fitpage.py @ 60c7011

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalccostrafo411magnetic_scattrelease-4.1.1release-4.1.2release-4.2.2release_4.0.1ticket-1009ticket-1094-headlessticket-1242-2d-resolutionticket-1243ticket-1249ticket885unittest-saveload

Last change on this file since 60c7011 was cc31608, checked in by Gervaise Alina <gervyh@…>, 13 years ago
working on batch fit
Property mode set to `100644`
File size: 121.7 KB

Rev	Line
[d1e0473]	1
	2
[c77d859]	3	import sys
	4	import wx
	5	import wx.lib.newevent
	6	import numpy
	7	import copy
	8	import math
[7975f2b]	9	import time
[c77d859]	10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
[7609f1a]	11	from DataLoader.data_info import Data1D
[cc31608]	12	from sans.guiframe.events import StatusEvent
	13	from sans.guiframe.events import NewPlotEvent
[85b3971]	14	from sans.guiframe.utils import format_number,check_float
[7609f1a]	15
[f72333f]	16	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
[eda428b]	17	_BOX_WIDTH = 76
[a5701e6]	18	_DATA_BOX_WIDTH = 300
[ba1f0b2]	19	SMEAR_SIZE_L = 0.00
	20	SMEAR_SIZE_H = 0.00
[7609f1a]	21
[c77d859]	22	import basepage
	23	from basepage import BasicPage
[b787e68c]	24	from basepage import PageInfoEvent
[e4957fb]	25	from sans.models.qsmearing import smear_selection
[c77d859]	26
[e030625]	27
[c77d859]	28	class FitPage(BasicPage):
	29	"""
[5062bbf]	30	FitPanel class contains fields allowing to display results when
	31	fitting a model and one data
	32
	33	:note: For Fit to be performed the user should check at least one parameter
[c77d859]	34	on fit Panel window.
	35	"""
[7975f2b]	36
[6bbeacd4]	37	def __init__(self,parent, color='rand'):
[c77d859]	38	"""
[5062bbf]	39	Initialization of the Panel
[c77d859]	40	"""
[6bbeacd4]	41	BasicPage.__init__(self, parent, color=color)
[88f286d]	42
[b787e68c]	43	## draw sizer
[cc31608]	44	self._fill_data_sizer()
[2296316]	45	self.is_2D = None
[f22e626]	46	self.fit_started = False
[7609f1a]	47	# get smear info from data
	48	self._get_smear_info()
[c77d859]	49	self._fill_model_sizer( self.sizer1)
[7609f1a]	50	self._get_defult_custom_smear()
[cfc0913]	51	self._fill_range_sizer()
[6bbeacd4]	52	self._set_smear(self.data)
[f72333f]	53	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
[2296316]	54	# bind key event
	55	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
[982e953]	56	self._set_bookmark_flag(False)
	57	self._set_save_flag(False)
[aad74b3]	58	self._set_preview_flag(False)
[07c8630]	59	self._set_copy_flag(False)
	60	self._set_paste_flag(False)
[716da5e]	61	self.btFit.SetFocus()
[cc31608]	62	self.fill_data_combobox(data_list=self.data_list)
	63
	64
	65	def _fill_data_sizer(self):
	66	"""
	67	fill sizer 0 with data info
	68	"""
	69	box_description= wx.StaticBox(self, -1, 'I(q) Data Source')
	70	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	71	#----------------------------------------------------------
	72	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
	73	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	74	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
	75	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
	76	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
	77	sizer_data.Add(self.dataSource)
	78	sizer_data.Add( (0,5) )
	79	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
	80	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	81	self.sizer0.Layout()
	82
	83	def enable_datasource(self):
	84	"""
	85	Enable or disable data source control depending on existing data
	86	"""
	87	if not self.data_list:
	88	self.dataSource.Disable()
	89	else:
	90	self.dataSource.Enable()
	91
	92	def fill_data_combobox(self, data_list):
	93	"""
	94	Get a list of data and fill the corresponding combobox
	95	"""
	96	self.dataSource.Clear()
	97	self.data_list = data_list
	98	self.enable_datasource()
	99	for data in self.data_list:
	100	if data is not None:
	101	self.dataSource.Append(str(data.name), clientData=data)
	102	self.dataSource.SetSelection(0)
	103	self.on_select_data(event=None)
	104
	105	def on_select_data(self, event=None):
	106	"""
	107	"""
	108	if event is None and self.dataSource.GetCount() > 0:
	109	data = self.dataSource.GetClientData(0)
	110	self.set_data(data)
	111	elif self.dataSource.GetCount() > 0:
	112	pos = self.dataSource.GetSelection()
	113	data = self.dataSource.GetClientData(pos)
	114	self.set_data(data)
	115
	116
[9466f2d6]	117
[66ff250]	118	def _on_fit_complete(self):
[34a0c17]	119	"""
[5062bbf]	120	When fit is complete ,reset the fit button label.
[34a0c17]	121	"""
[66ff250]	122	self.btFit.SetLabel("Fit")
	123	self.bind_fit_button()
[34a0c17]	124
[f72333f]	125	def _is_2D(self):
	126	"""
[5062bbf]	127	Check if data_name is Data2D
	128
	129	:return: True or False
	130
[f72333f]	131	"""
[ba1f0b2]	132	if self.data.__class__.__name__ == "Data2D" or \
	133	self.enable2D:
[f72333f]	134	return True
	135	return False
	136
[66ff250]	137	def _on_engine_change(self, name):
[77e23a2]	138	"""
[66ff250]	139	get the current name of the fit engine type
	140	and update the panel accordingly
[77e23a2]	141	"""
[66ff250]	142
	143	self.engine_type = str(name)
[0b12abb5]	144	self.state.engine_type = self.engine_type
[9e87b76]	145	if not self.is_mac:
	146	if len(self.parameters) == 0:
	147	self.Layout()
	148	return
[edd166b]	149	self.Layout()
[9e87b76]	150	self.Refresh()
[66ff250]	151
[6bbeacd4]	152
	153
[c77d859]	154	def _fill_range_sizer(self):
	155	"""
[5062bbf]	156	Fill the sizer containing the plotting range
	157	add access to npts
[c77d859]	158	"""
[51a71a3]	159	is_2Ddata = False
	160
	161	# Check if data is 2D
[ba1f0b2]	162	if self.data.__class__.__name__ == "Data2D" or \
	163	self.enable2D:
[51a71a3]	164	is_2Ddata = True
	165
[ff8f99b]	166	title = "Fitting"
[7609f1a]	167	#smear messages & titles
	168	smear_message_none = "No smearing is selected..."
	169	smear_message_dqdata = "The dQ data is being used for smearing..."
[f72333f]	170	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
[7609f1a]	171	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
	172	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
[2296316]	173	smear_message_2d_x_title = "<dQp>[1/A]:"
	174	smear_message_2d_y_title = "<dQs>[1/A]:"
[f72333f]	175	smear_message_pinhole_min_title = "dQ_low[1/A]:"
	176	smear_message_pinhole_max_title = "dQ_high[1/A]:"
[7609f1a]	177	smear_message_slit_height_title = "Slit height[1/A]:"
	178	smear_message_slit_width_title = "Slit width[1/A]:"
	179
	180	self._get_smear_info()
[c77d859]	181
[51a71a3]	182	#Sizers
	183	box_description_range = wx.StaticBox(self, -1,str(title))
	184	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
[7609f1a]	185	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
[c77d859]	186	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
[7609f1a]	187	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
	188	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
	189	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
	190	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
	191	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
	192	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
[0cf97c5]	193	sizer_fit = wx.GridSizer(2, 4, 2, 6)
[2012eae]	194
[f72333f]	195	# combobox for smear2d accuracy selection
	196	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
	197	self._set_accuracy_list()
	198	self.smear_accuracy.SetValue(self.smear2d_accuracy)
	199	self.smear_accuracy.SetSelection(0)
	200	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
	201
	202	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
	203
[2012eae]	204	#Fit button
	205	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
[e030625]	206	self.default_bt_colour = self.btFit.GetDefaultAttributes()
[29bf83b]	207	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
[2012eae]	208	self.btFit.SetToolTipString("Start fitting.")
[7609f1a]	209
[f72333f]	210	#textcntrl for custom resolution
	211	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	212	text_enter_callback = self.onPinholeSmear)
[f72333f]	213	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	214	text_enter_callback = self.onPinholeSmear)
[f72333f]	215	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	216	text_enter_callback = self.onSlitSmear)
[f72333f]	217	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	218	text_enter_callback = self.onSlitSmear)
[f72333f]	219
	220	## smear
	221	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
[7609f1a]	222	self.smear_data_left.SetValue(str(self.dq_l))
[f72333f]	223	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
[7609f1a]	224	self.smear_data_right.SetValue(str(self.dq_r))
	225
[f72333f]	226	#set default values for smear
[7609f1a]	227	self.smear_pinhole_max.SetValue(str(self.dx_max))
	228	self.smear_pinhole_min.SetValue(str(self.dx_min))
	229	self.smear_slit_height.SetValue(str(self.dxl))
	230	self.smear_slit_width.SetValue(str(self.dxw))
	231
[c77d859]	232	#Filling the sizer containing instruments smearing info.
[7609f1a]	233	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
	234	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
	235	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
	236	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
	237	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
	238	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
	239	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
[c77d859]	240	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
	241	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
[7609f1a]	242	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
	243	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
[ff8f99b]	244	self.disable_smearer.SetValue(True)
[c77d859]	245
[7609f1a]	246	# add 4 types of smearing to the sizer
	247	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
[c77d859]	248	sizer_smearer.Add((10,10))
[7609f1a]	249	sizer_smearer.Add( self.enable_smearer)
	250	sizer_smearer.Add((10,10))
	251	sizer_smearer.Add( self.pinhole_smearer )
	252	sizer_smearer.Add((10,10))
	253	sizer_smearer.Add( self.slit_smearer )
	254	sizer_smearer.Add((10,10))
	255
[51a71a3]	256	# StaticText for chi2, N(for fitting), Npts
	257	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
[e9875db]	258	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
[51a71a3]	259	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
[0cf97c5]	260	self.Npts_fit.SetToolTipString(\
	261	" Npts : number of points selected for fitting")
	262	self.Npts_total = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	263	style=wx.TE_PROCESS_ENTER,
	264	text_enter_callback=self._onQrangeEnter)
	265	self.Npts_total.SetValue(format_number(self.npts_x))
	266	self.Npts_total.SetToolTipString(\
	267	" Total Npts : total number of data points")
	268
[2296316]	269	# Update and Draw button
	270	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
[0cf97c5]	271	self.draw_button.Bind(wx.EVT_BUTTON, \
	272	self._onDraw,id= self.draw_button.GetId())
[2296316]	273	self.draw_button.SetToolTipString("Compute and Draw.")
	274
[51a71a3]	275	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
[0cf97c5]	276	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
	277	box_description_3= wx.StaticText(self, -1,'Total Npts')
	278	box_description_3.SetToolTipString( \
	279	" Total Npts : total number of data points")
[2296316]	280	#box_description_4= wx.StaticText(self, -1,' ')
[7609f1a]	281
[2012eae]	282
[51a71a3]	283	sizer_fit.Add(box_description_1,0,0)
	284	sizer_fit.Add(box_description_2,0,0)
	285	sizer_fit.Add(box_description_3,0,0)
[2296316]	286	sizer_fit.Add(self.draw_button,0,0)
[51a71a3]	287	sizer_fit.Add(self.tcChi,0,0)
	288	sizer_fit.Add(self.Npts_fit ,0,0)
	289	sizer_fit.Add(self.Npts_total,0,0)
	290	sizer_fit.Add(self.btFit,0,0)
	291
	292	# StaticText for smear
	293	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
[7609f1a]	294	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
	295	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
	296	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
[f72333f]	297	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
	298	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
[7609f1a]	299	self.smear_description_smear_type.SetValue(str(self.dq_l))
	300	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
	301	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
	302	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
	303	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
[f72333f]	304	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
[2296316]	305	self.smear_description_2d_x.SetToolTipString(" dQp(parallel) in q_r direction.")
[f72333f]	306	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
[2296316]	307	self.smear_description_2d_y.SetToolTipString(" dQs(perpendicular) in q_phi direction.")
[7609f1a]	308	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
	309	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
	310	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
	311	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
	312
	313	#arrange sizers
[51a71a3]	314	#boxsizer1.Add( self.tcChi )
[7609f1a]	315	self.sizer_set_smearer.Add(sizer_smearer )
	316	self.sizer_set_smearer.Add((10,10))
	317	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
	318	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
	319	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
	320	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
[f72333f]	321	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
	322	self.sizer_new_smear.Add( self.smear_accuracy )
[7609f1a]	323	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
	324	self.sizer_new_smear.Add((15,-1))
[f72333f]	325	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
[7609f1a]	326	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
	327	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
[f72333f]	328
[7609f1a]	329	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
	330	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
	331	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
	332	self.sizer_new_smear.Add((20,-1))
[f72333f]	333	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
[7609f1a]	334	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
	335	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
[f72333f]	336
[7609f1a]	337	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
	338	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
	339	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
	340
	341	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
	342	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
	343	self.sizer_set_smearer.Add((5,2))
	344	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
	345
[51a71a3]	346	# add all to chi2 sizer
	347	sizer_smearer_box.Add(self.sizer_set_smearer)
[7609f1a]	348	sizer_chi2.Add(sizer_smearer_box)
	349	sizer_chi2.Add((-1,5))
[cc31608]	350
[7609f1a]	351	# hide all smear messages and textctrl
	352	self._hide_all_smear_info()
	353
	354	# get smear_selection
[f867cd9]	355	self.current_smearer= smear_selection( self.data, self.model )
[83ad478]	356
[7609f1a]	357	# Show only the relevant smear messages, etc
	358	if self.current_smearer == None:
[51a71a3]	359	if not is_2Ddata:
[7609f1a]	360	self.smear_description_none.Show(True)
	361	self.enable_smearer.Disable()
	362	else:
[f72333f]	363	self.smear_description_none.Show(True)
	364	#self.smear_description_2d.Show(True)
	365	#self.pinhole_smearer.Disable()
[7609f1a]	366	self.slit_smearer.Disable()
[f72333f]	367	#self.enable_smearer.Disable()
[0f8f831]	368	if self.data == None:
	369	self.slit_smearer.Disable()
	370	self.pinhole_smearer.Disable()
	371	self.enable_smearer.Disable()
[7609f1a]	372	else: self._show_smear_sizer()
[51a71a3]	373	boxsizer_range.Add(self.sizer_set_masking)
[6bbeacd4]	374	#2D data? default
	375	is_2Ddata = False
[7609f1a]	376
[6bbeacd4]	377	#check if it is 2D data
[ba1f0b2]	378	if self.data.__class__.__name__ == "Data2D" or \
	379	self.enable2D:
[6bbeacd4]	380	is_2Ddata = True
	381
	382	self.sizer5.Clear(True)
	383
[f95301b]	384	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
[6bbeacd4]	385	style=wx.TE_PROCESS_ENTER,
	386	text_enter_callback = self._onQrangeEnter)
[f95301b]	387	self.qmin.SetValue(str(self.qmin_x))
	388	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
[6bbeacd4]	389
	390	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
	391	style=wx.TE_PROCESS_ENTER,
	392	text_enter_callback=self._onQrangeEnter)
	393	self.qmax.SetValue(str(self.qmax_x))
	394	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
[0cf97c5]	395	"""
[6bbeacd4]	396	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	397	style=wx.TE_PROCESS_ENTER,
	398	text_enter_callback=self._onQrangeEnter)
	399	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
	400	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
[0cf97c5]	401	"""
[6bbeacd4]	402	id = wx.NewId()
	403	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
	404
	405	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
	406	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
	407
	408	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
[0cf97c5]	409	sizer= wx.GridSizer(2, 4, 2, 6)
[6bbeacd4]	410
	411	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
	412	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
	413	self.btEditMask.SetToolTipString("Edit Mask.")
	414	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
	415
	416	sizer.Add(wx.StaticText(self, -1, 'Q range'))
	417	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
	418	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
	419	sizer.Add(self.EditMask_title)
[0cf97c5]	420	#sizer.Add(wx.StaticText(self, -1, ''))
[6bbeacd4]	421	sizer.Add(self.reset_qrange)
[f95301b]	422	sizer.Add(self.qmin)
[6bbeacd4]	423	sizer.Add(self.qmax)
[0cf97c5]	424	#sizer.Add(self.theory_npts_tcrtl)
[6bbeacd4]	425	sizer.Add(self.btEditMask)
	426	boxsizer_range.Add(sizer_chi2)
	427	boxsizer_range.Add((10,10))
	428	boxsizer_range.Add(sizer)
	429
	430	boxsizer_range.Add((10,15))
	431	boxsizer_range.Add(sizer_fit)
	432	if is_2Ddata:
	433	self.btEditMask.Enable()
	434	self.EditMask_title.Enable()
	435	else:
	436	self.btEditMask.Disable()
	437	self.EditMask_title.Disable()
	438	## save state
	439	self.save_current_state()
	440	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
	441	self.sizer5.Layout()
	442
[813334e]	443
[c77d859]	444	def _fill_model_sizer(self, sizer):
	445	"""
[5062bbf]	446	fill sizer containing model info
[c77d859]	447	"""
[7ad6ff5]	448	##Add model function Details button in fitpanel.
[ff8f99b]	449	##The following 3 lines are for Mac. Let JHC know before modifying...
	450	title = "Model"
[e4c9030]	451	self.formfactorbox = None
	452	self.multifactorbox = None
[88f286d]	453	self.mbox_description= wx.StaticBox(self, -1,str(title))
	454	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
	455
[7ad6ff5]	456	id = wx.NewId()
[e3a76c8]	457	self.model_help =wx.Button(self,id,'Details', size=(80,23))
[7ad6ff5]	458	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
	459	self.model_help.SetToolTipString("Model Function Help")
[a5701e6]	460	id = wx.NewId()
[6371c9c]	461	self.model_view = wx.Button(self, id,"1D Mode", size=(80, 23))
[a5701e6]	462	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
[8e33400]	463	hint = "toggle view of model from 1D to 2D or 2D to 1D"
[a5701e6]	464	self.model_view.SetToolTipString(hint)
	465
	466	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes', style=wx.RB_GROUP)
	467	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
	468	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
	469	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
	470
	471	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	472	id= self.shape_rbutton.GetId())
	473	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	474	id= self.shape_indep_rbutton.GetId())
	475	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	476	id= self.struct_rbutton.GetId())
	477	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	478	id= self.plugin_rbutton.GetId())
	479	#MAC needs SetValue
	480	self.shape_rbutton.SetValue(True)
	481
	482	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
	483	sizer_radiobutton.Add(self.shape_rbutton)
	484	sizer_radiobutton.Add(self.shape_indep_rbutton)
	485	#sizer_radiobutton.Add((5, 5))
	486	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
	487	sizer_radiobutton.Add(self.plugin_rbutton)
	488	sizer_radiobutton.Add(self.struct_rbutton)
	489	#sizer_radiobutton.Add((5, 5))
	490	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
	491
	492	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
	493	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
	494
	495	self.text1 = wx.StaticText(self,-1,"" )
	496	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
	497	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
	498	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
	499	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
	500	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
	501
	502	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
	503	if self.model!= None:
	504	self.formfactorbox.SetValue(self.model.name)
	505	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	506	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	507	self.initialize_combox()
	508	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
[9466f2d6]	509
[a5701e6]	510	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
	511	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
	512	## check model type to show sizer
	513	if self.model !=None:
	514	self._set_model_sizer_selection(self.model)
	515
	516	sizer_selection.Add(self.text1)
	517	sizer_selection.Add((5, 5))
	518	sizer_selection.Add(self.formfactorbox)
	519	sizer_selection.Add((5, 5))
	520	sizer_selection.Add(self.text2)
	521	sizer_selection.Add((5, 5))
	522	sizer_selection.Add(self.structurebox)
	523
	524	mutifactor_selection.Add((10,5))
	525	mutifactor_selection.Add(self.mutifactor_text)
	526	mutifactor_selection.Add(self.multifactorbox)
	527	mutifactor_selection.Add((5, 5))
	528	mutifactor_selection.Add(self.mutifactor_text1)
	529	mutifactor_selection.Add((10, 5))
	530	mutifactor_selection.Add(self.show_sld_button)
	531
	532
	533	boxsizer1.Add(sizer_radiobutton)
	534	boxsizer1.Add((10, 10))
	535	boxsizer1.Add(sizer_selection)
	536	boxsizer1.Add((10, 10))
	537	boxsizer1.Add(mutifactor_selection)
	538
	539	self._set_multfactor_combobox()
	540	self.multifactorbox.SetSelection(1)
	541	self.show_sld_button.Hide()
	542	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	543	sizer.Layout()
[5062bbf]	544
[2296316]	545	def _set_sizer_dispersion(self):
[c77d859]	546	"""
[5062bbf]	547	draw sizer with gaussian dispersity parameters
[c77d859]	548	"""
	549	self.fittable_param=[]
	550	self.fixed_param=[]
[60132ef]	551	self.orientation_params_disp=[]
[920a6e5]	552
[c77d859]	553	self.sizer4_4.Clear(True)
	554	if self.model==None:
	555	##no model is selected
	556	return
	557	if not self.enable_disp.GetValue():
	558	## the user didn't select dispersity display
	559	return
[b421b1a]	560
[376916c]	561	self._reset_dispersity()
[b421b1a]	562
[2296316]	563	## fill a sizer with the combobox to select dispersion type
	564	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
	565	model_disp = wx.StaticText(self, -1, 'Function')
	566
	567	import sans.models.dispersion_models
	568	self.polydisp= sans.models.dispersion_models.models
[b421b1a]	569
[2296316]	570	ix = 0
	571	iy = 0
[52efcc5]	572	disp = wx.StaticText(self, -1, ' ')
[c77d859]	573	self.sizer4_4.Add(disp,( iy, ix),(1,1),
	574	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	575	ix += 1
[2296316]	576	values = wx.StaticText(self, -1, 'PD[ratio]')
[01b6bd0]	577	polytext = "Polydispersity (= STD/mean); "
	578	polytext += "the standard deviation over the mean value."
	579	values.SetToolTipString(polytext)
[d7b7156]	580
	581	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
	582	0)
[c77d859]	583	ix +=2
[e5a1c31]	584	if self.is_mac:
	585	err_text = 'Error'
	586	else:
	587	err_text = ''
	588	self.text_disp_1 = wx.StaticText(self, -1, err_text)
[c77d859]	589	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
	590	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	591
	592
	593	ix +=1
	594	self.text_disp_min = wx.StaticText(self, -1, 'Min')
	595	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
	596	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	597
[920a6e5]	598	ix +=1
	599	self.text_disp_max = wx.StaticText(self, -1, 'Max')
	600	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
	601	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[339b563]	602
[c77d859]	603	ix += 1
	604	npts = wx.StaticText(self, -1, 'Npts')
[d7b7156]	605	npts.SetToolTipString("Number of sampling points for the numerical\n\
	606	integration over the distribution function.")
[c77d859]	607	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	608	ix += 1
[2296316]	609	nsigmas = wx.StaticText(self, -1, 'Nsigs')
[d7b7156]	610	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
	611	of the distribution function will be used for weighting. \n\
	612	The value '3' covers 99.5% for Gaussian distribution \n\
[01b6bd0]	613	function. Note: Not recommended to change this value.")
[d7b7156]	614	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
	615	0)
[2296316]	616	ix +=1
	617	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
	618	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	619
	620	if self.engine_type=="park":
	621	self.text_disp_max.Show(True)
	622	self.text_disp_min.Show(True)
[6dc9ad8]	623
[c77d859]	624	for item in self.model.dispersion.keys():
[780d095]	625	if not item in self.model.orientation_params:
[edd166b]	626	if not self.disp_cb_dict.has_key(item):
	627	self.disp_cb_dict[item]= None
[d7b7156]	628	name0="Distribution of " + item
[780d095]	629	name1=item+".width"
	630	name2=item+".npts"
	631	name3=item+".nsigmas"
[c99a6c5]	632	if not self.model.details.has_key(name1):
[b421b1a]	633	self.model.details [name1] = ["",None,None]
[c99a6c5]	634
[780d095]	635	iy += 1
	636	for p in self.model.dispersion[item].keys():
	637
	638	if p=="width":
	639	ix = 0
[d7b7156]	640	cb = wx.CheckBox(self, -1, name0, (10, 10))
[2296316]	641	cb.SetToolTipString("Check mark to fit")
[780d095]	642	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	643	self.sizer4_4.Add( cb,( iy, ix),(1,1),
[d7b7156]	644	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
[2296316]	645	5)
[780d095]	646	ix = 1
	647	value= self.model.getParam(name1)
[2296316]	648	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
[d7b7156]	649	,style=wx.TE_PROCESS_ENTER)
[01b6bd0]	650	ctl1.SetLabel('PD[ratio]')
	651	poly_text = "Polydispersity (STD/mean) of %s\n" % item
	652	poly_text += "STD: the standard deviation"
	653	poly_text += " from the mean value."
	654	ctl1.SetToolTipString(poly_text)
[2296316]	655	ctl1.SetValue(str (format_number(value, True)))
[780d095]	656	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
	657	## text to show error sign
	658	ix = 2
	659	text2=wx.StaticText(self, -1, '+/-')
	660	self.sizer4_4.Add(text2,(iy, ix),(1,1),
	661	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[ce92ded]	662	if not self.is_mac:
	663	text2.Hide()
[b421b1a]	664
[780d095]	665	ix = 3
[2296316]	666	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
[d7b7156]	667	style=0)
[eacf1d66]	668
[d7b7156]	669	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
	670	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[ce92ded]	671	if not self.is_mac:
	672	ctl2.Hide()
[eacf1d66]	673
[920a6e5]	674	ix = 4
[d7b7156]	675	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
	676	20), style=wx.TE_PROCESS_ENTER,
	677	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	678
[d7b7156]	679	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
	680	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	681
[920a6e5]	682
	683	ix = 5
[d7b7156]	684	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
	685	20), style=wx.TE_PROCESS_ENTER,
	686	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	687
[d7b7156]	688	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
	689	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[eacf1d66]	690
[920a6e5]	691
	692	if self.engine_type=="park":
	693	ctl3.Show(True)
	694	ctl4.Show(True)
[2296316]	695
[780d095]	696	elif p=="npts":
[920a6e5]	697	ix = 6
[780d095]	698	value= self.model.getParam(name2)
[d7b7156]	699	Tctl = self.ModelTextCtrl(self, -1,
[2296316]	700	size=(_BOX_WIDTH/2.2,20),
[780d095]	701	style=wx.TE_PROCESS_ENTER)
[1a94c36]	702
[780d095]	703	Tctl.SetValue(str (format_number(value)))
	704	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
	705	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	706	self.fixed_param.append([None,name2, Tctl,None,None,
	707	None, None,None])
	708	elif p=="nsigmas":
[920a6e5]	709	ix = 7
[780d095]	710	value= self.model.getParam(name3)
[d7b7156]	711	Tct2 = self.ModelTextCtrl(self, -1,
[2296316]	712	size=(_BOX_WIDTH/2.2,20),
[780d095]	713	style=wx.TE_PROCESS_ENTER)
[1a94c36]	714
[c985bef]	715	Tct2.SetValue(str (format_number(value)))
	716	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
[780d095]	717	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	718	#ix +=1
	719	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
	720	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	721
[2296316]	722	self.fixed_param.append([None, name3, Tct2,
	723	None, None, None,
	724	None, None])
	725
	726
	727	ix = 8
	728	disp_box = wx.ComboBox(self, -1,size=(65,-1),
	729	style=wx.CB_READONLY, name = '%s'% name1)
	730	for key, value in self.polydisp.iteritems():
	731	name_disp = str(key)
	732	disp_box.Append(name_disp,value)
	733	disp_box.SetStringSelection("gaussian")
	734	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
	735	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
	736	self.fittable_param.append([cb,name1,ctl1,text2,
	737	ctl2, ctl3, ctl4, disp_box])
	738
[780d095]	739	ix =0
	740	iy +=1
[d7b7156]	741	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
	742	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	743	first_orient = True
[780d095]	744	for item in self.model.dispersion.keys():
	745	if item in self.model.orientation_params:
[edd166b]	746	if not self.disp_cb_dict.has_key(item):
	747	self.disp_cb_dict[item]= None
[d7b7156]	748	name0="Distribution of " + item
[780d095]	749	name1=item+".width"
	750	name2=item+".npts"
	751	name3=item+".nsigmas"
[d7b7156]	752
[c99a6c5]	753	if not self.model.details.has_key(name1):
[b421b1a]	754	self.model.details [name1] = ["",None,None]
	755
	756
[780d095]	757	iy += 1
	758	for p in self.model.dispersion[item].keys():
	759
	760	if p=="width":
	761	ix = 0
[d7b7156]	762	cb = wx.CheckBox(self, -1, name0, (10, 10))
[2296316]	763	cb.SetToolTipString("Check mark to fit")
[780d095]	764	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	765	self.sizer4_4.Add( cb,( iy, ix),(1,1),
[d7b7156]	766	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
[2296316]	767	5)
[ba1f0b2]	768	if self.data.__class__.__name__ == "Data2D" or \
	769	self.enable2D:
[6dc9ad8]	770	cb.Show(True)
[c99a6c5]	771	elif cb.IsShown():
[6dc9ad8]	772	cb.Hide()
[780d095]	773	ix = 1
	774	value= self.model.getParam(name1)
[2296316]	775	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
[d7b7156]	776	20),style=wx.TE_PROCESS_ENTER)
[01b6bd0]	777	poly_tip = "Absolute Sigma for %s." % item
	778	ctl1.SetToolTipString(poly_tip)
[2296316]	779	ctl1.SetValue(str (format_number(value, True)))
[ba1f0b2]	780	if self.data.__class__.__name__ == "Data2D" or \
	781	self.enable2D:
[d7b7156]	782	if first_orient:
[01b6bd0]	783	values.SetLabel('PD[ratio], Sig[deg]')
	784	poly_text = "PD(polydispersity for lengths):\n"
	785	poly_text += "It should be a value between"
	786	poly_text += "0 and 1\n"
	787	poly_text += "Sigma for angles: \n"
	788	poly_text += "It is the STD (ratio*mean)"
[2b0f822]	789	poly_text += " of the distribution.\n "
[01b6bd0]	790
	791	values.SetToolTipString(poly_text)
[d7b7156]	792	first_orient = False
[6dc9ad8]	793	ctl1.Show(True)
[c99a6c5]	794	elif ctl1.IsShown():
[6dc9ad8]	795	ctl1.Hide()
[d7b7156]	796
[780d095]	797	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
	798	## text to show error sign
	799	ix = 2
	800	text2=wx.StaticText(self, -1, '+/-')
	801	self.sizer4_4.Add(text2,(iy, ix),(1,1),
	802	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[e792aee]	803
	804	text2.Hide()
[b421b1a]	805
[780d095]	806	ix = 3
[2296316]	807	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
[d7b7156]	808	style=0)
[b421b1a]	809
[d7b7156]	810	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
	811	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[e792aee]	812
	813	ctl2.Hide()
[1180528]	814	if self.data.__class__.__name__ == "Data2D" or \
	815	self.enable2D:
	816	if self.is_mac:
	817	text2.Show(True)
	818	ctl2.Show(True)
[920a6e5]	819
	820	ix = 4
[d7b7156]	821	ctl3 = self.ModelTextCtrl(self, -1,
	822	size=(_BOX_WIDTH/2,20),
	823	style=wx.TE_PROCESS_ENTER,
	824	text_enter_callback = self._onparamRangeEnter)
[eacf1d66]	825
[d7b7156]	826	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
	827	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[c99a6c5]	828
[920a6e5]	829	ctl3.Hide()
	830
	831	ix = 5
[d7b7156]	832	ctl4 = self.ModelTextCtrl(self, -1,
	833	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
	834	text_enter_callback = self._onparamRangeEnter)
	835	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
	836	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	837	ctl4.Hide()
	838
[ba1f0b2]	839	if self.data.__class__.__name__ == "Data2D" or \
	840	self.enable2D:
[920a6e5]	841	ctl3.Show(True)
[c99a6c5]	842	ctl4.Show(True)
[2296316]	843
[780d095]	844	elif p=="npts":
[920a6e5]	845	ix = 6
[780d095]	846	value= self.model.getParam(name2)
[d7b7156]	847	Tctl = self.ModelTextCtrl(self, -1,
[2296316]	848	size=(_BOX_WIDTH/2.2, 20),
[780d095]	849	style=wx.TE_PROCESS_ENTER)
[1a94c36]	850
[780d095]	851	Tctl.SetValue(str (format_number(value)))
[ba1f0b2]	852	if self.data.__class__.__name__ == "Data2D" or \
	853	self.enable2D:
[6dc9ad8]	854	Tctl.Show(True)
[780d095]	855	else:
[6dc9ad8]	856	Tctl.Hide()
[780d095]	857	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
	858	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	859	self.fixed_param.append([None,name2, Tctl,None,None,
	860	None, None,None])
[d7b7156]	861	self.orientation_params_disp.append([None,name2,
	862	Tctl,None,None,
[780d095]	863	None, None,None])
	864	elif p=="nsigmas":
[920a6e5]	865	ix = 7
[780d095]	866	value= self.model.getParam(name3)
[d7b7156]	867	Tct2 = self.ModelTextCtrl(self, -1,
[2296316]	868	size=(_BOX_WIDTH/2.2,20),
[780d095]	869	style=wx.TE_PROCESS_ENTER)
[1a94c36]	870
[c985bef]	871	Tct2.SetValue(str (format_number(value)))
[ba1f0b2]	872	if self.data.__class__.__name__ == "Data2D" or \
	873	self.enable2D:
[c985bef]	874	Tct2.Show(True)
[780d095]	875	else:
[c985bef]	876	Tct2.Hide()
	877	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
[780d095]	878	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	879
[7975f2b]	880
[c985bef]	881	self.fixed_param.append([None,name3, Tct2
[d7b7156]	882	,None,None, None, None,None])
[920a6e5]	883
[d7b7156]	884	self.orientation_params_disp.append([None,name3,
	885	Tct2 ,None,None, None, None,None])
	886
[2296316]	887
	888	ix = 8
	889	disp_box = wx.ComboBox(self, -1,size=(65,-1),
	890	style=wx.CB_READONLY, name = '%s'% name1)
	891	for key, value in self.polydisp.iteritems():
	892	name_disp = str(key)
	893	disp_box.Append(name_disp,value)
	894	disp_box.SetStringSelection("gaussian")
	895	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
	896	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
	897	self.fittable_param.append([cb,name1,ctl1,text2,
	898	ctl2, ctl3, ctl4, disp_box])
	899	self.orientation_params_disp.append([cb,name1,ctl1,
	900	text2, ctl2, ctl3, ctl4, disp_box])
	901
[ba1f0b2]	902	if self.data.__class__.__name__ == "Data2D" or \
	903	self.enable2D:
[2296316]	904	disp_box.Show(True)
	905	else:
	906	disp_box.Hide()
	907
	908
[b421b1a]	909	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
	910
[71f0373]	911	self.state.model = self.model.clone()
[240b9966]	912	## save state into
[4043c96]	913	self.state.cb1 = self.cb1.GetValue()
[920a6e5]	914	self._copy_parameters_state(self.parameters, self.state.parameters)
[240b9966]	915	self._copy_parameters_state(self.orientation_params_disp,
	916	self.state.orientation_params_disp)
[d7b7156]	917	self._copy_parameters_state(self.fittable_param,
	918	self.state.fittable_param)
[240b9966]	919	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
[d40a9cd]	920
	921
[c77d859]	922	wx.PostEvent(self.parent, StatusEvent(status=\
	923	" Selected Distribution: Gaussian"))
[b324aa9]	924	#Fill the list of fittable parameters
	925	self.select_all_param(event=None)
	926
[71f0373]	927	self.Layout()
[7975f2b]	928
[2296316]	929
	930	def _onDraw(self, event):
	931	"""
	932	Update and Draw the model
	933	"""
	934	if self.model ==None:
	935	msg="Please select a Model first..."
	936	wx.MessageBox(msg, 'Info')
[06aa2eeb]	937
[2296316]	938	return
	939	flag = self._update_paramv_on_fit()
	940	self._onparamEnter_helper()
	941	if not flag:
	942	msg= "The parameters are invalid"
	943	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
	944	return
	945
	946
[c77d859]	947	def _onFit(self, event):
	948	"""
[5062bbf]	949	Allow to fit
[c77d859]	950	"""
[054c10a]	951	if event != None:
	952	event.Skip()
[dc613d6]	953	if len(self.parent._manager.fit_thread_list)>0 and\
	954	self.parent._manager._fit_engine != "park":
	955	msg = "The FitEnging will be set to 'ParkMC'\n"
	956	msg += " to fit with more than one data set..."
	957	wx.MessageBox(msg, 'Info')
	958	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
	959	# "Fitting: %s"%msg))
	960
[504dd9f5]	961	if self.data is None:
[ecfcef6]	962	msg = "Please get Data first..."
[504dd9f5]	963	wx.MessageBox(msg, 'Info')
	964	wx.PostEvent(self._manager.parent, StatusEvent(status=\
	965	"Fit: %s" % msg))
	966	return
	967	if self.model is None:
	968	msg = "Please select a Model first..."
[4470b10]	969	wx.MessageBox(msg, 'Info')
[90a7bbd]	970	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[2296316]	971	"Fit: %s"%msg, type="stop"))
[4470b10]	972	return
[ecfcef6]	973
	974	if len(self.param_toFit) <= 0:
	975	msg= "Select at least one parameter to fit"
	976	wx.MessageBox(msg, 'Info')
	977	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
	978	type="stop" ))
	979	return
	980
[85b3971]	981	flag = self._update_paramv_on_fit()
[acd0bda3]	982
[c77d859]	983	if not flag:
[7609f1a]	984	msg= "Fitting range or parameters are invalid"
[2296316]	985	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
	986	type="stop"))
[c77d859]	987	return
[ecfcef6]	988
[7975f2b]	989	self.select_param(event =None)
[acd0bda3]	990
[c99a6c5]	991	#Clear errors if exist from previous fitting
[edd166b]	992	#self._clear_Err_on_Fit()
[d0ce2c30]	993
[d7b7156]	994	# Remove or do not allow fitting on the Q=0 point, especially
	995	# when y(q=0)=None at x[0].
[f95301b]	996	self.qmin_x = float(self.qmin.GetValue())
[c13b8cc]	997	self.qmax_x = float( self.qmax.GetValue())
[dc613d6]	998	self._manager._reset_schedule_problem(value=0, uid=self.uid)
[66ff250]	999	self._manager.schedule_for_fit(uid=self.uid,value=1, fitproblem =None)
	1000	self._manager.set_fit_range(uid=self.uid,qmin= self.qmin_x,
[d7b7156]	1001	qmax= self.qmax_x)
[ad6dd4c]	1002
[c77d859]	1003	#single fit
[dc613d6]	1004	self._manager.onFit(uid=self.uid)
[66ff250]	1005	self.btFit.SetLabel("Stop")
	1006	self.bind_fit_button()
[cfbd06a]	1007
[f22e626]	1008
[66ff250]	1009	def bind_fit_button(self):
	1010	"""
	1011	bind the fit button to either fit handler or stop fit handler
	1012	"""
[29bf83b]	1013	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
[66ff250]	1014	if self.btFit.GetLabel().lower() == "stop":
[f22e626]	1015	self.fit_started = True
[29bf83b]	1016	self.btFit.SetForegroundColour('red')
	1017	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
[66ff250]	1018	id=self.btFit.GetId())
	1019	elif self.btFit.GetLabel().lower() == "fit":
[f22e626]	1020	self.fit_started = False
[e030625]	1021	self.btFit.SetDefault()
[29bf83b]	1022	self.btFit.SetForegroundColour('black')
[e030625]	1023	#self.btFit.SetBackgroundColour(self.default_bt_colour)
[29bf83b]	1024	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
[66ff250]	1025	id=self.btFit.GetId())
	1026	else:
	1027	msg = "FitPage: fit button has unknown label"
	1028	raise ValuerError, msg
	1029	self._manager._reset_schedule_problem(value=0)
	1030
[f22e626]	1031	def is_fitting(self):
	1032	if self.fit_started:
	1033	self._StopFit(event=None)
	1034
	1035	def _StopFit(self, event=None):
[ad6dd4c]	1036	"""
[5062bbf]	1037	Stop fit
[ad6dd4c]	1038	"""
[3ddc2c4]	1039	#time.sleep(0.1)
[5f2de0aa]	1040	if event != None:
	1041	event.Skip()
[66ff250]	1042	#if self.engine_type=="scipy":
	1043	self._manager.stop_fit(self.uid)
	1044	self._manager._reset_schedule_problem(value=0)
[db47703]	1045	self._on_fit_complete()
[66ff250]	1046
[0b12abb5]	1047	def _on_select_model(self, event=None):
[c77d859]	1048	"""
[5062bbf]	1049	call back for model selection
[6747217]	1050	"""
[9466f2d6]	1051
[70468a5]	1052	self.Show(False)
[59a7f2d]	1053	self._on_select_model_helper()
[70c57ebf]	1054	self.set_model_param_sizer(self.model)
[982e953]	1055	if self.model is None:
	1056	self._set_bookmark_flag(False)
[2657df9]	1057	self._keep.Enable(False)
[982e953]	1058	self._set_save_flag(False)
[3b605bb]	1059	self.enable_disp.SetValue(False)
	1060	self.disable_disp.SetValue(True)
[4043c96]	1061	try:
	1062	self.set_dispers_sizer()
	1063	except:
	1064	pass
[53ae26d]	1065	#self.btFit.SetFocus()
[6747217]	1066	self.state.enable_disp = self.enable_disp.GetValue()
	1067	self.state.disable_disp = self.disable_disp.GetValue()
	1068	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	1069	self.state.slit_smearer = self.slit_smearer.GetValue()
	1070
	1071	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
	1072	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
	1073
[9237df4]	1074	if self.model != None:
[07c8630]	1075	self._set_copy_flag(True)
	1076	self._set_paste_flag(True)
[1258aa3]	1077	if self.data != None:
	1078	self._set_bookmark_flag(True)
[2657df9]	1079	self._keep.Enable(True)
[f932c02]	1080	#self._set_save_flag(True)
[64bda1e]	1081	# Reset smearer, model and data
[6bbeacd4]	1082	self._set_smear(self.data)
[70c57ebf]	1083	try:
[6bbeacd4]	1084	# update smearer sizer
	1085	self.onSmear(None)
[64bda1e]	1086	temp_smear = None
[70c57ebf]	1087	if self.enable_smearer.GetValue():
[64bda1e]	1088	# Set the smearer environments
[6bbeacd4]	1089	temp_smear = self.smearer
[70c57ebf]	1090	except:
[66ff250]	1091	raise
[70c57ebf]	1092	## error occured on chisqr computation
[66ff250]	1093	#pass
[0b12abb5]	1094	## event to post model to fit to fitting plugins
	1095	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
[d9638fd]	1096
[6bbeacd4]	1097	## set smearing value whether or not
	1098	# the data contain the smearing info
	1099	evt = ModelEventbox(model=self.model,
	1100	smearer=temp_smear,
	1101	qmin=float(self.qmin_x),
[66ff250]	1102	uid=self.uid,
[6bbeacd4]	1103	qmax=float(self.qmax_x))
	1104
	1105	self._manager._on_model_panel(evt=evt)
[88f286d]	1106	self.mbox_description.SetLabel("Model [%s]" % str(self.model.name))
[0b12abb5]	1107	self.state.model = self.model.clone()
	1108	self.state.model.name = self.model.name
[88f286d]	1109
[0145a25]	1110
[6bbeacd4]	1111	if event != None:
[3595309d]	1112	## post state to fit panel
[e030625]	1113	new_event = PageInfoEvent(page = self)
	1114	wx.PostEvent(self.parent, new_event)
[9466f2d6]	1115	#update list of plugins if new plugin is available
	1116	if self.plugin_rbutton.GetValue():
	1117	temp = self.parent.update_model_list()
	1118	if temp:
	1119	self.model_list_box = temp
	1120	current_val = self.formfactorbox.GetValue()
	1121	pos = self.formfactorbox.GetSelection()
	1122	self._show_combox_helper()
	1123	self.formfactorbox.SetSelection(pos)
	1124	self.formfactorbox.SetValue(current_val)
[31f9c172]	1125	self._onDraw(event=None)
[0145a25]	1126	else:
	1127	self._draw_model()
[ce92ded]	1128	self.SetupScrolling()
[70468a5]	1129	self.Show(True)
[0b12abb5]	1130
[dd5949d]	1131	def _onparamEnter(self,event):
	1132	"""
[5062bbf]	1133	when enter value on panel redraw model according to changed
[dd5949d]	1134	"""
[4470b10]	1135	if self.model ==None:
	1136	msg="Please select a Model first..."
	1137	wx.MessageBox(msg, 'Info')
[90a7bbd]	1138	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
[4470b10]	1139	# "Parameters: %s"%msg))
	1140	return
	1141
[51a71a3]	1142	#default flag
[7975f2b]	1143	flag = False
[51a71a3]	1144	self.fitrange = True
	1145	#get event object
[dce84c0]	1146	tcrtl = event.GetEventObject()
	1147
[66ff250]	1148	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
	1149	# updating ... ",type="update"))
[edd166b]	1150	#Clear msg if previously shown.
	1151	msg= ""
	1152	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
[c99a6c5]	1153
[7975f2b]	1154	if check_float(tcrtl):
[2012eae]	1155	flag = self._onparamEnter_helper()
	1156	self.set_npts2fit()
[51a71a3]	1157	if self.fitrange:
	1158	temp_smearer = None
	1159	if not self.disable_smearer.GetValue():
	1160	temp_smearer= self.current_smearer
[d7b7156]	1161	## set smearing value whether or not
	1162	# the data contain the smearing info
[51a71a3]	1163	if self.slit_smearer.GetValue():
	1164	flag1 = self.update_slit_smear()
	1165	flag = flag or flag1
	1166	elif self.pinhole_smearer.GetValue():
	1167	flag1 = self.update_pinhole_smear()
	1168	flag = flag or flag1
[ba1f0b2]	1169	elif self.data.__class__.__name__ != "Data2D" and \
	1170	not self.enable2D:
[90a7bbd]	1171	self._manager.set_smearer(smearer=temp_smearer,
[ba1f0b2]	1172	enable2D=self.enable2D,
[66ff250]	1173	uid=self.uid,
[d7b7156]	1174	qmin= float(self.qmin_x),
[6bbeacd4]	1175	qmax= float(self.qmax_x),
	1176	draw=True)
[51a71a3]	1177	if flag:
[f72333f]	1178	#self.compute_chisqr(smearer= temp_smearer)
[51a71a3]	1179
	1180	## new state posted
	1181	if self.state_change:
	1182	#self._undo.Enable(True)
	1183	event = PageInfoEvent(page = self)
	1184	wx.PostEvent(self.parent, event)
	1185	self.state_change= False
	1186	else:
[d7b7156]	1187	# invalid fit range: do nothing here:
	1188	# msg already displayed in validate
	1189	return
[69bee6d]	1190	else:
[7975f2b]	1191	self.save_current_state()
[69bee6d]	1192	msg= "Cannot Plot :Must enter a number!!! "
	1193	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
[7609f1a]	1194
	1195	self.save_current_state()
	1196	return
	1197
[e2f7b92]	1198	def _onparamRangeEnter(self, event):
[920a6e5]	1199	"""
[5062bbf]	1200	Check validity of value enter in the parameters range field
[920a6e5]	1201	"""
[6bbeacd4]	1202	#if self.check_invalid_panel():
	1203	# return
[920a6e5]	1204	tcrtl= event.GetEventObject()
[edd166b]	1205	#Clear msg if previously shown.
	1206	msg= ""
	1207	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1208	# Flag to register when a parameter has changed.
	1209	is_modified = False
[920a6e5]	1210	if tcrtl.GetValue().lstrip().rstrip()!="":
	1211	try:
	1212	value = float(tcrtl.GetValue())
	1213	tcrtl.SetBackgroundColour(wx.WHITE)
[edd166b]	1214	self._check_value_enter(self.fittable_param ,is_modified)
	1215	self._check_value_enter(self.parameters ,is_modified)
[920a6e5]	1216	except:
	1217	tcrtl.SetBackgroundColour("pink")
[edd166b]	1218	msg= "Model Error:wrong value entered : %s"% sys.exc_value
	1219	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1220	return
[920a6e5]	1221	else:
	1222	tcrtl.SetBackgroundColour(wx.WHITE)
[e2f7b92]	1223
[edd166b]	1224	#self._undo.Enable(True)
	1225	self.save_current_state()
	1226	event = PageInfoEvent(page = self)
	1227	wx.PostEvent(self.parent, event)
	1228	self.state_change= False
[c69b6d5]	1229
[12eac73]	1230
	1231	def _onQrangeEnter(self, event):
	1232	"""
[5062bbf]	1233	Check validity of value enter in the Q range field
[12eac73]	1234	"""
[6bbeacd4]	1235	#if self.check_invalid_panel():
	1236	# return
[12eac73]	1237	tcrtl= event.GetEventObject()
	1238	#Clear msg if previously shown.
	1239	msg= ""
	1240	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1241	# Flag to register when a parameter has changed.
	1242	is_modified = False
	1243	if tcrtl.GetValue().lstrip().rstrip()!="":
	1244	try:
	1245	value = float(tcrtl.GetValue())
	1246	tcrtl.SetBackgroundColour(wx.WHITE)
	1247
	1248	# If qmin and qmax have been modified, update qmin and qmax
[f95301b]	1249	if self._validate_qrange( self.qmin, self.qmax):
	1250	tempmin = float(self.qmin.GetValue())
[12eac73]	1251	if tempmin != self.qmin_x:
	1252	self.qmin_x = tempmin
	1253	tempmax = float(self.qmax.GetValue())
	1254	if tempmax != self.qmax_x:
	1255	self.qmax_x = tempmax
	1256	else:
	1257	tcrtl.SetBackgroundColour("pink")
	1258	msg= "Model Error:wrong value entered : %s"% sys.exc_value
	1259	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1260	return
	1261
	1262	except:
	1263	tcrtl.SetBackgroundColour("pink")
	1264	msg= "Model Error:wrong value entered : %s"% sys.exc_value
	1265	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1266	return
	1267	#Check if # of points for theory model are valid(>0).
[51a71a3]	1268	# check for 2d
[ba64348]	1269	if self.data is not None:
[ba1f0b2]	1270	if self.data.__class__.__name__ == "Data2D" or \
	1271	self.enable2D:
[ba64348]	1272	# set mask
	1273	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
	1274	self.data.qy_data*self.data.qy_data )
	1275	index_data = ((self.qmin_x <= radius)& \
	1276	(radius<= self.qmax_x))
	1277	index_data = (index_data)&(self.data.mask)
	1278	index_data = (index_data)&(numpy.isfinite(self.data.data))
	1279	if len(index_data[index_data]) < 10:
	1280	msg = "Cannot Plot :No or too little npts in"
	1281	msg += " that data range!!! "
	1282	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1283	return
	1284	else:
	1285	self.data.mask = index_data
	1286	#self.Npts_fit.SetValue(str(len(self.data.mask)))
	1287	self.set_npts2fit()
[51a71a3]	1288	else:
[ba64348]	1289	index_data = ((self.qmin_x <= self.data.x)& \
	1290	(self.data.x <= self.qmax_x))
	1291	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
[0cf97c5]	1292	else:
	1293	self.npts_x = self.Npts_total.GetValue()
	1294	self._save_plotting_range()
	1295
[12eac73]	1296	else:
	1297	tcrtl.SetBackgroundColour("pink")
	1298	msg= "Model Error:wrong value entered!!!"
	1299	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1300
[f72333f]	1301	self._draw_model()
	1302	##update chi2
	1303	#self.compute_chisqr(smearer= temp_smearer)
[12eac73]	1304	#self._undo.Enable(True)
	1305	self.save_current_state()
	1306	event = PageInfoEvent(page = self)
	1307	wx.PostEvent(self.parent, event)
	1308	self.state_change= False
[51a71a3]	1309	return
[5062bbf]	1310
[edd166b]	1311	def _clear_Err_on_Fit(self):
	1312	"""
[5062bbf]	1313	hide the error text control shown
	1314	after fitting
[edd166b]	1315	"""
[ce92ded]	1316	if self.is_mac:
	1317	return
[edd166b]	1318	if hasattr(self,"text2_3"):
	1319	self.text2_3.Hide()
	1320
	1321	if len(self.parameters)>0:
	1322	for item in self.parameters:
	1323	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	1324	if self.data.__class__.__name__ != "Data2D" and \
	1325	not self.enable2D:
[edd166b]	1326	if item in self.orientation_params:
	1327	continue
	1328	if item in self.param_toFit:
	1329	continue
	1330	## hide statictext +/-
[1dd00f4]	1331	if len(item) < 4 :
	1332	continue
[edd166b]	1333	if item[3]!=None and item[3].IsShown():
	1334	item[3].Hide()
	1335	## hide textcrtl for error after fit
	1336	if item[4]!=None and item[4].IsShown():
	1337	item[4].Hide()
[7975f2b]	1338
[edd166b]	1339	if len(self.fittable_param)>0:
	1340	for item in self.fittable_param:
	1341	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	1342	if self.data.__class__.__name__ != "Data2D" and \
	1343	not self.enable2D:
[edd166b]	1344	if item in self.orientation_params:
	1345	continue
	1346	if item in self.param_toFit:
	1347	continue
[1dd00f4]	1348	if len(item) < 4 :
	1349	continue
[edd166b]	1350	## hide statictext +/-
	1351	if item[3]!=None and item[3].IsShown():
	1352	item[3].Hide()
	1353	## hide textcrtl for error after fit
	1354	if item[4]!=None and item[4].IsShown():
	1355	item[4].Hide()
	1356	return
[920a6e5]	1357
[7609f1a]	1358	def _get_defult_custom_smear(self):
	1359	"""
[5062bbf]	1360	Get the defult values for custum smearing.
[7609f1a]	1361	"""
	1362	# get the default values
	1363	if self.dxl == None: self.dxl = 0.0
	1364	if self.dxw == None: self.dxw = ""
	1365	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
	1366	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
	1367
	1368	def _get_smear_info(self):
	1369	"""
[5062bbf]	1370	Get the smear info from data.
	1371
	1372	:return: self.smear_type, self.dq_l and self.dq_r,
[d7b7156]	1373	respectively the type of the smear, dq_min and
	1374	dq_max for pinhole smear data
[7609f1a]	1375	while dxl and dxw for slit smear
[5062bbf]	1376
[7609f1a]	1377	"""
	1378
	1379	# default
	1380	self.smear_type = None
	1381	self.dq_l = None
	1382	self.dq_r = None
[f72333f]	1383	data = self.data
	1384	if self.data is None:
[7609f1a]	1385	return
[ba1f0b2]	1386	elif self.data.__class__.__name__ == "Data2D" or \
	1387	self.enable2D:
[f72333f]	1388	if data.dqx_data == None or data.dqy_data ==None:
	1389	return
[d7b7156]	1390	elif self.smearer != None and (data.dqx_data.any()!=0) and \
	1391	(data.dqx_data.any()!=0):
[f72333f]	1392	self.smear_type = "Pinhole2d"
	1393	self.dq_l = format_number(numpy.average(data.dqx_data))
	1394	self.dq_r = format_number(numpy.average(data.dqy_data))
	1395	return
	1396	else:
	1397	return
[7609f1a]	1398	# check if it is pinhole smear and get min max if it is.
	1399	if data.dx != None and all(data.dx !=0):
	1400	self.smear_type = "Pinhole"
[f72333f]	1401	self.dq_l = data.dx[0]
	1402	self.dq_r = data.dx[-1]
[7609f1a]	1403
	1404	# check if it is slit smear and get min max if it is.
	1405	elif data.dxl != None or data.dxw != None:
	1406	self.smear_type = "Slit"
	1407	if data.dxl != None and all(data.dxl !=0):
	1408	self.dq_l = data.dxl[0]
	1409	if data.dxw != None and all(data.dxw !=0):
[5062bbf]	1410	self.dq_r = data.dxw[0]
[7609f1a]	1411	#return self.smear_type,self.dq_l,self.dq_r
	1412
	1413	def _show_smear_sizer(self):
	1414	"""
[5062bbf]	1415	Show only the sizers depending on smear selection
[7609f1a]	1416	"""
[f72333f]	1417	# smear disabled
[7609f1a]	1418	if self.disable_smearer.GetValue():
	1419	self.smear_description_none.Show(True)
[f72333f]	1420	# 2Dsmear
	1421	elif self._is_2D():
	1422	self.smear_description_accuracy_type.Show(True)
	1423	self.smear_accuracy.Show(True)
	1424	self.smear_description_accuracy_type.Show(True)
	1425	self.smear_description_2d.Show(True)
	1426	self.smear_description_2d_x.Show(True)
	1427	self.smear_description_2d_y.Show(True)
	1428	if self.pinhole_smearer.GetValue():
	1429	self.smear_pinhole_min.Show(True)
	1430	self.smear_pinhole_max.Show(True)
	1431	# smear from data
[7609f1a]	1432	elif self.enable_smearer.GetValue():
[f72333f]	1433
[7609f1a]	1434	self.smear_description_dqdata.Show(True)
	1435	if self.smear_type != None:
	1436	self.smear_description_smear_type.Show(True)
	1437	if self.smear_type == 'Slit':
	1438	self.smear_description_slit_height.Show(True)
[f72333f]	1439	self.smear_description_slit_width.Show(True)
[7609f1a]	1440	elif self.smear_type == 'Pinhole':
	1441	self.smear_description_pin_min.Show(True)
	1442	self.smear_description_pin_max.Show(True)
[f72333f]	1443	self.smear_description_smear_type.Show(True)
	1444	self.smear_description_type.Show(True)
[7609f1a]	1445	self.smear_data_left.Show(True)
	1446	self.smear_data_right.Show(True)
[f72333f]	1447	# custom pinhole smear
[7609f1a]	1448	elif self.pinhole_smearer.GetValue():
[f72333f]	1449	if self.smear_type == 'Pinhole':
	1450	self.smear_message_new_p.Show(True)
	1451	self.smear_description_pin_min.Show(True)
	1452	self.smear_description_pin_max.Show(True)
	1453
[7609f1a]	1454	self.smear_pinhole_min.Show(True)
	1455	self.smear_pinhole_max.Show(True)
[f72333f]	1456	# custom slit smear
[7609f1a]	1457	elif self.slit_smearer.GetValue():
	1458	self.smear_message_new_s.Show(True)
	1459	self.smear_description_slit_height.Show(True)
	1460	self.smear_slit_height.Show(True)
	1461	self.smear_description_slit_width.Show(True)
	1462	self.smear_slit_width.Show(True)
	1463
	1464	def _hide_all_smear_info(self):
	1465	"""
[5062bbf]	1466	Hide all smearing messages in the set_smearer sizer
[7609f1a]	1467	"""
	1468	self.smear_description_none.Hide()
	1469	self.smear_description_dqdata.Hide()
	1470	self.smear_description_type.Hide()
	1471	self.smear_description_smear_type.Hide()
[f72333f]	1472	self.smear_description_accuracy_type.Hide()
	1473	self.smear_description_2d_x.Hide()
	1474	self.smear_description_2d_y.Hide()
[7609f1a]	1475	self.smear_description_2d.Hide()
[f72333f]	1476
	1477	self.smear_accuracy.Hide()
[7609f1a]	1478	self.smear_data_left.Hide()
	1479	self.smear_data_right.Hide()
	1480	self.smear_description_pin_min.Hide()
	1481	self.smear_pinhole_min.Hide()
	1482	self.smear_description_pin_max.Hide()
	1483	self.smear_pinhole_max.Hide()
	1484	self.smear_description_slit_height.Hide()
	1485	self.smear_slit_height.Hide()
	1486	self.smear_description_slit_width.Hide()
	1487	self.smear_slit_width.Hide()
	1488	self.smear_message_new_p.Hide()
	1489	self.smear_message_new_s.Hide()
	1490
[f72333f]	1491	def _set_accuracy_list(self):
	1492	"""
[5062bbf]	1493	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
[f72333f]	1494	"""
	1495	# list of accuracy choices
	1496	list = ['Low','Med','High','Xhigh']
	1497	for idx in range(len(list)):
	1498	self.smear_accuracy.Append(list[idx],idx)
	1499
[fb59ed9]	1500	def _set_fun_box_list(self,fun_box):
	1501	"""
	1502	Set the list of func for multifunctional models
	1503	"""
	1504	# Check if it is multi_functional model
[8960479]	1505	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
	1506	and not self.temp_multi_functional:
[fb59ed9]	1507	return None
	1508	# Get the func name list
	1509	list = self.model.fun_list
	1510	if len(list) == 0:
	1511	return None
	1512	# build function (combo)box
	1513	ind = 0
	1514	while(ind < len(list)):
	1515	for key, val in list.iteritems():
	1516	if (val == ind):
	1517	fun_box.Append(key,val)
	1518	break
	1519	ind += 1
	1520
[f72333f]	1521	def _on_select_accuracy(self,event):
	1522	"""
[5062bbf]	1523	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
[f72333f]	1524	"""
	1525	#event.Skip()
[4fbc93e]	1526	# Check if the accuracy is same as before
	1527	#self.smear2d_accuracy = event.GetEventObject().GetValue()
	1528	self.smear2d_accuracy = self.smear_accuracy.GetValue()
[f72333f]	1529	if self.pinhole_smearer.GetValue():
	1530	self.onPinholeSmear(event=None)
[4fbc93e]	1531	else:
	1532	self.onSmear(event=None)
	1533	if self.current_smearer != None:
[d7b7156]	1534	self.current_smearer.set_accuracy(accuracy =
	1535	self.smear2d_accuracy)
[f72333f]	1536	event.Skip()
[fb59ed9]	1537
	1538	def _on_fun_box(self,event):
	1539	"""
	1540	Select an func: Erf,Rparabola,LParabola
	1541	"""
	1542	fun_val = None
	1543	fun_box = event.GetEventObject()
	1544	name = fun_box.Name
	1545	value = fun_box.GetValue()
	1546	if self.model.fun_list.has_key(value):
	1547	fun_val = self.model.fun_list[value]
	1548
	1549	self.model.setParam(name,fun_val)
	1550	# save state
[d7b7156]	1551	self._copy_parameters_state(self.str_parameters,
	1552	self.state.str_parameters)
[fb59ed9]	1553	# update params
	1554	self._update_paramv_on_fit()
	1555	# draw
	1556	self._draw_model()
	1557	self.Refresh()
	1558	# get ready for new event
	1559	event.Skip()
[4fbc93e]	1560
[51a71a3]	1561	def _onMask(self, event):
	1562	"""
[5062bbf]	1563	Build a panel to allow to edit Mask
[51a71a3]	1564	"""
	1565
[d7b7156]	1566	from sans.guiframe.local_perspectives.plotting.masking \
	1567	import MaskPanel as MaskDialog
[51a71a3]	1568
[25952cd]	1569	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
[b9d68ff]	1570	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
[51a71a3]	1571	self.panel.ShowModal()
	1572	#wx.PostEvent(self.parent, event)
	1573
[c365765]	1574	def _draw_masked_model(self, event):
[f72333f]	1575	"""
	1576	Draw model image w/mask
	1577	"""
[48bab15]	1578	#event.Skip()
[51a71a3]	1579	is_valid_qrange = self._update_paramv_on_fit()
[247cb58]	1580
[6d03e00]	1581	if is_valid_qrange and self.model != None:
[c365765]	1582	#self.panel.Show(0)
	1583	#self.panel.Destroy() # frame
	1584	self.panel.MakeModal(False)
	1585	event.Skip()
[247cb58]	1586	# try re draw the model plot if it exists
[2e51013]	1587	self._draw_model()
[51a71a3]	1588	self.set_npts2fit()
[247cb58]	1589	elif self.model == None:
[c365765]	1590	#self.panel.Show(0)
	1591	#self.panel.Destroy() # frame
	1592	self.panel.MakeModal(False)
	1593	event.Skip()
[2e51013]	1594	self.set_npts2fit()
[247cb58]	1595	msg= "No model is found on updating MASK in the model plot... "
	1596	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
[51a71a3]	1597	else:
[c365765]	1598	event.Skip()
[247cb58]	1599	msg = ' Please consider your Q range, too.'
[51a71a3]	1600	self.panel.ShowMessage(msg)
[48bab15]	1601
[882a912]	1602
[6bbeacd4]	1603	def _set_smear(self, data):
	1604	"""
	1605	"""
	1606	if data is None:
	1607	return
[ba1f0b2]	1608	self.smearer = smear_selection(data, self.model)
[6bbeacd4]	1609	self.disable_smearer.SetValue(True)
	1610	if self.smearer == None:
	1611	self.enable_smearer.Disable()
	1612	else:
	1613	self.enable_smearer.Enable()
[f6aee42]	1614
	1615	def _mac_sleep(self, sec=0.2):
	1616	"""
	1617	Give sleep to MAC
	1618	"""
	1619	if self.is_mac:
	1620	time.sleep(sec)
	1621
[a5701e6]	1622	def get_view_mode(self):
	1623	"""
	1624	return True if the panel allow 2D or False if 1D
	1625	"""
	1626	return self.enable2D
	1627
[9237df4]	1628	def set_data(self, data):
[882a912]	1629	"""
[5062bbf]	1630	reset the current data
[882a912]	1631	"""
[cc31608]	1632	id = None
	1633	group_id = None
[6bbeacd4]	1634	flag = False
	1635	if self.data is None and data is not None:
	1636	flag = True
[cc31608]	1637	if data is not None:
	1638	id = data.id
	1639	group_id = data.group_id
	1640	if self.data is not None:
	1641	flag = (data.id != self.data.id)
[9237df4]	1642	self.data = data
	1643	if self.data is None:
	1644	data_min = ""
	1645	data_max = ""
	1646	data_name = ""
[982e953]	1647	self._set_bookmark_flag(False)
[2657df9]	1648	self._keep.Enable(False)
[982e953]	1649	self._set_save_flag(False)
[9237df4]	1650	else:
[1258aa3]	1651	if self.model != None:
	1652	self._set_bookmark_flag(True)
[2657df9]	1653	self._keep.Enable(True)
[982e953]	1654	self._set_save_flag(True)
[aad74b3]	1655	self._set_preview_flag(True)
[ba1f0b2]	1656
[6bbeacd4]	1657	self._set_smear(data)
[7609f1a]	1658	# more disables for 2D
[ba1f0b2]	1659	if self.data.__class__.__name__ == "Data2D" or \
	1660	self.enable2D:
[7609f1a]	1661	self.slit_smearer.Disable()
[ba1f0b2]	1662	self.pinhole_smearer.Enable(True)
[51a71a3]	1663	self.default_mask = copy.deepcopy(self.data.mask)
[0f8f831]	1664	else:
	1665	self.slit_smearer.Enable(True)
	1666	self.pinhole_smearer.Enable(True)
[e2f0554]	1667
[ffa69b6]	1668	self.formfactorbox.Enable()
	1669	self.structurebox.Enable()
[9237df4]	1670	data_name = self.data.name
	1671	#set maximum range for x in linear scale
	1672	if not hasattr(self.data,"data"): #Display only for 1D data fit
	1673	# Minimum value of data
	1674	data_min = min(self.data.x)
	1675	# Maximum value of data
	1676	data_max = max(self.data.x)
[51a71a3]	1677	#number of total data points
	1678	self.Npts_total.SetValue(str(len(self.data.x)))
	1679	#default:number of data points selected to fit
	1680	self.Npts_fit.SetValue(str(len(self.data.x)))
[19403da]	1681	self.btEditMask.Disable()
	1682	self.EditMask_title.Disable()
[9237df4]	1683	else:
[e2f0554]	1684
[9237df4]	1685	## Minimum value of data
	1686	data_min = 0
	1687	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
	1688	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
	1689	## Maximum value of data
	1690	data_max = math.sqrt(xx + yy)
[51a71a3]	1691	#number of total data points
	1692	self.Npts_total.SetValue(str(len(self.data.data)))
	1693	#default:number of data points selected to fit
	1694	self.Npts_fit.SetValue(str(len(self.data.data)))
[19403da]	1695	self.btEditMask.Enable()
	1696	self.EditMask_title.Enable()
[e9875db]	1697	self.Npts_total.SetEditable(False)
	1698	self.Npts_total.SetBackgroundColour(\
	1699	self.GetParent().GetBackgroundColour())
	1700
	1701	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
	1702	#self.Npts_total.Disable()
[9237df4]	1703	self.dataSource.SetValue(data_name)
	1704	self.qmin_x = data_min
	1705	self.qmax_x = data_max
[4efefc6]	1706	#self.minimum_q.SetValue(str(data_min))
	1707	#self.maximum_q.SetValue(str(data_max))
[f95301b]	1708	self.qmin.SetValue(str(data_min))
[ffa69b6]	1709	self.qmax.SetValue(str(data_max))
[f95301b]	1710	self.qmin.SetBackgroundColour("white")
[ffa69b6]	1711	self.qmax.SetBackgroundColour("white")
	1712	self.state.data = data
	1713	self.state.qmin = self.qmin_x
	1714	self.state.qmax = self.qmax_x
[ce180bd]	1715
[6bbeacd4]	1716	#update model plot with new data information
	1717	if flag:
[e2f0554]	1718	#set model view button
	1719	if self.data.__class__.__name__ == "Data2D":
	1720	self.enable2D = True
	1721	self.model_view.SetLabel("2D Mode")
	1722	else:
	1723	self.enable2D = False
	1724	self.model_view.SetLabel("1D Mode")
[fa65e99]	1725
[e2f0554]	1726	self.model_view.Disable()
[cc31608]	1727
	1728	#replace data plot on combo box selection
	1729	#by removing the previous selected data
	1730	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
	1731	group_id=group_id, id=id))
	1732	#plot the current selected data
	1733	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
	1734	title=str(self.data.title)))
	1735	self._manager.store_data(uid=self.uid, data=data,
	1736	data_list=self.data_list,
	1737	caption=self.window_name)
[6bbeacd4]	1738	self._draw_model()
[515bf4f]	1739
[e9875db]	1740	def _npts_click(self, event):
	1741	"""
	1742	Prevent further handling of the mouse event on Npts_total
	1743	by not calling Skip().
	1744	"""
	1745	pass
	1746
[240b9966]	1747	def reset_page(self, state,first=False):
[a074145]	1748	"""
[5062bbf]	1749	reset the state
[a074145]	1750	"""
	1751	self.reset_page_helper(state)
[0b12abb5]	1752	#import sans.guiframe.gui_manager
	1753	#evt = ModelEventbox(model=state.model)
	1754	#wx.PostEvent(self.event_owner, evt)
[edd166b]	1755
	1756	if self.engine_type != None:
[90a7bbd]	1757	self._manager._on_change_engine(engine=self.engine_type)
[7975f2b]	1758
[edd166b]	1759	self.select_param(event = None)
	1760	#Save state_fit
[c985bef]	1761	self.save_current_state_fit()
[7975f2b]	1762	self._lay_out()
[c985bef]	1763	self.Refresh()
[edd166b]	1764
[2140e68]	1765	def get_range(self):
	1766	"""
[5062bbf]	1767	return the fitting range
[2140e68]	1768	"""
[c9a4377]	1769	return float(self.qmin_x) , float(self.qmax_x)
[7975f2b]	1770
	1771	def get_npts2fit(self):
	1772	"""
[5062bbf]	1773	return numbers of data points within qrange
	1774
	1775	:Note: This is for Park where chi2 is not normalized by Npts of fit
	1776
[7975f2b]	1777	"""
[6bbeacd4]	1778	if self.data is None:
	1779	return
[7975f2b]	1780	npts2fit = 0
	1781	qmin,qmax = self.get_range()
[ba1f0b2]	1782	if self.data.__class__.__name__ == "Data2D" or \
	1783	self.enable2D:
[d7b7156]	1784	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
	1785	self.data.qy_data*self.data.qy_data )
[51a71a3]	1786	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
	1787	index_data= (index_data)&(self.data.mask)
	1788	index_data = (index_data)&(numpy.isfinite(self.data.data))
	1789	npts2fit = len(self.data.data[index_data])
[7975f2b]	1790	else:
	1791	for qx in self.data.x:
	1792	if qx >= qmin and qx <= qmax:
	1793	npts2fit += 1
	1794	return npts2fit
	1795
[51a71a3]	1796	def set_npts2fit(self):
	1797	"""
[5062bbf]	1798	setValue Npts for fitting
[51a71a3]	1799	"""
	1800	self.Npts_fit.SetValue(str(self.get_npts2fit()))
	1801
[c69b6d5]	1802	def get_chi2(self):
	1803	"""
[5062bbf]	1804	return the current chi2
[c69b6d5]	1805	"""
[2012eae]	1806	return self.tcChi.GetValue()
[c77d859]	1807
	1808	def get_param_list(self):
	1809	"""
[5062bbf]	1810	:return self.param_toFit: list containing references to TextCtrl
[c77d859]	1811	checked.Theses TextCtrl will allow reference to parameters to fit.
[5062bbf]	1812
	1813	:raise: if return an empty list of parameter fit will nnote work
[c77d859]	1814	properly so raise ValueError,"missing parameter to fit"
	1815	"""
	1816	if self.param_toFit !=[]:
	1817	return self.param_toFit
	1818	else:
[ba1f0b2]	1819	msg = "missing parameters to fit"
	1820	wx.MessageBox(msg, 'warning')
	1821	return False
	1822	#raise ValueError,"missing parameters to fit"
[c77d859]	1823
[2296316]	1824	def onsetValues(self, chisqr, p_name, out, cov):
[c77d859]	1825	"""
[5062bbf]	1826	Build the panel from the fit result
	1827
	1828	:param chisqr: Value of the goodness of fit metric
	1829	:param p_name: the name of parameters
	1830	:param out: list of parameter with the best value found during fitting
	1831	:param cov: Covariance matrix
	1832
[c77d859]	1833	"""
[edd166b]	1834	if out == None or not numpy.isfinite(chisqr):
	1835	raise ValueError,"Fit error occured..."
	1836
	1837	is_modified = False
[bd0a098e]	1838	has_error = False
	1839	dispersity = ''
[7975f2b]	1840
	1841	#Hide textctrl boxes of errors.
[edd166b]	1842	self._clear_Err_on_Fit()
[7975f2b]	1843
	1844	#Check if chi2 is finite
[2296316]	1845	if chisqr != None and numpy.isfinite(chisqr):
[e575db9]	1846	#format chi2
[7609f1a]	1847	if self.engine_type == "park":
[e575db9]	1848	npt_fit = float(self.get_npts2fit())
[7609f1a]	1849	if npt_fit > 0:
	1850	chisqr =chisqr/npt_fit
[2296316]	1851	chi2 = format_number(chisqr, True)
[2012eae]	1852	self.tcChi.SetValue(chi2)
[7975f2b]	1853	self.tcChi.Refresh()
	1854	else:
[2012eae]	1855	self.tcChi.SetValue("-")
[c13b8cc]	1856
[edd166b]	1857	#Hide error title
[ce92ded]	1858	if self.text2_3.IsShown() and not self.is_mac:
	1859	self.text2_3.Hide()
[edd166b]	1860
[e473e4f5]	1861	try:
[2296316]	1862	if self.enable_disp.GetValue():
	1863	if hasattr(self,"text_disp_1" ):
[ce92ded]	1864	if self.text_disp_1 != None and not self.is_mac:
[2296316]	1865	self.text_disp_1.Hide()
[e473e4f5]	1866	except:
[bd0a098e]	1867	dispersity = None
[e473e4f5]	1868	pass
[c77d859]	1869	#set the panel when fit result are float not list
[c99a6c5]	1870	if out.__class__== numpy.float64:
[2296316]	1871	self.param_toFit[0][2].SetValue(format_number(out, True))
[0a518e4c]	1872
[ce92ded]	1873	if self.param_toFit[0][4].IsShown and not self.is_mac:
[c69b6d5]	1874	self.param_toFit[0][4].Hide()
[c77d859]	1875	if cov !=None :
	1876	self.text2_3.Show(True)
[e473e4f5]	1877	try:
[2296316]	1878	if self.enable_disp.GetValue():
	1879	if hasattr(self,"text_disp_1" ):
	1880	if self.text_disp_1 !=None:
	1881	self.text_disp_1.Show(True)
[e473e4f5]	1882	except:
	1883	pass
[c99a6c5]	1884
[ad6dd4c]	1885	if cov[0]==None or not numpy.isfinite(cov[0]):
[ce92ded]	1886	if self.param_toFit[0][3].IsShown and not self.is_mac:
[c69b6d5]	1887	self.param_toFit[0][3].Hide()
[7975f2b]	1888	else:
	1889	self.param_toFit[0][3].Show(True)
[69bee6d]	1890	self.param_toFit[0][4].Show(True)
[2296316]	1891	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
[ffb838f]	1892	has_error = True
[c77d859]	1893	else:
[edd166b]	1894
[c69b6d5]	1895	i = 0
[c77d859]	1896	#Set the panel when fit result are list
[ce92ded]	1897	for item in self.param_toFit:
[f56bf29]	1898	if len(item)>5 and item != None:
[edd166b]	1899	## reset error value to initial state
[f56bf29]	1900	if not self.is_mac:
	1901	item[3].Hide()
	1902	item[4].Hide()
[d3fe885]	1903
[edd166b]	1904	for ind in range(len(out)):
	1905
[ce92ded]	1906	if item[1] == p_name[ind]:
[edd166b]	1907	break
[7975f2b]	1908	if len(out)<=len(self.param_toFit) and out[ind] !=None:
[ce92ded]	1909	val_out = format_number(out[ind], True)
	1910	item[2].SetValue(val_out)
[c4d723b]	1911
[c99a6c5]	1912
[7975f2b]	1913	if(cov !=None):
[edd166b]	1914
	1915	try:
[7975f2b]	1916	if dispersity !=None:
[2296316]	1917	if self.enable_disp.GetValue():
[7975f2b]	1918	if hasattr(self,"text_disp_1" ):
	1919	if self.text_disp_1!=None:
[ce92ded]	1920	if not self.text_disp_1.IsShown()\
	1921	and not self.is_mac:
[7975f2b]	1922	self.text_disp_1.Show(True)
[edd166b]	1923	except:
	1924	pass
	1925
[7975f2b]	1926	if cov[ind]!=None :
	1927	if numpy.isfinite(float(cov[ind])):
[2296316]	1928	val_err = format_number(cov[ind], True)
[ce92ded]	1929	if not self.is_mac:
	1930	item[3].Show(True)
	1931	item[4].Show(True)
	1932	item[4].SetValue(val_err)
[c4d723b]	1933
[7975f2b]	1934	has_error = True
[e575db9]	1935	i += 1
[c99a6c5]	1936	#Show error title when any errors displayed
[b421b1a]	1937	if has_error:
[c99a6c5]	1938	if not self.text2_3.IsShown():
[86ab3f2]	1939	self.text2_3.Show(True)
[7975f2b]	1940	## save current state
	1941	self.save_current_state()
[c4d723b]	1942
[cdb042d]	1943	#self._lay_out()
[3821f64]	1944	if not self.is_mac:
	1945	self.Layout()
	1946	self.Refresh()
[f6aee42]	1947	self._mac_sleep(0.1)
[37290c4]	1948	#plot model ( when drawing, do not update chisqr value again)
[bd02c72]	1949	self._draw_model(update_chisqr=False)
[7975f2b]	1950	#PostStatusEvent
[12cd4ec]	1951	#msg = "Fit completed!dddd "
	1952	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[c69b6d5]	1953
[7609f1a]	1954	def onPinholeSmear(self, event):
	1955	"""
[5062bbf]	1956	Create a custom pinhole smear object that will change the way residuals
	1957	are compute when fitting
	1958
	1959	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
	1960	None for 1D
	1961
[7609f1a]	1962	"""
	1963
[6bbeacd4]	1964	#if self.check_invalid_panel():
	1965	# return
[7609f1a]	1966	if self.model ==None:
[4470b10]	1967	self.disable_smearer.SetValue(True)
	1968	msg="Please select a Model first..."
	1969	wx.MessageBox(msg, 'Info')
[90a7bbd]	1970	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[7609f1a]	1971	"Smear: %s"%msg))
	1972	return
[4470b10]	1973
[2d409fa]	1974	# Need update param values
[f72333f]	1975	self._update_paramv_on_fit()
	1976
[7609f1a]	1977	# msg default
	1978	msg = None
	1979	if event != None:
	1980	tcrtl= event.GetEventObject()
	1981	# event case of radio button
	1982	if tcrtl.GetValue()== True:
	1983	self.dx_min = 0.0
	1984	self.dx_max = 0.0
	1985	is_new_pinhole = True
	1986	else:
	1987	is_new_pinhole = self._is_changed_pinhole()
[d493f66]	1988	else:
[1da28b8]	1989	is_new_pinhole = True
[7609f1a]	1990	# if any value is changed
	1991	if is_new_pinhole:
	1992	msg = self._set_pinhole_smear()
	1993	# hide all silt sizer
	1994	self._hide_all_smear_info()
[f72333f]	1995
[7609f1a]	1996	##Calculate chi2
[f72333f]	1997	temp_smearer = self.current_smearer
	1998	#self.compute_chisqr(smearer= temp_smearer)
	1999
[7609f1a]	2000	# show relevant slit sizers
	2001	self._show_smear_sizer()
[f72333f]	2002
[7609f1a]	2003	self.sizer_set_smearer.Layout()
	2004	self.Layout()
	2005
	2006	if event != None:
	2007	event.Skip()
	2008	#self._undo.Enable(True)
	2009	self.save_current_state()
	2010	event = PageInfoEvent(page = self)
	2011	wx.PostEvent(self.parent, event)
	2012
	2013	def _is_changed_pinhole(self):
	2014	"""
[5062bbf]	2015	check if any of pinhole smear is changed
	2016
	2017	:return: True or False
	2018
[7609f1a]	2019	"""
	2020	# get the values
	2021	pin_min = self.smear_pinhole_min.GetValue()
	2022	pin_max = self.smear_pinhole_max.GetValue()
	2023
	2024	# Check changes in slit width
	2025	try:
	2026	dx_min = float(pin_min)
	2027	except:
	2028	return True
	2029	if self.dx_min != dx_min:
	2030	return True
	2031
	2032	# Check changes in slit heigth
	2033	try:
	2034	dx_max = float(pin_max)
	2035	except:
	2036	return True
	2037	if self.dx_max != dx_max:
	2038	return True
	2039	return False
	2040
	2041	def _set_pinhole_smear(self):
	2042	"""
[5062bbf]	2043	Set custom pinhole smear
	2044
	2045	:return: msg
	2046
[7609f1a]	2047	"""
	2048	# copy data
	2049	data = copy.deepcopy(self.data)
[f72333f]	2050	if self._is_2D():
	2051	self.smear_type = 'Pinhole2d'
	2052	len_data = len(data.data)
	2053	data.dqx_data = numpy.zeros(len_data)
	2054	data.dqy_data = numpy.zeros(len_data)
	2055	else:
	2056	self.smear_type = 'Pinhole'
	2057	len_data = len(data.x)
	2058	data.dx = numpy.zeros(len_data)
	2059	data.dxl = None
	2060	data.dxw = None
[7609f1a]	2061	msg = None
	2062
	2063	get_pin_min = self.smear_pinhole_min
	2064	get_pin_max = self.smear_pinhole_max
	2065
[f72333f]	2066	if not check_float(get_pin_min):
	2067	get_pin_min.SetBackgroundColour("pink")
	2068	msg= "Model Error:wrong value entered!!!"
	2069	elif not check_float(get_pin_max ):
	2070	get_pin_max.SetBackgroundColour("pink")
	2071	msg= "Model Error:wrong value entered!!!"
	2072	else:
[7609f1a]	2073	if len_data < 2: len_data = 2
	2074	self.dx_min = float(get_pin_min.GetValue())
	2075	self.dx_max = float(get_pin_max.GetValue())
[f72333f]	2076	if self.dx_min < 0:
	2077	get_pin_min.SetBackgroundColour("pink")
	2078	msg= "Model Error:This value can not be negative!!!"
	2079	elif self.dx_max <0:
	2080	get_pin_max.SetBackgroundColour("pink")
	2081	msg= "Model Error:This value can not be negative!!!"
	2082	elif self.dx_min != None and self.dx_max != None:
	2083	if self._is_2D():
	2084	data.dqx_data[data.dqx_data==0] = self.dx_min
	2085	data.dqy_data[data.dqy_data==0] = self.dx_max
	2086	elif self.dx_min == self.dx_max:
[7609f1a]	2087	data.dx[data.dx==0] = self.dx_min
	2088	else:
[f72333f]	2089	step = (self.dx_max - self.dx_min)/(len_data-1)
[d7b7156]	2090	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
	2091	step)
[7609f1a]	2092	elif self.dx_min != None:
[f72333f]	2093	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
	2094	else: data.dx[data.dx==0] = self.dx_min
[7609f1a]	2095	elif self.dx_max != None:
[f72333f]	2096	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
	2097	else: data.dx[data.dx==0] = self.dx_max
[f867cd9]	2098	self.current_smearer = smear_selection(data, self.model)
[4fbc93e]	2099	# 2D need to set accuracy
	2100	if self._is_2D():
[d7b7156]	2101	self.current_smearer.set_accuracy(accuracy = \
	2102	self.smear2d_accuracy)
[7609f1a]	2103
[f72333f]	2104	if msg != None:
[90a7bbd]	2105	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
[f72333f]	2106	else:
	2107	get_pin_min.SetBackgroundColour("white")
	2108	get_pin_max.SetBackgroundColour("white")
[7609f1a]	2109	## set smearing value whether or not the data contain the smearing info
[6bbeacd4]	2110	self._manager.set_smearer(smearer=self.current_smearer,
[ba1f0b2]	2111	enable2D=self.enable2D,
[6bbeacd4]	2112	qmin=float(self.qmin_x),
	2113	qmax= float(self.qmax_x),
[b29e47e]	2114	uid=self.uid)
[7609f1a]	2115	return msg
	2116
	2117	def update_pinhole_smear(self):
	2118	"""
[5062bbf]	2119	called by kill_focus on pinhole TextCntrl
	2120	to update the changes
	2121
	2122	:return: False when wrong value was entered
	2123
[7609f1a]	2124	"""
	2125	# msg default
	2126	msg = None
	2127	# check if any value is changed
	2128	if self._is_changed_pinhole():
	2129	msg = self._set_pinhole_smear()
	2130	#self._undo.Enable(True)
	2131	self.save_current_state()
	2132
	2133	if msg != None:
	2134	return False
	2135	else:
	2136	return True
	2137
	2138	def onSlitSmear(self, event):
	2139	"""
[5062bbf]	2140	Create a custom slit smear object that will change the way residuals
	2141	are compute when fitting
[7609f1a]	2142	"""
[4470b10]	2143
[6bbeacd4]	2144	#if self.check_invalid_panel():
	2145	# return
[4470b10]	2146
[7609f1a]	2147	if self.model ==None:
[4470b10]	2148	self.disable_smearer.SetValue(True)
	2149
	2150	msg="Please select a Model first..."
	2151	wx.MessageBox(msg, 'Info')
[90a7bbd]	2152	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[7609f1a]	2153	"Smear: %s"%msg))
	2154	return
[4470b10]	2155
[2d409fa]	2156	# Need update param values
	2157	self._update_paramv_on_fit()
[f72333f]	2158
[7609f1a]	2159	# msg default
	2160	msg = None
	2161	# for event given
	2162	if event != None:
	2163	tcrtl= event.GetEventObject()
	2164	# event case of radio button
	2165	if tcrtl.GetValue():
	2166	self.dxl = 0.0
	2167	self.dxw = 0.0
	2168	is_new_slit = True
	2169	else:
	2170	is_new_slit = self._is_changed_slit()
[d493f66]	2171	else:
[1da28b8]	2172	is_new_slit = True
[4470b10]	2173
[7609f1a]	2174	# if any value is changed
	2175	if is_new_slit:
	2176	msg = self._set_slit_smear()
[4470b10]	2177
[7609f1a]	2178	# hide all silt sizer
	2179	self._hide_all_smear_info()
	2180	##Calculate chi2
[f72333f]	2181	#self.compute_chisqr(smearer= self.current_smearer)
[7609f1a]	2182	# show relevant slit sizers
	2183	self._show_smear_sizer()
	2184	self.sizer_set_smearer.Layout()
	2185	self.Layout()
[4470b10]	2186
[7609f1a]	2187	if event != None:
	2188	event.Skip()
	2189	#self._undo.Enable(True)
	2190	self.save_current_state()
	2191	event = PageInfoEvent(page = self)
	2192	wx.PostEvent(self.parent, event)
	2193	if msg != None:
[90a7bbd]	2194	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
[7609f1a]	2195
	2196	def _is_changed_slit(self):
	2197	"""
[5062bbf]	2198	check if any of slit lengths is changed
	2199
	2200	:return: True or False
[4470b10]	2201
[5062bbf]	2202	"""
[7609f1a]	2203	# get the values
	2204	width = self.smear_slit_width.GetValue()
	2205	height = self.smear_slit_height.GetValue()
	2206
[d7b7156]	2207	# check and change the box bg color if it was pink
	2208	# but it should be white now
[7609f1a]	2209	# because this is the case that _set_slit_smear() will not handle
	2210	if height.lstrip().rstrip()=="":
	2211	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2212	if width.lstrip().rstrip()=="":
	2213	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2214
	2215	# Check changes in slit width
	2216	if width == "":
	2217	dxw = 0.0
	2218	else:
	2219	try:
	2220	dxw = float(width)
	2221	except:
	2222	return True
	2223	if self.dxw != dxw:
	2224	return True
	2225
	2226	# Check changes in slit heigth
	2227	if height == "":
	2228	dxl = 0.0
	2229	else:
	2230	try:
	2231	dxl = float(height)
	2232	except:
	2233	return True
	2234	if self.dxl != dxl:
	2235	return True
[4470b10]	2236
[7609f1a]	2237	return False
	2238
	2239	def _set_slit_smear(self):
	2240	"""
[5062bbf]	2241	Set custom slit smear
	2242
	2243	:return: message to inform the user about the validity
	2244	of the values entered for slit smear
[7609f1a]	2245	"""
[ba1f0b2]	2246	if self.data.__class__.__name__ == "Data2D" or \
	2247	self.enable2D:
[0b12abb5]	2248	return
[7609f1a]	2249	temp_smearer = None
	2250	# make sure once more if it is smearer
	2251	data = copy.deepcopy(self.data)
	2252	data_len = len(data.x)
	2253	data.dx = None
	2254	data.dxl = None
	2255	data.dxw = None
	2256	msg = None
	2257
	2258	try:
	2259	self.dxl = float(self.smear_slit_height.GetValue())
	2260	data.dxl = self.dxl* numpy.ones(data_len)
	2261	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2262	except:
	2263	data.dxl = numpy.zeros(data_len)
	2264	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
	2265	self.smear_slit_height.SetBackgroundColour("pink")
	2266	msg = "Wrong value entered... "
	2267	else:
	2268	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2269	try:
	2270	self.dxw = float(self.smear_slit_width.GetValue())
	2271	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2272	data.dxw = self.dxw* numpy.ones(data_len)
	2273	except:
	2274	data.dxw = numpy.zeros(data_len)
	2275	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
	2276	self.smear_slit_width.SetBackgroundColour("pink")
	2277	msg = "Wrong Fit value entered... "
	2278	else:
	2279	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[4470b10]	2280
[f867cd9]	2281	self.current_smearer = smear_selection(data, self.model)
[7609f1a]	2282	#temp_smearer = self.current_smearer
	2283	## set smearing value whether or not the data contain the smearing info
[6bbeacd4]	2284	self._manager.set_smearer(smearer=self.current_smearer,
[ba1f0b2]	2285	enable2D=self.enable2D,
[6bbeacd4]	2286	qmin=float(self.qmin_x),
	2287	qmax= float(self.qmax_x),
[512bbd0]	2288	uid=self.uid)
[7609f1a]	2289	return msg
	2290
	2291	def update_slit_smear(self):
	2292	"""
[5062bbf]	2293	called by kill_focus on pinhole TextCntrl
	2294	to update the changes
	2295
	2296	:return: False when wrong value was entered
	2297
[7609f1a]	2298	"""
	2299	# msg default
	2300	msg = None
	2301	# check if any value is changed
	2302	if self._is_changed_slit():
	2303	msg = self._set_slit_smear()
	2304	#self._undo.Enable(True)
	2305	self.save_current_state()
	2306
	2307	if msg != None:
	2308	return False
	2309	else:
	2310	return True
	2311
[c77d859]	2312	def onSmear(self, event):
	2313	"""
[5062bbf]	2314	Create a smear object that will change the way residuals
	2315	are compute when fitting
[c77d859]	2316	"""
[f72333f]	2317	if event != None:
	2318	event.Skip()
[6bbeacd4]	2319	if self.data is None:
[ffa69b6]	2320	return
[6bbeacd4]	2321
[64bda1e]	2322	if self.model == None:
[4470b10]	2323	self.disable_smearer.SetValue(True)
	2324	msg="Please select a Model first..."
	2325	wx.MessageBox(msg, 'Info')
[90a7bbd]	2326	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[2a2af47]	2327	"Smear: %s"%msg))
	2328	return
[f72333f]	2329
[2d409fa]	2330	# Need update param values
	2331	self._update_paramv_on_fit()
[6bbeacd4]	2332
[3370922]	2333	temp_smearer = None
[7609f1a]	2334	self._get_smear_info()
	2335
	2336	#renew smear sizer
	2337	if self.smear_type != None:
	2338	self.smear_description_smear_type.SetValue(str(self.smear_type))
	2339	self.smear_data_left.SetValue(str(self.dq_l))
	2340	self.smear_data_right.SetValue(str(self.dq_r))
[f72333f]	2341
[7609f1a]	2342	self._hide_all_smear_info()
	2343
	2344	data = copy.deepcopy(self.data)
	2345	# make sure once more if it is smearer
[f867cd9]	2346	self.current_smearer = smear_selection(data, self.model)
[f72333f]	2347
[c77d859]	2348	if self.enable_smearer.GetValue():
	2349	if hasattr(self.data,"dxl"):
[7609f1a]	2350
[c77d859]	2351	msg= ": Resolution smearing parameters"
	2352	if hasattr(self.data,"dxw"):
	2353	msg= ": Slit smearing parameters"
[997131a]	2354	if self.smearer ==None:
[90a7bbd]	2355	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[c77d859]	2356	"Data contains no smearing information"))
	2357	else:
[90a7bbd]	2358	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[f72333f]	2359	"Data contains smearing information"))
	2360
	2361	#self.smear_description_dqdata.Show(True)
[7609f1a]	2362	self.smear_data_left.Show(True)
	2363	self.smear_data_right.Show(True)
[f72333f]	2364	temp_smearer= self.current_smearer
[7609f1a]	2365	elif self.disable_smearer.GetValue():
	2366	self.smear_description_none.Show(True)
	2367
	2368	self._show_smear_sizer()
[f72333f]	2369
[7609f1a]	2370	self.sizer_set_smearer.Layout()
	2371	self.Layout()
[fb8daaaf]	2372	## set smearing value whether or not the data contain the smearing info
[ba1f0b2]	2373	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer,
	2374	enable2D=self.enable2D,
	2375	qmin= float(self.qmin_x),
[6bbeacd4]	2376	qmax= float(self.qmax_x), draw=True)
	2377
[5582a9f1]	2378	self.state.enable_smearer= self.enable_smearer.GetValue()
	2379	self.state.disable_smearer=self.disable_smearer.GetValue()
[7609f1a]	2380	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	2381	self.state.slit_smearer = self.slit_smearer.GetValue()
[f72333f]	2382
	2383	def on_complete_chisqr(self, event):
	2384	"""
[5062bbf]	2385	print result chisqr
	2386
	2387	:event: activated by fitting/ complete after draw
	2388
[f72333f]	2389	"""
	2390	try:
[06aa2eeb]	2391	if event == None:
	2392	output= "-"
	2393	elif not numpy.isfinite(event.output):
[f72333f]	2394	output= "-"
	2395	else:
	2396	output = event.output
[2296316]	2397	self.tcChi.SetValue(str(format_number(output, True)))
[f72333f]	2398
[3c44c66]	2399	self.state.tcChi = self.tcChi.GetValue()
[f72333f]	2400	except:
	2401	pass
[c77d859]	2402
[5062bbf]	2403
[c77d859]	2404	def select_all_param(self,event):
	2405	"""
[5062bbf]	2406	set to true or false all checkBox given the main checkbox value cb1
[d1e0473]	2407	"""
[c77d859]	2408	self.param_toFit=[]
	2409	if self.parameters !=[]:
[998b6b8]	2410	if self.cb1.GetValue():
[c77d859]	2411	for item in self.parameters:
[3fef0a8]	2412	## for data2D select all to fit
[ba1f0b2]	2413	if self.data.__class__.__name__== "Data2D" or \
	2414	self.enable2D:
[c77d859]	2415	item[0].SetValue(True)
	2416	self.param_toFit.append(item )
[3fef0a8]	2417	else:
	2418	## for 1D all parameters except orientation
	2419	if not item in self.orientation_params:
	2420	item[0].SetValue(True)
	2421	self.param_toFit.append(item )
[b324aa9]	2422	#if len(self.fittable_param)>0:
	2423	for item in self.fittable_param:
[ba1f0b2]	2424	if self.data.__class__.__name__== "Data2D" or \
	2425	self.enable2D:
[b324aa9]	2426	item[0].SetValue(True)
	2427	self.param_toFit.append(item )
[2296316]	2428	try:
	2429	if len(self.values[item[1]]) > 0:
	2430	item[0].SetValue(False)
	2431	except:
	2432	pass
	2433
[b324aa9]	2434	else:
	2435	## for 1D all parameters except orientation
	2436	if not item in self.orientation_params_disp:
[3fef0a8]	2437	item[0].SetValue(True)
	2438	self.param_toFit.append(item )
[2296316]	2439	try:
	2440	if len(self.values[item[1]]) > 0:
	2441	item[0].SetValue(False)
	2442	except:
	2443	pass
	2444
[c77d859]	2445	else:
	2446	for item in self.parameters:
	2447	item[0].SetValue(False)
	2448	for item in self.fittable_param:
	2449	item[0].SetValue(False)
	2450	self.param_toFit=[]
[330573d]	2451
[52cac46]	2452	self.save_current_state_fit()
[b324aa9]	2453
[3595309d]	2454	if event !=None:
[3a37fe0]	2455	#self._undo.Enable(True)
[3595309d]	2456	## post state to fit panel
	2457	event = PageInfoEvent(page = self)
	2458	wx.PostEvent(self.parent, event)
	2459
[c77d859]	2460	def select_param(self,event):
	2461	"""
[5062bbf]	2462	Select TextCtrl checked for fitting purpose and stores them
	2463	in self.param_toFit=[] list
[c77d859]	2464	"""
	2465	self.param_toFit=[]
	2466	for item in self.parameters:
[edd166b]	2467	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2468	if self.data.__class__.__name__ != "Data2D" and\
	2469	not self.enable2D:
[edd166b]	2470	if item in self.orientation_params:
	2471	continue
[c77d859]	2472	#Select parameters to fit for list of primary parameters
[998b6b8]	2473	if item[0].GetValue():
[c77d859]	2474	if not (item in self.param_toFit):
	2475	self.param_toFit.append(item )
	2476	else:
	2477	#remove parameters from the fitting list
	2478	if item in self.param_toFit:
	2479	self.param_toFit.remove(item)
[edd166b]	2480
[d7b7156]	2481	#Select parameters to fit for list of fittable parameters
	2482	# with dispersion
[c77d859]	2483	for item in self.fittable_param:
[edd166b]	2484	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2485	if self.data.__class__.__name__ != "Data2D" and\
	2486	not self.enable2D:
[edd166b]	2487	if item in self.orientation_params:
	2488	continue
[998b6b8]	2489	if item[0].GetValue():
[c77d859]	2490	if not (item in self.param_toFit):
	2491	self.param_toFit.append(item)
	2492	else:
	2493	#remove parameters from the fitting list
	2494	if item in self.param_toFit:
[edd166b]	2495	self.param_toFit.remove(item)
	2496
	2497	#Calculate num. of angle parameters
[ba1f0b2]	2498	if self.data.__class__.__name__ == "Data2D" or \
	2499	self.enable2D:
[edd166b]	2500	len_orient_para = 0
	2501	else:
	2502	len_orient_para = len(self.orientation_params) #assume even len
	2503	#Total num. of angle parameters
	2504	if len(self.fittable_param) > 0:
	2505	len_orient_para *= 2
[c77d859]	2506	#Set the value of checkbox that selected every checkbox or not
[d7b7156]	2507	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
	2508	len(self.param_toFit):
[c77d859]	2509	self.cb1.SetValue(True)
	2510	else:
	2511	self.cb1.SetValue(False)
[52cac46]	2512	self.save_current_state_fit()
[3595309d]	2513	if event !=None:
[3a37fe0]	2514	#self._undo.Enable(True)
[3595309d]	2515	## post state to fit panel
	2516	event = PageInfoEvent(page = self)
	2517	wx.PostEvent(self.parent, event)
[c77d859]	2518
[77e23a2]	2519	def set_model_param_sizer(self, model):
[c77d859]	2520	"""
[5062bbf]	2521	Build the panel from the model content
	2522
	2523	:param model: the model selected in combo box for fitting purpose
	2524
[c77d859]	2525	"""
	2526	self.sizer3.Clear(True)
	2527	self.parameters = []
[fb59ed9]	2528	self.str_parameters = []
[c77d859]	2529	self.param_toFit=[]
	2530	self.fittable_param=[]
	2531	self.fixed_param=[]
[780d095]	2532	self.orientation_params=[]
[60132ef]	2533	self.orientation_params_disp=[]
[c77d859]	2534
	2535	if model ==None:
	2536	self.sizer3.Layout()
[ce92ded]	2537	self.SetupScrolling()
[c77d859]	2538	return
[707436d]	2539	## the panel is drawn using the current value of the fit engine
[90a7bbd]	2540	if self.engine_type==None and self._manager !=None:
	2541	self.engine_type= self._manager._return_engine_type()
[c99a6c5]	2542
[c77d859]	2543	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
	2544	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	2545	sizer = wx.GridBagSizer(5,5)
	2546	## save the current model
	2547	self.model = model
	2548
	2549	keys = self.model.getParamList()
	2550	#list of dispersion paramaters
	2551	self.disp_list=self.model.getDispParamList()
[b421b1a]	2552
[db08737]	2553	def custom_compare(a,b):
	2554	"""
	2555	Custom compare to order, first by alphabets then second by number.
	2556	"""
[fb59ed9]	2557	# number at the last digit
[db08737]	2558	a_last = a[len(a)-1]
	2559	b_last = b[len(b)-1]
[fb59ed9]	2560	# default
[db08737]	2561	num_a = None
	2562	num_b = None
[fb59ed9]	2563	# split the names
	2564	a2 = a.lower().split('_')
	2565	b2 = b.lower().split('_')
	2566	# check length of a2, b2
	2567	len_a2 = len(a2)
	2568	len_b2 = len(b2)
[db08737]	2569	# check if it contains a int number(<10)
	2570	try:
	2571	num_a = int(a_last)
	2572	except: pass
	2573	try:
	2574	num_b = int(b_last)
	2575	except: pass
[fb59ed9]	2576	# Put 'scale' near the top; happens
	2577	# when numbered param name exists
	2578	if a == 'scale':
	2579	return -1
[db08737]	2580	# both have a number
	2581	if num_a != None and num_b != None:
[fb59ed9]	2582	if num_a > num_b: return -1
	2583	# same number
[db08737]	2584	elif num_a == num_b:
[fb59ed9]	2585	# different last names
	2586	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
	2587	return -cmp(a2[len_a2-1], b2[len_b2-1])
	2588	else:
	2589	return cmp(a, b)
	2590	else: return 1
[db08737]	2591	# one of them has a number
[20905a0]	2592	elif num_a != None: return 1
	2593	elif num_b != None: return -1
[fb59ed9]	2594	# no numbers
[20905a0]	2595	else: return cmp(a.lower(), b.lower())
[fb59ed9]	2596
[20905a0]	2597
[db08737]	2598	keys.sort(custom_compare)
[c77d859]	2599
[6dc9ad8]	2600	iy = 0
[c77d859]	2601	ix = 0
[2f6c260]	2602	select_text = "Select All"
[b324aa9]	2603	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
[c77d859]	2604	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
[2f6c260]	2605	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
[ecfcef6]	2606	self.cb1.SetValue(True)
[c77d859]	2607
	2608	sizer.Add(self.cb1,(iy, ix),(1,1),\
[eda428b]	2609	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
[c77d859]	2610	ix +=1
[f56bf29]	2611	self.text2_2 = wx.StaticText(self, -1, 'Value')
[c77d859]	2612	sizer.Add(self.text2_2,(iy, ix),(1,1),\
	2613	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2614	ix +=2
[f56bf29]	2615	self.text2_3 = wx.StaticText(self, -1, 'Error')
[c77d859]	2616	sizer.Add(self.text2_3,(iy, ix),(1,1),\
	2617	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[3821f64]	2618	if not self.is_mac:
	2619	self.text2_3.Hide()
[c77d859]	2620	ix +=1
	2621	self.text2_min = wx.StaticText(self, -1, 'Min')
	2622	sizer.Add(self.text2_min,(iy, ix),(1,1),\
	2623	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	2624	#self.text2_min.Hide()
[c77d859]	2625	ix +=1
	2626	self.text2_max = wx.StaticText(self, -1, 'Max')
	2627	sizer.Add(self.text2_max,(iy, ix),(1,1),\
	2628	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	2629	#self.text2_max.Hide()
[6fdfc8f]	2630	ix += 1
	2631	self.text2_4 = wx.StaticText(self, -1, '[Units]')
	2632	sizer.Add(self.text2_4,(iy, ix),(1,1),\
	2633	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2634	self.text2_4.Hide()
[b421b1a]	2635
[c77d859]	2636	for item in keys:
[d7b7156]	2637	if not item in self.disp_list and not item in \
	2638	self.model.orientation_params:
[b421b1a]	2639
	2640	##prepare a spot to store errors
	2641	if not self.model.details.has_key(item):
	2642	self.model.details [item] = ["",None,None]
	2643
[c77d859]	2644	iy += 1
	2645	ix = 0
[8960479]	2646	if (self.model.__class__ in \
	2647	self.model_list_box["Multi-Functions"] or \
	2648	self.temp_multi_functional)\
	2649	and (item in self.model.non_fittable):
[fb59ed9]	2650	non_fittable_name = wx.StaticText(self, -1, item )
	2651	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
	2652	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
	2653	## add parameter value
	2654	ix += 1
	2655	value= self.model.getParam(item)
	2656	if len(self.model.fun_list) > 0:
	2657	num = item.split('_')[1][5:7]
[d7b7156]	2658	fun_box = wx.ComboBox(self, -1,size=(100,-1),
	2659	style=wx.CB_READONLY, name = '%s'% item)
[fb59ed9]	2660	self._set_fun_box_list(fun_box)
	2661	fun_box.SetSelection(0)
[d7b7156]	2662	#self.fun_box.SetToolTipString("A function
	2663	# describing the interface")
[fb59ed9]	2664	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
	2665	else:
[d7b7156]	2666	fun_box = self.ModelTextCtrl(self, -1,
	2667	size=(_BOX_WIDTH,20),
	2668	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
[fb59ed9]	2669	fun_box.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2670	fun_box.SetValue(format_number(value, True))
[fb59ed9]	2671	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
[d7b7156]	2672	self.str_parameters.append([None,item, fun_box,
[2296316]	2673	None, None, None,
	2674	None, None])
[fb59ed9]	2675
	2676
[7975f2b]	2677	else:
[fb59ed9]	2678	## add parameters name with checkbox for selecting to fit
	2679	cb = wx.CheckBox(self, -1, item )
[2296316]	2680	cb.SetToolTipString(" Check mark to fit.")
[fb59ed9]	2681	#cb.SetValue(True)
	2682	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[dcf29d7]	2683
[fb59ed9]	2684	sizer.Add( cb,( iy, ix),(1,1),
	2685	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
	2686
	2687	## add parameter value
	2688	ix += 1
	2689	value= self.model.getParam(item)
	2690	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
	2691	style=wx.TE_PROCESS_ENTER)
	2692	ctl1.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2693	ctl1.SetValue(format_number(value, True))
[fb59ed9]	2694	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
	2695	## text to show error sign
	2696	ix += 1
	2697	text2=wx.StaticText(self, -1, '+/-')
	2698	sizer.Add(text2,(iy, ix),(1,1),\
	2699	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[ce92ded]	2700	if not self.is_mac:
	2701	text2.Hide()
[fb59ed9]	2702	ix += 1
[2296316]	2703	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
[d7b7156]	2704	sizer.Add(ctl2, (iy,ix),(1,1),
	2705	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[ce92ded]	2706	if not self.is_mac:
	2707	ctl2.Hide()
[fb59ed9]	2708
	2709	ix += 1
[2296316]	2710	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
[d7b7156]	2711	style=wx.TE_PROCESS_ENTER,
	2712	text_enter_callback = self._onparamRangeEnter)
[fb59ed9]	2713
[d7b7156]	2714	sizer.Add(ctl3, (iy,ix),(1,1),
	2715	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[fb59ed9]	2716
	2717	ix += 1
[2296316]	2718	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
[d7b7156]	2719	style=wx.TE_PROCESS_ENTER,
	2720	text_enter_callback = self._onparamRangeEnter)
	2721	sizer.Add(ctl4, (iy,ix),(1,1),
[2296316]	2722	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
[fb59ed9]	2723
	2724	ix +=1
	2725	# Units
	2726	if self.model.details.has_key(item):
[d7b7156]	2727	units = wx.StaticText(self, -1,
	2728	self.model.details[item][0], style=wx.ALIGN_LEFT)
[fb59ed9]	2729	else:
	2730	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
[d7b7156]	2731	sizer.Add(units, (iy,ix),(1,1),
	2732	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[fb59ed9]	2733
	2734	##[cb state, name, value, "+/-", error of fit, min, max , units]
	2735	self.parameters.append([cb,item, ctl1,
	2736	text2,ctl2, ctl3, ctl4,units])
	2737
[c77d859]	2738	iy+=1
[d7b7156]	2739	sizer.Add((10,10),(iy,ix),(1,1),
	2740	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
[5af5183]	2741
[f20767b]	2742	# type can be either Guassian or Array
[5b53a5c]	2743	if len(self.model.dispersion.values())>0:
	2744	type= self.model.dispersion.values()[0]["type"]
	2745	else:
	2746	type = "Gaussian"
[6dc9ad8]	2747
	2748	iy += 1
	2749	ix = 0
	2750	#Add tile for orientational angle
	2751	for item in keys:
	2752	if item in self.model.orientation_params:
	2753	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
[d7b7156]	2754	sizer.Add(orient_angle,(iy, ix),(1,1),
	2755	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
[ba1f0b2]	2756	if not self.data.__class__.__name__ == "Data2D" and \
	2757	not self.enable2D:
[6dc9ad8]	2758	orient_angle.Hide()
	2759	else:
	2760	orient_angle.Show(True)
	2761	break
[5b53a5c]	2762
[f20767b]	2763	#For Gaussian only
	2764	if type.lower() != "array":
	2765	for item in self.model.orientation_params:
	2766	if not item in self.disp_list:
[c13b8cc]	2767	##prepare a spot to store min max
	2768	if not self.model.details.has_key(item):
	2769	self.model.details [item] = ["",None,None]
	2770
[f20767b]	2771	iy += 1
	2772	ix = 0
	2773	## add parameters name with checkbox for selecting to fit
	2774	cb = wx.CheckBox(self, -1, item )
	2775	cb.SetValue(False)
[2296316]	2776	cb.SetToolTipString("Check mark to fit")
[f20767b]	2777	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[ba1f0b2]	2778	if self.data.__class__.__name__ == "Data2D" or \
	2779	self.enable2D:
[6dc9ad8]	2780	cb.Show(True)
[f20767b]	2781	else:
[6dc9ad8]	2782	cb.Hide()
[f20767b]	2783	sizer.Add( cb,( iy, ix),(1,1),
	2784	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
	2785
	2786	## add parameter value
	2787	ix += 1
	2788	value= self.model.getParam(item)
[7975f2b]	2789	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
[f20767b]	2790	style=wx.TE_PROCESS_ENTER)
[1a94c36]	2791	ctl1.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2792	ctl1.SetValue(format_number(value, True))
[ba1f0b2]	2793	if self.data.__class__.__name__ == "Data2D" or \
	2794	self.enable2D:
[c5cd3b9]	2795	ctl1.Show(True)
[f20767b]	2796	else:
[c5cd3b9]	2797	ctl1.Hide()
[f20767b]	2798	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
	2799	## text to show error sign
	2800	ix += 1
	2801	text2=wx.StaticText(self, -1, '+/-')
	2802	sizer.Add(text2,(iy, ix),(1,1),\
	2803	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[e792aee]	2804
	2805	text2.Hide()
[f20767b]	2806	ix += 1
[2296316]	2807	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
[d7b7156]	2808	sizer.Add(ctl2, (iy,ix),(1,1),
	2809	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[e792aee]	2810
	2811	ctl2.Hide()
[e2f7b92]	2812
[c99a6c5]	2813
[f20767b]	2814	ix += 1
[2296316]	2815	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
[d7b7156]	2816	style=wx.TE_PROCESS_ENTER,
	2817	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	2818
[d7b7156]	2819	sizer.Add(ctl3, (iy,ix),(1,1),
	2820	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[f20767b]	2821	ctl3.Hide()
[b324aa9]	2822
[f20767b]	2823	ix += 1
[2296316]	2824	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
[d7b7156]	2825	style=wx.TE_PROCESS_ENTER,
	2826	text_enter_callback = self._onparamRangeEnter)
	2827	sizer.Add(ctl4, (iy,ix),(1,1),
	2828	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[eacf1d66]	2829
[f20767b]	2830	ctl4.Hide()
[edd166b]	2831
[ba1f0b2]	2832	if self.data.__class__.__name__ == "Data2D" or \
[1180528]	2833	self.enable2D:
	2834	if self.is_mac:
	2835	text2.Show(True)
	2836	ctl2.Show(True)
[f20767b]	2837	ctl3.Show(True)
	2838	ctl4.Show(True)
[c5cd3b9]	2839
[f20767b]	2840	ix +=1
	2841	# Units
[7975f2b]	2842	if self.model.details.has_key(item):
[d7b7156]	2843	units = wx.StaticText(self, -1,
	2844	self.model.details[item][0],
	2845	style=wx.ALIGN_LEFT)
[7975f2b]	2846	else:
[f20767b]	2847	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
[ba1f0b2]	2848	if self.data.__class__.__name__ == "Data2D" or \
	2849	self.enable2D:
[6dc9ad8]	2850	units.Show(True)
[c99a6c5]	2851
[f20767b]	2852	else:
[6dc9ad8]	2853	units.Hide()
[c99a6c5]	2854
[d7b7156]	2855	sizer.Add(units, (iy,ix),(1,1),
	2856	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[7975f2b]	2857
[d7b7156]	2858	##[cb state, name, value, "+/-", error of fit,min,max,units]
[f20767b]	2859	self.parameters.append([cb,item, ctl1,
	2860	text2,ctl2, ctl3, ctl4,units])
	2861	self.orientation_params.append([cb,item, ctl1,
	2862	text2,ctl2, ctl3, ctl4,units])
[780d095]	2863
	2864	iy+=1
[c77d859]	2865
	2866	#Display units text on panel
	2867	for item in keys:
[7975f2b]	2868	if self.model.details.has_key(item):
[c77d859]	2869	self.text2_4.Show()
[b324aa9]	2870	#Fill the list of fittable parameters
	2871	self.select_all_param(event=None)
[7975f2b]	2872
[52cac46]	2873	self.save_current_state_fit()
[240b9966]	2874	boxsizer1.Add(sizer)
[c77d859]	2875	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	2876	self.sizer3.Layout()
[330573d]	2877	self.Layout()
[70468a5]	2878	#self.Refresh()
	2879
[2296316]	2880	def on_right_down(self, event):
	2881	"""
	2882	Get key stroke event
	2883	"""
	2884	if self.data == None:
	2885	return
	2886	# Figuring out key combo: Cmd for copy, Alt for paste
	2887	if event.AltDown() and event.ShiftDown():
[2c6b224]	2888	self._manager.show_ftol_dialog()
[2296316]	2889	flag = True
[1b1bbf9]	2890	elif event.AltDown() or event.ShiftDown():
[2296316]	2891	flag = False
[1b1bbf9]	2892	else:
	2893	return
[2296316]	2894	# make event free
	2895	event.Skip()
	2896	# messages depending on the flag
	2897	if not flag:
	2898	msg = " Could not open ftol dialog;"
	2899	msg += " Check if the Scipy fit engine is selected in the menubar."
	2900	infor = 'warning'
	2901	# inform msg to wx
	2902	wx.PostEvent( self.parent.parent,
	2903	StatusEvent(status= msg, info=infor))
	2904
	2905
[8b6f489]	2906	def _onModel2D(self, event):
	2907	"""
	2908	toggle view of model from 1D to 2D or 2D from 1D
	2909	"""
[6371c9c]	2910	if self.model_view.GetLabelText() == "1D Mode":
	2911	self.model_view.SetLabel("2D Mode")
[8b6f489]	2912	self.enable2D = True
[ba1f0b2]	2913
[8b6f489]	2914	else:
[6371c9c]	2915	self.model_view.SetLabel("1D Mode")
[8b6f489]	2916	self.enable2D = False
[52cac46]	2917
[ba1f0b2]	2918	self.set_model_param_sizer(self.model)
	2919	self._set_sizer_dispersion()
	2920	self._draw_model()
	2921
	2922
	2923	self.state.enable2D = copy.deepcopy(self.enable2D)
	2924
[7609f1a]	2925	class BGTextCtrl(wx.TextCtrl):
	2926	"""
[5062bbf]	2927	Text control used to display outputs.
	2928	No editing allowed. The background is
	2929	grayed out. User can't select text.
[7609f1a]	2930	"""
	2931	def __init__(self, args, *kwds):
	2932	wx.TextCtrl.__init__(self, args, *kwds)
	2933	self.SetEditable(False)
[59b8c74]	2934	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
[7609f1a]	2935
	2936	# Bind to mouse event to avoid text highlighting
	2937	# The event will be skipped once the call-back
	2938	# is called.
	2939	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
	2940
	2941	def _click(self, event):
	2942	"""
[5062bbf]	2943	Prevent further handling of the mouse event
	2944	by not calling Skip().
[7609f1a]	2945	"""
	2946	pass
[5062bbf]	2947

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ 60c7011

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