class View(wx.Frame):
def __init__(self):
self.app = wx.App(False)
wx.Frame.__init__(self, None, title="Nocturnal hypoglycemia prediction", size=(1100, 800))
panel = wx.Panel(self)
menu = wx.Menu()
about = menu.Append(wx.ID_ABOUT, "&About", "Information about this program")
self.Bind(wx.EVT_MENU, lambda x: self.OnAbout(), about)
menuBar = wx.MenuBar()
menuBar.Append(menu, "&Help")
self.SetMenuBar(menuBar)
label = wx.StaticText(panel, label="Train dataset path:", pos=(10, 10))
self.m_train_dataset_path_edit = wx.TextCtrl(panel, pos=(10, 30), size=(800, 20))
self.m_train_dataset_path_edit.SetValue(u"D:\GDrive\Диплом 2\DataPreparation\output1\\fixed_dataset+_train.xlsx")
label = wx.StaticText(panel, label="Test dataset path:", pos=(10, 60))
self.m_test_dataset_path_edit = wx.TextCtrl(panel, pos=(10, 80), size=(800, 20))
self.m_test_dataset_path_edit.SetValue(u"D:\GDrive\Диплом 2\DataPreparation\output1\\fixed_dataset+_validate_known.xlsx")
label = wx.StaticText(panel, label="Choose method:", pos=(10, 110))
self.m_predictor_combobox = wx.ComboBox(panel, pos=(10, 130), size=wx.DefaultSize, choices=['stub RNN', 'stub RNN+demographic'], style=wx.CB_READONLY)
self.m_test_button = wx.Button(panel, label="Test", pos=(10, 160), size=wx.DefaultSize)
self.m_train_button = wx.Button(panel, label="Train", pos=(110, 160), size=wx.DefaultSize)
label = wx.StaticText(panel, label="Prediction log:", pos=(10, 200))
self.m_log = wx.TextCtrl(panel, pos=(10, 220), size=(360, 480), style=wx.TE_MULTILINE | wx.CB_READONLY)
self.plot = PlotWidget(panel, pos=(400, 220), size=(10, 20))
def OnAbout(self):
dlg = View.AboutBox()
dlg.ShowModal()
dlg.Destroy()
# Custom bindings
def SetOnTestAction(self, on_test_action):
self.Bind(wx.EVT_BUTTON, lambda x: on_test_action(), self.m_test_button)
def SetOnTrainAction(self, on_train_action):
self.Bind(wx.EVT_BUTTON, lambda x: on_train_action(), self.m_train_button)
# Custom functions
def UpdateMethodList(self, i_method_list):
self.m_predictor_combobox.Clear()
for method in i_method_list:
self.m_predictor_combobox.Append(method)
self.m_predictor_combobox.SetSize((200, -1))
def GetSelectedMethodName(self):
return self.m_predictor_combobox.GetValue()
def GetTrainDataPath(self):
return self.m_train_dataset_path_edit.GetValue()
def GetTestDataPath(self):
return self.m_test_dataset_path_edit.GetValue()
def PrintToLog(self, i_text):
self.m_log.AppendText('[' + datetime.now().strftime('%Y-%m-%d %H:%M:%S') + '] ' + i_text + '\n')
def PlotGraph(self, x_arr, y_arr, col):
self.plot.draw(x_arr, y_arr, col)
def ClearGraph(self):
self.plot.clear()
class AboutBox(wx.Dialog):
aboutText = "\nThis application is a part of Master's Thesis \"Prediction of nocturnal hypoglycemia in patients with typr 1 diabetes using mrthods based on decision tree and methods based on neural networks\"\n" \
"\nAuthors: Dmytro Yurchenko and Serhii Sakharov\n" \
"\nKyiv Polytechnic Institute, Department of Applied Math, 2016"
def __init__(self):
wx.Dialog.__init__(self, None, -1, "About Nocturnal hypoglycemia prediction", style=wx.DEFAULT_DIALOG_STYLE|wx.THICK_FRAME|wx.RESIZE_BORDER|wx.TAB_TRAVERSAL)
hwin = wx.StaticText(self, label=View.AboutBox.aboutText, size=(400,200))
self.CentreOnParent(wx.BOTH)
self.SetFocus()
# Run (all settings must be done before this function run)
def Run(self):
self.Show(True)
self.app.MainLoop()
