import wx import wx.lib.newevent import numpy import copy import math from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion from sans.guicomm.events import StatusEvent from sans.guiframe.utils import format_number (ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent() _BOX_WIDTH = 80 import basepage from basepage import BasicPage class ModelPage(BasicPage): """ FitPanel class contains fields allowing to display results when fitting a model and one data @note: For Fit to be performed the user should check at least one parameter on fit Panel window. """ def __init__(self,parent, page_info): BasicPage.__init__(self, parent, page_info) """ Initialization of the Panel """ self._fill_model_sizer( self.sizer1) self._fill_range_sizer() description="" if self.model!=None: description = self.model.description self.select_model(self.model, self.model.name) self.set_model_description(description,self.sizer2) def _on_display_description(self, event): """ Show or Hide description @param event: wx.EVT_RADIOBUTTON """ self._on_display_description_helper() self.SetScrollbars(20,20,200,100) self.Refresh() def _on_display_description_helper(self): """ Show or Hide description @param event: wx.EVT_RADIOBUTTON """ ## Show description if self.description_hide.GetValue(): self.sizer_description.Clear(True) else: description="" if self.model!=None: description = self.model.description self.description = wx.StaticText( self,-1,str(description) ) self.sizer_description.Add( self.description, 1, wx.EXPAND | wx.ALL, 10 ) self.Layout() def _fill_range_sizer(self): """ Fill the sizer containing the plotting range add access to npts """ sizer_npts= wx.GridSizer(1, 1,5, 5) self.npts = wx.TextCtrl(self, -1,size=(_BOX_WIDTH,20)) self.npts.SetValue(format_number(self.num_points)) self.npts.SetToolTipString("Number of point to plot.") self.npts.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) self.npts.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) self.npts.Bind(wx.EVT_TEXT_ENTER, self._onparamEnter) sizer_npts.Add(wx.StaticText(self, -1, 'Npts'),1, wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 5) sizer_npts.Add(self.npts,1, wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 5) self._set_range_sizer( title="Plotted Q Range", object= sizer_npts) def _on_select_model(self, event): """ call back for model selection """ self._on_select_model_helper() self.select_model(self.model, self.model.name) def _fill_model_sizer(self, sizer): """ fill sizer containing model info """ id = wx.NewId() self.model_view =wx.Button(self,id,'View 2D') self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D,id=id) self.model_view.SetToolTipString("View model in 2D") ## class base method to add view 2d button self._set_model_sizer(sizer=sizer, title="Model",object= self.model_view ) def _set_sizer_gaussian(self): """ draw sizer with gaussian dispersity parameters """ self.fittable_param=[] self.fixed_param=[] self.orientation_params_disp=[] self.sizer4_4.Clear(True) if self.model==None: ##no model is selected return if not self.enable_disp.GetValue(): ## the user didn't select dispersity display return self._reset_dispersity() # Create the dispersion objects for item in self.model.dispersion.keys(): disp_model = GaussianDispersion() self._disp_obj_dict[item] = disp_model self.model.set_dispersion(item, disp_model) ix=0 iy=1 disp = wx.StaticText(self, -1, 'Names') self.sizer4_4.Add(disp,( iy, ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) ix += 1 values = wx.StaticText(self, -1, 'Values') self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) ix += 1 npts = wx.StaticText(self, -1, 'Npts') self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) ix += 1 nsigmas = wx.StaticText(self, -1, 'Nsigmas') self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) for item in self.model.dispersion.keys(): if not item in self.model.orientation_params: self.disp_cb_dict[item]= None name1=item+".width" name2=item+".npts" name3=item+".nsigmas" iy += 1 for p in self.model.dispersion[item].keys(): if p=="width": ix = 0 name = wx.StaticText(self, -1, name1) self.sizer4_4.Add( name,( iy, ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) ix = 1 value= self.model.getParam(name1) ctl1 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=wx.TE_PROCESS_ENTER) ctl1.SetValue(str (format_number(value))) ctl1.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) ctl1.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) ctl1.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) self.sizer4_4.Add(ctl1, (iy,ix),(1,1), wx.EXPAND) self.fittable_param.append([None,name1,ctl1,None, None, None, None,None]) elif p=="npts": ix =2 value= self.model.getParam(name2) Tctl1 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER) Tctl1.SetValue(str (format_number(value))) Tctl1.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) Tctl1.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) Tctl1.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) self.sizer4_4.Add(Tctl1, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) self.fixed_param.append([None,name2, Tctl1,None,None, None, None,None]) elif p=="nsigmas": ix =3 value= self.model.getParam(name3) Tctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER) Tctl2.SetValue(str (format_number(value))) Tctl2.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) Tctl2.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) Tctl2.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) self.sizer4_4.Add(Tctl2, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) ix +=1 self.sizer4_4.Add((20,20), (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) self.fixed_param.append([None,name3, Tctl2, None,None, None, None,None]) for item in self.model.dispersion.keys(): if item in self.model.orientation_params: self.disp_cb_dict[item]= None name1=item+".width" name2=item+".npts" name3=item+".nsigmas" iy += 1 for p in self.model.dispersion[item].keys(): if p=="width": ix = 0 name = wx.StaticText(self, -1, name1) self.sizer4_4.Add( name,( iy, ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) ix = 1 value= self.model.getParam(name1) ctl1 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=wx.TE_PROCESS_ENTER) ctl1.SetValue(str (format_number(value))) ctl1.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) ctl1.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) ctl1.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) if not self.enable2D: ctl1.Disable() else: ctl1.Enable() self.sizer4_4.Add(ctl1, (iy,ix),(1,1), wx.EXPAND) self.fittable_param.append([None,name1,ctl1,None, None, None, None,None]) self.orientation_params_disp.append([None,name1,ctl1,None, None, None, None,None]) elif p=="npts": ix =2 value= self.model.getParam(name2) Tctl1 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER) Tctl1.SetValue(str (format_number(value))) Tctl1.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) Tctl1.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) Tctl1.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) if not self.enable2D: Tctl1.Disable() else: Tctl1.Enable() self.sizer4_4.Add(Tctl1, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) self.fixed_param.append([None,name2, Tctl1,None,None, None, None,None]) self.orientation_params_disp.append([None,name2, Tctl1,None,None, None, None,None]) elif p=="nsigmas": ix =3 value= self.model.getParam(name3) Tctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER) Tctl2.SetValue(str (format_number(value))) Tctl2.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) Tctl2.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) Tctl2.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) if not self.enable2D: Tctl2.Disable() else: Tctl2.Enable() self.sizer4_4.Add(Tctl2, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) ix +=1 self.sizer4_4.Add((20,20), (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) self.fixed_param.append([None,name3, Tctl2, None,None, None, None,None]) self.orientation_params_disp.append([None,name3, Tctl2, None,None, None, None,None]) msg = " Selected Distribution: Gaussian" wx.PostEvent(self.parent.parent, StatusEvent( status= msg )) ix =0 iy +=1 self.sizer4_4.Add((20,20),(iy,ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) self.sizer4_4.Layout() self.sizer4.Layout() self.SetScrollbars(20,20,200,100) def _onModel2D(self, event): """ call manager to plot model in 2D """ # If the 2D display is not currently enabled, plot the model in 2D # and set the enable2D flag. if self.fitrange: self.enable2D = True if self.enable2D: self._draw_model() self.model_view.Disable() if len(self.orientation_params)>0: for item in self.orientation_params: if item[2]!=None: item[2].Enable() if len(self.orientation_params_disp)>0: for item in self.orientation_params_disp: if item[2]!=None: item[2].Enable() def reset_page(self, state): """ reset the state """ self.reset_page_helper(state) def select_model(self, model, name): """ Select a new model @param model: model object """ self.model = model self.set_model_param_sizer(self.model) ## keep the sizer view consistent with the model menu selecting self._set_model_sizer_selection( self.model ) self.enable_disp.SetValue(False) self.disable_disp.SetValue(True) self.set_dispers_sizer() self.model_view.SetFocus() self._draw_model() def set_model_description(self,description,sizer): """ fill a sizer with description @param description: of type string @param sizer: wx.BoxSizer() """ sizer.Clear(True) box_description= wx.StaticBox(self, -1, 'Model Description') boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL) sizer_selection=wx.BoxSizer(wx.HORIZONTAL) self.description_hide = wx.RadioButton(self, -1, 'Hide', style=wx.RB_GROUP) self.description_show = wx.RadioButton(self, -1, 'Show') if description=="": self.description_hide.SetValue(True) description=" Description unavailable. Click for details" self.description = wx.StaticText( self,-1,str(description) ) self.Bind( wx.EVT_RADIOBUTTON, self._on_display_description, id=self.description_hide.GetId() ) self.Bind( wx.EVT_RADIOBUTTON, self._on_display_description, id=self.description_show.GetId() ) self.model_description = wx.Button(self,-1, label="Details") self.model_description.Bind(wx.EVT_BUTTON,self.on_button_clicked) self.model_description.SetToolTipString("Click Model Functions in HelpWindow...") sizer_selection.Add( self.description_show ) sizer_selection.Add( (20,20)) sizer_selection.Add( self.description_hide ) #sizer_selection.Add( (20,20)) sizer_selection.Add((20,20),0, wx.LEFT|wx.RIGHT|wx.EXPAND,67) sizer_selection.Add( self.model_description ) self.sizer_description=wx.BoxSizer(wx.HORIZONTAL) self.sizer_description.Add( self.description, 1, wx.EXPAND | wx.ALL, 10 ) boxsizer1.Add( sizer_selection) boxsizer1.Add( (20,20)) boxsizer1.Add( self.sizer_description) self._on_display_description(event=None) sizer.Add(boxsizer1,0, wx.EXPAND | wx.ALL, 10) sizer.Layout() def on_button_clicked(self,event): """ #On 'More details' button """ from helpPanel import HelpWindow name = self.model.name if name == None: name = 'FuncHelp' frame = HelpWindow(None, -1, name) frame.Show(True) if frame.rhelp.HasAnchor(name): frame.rhelp.ScrollToAnchor(name) def set_range(self, qmin_x, qmax_x, npts): """ Set the range for the plotted models @param qmin: minimum Q @param qmax: maximum Q @param npts: number of Q bins """ # Set the data members self.qmin_x = qmin_x self.qmax_x = qmax_x self.num_points = npts # Set the controls #For qmin and qmax, do not use format_number.(If do, qmin and max could be different from what is in the data.) """ self.qmin.SetValue(format_number(self.qmin_x)) self.qmax.SetValue(format_number(self.qmax_x)) self.npts.SetValue(format_number(self.num_points)) """ self.qmin.SetValue(str(self.qmin_x)) self.qmax.SetValue(str(self.qmax_x)) self.npts.SetValue(format_number(self.num_points)) def set_model_param_sizer(self, model): """ Build the panel from the model content @param model: the model selected in combo box for fitting purpose """ self.sizer3.Clear(True) self.parameters = [] self.param_toFit=[] self.fixed_param=[] self.orientation_params=[] self.orientation_params_disp=[] if model ==None: ##no model avaiable to draw sizer return box_description= wx.StaticBox(self, -1,str("Model Parameters")) boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL) sizer = wx.GridBagSizer(5,5) self.model = model self.set_model_description(self.model.description,self.sizer2) keys = self.model.getParamList() ##list of dispersion parameters self.disp_list=self.model.getDispParamList() keys.sort() iy = 1 ix = 0 self.text1_2 = wx.StaticText(self, -1, 'Names') sizer.Add(self.text1_2,(iy, ix),(1,1),\ wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) ix +=1 self.text2_4 = wx.StaticText(self, -1, '[Units]') sizer.Add(self.text2_4,(iy, ix),(1,1),\ wx.EXPAND|wx.ADJUST_MINSIZE, 0) #self.text2_4.Hide() ix +=1 self.text2_2 = wx.StaticText(self, -1, 'Values') sizer.Add(self.text2_2,(iy, ix),(1,1),\ wx.EXPAND|wx.ADJUST_MINSIZE, 0) for item in keys: if not item in self.disp_list and not item in self.model.orientation_params: iy += 1 ix = 0 name = wx.StaticText(self, -1,item) sizer.Add( name,( iy, ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) ix +=1 # Units try: units = wx.StaticText(self, -1, self.model.details[item][0], style=wx.ALIGN_LEFT) except: units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT) sizer.Add(units, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) ix += 1 value= self.model.getParam(item) ctl1 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=wx.TE_PROCESS_ENTER) ctl1.SetValue(str (format_number(value))) ctl1.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) ctl1.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) ctl1.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND) ##[cb state, name, value, "+/-", error of fit, min, max , units] self.parameters.append([None,item, ctl1, None,None, None, None,None]) iy+=1 sizer.Add((10,10),(iy,ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) for item in self.model.orientation_params: if not item in self.disp_list : iy += 1 ix = 0 name = wx.StaticText(self, -1,item) sizer.Add( name,( iy, ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) ix +=1 # Units try: units = wx.StaticText(self, -1, self.model.details[item][0], style=wx.ALIGN_LEFT) except: units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT) sizer.Add(units, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) ix += 1 value= self.model.getParam(item) ctl1 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=wx.TE_PROCESS_ENTER) ctl1.SetValue(str (format_number(value))) ctl1.Disable() ctl1.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) ctl1.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) ctl1.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND) ##[cb state, name, value, "+/-", error of fit, min, max , units] self.parameters.append([None,item, ctl1, None,None, None, None,None]) self.orientation_params.append([None,item, ctl1, None,None, None, None,None]) iy+=1 sizer.Add((10,10),(iy,ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) #Display units text on panel for item in keys: if self.model.details[item][0]!='': self.text2_4.Show() break else: self.text2_4.Hide() boxsizer1.Add(sizer) self.sizer3.Add(boxsizer1,0, wx.EXPAND | wx.ALL, 10) self.sizer3.Layout() self.SetScrollbars(20,20,200,100) class HelpWindow(wx.Frame): def __init__(self, parent, id, title): wx.Frame.__init__(self, parent, id, title, size=(570, 400)) from sans.models.CylinderModel import CylinderModel model = CylinderModel() #from sans.models.LineModel import LineModel #model = LineModel() from fitpanel import PageInfo myinfo = PageInfo(self,model) from models import ModelList mylist= ModelList() from sans.models.SphereModel import SphereModel from sans.models.SquareWellStructure import SquareWellStructure from sans.models.DebyeModel import DebyeModel from sans.models.LineModel import LineModel name= "shapes" list1= [SphereModel] mylist.set_list( name, list1) name= "Shape-independent" list1= [DebyeModel] mylist.set_list( name, list1) name= "Structure Factors" list1= [SquareWellStructure] mylist.set_list( name, list1) name= "Added models" list1= [LineModel] mylist.set_list( name, list1) myinfo.model_list_box = mylist.get_list() self.page = ModelPage(self, myinfo) self.Centre() self.Show(True) if __name__=="__main__": app = wx.App() HelpWindow(None, -1, 'HelpWindow') app.MainLoop()