile_location.text() + Out_path = self.outputfile_location.text() + if os.path.isdir(path) or os.path.isdir(Out_path): + weatherfiles = [join(path,f) for f in listdir(path) if isfile(join(path,f)) and str(sepname) in f] + weather = [f for f in listdir(path) if isfile(join(path,f)) and str(sepname) in f] + if len(weather) == 0: + weatherfiles = [] + QMessageBox.critical(self, "Invalid Path", "Input folder does not contain any file (.csv or .txt).") + self.started = False + else: + weatherfiles = [] + QMessageBox.critical(self, "Message", "Invalid Path.") + self.started = False + + NoLines = 0 + for j in range(len(weatherfiles)): + with open(weatherfiles[j]) as f: + line = [line for line in f] + NoLines = NoLines + len(line) + + n = 0 + for j in range(len(weatherfiles)): + self.progressbar.setValue(0) + D = [] + with open(weatherfiles[j]) as f: + line = [line for line in f] + w = [w for w in line[0].split(',') if w] + for i in range(4): + D.append([word for word in line[i].split(",") if word]) + + ncols = len(D[0]) + a=[[] for x in range(1,ncols)] + for c in range(1,ncols): + a[c-1].append(float(D[1][c])) #Longitude + a[c-1].append(float(D[0][c])) #Latitude + + px = [float(D[1][c]) for c in range(1,ncols)] #Longitude + py = [float(D[0][c]) for c in range(1,ncols)] #Latitude + + px = array(px) + py = array(py) + p = array(a) + if sep2 ==',': + filename = "%s\%s" % (Out_path, weather[j][:-4]+'.csv') + file = open(filename,"w") + if sep2 =='\t': + filename = "%s\%s" % (Out_path, weather[j][:-4]+'.txt') + file = open(filename,"w") + + rainvalues = array([float(D[2][x]) for x in range(1,ncols)]) + radius = 1 + if method == 'Linear': + grid_rain = griddata(p, rainvalues, (grid_x, grid_y), method='linear') + if method == 'IDW': + grid_rain = IDW(px, py, rainvalues, grid_x, grid_y, radius, 2) + LatData = ['N'] + LonData = ['E'] + + for lat in range(len(grid_rain[1])): + for lon in range(len(grid_rain)): + if [grid_y[lon][lat],grid_x[lon][lat]] in latlon and (str(grid_rain[lon][lat]) != 'nan'): + LatData.append(str("%.2f" % grid_y[lon][lat])) + LonData.append(str("%.2f" % grid_x[lon][lat])) + + CommaDelimatedLat = sep2.join([str(LatData[i]) for i in range(len(LatData))]) + CommaDelimatedLon = sep2.join([str(LonData[i]) for i in range(len(LonData))]) + file.write(CommaDelimatedLat+'\n') + file.write(CommaDelimatedLon+'\n') + app.processEvents() + + + for row in range(2,len(line)): + if self.started: + Data = [word for word in line[row].split(",") if word] + try: + rainvalues = array([float(Data[x]) for x in range(1,len(Data))]) + if method == 'Linear': + grid_rain = griddata(p, rainvalues, (grid_x, grid_y), method='linear') + if method == 'IDW': + grid_rain = IDW(px, py, rainvalues, grid_x, grid_y, radius, 2) + InterpolatedData = [Data[0]] + #print (len(grid_rain[1]),len(grid_rain)) + + for lat in range(len(grid_rain[1])): + for lon in range(len(grid_rain)): + if [grid_y[lon][lat],grid_x[lon][lat]] in latlon and (str(grid_rain[lon][lat]) != 'nan'): + InterpolatedData.append("%.1f" % grid_rain[lon][lat]) + + CommaDelimatedData = sep2.join([str(InterpolatedData[i]) for i in range(len(InterpolatedData))]) + file.write(CommaDelimatedData+'\n') + if (row-1)%10 == 1 and (row+1) != 11: + self.textbox.append("Interpolating %dst day data" % (row-1)) + elif (row-1)%10 == 2: + self.textbox.append("Interpolating %dnd day data" % (row-1)) + elif (row-1)%10 == 3: + self.textbox.append("Interpolating %drd day data" % (row-1)) + else: + self.textbox.append("Interpolating %dth day data" % (row-1)) + app.processEvents() + self.scrollbar.setValue(self.scrollbar.maximum()) + self.progressbar.setValue(row-1) + self.progressbar.setMaximum(len(line)-2) + self.progressbarfinal.setValue(n+1) + self.progressbarfinal.setMaximum(NoLines-2*len(weatherfiles)) + n=n+1 + except Exception as e: + self.textbox.append(str(e)) + else: + self.progressbarfinal.setValue(0) + self.progressbar.setValue(0) + + file.close() + end = time.time() + t = end-start + if NoLines>0 and self.started: + self.textbox.append("Total time taken in Interpolation: %.2d:%.2d:%.2d" % (t/3600,(t%3600)/60,t%60)) + QMessageBox.information(self, "Information", "Interpolation is completed.") + + +app = QApplication(sys.argv) +widget = Interpolation() +app_icon = QIcon() +app_icon.addFile(r'C:\python34\Interpolation-2.png', QSize(40,40)) +app.setWindowIcon(app_icon) +pixmap = QPixmap("Splash_Window.png") +splash = QSplashScreen(pixmap) +splash.show() +#widget.setFixedWidth(500) +#widget.setFixedHeight(400) +screen_resolution = app.desktop().screenGeometry() +width, height = screen_resolution.width(), screen_resolution.height() +widget.move(width/2-widget.width()/2,height/2-widget.height()/2) +time.sleep(2) +widget.show() +splash.finish(widget) +app.exec_()