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')