fitpage.py @ 904193cd

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 904193cd was c365765, checked in by Jae Cho <jhjcho@…>, 13 years ago
another test
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
[c4397785]	12	from sans.guiframe.events import StatusEvent
[85b3971]	13	from sans.guiframe.utils import format_number,check_float
[7609f1a]	14
[f72333f]	15	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
[eda428b]	16	_BOX_WIDTH = 76
[a5701e6]	17	_DATA_BOX_WIDTH = 300
[ba1f0b2]	18	SMEAR_SIZE_L = 0.00
	19	SMEAR_SIZE_H = 0.00
[7609f1a]	20
[c77d859]	21	import basepage
	22	from basepage import BasicPage
[b787e68c]	23	from basepage import PageInfoEvent
[e4957fb]	24	from sans.models.qsmearing import smear_selection
[c77d859]	25
[e030625]	26
[c77d859]	27	class FitPage(BasicPage):
	28	"""
[5062bbf]	29	FitPanel class contains fields allowing to display results when
	30	fitting a model and one data
	31
	32	:note: For Fit to be performed the user should check at least one parameter
[c77d859]	33	on fit Panel window.
	34	"""
[7975f2b]	35
[6bbeacd4]	36	def __init__(self,parent, color='rand'):
[c77d859]	37	"""
[5062bbf]	38	Initialization of the Panel
[c77d859]	39	"""
[6bbeacd4]	40	BasicPage.__init__(self, parent, color=color)
[88f286d]	41
[b787e68c]	42	## draw sizer
[c77d859]	43	self._fill_datainfo_sizer()
[2296316]	44	self.is_2D = None
[f22e626]	45	self.fit_started = False
[7609f1a]	46	# get smear info from data
	47	self._get_smear_info()
[c77d859]	48	self._fill_model_sizer( self.sizer1)
[7609f1a]	49	self._get_defult_custom_smear()
[cfc0913]	50	self._fill_range_sizer()
[6bbeacd4]	51	self._set_smear(self.data)
[f72333f]	52	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
[2296316]	53	# bind key event
	54	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
[982e953]	55	self._set_bookmark_flag(False)
	56	self._set_save_flag(False)
[aad74b3]	57	self._set_preview_flag(False)
[716da5e]	58	self.btFit.SetFocus()
[9466f2d6]	59
	60
[66ff250]	61	def _on_fit_complete(self):
[34a0c17]	62	"""
[5062bbf]	63	When fit is complete ,reset the fit button label.
[34a0c17]	64	"""
[66ff250]	65	self.btFit.SetLabel("Fit")
	66	self.bind_fit_button()
[34a0c17]	67
[f72333f]	68	def _is_2D(self):
	69	"""
[5062bbf]	70	Check if data_name is Data2D
	71
	72	:return: True or False
	73
[f72333f]	74	"""
[ba1f0b2]	75	if self.data.__class__.__name__ == "Data2D" or \
	76	self.enable2D:
[f72333f]	77	return True
	78	return False
	79
[66ff250]	80	def _on_engine_change(self, name):
[77e23a2]	81	"""
[66ff250]	82	get the current name of the fit engine type
	83	and update the panel accordingly
[77e23a2]	84	"""
[66ff250]	85
	86	self.engine_type = str(name)
[0b12abb5]	87	self.state.engine_type = self.engine_type
[9e87b76]	88	if not self.is_mac:
	89	if len(self.parameters) == 0:
	90	self.Layout()
	91	return
[edd166b]	92	self.Layout()
[9e87b76]	93	self.Refresh()
[66ff250]	94
[6bbeacd4]	95
	96
[c77d859]	97	def _fill_range_sizer(self):
	98	"""
[5062bbf]	99	Fill the sizer containing the plotting range
	100	add access to npts
[c77d859]	101	"""
[51a71a3]	102	is_2Ddata = False
	103
	104	# Check if data is 2D
[ba1f0b2]	105	if self.data.__class__.__name__ == "Data2D" or \
	106	self.enable2D:
[51a71a3]	107	is_2Ddata = True
	108
[ff8f99b]	109	title = "Fitting"
[7609f1a]	110	#smear messages & titles
	111	smear_message_none = "No smearing is selected..."
	112	smear_message_dqdata = "The dQ data is being used for smearing..."
[f72333f]	113	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
[7609f1a]	114	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
	115	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
[2296316]	116	smear_message_2d_x_title = "<dQp>[1/A]:"
	117	smear_message_2d_y_title = "<dQs>[1/A]:"
[f72333f]	118	smear_message_pinhole_min_title = "dQ_low[1/A]:"
	119	smear_message_pinhole_max_title = "dQ_high[1/A]:"
[7609f1a]	120	smear_message_slit_height_title = "Slit height[1/A]:"
	121	smear_message_slit_width_title = "Slit width[1/A]:"
	122
	123	self._get_smear_info()
[c77d859]	124
[51a71a3]	125	#Sizers
	126	box_description_range = wx.StaticBox(self, -1,str(title))
	127	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
[7609f1a]	128	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
[c77d859]	129	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
[7609f1a]	130	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
	131	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
	132	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
	133	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
	134	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
	135	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
[0cf97c5]	136	sizer_fit = wx.GridSizer(2, 4, 2, 6)
[2012eae]	137
[f72333f]	138	# combobox for smear2d accuracy selection
	139	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
	140	self._set_accuracy_list()
	141	self.smear_accuracy.SetValue(self.smear2d_accuracy)
	142	self.smear_accuracy.SetSelection(0)
	143	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
	144
	145	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
	146
[2012eae]	147	#Fit button
	148	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
[e030625]	149	self.default_bt_colour = self.btFit.GetDefaultAttributes()
[29bf83b]	150	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
[2012eae]	151	self.btFit.SetToolTipString("Start fitting.")
[7609f1a]	152
[f72333f]	153	#textcntrl for custom resolution
	154	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	155	text_enter_callback = self.onPinholeSmear)
[f72333f]	156	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	157	text_enter_callback = self.onPinholeSmear)
[f72333f]	158	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	159	text_enter_callback = self.onSlitSmear)
[f72333f]	160	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	161	text_enter_callback = self.onSlitSmear)
[f72333f]	162
	163	## smear
	164	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
[7609f1a]	165	self.smear_data_left.SetValue(str(self.dq_l))
[f72333f]	166	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
[7609f1a]	167	self.smear_data_right.SetValue(str(self.dq_r))
	168
[f72333f]	169	#set default values for smear
[7609f1a]	170	self.smear_pinhole_max.SetValue(str(self.dx_max))
	171	self.smear_pinhole_min.SetValue(str(self.dx_min))
	172	self.smear_slit_height.SetValue(str(self.dxl))
	173	self.smear_slit_width.SetValue(str(self.dxw))
	174
[c77d859]	175	#Filling the sizer containing instruments smearing info.
[7609f1a]	176	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
	177	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
	178	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
	179	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
	180	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
	181	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
	182	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
[c77d859]	183	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
	184	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
[7609f1a]	185	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
	186	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
[ff8f99b]	187	self.disable_smearer.SetValue(True)
[c77d859]	188
[7609f1a]	189	# add 4 types of smearing to the sizer
	190	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
[c77d859]	191	sizer_smearer.Add((10,10))
[7609f1a]	192	sizer_smearer.Add( self.enable_smearer)
	193	sizer_smearer.Add((10,10))
	194	sizer_smearer.Add( self.pinhole_smearer )
	195	sizer_smearer.Add((10,10))
	196	sizer_smearer.Add( self.slit_smearer )
	197	sizer_smearer.Add((10,10))
	198
[51a71a3]	199	# StaticText for chi2, N(for fitting), Npts
	200	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
[e9875db]	201	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
[51a71a3]	202	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
[0cf97c5]	203	self.Npts_fit.SetToolTipString(\
	204	" Npts : number of points selected for fitting")
	205	self.Npts_total = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	206	style=wx.TE_PROCESS_ENTER,
	207	text_enter_callback=self._onQrangeEnter)
	208	self.Npts_total.SetValue(format_number(self.npts_x))
	209	self.Npts_total.SetToolTipString(\
	210	" Total Npts : total number of data points")
	211
[2296316]	212	# Update and Draw button
	213	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
[0cf97c5]	214	self.draw_button.Bind(wx.EVT_BUTTON, \
	215	self._onDraw,id= self.draw_button.GetId())
[2296316]	216	self.draw_button.SetToolTipString("Compute and Draw.")
	217
[51a71a3]	218	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
[0cf97c5]	219	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
	220	box_description_3= wx.StaticText(self, -1,'Total Npts')
	221	box_description_3.SetToolTipString( \
	222	" Total Npts : total number of data points")
[2296316]	223	#box_description_4= wx.StaticText(self, -1,' ')
[7609f1a]	224
[2012eae]	225
[51a71a3]	226	sizer_fit.Add(box_description_1,0,0)
	227	sizer_fit.Add(box_description_2,0,0)
	228	sizer_fit.Add(box_description_3,0,0)
[2296316]	229	sizer_fit.Add(self.draw_button,0,0)
[51a71a3]	230	sizer_fit.Add(self.tcChi,0,0)
	231	sizer_fit.Add(self.Npts_fit ,0,0)
	232	sizer_fit.Add(self.Npts_total,0,0)
	233	sizer_fit.Add(self.btFit,0,0)
	234
	235	# StaticText for smear
	236	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
[7609f1a]	237	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
	238	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
	239	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
[f72333f]	240	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
	241	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
[7609f1a]	242	self.smear_description_smear_type.SetValue(str(self.dq_l))
	243	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
	244	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
	245	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
	246	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
[f72333f]	247	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
[2296316]	248	self.smear_description_2d_x.SetToolTipString(" dQp(parallel) in q_r direction.")
[f72333f]	249	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
[2296316]	250	self.smear_description_2d_y.SetToolTipString(" dQs(perpendicular) in q_phi direction.")
[7609f1a]	251	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
	252	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
	253	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
	254	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
	255
	256	#arrange sizers
[51a71a3]	257	#boxsizer1.Add( self.tcChi )
[7609f1a]	258	self.sizer_set_smearer.Add(sizer_smearer )
	259	self.sizer_set_smearer.Add((10,10))
	260	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
	261	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
	262	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
	263	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
[f72333f]	264	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
	265	self.sizer_new_smear.Add( self.smear_accuracy )
[7609f1a]	266	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
	267	self.sizer_new_smear.Add((15,-1))
[f72333f]	268	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
[7609f1a]	269	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
	270	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
[f72333f]	271
[7609f1a]	272	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
	273	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
	274	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
	275	self.sizer_new_smear.Add((20,-1))
[f72333f]	276	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
[7609f1a]	277	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
	278	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
[f72333f]	279
[7609f1a]	280	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
	281	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
	282	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
	283
	284	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
	285	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
	286	self.sizer_set_smearer.Add((5,2))
	287	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
	288
[51a71a3]	289	# add all to chi2 sizer
	290	sizer_smearer_box.Add(self.sizer_set_smearer)
[7609f1a]	291	sizer_chi2.Add(sizer_smearer_box)
	292	sizer_chi2.Add((-1,5))
[51a71a3]	293
[7609f1a]	294	# hide all smear messages and textctrl
	295	self._hide_all_smear_info()
	296
	297	# get smear_selection
[f867cd9]	298	self.current_smearer= smear_selection( self.data, self.model )
[83ad478]	299
[7609f1a]	300	# Show only the relevant smear messages, etc
	301	if self.current_smearer == None:
[51a71a3]	302	if not is_2Ddata:
[7609f1a]	303	self.smear_description_none.Show(True)
	304	self.enable_smearer.Disable()
	305	else:
[f72333f]	306	self.smear_description_none.Show(True)
	307	#self.smear_description_2d.Show(True)
	308	#self.pinhole_smearer.Disable()
[7609f1a]	309	self.slit_smearer.Disable()
[f72333f]	310	#self.enable_smearer.Disable()
[0f8f831]	311	if self.data == None:
	312	self.slit_smearer.Disable()
	313	self.pinhole_smearer.Disable()
	314	self.enable_smearer.Disable()
[7609f1a]	315	else: self._show_smear_sizer()
[51a71a3]	316	boxsizer_range.Add(self.sizer_set_masking)
[6bbeacd4]	317	#2D data? default
	318	is_2Ddata = False
[7609f1a]	319
[6bbeacd4]	320	#check if it is 2D data
[ba1f0b2]	321	if self.data.__class__.__name__ == "Data2D" or \
	322	self.enable2D:
[6bbeacd4]	323	is_2Ddata = True
	324
	325	self.sizer5.Clear(True)
	326
[f95301b]	327	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
[6bbeacd4]	328	style=wx.TE_PROCESS_ENTER,
	329	text_enter_callback = self._onQrangeEnter)
[f95301b]	330	self.qmin.SetValue(str(self.qmin_x))
	331	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
[6bbeacd4]	332
	333	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
	334	style=wx.TE_PROCESS_ENTER,
	335	text_enter_callback=self._onQrangeEnter)
	336	self.qmax.SetValue(str(self.qmax_x))
	337	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
[0cf97c5]	338	"""
[6bbeacd4]	339	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	340	style=wx.TE_PROCESS_ENTER,
	341	text_enter_callback=self._onQrangeEnter)
	342	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
	343	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
[0cf97c5]	344	"""
[6bbeacd4]	345	id = wx.NewId()
	346	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
	347
	348	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
	349	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
	350
	351	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
[0cf97c5]	352	sizer= wx.GridSizer(2, 4, 2, 6)
[6bbeacd4]	353
	354	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
	355	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
	356	self.btEditMask.SetToolTipString("Edit Mask.")
	357	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
	358
	359	sizer.Add(wx.StaticText(self, -1, 'Q range'))
	360	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
	361	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
	362	sizer.Add(self.EditMask_title)
[0cf97c5]	363	#sizer.Add(wx.StaticText(self, -1, ''))
[6bbeacd4]	364	sizer.Add(self.reset_qrange)
[f95301b]	365	sizer.Add(self.qmin)
[6bbeacd4]	366	sizer.Add(self.qmax)
[0cf97c5]	367	#sizer.Add(self.theory_npts_tcrtl)
[6bbeacd4]	368	sizer.Add(self.btEditMask)
	369	boxsizer_range.Add(sizer_chi2)
	370	boxsizer_range.Add((10,10))
	371	boxsizer_range.Add(sizer)
	372
	373	boxsizer_range.Add((10,15))
	374	boxsizer_range.Add(sizer_fit)
	375	if is_2Ddata:
	376	self.btEditMask.Enable()
	377	self.EditMask_title.Enable()
	378	else:
	379	self.btEditMask.Disable()
	380	self.EditMask_title.Disable()
	381	## save state
	382	self.save_current_state()
	383	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
	384	self.sizer5.Layout()
	385
[c77d859]	386	def _fill_datainfo_sizer(self):
	387	"""
[5062bbf]	388	fill sizer 0 with data info
[c77d859]	389	"""
	390	## no loaded data , don't fill the sizer
[9237df4]	391	if self.data is None:
	392	data_min = ""
	393	data_max = ""
[4efefc6]	394	data_name = " None"
[9237df4]	395	else:
	396	data_name = self.data.name
	397	#set maximum range for x in linear scale
	398	if not hasattr(self.data,"data"): #Display only for 1D data fit
	399	# Minimum value of data
	400	data_min = min(self.data.x)
	401	# Maximum value of data
	402	data_max = max(self.data.x)
	403	else:
	404	## Minimum value of data
	405	data_min = 0
	406	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
	407	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
	408	## Maximum value of data
	409	data_max = math.sqrt(xx + yy)
[6bbeacd4]	410	## set q range to plot
	411	self.qmin_x = data_min
	412	self.qmax_x = data_max
[4efefc6]	413	box_description= wx.StaticBox(self, -1, 'I(q) Data Source')
[c77d859]	414	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	415	#----------------------------------------------------------
[9237df4]	416	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
[c77d859]	417	#Filling the sizer containing data related fields
[9237df4]	418	#self.dataSource = wx.StaticText(self, -1,str(self.data.name))
[7609f1a]	419	self.dataSource = BGTextCtrl(self, -1)
[9237df4]	420	self.dataSource.SetValue(str(data_name))
[7609f1a]	421	#self.dataSource.SetEditable(False)
[9237df4]	422	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
[c1e6400]	423	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
[9237df4]	424	sizer_data.Add(self.dataSource )
[88f286d]	425	sizer_data.Add( (0,5) )
[4efefc6]	426	"""
[c77d859]	427	#---------sizer 2 draw--------------------------------
[9237df4]	428	text4_3 = wx.StaticText(self, -1, 'Total Q Range (1/A)',
	429	style=wx.ALIGN_LEFT)
	430	sizer_range = wx.BoxSizer(wx.HORIZONTAL)
	431	sizer_range.Add( text4_3 ,0, wx.RIGHT, 10)
[7609f1a]	432	self.minimum_q = BGTextCtrl(self, -1, size=(_BOX_WIDTH,20))
[9237df4]	433	self.minimum_q.SetValue(str(data_min))
[7609f1a]	434	self.maximum_q = BGTextCtrl(self, -1,size=(_BOX_WIDTH,20))
[9237df4]	435	self.maximum_q.SetValue(str(data_max))
	436	sizer_range.Add(wx.StaticText(self, -1, "Min: "),0, wx.LEFT, 10)
	437	sizer_range.Add(self.minimum_q,0, wx.LEFT, 10)
	438	sizer_range.Add(wx.StaticText(self, -1, "Max: "),0, wx.LEFT, 10)
	439	sizer_range.Add(self.maximum_q,0, wx.LEFT, 10)
[4efefc6]	440	"""
[9237df4]	441	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
[4efefc6]	442	#boxsizer1.Add(sizer_range, 0 , wx.LEFT, 10)
[c77d859]	443	#------------------------------------------------------------
[4efefc6]	444
[c77d859]	445	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	446	self.sizer0.Layout()
[813334e]	447
[c77d859]	448	def _fill_model_sizer(self, sizer):
	449	"""
[5062bbf]	450	fill sizer containing model info
[c77d859]	451	"""
[7ad6ff5]	452	##Add model function Details button in fitpanel.
[ff8f99b]	453	##The following 3 lines are for Mac. Let JHC know before modifying...
	454	title = "Model"
[e4c9030]	455	self.formfactorbox = None
	456	self.multifactorbox = None
[88f286d]	457	self.mbox_description= wx.StaticBox(self, -1,str(title))
	458	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
	459
[7ad6ff5]	460	id = wx.NewId()
[e3a76c8]	461	self.model_help =wx.Button(self,id,'Details', size=(80,23))
[7ad6ff5]	462	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
	463	self.model_help.SetToolTipString("Model Function Help")
[a5701e6]	464	id = wx.NewId()
[6371c9c]	465	self.model_view = wx.Button(self, id,"1D Mode", size=(80, 23))
[a5701e6]	466	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
[8e33400]	467	hint = "toggle view of model from 1D to 2D or 2D to 1D"
[a5701e6]	468	self.model_view.SetToolTipString(hint)
	469
	470	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes', style=wx.RB_GROUP)
	471	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
	472	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
	473	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
	474
	475	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	476	id= self.shape_rbutton.GetId())
	477	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	478	id= self.shape_indep_rbutton.GetId())
	479	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	480	id= self.struct_rbutton.GetId())
	481	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	482	id= self.plugin_rbutton.GetId())
	483	#MAC needs SetValue
	484	self.shape_rbutton.SetValue(True)
	485
	486	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
	487	sizer_radiobutton.Add(self.shape_rbutton)
	488	sizer_radiobutton.Add(self.shape_indep_rbutton)
	489	#sizer_radiobutton.Add((5, 5))
	490	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
	491	sizer_radiobutton.Add(self.plugin_rbutton)
	492	sizer_radiobutton.Add(self.struct_rbutton)
	493	#sizer_radiobutton.Add((5, 5))
	494	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
	495
	496	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
	497	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
	498
	499	self.text1 = wx.StaticText(self,-1,"" )
	500	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
	501	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
	502	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
	503	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
	504	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
	505
	506	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
	507	if self.model!= None:
	508	self.formfactorbox.SetValue(self.model.name)
	509	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	510	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	511	self.initialize_combox()
	512	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
[9466f2d6]	513
[a5701e6]	514	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
	515	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
	516	## check model type to show sizer
	517	if self.model !=None:
	518	self._set_model_sizer_selection(self.model)
	519
	520	sizer_selection.Add(self.text1)
	521	sizer_selection.Add((5, 5))
	522	sizer_selection.Add(self.formfactorbox)
	523	sizer_selection.Add((5, 5))
	524	sizer_selection.Add(self.text2)
	525	sizer_selection.Add((5, 5))
	526	sizer_selection.Add(self.structurebox)
	527
	528	mutifactor_selection.Add((10,5))
	529	mutifactor_selection.Add(self.mutifactor_text)
	530	mutifactor_selection.Add(self.multifactorbox)
	531	mutifactor_selection.Add((5, 5))
	532	mutifactor_selection.Add(self.mutifactor_text1)
	533	mutifactor_selection.Add((10, 5))
	534	mutifactor_selection.Add(self.show_sld_button)
	535
	536
	537	boxsizer1.Add(sizer_radiobutton)
	538	boxsizer1.Add((10, 10))
	539	boxsizer1.Add(sizer_selection)
	540	boxsizer1.Add((10, 10))
	541	boxsizer1.Add(mutifactor_selection)
	542
	543	self._set_multfactor_combobox()
	544	self.multifactorbox.SetSelection(1)
	545	self.show_sld_button.Hide()
	546	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	547	sizer.Layout()
[5062bbf]	548
[2296316]	549	def _set_sizer_dispersion(self):
[c77d859]	550	"""
[5062bbf]	551	draw sizer with gaussian dispersity parameters
[c77d859]	552	"""
	553	self.fittable_param=[]
	554	self.fixed_param=[]
[60132ef]	555	self.orientation_params_disp=[]
[920a6e5]	556
[c77d859]	557	self.sizer4_4.Clear(True)
	558	if self.model==None:
	559	##no model is selected
	560	return
	561	if not self.enable_disp.GetValue():
	562	## the user didn't select dispersity display
	563	return
[b421b1a]	564
[376916c]	565	self._reset_dispersity()
[b421b1a]	566
[2296316]	567	## fill a sizer with the combobox to select dispersion type
	568	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
	569	model_disp = wx.StaticText(self, -1, 'Function')
	570
	571	import sans.models.dispersion_models
	572	self.polydisp= sans.models.dispersion_models.models
[b421b1a]	573
[2296316]	574	ix = 0
	575	iy = 0
[52efcc5]	576	disp = wx.StaticText(self, -1, ' ')
[c77d859]	577	self.sizer4_4.Add(disp,( iy, ix),(1,1),
	578	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	579	ix += 1
[2296316]	580	values = wx.StaticText(self, -1, 'PD[ratio]')
[01b6bd0]	581	polytext = "Polydispersity (= STD/mean); "
	582	polytext += "the standard deviation over the mean value."
	583	values.SetToolTipString(polytext)
[d7b7156]	584
	585	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
	586	0)
[c77d859]	587	ix +=2
[e5a1c31]	588	if self.is_mac:
	589	err_text = 'Error'
	590	else:
	591	err_text = ''
	592	self.text_disp_1 = wx.StaticText(self, -1, err_text)
[c77d859]	593	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
	594	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	595
	596
	597	ix +=1
	598	self.text_disp_min = wx.StaticText(self, -1, 'Min')
	599	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
	600	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	601
[920a6e5]	602	ix +=1
	603	self.text_disp_max = wx.StaticText(self, -1, 'Max')
	604	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
	605	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[339b563]	606
[c77d859]	607	ix += 1
	608	npts = wx.StaticText(self, -1, 'Npts')
[d7b7156]	609	npts.SetToolTipString("Number of sampling points for the numerical\n\
	610	integration over the distribution function.")
[c77d859]	611	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	612	ix += 1
[2296316]	613	nsigmas = wx.StaticText(self, -1, 'Nsigs')
[d7b7156]	614	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
	615	of the distribution function will be used for weighting. \n\
	616	The value '3' covers 99.5% for Gaussian distribution \n\
[01b6bd0]	617	function. Note: Not recommended to change this value.")
[d7b7156]	618	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
	619	0)
[2296316]	620	ix +=1
	621	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
	622	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	623
	624	if self.engine_type=="park":
	625	self.text_disp_max.Show(True)
	626	self.text_disp_min.Show(True)
[6dc9ad8]	627
[c77d859]	628	for item in self.model.dispersion.keys():
[780d095]	629	if not item in self.model.orientation_params:
[edd166b]	630	if not self.disp_cb_dict.has_key(item):
	631	self.disp_cb_dict[item]= None
[d7b7156]	632	name0="Distribution of " + item
[780d095]	633	name1=item+".width"
	634	name2=item+".npts"
	635	name3=item+".nsigmas"
[c99a6c5]	636	if not self.model.details.has_key(name1):
[b421b1a]	637	self.model.details [name1] = ["",None,None]
[c99a6c5]	638
[780d095]	639	iy += 1
	640	for p in self.model.dispersion[item].keys():
	641
	642	if p=="width":
	643	ix = 0
[d7b7156]	644	cb = wx.CheckBox(self, -1, name0, (10, 10))
[2296316]	645	cb.SetToolTipString("Check mark to fit")
[780d095]	646	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	647	self.sizer4_4.Add( cb,( iy, ix),(1,1),
[d7b7156]	648	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
[2296316]	649	5)
[780d095]	650	ix = 1
	651	value= self.model.getParam(name1)
[2296316]	652	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
[d7b7156]	653	,style=wx.TE_PROCESS_ENTER)
[01b6bd0]	654	ctl1.SetLabel('PD[ratio]')
	655	poly_text = "Polydispersity (STD/mean) of %s\n" % item
	656	poly_text += "STD: the standard deviation"
	657	poly_text += " from the mean value."
	658	ctl1.SetToolTipString(poly_text)
[2296316]	659	ctl1.SetValue(str (format_number(value, True)))
[780d095]	660	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
	661	## text to show error sign
	662	ix = 2
	663	text2=wx.StaticText(self, -1, '+/-')
	664	self.sizer4_4.Add(text2,(iy, ix),(1,1),
	665	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[ce92ded]	666	if not self.is_mac:
	667	text2.Hide()
[b421b1a]	668
[780d095]	669	ix = 3
[2296316]	670	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
[d7b7156]	671	style=0)
[eacf1d66]	672
[d7b7156]	673	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
	674	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[ce92ded]	675	if not self.is_mac:
	676	ctl2.Hide()
[eacf1d66]	677
[920a6e5]	678	ix = 4
[d7b7156]	679	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
	680	20), style=wx.TE_PROCESS_ENTER,
	681	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	682
[d7b7156]	683	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
	684	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	685
[920a6e5]	686
	687	ix = 5
[d7b7156]	688	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
	689	20), style=wx.TE_PROCESS_ENTER,
	690	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	691
[d7b7156]	692	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
	693	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[eacf1d66]	694
[920a6e5]	695
	696	if self.engine_type=="park":
	697	ctl3.Show(True)
	698	ctl4.Show(True)
[2296316]	699
[780d095]	700	elif p=="npts":
[920a6e5]	701	ix = 6
[780d095]	702	value= self.model.getParam(name2)
[d7b7156]	703	Tctl = self.ModelTextCtrl(self, -1,
[2296316]	704	size=(_BOX_WIDTH/2.2,20),
[780d095]	705	style=wx.TE_PROCESS_ENTER)
[1a94c36]	706
[780d095]	707	Tctl.SetValue(str (format_number(value)))
	708	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
	709	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	710	self.fixed_param.append([None,name2, Tctl,None,None,
	711	None, None,None])
	712	elif p=="nsigmas":
[920a6e5]	713	ix = 7
[780d095]	714	value= self.model.getParam(name3)
[d7b7156]	715	Tct2 = self.ModelTextCtrl(self, -1,
[2296316]	716	size=(_BOX_WIDTH/2.2,20),
[780d095]	717	style=wx.TE_PROCESS_ENTER)
[1a94c36]	718
[c985bef]	719	Tct2.SetValue(str (format_number(value)))
	720	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
[780d095]	721	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	722	#ix +=1
	723	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
	724	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	725
[2296316]	726	self.fixed_param.append([None, name3, Tct2,
	727	None, None, None,
	728	None, None])
	729
	730
	731	ix = 8
	732	disp_box = wx.ComboBox(self, -1,size=(65,-1),
	733	style=wx.CB_READONLY, name = '%s'% name1)
	734	for key, value in self.polydisp.iteritems():
	735	name_disp = str(key)
	736	disp_box.Append(name_disp,value)
	737	disp_box.SetStringSelection("gaussian")
	738	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
	739	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
	740	self.fittable_param.append([cb,name1,ctl1,text2,
	741	ctl2, ctl3, ctl4, disp_box])
	742
[780d095]	743	ix =0
	744	iy +=1
[d7b7156]	745	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
	746	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	747	first_orient = True
[780d095]	748	for item in self.model.dispersion.keys():
	749	if item in self.model.orientation_params:
[edd166b]	750	if not self.disp_cb_dict.has_key(item):
	751	self.disp_cb_dict[item]= None
[d7b7156]	752	name0="Distribution of " + item
[780d095]	753	name1=item+".width"
	754	name2=item+".npts"
	755	name3=item+".nsigmas"
[d7b7156]	756
[c99a6c5]	757	if not self.model.details.has_key(name1):
[b421b1a]	758	self.model.details [name1] = ["",None,None]
	759
	760
[780d095]	761	iy += 1
	762	for p in self.model.dispersion[item].keys():
	763
	764	if p=="width":
	765	ix = 0
[d7b7156]	766	cb = wx.CheckBox(self, -1, name0, (10, 10))
[2296316]	767	cb.SetToolTipString("Check mark to fit")
[780d095]	768	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	769	self.sizer4_4.Add( cb,( iy, ix),(1,1),
[d7b7156]	770	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
[2296316]	771	5)
[ba1f0b2]	772	if self.data.__class__.__name__ == "Data2D" or \
	773	self.enable2D:
[6dc9ad8]	774	cb.Show(True)
[c99a6c5]	775	elif cb.IsShown():
[6dc9ad8]	776	cb.Hide()
[780d095]	777	ix = 1
	778	value= self.model.getParam(name1)
[2296316]	779	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
[d7b7156]	780	20),style=wx.TE_PROCESS_ENTER)
[01b6bd0]	781	poly_tip = "Absolute Sigma for %s." % item
	782	ctl1.SetToolTipString(poly_tip)
[2296316]	783	ctl1.SetValue(str (format_number(value, True)))
[ba1f0b2]	784	if self.data.__class__.__name__ == "Data2D" or \
	785	self.enable2D:
[d7b7156]	786	if first_orient:
[01b6bd0]	787	values.SetLabel('PD[ratio], Sig[deg]')
	788	poly_text = "PD(polydispersity for lengths):\n"
	789	poly_text += "It should be a value between"
	790	poly_text += "0 and 1\n"
	791	poly_text += "Sigma for angles: \n"
	792	poly_text += "It is the STD (ratio*mean)"
[2b0f822]	793	poly_text += " of the distribution.\n "
[01b6bd0]	794
	795	values.SetToolTipString(poly_text)
[d7b7156]	796	first_orient = False
[6dc9ad8]	797	ctl1.Show(True)
[c99a6c5]	798	elif ctl1.IsShown():
[6dc9ad8]	799	ctl1.Hide()
[d7b7156]	800
[780d095]	801	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
	802	## text to show error sign
	803	ix = 2
	804	text2=wx.StaticText(self, -1, '+/-')
	805	self.sizer4_4.Add(text2,(iy, ix),(1,1),
	806	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[e792aee]	807
	808	text2.Hide()
[b421b1a]	809
[780d095]	810	ix = 3
[2296316]	811	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
[d7b7156]	812	style=0)
[b421b1a]	813
[d7b7156]	814	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
	815	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[e792aee]	816
	817	ctl2.Hide()
[1180528]	818	if self.data.__class__.__name__ == "Data2D" or \
	819	self.enable2D:
	820	if self.is_mac:
	821	text2.Show(True)
	822	ctl2.Show(True)
[920a6e5]	823
	824	ix = 4
[d7b7156]	825	ctl3 = self.ModelTextCtrl(self, -1,
	826	size=(_BOX_WIDTH/2,20),
	827	style=wx.TE_PROCESS_ENTER,
	828	text_enter_callback = self._onparamRangeEnter)
[eacf1d66]	829
[d7b7156]	830	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
	831	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[c99a6c5]	832
[920a6e5]	833	ctl3.Hide()
	834
	835	ix = 5
[d7b7156]	836	ctl4 = self.ModelTextCtrl(self, -1,
	837	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
	838	text_enter_callback = self._onparamRangeEnter)
	839	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
	840	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	841	ctl4.Hide()
	842
[ba1f0b2]	843	if self.data.__class__.__name__ == "Data2D" or \
	844	self.enable2D:
[920a6e5]	845	ctl3.Show(True)
[c99a6c5]	846	ctl4.Show(True)
[2296316]	847
[780d095]	848	elif p=="npts":
[920a6e5]	849	ix = 6
[780d095]	850	value= self.model.getParam(name2)
[d7b7156]	851	Tctl = self.ModelTextCtrl(self, -1,
[2296316]	852	size=(_BOX_WIDTH/2.2, 20),
[780d095]	853	style=wx.TE_PROCESS_ENTER)
[1a94c36]	854
[780d095]	855	Tctl.SetValue(str (format_number(value)))
[ba1f0b2]	856	if self.data.__class__.__name__ == "Data2D" or \
	857	self.enable2D:
[6dc9ad8]	858	Tctl.Show(True)
[780d095]	859	else:
[6dc9ad8]	860	Tctl.Hide()
[780d095]	861	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
	862	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	863	self.fixed_param.append([None,name2, Tctl,None,None,
	864	None, None,None])
[d7b7156]	865	self.orientation_params_disp.append([None,name2,
	866	Tctl,None,None,
[780d095]	867	None, None,None])
	868	elif p=="nsigmas":
[920a6e5]	869	ix = 7
[780d095]	870	value= self.model.getParam(name3)
[d7b7156]	871	Tct2 = self.ModelTextCtrl(self, -1,
[2296316]	872	size=(_BOX_WIDTH/2.2,20),
[780d095]	873	style=wx.TE_PROCESS_ENTER)
[1a94c36]	874
[c985bef]	875	Tct2.SetValue(str (format_number(value)))
[ba1f0b2]	876	if self.data.__class__.__name__ == "Data2D" or \
	877	self.enable2D:
[c985bef]	878	Tct2.Show(True)
[780d095]	879	else:
[c985bef]	880	Tct2.Hide()
	881	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
[780d095]	882	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	883
[7975f2b]	884
[c985bef]	885	self.fixed_param.append([None,name3, Tct2
[d7b7156]	886	,None,None, None, None,None])
[920a6e5]	887
[d7b7156]	888	self.orientation_params_disp.append([None,name3,
	889	Tct2 ,None,None, None, None,None])
	890
[2296316]	891
	892	ix = 8
	893	disp_box = wx.ComboBox(self, -1,size=(65,-1),
	894	style=wx.CB_READONLY, name = '%s'% name1)
	895	for key, value in self.polydisp.iteritems():
	896	name_disp = str(key)
	897	disp_box.Append(name_disp,value)
	898	disp_box.SetStringSelection("gaussian")
	899	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
	900	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
	901	self.fittable_param.append([cb,name1,ctl1,text2,
	902	ctl2, ctl3, ctl4, disp_box])
	903	self.orientation_params_disp.append([cb,name1,ctl1,
	904	text2, ctl2, ctl3, ctl4, disp_box])
	905
[ba1f0b2]	906	if self.data.__class__.__name__ == "Data2D" or \
	907	self.enable2D:
[2296316]	908	disp_box.Show(True)
	909	else:
	910	disp_box.Hide()
	911
	912
[b421b1a]	913	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
	914
[71f0373]	915	self.state.model = self.model.clone()
[240b9966]	916	## save state into
[4043c96]	917	self.state.cb1 = self.cb1.GetValue()
[920a6e5]	918	self._copy_parameters_state(self.parameters, self.state.parameters)
[240b9966]	919	self._copy_parameters_state(self.orientation_params_disp,
	920	self.state.orientation_params_disp)
[d7b7156]	921	self._copy_parameters_state(self.fittable_param,
	922	self.state.fittable_param)
[240b9966]	923	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
[d40a9cd]	924
	925
[c77d859]	926	wx.PostEvent(self.parent, StatusEvent(status=\
	927	" Selected Distribution: Gaussian"))
[b324aa9]	928	#Fill the list of fittable parameters
	929	self.select_all_param(event=None)
	930
[71f0373]	931	self.Layout()
[7975f2b]	932
[2296316]	933
	934	def _onDraw(self, event):
	935	"""
	936	Update and Draw the model
	937	"""
	938	if self.model ==None:
	939	msg="Please select a Model first..."
	940	wx.MessageBox(msg, 'Info')
[06aa2eeb]	941
[2296316]	942	return
	943	flag = self._update_paramv_on_fit()
	944	self._onparamEnter_helper()
	945	if not flag:
	946	msg= "The parameters are invalid"
	947	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
	948	return
	949
	950
[c77d859]	951	def _onFit(self, event):
	952	"""
[5062bbf]	953	Allow to fit
[c77d859]	954	"""
[054c10a]	955	if event != None:
	956	event.Skip()
[dc613d6]	957	if len(self.parent._manager.fit_thread_list)>0 and\
	958	self.parent._manager._fit_engine != "park":
	959	msg = "The FitEnging will be set to 'ParkMC'\n"
	960	msg += " to fit with more than one data set..."
	961	wx.MessageBox(msg, 'Info')
	962	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
	963	# "Fitting: %s"%msg))
	964
[504dd9f5]	965	if self.data is None:
[ecfcef6]	966	msg = "Please get Data first..."
[504dd9f5]	967	wx.MessageBox(msg, 'Info')
	968	wx.PostEvent(self._manager.parent, StatusEvent(status=\
	969	"Fit: %s" % msg))
	970	return
	971	if self.model is None:
	972	msg = "Please select a Model first..."
[4470b10]	973	wx.MessageBox(msg, 'Info')
[90a7bbd]	974	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[2296316]	975	"Fit: %s"%msg, type="stop"))
[4470b10]	976	return
[ecfcef6]	977
	978	if len(self.param_toFit) <= 0:
	979	msg= "Select at least one parameter to fit"
	980	wx.MessageBox(msg, 'Info')
	981	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
	982	type="stop" ))
	983	return
	984
[85b3971]	985	flag = self._update_paramv_on_fit()
[acd0bda3]	986
[c77d859]	987	if not flag:
[7609f1a]	988	msg= "Fitting range or parameters are invalid"
[2296316]	989	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
	990	type="stop"))
[c77d859]	991	return
[ecfcef6]	992
[7975f2b]	993	self.select_param(event =None)
[acd0bda3]	994
[c99a6c5]	995	#Clear errors if exist from previous fitting
[edd166b]	996	#self._clear_Err_on_Fit()
[d0ce2c30]	997
[d7b7156]	998	# Remove or do not allow fitting on the Q=0 point, especially
	999	# when y(q=0)=None at x[0].
[f95301b]	1000	self.qmin_x = float(self.qmin.GetValue())
[c13b8cc]	1001	self.qmax_x = float( self.qmax.GetValue())
[dc613d6]	1002	self._manager._reset_schedule_problem(value=0, uid=self.uid)
[66ff250]	1003	self._manager.schedule_for_fit(uid=self.uid,value=1, fitproblem =None)
	1004	self._manager.set_fit_range(uid=self.uid,qmin= self.qmin_x,
[d7b7156]	1005	qmax= self.qmax_x)
[ad6dd4c]	1006
[c77d859]	1007	#single fit
[dc613d6]	1008	self._manager.onFit(uid=self.uid)
[66ff250]	1009	self.btFit.SetLabel("Stop")
	1010	self.bind_fit_button()
[cfbd06a]	1011
[f22e626]	1012
[66ff250]	1013	def bind_fit_button(self):
	1014	"""
	1015	bind the fit button to either fit handler or stop fit handler
	1016	"""
[29bf83b]	1017	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
[66ff250]	1018	if self.btFit.GetLabel().lower() == "stop":
[f22e626]	1019	self.fit_started = True
[29bf83b]	1020	self.btFit.SetForegroundColour('red')
	1021	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
[66ff250]	1022	id=self.btFit.GetId())
	1023	elif self.btFit.GetLabel().lower() == "fit":
[f22e626]	1024	self.fit_started = False
[e030625]	1025	self.btFit.SetDefault()
[29bf83b]	1026	self.btFit.SetForegroundColour('black')
[e030625]	1027	#self.btFit.SetBackgroundColour(self.default_bt_colour)
[29bf83b]	1028	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
[66ff250]	1029	id=self.btFit.GetId())
	1030	else:
	1031	msg = "FitPage: fit button has unknown label"
	1032	raise ValuerError, msg
	1033	self._manager._reset_schedule_problem(value=0)
	1034
[f22e626]	1035	def is_fitting(self):
	1036	if self.fit_started:
	1037	self._StopFit(event=None)
	1038
	1039	def _StopFit(self, event=None):
[ad6dd4c]	1040	"""
[5062bbf]	1041	Stop fit
[ad6dd4c]	1042	"""
[3ddc2c4]	1043	#time.sleep(0.1)
[5f2de0aa]	1044	if event != None:
	1045	event.Skip()
[66ff250]	1046	#if self.engine_type=="scipy":
	1047	self._manager.stop_fit(self.uid)
	1048	self._manager._reset_schedule_problem(value=0)
[db47703]	1049	self._on_fit_complete()
[66ff250]	1050
[0b12abb5]	1051	def _on_select_model(self, event=None):
[c77d859]	1052	"""
[5062bbf]	1053	call back for model selection
[6747217]	1054	"""
[9466f2d6]	1055
[9a22655]	1056
[59a7f2d]	1057	self._on_select_model_helper()
[70c57ebf]	1058	self.set_model_param_sizer(self.model)
[982e953]	1059	if self.model is None:
	1060	self._set_bookmark_flag(False)
[2657df9]	1061	self._keep.Enable(False)
[982e953]	1062	self._set_save_flag(False)
[3b605bb]	1063	self.enable_disp.SetValue(False)
	1064	self.disable_disp.SetValue(True)
[4043c96]	1065	try:
	1066	self.set_dispers_sizer()
	1067	except:
	1068	pass
[53ae26d]	1069	#self.btFit.SetFocus()
[6747217]	1070	self.state.enable_disp = self.enable_disp.GetValue()
	1071	self.state.disable_disp = self.disable_disp.GetValue()
	1072	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	1073	self.state.slit_smearer = self.slit_smearer.GetValue()
	1074
	1075	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
	1076	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
	1077
[9237df4]	1078	if self.model != None:
[1258aa3]	1079	if self.data != None:
	1080	self._set_bookmark_flag(True)
[2657df9]	1081	self._keep.Enable(True)
[f932c02]	1082	#self._set_save_flag(True)
[64bda1e]	1083	# Reset smearer, model and data
[6bbeacd4]	1084	self._set_smear(self.data)
[70c57ebf]	1085	try:
[6bbeacd4]	1086	# update smearer sizer
	1087	self.onSmear(None)
[64bda1e]	1088	temp_smear = None
[70c57ebf]	1089	if self.enable_smearer.GetValue():
[64bda1e]	1090	# Set the smearer environments
[6bbeacd4]	1091	temp_smear = self.smearer
[70c57ebf]	1092	except:
[66ff250]	1093	raise
[70c57ebf]	1094	## error occured on chisqr computation
[66ff250]	1095	#pass
[0b12abb5]	1096	## event to post model to fit to fitting plugins
	1097	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
[d9638fd]	1098
[6bbeacd4]	1099	## set smearing value whether or not
	1100	# the data contain the smearing info
	1101	evt = ModelEventbox(model=self.model,
	1102	smearer=temp_smear,
	1103	qmin=float(self.qmin_x),
[66ff250]	1104	uid=self.uid,
[6bbeacd4]	1105	qmax=float(self.qmax_x))
	1106
	1107	self._manager._on_model_panel(evt=evt)
[88f286d]	1108	self.mbox_description.SetLabel("Model [%s]" % str(self.model.name))
[0b12abb5]	1109	self.state.model = self.model.clone()
	1110	self.state.model.name = self.model.name
[88f286d]	1111
[31f9c172]	1112	self._draw_model()
[6bbeacd4]	1113	if event != None:
[3595309d]	1114	## post state to fit panel
[e030625]	1115	new_event = PageInfoEvent(page = self)
	1116	wx.PostEvent(self.parent, new_event)
[9466f2d6]	1117	#update list of plugins if new plugin is available
	1118	if self.plugin_rbutton.GetValue():
	1119	temp = self.parent.update_model_list()
	1120	if temp:
	1121	self.model_list_box = temp
	1122	current_val = self.formfactorbox.GetValue()
	1123	pos = self.formfactorbox.GetSelection()
	1124	self._show_combox_helper()
	1125	self.formfactorbox.SetSelection(pos)
	1126	self.formfactorbox.SetValue(current_val)
[31f9c172]	1127	self._onDraw(event=None)
[ce92ded]	1128	self.SetupScrolling()
[9466f2d6]	1129
[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	"""
[6bbeacd4]	1632	flag = False
	1633	if self.data is None and data is not None:
	1634	self.window_name = str(data.name)
	1635	## Title to appear on top of the window
	1636	self.window_caption = str(data.name)
	1637	flag = True
[9237df4]	1638	self.data = data
	1639	if self.data is None:
	1640	data_min = ""
	1641	data_max = ""
	1642	data_name = ""
[982e953]	1643	self._set_bookmark_flag(False)
[2657df9]	1644	self._keep.Enable(False)
[982e953]	1645	self._set_save_flag(False)
[9237df4]	1646	else:
[1258aa3]	1647	if self.model != None:
	1648	self._set_bookmark_flag(True)
[2657df9]	1649	self._keep.Enable(True)
[982e953]	1650	self._set_save_flag(True)
[aad74b3]	1651	self._set_preview_flag(True)
[ba1f0b2]	1652
[6bbeacd4]	1653	self._set_smear(data)
[7609f1a]	1654	# more disables for 2D
[ba1f0b2]	1655	if self.data.__class__.__name__ == "Data2D" or \
	1656	self.enable2D:
[7609f1a]	1657	self.slit_smearer.Disable()
[ba1f0b2]	1658	self.pinhole_smearer.Enable(True)
[51a71a3]	1659	self.default_mask = copy.deepcopy(self.data.mask)
[0f8f831]	1660	else:
	1661	self.slit_smearer.Enable(True)
	1662	self.pinhole_smearer.Enable(True)
[e2f0554]	1663
[ffa69b6]	1664	self.formfactorbox.Enable()
	1665	self.structurebox.Enable()
[9237df4]	1666	data_name = self.data.name
	1667	#set maximum range for x in linear scale
	1668	if not hasattr(self.data,"data"): #Display only for 1D data fit
	1669	# Minimum value of data
	1670	data_min = min(self.data.x)
	1671	# Maximum value of data
	1672	data_max = max(self.data.x)
[51a71a3]	1673	#number of total data points
	1674	self.Npts_total.SetValue(str(len(self.data.x)))
	1675	#default:number of data points selected to fit
	1676	self.Npts_fit.SetValue(str(len(self.data.x)))
[19403da]	1677	self.btEditMask.Disable()
	1678	self.EditMask_title.Disable()
[9237df4]	1679	else:
[e2f0554]	1680
[9237df4]	1681	## Minimum value of data
	1682	data_min = 0
	1683	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
	1684	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
	1685	## Maximum value of data
	1686	data_max = math.sqrt(xx + yy)
[51a71a3]	1687	#number of total data points
	1688	self.Npts_total.SetValue(str(len(self.data.data)))
	1689	#default:number of data points selected to fit
	1690	self.Npts_fit.SetValue(str(len(self.data.data)))
[19403da]	1691	self.btEditMask.Enable()
	1692	self.EditMask_title.Enable()
[e9875db]	1693	self.Npts_total.SetEditable(False)
	1694	self.Npts_total.SetBackgroundColour(\
	1695	self.GetParent().GetBackgroundColour())
	1696
	1697	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
	1698	#self.Npts_total.Disable()
[9237df4]	1699	self.dataSource.SetValue(data_name)
	1700	self.qmin_x = data_min
	1701	self.qmax_x = data_max
[4efefc6]	1702	#self.minimum_q.SetValue(str(data_min))
	1703	#self.maximum_q.SetValue(str(data_max))
[f95301b]	1704	self.qmin.SetValue(str(data_min))
[ffa69b6]	1705	self.qmax.SetValue(str(data_max))
[f95301b]	1706	self.qmin.SetBackgroundColour("white")
[ffa69b6]	1707	self.qmax.SetBackgroundColour("white")
	1708	self.state.data = data
	1709	self.state.qmin = self.qmin_x
	1710	self.state.qmax = self.qmax_x
[e2f0554]	1711
[6bbeacd4]	1712	#update model plot with new data information
	1713	if flag:
[e2f0554]	1714	#set model view button
	1715	if self.data.__class__.__name__ == "Data2D":
	1716	self.enable2D = True
	1717	self.model_view.SetLabel("2D Mode")
	1718	else:
	1719	self.enable2D = False
	1720	self.model_view.SetLabel("1D Mode")
[fa65e99]	1721
[e2f0554]	1722	self.model_view.Disable()
[6bbeacd4]	1723	self._draw_model()
[e9875db]	1724
	1725	def _npts_click(self, event):
	1726	"""
	1727	Prevent further handling of the mouse event on Npts_total
	1728	by not calling Skip().
	1729	"""
	1730	pass
	1731
[240b9966]	1732	def reset_page(self, state,first=False):
[a074145]	1733	"""
[5062bbf]	1734	reset the state
[a074145]	1735	"""
	1736	self.reset_page_helper(state)
[0b12abb5]	1737	#import sans.guiframe.gui_manager
	1738	#evt = ModelEventbox(model=state.model)
	1739	#wx.PostEvent(self.event_owner, evt)
[edd166b]	1740
	1741	if self.engine_type != None:
[90a7bbd]	1742	self._manager._on_change_engine(engine=self.engine_type)
[7975f2b]	1743
[edd166b]	1744	self.select_param(event = None)
	1745	#Save state_fit
[c985bef]	1746	self.save_current_state_fit()
[7975f2b]	1747	self._lay_out()
[c985bef]	1748	self.Refresh()
[edd166b]	1749
[2140e68]	1750	def get_range(self):
	1751	"""
[5062bbf]	1752	return the fitting range
[2140e68]	1753	"""
[c9a4377]	1754	return float(self.qmin_x) , float(self.qmax_x)
[7975f2b]	1755
	1756	def get_npts2fit(self):
	1757	"""
[5062bbf]	1758	return numbers of data points within qrange
	1759
	1760	:Note: This is for Park where chi2 is not normalized by Npts of fit
	1761
[7975f2b]	1762	"""
[6bbeacd4]	1763	if self.data is None:
	1764	return
[7975f2b]	1765	npts2fit = 0
	1766	qmin,qmax = self.get_range()
[ba1f0b2]	1767	if self.data.__class__.__name__ == "Data2D" or \
	1768	self.enable2D:
[d7b7156]	1769	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
	1770	self.data.qy_data*self.data.qy_data )
[51a71a3]	1771	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
	1772	index_data= (index_data)&(self.data.mask)
	1773	index_data = (index_data)&(numpy.isfinite(self.data.data))
	1774	npts2fit = len(self.data.data[index_data])
[7975f2b]	1775	else:
	1776	for qx in self.data.x:
	1777	if qx >= qmin and qx <= qmax:
	1778	npts2fit += 1
	1779	return npts2fit
	1780
[51a71a3]	1781	def set_npts2fit(self):
	1782	"""
[5062bbf]	1783	setValue Npts for fitting
[51a71a3]	1784	"""
	1785	self.Npts_fit.SetValue(str(self.get_npts2fit()))
	1786
[c69b6d5]	1787	def get_chi2(self):
	1788	"""
[5062bbf]	1789	return the current chi2
[c69b6d5]	1790	"""
[2012eae]	1791	return self.tcChi.GetValue()
[c77d859]	1792
	1793	def get_param_list(self):
	1794	"""
[5062bbf]	1795	:return self.param_toFit: list containing references to TextCtrl
[c77d859]	1796	checked.Theses TextCtrl will allow reference to parameters to fit.
[5062bbf]	1797
	1798	:raise: if return an empty list of parameter fit will nnote work
[c77d859]	1799	properly so raise ValueError,"missing parameter to fit"
	1800	"""
	1801	if self.param_toFit !=[]:
	1802	return self.param_toFit
	1803	else:
[ba1f0b2]	1804	msg = "missing parameters to fit"
	1805	wx.MessageBox(msg, 'warning')
	1806	return False
	1807	#raise ValueError,"missing parameters to fit"
[c77d859]	1808
[2296316]	1809	def onsetValues(self, chisqr, p_name, out, cov):
[c77d859]	1810	"""
[5062bbf]	1811	Build the panel from the fit result
	1812
	1813	:param chisqr: Value of the goodness of fit metric
	1814	:param p_name: the name of parameters
	1815	:param out: list of parameter with the best value found during fitting
	1816	:param cov: Covariance matrix
	1817
[c77d859]	1818	"""
[edd166b]	1819	if out == None or not numpy.isfinite(chisqr):
	1820	raise ValueError,"Fit error occured..."
	1821
	1822	is_modified = False
[bd0a098e]	1823	has_error = False
	1824	dispersity = ''
[7975f2b]	1825
	1826	#Hide textctrl boxes of errors.
[edd166b]	1827	self._clear_Err_on_Fit()
[7975f2b]	1828
	1829	#Check if chi2 is finite
[2296316]	1830	if chisqr != None and numpy.isfinite(chisqr):
[e575db9]	1831	#format chi2
[7609f1a]	1832	if self.engine_type == "park":
[e575db9]	1833	npt_fit = float(self.get_npts2fit())
[7609f1a]	1834	if npt_fit > 0:
	1835	chisqr =chisqr/npt_fit
[2296316]	1836	chi2 = format_number(chisqr, True)
[2012eae]	1837	self.tcChi.SetValue(chi2)
[7975f2b]	1838	self.tcChi.Refresh()
	1839	else:
[2012eae]	1840	self.tcChi.SetValue("-")
[c13b8cc]	1841
[edd166b]	1842	#Hide error title
[ce92ded]	1843	if self.text2_3.IsShown() and not self.is_mac:
	1844	self.text2_3.Hide()
[edd166b]	1845
[e473e4f5]	1846	try:
[2296316]	1847	if self.enable_disp.GetValue():
	1848	if hasattr(self,"text_disp_1" ):
[ce92ded]	1849	if self.text_disp_1 != None and not self.is_mac:
[2296316]	1850	self.text_disp_1.Hide()
[e473e4f5]	1851	except:
[bd0a098e]	1852	dispersity = None
[e473e4f5]	1853	pass
[c77d859]	1854	#set the panel when fit result are float not list
[c99a6c5]	1855	if out.__class__== numpy.float64:
[2296316]	1856	self.param_toFit[0][2].SetValue(format_number(out, True))
[0a518e4c]	1857
[ce92ded]	1858	if self.param_toFit[0][4].IsShown and not self.is_mac:
[c69b6d5]	1859	self.param_toFit[0][4].Hide()
[c77d859]	1860	if cov !=None :
	1861	self.text2_3.Show(True)
[e473e4f5]	1862	try:
[2296316]	1863	if self.enable_disp.GetValue():
	1864	if hasattr(self,"text_disp_1" ):
	1865	if self.text_disp_1 !=None:
	1866	self.text_disp_1.Show(True)
[e473e4f5]	1867	except:
	1868	pass
[c99a6c5]	1869
[ad6dd4c]	1870	if cov[0]==None or not numpy.isfinite(cov[0]):
[ce92ded]	1871	if self.param_toFit[0][3].IsShown and not self.is_mac:
[c69b6d5]	1872	self.param_toFit[0][3].Hide()
[7975f2b]	1873	else:
	1874	self.param_toFit[0][3].Show(True)
[69bee6d]	1875	self.param_toFit[0][4].Show(True)
[2296316]	1876	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
[ffb838f]	1877	has_error = True
[c77d859]	1878	else:
[edd166b]	1879
[c69b6d5]	1880	i = 0
[c77d859]	1881	#Set the panel when fit result are list
[ce92ded]	1882	for item in self.param_toFit:
[f56bf29]	1883	if len(item)>5 and item != None:
[edd166b]	1884	## reset error value to initial state
[f56bf29]	1885	if not self.is_mac:
	1886	item[3].Hide()
	1887	item[4].Hide()
[d3fe885]	1888
[edd166b]	1889	for ind in range(len(out)):
	1890
[ce92ded]	1891	if item[1] == p_name[ind]:
[edd166b]	1892	break
[7975f2b]	1893	if len(out)<=len(self.param_toFit) and out[ind] !=None:
[ce92ded]	1894	val_out = format_number(out[ind], True)
	1895	item[2].SetValue(val_out)
[c4d723b]	1896
[c99a6c5]	1897
[7975f2b]	1898	if(cov !=None):
[edd166b]	1899
	1900	try:
[7975f2b]	1901	if dispersity !=None:
[2296316]	1902	if self.enable_disp.GetValue():
[7975f2b]	1903	if hasattr(self,"text_disp_1" ):
	1904	if self.text_disp_1!=None:
[ce92ded]	1905	if not self.text_disp_1.IsShown()\
	1906	and not self.is_mac:
[7975f2b]	1907	self.text_disp_1.Show(True)
[edd166b]	1908	except:
	1909	pass
	1910
[7975f2b]	1911	if cov[ind]!=None :
	1912	if numpy.isfinite(float(cov[ind])):
[2296316]	1913	val_err = format_number(cov[ind], True)
[ce92ded]	1914	if not self.is_mac:
	1915	item[3].Show(True)
	1916	item[4].Show(True)
	1917	item[4].SetValue(val_err)
[c4d723b]	1918
[7975f2b]	1919	has_error = True
[e575db9]	1920	i += 1
[c99a6c5]	1921	#Show error title when any errors displayed
[b421b1a]	1922	if has_error:
[c99a6c5]	1923	if not self.text2_3.IsShown():
[86ab3f2]	1924	self.text2_3.Show(True)
[7975f2b]	1925	## save current state
	1926	self.save_current_state()
[c4d723b]	1927
[cdb042d]	1928	#self._lay_out()
[3821f64]	1929	if not self.is_mac:
	1930	self.Layout()
	1931	self.Refresh()
[f6aee42]	1932	self._mac_sleep(0.1)
[37290c4]	1933	#plot model ( when drawing, do not update chisqr value again)
[bd02c72]	1934	self._draw_model(update_chisqr=False)
[7975f2b]	1935	#PostStatusEvent
[12cd4ec]	1936	#msg = "Fit completed!dddd "
	1937	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[c69b6d5]	1938
[7609f1a]	1939	def onPinholeSmear(self, event):
	1940	"""
[5062bbf]	1941	Create a custom pinhole smear object that will change the way residuals
	1942	are compute when fitting
	1943
	1944	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
	1945	None for 1D
	1946
[7609f1a]	1947	"""
	1948
[6bbeacd4]	1949	#if self.check_invalid_panel():
	1950	# return
[7609f1a]	1951	if self.model ==None:
[4470b10]	1952	self.disable_smearer.SetValue(True)
	1953	msg="Please select a Model first..."
	1954	wx.MessageBox(msg, 'Info')
[90a7bbd]	1955	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[7609f1a]	1956	"Smear: %s"%msg))
	1957	return
[4470b10]	1958
[2d409fa]	1959	# Need update param values
[f72333f]	1960	self._update_paramv_on_fit()
	1961
[7609f1a]	1962	# msg default
	1963	msg = None
	1964	if event != None:
	1965	tcrtl= event.GetEventObject()
	1966	# event case of radio button
	1967	if tcrtl.GetValue()== True:
	1968	self.dx_min = 0.0
	1969	self.dx_max = 0.0
	1970	is_new_pinhole = True
	1971	else:
	1972	is_new_pinhole = self._is_changed_pinhole()
[d493f66]	1973	else:
[1da28b8]	1974	is_new_pinhole = True
[7609f1a]	1975	# if any value is changed
	1976	if is_new_pinhole:
	1977	msg = self._set_pinhole_smear()
	1978	# hide all silt sizer
	1979	self._hide_all_smear_info()
[f72333f]	1980
[7609f1a]	1981	##Calculate chi2
[f72333f]	1982	temp_smearer = self.current_smearer
	1983	#self.compute_chisqr(smearer= temp_smearer)
	1984
[7609f1a]	1985	# show relevant slit sizers
	1986	self._show_smear_sizer()
[f72333f]	1987
[7609f1a]	1988	self.sizer_set_smearer.Layout()
	1989	self.Layout()
	1990
	1991	if event != None:
	1992	event.Skip()
	1993	#self._undo.Enable(True)
	1994	self.save_current_state()
	1995	event = PageInfoEvent(page = self)
	1996	wx.PostEvent(self.parent, event)
	1997
	1998	def _is_changed_pinhole(self):
	1999	"""
[5062bbf]	2000	check if any of pinhole smear is changed
	2001
	2002	:return: True or False
	2003
[7609f1a]	2004	"""
	2005	# get the values
	2006	pin_min = self.smear_pinhole_min.GetValue()
	2007	pin_max = self.smear_pinhole_max.GetValue()
	2008
	2009	# Check changes in slit width
	2010	try:
	2011	dx_min = float(pin_min)
	2012	except:
	2013	return True
	2014	if self.dx_min != dx_min:
	2015	return True
	2016
	2017	# Check changes in slit heigth
	2018	try:
	2019	dx_max = float(pin_max)
	2020	except:
	2021	return True
	2022	if self.dx_max != dx_max:
	2023	return True
	2024	return False
	2025
	2026	def _set_pinhole_smear(self):
	2027	"""
[5062bbf]	2028	Set custom pinhole smear
	2029
	2030	:return: msg
	2031
[7609f1a]	2032	"""
	2033	# copy data
	2034	data = copy.deepcopy(self.data)
[f72333f]	2035	if self._is_2D():
	2036	self.smear_type = 'Pinhole2d'
	2037	len_data = len(data.data)
	2038	data.dqx_data = numpy.zeros(len_data)
	2039	data.dqy_data = numpy.zeros(len_data)
	2040	else:
	2041	self.smear_type = 'Pinhole'
	2042	len_data = len(data.x)
	2043	data.dx = numpy.zeros(len_data)
	2044	data.dxl = None
	2045	data.dxw = None
[7609f1a]	2046	msg = None
	2047
	2048	get_pin_min = self.smear_pinhole_min
	2049	get_pin_max = self.smear_pinhole_max
	2050
[f72333f]	2051	if not check_float(get_pin_min):
	2052	get_pin_min.SetBackgroundColour("pink")
	2053	msg= "Model Error:wrong value entered!!!"
	2054	elif not check_float(get_pin_max ):
	2055	get_pin_max.SetBackgroundColour("pink")
	2056	msg= "Model Error:wrong value entered!!!"
	2057	else:
[7609f1a]	2058	if len_data < 2: len_data = 2
	2059	self.dx_min = float(get_pin_min.GetValue())
	2060	self.dx_max = float(get_pin_max.GetValue())
[f72333f]	2061	if self.dx_min < 0:
	2062	get_pin_min.SetBackgroundColour("pink")
	2063	msg= "Model Error:This value can not be negative!!!"
	2064	elif self.dx_max <0:
	2065	get_pin_max.SetBackgroundColour("pink")
	2066	msg= "Model Error:This value can not be negative!!!"
	2067	elif self.dx_min != None and self.dx_max != None:
	2068	if self._is_2D():
	2069	data.dqx_data[data.dqx_data==0] = self.dx_min
	2070	data.dqy_data[data.dqy_data==0] = self.dx_max
	2071	elif self.dx_min == self.dx_max:
[7609f1a]	2072	data.dx[data.dx==0] = self.dx_min
	2073	else:
[f72333f]	2074	step = (self.dx_max - self.dx_min)/(len_data-1)
[d7b7156]	2075	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
	2076	step)
[7609f1a]	2077	elif self.dx_min != None:
[f72333f]	2078	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
	2079	else: data.dx[data.dx==0] = self.dx_min
[7609f1a]	2080	elif self.dx_max != None:
[f72333f]	2081	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
	2082	else: data.dx[data.dx==0] = self.dx_max
[f867cd9]	2083	self.current_smearer = smear_selection(data, self.model)
[4fbc93e]	2084	# 2D need to set accuracy
	2085	if self._is_2D():
[d7b7156]	2086	self.current_smearer.set_accuracy(accuracy = \
	2087	self.smear2d_accuracy)
[7609f1a]	2088
[f72333f]	2089	if msg != None:
[90a7bbd]	2090	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
[f72333f]	2091	else:
	2092	get_pin_min.SetBackgroundColour("white")
	2093	get_pin_max.SetBackgroundColour("white")
[7609f1a]	2094	## set smearing value whether or not the data contain the smearing info
[6bbeacd4]	2095	self._manager.set_smearer(smearer=self.current_smearer,
[ba1f0b2]	2096	enable2D=self.enable2D,
[6bbeacd4]	2097	qmin=float(self.qmin_x),
	2098	qmax= float(self.qmax_x),
[b29e47e]	2099	uid=self.uid)
[7609f1a]	2100	return msg
	2101
	2102	def update_pinhole_smear(self):
	2103	"""
[5062bbf]	2104	called by kill_focus on pinhole TextCntrl
	2105	to update the changes
	2106
	2107	:return: False when wrong value was entered
	2108
[7609f1a]	2109	"""
	2110	# msg default
	2111	msg = None
	2112	# check if any value is changed
	2113	if self._is_changed_pinhole():
	2114	msg = self._set_pinhole_smear()
	2115	#self._undo.Enable(True)
	2116	self.save_current_state()
	2117
	2118	if msg != None:
	2119	return False
	2120	else:
	2121	return True
	2122
	2123	def onSlitSmear(self, event):
	2124	"""
[5062bbf]	2125	Create a custom slit smear object that will change the way residuals
	2126	are compute when fitting
[7609f1a]	2127	"""
[4470b10]	2128
[6bbeacd4]	2129	#if self.check_invalid_panel():
	2130	# return
[4470b10]	2131
[7609f1a]	2132	if self.model ==None:
[4470b10]	2133	self.disable_smearer.SetValue(True)
	2134
	2135	msg="Please select a Model first..."
	2136	wx.MessageBox(msg, 'Info')
[90a7bbd]	2137	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[7609f1a]	2138	"Smear: %s"%msg))
	2139	return
[4470b10]	2140
[2d409fa]	2141	# Need update param values
	2142	self._update_paramv_on_fit()
[f72333f]	2143
[7609f1a]	2144	# msg default
	2145	msg = None
	2146	# for event given
	2147	if event != None:
	2148	tcrtl= event.GetEventObject()
	2149	# event case of radio button
	2150	if tcrtl.GetValue():
	2151	self.dxl = 0.0
	2152	self.dxw = 0.0
	2153	is_new_slit = True
	2154	else:
	2155	is_new_slit = self._is_changed_slit()
[d493f66]	2156	else:
[1da28b8]	2157	is_new_slit = True
[4470b10]	2158
[7609f1a]	2159	# if any value is changed
	2160	if is_new_slit:
	2161	msg = self._set_slit_smear()
[4470b10]	2162
[7609f1a]	2163	# hide all silt sizer
	2164	self._hide_all_smear_info()
	2165	##Calculate chi2
[f72333f]	2166	#self.compute_chisqr(smearer= self.current_smearer)
[7609f1a]	2167	# show relevant slit sizers
	2168	self._show_smear_sizer()
	2169	self.sizer_set_smearer.Layout()
	2170	self.Layout()
[4470b10]	2171
[7609f1a]	2172	if event != None:
	2173	event.Skip()
	2174	#self._undo.Enable(True)
	2175	self.save_current_state()
	2176	event = PageInfoEvent(page = self)
	2177	wx.PostEvent(self.parent, event)
	2178	if msg != None:
[90a7bbd]	2179	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
[7609f1a]	2180
	2181	def _is_changed_slit(self):
	2182	"""
[5062bbf]	2183	check if any of slit lengths is changed
	2184
	2185	:return: True or False
[4470b10]	2186
[5062bbf]	2187	"""
[7609f1a]	2188	# get the values
	2189	width = self.smear_slit_width.GetValue()
	2190	height = self.smear_slit_height.GetValue()
	2191
[d7b7156]	2192	# check and change the box bg color if it was pink
	2193	# but it should be white now
[7609f1a]	2194	# because this is the case that _set_slit_smear() will not handle
	2195	if height.lstrip().rstrip()=="":
	2196	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2197	if width.lstrip().rstrip()=="":
	2198	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2199
	2200	# Check changes in slit width
	2201	if width == "":
	2202	dxw = 0.0
	2203	else:
	2204	try:
	2205	dxw = float(width)
	2206	except:
	2207	return True
	2208	if self.dxw != dxw:
	2209	return True
	2210
	2211	# Check changes in slit heigth
	2212	if height == "":
	2213	dxl = 0.0
	2214	else:
	2215	try:
	2216	dxl = float(height)
	2217	except:
	2218	return True
	2219	if self.dxl != dxl:
	2220	return True
[4470b10]	2221
[7609f1a]	2222	return False
	2223
	2224	def _set_slit_smear(self):
	2225	"""
[5062bbf]	2226	Set custom slit smear
	2227
	2228	:return: message to inform the user about the validity
	2229	of the values entered for slit smear
[7609f1a]	2230	"""
[ba1f0b2]	2231	if self.data.__class__.__name__ == "Data2D" or \
	2232	self.enable2D:
[0b12abb5]	2233	return
[7609f1a]	2234	temp_smearer = None
	2235	# make sure once more if it is smearer
	2236	data = copy.deepcopy(self.data)
	2237	data_len = len(data.x)
	2238	data.dx = None
	2239	data.dxl = None
	2240	data.dxw = None
	2241	msg = None
	2242
	2243	try:
	2244	self.dxl = float(self.smear_slit_height.GetValue())
	2245	data.dxl = self.dxl* numpy.ones(data_len)
	2246	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2247	except:
	2248	data.dxl = numpy.zeros(data_len)
	2249	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
	2250	self.smear_slit_height.SetBackgroundColour("pink")
	2251	msg = "Wrong value entered... "
	2252	else:
	2253	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2254	try:
	2255	self.dxw = float(self.smear_slit_width.GetValue())
	2256	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2257	data.dxw = self.dxw* numpy.ones(data_len)
	2258	except:
	2259	data.dxw = numpy.zeros(data_len)
	2260	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
	2261	self.smear_slit_width.SetBackgroundColour("pink")
	2262	msg = "Wrong Fit value entered... "
	2263	else:
	2264	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[4470b10]	2265
[f867cd9]	2266	self.current_smearer = smear_selection(data, self.model)
[7609f1a]	2267	#temp_smearer = self.current_smearer
	2268	## set smearing value whether or not the data contain the smearing info
[6bbeacd4]	2269	self._manager.set_smearer(smearer=self.current_smearer,
[ba1f0b2]	2270	enable2D=self.enable2D,
[6bbeacd4]	2271	qmin=float(self.qmin_x),
	2272	qmax= float(self.qmax_x),
[512bbd0]	2273	uid=self.uid)
[7609f1a]	2274	return msg
	2275
	2276	def update_slit_smear(self):
	2277	"""
[5062bbf]	2278	called by kill_focus on pinhole TextCntrl
	2279	to update the changes
	2280
	2281	:return: False when wrong value was entered
	2282
[7609f1a]	2283	"""
	2284	# msg default
	2285	msg = None
	2286	# check if any value is changed
	2287	if self._is_changed_slit():
	2288	msg = self._set_slit_smear()
	2289	#self._undo.Enable(True)
	2290	self.save_current_state()
	2291
	2292	if msg != None:
	2293	return False
	2294	else:
	2295	return True
	2296
[c77d859]	2297	def onSmear(self, event):
	2298	"""
[5062bbf]	2299	Create a smear object that will change the way residuals
	2300	are compute when fitting
[c77d859]	2301	"""
[f72333f]	2302	if event != None:
	2303	event.Skip()
[6bbeacd4]	2304	if self.data is None:
[ffa69b6]	2305	return
[6bbeacd4]	2306
[64bda1e]	2307	if self.model == None:
[4470b10]	2308	self.disable_smearer.SetValue(True)
	2309	msg="Please select a Model first..."
	2310	wx.MessageBox(msg, 'Info')
[90a7bbd]	2311	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[2a2af47]	2312	"Smear: %s"%msg))
	2313	return
[f72333f]	2314
[2d409fa]	2315	# Need update param values
	2316	self._update_paramv_on_fit()
[6bbeacd4]	2317
[3370922]	2318	temp_smearer = None
[7609f1a]	2319	self._get_smear_info()
	2320
	2321	#renew smear sizer
	2322	if self.smear_type != None:
	2323	self.smear_description_smear_type.SetValue(str(self.smear_type))
	2324	self.smear_data_left.SetValue(str(self.dq_l))
	2325	self.smear_data_right.SetValue(str(self.dq_r))
[f72333f]	2326
[7609f1a]	2327	self._hide_all_smear_info()
	2328
	2329	data = copy.deepcopy(self.data)
	2330	# make sure once more if it is smearer
[f867cd9]	2331	self.current_smearer = smear_selection(data, self.model)
[f72333f]	2332
[c77d859]	2333	if self.enable_smearer.GetValue():
	2334	if hasattr(self.data,"dxl"):
[7609f1a]	2335
[c77d859]	2336	msg= ": Resolution smearing parameters"
	2337	if hasattr(self.data,"dxw"):
	2338	msg= ": Slit smearing parameters"
[997131a]	2339	if self.smearer ==None:
[90a7bbd]	2340	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[c77d859]	2341	"Data contains no smearing information"))
	2342	else:
[90a7bbd]	2343	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[f72333f]	2344	"Data contains smearing information"))
	2345
	2346	#self.smear_description_dqdata.Show(True)
[7609f1a]	2347	self.smear_data_left.Show(True)
	2348	self.smear_data_right.Show(True)
[f72333f]	2349	temp_smearer= self.current_smearer
[7609f1a]	2350	elif self.disable_smearer.GetValue():
	2351	self.smear_description_none.Show(True)
	2352
	2353	self._show_smear_sizer()
[f72333f]	2354
[7609f1a]	2355	self.sizer_set_smearer.Layout()
	2356	self.Layout()
[fb8daaaf]	2357	## set smearing value whether or not the data contain the smearing info
[ba1f0b2]	2358	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer,
	2359	enable2D=self.enable2D,
	2360	qmin= float(self.qmin_x),
[6bbeacd4]	2361	qmax= float(self.qmax_x), draw=True)
	2362
[5582a9f1]	2363	self.state.enable_smearer= self.enable_smearer.GetValue()
	2364	self.state.disable_smearer=self.disable_smearer.GetValue()
[7609f1a]	2365	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	2366	self.state.slit_smearer = self.slit_smearer.GetValue()
[f72333f]	2367
	2368	def on_complete_chisqr(self, event):
	2369	"""
[5062bbf]	2370	print result chisqr
	2371
	2372	:event: activated by fitting/ complete after draw
	2373
[f72333f]	2374	"""
	2375	try:
[06aa2eeb]	2376	if event == None:
	2377	output= "-"
	2378	elif not numpy.isfinite(event.output):
[f72333f]	2379	output= "-"
	2380	else:
	2381	output = event.output
[2296316]	2382	self.tcChi.SetValue(str(format_number(output, True)))
[f72333f]	2383
[3c44c66]	2384	self.state.tcChi = self.tcChi.GetValue()
[f72333f]	2385	except:
	2386	pass
[c77d859]	2387
[5062bbf]	2388
[c77d859]	2389	def select_all_param(self,event):
	2390	"""
[5062bbf]	2391	set to true or false all checkBox given the main checkbox value cb1
[d1e0473]	2392	"""
[c77d859]	2393	self.param_toFit=[]
	2394	if self.parameters !=[]:
[998b6b8]	2395	if self.cb1.GetValue():
[c77d859]	2396	for item in self.parameters:
[3fef0a8]	2397	## for data2D select all to fit
[ba1f0b2]	2398	if self.data.__class__.__name__== "Data2D" or \
	2399	self.enable2D:
[c77d859]	2400	item[0].SetValue(True)
	2401	self.param_toFit.append(item )
[3fef0a8]	2402	else:
	2403	## for 1D all parameters except orientation
	2404	if not item in self.orientation_params:
	2405	item[0].SetValue(True)
	2406	self.param_toFit.append(item )
[b324aa9]	2407	#if len(self.fittable_param)>0:
	2408	for item in self.fittable_param:
[ba1f0b2]	2409	if self.data.__class__.__name__== "Data2D" or \
	2410	self.enable2D:
[b324aa9]	2411	item[0].SetValue(True)
	2412	self.param_toFit.append(item )
[2296316]	2413	try:
	2414	if len(self.values[item[1]]) > 0:
	2415	item[0].SetValue(False)
	2416	except:
	2417	pass
	2418
[b324aa9]	2419	else:
	2420	## for 1D all parameters except orientation
	2421	if not item in self.orientation_params_disp:
[3fef0a8]	2422	item[0].SetValue(True)
	2423	self.param_toFit.append(item )
[2296316]	2424	try:
	2425	if len(self.values[item[1]]) > 0:
	2426	item[0].SetValue(False)
	2427	except:
	2428	pass
	2429
[c77d859]	2430	else:
	2431	for item in self.parameters:
	2432	item[0].SetValue(False)
	2433	for item in self.fittable_param:
	2434	item[0].SetValue(False)
	2435	self.param_toFit=[]
[330573d]	2436
[52cac46]	2437	self.save_current_state_fit()
[b324aa9]	2438
[3595309d]	2439	if event !=None:
[3a37fe0]	2440	#self._undo.Enable(True)
[3595309d]	2441	## post state to fit panel
	2442	event = PageInfoEvent(page = self)
	2443	wx.PostEvent(self.parent, event)
	2444
[c77d859]	2445	def select_param(self,event):
	2446	"""
[5062bbf]	2447	Select TextCtrl checked for fitting purpose and stores them
	2448	in self.param_toFit=[] list
[c77d859]	2449	"""
	2450	self.param_toFit=[]
	2451	for item in self.parameters:
[edd166b]	2452	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2453	if self.data.__class__.__name__ != "Data2D" and\
	2454	not self.enable2D:
[edd166b]	2455	if item in self.orientation_params:
	2456	continue
[c77d859]	2457	#Select parameters to fit for list of primary parameters
[998b6b8]	2458	if item[0].GetValue():
[c77d859]	2459	if not (item in self.param_toFit):
	2460	self.param_toFit.append(item )
	2461	else:
	2462	#remove parameters from the fitting list
	2463	if item in self.param_toFit:
	2464	self.param_toFit.remove(item)
[edd166b]	2465
[d7b7156]	2466	#Select parameters to fit for list of fittable parameters
	2467	# with dispersion
[c77d859]	2468	for item in self.fittable_param:
[edd166b]	2469	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2470	if self.data.__class__.__name__ != "Data2D" and\
	2471	not self.enable2D:
[edd166b]	2472	if item in self.orientation_params:
	2473	continue
[998b6b8]	2474	if item[0].GetValue():
[c77d859]	2475	if not (item in self.param_toFit):
	2476	self.param_toFit.append(item)
	2477	else:
	2478	#remove parameters from the fitting list
	2479	if item in self.param_toFit:
[edd166b]	2480	self.param_toFit.remove(item)
	2481
	2482	#Calculate num. of angle parameters
[ba1f0b2]	2483	if self.data.__class__.__name__ == "Data2D" or \
	2484	self.enable2D:
[edd166b]	2485	len_orient_para = 0
	2486	else:
	2487	len_orient_para = len(self.orientation_params) #assume even len
	2488	#Total num. of angle parameters
	2489	if len(self.fittable_param) > 0:
	2490	len_orient_para *= 2
[c77d859]	2491	#Set the value of checkbox that selected every checkbox or not
[d7b7156]	2492	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
	2493	len(self.param_toFit):
[c77d859]	2494	self.cb1.SetValue(True)
	2495	else:
	2496	self.cb1.SetValue(False)
[52cac46]	2497	self.save_current_state_fit()
[3595309d]	2498	if event !=None:
[3a37fe0]	2499	#self._undo.Enable(True)
[3595309d]	2500	## post state to fit panel
	2501	event = PageInfoEvent(page = self)
	2502	wx.PostEvent(self.parent, event)
[c77d859]	2503
[77e23a2]	2504	def set_model_param_sizer(self, model):
[c77d859]	2505	"""
[5062bbf]	2506	Build the panel from the model content
	2507
	2508	:param model: the model selected in combo box for fitting purpose
	2509
[c77d859]	2510	"""
	2511	self.sizer3.Clear(True)
	2512	self.parameters = []
[fb59ed9]	2513	self.str_parameters = []
[c77d859]	2514	self.param_toFit=[]
	2515	self.fittable_param=[]
	2516	self.fixed_param=[]
[780d095]	2517	self.orientation_params=[]
[60132ef]	2518	self.orientation_params_disp=[]
[c77d859]	2519
	2520	if model ==None:
	2521	self.sizer3.Layout()
[ce92ded]	2522	self.SetupScrolling()
[c77d859]	2523	return
[707436d]	2524	## the panel is drawn using the current value of the fit engine
[90a7bbd]	2525	if self.engine_type==None and self._manager !=None:
	2526	self.engine_type= self._manager._return_engine_type()
[c99a6c5]	2527
[c77d859]	2528	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
	2529	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	2530	sizer = wx.GridBagSizer(5,5)
	2531	## save the current model
	2532	self.model = model
	2533
	2534	keys = self.model.getParamList()
	2535	#list of dispersion paramaters
	2536	self.disp_list=self.model.getDispParamList()
[b421b1a]	2537
[db08737]	2538	def custom_compare(a,b):
	2539	"""
	2540	Custom compare to order, first by alphabets then second by number.
	2541	"""
[fb59ed9]	2542	# number at the last digit
[db08737]	2543	a_last = a[len(a)-1]
	2544	b_last = b[len(b)-1]
[fb59ed9]	2545	# default
[db08737]	2546	num_a = None
	2547	num_b = None
[fb59ed9]	2548	# split the names
	2549	a2 = a.lower().split('_')
	2550	b2 = b.lower().split('_')
	2551	# check length of a2, b2
	2552	len_a2 = len(a2)
	2553	len_b2 = len(b2)
[db08737]	2554	# check if it contains a int number(<10)
	2555	try:
	2556	num_a = int(a_last)
	2557	except: pass
	2558	try:
	2559	num_b = int(b_last)
	2560	except: pass
[fb59ed9]	2561	# Put 'scale' near the top; happens
	2562	# when numbered param name exists
	2563	if a == 'scale':
	2564	return -1
[db08737]	2565	# both have a number
	2566	if num_a != None and num_b != None:
[fb59ed9]	2567	if num_a > num_b: return -1
	2568	# same number
[db08737]	2569	elif num_a == num_b:
[fb59ed9]	2570	# different last names
	2571	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
	2572	return -cmp(a2[len_a2-1], b2[len_b2-1])
	2573	else:
	2574	return cmp(a, b)
	2575	else: return 1
[db08737]	2576	# one of them has a number
[20905a0]	2577	elif num_a != None: return 1
	2578	elif num_b != None: return -1
[fb59ed9]	2579	# no numbers
[20905a0]	2580	else: return cmp(a.lower(), b.lower())
[fb59ed9]	2581
[20905a0]	2582
[db08737]	2583	keys.sort(custom_compare)
[c77d859]	2584
[6dc9ad8]	2585	iy = 0
[c77d859]	2586	ix = 0
[2f6c260]	2587	select_text = "Select All"
[b324aa9]	2588	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
[c77d859]	2589	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
[2f6c260]	2590	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
[ecfcef6]	2591	self.cb1.SetValue(True)
[c77d859]	2592
	2593	sizer.Add(self.cb1,(iy, ix),(1,1),\
[eda428b]	2594	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
[c77d859]	2595	ix +=1
[f56bf29]	2596	self.text2_2 = wx.StaticText(self, -1, 'Value')
[c77d859]	2597	sizer.Add(self.text2_2,(iy, ix),(1,1),\
	2598	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2599	ix +=2
[f56bf29]	2600	self.text2_3 = wx.StaticText(self, -1, 'Error')
[c77d859]	2601	sizer.Add(self.text2_3,(iy, ix),(1,1),\
	2602	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[3821f64]	2603	if not self.is_mac:
	2604	self.text2_3.Hide()
[c77d859]	2605	ix +=1
	2606	self.text2_min = wx.StaticText(self, -1, 'Min')
	2607	sizer.Add(self.text2_min,(iy, ix),(1,1),\
	2608	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	2609	#self.text2_min.Hide()
[c77d859]	2610	ix +=1
	2611	self.text2_max = wx.StaticText(self, -1, 'Max')
	2612	sizer.Add(self.text2_max,(iy, ix),(1,1),\
	2613	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	2614	#self.text2_max.Hide()
[6fdfc8f]	2615	ix += 1
	2616	self.text2_4 = wx.StaticText(self, -1, '[Units]')
	2617	sizer.Add(self.text2_4,(iy, ix),(1,1),\
	2618	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2619	self.text2_4.Hide()
[b421b1a]	2620
[c77d859]	2621	for item in keys:
[d7b7156]	2622	if not item in self.disp_list and not item in \
	2623	self.model.orientation_params:
[b421b1a]	2624
	2625	##prepare a spot to store errors
	2626	if not self.model.details.has_key(item):
	2627	self.model.details [item] = ["",None,None]
	2628
[c77d859]	2629	iy += 1
	2630	ix = 0
[8960479]	2631	if (self.model.__class__ in \
	2632	self.model_list_box["Multi-Functions"] or \
	2633	self.temp_multi_functional)\
	2634	and (item in self.model.non_fittable):
[fb59ed9]	2635	non_fittable_name = wx.StaticText(self, -1, item )
	2636	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
	2637	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
	2638	## add parameter value
	2639	ix += 1
	2640	value= self.model.getParam(item)
	2641	if len(self.model.fun_list) > 0:
	2642	num = item.split('_')[1][5:7]
[d7b7156]	2643	fun_box = wx.ComboBox(self, -1,size=(100,-1),
	2644	style=wx.CB_READONLY, name = '%s'% item)
[fb59ed9]	2645	self._set_fun_box_list(fun_box)
	2646	fun_box.SetSelection(0)
[d7b7156]	2647	#self.fun_box.SetToolTipString("A function
	2648	# describing the interface")
[fb59ed9]	2649	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
	2650	else:
[d7b7156]	2651	fun_box = self.ModelTextCtrl(self, -1,
	2652	size=(_BOX_WIDTH,20),
	2653	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
[fb59ed9]	2654	fun_box.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2655	fun_box.SetValue(format_number(value, True))
[fb59ed9]	2656	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
[d7b7156]	2657	self.str_parameters.append([None,item, fun_box,
[2296316]	2658	None, None, None,
	2659	None, None])
[fb59ed9]	2660
	2661
[7975f2b]	2662	else:
[fb59ed9]	2663	## add parameters name with checkbox for selecting to fit
	2664	cb = wx.CheckBox(self, -1, item )
[2296316]	2665	cb.SetToolTipString(" Check mark to fit.")
[fb59ed9]	2666	#cb.SetValue(True)
	2667	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[dcf29d7]	2668
[fb59ed9]	2669	sizer.Add( cb,( iy, ix),(1,1),
	2670	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
	2671
	2672	## add parameter value
	2673	ix += 1
	2674	value= self.model.getParam(item)
	2675	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
	2676	style=wx.TE_PROCESS_ENTER)
	2677	ctl1.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2678	ctl1.SetValue(format_number(value, True))
[fb59ed9]	2679	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
	2680	## text to show error sign
	2681	ix += 1
	2682	text2=wx.StaticText(self, -1, '+/-')
	2683	sizer.Add(text2,(iy, ix),(1,1),\
	2684	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[ce92ded]	2685	if not self.is_mac:
	2686	text2.Hide()
[fb59ed9]	2687	ix += 1
[2296316]	2688	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
[d7b7156]	2689	sizer.Add(ctl2, (iy,ix),(1,1),
	2690	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[ce92ded]	2691	if not self.is_mac:
	2692	ctl2.Hide()
[fb59ed9]	2693
	2694	ix += 1
[2296316]	2695	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
[d7b7156]	2696	style=wx.TE_PROCESS_ENTER,
	2697	text_enter_callback = self._onparamRangeEnter)
[fb59ed9]	2698
[d7b7156]	2699	sizer.Add(ctl3, (iy,ix),(1,1),
	2700	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[fb59ed9]	2701
	2702	ix += 1
[2296316]	2703	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
[d7b7156]	2704	style=wx.TE_PROCESS_ENTER,
	2705	text_enter_callback = self._onparamRangeEnter)
	2706	sizer.Add(ctl4, (iy,ix),(1,1),
[2296316]	2707	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
[fb59ed9]	2708
	2709	ix +=1
	2710	# Units
	2711	if self.model.details.has_key(item):
[d7b7156]	2712	units = wx.StaticText(self, -1,
	2713	self.model.details[item][0], style=wx.ALIGN_LEFT)
[fb59ed9]	2714	else:
	2715	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
[d7b7156]	2716	sizer.Add(units, (iy,ix),(1,1),
	2717	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[fb59ed9]	2718
	2719	##[cb state, name, value, "+/-", error of fit, min, max , units]
	2720	self.parameters.append([cb,item, ctl1,
	2721	text2,ctl2, ctl3, ctl4,units])
	2722
[c77d859]	2723	iy+=1
[d7b7156]	2724	sizer.Add((10,10),(iy,ix),(1,1),
	2725	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
[5af5183]	2726
[f20767b]	2727	# type can be either Guassian or Array
[5b53a5c]	2728	if len(self.model.dispersion.values())>0:
	2729	type= self.model.dispersion.values()[0]["type"]
	2730	else:
	2731	type = "Gaussian"
[6dc9ad8]	2732
	2733	iy += 1
	2734	ix = 0
	2735	#Add tile for orientational angle
	2736	for item in keys:
	2737	if item in self.model.orientation_params:
	2738	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
[d7b7156]	2739	sizer.Add(orient_angle,(iy, ix),(1,1),
	2740	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
[ba1f0b2]	2741	if not self.data.__class__.__name__ == "Data2D" and \
	2742	not self.enable2D:
[6dc9ad8]	2743	orient_angle.Hide()
	2744	else:
	2745	orient_angle.Show(True)
	2746	break
[5b53a5c]	2747
[f20767b]	2748	#For Gaussian only
	2749	if type.lower() != "array":
	2750	for item in self.model.orientation_params:
	2751	if not item in self.disp_list:
[c13b8cc]	2752	##prepare a spot to store min max
	2753	if not self.model.details.has_key(item):
	2754	self.model.details [item] = ["",None,None]
	2755
[f20767b]	2756	iy += 1
	2757	ix = 0
	2758	## add parameters name with checkbox for selecting to fit
	2759	cb = wx.CheckBox(self, -1, item )
	2760	cb.SetValue(False)
[2296316]	2761	cb.SetToolTipString("Check mark to fit")
[f20767b]	2762	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[ba1f0b2]	2763	if self.data.__class__.__name__ == "Data2D" or \
	2764	self.enable2D:
[6dc9ad8]	2765	cb.Show(True)
[f20767b]	2766	else:
[6dc9ad8]	2767	cb.Hide()
[f20767b]	2768	sizer.Add( cb,( iy, ix),(1,1),
	2769	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
	2770
	2771	## add parameter value
	2772	ix += 1
	2773	value= self.model.getParam(item)
[7975f2b]	2774	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
[f20767b]	2775	style=wx.TE_PROCESS_ENTER)
[1a94c36]	2776	ctl1.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2777	ctl1.SetValue(format_number(value, True))
[ba1f0b2]	2778	if self.data.__class__.__name__ == "Data2D" or \
	2779	self.enable2D:
[c5cd3b9]	2780	ctl1.Show(True)
[f20767b]	2781	else:
[c5cd3b9]	2782	ctl1.Hide()
[f20767b]	2783	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
	2784	## text to show error sign
	2785	ix += 1
	2786	text2=wx.StaticText(self, -1, '+/-')
	2787	sizer.Add(text2,(iy, ix),(1,1),\
	2788	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[e792aee]	2789
	2790	text2.Hide()
[f20767b]	2791	ix += 1
[2296316]	2792	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
[d7b7156]	2793	sizer.Add(ctl2, (iy,ix),(1,1),
	2794	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[e792aee]	2795
	2796	ctl2.Hide()
[e2f7b92]	2797
[c99a6c5]	2798
[f20767b]	2799	ix += 1
[2296316]	2800	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
[d7b7156]	2801	style=wx.TE_PROCESS_ENTER,
	2802	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	2803
[d7b7156]	2804	sizer.Add(ctl3, (iy,ix),(1,1),
	2805	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[f20767b]	2806	ctl3.Hide()
[b324aa9]	2807
[f20767b]	2808	ix += 1
[2296316]	2809	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
[d7b7156]	2810	style=wx.TE_PROCESS_ENTER,
	2811	text_enter_callback = self._onparamRangeEnter)
	2812	sizer.Add(ctl4, (iy,ix),(1,1),
	2813	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[eacf1d66]	2814
[f20767b]	2815	ctl4.Hide()
[edd166b]	2816
[ba1f0b2]	2817	if self.data.__class__.__name__ == "Data2D" or \
[1180528]	2818	self.enable2D:
	2819	if self.is_mac:
	2820	text2.Show(True)
	2821	ctl2.Show(True)
[f20767b]	2822	ctl3.Show(True)
	2823	ctl4.Show(True)
[c5cd3b9]	2824
[f20767b]	2825	ix +=1
	2826	# Units
[7975f2b]	2827	if self.model.details.has_key(item):
[d7b7156]	2828	units = wx.StaticText(self, -1,
	2829	self.model.details[item][0],
	2830	style=wx.ALIGN_LEFT)
[7975f2b]	2831	else:
[f20767b]	2832	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
[ba1f0b2]	2833	if self.data.__class__.__name__ == "Data2D" or \
	2834	self.enable2D:
[6dc9ad8]	2835	units.Show(True)
[c99a6c5]	2836
[f20767b]	2837	else:
[6dc9ad8]	2838	units.Hide()
[c99a6c5]	2839
[d7b7156]	2840	sizer.Add(units, (iy,ix),(1,1),
	2841	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[7975f2b]	2842
[d7b7156]	2843	##[cb state, name, value, "+/-", error of fit,min,max,units]
[f20767b]	2844	self.parameters.append([cb,item, ctl1,
	2845	text2,ctl2, ctl3, ctl4,units])
	2846	self.orientation_params.append([cb,item, ctl1,
	2847	text2,ctl2, ctl3, ctl4,units])
[780d095]	2848
	2849	iy+=1
[c77d859]	2850
	2851	#Display units text on panel
	2852	for item in keys:
[7975f2b]	2853	if self.model.details.has_key(item):
[c77d859]	2854	self.text2_4.Show()
[b324aa9]	2855	#Fill the list of fittable parameters
	2856	self.select_all_param(event=None)
[7975f2b]	2857
[52cac46]	2858	self.save_current_state_fit()
[240b9966]	2859	boxsizer1.Add(sizer)
[c77d859]	2860	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	2861	self.sizer3.Layout()
[330573d]	2862	self.Layout()
	2863	self.Refresh()
[2296316]	2864
	2865	def on_right_down(self, event):
	2866	"""
	2867	Get key stroke event
	2868	"""
	2869	if self.data == None:
	2870	return
	2871	# Figuring out key combo: Cmd for copy, Alt for paste
	2872	if event.AltDown() and event.ShiftDown():
	2873	self._show_ftol_dialog()
	2874	flag = True
[1b1bbf9]	2875	elif event.AltDown() or event.ShiftDown():
[2296316]	2876	flag = False
[1b1bbf9]	2877	else:
	2878	return
[2296316]	2879	# make event free
	2880	event.Skip()
	2881	# messages depending on the flag
	2882	if not flag:
	2883	msg = " Could not open ftol dialog;"
	2884	msg += " Check if the Scipy fit engine is selected in the menubar."
	2885	infor = 'warning'
	2886	# inform msg to wx
	2887	wx.PostEvent( self.parent.parent,
	2888	StatusEvent(status= msg, info=infor))
	2889
	2890
	2891	def _show_ftol_dialog(self):
	2892	"""
	2893	Dialog to select ftol for Scipy
	2894	"""
	2895	from ftol_dialog import ChangeFtol
	2896	panel = ChangeFtol(self)
	2897	panel.ShowModal()
	2898
[8b6f489]	2899	def _onModel2D(self, event):
	2900	"""
	2901	toggle view of model from 1D to 2D or 2D from 1D
	2902	"""
[6371c9c]	2903	if self.model_view.GetLabelText() == "1D Mode":
	2904	self.model_view.SetLabel("2D Mode")
[8b6f489]	2905	self.enable2D = True
[ba1f0b2]	2906
[8b6f489]	2907	else:
[6371c9c]	2908	self.model_view.SetLabel("1D Mode")
[8b6f489]	2909	self.enable2D = False
[52cac46]	2910
[ba1f0b2]	2911	self.set_model_param_sizer(self.model)
	2912	self._set_sizer_dispersion()
	2913	self._draw_model()
	2914
	2915
	2916	self.state.enable2D = copy.deepcopy(self.enable2D)
	2917
[7609f1a]	2918	class BGTextCtrl(wx.TextCtrl):
	2919	"""
[5062bbf]	2920	Text control used to display outputs.
	2921	No editing allowed. The background is
	2922	grayed out. User can't select text.
[7609f1a]	2923	"""
	2924	def __init__(self, args, *kwds):
	2925	wx.TextCtrl.__init__(self, args, *kwds)
	2926	self.SetEditable(False)
[59b8c74]	2927	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
[7609f1a]	2928
	2929	# Bind to mouse event to avoid text highlighting
	2930	# The event will be skipped once the call-back
	2931	# is called.
	2932	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
	2933
	2934	def _click(self, event):
	2935	"""
[5062bbf]	2936	Prevent further handling of the mouse event
	2937	by not calling Skip().
[7609f1a]	2938	"""
	2939	pass
[5062bbf]	2940

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ 904193cd

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