def histogramChooser(self):
self.histogramGroup = StringVar()
self.histogramGroup.set("Grupa 1")
self.histogramFeature = StringVar()
self.histogramFeature.set("Cecha 1")
self.histogramDropGroup = dict([ ("Grupa "+str(i+1), i) for i in range(self.generator.numberOfClasses) ])
self.histogramFeatureGroup = dict([ ("Cecha "+str(i+1), i) for i in range(self.generator.featureVectorSize) ])
Label(self.histogramFrame, text = "Wybierz grupe z listy ").grid(row = 0, column = 0)
OptionMenu(self.histogramFrame, self.histogramGroup, *[ "Grupa "+str(i+1) for i in
range(self.generator.numberOfClasses) ]).grid(row = 0, column = 1)
self.histogramGroupInput = InputWrapper(self.histogramFrame,
", lub podaj id: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
self.histogramGroupInput.draw(0, 2, 0, 3)
Label(self.histogramFrame, text = "Wybierz ceche z listy ").grid(row = 1, column = 0)
OptionMenu(self.histogramFrame, self.histogramFeature, *[ "Cecha "+str(i+1) for i in
range(self.generator.featureVectorSize) ]).grid(row = 1, column = 1)
self.histogramFeatureInput = InputWrapper(self.histogramFrame,
", lub podaj id: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
self.histogramFeatureInput.draw(1, 2, 1, 3)
self.histogramBins = InputWrapper(self.histogramFrame,
"Podaj czestotliowsc slopkow: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
self.histogramBins.draw(2, 0, 2, 1)
Button(self.histogramFrame, text = "Generuj", command = self.histogramSet).grid(row = 2, column = 2)
def createFeatureInput(self):
self.classMu = InputWrapper(self.choosers["featureChooser"]["childFrame"], "Mu:", Validators.isFloatOrEmpty, Parsers.parseFloatOrNone)
self.classMu.draw(0,0,0,1)
self.classSigma = InputWrapper(self.choosers["featureChooser"]["childFrame"], "Sigma:", Validators.isFloatOrEmpty, Parsers.parseFloatOrNone)
self.classSigma.draw(0,2,0,3)
self.addFeatureButton = Button(self.choosers["featureChooser"]["childFrame"], text = "Ustaw ceche", command = self.performSetFeature)
self.addFeatureButton.grid(row = 0, column = 4, sticky = W)
def createClassInput(self):
self.classSize = InputWrapper(self.choosers["classChooser"]["childFrame"], "Liczebnosc grupy:",
Validators.isPositiveIntOrEmpty, Parsers.parseIntOrNone)
self.classSize.draw(0,0,0,1)
self.addClassButton = Button(self.choosers["classChooser"]["childFrame"], text = "Ustaw grupe",
command = self.performSetClass)
self.addClassButton.grid(row = 0, column = 2, sticky = W)
self.showChooser(self.choosers["classChooser"]["childFrame"], self.generator.featureVectorSize,
self.featureCallback, ["Wybierz cehce","Cecha", "Wybierz cehce z listy: "], "featureChooser")
self.choosers["featureChooser"]["frame"].grid(row = 6, columnspan = 5, sticky = W)
def createGlobalPanel(self):
field = InputWrapper(self.frame, "Podaj globalne mu: ", Validators.isFloatOrEmpty, Parsers.parseFloatOrNone)
field.draw(1,0,1,1)
self.globalInputs.append(field)
field = InputWrapper(self.frame, "Podaj globalne sigma: ", Validators.isFloatOrEmpty, Parsers.parseFloatOrNone)
field.draw(1,2,1,3)
self.globalInputs.append(field)
field = InputWrapper(self.frame, "Podaj globalna liczebnosc grup: ", Validators.isPositiveIntOrEmpty, Parsers.parseIntOrNone)
field.draw(2,0,2,1)
self.globalInputs.append(field)
field = InputWrapper(self.frame, "Podaj liczbe grup: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
field.draw(2,2,2,3)
self.globalInputs.append(field)
field = InputWrapper(self.frame, "Podaj ilosc cech: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
field.draw(3,0,3,1)
self.globalInputs.append(field)
self.button = Button(self.frame, text = "Waliduj", command = self.setGlobal)
self.button.grid(row = 3, column = 2, sticky = W)
self.generateButton = Button(self.frame, text = "Generuj", command = self.generate, state = 'disabled')
self.generateButton.grid(row = 9, sticky = W)
self.save = Button(self.frame, text = "Zapisz", command = self.writeToFile, state = 'disabled')
self.save.grid(row = 9, column = 1, sticky = W)
self.histogram = Button(self.frame, text = "Histogram", command = self.histogramOptions, state = 'disabled')
self.histogram.grid(row = 9, column = 2, sticky = W)
self.clearButton = Button(self.frame, text = "Reset", command = self.reset)
self.clearButton.grid(row = 9, column = 3, sticky = W)
class GeneratorFrame:
'''
classdocs
'''
def __init__(self, frame):
'''
Constructor
'''
self.frame = frame
self.frame.wm_title("Lab 1")
self.classFrame = None
self.featureFrame = None
self.classMap = {}
self.globalInputs = []
self.validationError = False
self.generator = Generator()
self.histogramFrame = None
self.classCallback = lambda: self.choose(5, "classChooser", ["Wybrano zla grupe", "Grupa"], self.showClassInput)
self.featureCallback = lambda: self.choose(7, "featureChooser", ["Wybrano zla ceche", "Cecha"], self.showFeatureInput)
self.errorString = StringVar()
Label(self.frame, textvariable = self.errorString, fg = 'red').grid(row = 0)
self.choosers = {"classChooser": {}, "featureChooser": {}, "classHistogram": {}, "featureHistogram": {}}
self.currents = {"currentClass": None, "currentFeature": None}
self.createGlobalPanel()
def createGlobalPanel(self):
field = InputWrapper(self.frame, "Podaj globalne mu: ", Validators.isFloatOrEmpty, Parsers.parseFloatOrNone)
field.draw(1,0,1,1)
self.globalInputs.append(field)
field = InputWrapper(self.frame, "Podaj globalne sigma: ", Validators.isFloatOrEmpty, Parsers.parseFloatOrNone)
field.draw(1,2,1,3)
self.globalInputs.append(field)
field = InputWrapper(self.frame, "Podaj globalna liczebnosc grup: ", Validators.isPositiveIntOrEmpty, Parsers.parseIntOrNone)
field.draw(2,0,2,1)
self.globalInputs.append(field)
field = InputWrapper(self.frame, "Podaj liczbe grup: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
field.draw(2,2,2,3)
self.globalInputs.append(field)
field = InputWrapper(self.frame, "Podaj ilosc cech: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
field.draw(3,0,3,1)
self.globalInputs.append(field)
self.button = Button(self.frame, text = "Waliduj", command = self.setGlobal)
self.button.grid(row = 3, column = 2, sticky = W)
self.generateButton = Button(self.frame, text = "Generuj", command = self.generate, state = 'disabled')
self.generateButton.grid(row = 9, sticky = W)
self.save = Button(self.frame, text = "Zapisz", command = self.writeToFile, state = 'disabled')
self.save.grid(row = 9, column = 1, sticky = W)
self.histogram = Button(self.frame, text = "Histogram", command = self.histogramOptions, state = 'disabled')
self.histogram.grid(row = 9, column = 2, sticky = W)
self.clearButton = Button(self.frame, text = "Reset", command = self.reset)
self.clearButton.grid(row = 9, column = 3, sticky = W)
def setGlobal(self):
self.validateGlobal()
if self.validationError == True: return
self.generator.globalMu = self.globalInputs[0].returnFormatted()
self.generator.globalSigma = self.globalInputs[1].returnFormatted()
self.generator.globalClassSize = self.globalInputs[2].returnFormatted()
self.generator.numberOfClasses = self.globalInputs[3].returnFormatted()
self.generator.featureVectorSize = self.globalInputs[4].returnFormatted()
self.data = [ ([ tuple([None]*2) for j in range(self.globalInputs[4].returnFormatted()) ], None)
for i in range(self.globalInputs[3].returnFormatted())]
for i in self.globalInputs:
i.dataField.configure(state="disable")
self.generateButton.configure(state = 'normal')
self.showChooser(self.frame, self.generator.numberOfClasses,
self.classCallback,
["Wybierz grupe","Grupa", "Wybierz grupe z listy: "], "classChooser")
self.choosers["classChooser"]["frame"].grid(row = 4, columnspan = 5, sticky = W)
def validateGlobal(self):
self.validationError = False
self.errorString.set("")
for i in self.globalInputs:
if not i.validate():
self.errorString.set("Wystapil problem walidacji pola: '"+i.labelText+"'. Wartosc '"+i.dataField.get()+"' posiada zly format.")
self.validationError = True
break
def showChooser(self, frame, size, buttonCommand, stringList, chooserType):
self.choosers[chooserType]["frame"] = Frame(frame, bd = 2, relief = GROOVE)
self.choosers[chooserType]["childFrame"] = None
self.choosers[chooserType]["maxSize"] = size
self.choosers[chooserType]["dropValue"] = StringVar()
self.choosers[chooserType]["dropValue"].set(stringList[0])
self.choosers[chooserType]["dropMap"] = dict([ (stringList[1]+" "+str(i+1), i) for i in range(size) ])
self.choosers[chooserType]["dropMap"][stringList[0]] = None
avaibleChoices = [stringList[0]]
avaibleChoices.extend([ stringList[1]+" "+str(i+1) for i in range(size) ])
Label(self.choosers[chooserType]["frame"], text = stringList[2]).grid(row = 0, column = 0)
OptionMenu(self.choosers[chooserType]["frame"], self.choosers[chooserType]["dropValue"], *avaibleChoices).grid(row = 0, column = 1)
self.choosers[chooserType]["chooserInput"] = InputWrapper(self.choosers[chooserType]["frame"],
", lub podaj id: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
self.choosers[chooserType]["chooserInput"].draw(0, 2, 0, 3)
Button(self.choosers[chooserType]["frame"], text = "Wybierz", command = buttonCommand).grid(row = 0, column = 4)
def choose(self, gridPlace, chooserType, stringList, callback):
dropChoosed = self.choosers[chooserType]["dropMap"][self.choosers[chooserType]["dropValue"].get()]
isValidInput = self.choosers[chooserType]["chooserInput"].validate()
if isValidInput: isValidInput = self.choosers[chooserType]["chooserInput"].returnFormatted() <= self.choosers[chooserType]["maxSize"]
if dropChoosed is None and not isValidInput:
self.errorString.set(stringList[0])
return
self.errorString.set("")
choosedValue = dropChoosed if dropChoosed is not None else self.choosers[chooserType]["chooserInput"].returnFormatted()-1
if self.choosers[chooserType]["childFrame"] is not None:
self.choosers[chooserType]["childFrame"].grid_forget()
self.choosers[chooserType]["childFrame"].destroy()
self.choosers[chooserType]["childFrame"] = Frame(self.choosers[chooserType]["frame"])
callback(choosedValue)
self.choosers[chooserType]["childFrame"].grid(row = gridPlace, columnspan = 4, sticky = W)
def showClassInput(self, identifier):
self.currents["currentClass"] = identifier
self.createClassInput()
self.populateClassInput()
def createClassInput(self):
self.classSize = InputWrapper(self.choosers["classChooser"]["childFrame"], "Liczebnosc grupy:",
Validators.isPositiveIntOrEmpty, Parsers.parseIntOrNone)
self.classSize.draw(0,0,0,1)
self.addClassButton = Button(self.choosers["classChooser"]["childFrame"], text = "Ustaw grupe",
command = self.performSetClass)
self.addClassButton.grid(row = 0, column = 2, sticky = W)
self.showChooser(self.choosers["classChooser"]["childFrame"], self.generator.featureVectorSize,
self.featureCallback, ["Wybierz cehce","Cecha", "Wybierz cehce z listy: "], "featureChooser")
self.choosers["featureChooser"]["frame"].grid(row = 6, columnspan = 5, sticky = W)
def showFeatureInput(self, identifier):
self.currents["currentFeature"] = identifier
self.createFeatureInput()
self.populateFeatureInput()
def createFeatureInput(self):
self.classMu = InputWrapper(self.choosers["featureChooser"]["childFrame"], "Mu:", Validators.isFloatOrEmpty, Parsers.parseFloatOrNone)
self.classMu.draw(0,0,0,1)
self.classSigma = InputWrapper(self.choosers["featureChooser"]["childFrame"], "Sigma:", Validators.isFloatOrEmpty, Parsers.parseFloatOrNone)
self.classSigma.draw(0,2,0,3)
self.addFeatureButton = Button(self.choosers["featureChooser"]["childFrame"], text = "Ustaw ceche", command = self.performSetFeature)
self.addFeatureButton.grid(row = 0, column = 4, sticky = W)
def performSetFeature(self):
self.errorString.set("")
if self.classSigma.validate() and self.classMu.validate():
self.data[self.currents["currentClass"]][0][self.currents["currentFeature"]] = (self.classSigma.returnFormatted(),
self.classMu.returnFormatted())
else:
self.errorString.set("Lokalne pole Mu lub Sigma dostalo nie numeryczna wartosc")
def performSetClass(self):
self.errorString.set("")
if self.classSize.validate():
self.data[self.currents["currentClass"]] = (self.data[self.currents["currentClass"]][0], self.classSize.returnFormatted())
else:
self.errorString.set("Lokalna wielkosc grupy ma nie numeryczna wartosc")
def populateClassInput(self):
self.classSize.setInput(Parsers.parseSimpleString(self.data[self.currents["currentClass"]][1]))
def populateFeatureInput(self):
sigma, mu = self.data[self.currents["currentClass"]][0][self.currents["currentFeature"]]
self.classMu.setInput(Parsers.parseSimpleString(mu))
self.classSigma.setInput(Parsers.parseSimpleString(sigma))
def generate(self):
self.errorString.set("")
for i in self.data:
self.generator.addClassSize(i[1])
sigmas = [x[0] for x in i[0]]
mus = [x[1] for x in i[0]]
self.generator.addMu(mus)
self.generator.addSigma(sigmas)
res = self.generator.generatePoints()
if res != 0:
self.errorString.set(self.generator.lastError)
self.save.config(state = 'disabled')
self.histogram.config(state = 'disabled')
return
self.save.config(state = 'normal')
self.histogram.config(state = 'normal')
def writeToFile(self):
Managers.pointsFileWrite(self.generator.points, featureDelimeter=" ")
def histogramChooser(self):
self.histogramGroup = StringVar()
self.histogramGroup.set("Grupa 1")
self.histogramFeature = StringVar()
self.histogramFeature.set("Cecha 1")
self.histogramDropGroup = dict([ ("Grupa "+str(i+1), i) for i in range(self.generator.numberOfClasses) ])
self.histogramFeatureGroup = dict([ ("Cecha "+str(i+1), i) for i in range(self.generator.featureVectorSize) ])
Label(self.histogramFrame, text = "Wybierz grupe z listy ").grid(row = 0, column = 0)
OptionMenu(self.histogramFrame, self.histogramGroup, *[ "Grupa "+str(i+1) for i in
range(self.generator.numberOfClasses) ]).grid(row = 0, column = 1)
self.histogramGroupInput = InputWrapper(self.histogramFrame,
", lub podaj id: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
self.histogramGroupInput.draw(0, 2, 0, 3)
Label(self.histogramFrame, text = "Wybierz ceche z listy ").grid(row = 1, column = 0)
OptionMenu(self.histogramFrame, self.histogramFeature, *[ "Cecha "+str(i+1) for i in
range(self.generator.featureVectorSize) ]).grid(row = 1, column = 1)
self.histogramFeatureInput = InputWrapper(self.histogramFrame,
", lub podaj id: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
self.histogramFeatureInput.draw(1, 2, 1, 3)
self.histogramBins = InputWrapper(self.histogramFrame,
"Podaj czestotliowsc slopkow: ", Validators.isPositiveInt, Parsers.parseIntOrNone)
self.histogramBins.draw(2, 0, 2, 1)
Button(self.histogramFrame, text = "Generuj", command = self.histogramSet).grid(row = 2, column = 2)
def histogramSet(self):
self.errorString.set("")
isValidGroup = self.histogramGroupInput.validate()
isValidFeature = self.histogramFeatureInput.validate()
if isValidGroup: isValidGroup = self.histogramGroupInput.returnFormatted() <= self.generator.numberOfClasses
if isValidFeature: isValidGroup = self.histogramFeatureInput.returnFormatted() <= self.generator.featureVectorSize
chosenGroup = self.histogramGroupInput.returnFormatted()-1 if isValidGroup else self.histogramDropGroup[self.histogramGroup.get()]
chosenFeature = self.histogramFeatureInput.returnFormatted()-1 if isValidFeature else self.histogramFeatureGroup[self.histogramFeature.get()]
isBin = self.histogramBins.validate()
if not isBin:
self.errorString("Zla wartosc dla czestotliwosci slupkow")
return
bin = self.histogramBins.returnFormatted()
plt.hist(self.generator.getGenCoord(chosenGroup, chosenFeature), bins = bin)
pylab.show()
def histogramOptions(self):
self.histogramFrame = Frame(self.frame)
self.histogramChooser()
self.histogramFrame.grid(row = 10, columnspan = 6)
def reset(self):
if self.histogramFrame != None: # make sure that histogram frame exist
# destroy histogram frame
self.histogramFrame.grid_forget() # grid forget delete frame from parent
self.histogramFrame.destroy() # destroy is deleting from memory
self.histogramFrame = None # forget about it
if self.choosers["classChooser"].get("frame") != None: # get will return None if there is no such key as "frame"
# destroy frame for class manipulation
self.choosers["classChooser"]["frame"].grid_forget()
self.choosers["classChooser"]["frame"].destroy()
self.choosers["classChooser"] = {} # forget about it
if self.choosers["featureChooser"].get("frame") != None:
# destroy frame for feature manipulation (it shouln't be necessary)
self.choosers["featureChooser"]["frame"].destroy()
self.choosers["featureChooser"] = {} # forget about it
for i in self.globalInputs:
i.dataField.configure(state = "normal") # change state of inputs to normal (normal is default state)
i.clearInput()
self.save.configure(state = "disabled") # change state of save button to disabled (there is no points to save)
self.histogram.configure(state = 'disabled') # same as above
self.generateButton.configure(state = 'disabled')