fitpage.py @ 60fff67

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 60fff67 was f22e626, checked in by Gervaise Alina <gervyh@…>, 14 years ago
working on remove data
Property mode set to `100644`
File size: 119.1 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)
[e030625]	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
[66ff250]	88	if len(self.parameters) == 0:
[edd166b]	89	self.Layout()
[77e23a2]	90	return
[6d91073]	91	self.Layout()
[7975f2b]	92	self.Refresh()
[66ff250]	93
[6bbeacd4]	94
	95
[c77d859]	96	def _fill_range_sizer(self):
	97	"""
[5062bbf]	98	Fill the sizer containing the plotting range
	99	add access to npts
[c77d859]	100	"""
[51a71a3]	101	is_2Ddata = False
	102
	103	# Check if data is 2D
[ba1f0b2]	104	if self.data.__class__.__name__ == "Data2D" or \
	105	self.enable2D:
[51a71a3]	106	is_2Ddata = True
	107
[ff8f99b]	108	title = "Fitting"
[7609f1a]	109	#smear messages & titles
	110	smear_message_none = "No smearing is selected..."
	111	smear_message_dqdata = "The dQ data is being used for smearing..."
[f72333f]	112	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
[7609f1a]	113	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
	114	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
[2296316]	115	smear_message_2d_x_title = "<dQp>[1/A]:"
	116	smear_message_2d_y_title = "<dQs>[1/A]:"
[f72333f]	117	smear_message_pinhole_min_title = "dQ_low[1/A]:"
	118	smear_message_pinhole_max_title = "dQ_high[1/A]:"
[7609f1a]	119	smear_message_slit_height_title = "Slit height[1/A]:"
	120	smear_message_slit_width_title = "Slit width[1/A]:"
	121
	122	self._get_smear_info()
[c77d859]	123
[51a71a3]	124	#Sizers
	125	box_description_range = wx.StaticBox(self, -1,str(title))
	126	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
[7609f1a]	127	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
[c77d859]	128	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
[7609f1a]	129	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
	130	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
	131	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
	132	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
	133	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
	134	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
[0cf97c5]	135	sizer_fit = wx.GridSizer(2, 4, 2, 6)
[2012eae]	136
[f72333f]	137	# combobox for smear2d accuracy selection
	138	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
	139	self._set_accuracy_list()
	140	self.smear_accuracy.SetValue(self.smear2d_accuracy)
	141	self.smear_accuracy.SetSelection(0)
	142	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
	143
	144	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
	145
[2012eae]	146	#Fit button
	147	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
[e030625]	148	self.default_bt_colour = self.btFit.GetDefaultAttributes()
[2012eae]	149	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
	150	self.btFit.SetToolTipString("Start fitting.")
[7609f1a]	151
[f72333f]	152	#textcntrl for custom resolution
	153	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	154	text_enter_callback = self.onPinholeSmear)
[f72333f]	155	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	156	text_enter_callback = self.onPinholeSmear)
[f72333f]	157	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	158	text_enter_callback = self.onSlitSmear)
[f72333f]	159	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
[7609f1a]	160	text_enter_callback = self.onSlitSmear)
[f72333f]	161
	162	## smear
	163	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
[7609f1a]	164	self.smear_data_left.SetValue(str(self.dq_l))
[f72333f]	165	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
[7609f1a]	166	self.smear_data_right.SetValue(str(self.dq_r))
	167
[f72333f]	168	#set default values for smear
[7609f1a]	169	self.smear_pinhole_max.SetValue(str(self.dx_max))
	170	self.smear_pinhole_min.SetValue(str(self.dx_min))
	171	self.smear_slit_height.SetValue(str(self.dxl))
	172	self.smear_slit_width.SetValue(str(self.dxw))
	173
[c77d859]	174	#Filling the sizer containing instruments smearing info.
[7609f1a]	175	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
	176	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
	177	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
	178	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
	179	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
	180	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
	181	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
[c77d859]	182	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
	183	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
[7609f1a]	184	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
	185	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
[ff8f99b]	186	self.disable_smearer.SetValue(True)
[c77d859]	187
[7609f1a]	188	# add 4 types of smearing to the sizer
	189	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
[c77d859]	190	sizer_smearer.Add((10,10))
[7609f1a]	191	sizer_smearer.Add( self.enable_smearer)
	192	sizer_smearer.Add((10,10))
	193	sizer_smearer.Add( self.pinhole_smearer )
	194	sizer_smearer.Add((10,10))
	195	sizer_smearer.Add( self.slit_smearer )
	196	sizer_smearer.Add((10,10))
	197
[51a71a3]	198	# StaticText for chi2, N(for fitting), Npts
	199	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
[e9875db]	200	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
[51a71a3]	201	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
[0cf97c5]	202	self.Npts_fit.SetToolTipString(\
	203	" Npts : number of points selected for fitting")
	204	self.Npts_total = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	205	style=wx.TE_PROCESS_ENTER,
	206	text_enter_callback=self._onQrangeEnter)
	207	self.Npts_total.SetValue(format_number(self.npts_x))
	208	self.Npts_total.SetToolTipString(\
	209	" Total Npts : total number of data points")
	210
[2296316]	211	# Update and Draw button
	212	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
[0cf97c5]	213	self.draw_button.Bind(wx.EVT_BUTTON, \
	214	self._onDraw,id= self.draw_button.GetId())
[2296316]	215	self.draw_button.SetToolTipString("Compute and Draw.")
	216
[51a71a3]	217	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
[0cf97c5]	218	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
	219	box_description_3= wx.StaticText(self, -1,'Total Npts')
	220	box_description_3.SetToolTipString( \
	221	" Total Npts : total number of data points")
[2296316]	222	#box_description_4= wx.StaticText(self, -1,' ')
[7609f1a]	223
[2012eae]	224
[51a71a3]	225	sizer_fit.Add(box_description_1,0,0)
	226	sizer_fit.Add(box_description_2,0,0)
	227	sizer_fit.Add(box_description_3,0,0)
[2296316]	228	sizer_fit.Add(self.draw_button,0,0)
[51a71a3]	229	sizer_fit.Add(self.tcChi,0,0)
	230	sizer_fit.Add(self.Npts_fit ,0,0)
	231	sizer_fit.Add(self.Npts_total,0,0)
	232	sizer_fit.Add(self.btFit,0,0)
	233
	234	# StaticText for smear
	235	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
[7609f1a]	236	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
	237	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
	238	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
[f72333f]	239	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
	240	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
[7609f1a]	241	self.smear_description_smear_type.SetValue(str(self.dq_l))
	242	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
	243	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
	244	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
	245	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
[f72333f]	246	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
[2296316]	247	self.smear_description_2d_x.SetToolTipString(" dQp(parallel) in q_r direction.")
[f72333f]	248	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
[2296316]	249	self.smear_description_2d_y.SetToolTipString(" dQs(perpendicular) in q_phi direction.")
[7609f1a]	250	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
	251	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
	252	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
	253	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
	254
	255	#arrange sizers
[51a71a3]	256	#boxsizer1.Add( self.tcChi )
[7609f1a]	257	self.sizer_set_smearer.Add(sizer_smearer )
	258	self.sizer_set_smearer.Add((10,10))
	259	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
	260	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
	261	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
	262	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
[f72333f]	263	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
	264	self.sizer_new_smear.Add( self.smear_accuracy )
[7609f1a]	265	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
	266	self.sizer_new_smear.Add((15,-1))
[f72333f]	267	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
[7609f1a]	268	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
	269	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
[f72333f]	270
[7609f1a]	271	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
	272	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
	273	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
	274	self.sizer_new_smear.Add((20,-1))
[f72333f]	275	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
[7609f1a]	276	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
	277	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
[f72333f]	278
[7609f1a]	279	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
	280	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
	281	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
	282
	283	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
	284	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
	285	self.sizer_set_smearer.Add((5,2))
	286	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
	287
[51a71a3]	288	# add all to chi2 sizer
	289	sizer_smearer_box.Add(self.sizer_set_smearer)
[7609f1a]	290	sizer_chi2.Add(sizer_smearer_box)
	291	sizer_chi2.Add((-1,5))
[51a71a3]	292
[7609f1a]	293	# hide all smear messages and textctrl
	294	self._hide_all_smear_info()
	295
	296	# get smear_selection
[f867cd9]	297	self.current_smearer= smear_selection( self.data, self.model )
[83ad478]	298
[7609f1a]	299	# Show only the relevant smear messages, etc
	300	if self.current_smearer == None:
[51a71a3]	301	if not is_2Ddata:
[7609f1a]	302	self.smear_description_none.Show(True)
	303	self.enable_smearer.Disable()
	304	else:
[f72333f]	305	self.smear_description_none.Show(True)
	306	#self.smear_description_2d.Show(True)
	307	#self.pinhole_smearer.Disable()
[7609f1a]	308	self.slit_smearer.Disable()
[f72333f]	309	#self.enable_smearer.Disable()
[0f8f831]	310	if self.data == None:
	311	self.slit_smearer.Disable()
	312	self.pinhole_smearer.Disable()
	313	self.enable_smearer.Disable()
[7609f1a]	314	else: self._show_smear_sizer()
[51a71a3]	315	boxsizer_range.Add(self.sizer_set_masking)
[6bbeacd4]	316	#2D data? default
	317	is_2Ddata = False
[7609f1a]	318
[6bbeacd4]	319	#check if it is 2D data
[ba1f0b2]	320	if self.data.__class__.__name__ == "Data2D" or \
	321	self.enable2D:
[6bbeacd4]	322	is_2Ddata = True
	323
	324	self.sizer5.Clear(True)
	325
[f95301b]	326	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
[6bbeacd4]	327	style=wx.TE_PROCESS_ENTER,
	328	text_enter_callback = self._onQrangeEnter)
[f95301b]	329	self.qmin.SetValue(str(self.qmin_x))
	330	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
[6bbeacd4]	331
	332	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
	333	style=wx.TE_PROCESS_ENTER,
	334	text_enter_callback=self._onQrangeEnter)
	335	self.qmax.SetValue(str(self.qmax_x))
	336	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
[0cf97c5]	337	"""
[6bbeacd4]	338	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	339	style=wx.TE_PROCESS_ENTER,
	340	text_enter_callback=self._onQrangeEnter)
	341	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
	342	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
[0cf97c5]	343	"""
[6bbeacd4]	344	id = wx.NewId()
	345	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
	346
	347	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
	348	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
	349
	350	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
[0cf97c5]	351	sizer= wx.GridSizer(2, 4, 2, 6)
[6bbeacd4]	352
	353	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
	354	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
	355	self.btEditMask.SetToolTipString("Edit Mask.")
	356	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
	357
	358	sizer.Add(wx.StaticText(self, -1, 'Q range'))
	359	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
	360	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
	361	sizer.Add(self.EditMask_title)
[0cf97c5]	362	#sizer.Add(wx.StaticText(self, -1, ''))
[6bbeacd4]	363	sizer.Add(self.reset_qrange)
[f95301b]	364	sizer.Add(self.qmin)
[6bbeacd4]	365	sizer.Add(self.qmax)
[0cf97c5]	366	#sizer.Add(self.theory_npts_tcrtl)
[6bbeacd4]	367	sizer.Add(self.btEditMask)
	368	boxsizer_range.Add(sizer_chi2)
	369	boxsizer_range.Add((10,10))
	370	boxsizer_range.Add(sizer)
	371
	372	boxsizer_range.Add((10,15))
	373	boxsizer_range.Add(sizer_fit)
	374	if is_2Ddata:
	375	self.btEditMask.Enable()
	376	self.EditMask_title.Enable()
	377	else:
	378	self.btEditMask.Disable()
	379	self.EditMask_title.Disable()
	380	## save state
	381	self.save_current_state()
	382	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
	383	self.sizer5.Layout()
	384
[c77d859]	385	def _fill_datainfo_sizer(self):
	386	"""
[5062bbf]	387	fill sizer 0 with data info
[c77d859]	388	"""
	389	## no loaded data , don't fill the sizer
[9237df4]	390	if self.data is None:
	391	data_min = ""
	392	data_max = ""
	393	data_name = ""
	394	else:
	395	data_name = self.data.name
	396	#set maximum range for x in linear scale
	397	if not hasattr(self.data,"data"): #Display only for 1D data fit
	398	# Minimum value of data
	399	data_min = min(self.data.x)
	400	# Maximum value of data
	401	data_max = max(self.data.x)
	402	else:
	403	## Minimum value of data
	404	data_min = 0
	405	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
	406	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
	407	## Maximum value of data
	408	data_max = math.sqrt(xx + yy)
[6bbeacd4]	409	## set q range to plot
	410	self.qmin_x = data_min
	411	self.qmax_x = data_max
[fa58441]	412	box_description= wx.StaticBox(self, -1, 'Data')
[c77d859]	413	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	414	#----------------------------------------------------------
[9237df4]	415	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
[c77d859]	416	#Filling the sizer containing data related fields
[9237df4]	417	#self.dataSource = wx.StaticText(self, -1,str(self.data.name))
[7609f1a]	418	self.dataSource = BGTextCtrl(self, -1)
[9237df4]	419	self.dataSource.SetValue(str(data_name))
[7609f1a]	420	#self.dataSource.SetEditable(False)
[9237df4]	421	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
[fa58441]	422	sizer_data.Add(wx.StaticText(self, -1, 'Source Name : '))
[9237df4]	423	sizer_data.Add(self.dataSource )
[2a5bba7]	424	sizer_data.Add( (0,5) )
[c77d859]	425
	426	#---------sizer 2 draw--------------------------------
[9237df4]	427	text4_3 = wx.StaticText(self, -1, 'Total Q Range (1/A)',
	428	style=wx.ALIGN_LEFT)
	429	sizer_range = wx.BoxSizer(wx.HORIZONTAL)
	430	sizer_range.Add( text4_3 ,0, wx.RIGHT, 10)
[7609f1a]	431	self.minimum_q = BGTextCtrl(self, -1, size=(_BOX_WIDTH,20))
[9237df4]	432	self.minimum_q.SetValue(str(data_min))
[7609f1a]	433	self.maximum_q = BGTextCtrl(self, -1,size=(_BOX_WIDTH,20))
[9237df4]	434	self.maximum_q.SetValue(str(data_max))
	435	sizer_range.Add(wx.StaticText(self, -1, "Min: "),0, wx.LEFT, 10)
	436	sizer_range.Add(self.minimum_q,0, wx.LEFT, 10)
	437	sizer_range.Add(wx.StaticText(self, -1, "Max: "),0, wx.LEFT, 10)
	438	sizer_range.Add(self.maximum_q,0, wx.LEFT, 10)
	439	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
	440	boxsizer1.Add(sizer_range, 0 , wx.LEFT, 10)
[c77d859]	441	#------------------------------------------------------------
	442	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	443	self.sizer0.Layout()
[813334e]	444
[c77d859]	445	def _fill_model_sizer(self, sizer):
	446	"""
[5062bbf]	447	fill sizer containing model info
[c77d859]	448	"""
[7ad6ff5]	449	##Add model function Details button in fitpanel.
[ff8f99b]	450	##The following 3 lines are for Mac. Let JHC know before modifying...
	451	title = "Model"
	452	box_description= wx.StaticBox(self, -1,str(title))
	453	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	454
[7ad6ff5]	455	id = wx.NewId()
[e3a76c8]	456	self.model_help =wx.Button(self,id,'Details', size=(80,23))
[7ad6ff5]	457	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
	458	self.model_help.SetToolTipString("Model Function Help")
[a5701e6]	459	id = wx.NewId()
	460	self.model_view = wx.Button(self, id,"Switch to 2D", size=(80, 23))
	461	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
	462	hint = "toggle view of model from 1D to 2D or 2D from 1D"
	463	self.model_view.SetToolTipString(hint)
	464
	465	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes', style=wx.RB_GROUP)
	466	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
	467	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
	468	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
	469
	470	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	471	id= self.shape_rbutton.GetId())
	472	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	473	id= self.shape_indep_rbutton.GetId())
	474	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	475	id= self.struct_rbutton.GetId())
	476	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
	477	id= self.plugin_rbutton.GetId())
	478	#MAC needs SetValue
	479	self.shape_rbutton.SetValue(True)
	480
	481	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
	482	sizer_radiobutton.Add(self.shape_rbutton)
	483	sizer_radiobutton.Add(self.shape_indep_rbutton)
	484	#sizer_radiobutton.Add((5, 5))
	485	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
	486	sizer_radiobutton.Add(self.plugin_rbutton)
	487	sizer_radiobutton.Add(self.struct_rbutton)
	488	#sizer_radiobutton.Add((5, 5))
	489	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
	490
	491	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
	492	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
	493
	494	self.text1 = wx.StaticText(self,-1,"" )
	495	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
	496	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
	497	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
	498	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
	499	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
	500
	501	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
	502	if self.model!= None:
	503	self.formfactorbox.SetValue(self.model.name)
	504	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	505	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	506	self.initialize_combox()
	507	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
[9466f2d6]	508
[a5701e6]	509	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
	510	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
	511	## check model type to show sizer
	512	if self.model !=None:
	513	self._set_model_sizer_selection(self.model)
	514
	515	sizer_selection.Add(self.text1)
	516	sizer_selection.Add((5, 5))
	517	sizer_selection.Add(self.formfactorbox)
	518	sizer_selection.Add((5, 5))
	519	sizer_selection.Add(self.text2)
	520	sizer_selection.Add((5, 5))
	521	sizer_selection.Add(self.structurebox)
	522
	523	mutifactor_selection.Add((10,5))
	524	mutifactor_selection.Add(self.mutifactor_text)
	525	mutifactor_selection.Add(self.multifactorbox)
	526	mutifactor_selection.Add((5, 5))
	527	mutifactor_selection.Add(self.mutifactor_text1)
	528	mutifactor_selection.Add((10, 5))
	529	mutifactor_selection.Add(self.show_sld_button)
	530
	531
	532	boxsizer1.Add(sizer_radiobutton)
	533	boxsizer1.Add((10, 10))
	534	boxsizer1.Add(sizer_selection)
	535	boxsizer1.Add((10, 10))
	536	boxsizer1.Add(mutifactor_selection)
	537
	538	self._set_multfactor_combobox()
	539	self.multifactorbox.SetSelection(1)
	540	self.show_sld_button.Hide()
	541	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	542	sizer.Layout()
[5062bbf]	543
[2296316]	544	def _set_sizer_dispersion(self):
[c77d859]	545	"""
[5062bbf]	546	draw sizer with gaussian dispersity parameters
[c77d859]	547	"""
	548	self.fittable_param=[]
	549	self.fixed_param=[]
[60132ef]	550	self.orientation_params_disp=[]
[920a6e5]	551
[c77d859]	552	self.sizer4_4.Clear(True)
	553	if self.model==None:
	554	##no model is selected
	555	return
	556	if not self.enable_disp.GetValue():
	557	## the user didn't select dispersity display
	558	return
[b421b1a]	559
[376916c]	560	self._reset_dispersity()
[b421b1a]	561
[2296316]	562	## fill a sizer with the combobox to select dispersion type
	563	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
	564	model_disp = wx.StaticText(self, -1, 'Function')
	565
	566	import sans.models.dispersion_models
	567	self.polydisp= sans.models.dispersion_models.models
[b421b1a]	568
[2296316]	569	ix = 0
	570	iy = 0
[52efcc5]	571	disp = wx.StaticText(self, -1, ' ')
[c77d859]	572	self.sizer4_4.Add(disp,( iy, ix),(1,1),
	573	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	574	ix += 1
[2296316]	575	values = wx.StaticText(self, -1, 'PD[ratio]')
[01b6bd0]	576	polytext = "Polydispersity (= STD/mean); "
	577	polytext += "the standard deviation over the mean value."
	578	values.SetToolTipString(polytext)
[d7b7156]	579
	580	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
	581	0)
[c77d859]	582	ix +=2
[920a6e5]	583	self.text_disp_1 = wx.StaticText(self, -1, '')
[c77d859]	584	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
	585	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	586
	587
	588	ix +=1
	589	self.text_disp_min = wx.StaticText(self, -1, 'Min')
	590	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
	591	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	592
[920a6e5]	593	ix +=1
	594	self.text_disp_max = wx.StaticText(self, -1, 'Max')
	595	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
	596	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[339b563]	597
[c77d859]	598	ix += 1
	599	npts = wx.StaticText(self, -1, 'Npts')
[d7b7156]	600	npts.SetToolTipString("Number of sampling points for the numerical\n\
	601	integration over the distribution function.")
[c77d859]	602	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	603	ix += 1
[2296316]	604	nsigmas = wx.StaticText(self, -1, 'Nsigs')
[d7b7156]	605	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
	606	of the distribution function will be used for weighting. \n\
	607	The value '3' covers 99.5% for Gaussian distribution \n\
[01b6bd0]	608	function. Note: Not recommended to change this value.")
[d7b7156]	609	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
	610	0)
[2296316]	611	ix +=1
	612	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
	613	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	614
	615	if self.engine_type=="park":
	616	self.text_disp_max.Show(True)
	617	self.text_disp_min.Show(True)
[6dc9ad8]	618
[c77d859]	619	for item in self.model.dispersion.keys():
[780d095]	620	if not item in self.model.orientation_params:
[edd166b]	621	if not self.disp_cb_dict.has_key(item):
	622	self.disp_cb_dict[item]= None
[d7b7156]	623	name0="Distribution of " + item
[780d095]	624	name1=item+".width"
	625	name2=item+".npts"
	626	name3=item+".nsigmas"
[c99a6c5]	627	if not self.model.details.has_key(name1):
[b421b1a]	628	self.model.details [name1] = ["",None,None]
[c99a6c5]	629
[780d095]	630	iy += 1
	631	for p in self.model.dispersion[item].keys():
	632
	633	if p=="width":
	634	ix = 0
[d7b7156]	635	cb = wx.CheckBox(self, -1, name0, (10, 10))
[2296316]	636	cb.SetToolTipString("Check mark to fit")
[780d095]	637	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	638	self.sizer4_4.Add( cb,( iy, ix),(1,1),
[d7b7156]	639	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
[2296316]	640	5)
[780d095]	641	ix = 1
	642	value= self.model.getParam(name1)
[2296316]	643	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
[d7b7156]	644	,style=wx.TE_PROCESS_ENTER)
[01b6bd0]	645	ctl1.SetLabel('PD[ratio]')
	646	poly_text = "Polydispersity (STD/mean) of %s\n" % item
	647	poly_text += "STD: the standard deviation"
	648	poly_text += " from the mean value."
	649	ctl1.SetToolTipString(poly_text)
[2296316]	650	ctl1.SetValue(str (format_number(value, True)))
[780d095]	651	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
	652	## text to show error sign
	653	ix = 2
	654	text2=wx.StaticText(self, -1, '+/-')
	655	self.sizer4_4.Add(text2,(iy, ix),(1,1),
	656	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	657	text2.Hide()
[b421b1a]	658
[780d095]	659	ix = 3
[2296316]	660	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
[d7b7156]	661	style=0)
[eacf1d66]	662
[d7b7156]	663	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
	664	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[eacf1d66]	665
[b421b1a]	666	ctl2.Hide()
[eacf1d66]	667
[920a6e5]	668	ix = 4
[d7b7156]	669	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
	670	20), style=wx.TE_PROCESS_ENTER,
	671	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	672
[d7b7156]	673	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
	674	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	675
[920a6e5]	676
	677	ix = 5
[d7b7156]	678	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
	679	20), style=wx.TE_PROCESS_ENTER,
	680	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	681
[d7b7156]	682	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
	683	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[eacf1d66]	684
[920a6e5]	685
	686	if self.engine_type=="park":
	687	ctl3.Show(True)
	688	ctl4.Show(True)
[2296316]	689
[780d095]	690	elif p=="npts":
[920a6e5]	691	ix = 6
[780d095]	692	value= self.model.getParam(name2)
[d7b7156]	693	Tctl = self.ModelTextCtrl(self, -1,
[2296316]	694	size=(_BOX_WIDTH/2.2,20),
[780d095]	695	style=wx.TE_PROCESS_ENTER)
[1a94c36]	696
[780d095]	697	Tctl.SetValue(str (format_number(value)))
	698	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
	699	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	700	self.fixed_param.append([None,name2, Tctl,None,None,
	701	None, None,None])
	702	elif p=="nsigmas":
[920a6e5]	703	ix = 7
[780d095]	704	value= self.model.getParam(name3)
[d7b7156]	705	Tct2 = self.ModelTextCtrl(self, -1,
[2296316]	706	size=(_BOX_WIDTH/2.2,20),
[780d095]	707	style=wx.TE_PROCESS_ENTER)
[1a94c36]	708
[c985bef]	709	Tct2.SetValue(str (format_number(value)))
	710	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
[780d095]	711	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	712	#ix +=1
	713	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
	714	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	715
[2296316]	716	self.fixed_param.append([None, name3, Tct2,
	717	None, None, None,
	718	None, None])
	719
	720
	721	ix = 8
	722	disp_box = wx.ComboBox(self, -1,size=(65,-1),
	723	style=wx.CB_READONLY, name = '%s'% name1)
	724	for key, value in self.polydisp.iteritems():
	725	name_disp = str(key)
	726	disp_box.Append(name_disp,value)
	727	disp_box.SetStringSelection("gaussian")
	728	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
	729	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
	730	self.fittable_param.append([cb,name1,ctl1,text2,
	731	ctl2, ctl3, ctl4, disp_box])
	732
[780d095]	733	ix =0
	734	iy +=1
[d7b7156]	735	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
	736	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	737	first_orient = True
[780d095]	738	for item in self.model.dispersion.keys():
	739	if item in self.model.orientation_params:
[edd166b]	740	if not self.disp_cb_dict.has_key(item):
	741	self.disp_cb_dict[item]= None
[d7b7156]	742	name0="Distribution of " + item
[780d095]	743	name1=item+".width"
	744	name2=item+".npts"
	745	name3=item+".nsigmas"
[d7b7156]	746
[c99a6c5]	747	if not self.model.details.has_key(name1):
[b421b1a]	748	self.model.details [name1] = ["",None,None]
	749
	750
[780d095]	751	iy += 1
	752	for p in self.model.dispersion[item].keys():
	753
	754	if p=="width":
	755	ix = 0
[d7b7156]	756	cb = wx.CheckBox(self, -1, name0, (10, 10))
[2296316]	757	cb.SetToolTipString("Check mark to fit")
[780d095]	758	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	759	self.sizer4_4.Add( cb,( iy, ix),(1,1),
[d7b7156]	760	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
[2296316]	761	5)
[ba1f0b2]	762	if self.data.__class__.__name__ == "Data2D" or \
	763	self.enable2D:
[6dc9ad8]	764	cb.Show(True)
[c99a6c5]	765	elif cb.IsShown():
[6dc9ad8]	766	cb.Hide()
[780d095]	767	ix = 1
	768	value= self.model.getParam(name1)
[2296316]	769	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
[d7b7156]	770	20),style=wx.TE_PROCESS_ENTER)
[01b6bd0]	771	poly_tip = "Absolute Sigma for %s." % item
	772	ctl1.SetToolTipString(poly_tip)
[2296316]	773	ctl1.SetValue(str (format_number(value, True)))
[ba1f0b2]	774	if self.data.__class__.__name__ == "Data2D" or \
	775	self.enable2D:
[d7b7156]	776	if first_orient:
[01b6bd0]	777	values.SetLabel('PD[ratio], Sig[deg]')
	778	poly_text = "PD(polydispersity for lengths):\n"
	779	poly_text += "It should be a value between"
	780	poly_text += "0 and 1\n"
	781	poly_text += "Sigma for angles: \n"
	782	poly_text += "It is the STD (ratio*mean)"
[2b0f822]	783	poly_text += " of the distribution.\n "
[01b6bd0]	784
	785	values.SetToolTipString(poly_text)
[d7b7156]	786	first_orient = False
[6dc9ad8]	787	ctl1.Show(True)
[c99a6c5]	788	elif ctl1.IsShown():
[6dc9ad8]	789	ctl1.Hide()
[d7b7156]	790
[780d095]	791	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
	792	## text to show error sign
	793	ix = 2
	794	text2=wx.StaticText(self, -1, '+/-')
	795	self.sizer4_4.Add(text2,(iy, ix),(1,1),
	796	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	797	text2.Hide()
[b421b1a]	798
[780d095]	799	ix = 3
[2296316]	800	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
[d7b7156]	801	style=0)
[b421b1a]	802
[d7b7156]	803	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
	804	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[b421b1a]	805	ctl2.Hide()
[920a6e5]	806
	807	ix = 4
[d7b7156]	808	ctl3 = self.ModelTextCtrl(self, -1,
	809	size=(_BOX_WIDTH/2,20),
	810	style=wx.TE_PROCESS_ENTER,
	811	text_enter_callback = self._onparamRangeEnter)
[eacf1d66]	812
[d7b7156]	813	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
	814	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[c99a6c5]	815
[920a6e5]	816	ctl3.Hide()
	817
	818	ix = 5
[d7b7156]	819	ctl4 = self.ModelTextCtrl(self, -1,
	820	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
	821	text_enter_callback = self._onparamRangeEnter)
	822	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
	823	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[920a6e5]	824	ctl4.Hide()
	825
[ba1f0b2]	826	if self.data.__class__.__name__ == "Data2D" or \
	827	self.enable2D:
[920a6e5]	828	ctl3.Show(True)
[c99a6c5]	829	ctl4.Show(True)
[2296316]	830
[780d095]	831	elif p=="npts":
[920a6e5]	832	ix = 6
[780d095]	833	value= self.model.getParam(name2)
[d7b7156]	834	Tctl = self.ModelTextCtrl(self, -1,
[2296316]	835	size=(_BOX_WIDTH/2.2, 20),
[780d095]	836	style=wx.TE_PROCESS_ENTER)
[1a94c36]	837
[780d095]	838	Tctl.SetValue(str (format_number(value)))
[ba1f0b2]	839	if self.data.__class__.__name__ == "Data2D" or \
	840	self.enable2D:
[6dc9ad8]	841	Tctl.Show(True)
[780d095]	842	else:
[6dc9ad8]	843	Tctl.Hide()
[780d095]	844	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
	845	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	846	self.fixed_param.append([None,name2, Tctl,None,None,
	847	None, None,None])
[d7b7156]	848	self.orientation_params_disp.append([None,name2,
	849	Tctl,None,None,
[780d095]	850	None, None,None])
	851	elif p=="nsigmas":
[920a6e5]	852	ix = 7
[780d095]	853	value= self.model.getParam(name3)
[d7b7156]	854	Tct2 = self.ModelTextCtrl(self, -1,
[2296316]	855	size=(_BOX_WIDTH/2.2,20),
[780d095]	856	style=wx.TE_PROCESS_ENTER)
[1a94c36]	857
[c985bef]	858	Tct2.SetValue(str (format_number(value)))
[ba1f0b2]	859	if self.data.__class__.__name__ == "Data2D" or \
	860	self.enable2D:
[c985bef]	861	Tct2.Show(True)
[780d095]	862	else:
[c985bef]	863	Tct2.Hide()
	864	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
[780d095]	865	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	866
[7975f2b]	867
[c985bef]	868	self.fixed_param.append([None,name3, Tct2
[d7b7156]	869	,None,None, None, None,None])
[920a6e5]	870
[d7b7156]	871	self.orientation_params_disp.append([None,name3,
	872	Tct2 ,None,None, None, None,None])
	873
[2296316]	874
	875	ix = 8
	876	disp_box = wx.ComboBox(self, -1,size=(65,-1),
	877	style=wx.CB_READONLY, name = '%s'% name1)
	878	for key, value in self.polydisp.iteritems():
	879	name_disp = str(key)
	880	disp_box.Append(name_disp,value)
	881	disp_box.SetStringSelection("gaussian")
	882	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
	883	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
	884	self.fittable_param.append([cb,name1,ctl1,text2,
	885	ctl2, ctl3, ctl4, disp_box])
	886	self.orientation_params_disp.append([cb,name1,ctl1,
	887	text2, ctl2, ctl3, ctl4, disp_box])
	888
[ba1f0b2]	889	if self.data.__class__.__name__ == "Data2D" or \
	890	self.enable2D:
[2296316]	891	disp_box.Show(True)
	892	else:
	893	disp_box.Hide()
	894
	895
[b421b1a]	896	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
	897
[71f0373]	898	self.state.model = self.model.clone()
[240b9966]	899	## save state into
[4043c96]	900	self.state.cb1 = self.cb1.GetValue()
[920a6e5]	901	self._copy_parameters_state(self.parameters, self.state.parameters)
[240b9966]	902	self._copy_parameters_state(self.orientation_params_disp,
	903	self.state.orientation_params_disp)
[d7b7156]	904	self._copy_parameters_state(self.fittable_param,
	905	self.state.fittable_param)
[240b9966]	906	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
[d40a9cd]	907
	908
[c77d859]	909	wx.PostEvent(self.parent, StatusEvent(status=\
	910	" Selected Distribution: Gaussian"))
[b324aa9]	911	#Fill the list of fittable parameters
	912	self.select_all_param(event=None)
	913
[71f0373]	914	self.Layout()
[7975f2b]	915
[2296316]	916
	917	def _onDraw(self, event):
	918	"""
	919	Update and Draw the model
	920	"""
	921	if self.model ==None:
	922	msg="Please select a Model first..."
	923	wx.MessageBox(msg, 'Info')
[06aa2eeb]	924
[2296316]	925	return
	926	flag = self._update_paramv_on_fit()
	927	self._onparamEnter_helper()
	928	if not flag:
	929	msg= "The parameters are invalid"
	930	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
	931	return
	932
	933
[c77d859]	934	def _onFit(self, event):
	935	"""
[5062bbf]	936	Allow to fit
[c77d859]	937	"""
[504dd9f5]	938	if self.data is None:
[ecfcef6]	939	msg = "Please get Data first..."
[504dd9f5]	940	wx.MessageBox(msg, 'Info')
	941	wx.PostEvent(self._manager.parent, StatusEvent(status=\
	942	"Fit: %s" % msg))
	943	return
	944	if self.model is None:
	945	msg = "Please select a Model first..."
[4470b10]	946	wx.MessageBox(msg, 'Info')
[90a7bbd]	947	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[2296316]	948	"Fit: %s"%msg, type="stop"))
[4470b10]	949	return
[ecfcef6]	950
	951	if len(self.param_toFit) <= 0:
	952	msg= "Select at least one parameter to fit"
	953	wx.MessageBox(msg, 'Info')
	954	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
	955	type="stop" ))
	956	return
	957
[85b3971]	958	flag = self._update_paramv_on_fit()
[acd0bda3]	959
[c77d859]	960	if not flag:
[7609f1a]	961	msg= "Fitting range or parameters are invalid"
[2296316]	962	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
	963	type="stop"))
[c77d859]	964	return
[ecfcef6]	965
[7975f2b]	966	self.select_param(event =None)
[acd0bda3]	967
[c99a6c5]	968	#Clear errors if exist from previous fitting
[edd166b]	969	#self._clear_Err_on_Fit()
[d0ce2c30]	970
[d7b7156]	971	# Remove or do not allow fitting on the Q=0 point, especially
	972	# when y(q=0)=None at x[0].
[f95301b]	973	self.qmin_x = float(self.qmin.GetValue())
[c13b8cc]	974	self.qmax_x = float( self.qmax.GetValue())
[66ff250]	975	self._manager._reset_schedule_problem(value=0)
	976	self._manager.schedule_for_fit(uid=self.uid,value=1, fitproblem =None)
	977	self._manager.set_fit_range(uid=self.uid,qmin= self.qmin_x,
[d7b7156]	978	qmax= self.qmax_x)
[ad6dd4c]	979
[c77d859]	980	#single fit
[90a7bbd]	981	self._manager.onFit()
[66ff250]	982	self.btFit.SetLabel("Stop")
	983	self.bind_fit_button()
[7975f2b]	984
[f22e626]	985
[66ff250]	986	def bind_fit_button(self):
	987	"""
	988	bind the fit button to either fit handler or stop fit handler
	989	"""
	990	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
	991	if self.btFit.GetLabel().lower() == "stop":
[f22e626]	992	self.fit_started = True
[270e240]	993	self.btFit.SetForegroundColour('red')
[66ff250]	994	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
	995	id=self.btFit.GetId())
	996	elif self.btFit.GetLabel().lower() == "fit":
[f22e626]	997	self.fit_started = False
[e030625]	998	self.btFit.SetDefault()
[270e240]	999	self.btFit.SetForegroundColour('black')
[e030625]	1000	#self.btFit.SetBackgroundColour(self.default_bt_colour)
[66ff250]	1001	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
	1002	id=self.btFit.GetId())
	1003	else:
	1004	msg = "FitPage: fit button has unknown label"
	1005	raise ValuerError, msg
	1006	self._manager._reset_schedule_problem(value=0)
	1007
[f22e626]	1008	def is_fitting(self):
	1009	if self.fit_started:
	1010	self._StopFit(event=None)
	1011
	1012	def _StopFit(self, event=None):
[ad6dd4c]	1013	"""
[5062bbf]	1014	Stop fit
[ad6dd4c]	1015	"""
[66ff250]	1016	#if self.engine_type=="scipy":
	1017	self._manager.stop_fit(self.uid)
	1018	self._manager._reset_schedule_problem(value=0)
	1019	self._on_fit_complete()
	1020
[0b12abb5]	1021	def _on_select_model(self, event=None):
[c77d859]	1022	"""
[5062bbf]	1023	call back for model selection
[6747217]	1024	"""
[9466f2d6]	1025
[9a22655]	1026
[59a7f2d]	1027	self._on_select_model_helper()
[70c57ebf]	1028	self.set_model_param_sizer(self.model)
[982e953]	1029	if self.model is None:
	1030	self._set_bookmark_flag(False)
[2657df9]	1031	self._keep.Enable(False)
[982e953]	1032	self._set_save_flag(False)
[3b605bb]	1033	self.enable_disp.SetValue(False)
	1034	self.disable_disp.SetValue(True)
[4043c96]	1035	try:
	1036	self.set_dispers_sizer()
	1037	except:
	1038	pass
[6747217]	1039	self.btFit.SetFocus()
	1040	self.state.enable_disp = self.enable_disp.GetValue()
	1041	self.state.disable_disp = self.disable_disp.GetValue()
	1042	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	1043	self.state.slit_smearer = self.slit_smearer.GetValue()
	1044
	1045	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
	1046	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
	1047
[9237df4]	1048	if self.model != None:
[1258aa3]	1049	if self.data != None:
	1050	self._set_bookmark_flag(True)
[2657df9]	1051	self._keep.Enable(True)
[f932c02]	1052	#self._set_save_flag(True)
[64bda1e]	1053	# Reset smearer, model and data
[6bbeacd4]	1054	self._set_smear(self.data)
[70c57ebf]	1055	try:
[6bbeacd4]	1056	# update smearer sizer
	1057	self.onSmear(None)
[64bda1e]	1058	temp_smear = None
[70c57ebf]	1059	if self.enable_smearer.GetValue():
[64bda1e]	1060	# Set the smearer environments
[6bbeacd4]	1061	temp_smear = self.smearer
[70c57ebf]	1062	except:
[66ff250]	1063	raise
[70c57ebf]	1064	## error occured on chisqr computation
[66ff250]	1065	#pass
[0b12abb5]	1066	## event to post model to fit to fitting plugins
	1067	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
[d9638fd]	1068
[6bbeacd4]	1069	## set smearing value whether or not
	1070	# the data contain the smearing info
	1071	evt = ModelEventbox(model=self.model,
	1072	smearer=temp_smear,
	1073	qmin=float(self.qmin_x),
[66ff250]	1074	uid=self.uid,
[6bbeacd4]	1075	qmax=float(self.qmax_x))
	1076
	1077	self._manager._on_model_panel(evt=evt)
[0b12abb5]	1078	self.state.model = self.model.clone()
	1079	self.state.model.name = self.model.name
[31f9c172]	1080
	1081	self._draw_model()
[6bbeacd4]	1082	if event != None:
[3595309d]	1083	## post state to fit panel
[e030625]	1084	new_event = PageInfoEvent(page = self)
	1085	wx.PostEvent(self.parent, new_event)
[9466f2d6]	1086	#update list of plugins if new plugin is available
	1087	if self.plugin_rbutton.GetValue():
	1088	temp = self.parent.update_model_list()
	1089	if temp:
	1090	self.model_list_box = temp
	1091	current_val = self.formfactorbox.GetValue()
	1092	pos = self.formfactorbox.GetSelection()
	1093	self._show_combox_helper()
	1094	self.formfactorbox.SetSelection(pos)
	1095	self.formfactorbox.SetValue(current_val)
[31f9c172]	1096	self._onDraw(event=None)
[36cb4d2f]	1097	self.SetupScrolling()
[9466f2d6]	1098
[0b12abb5]	1099
[dd5949d]	1100	def _onparamEnter(self,event):
	1101	"""
[5062bbf]	1102	when enter value on panel redraw model according to changed
[dd5949d]	1103	"""
[4470b10]	1104	if self.model ==None:
	1105	msg="Please select a Model first..."
	1106	wx.MessageBox(msg, 'Info')
[90a7bbd]	1107	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
[4470b10]	1108	# "Parameters: %s"%msg))
	1109	return
	1110
[51a71a3]	1111	#default flag
[7975f2b]	1112	flag = False
[51a71a3]	1113	self.fitrange = True
	1114	#get event object
[dce84c0]	1115	tcrtl = event.GetEventObject()
	1116
[66ff250]	1117	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
	1118	# updating ... ",type="update"))
[edd166b]	1119	#Clear msg if previously shown.
	1120	msg= ""
	1121	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
[c99a6c5]	1122
[7975f2b]	1123	if check_float(tcrtl):
[2012eae]	1124	flag = self._onparamEnter_helper()
	1125	self.set_npts2fit()
[51a71a3]	1126	if self.fitrange:
	1127	temp_smearer = None
	1128	if not self.disable_smearer.GetValue():
	1129	temp_smearer= self.current_smearer
[d7b7156]	1130	## set smearing value whether or not
	1131	# the data contain the smearing info
[51a71a3]	1132	if self.slit_smearer.GetValue():
	1133	flag1 = self.update_slit_smear()
	1134	flag = flag or flag1
	1135	elif self.pinhole_smearer.GetValue():
	1136	flag1 = self.update_pinhole_smear()
	1137	flag = flag or flag1
[ba1f0b2]	1138	elif self.data.__class__.__name__ != "Data2D" and \
	1139	not self.enable2D:
[90a7bbd]	1140	self._manager.set_smearer(smearer=temp_smearer,
[ba1f0b2]	1141	enable2D=self.enable2D,
[66ff250]	1142	uid=self.uid,
[d7b7156]	1143	qmin= float(self.qmin_x),
[6bbeacd4]	1144	qmax= float(self.qmax_x),
	1145	draw=True)
[51a71a3]	1146	if flag:
[f72333f]	1147	#self.compute_chisqr(smearer= temp_smearer)
[51a71a3]	1148
	1149	## new state posted
	1150	if self.state_change:
	1151	#self._undo.Enable(True)
	1152	event = PageInfoEvent(page = self)
	1153	wx.PostEvent(self.parent, event)
	1154	self.state_change= False
	1155	else:
[d7b7156]	1156	# invalid fit range: do nothing here:
	1157	# msg already displayed in validate
	1158	return
[69bee6d]	1159	else:
[7975f2b]	1160	self.save_current_state()
[69bee6d]	1161	msg= "Cannot Plot :Must enter a number!!! "
	1162	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
[7609f1a]	1163
	1164	self.save_current_state()
	1165	return
	1166
[e2f7b92]	1167	def _onparamRangeEnter(self, event):
[920a6e5]	1168	"""
[5062bbf]	1169	Check validity of value enter in the parameters range field
[920a6e5]	1170	"""
[6bbeacd4]	1171	#if self.check_invalid_panel():
	1172	# return
[920a6e5]	1173	tcrtl= event.GetEventObject()
[edd166b]	1174	#Clear msg if previously shown.
	1175	msg= ""
	1176	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1177	# Flag to register when a parameter has changed.
	1178	is_modified = False
[920a6e5]	1179	if tcrtl.GetValue().lstrip().rstrip()!="":
	1180	try:
	1181	value = float(tcrtl.GetValue())
	1182	tcrtl.SetBackgroundColour(wx.WHITE)
[edd166b]	1183	self._check_value_enter(self.fittable_param ,is_modified)
	1184	self._check_value_enter(self.parameters ,is_modified)
[920a6e5]	1185	except:
	1186	tcrtl.SetBackgroundColour("pink")
[edd166b]	1187	msg= "Model Error:wrong value entered : %s"% sys.exc_value
	1188	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1189	return
[920a6e5]	1190	else:
	1191	tcrtl.SetBackgroundColour(wx.WHITE)
[e2f7b92]	1192
[edd166b]	1193	#self._undo.Enable(True)
	1194	self.save_current_state()
	1195	event = PageInfoEvent(page = self)
	1196	wx.PostEvent(self.parent, event)
	1197	self.state_change= False
[c69b6d5]	1198
[12eac73]	1199
	1200	def _onQrangeEnter(self, event):
	1201	"""
[5062bbf]	1202	Check validity of value enter in the Q range field
[12eac73]	1203	"""
[6bbeacd4]	1204	#if self.check_invalid_panel():
	1205	# return
[12eac73]	1206	tcrtl= event.GetEventObject()
	1207	#Clear msg if previously shown.
	1208	msg= ""
	1209	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1210	# Flag to register when a parameter has changed.
	1211	is_modified = False
	1212	if tcrtl.GetValue().lstrip().rstrip()!="":
	1213	try:
	1214	value = float(tcrtl.GetValue())
	1215	tcrtl.SetBackgroundColour(wx.WHITE)
	1216
	1217	# If qmin and qmax have been modified, update qmin and qmax
[f95301b]	1218	if self._validate_qrange( self.qmin, self.qmax):
	1219	tempmin = float(self.qmin.GetValue())
[12eac73]	1220	if tempmin != self.qmin_x:
	1221	self.qmin_x = tempmin
	1222	tempmax = float(self.qmax.GetValue())
	1223	if tempmax != self.qmax_x:
	1224	self.qmax_x = tempmax
	1225	else:
	1226	tcrtl.SetBackgroundColour("pink")
	1227	msg= "Model Error:wrong value entered : %s"% sys.exc_value
	1228	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1229	return
	1230
	1231	except:
	1232	tcrtl.SetBackgroundColour("pink")
	1233	msg= "Model Error:wrong value entered : %s"% sys.exc_value
	1234	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1235	return
	1236	#Check if # of points for theory model are valid(>0).
[51a71a3]	1237	# check for 2d
[ba64348]	1238	if self.data is not None:
[ba1f0b2]	1239	if self.data.__class__.__name__ == "Data2D" or \
	1240	self.enable2D:
[ba64348]	1241	# set mask
	1242	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
	1243	self.data.qy_data*self.data.qy_data )
	1244	index_data = ((self.qmin_x <= radius)& \
	1245	(radius<= self.qmax_x))
	1246	index_data = (index_data)&(self.data.mask)
	1247	index_data = (index_data)&(numpy.isfinite(self.data.data))
	1248	if len(index_data[index_data]) < 10:
	1249	msg = "Cannot Plot :No or too little npts in"
	1250	msg += " that data range!!! "
	1251	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1252	return
	1253	else:
	1254	self.data.mask = index_data
	1255	#self.Npts_fit.SetValue(str(len(self.data.mask)))
	1256	self.set_npts2fit()
[51a71a3]	1257	else:
[ba64348]	1258	index_data = ((self.qmin_x <= self.data.x)& \
	1259	(self.data.x <= self.qmax_x))
	1260	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
[0cf97c5]	1261	else:
	1262	self.npts_x = self.Npts_total.GetValue()
	1263	self._save_plotting_range()
	1264
[12eac73]	1265	else:
	1266	tcrtl.SetBackgroundColour("pink")
	1267	msg= "Model Error:wrong value entered!!!"
	1268	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
	1269
[f72333f]	1270	self._draw_model()
	1271	##update chi2
	1272	#self.compute_chisqr(smearer= temp_smearer)
[12eac73]	1273	#self._undo.Enable(True)
	1274	self.save_current_state()
	1275	event = PageInfoEvent(page = self)
	1276	wx.PostEvent(self.parent, event)
	1277	self.state_change= False
[51a71a3]	1278	return
[5062bbf]	1279
[edd166b]	1280	def _clear_Err_on_Fit(self):
	1281	"""
[5062bbf]	1282	hide the error text control shown
	1283	after fitting
[edd166b]	1284	"""
	1285
	1286	if hasattr(self,"text2_3"):
	1287	self.text2_3.Hide()
	1288
	1289	if len(self.parameters)>0:
	1290	for item in self.parameters:
	1291	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	1292	if self.data.__class__.__name__ != "Data2D" and \
	1293	not self.enable2D:
[edd166b]	1294	if item in self.orientation_params:
	1295	continue
	1296	if item in self.param_toFit:
	1297	continue
	1298	## hide statictext +/-
	1299	if item[3]!=None and item[3].IsShown():
	1300	item[3].Hide()
	1301	## hide textcrtl for error after fit
	1302	if item[4]!=None and item[4].IsShown():
	1303	item[4].Hide()
[7975f2b]	1304
[edd166b]	1305	if len(self.fittable_param)>0:
	1306	for item in self.fittable_param:
	1307	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	1308	if self.data.__class__.__name__ != "Data2D" and \
	1309	not self.enable2D:
[edd166b]	1310	if item in self.orientation_params:
	1311	continue
	1312	if item in self.param_toFit:
	1313	continue
	1314	## hide statictext +/-
	1315	if item[3]!=None and item[3].IsShown():
	1316	item[3].Hide()
	1317	## hide textcrtl for error after fit
	1318	if item[4]!=None and item[4].IsShown():
	1319	item[4].Hide()
	1320	return
[920a6e5]	1321
[7609f1a]	1322	def _get_defult_custom_smear(self):
	1323	"""
[5062bbf]	1324	Get the defult values for custum smearing.
[7609f1a]	1325	"""
	1326	# get the default values
	1327	if self.dxl == None: self.dxl = 0.0
	1328	if self.dxw == None: self.dxw = ""
	1329	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
	1330	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
	1331
	1332	def _get_smear_info(self):
	1333	"""
[5062bbf]	1334	Get the smear info from data.
	1335
	1336	:return: self.smear_type, self.dq_l and self.dq_r,
[d7b7156]	1337	respectively the type of the smear, dq_min and
	1338	dq_max for pinhole smear data
[7609f1a]	1339	while dxl and dxw for slit smear
[5062bbf]	1340
[7609f1a]	1341	"""
	1342
	1343	# default
	1344	self.smear_type = None
	1345	self.dq_l = None
	1346	self.dq_r = None
[f72333f]	1347	data = self.data
	1348	if self.data is None:
[7609f1a]	1349	return
[ba1f0b2]	1350	elif self.data.__class__.__name__ == "Data2D" or \
	1351	self.enable2D:
[f72333f]	1352	if data.dqx_data == None or data.dqy_data ==None:
	1353	return
[d7b7156]	1354	elif self.smearer != None and (data.dqx_data.any()!=0) and \
	1355	(data.dqx_data.any()!=0):
[f72333f]	1356	self.smear_type = "Pinhole2d"
	1357	self.dq_l = format_number(numpy.average(data.dqx_data))
	1358	self.dq_r = format_number(numpy.average(data.dqy_data))
	1359	return
	1360	else:
	1361	return
[7609f1a]	1362	# check if it is pinhole smear and get min max if it is.
	1363	if data.dx != None and all(data.dx !=0):
	1364	self.smear_type = "Pinhole"
[f72333f]	1365	self.dq_l = data.dx[0]
	1366	self.dq_r = data.dx[-1]
[7609f1a]	1367
	1368	# check if it is slit smear and get min max if it is.
	1369	elif data.dxl != None or data.dxw != None:
	1370	self.smear_type = "Slit"
	1371	if data.dxl != None and all(data.dxl !=0):
	1372	self.dq_l = data.dxl[0]
	1373	if data.dxw != None and all(data.dxw !=0):
[5062bbf]	1374	self.dq_r = data.dxw[0]
[7609f1a]	1375	#return self.smear_type,self.dq_l,self.dq_r
	1376
	1377	def _show_smear_sizer(self):
	1378	"""
[5062bbf]	1379	Show only the sizers depending on smear selection
[7609f1a]	1380	"""
[f72333f]	1381	# smear disabled
[7609f1a]	1382	if self.disable_smearer.GetValue():
	1383	self.smear_description_none.Show(True)
[f72333f]	1384	# 2Dsmear
	1385	elif self._is_2D():
	1386	self.smear_description_accuracy_type.Show(True)
	1387	self.smear_accuracy.Show(True)
	1388	self.smear_description_accuracy_type.Show(True)
	1389	self.smear_description_2d.Show(True)
	1390	self.smear_description_2d_x.Show(True)
	1391	self.smear_description_2d_y.Show(True)
	1392	if self.pinhole_smearer.GetValue():
	1393	self.smear_pinhole_min.Show(True)
	1394	self.smear_pinhole_max.Show(True)
	1395	# smear from data
[7609f1a]	1396	elif self.enable_smearer.GetValue():
[f72333f]	1397
[7609f1a]	1398	self.smear_description_dqdata.Show(True)
	1399	if self.smear_type != None:
	1400	self.smear_description_smear_type.Show(True)
	1401	if self.smear_type == 'Slit':
	1402	self.smear_description_slit_height.Show(True)
[f72333f]	1403	self.smear_description_slit_width.Show(True)
[7609f1a]	1404	elif self.smear_type == 'Pinhole':
	1405	self.smear_description_pin_min.Show(True)
	1406	self.smear_description_pin_max.Show(True)
[f72333f]	1407	self.smear_description_smear_type.Show(True)
	1408	self.smear_description_type.Show(True)
[7609f1a]	1409	self.smear_data_left.Show(True)
	1410	self.smear_data_right.Show(True)
[f72333f]	1411	# custom pinhole smear
[7609f1a]	1412	elif self.pinhole_smearer.GetValue():
[f72333f]	1413	if self.smear_type == 'Pinhole':
	1414	self.smear_message_new_p.Show(True)
	1415	self.smear_description_pin_min.Show(True)
	1416	self.smear_description_pin_max.Show(True)
	1417
[7609f1a]	1418	self.smear_pinhole_min.Show(True)
	1419	self.smear_pinhole_max.Show(True)
[f72333f]	1420	# custom slit smear
[7609f1a]	1421	elif self.slit_smearer.GetValue():
	1422	self.smear_message_new_s.Show(True)
	1423	self.smear_description_slit_height.Show(True)
	1424	self.smear_slit_height.Show(True)
	1425	self.smear_description_slit_width.Show(True)
	1426	self.smear_slit_width.Show(True)
	1427
	1428	def _hide_all_smear_info(self):
	1429	"""
[5062bbf]	1430	Hide all smearing messages in the set_smearer sizer
[7609f1a]	1431	"""
	1432	self.smear_description_none.Hide()
	1433	self.smear_description_dqdata.Hide()
	1434	self.smear_description_type.Hide()
	1435	self.smear_description_smear_type.Hide()
[f72333f]	1436	self.smear_description_accuracy_type.Hide()
	1437	self.smear_description_2d_x.Hide()
	1438	self.smear_description_2d_y.Hide()
[7609f1a]	1439	self.smear_description_2d.Hide()
[f72333f]	1440
	1441	self.smear_accuracy.Hide()
[7609f1a]	1442	self.smear_data_left.Hide()
	1443	self.smear_data_right.Hide()
	1444	self.smear_description_pin_min.Hide()
	1445	self.smear_pinhole_min.Hide()
	1446	self.smear_description_pin_max.Hide()
	1447	self.smear_pinhole_max.Hide()
	1448	self.smear_description_slit_height.Hide()
	1449	self.smear_slit_height.Hide()
	1450	self.smear_description_slit_width.Hide()
	1451	self.smear_slit_width.Hide()
	1452	self.smear_message_new_p.Hide()
	1453	self.smear_message_new_s.Hide()
	1454
[f72333f]	1455	def _set_accuracy_list(self):
	1456	"""
[5062bbf]	1457	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
[f72333f]	1458	"""
	1459	# list of accuracy choices
	1460	list = ['Low','Med','High','Xhigh']
	1461	for idx in range(len(list)):
	1462	self.smear_accuracy.Append(list[idx],idx)
	1463
[fb59ed9]	1464	def _set_fun_box_list(self,fun_box):
	1465	"""
	1466	Set the list of func for multifunctional models
	1467	"""
	1468	# Check if it is multi_functional model
	1469	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
	1470	return None
	1471	# Get the func name list
	1472	list = self.model.fun_list
	1473	if len(list) == 0:
	1474	return None
	1475	# build function (combo)box
	1476	ind = 0
	1477	while(ind < len(list)):
	1478	for key, val in list.iteritems():
	1479	if (val == ind):
	1480	fun_box.Append(key,val)
	1481	break
	1482	ind += 1
	1483
[f72333f]	1484	def _on_select_accuracy(self,event):
	1485	"""
[5062bbf]	1486	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
[f72333f]	1487	"""
	1488	#event.Skip()
[4fbc93e]	1489	# Check if the accuracy is same as before
	1490	#self.smear2d_accuracy = event.GetEventObject().GetValue()
	1491	self.smear2d_accuracy = self.smear_accuracy.GetValue()
[f72333f]	1492	if self.pinhole_smearer.GetValue():
	1493	self.onPinholeSmear(event=None)
[4fbc93e]	1494	else:
	1495	self.onSmear(event=None)
	1496	if self.current_smearer != None:
[d7b7156]	1497	self.current_smearer.set_accuracy(accuracy =
	1498	self.smear2d_accuracy)
[f72333f]	1499	event.Skip()
[fb59ed9]	1500
	1501	def _on_fun_box(self,event):
	1502	"""
	1503	Select an func: Erf,Rparabola,LParabola
	1504	"""
	1505	fun_val = None
	1506	fun_box = event.GetEventObject()
	1507	name = fun_box.Name
	1508	value = fun_box.GetValue()
	1509	if self.model.fun_list.has_key(value):
	1510	fun_val = self.model.fun_list[value]
	1511
	1512	self.model.setParam(name,fun_val)
	1513	# save state
[d7b7156]	1514	self._copy_parameters_state(self.str_parameters,
	1515	self.state.str_parameters)
[fb59ed9]	1516	# update params
	1517	self._update_paramv_on_fit()
	1518	# draw
	1519	self._draw_model()
	1520	self.Refresh()
	1521	# get ready for new event
	1522	event.Skip()
[4fbc93e]	1523
[51a71a3]	1524	def _onMask(self, event):
	1525	"""
[5062bbf]	1526	Build a panel to allow to edit Mask
[51a71a3]	1527	"""
	1528
[d7b7156]	1529	from sans.guiframe.local_perspectives.plotting.masking \
	1530	import MaskPanel as MaskDialog
[51a71a3]	1531
	1532	self.panel = MaskDialog(self, data=self.data,id =-1 )
	1533	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
	1534	self.panel.ShowModal()
	1535	#wx.PostEvent(self.parent, event)
	1536
	1537	def _draw_masked_model(self,event):
[f72333f]	1538	"""
	1539	Draw model image w/mask
	1540	"""
[51a71a3]	1541	event.Skip()
	1542
	1543	is_valid_qrange = self._update_paramv_on_fit()
[247cb58]	1544
[51a71a3]	1545	if is_valid_qrange:
[247cb58]	1546	# try re draw the model plot if it exists
[51a71a3]	1547	self._draw_model()
	1548	self.panel.Destroy() # frame
	1549	self.set_npts2fit()
[247cb58]	1550	elif self.model == None:
	1551	self.panel.Destroy()
	1552	self.set_npts2fit()
	1553	msg= "No model is found on updating MASK in the model plot... "
	1554	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
[51a71a3]	1555	else:
[247cb58]	1556	msg = ' Please consider your Q range, too.'
[51a71a3]	1557	self.panel.ShowMessage(msg)
[882a912]	1558
[6bbeacd4]	1559	def _set_smear(self, data):
	1560	"""
	1561	"""
	1562	if data is None:
	1563	return
[ba1f0b2]	1564	self.smearer = smear_selection(data, self.model)
[6bbeacd4]	1565	self.disable_smearer.SetValue(True)
	1566	if self.smearer == None:
	1567	self.enable_smearer.Disable()
	1568	else:
	1569	self.enable_smearer.Enable()
	1570
[a5701e6]	1571	def get_view_mode(self):
	1572	"""
	1573	return True if the panel allow 2D or False if 1D
	1574	"""
	1575	return self.enable2D
	1576
[9237df4]	1577	def set_data(self, data):
[882a912]	1578	"""
[5062bbf]	1579	reset the current data
[882a912]	1580	"""
[6bbeacd4]	1581	flag = False
	1582	if self.data is None and data is not None:
	1583	self.window_name = str(data.name)
	1584	## Title to appear on top of the window
	1585	self.window_caption = str(data.name)
	1586	flag = True
[9237df4]	1587	self.data = data
	1588	if self.data is None:
	1589	data_min = ""
	1590	data_max = ""
	1591	data_name = ""
[982e953]	1592	self._set_bookmark_flag(False)
[2657df9]	1593	self._keep.Enable(False)
[982e953]	1594	self._set_save_flag(False)
[9237df4]	1595	else:
[1258aa3]	1596	if self.model != None:
	1597	self._set_bookmark_flag(True)
[2657df9]	1598	self._keep.Enable(True)
[982e953]	1599	self._set_save_flag(True)
[aad74b3]	1600	self._set_preview_flag(True)
[ba1f0b2]	1601
[6bbeacd4]	1602	self._set_smear(data)
[7609f1a]	1603	# more disables for 2D
[ba1f0b2]	1604	if self.data.__class__.__name__ == "Data2D" or \
	1605	self.enable2D:
[7609f1a]	1606	self.slit_smearer.Disable()
[ba1f0b2]	1607	self.pinhole_smearer.Enable(True)
[51a71a3]	1608	self.default_mask = copy.deepcopy(self.data.mask)
[0f8f831]	1609	else:
	1610	self.slit_smearer.Enable(True)
	1611	self.pinhole_smearer.Enable(True)
[e2f0554]	1612
[ffa69b6]	1613	self.formfactorbox.Enable()
	1614	self.structurebox.Enable()
[9237df4]	1615	data_name = self.data.name
	1616	#set maximum range for x in linear scale
	1617	if not hasattr(self.data,"data"): #Display only for 1D data fit
	1618	# Minimum value of data
	1619	data_min = min(self.data.x)
	1620	# Maximum value of data
	1621	data_max = max(self.data.x)
[51a71a3]	1622	#number of total data points
	1623	self.Npts_total.SetValue(str(len(self.data.x)))
	1624	#default:number of data points selected to fit
	1625	self.Npts_fit.SetValue(str(len(self.data.x)))
[19403da]	1626	self.btEditMask.Disable()
	1627	self.EditMask_title.Disable()
[9237df4]	1628	else:
[e2f0554]	1629
[9237df4]	1630	## Minimum value of data
	1631	data_min = 0
	1632	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
	1633	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
	1634	## Maximum value of data
	1635	data_max = math.sqrt(xx + yy)
[51a71a3]	1636	#number of total data points
	1637	self.Npts_total.SetValue(str(len(self.data.data)))
	1638	#default:number of data points selected to fit
	1639	self.Npts_fit.SetValue(str(len(self.data.data)))
[19403da]	1640	self.btEditMask.Enable()
	1641	self.EditMask_title.Enable()
[e9875db]	1642	self.Npts_total.SetEditable(False)
	1643	self.Npts_total.SetBackgroundColour(\
	1644	self.GetParent().GetBackgroundColour())
	1645
	1646	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
	1647	#self.Npts_total.Disable()
[9237df4]	1648	self.dataSource.SetValue(data_name)
	1649	self.qmin_x = data_min
	1650	self.qmax_x = data_max
[ffa69b6]	1651	self.minimum_q.SetValue(str(data_min))
	1652	self.maximum_q.SetValue(str(data_max))
[f95301b]	1653	self.qmin.SetValue(str(data_min))
[ffa69b6]	1654	self.qmax.SetValue(str(data_max))
[f95301b]	1655	self.qmin.SetBackgroundColour("white")
[ffa69b6]	1656	self.qmax.SetBackgroundColour("white")
	1657	self.state.data = data
	1658	self.state.qmin = self.qmin_x
	1659	self.state.qmax = self.qmax_x
[e2f0554]	1660
[6bbeacd4]	1661	#update model plot with new data information
	1662	if flag:
[e2f0554]	1663	#set model view button
	1664	if self.data.__class__.__name__ == "Data2D":
	1665	self.enable2D = True
	1666	self.model_view.SetLabel("2D Mode")
	1667	else:
	1668	self.enable2D = False
	1669	self.model_view.SetLabel("1D Mode")
[fa65e99]	1670
[e2f0554]	1671	self.model_view.Disable()
[6bbeacd4]	1672	self._draw_model()
[e9875db]	1673
	1674	def _npts_click(self, event):
	1675	"""
	1676	Prevent further handling of the mouse event on Npts_total
	1677	by not calling Skip().
	1678	"""
	1679	pass
	1680
[240b9966]	1681	def reset_page(self, state,first=False):
[a074145]	1682	"""
[5062bbf]	1683	reset the state
[a074145]	1684	"""
	1685	self.reset_page_helper(state)
[0b12abb5]	1686	#import sans.guiframe.gui_manager
	1687	#evt = ModelEventbox(model=state.model)
	1688	#wx.PostEvent(self.event_owner, evt)
[edd166b]	1689
	1690	if self.engine_type != None:
[90a7bbd]	1691	self._manager._on_change_engine(engine=self.engine_type)
[7975f2b]	1692
[edd166b]	1693	self.select_param(event = None)
	1694	#Save state_fit
[c985bef]	1695	self.save_current_state_fit()
[7975f2b]	1696	self._lay_out()
[c985bef]	1697	self.Refresh()
[edd166b]	1698
[2140e68]	1699	def get_range(self):
	1700	"""
[5062bbf]	1701	return the fitting range
[2140e68]	1702	"""
[c9a4377]	1703	return float(self.qmin_x) , float(self.qmax_x)
[7975f2b]	1704
	1705	def get_npts2fit(self):
	1706	"""
[5062bbf]	1707	return numbers of data points within qrange
	1708
	1709	:Note: This is for Park where chi2 is not normalized by Npts of fit
	1710
[7975f2b]	1711	"""
[6bbeacd4]	1712	if self.data is None:
	1713	return
[7975f2b]	1714	npts2fit = 0
	1715	qmin,qmax = self.get_range()
[ba1f0b2]	1716	if self.data.__class__.__name__ == "Data2D" or \
	1717	self.enable2D:
[d7b7156]	1718	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
	1719	self.data.qy_data*self.data.qy_data )
[51a71a3]	1720	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
	1721	index_data= (index_data)&(self.data.mask)
	1722	index_data = (index_data)&(numpy.isfinite(self.data.data))
	1723	npts2fit = len(self.data.data[index_data])
[7975f2b]	1724	else:
	1725	for qx in self.data.x:
	1726	if qx >= qmin and qx <= qmax:
	1727	npts2fit += 1
	1728	return npts2fit
	1729
[51a71a3]	1730	def set_npts2fit(self):
	1731	"""
[5062bbf]	1732	setValue Npts for fitting
[51a71a3]	1733	"""
	1734	self.Npts_fit.SetValue(str(self.get_npts2fit()))
	1735
[c69b6d5]	1736	def get_chi2(self):
	1737	"""
[5062bbf]	1738	return the current chi2
[c69b6d5]	1739	"""
[2012eae]	1740	return self.tcChi.GetValue()
[c77d859]	1741
	1742	def get_param_list(self):
	1743	"""
[5062bbf]	1744	:return self.param_toFit: list containing references to TextCtrl
[c77d859]	1745	checked.Theses TextCtrl will allow reference to parameters to fit.
[5062bbf]	1746
	1747	:raise: if return an empty list of parameter fit will nnote work
[c77d859]	1748	properly so raise ValueError,"missing parameter to fit"
	1749	"""
	1750	if self.param_toFit !=[]:
	1751	return self.param_toFit
	1752	else:
[ba1f0b2]	1753	msg = "missing parameters to fit"
	1754	wx.MessageBox(msg, 'warning')
	1755	return False
	1756	#raise ValueError,"missing parameters to fit"
[c77d859]	1757
[2296316]	1758	def onsetValues(self, chisqr, p_name, out, cov):
[c77d859]	1759	"""
[5062bbf]	1760	Build the panel from the fit result
	1761
	1762	:param chisqr: Value of the goodness of fit metric
	1763	:param p_name: the name of parameters
	1764	:param out: list of parameter with the best value found during fitting
	1765	:param cov: Covariance matrix
	1766
[c77d859]	1767	"""
[edd166b]	1768	if out == None or not numpy.isfinite(chisqr):
	1769	raise ValueError,"Fit error occured..."
	1770
	1771	is_modified = False
	1772	has_error = False
[7975f2b]	1773
	1774	#Hide textctrl boxes of errors.
[edd166b]	1775	self._clear_Err_on_Fit()
[7975f2b]	1776
	1777	#Check if chi2 is finite
[2296316]	1778	if chisqr != None and numpy.isfinite(chisqr):
[e575db9]	1779	#format chi2
[7609f1a]	1780	if self.engine_type == "park":
[e575db9]	1781	npt_fit = float(self.get_npts2fit())
[7609f1a]	1782	if npt_fit > 0:
	1783	chisqr =chisqr/npt_fit
[2296316]	1784	chi2 = format_number(chisqr, True)
[2012eae]	1785	self.tcChi.SetValue(chi2)
[7975f2b]	1786	self.tcChi.Refresh()
	1787	else:
[2012eae]	1788	self.tcChi.SetValue("-")
[c13b8cc]	1789
[edd166b]	1790	#Hide error title
	1791	if self.text2_3.IsShown():
	1792	self.text2_3.Hide()
	1793
[e473e4f5]	1794	try:
[2296316]	1795	if self.enable_disp.GetValue():
	1796	if hasattr(self,"text_disp_1" ):
	1797	if self.text_disp_1 != None:
	1798	self.text_disp_1.Hide()
[e473e4f5]	1799	except:
[7975f2b]	1800	dispersty = None
[e473e4f5]	1801	pass
[c77d859]	1802	#set the panel when fit result are float not list
[c99a6c5]	1803	if out.__class__== numpy.float64:
[2296316]	1804	self.param_toFit[0][2].SetValue(format_number(out, True))
[0a518e4c]	1805
[c69b6d5]	1806	if self.param_toFit[0][4].IsShown:
	1807	self.param_toFit[0][4].Hide()
[c77d859]	1808	if cov !=None :
	1809	self.text2_3.Show(True)
[e473e4f5]	1810	try:
[2296316]	1811	if self.enable_disp.GetValue():
	1812	if hasattr(self,"text_disp_1" ):
	1813	if self.text_disp_1 !=None:
	1814	self.text_disp_1.Show(True)
[e473e4f5]	1815	except:
	1816	pass
[c99a6c5]	1817
[ad6dd4c]	1818	if cov[0]==None or not numpy.isfinite(cov[0]):
[c69b6d5]	1819	if self.param_toFit[0][3].IsShown:
	1820	self.param_toFit[0][3].Hide()
[7975f2b]	1821	else:
	1822	self.param_toFit[0][3].Show(True)
[69bee6d]	1823	self.param_toFit[0][4].Show(True)
[2296316]	1824	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
[ffb838f]	1825	has_error = True
[c77d859]	1826	else:
[edd166b]	1827
[c69b6d5]	1828	i = 0
[c77d859]	1829	#Set the panel when fit result are list
[7975f2b]	1830	for item in self.param_toFit:
[edd166b]	1831	if len(item)>5 and item != None:
	1832	## reset error value to initial state
[7975f2b]	1833	item[3].Hide()
	1834	item[4].Hide()
	1835
[edd166b]	1836	for ind in range(len(out)):
	1837
	1838	if item[1] == p_name[ind]:
	1839	break
[7975f2b]	1840	if len(out)<=len(self.param_toFit) and out[ind] !=None:
[2296316]	1841	val_out = format_number(out[ind], True)
[7975f2b]	1842	item[2].SetValue(val_out)
[c99a6c5]	1843
[7975f2b]	1844	if(cov !=None):
[edd166b]	1845
	1846	try:
[7975f2b]	1847	if dispersity !=None:
[2296316]	1848	if self.enable_disp.GetValue():
[7975f2b]	1849	if hasattr(self,"text_disp_1" ):
	1850	if self.text_disp_1!=None:
	1851	if not self.text_disp_1.IsShown():
	1852	self.text_disp_1.Show(True)
[edd166b]	1853	except:
	1854	pass
	1855
[7975f2b]	1856	if cov[ind]!=None :
	1857	if numpy.isfinite(float(cov[ind])):
[2296316]	1858	val_err = format_number(cov[ind], True)
[7975f2b]	1859	item[3].Show(True)
	1860	item[4].Show(True)
	1861	item[4].SetValue(val_err)
	1862
	1863	has_error = True
[e575db9]	1864	i += 1
[c99a6c5]	1865	#Show error title when any errors displayed
[b421b1a]	1866	if has_error:
[c99a6c5]	1867	if not self.text2_3.IsShown():
[edd166b]	1868	self.text2_3.Show(True)
[7975f2b]	1869
	1870	## save current state
	1871	self.save_current_state()
[2296316]	1872	#plot model ( when drawing, do not update chisqr value again)
	1873	self._draw_model(update_chisqr=False)
	1874	self._lay_out()
	1875	self.Refresh()
[7975f2b]	1876	#PostStatusEvent
[9237df4]	1877	msg = "Fit completed! "
[90a7bbd]	1878	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[c69b6d5]	1879
[7609f1a]	1880	def onPinholeSmear(self, event):
	1881	"""
[5062bbf]	1882	Create a custom pinhole smear object that will change the way residuals
	1883	are compute when fitting
	1884
	1885	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
	1886	None for 1D
	1887
[7609f1a]	1888	"""
	1889
[6bbeacd4]	1890	#if self.check_invalid_panel():
	1891	# return
[7609f1a]	1892	if self.model ==None:
[4470b10]	1893	self.disable_smearer.SetValue(True)
	1894	msg="Please select a Model first..."
	1895	wx.MessageBox(msg, 'Info')
[90a7bbd]	1896	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[7609f1a]	1897	"Smear: %s"%msg))
	1898	return
[4470b10]	1899
[2d409fa]	1900	# Need update param values
[f72333f]	1901	self._update_paramv_on_fit()
	1902
[7609f1a]	1903	# msg default
	1904	msg = None
	1905	if event != None:
	1906	tcrtl= event.GetEventObject()
	1907	# event case of radio button
	1908	if tcrtl.GetValue()== True:
	1909	self.dx_min = 0.0
	1910	self.dx_max = 0.0
	1911	is_new_pinhole = True
	1912	else:
	1913	is_new_pinhole = self._is_changed_pinhole()
[d493f66]	1914	else:
[1da28b8]	1915	is_new_pinhole = True
[7609f1a]	1916	# if any value is changed
	1917	if is_new_pinhole:
	1918	msg = self._set_pinhole_smear()
	1919	# hide all silt sizer
	1920	self._hide_all_smear_info()
[f72333f]	1921
[7609f1a]	1922	##Calculate chi2
[f72333f]	1923	temp_smearer = self.current_smearer
	1924	#self.compute_chisqr(smearer= temp_smearer)
	1925
[7609f1a]	1926	# show relevant slit sizers
	1927	self._show_smear_sizer()
[f72333f]	1928
[7609f1a]	1929	self.sizer_set_smearer.Layout()
	1930	self.Layout()
	1931
	1932	if event != None:
	1933	event.Skip()
	1934	#self._undo.Enable(True)
	1935	self.save_current_state()
	1936	event = PageInfoEvent(page = self)
	1937	wx.PostEvent(self.parent, event)
	1938
	1939	def _is_changed_pinhole(self):
	1940	"""
[5062bbf]	1941	check if any of pinhole smear is changed
	1942
	1943	:return: True or False
	1944
[7609f1a]	1945	"""
	1946	# get the values
	1947	pin_min = self.smear_pinhole_min.GetValue()
	1948	pin_max = self.smear_pinhole_max.GetValue()
	1949
	1950	# Check changes in slit width
	1951	try:
	1952	dx_min = float(pin_min)
	1953	except:
	1954	return True
	1955	if self.dx_min != dx_min:
	1956	return True
	1957
	1958	# Check changes in slit heigth
	1959	try:
	1960	dx_max = float(pin_max)
	1961	except:
	1962	return True
	1963	if self.dx_max != dx_max:
	1964	return True
	1965	return False
	1966
	1967	def _set_pinhole_smear(self):
	1968	"""
[5062bbf]	1969	Set custom pinhole smear
	1970
	1971	:return: msg
	1972
[7609f1a]	1973	"""
	1974	# copy data
	1975	data = copy.deepcopy(self.data)
[f72333f]	1976	if self._is_2D():
	1977	self.smear_type = 'Pinhole2d'
	1978	len_data = len(data.data)
	1979	data.dqx_data = numpy.zeros(len_data)
	1980	data.dqy_data = numpy.zeros(len_data)
	1981	else:
	1982	self.smear_type = 'Pinhole'
	1983	len_data = len(data.x)
	1984	data.dx = numpy.zeros(len_data)
	1985	data.dxl = None
	1986	data.dxw = None
[7609f1a]	1987	msg = None
	1988
	1989	get_pin_min = self.smear_pinhole_min
	1990	get_pin_max = self.smear_pinhole_max
	1991
[f72333f]	1992	if not check_float(get_pin_min):
	1993	get_pin_min.SetBackgroundColour("pink")
	1994	msg= "Model Error:wrong value entered!!!"
	1995	elif not check_float(get_pin_max ):
	1996	get_pin_max.SetBackgroundColour("pink")
	1997	msg= "Model Error:wrong value entered!!!"
	1998	else:
[7609f1a]	1999	if len_data < 2: len_data = 2
	2000	self.dx_min = float(get_pin_min.GetValue())
	2001	self.dx_max = float(get_pin_max.GetValue())
[f72333f]	2002	if self.dx_min < 0:
	2003	get_pin_min.SetBackgroundColour("pink")
	2004	msg= "Model Error:This value can not be negative!!!"
	2005	elif self.dx_max <0:
	2006	get_pin_max.SetBackgroundColour("pink")
	2007	msg= "Model Error:This value can not be negative!!!"
	2008	elif self.dx_min != None and self.dx_max != None:
	2009	if self._is_2D():
	2010	data.dqx_data[data.dqx_data==0] = self.dx_min
	2011	data.dqy_data[data.dqy_data==0] = self.dx_max
	2012	elif self.dx_min == self.dx_max:
[7609f1a]	2013	data.dx[data.dx==0] = self.dx_min
	2014	else:
[f72333f]	2015	step = (self.dx_max - self.dx_min)/(len_data-1)
[d7b7156]	2016	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
	2017	step)
[7609f1a]	2018	elif self.dx_min != None:
[f72333f]	2019	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
	2020	else: data.dx[data.dx==0] = self.dx_min
[7609f1a]	2021	elif self.dx_max != None:
[f72333f]	2022	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
	2023	else: data.dx[data.dx==0] = self.dx_max
[f867cd9]	2024	self.current_smearer = smear_selection(data, self.model)
[4fbc93e]	2025	# 2D need to set accuracy
	2026	if self._is_2D():
[d7b7156]	2027	self.current_smearer.set_accuracy(accuracy = \
	2028	self.smear2d_accuracy)
[7609f1a]	2029
[f72333f]	2030	if msg != None:
[90a7bbd]	2031	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
[f72333f]	2032	else:
	2033	get_pin_min.SetBackgroundColour("white")
	2034	get_pin_max.SetBackgroundColour("white")
[7609f1a]	2035	## set smearing value whether or not the data contain the smearing info
[6bbeacd4]	2036	self._manager.set_smearer(smearer=self.current_smearer,
[ba1f0b2]	2037	enable2D=self.enable2D,
[6bbeacd4]	2038	qmin=float(self.qmin_x),
	2039	qmax= float(self.qmax_x),
[b29e47e]	2040	uid=self.uid)
[7609f1a]	2041	return msg
	2042
	2043	def update_pinhole_smear(self):
	2044	"""
[5062bbf]	2045	called by kill_focus on pinhole TextCntrl
	2046	to update the changes
	2047
	2048	:return: False when wrong value was entered
	2049
[7609f1a]	2050	"""
	2051	# msg default
	2052	msg = None
	2053	# check if any value is changed
	2054	if self._is_changed_pinhole():
	2055	msg = self._set_pinhole_smear()
	2056	#self._undo.Enable(True)
	2057	self.save_current_state()
	2058
	2059	if msg != None:
	2060	return False
	2061	else:
	2062	return True
	2063
	2064	def onSlitSmear(self, event):
	2065	"""
[5062bbf]	2066	Create a custom slit smear object that will change the way residuals
	2067	are compute when fitting
[7609f1a]	2068	"""
[4470b10]	2069
[6bbeacd4]	2070	#if self.check_invalid_panel():
	2071	# return
[4470b10]	2072
[7609f1a]	2073	if self.model ==None:
[4470b10]	2074	self.disable_smearer.SetValue(True)
	2075
	2076	msg="Please select a Model first..."
	2077	wx.MessageBox(msg, 'Info')
[90a7bbd]	2078	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[7609f1a]	2079	"Smear: %s"%msg))
	2080	return
[4470b10]	2081
[2d409fa]	2082	# Need update param values
	2083	self._update_paramv_on_fit()
[f72333f]	2084
[7609f1a]	2085	# msg default
	2086	msg = None
	2087	# for event given
	2088	if event != None:
	2089	tcrtl= event.GetEventObject()
	2090	# event case of radio button
	2091	if tcrtl.GetValue():
	2092	self.dxl = 0.0
	2093	self.dxw = 0.0
	2094	is_new_slit = True
	2095	else:
	2096	is_new_slit = self._is_changed_slit()
[d493f66]	2097	else:
[1da28b8]	2098	is_new_slit = True
[4470b10]	2099
[7609f1a]	2100	# if any value is changed
	2101	if is_new_slit:
	2102	msg = self._set_slit_smear()
[4470b10]	2103
[7609f1a]	2104	# hide all silt sizer
	2105	self._hide_all_smear_info()
	2106	##Calculate chi2
[f72333f]	2107	#self.compute_chisqr(smearer= self.current_smearer)
[7609f1a]	2108	# show relevant slit sizers
	2109	self._show_smear_sizer()
	2110	self.sizer_set_smearer.Layout()
	2111	self.Layout()
[4470b10]	2112
[7609f1a]	2113	if event != None:
	2114	event.Skip()
	2115	#self._undo.Enable(True)
	2116	self.save_current_state()
	2117	event = PageInfoEvent(page = self)
	2118	wx.PostEvent(self.parent, event)
	2119	if msg != None:
[90a7bbd]	2120	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
[7609f1a]	2121
	2122	def _is_changed_slit(self):
	2123	"""
[5062bbf]	2124	check if any of slit lengths is changed
	2125
	2126	:return: True or False
[4470b10]	2127
[5062bbf]	2128	"""
[7609f1a]	2129	# get the values
	2130	width = self.smear_slit_width.GetValue()
	2131	height = self.smear_slit_height.GetValue()
	2132
[d7b7156]	2133	# check and change the box bg color if it was pink
	2134	# but it should be white now
[7609f1a]	2135	# because this is the case that _set_slit_smear() will not handle
	2136	if height.lstrip().rstrip()=="":
	2137	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2138	if width.lstrip().rstrip()=="":
	2139	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2140
	2141	# Check changes in slit width
	2142	if width == "":
	2143	dxw = 0.0
	2144	else:
	2145	try:
	2146	dxw = float(width)
	2147	except:
	2148	return True
	2149	if self.dxw != dxw:
	2150	return True
	2151
	2152	# Check changes in slit heigth
	2153	if height == "":
	2154	dxl = 0.0
	2155	else:
	2156	try:
	2157	dxl = float(height)
	2158	except:
	2159	return True
	2160	if self.dxl != dxl:
	2161	return True
[4470b10]	2162
[7609f1a]	2163	return False
	2164
	2165	def _set_slit_smear(self):
	2166	"""
[5062bbf]	2167	Set custom slit smear
	2168
	2169	:return: message to inform the user about the validity
	2170	of the values entered for slit smear
[7609f1a]	2171	"""
[ba1f0b2]	2172	if self.data.__class__.__name__ == "Data2D" or \
	2173	self.enable2D:
[0b12abb5]	2174	return
[7609f1a]	2175	temp_smearer = None
	2176	# make sure once more if it is smearer
	2177	data = copy.deepcopy(self.data)
	2178	data_len = len(data.x)
	2179	data.dx = None
	2180	data.dxl = None
	2181	data.dxw = None
	2182	msg = None
	2183
	2184	try:
	2185	self.dxl = float(self.smear_slit_height.GetValue())
	2186	data.dxl = self.dxl* numpy.ones(data_len)
	2187	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2188	except:
	2189	data.dxl = numpy.zeros(data_len)
	2190	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
	2191	self.smear_slit_height.SetBackgroundColour("pink")
	2192	msg = "Wrong value entered... "
	2193	else:
	2194	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2195	try:
	2196	self.dxw = float(self.smear_slit_width.GetValue())
	2197	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2198	data.dxw = self.dxw* numpy.ones(data_len)
	2199	except:
	2200	data.dxw = numpy.zeros(data_len)
	2201	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
	2202	self.smear_slit_width.SetBackgroundColour("pink")
	2203	msg = "Wrong Fit value entered... "
	2204	else:
	2205	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[4470b10]	2206
[f867cd9]	2207	self.current_smearer = smear_selection(data, self.model)
[7609f1a]	2208	#temp_smearer = self.current_smearer
	2209	## set smearing value whether or not the data contain the smearing info
[6bbeacd4]	2210	self._manager.set_smearer(smearer=self.current_smearer,
[ba1f0b2]	2211	enable2D=self.enable2D,
[6bbeacd4]	2212	qmin=float(self.qmin_x),
	2213	qmax= float(self.qmax_x),
[512bbd0]	2214	uid=self.uid)
[7609f1a]	2215	return msg
	2216
	2217	def update_slit_smear(self):
	2218	"""
[5062bbf]	2219	called by kill_focus on pinhole TextCntrl
	2220	to update the changes
	2221
	2222	:return: False when wrong value was entered
	2223
[7609f1a]	2224	"""
	2225	# msg default
	2226	msg = None
	2227	# check if any value is changed
	2228	if self._is_changed_slit():
	2229	msg = self._set_slit_smear()
	2230	#self._undo.Enable(True)
	2231	self.save_current_state()
	2232
	2233	if msg != None:
	2234	return False
	2235	else:
	2236	return True
	2237
[c77d859]	2238	def onSmear(self, event):
	2239	"""
[5062bbf]	2240	Create a smear object that will change the way residuals
	2241	are compute when fitting
[c77d859]	2242	"""
[f72333f]	2243	if event != None:
	2244	event.Skip()
[6bbeacd4]	2245	if self.data is None:
[ffa69b6]	2246	return
[6bbeacd4]	2247
[64bda1e]	2248	if self.model == None:
[4470b10]	2249	self.disable_smearer.SetValue(True)
	2250	msg="Please select a Model first..."
	2251	wx.MessageBox(msg, 'Info')
[90a7bbd]	2252	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[2a2af47]	2253	"Smear: %s"%msg))
	2254	return
[f72333f]	2255
[2d409fa]	2256	# Need update param values
	2257	self._update_paramv_on_fit()
[6bbeacd4]	2258
[3370922]	2259	temp_smearer = None
[7609f1a]	2260	self._get_smear_info()
	2261
	2262	#renew smear sizer
	2263	if self.smear_type != None:
	2264	self.smear_description_smear_type.SetValue(str(self.smear_type))
	2265	self.smear_data_left.SetValue(str(self.dq_l))
	2266	self.smear_data_right.SetValue(str(self.dq_r))
[f72333f]	2267
[7609f1a]	2268	self._hide_all_smear_info()
	2269
	2270	data = copy.deepcopy(self.data)
	2271	# make sure once more if it is smearer
[f867cd9]	2272	self.current_smearer = smear_selection(data, self.model)
[f72333f]	2273
[c77d859]	2274	if self.enable_smearer.GetValue():
	2275	if hasattr(self.data,"dxl"):
[7609f1a]	2276
[c77d859]	2277	msg= ": Resolution smearing parameters"
	2278	if hasattr(self.data,"dxw"):
	2279	msg= ": Slit smearing parameters"
[997131a]	2280	if self.smearer ==None:
[90a7bbd]	2281	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[c77d859]	2282	"Data contains no smearing information"))
	2283	else:
[90a7bbd]	2284	wx.PostEvent(self._manager.parent, StatusEvent(status=\
[f72333f]	2285	"Data contains smearing information"))
	2286
	2287	#self.smear_description_dqdata.Show(True)
[7609f1a]	2288	self.smear_data_left.Show(True)
	2289	self.smear_data_right.Show(True)
[f72333f]	2290	temp_smearer= self.current_smearer
[7609f1a]	2291	elif self.disable_smearer.GetValue():
	2292	self.smear_description_none.Show(True)
	2293
	2294	self._show_smear_sizer()
[f72333f]	2295
[7609f1a]	2296	self.sizer_set_smearer.Layout()
	2297	self.Layout()
[fb8daaaf]	2298	## set smearing value whether or not the data contain the smearing info
[ba1f0b2]	2299	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer,
	2300	enable2D=self.enable2D,
	2301	qmin= float(self.qmin_x),
[6bbeacd4]	2302	qmax= float(self.qmax_x), draw=True)
	2303
[5582a9f1]	2304	self.state.enable_smearer= self.enable_smearer.GetValue()
	2305	self.state.disable_smearer=self.disable_smearer.GetValue()
[7609f1a]	2306	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	2307	self.state.slit_smearer = self.slit_smearer.GetValue()
[f72333f]	2308
	2309	def on_complete_chisqr(self, event):
	2310	"""
[5062bbf]	2311	print result chisqr
	2312
	2313	:event: activated by fitting/ complete after draw
	2314
[f72333f]	2315	"""
	2316	try:
[06aa2eeb]	2317	if event == None:
	2318	output= "-"
	2319	elif not numpy.isfinite(event.output):
[f72333f]	2320	output= "-"
	2321	else:
	2322	output = event.output
[2296316]	2323	self.tcChi.SetValue(str(format_number(output, True)))
[f72333f]	2324
[3c44c66]	2325	self.state.tcChi = self.tcChi.GetValue()
[f72333f]	2326	except:
	2327	pass
[c77d859]	2328
[5062bbf]	2329
[c77d859]	2330	def select_all_param(self,event):
	2331	"""
[5062bbf]	2332	set to true or false all checkBox given the main checkbox value cb1
[d1e0473]	2333	"""
[c77d859]	2334	self.param_toFit=[]
	2335	if self.parameters !=[]:
[998b6b8]	2336	if self.cb1.GetValue():
[c77d859]	2337	for item in self.parameters:
[3fef0a8]	2338	## for data2D select all to fit
[ba1f0b2]	2339	if self.data.__class__.__name__== "Data2D" or \
	2340	self.enable2D:
[c77d859]	2341	item[0].SetValue(True)
	2342	self.param_toFit.append(item )
[3fef0a8]	2343	else:
	2344	## for 1D all parameters except orientation
	2345	if not item in self.orientation_params:
	2346	item[0].SetValue(True)
	2347	self.param_toFit.append(item )
[b324aa9]	2348	#if len(self.fittable_param)>0:
	2349	for item in self.fittable_param:
[ba1f0b2]	2350	if self.data.__class__.__name__== "Data2D" or \
	2351	self.enable2D:
[b324aa9]	2352	item[0].SetValue(True)
	2353	self.param_toFit.append(item )
[2296316]	2354	try:
	2355	if len(self.values[item[1]]) > 0:
	2356	item[0].SetValue(False)
	2357	except:
	2358	pass
	2359
[b324aa9]	2360	else:
	2361	## for 1D all parameters except orientation
	2362	if not item in self.orientation_params_disp:
[3fef0a8]	2363	item[0].SetValue(True)
	2364	self.param_toFit.append(item )
[2296316]	2365	try:
	2366	if len(self.values[item[1]]) > 0:
	2367	item[0].SetValue(False)
	2368	except:
	2369	pass
	2370
[c77d859]	2371	else:
	2372	for item in self.parameters:
	2373	item[0].SetValue(False)
	2374	for item in self.fittable_param:
	2375	item[0].SetValue(False)
	2376	self.param_toFit=[]
[330573d]	2377
[52cac46]	2378	self.save_current_state_fit()
[b324aa9]	2379
[3595309d]	2380	if event !=None:
[3a37fe0]	2381	#self._undo.Enable(True)
[3595309d]	2382	## post state to fit panel
	2383	event = PageInfoEvent(page = self)
	2384	wx.PostEvent(self.parent, event)
	2385
[c77d859]	2386	def select_param(self,event):
	2387	"""
[5062bbf]	2388	Select TextCtrl checked for fitting purpose and stores them
	2389	in self.param_toFit=[] list
[c77d859]	2390	"""
	2391	self.param_toFit=[]
	2392	for item in self.parameters:
[edd166b]	2393	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2394	if self.data.__class__.__name__ != "Data2D" and\
	2395	not self.enable2D:
[edd166b]	2396	if item in self.orientation_params:
	2397	continue
[c77d859]	2398	#Select parameters to fit for list of primary parameters
[998b6b8]	2399	if item[0].GetValue():
[c77d859]	2400	if not (item in self.param_toFit):
	2401	self.param_toFit.append(item )
	2402	else:
	2403	#remove parameters from the fitting list
	2404	if item in self.param_toFit:
	2405	self.param_toFit.remove(item)
[edd166b]	2406
[d7b7156]	2407	#Select parameters to fit for list of fittable parameters
	2408	# with dispersion
[c77d859]	2409	for item in self.fittable_param:
[edd166b]	2410	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2411	if self.data.__class__.__name__ != "Data2D" and\
	2412	not self.enable2D:
[edd166b]	2413	if item in self.orientation_params:
	2414	continue
[998b6b8]	2415	if item[0].GetValue():
[c77d859]	2416	if not (item in self.param_toFit):
	2417	self.param_toFit.append(item)
	2418	else:
	2419	#remove parameters from the fitting list
	2420	if item in self.param_toFit:
[edd166b]	2421	self.param_toFit.remove(item)
	2422
	2423	#Calculate num. of angle parameters
[ba1f0b2]	2424	if self.data.__class__.__name__ == "Data2D" or \
	2425	self.enable2D:
[edd166b]	2426	len_orient_para = 0
	2427	else:
	2428	len_orient_para = len(self.orientation_params) #assume even len
	2429	#Total num. of angle parameters
	2430	if len(self.fittable_param) > 0:
	2431	len_orient_para *= 2
[c77d859]	2432	#Set the value of checkbox that selected every checkbox or not
[d7b7156]	2433	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
	2434	len(self.param_toFit):
[c77d859]	2435	self.cb1.SetValue(True)
	2436	else:
	2437	self.cb1.SetValue(False)
[52cac46]	2438	self.save_current_state_fit()
[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)
[c77d859]	2444
[77e23a2]	2445	def set_model_param_sizer(self, model):
[c77d859]	2446	"""
[5062bbf]	2447	Build the panel from the model content
	2448
	2449	:param model: the model selected in combo box for fitting purpose
	2450
[c77d859]	2451	"""
	2452	self.sizer3.Clear(True)
	2453	self.parameters = []
[fb59ed9]	2454	self.str_parameters = []
[c77d859]	2455	self.param_toFit=[]
	2456	self.fittable_param=[]
	2457	self.fixed_param=[]
[780d095]	2458	self.orientation_params=[]
[60132ef]	2459	self.orientation_params_disp=[]
[c77d859]	2460
	2461	if model ==None:
	2462	self.sizer3.Layout()
[015d109]	2463	self.SetupScrolling()
[c77d859]	2464	return
[707436d]	2465	## the panel is drawn using the current value of the fit engine
[90a7bbd]	2466	if self.engine_type==None and self._manager !=None:
	2467	self.engine_type= self._manager._return_engine_type()
[c99a6c5]	2468
[c77d859]	2469	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
	2470	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	2471	sizer = wx.GridBagSizer(5,5)
	2472	## save the current model
	2473	self.model = model
	2474
	2475	keys = self.model.getParamList()
	2476	#list of dispersion paramaters
	2477	self.disp_list=self.model.getDispParamList()
[b421b1a]	2478
[db08737]	2479	def custom_compare(a,b):
	2480	"""
	2481	Custom compare to order, first by alphabets then second by number.
	2482	"""
[fb59ed9]	2483	# number at the last digit
[db08737]	2484	a_last = a[len(a)-1]
	2485	b_last = b[len(b)-1]
[fb59ed9]	2486	# default
[db08737]	2487	num_a = None
	2488	num_b = None
[fb59ed9]	2489	# split the names
	2490	a2 = a.lower().split('_')
	2491	b2 = b.lower().split('_')
	2492	# check length of a2, b2
	2493	len_a2 = len(a2)
	2494	len_b2 = len(b2)
[db08737]	2495	# check if it contains a int number(<10)
	2496	try:
	2497	num_a = int(a_last)
	2498	except: pass
	2499	try:
	2500	num_b = int(b_last)
	2501	except: pass
[fb59ed9]	2502	# Put 'scale' near the top; happens
	2503	# when numbered param name exists
	2504	if a == 'scale':
	2505	return -1
[db08737]	2506	# both have a number
	2507	if num_a != None and num_b != None:
[fb59ed9]	2508	if num_a > num_b: return -1
	2509	# same number
[db08737]	2510	elif num_a == num_b:
[fb59ed9]	2511	# different last names
	2512	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
	2513	return -cmp(a2[len_a2-1], b2[len_b2-1])
	2514	else:
	2515	return cmp(a, b)
	2516	else: return 1
[db08737]	2517	# one of them has a number
[20905a0]	2518	elif num_a != None: return 1
	2519	elif num_b != None: return -1
[fb59ed9]	2520	# no numbers
[20905a0]	2521	else: return cmp(a.lower(), b.lower())
[fb59ed9]	2522
[20905a0]	2523
[db08737]	2524	keys.sort(custom_compare)
[c77d859]	2525
[6dc9ad8]	2526	iy = 0
[c77d859]	2527	ix = 0
[2f6c260]	2528	select_text = "Select All"
[b324aa9]	2529	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
[c77d859]	2530	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
[2f6c260]	2531	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
[ecfcef6]	2532	self.cb1.SetValue(True)
[c77d859]	2533
	2534	sizer.Add(self.cb1,(iy, ix),(1,1),\
[eda428b]	2535	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
[c77d859]	2536	ix +=1
	2537	self.text2_2 = wx.StaticText(self, -1, 'Values')
	2538	sizer.Add(self.text2_2,(iy, ix),(1,1),\
	2539	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2540	ix +=2
	2541	self.text2_3 = wx.StaticText(self, -1, 'Errors')
	2542	sizer.Add(self.text2_3,(iy, ix),(1,1),\
	2543	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2544	self.text2_3.Hide()
	2545	ix +=1
	2546	self.text2_min = wx.StaticText(self, -1, 'Min')
	2547	sizer.Add(self.text2_min,(iy, ix),(1,1),\
	2548	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	2549	#self.text2_min.Hide()
[c77d859]	2550	ix +=1
	2551	self.text2_max = wx.StaticText(self, -1, 'Max')
	2552	sizer.Add(self.text2_max,(iy, ix),(1,1),\
	2553	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[2296316]	2554	#self.text2_max.Hide()
[6fdfc8f]	2555	ix += 1
	2556	self.text2_4 = wx.StaticText(self, -1, '[Units]')
	2557	sizer.Add(self.text2_4,(iy, ix),(1,1),\
	2558	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2559	self.text2_4.Hide()
[b421b1a]	2560
[c77d859]	2561	for item in keys:
[d7b7156]	2562	if not item in self.disp_list and not item in \
	2563	self.model.orientation_params:
[b421b1a]	2564
	2565	##prepare a spot to store errors
	2566	if not self.model.details.has_key(item):
	2567	self.model.details [item] = ["",None,None]
	2568
[c77d859]	2569	iy += 1
	2570	ix = 0
[d7b7156]	2571	if self.model.__class__ in \
	2572	self.model_list_box["Multi-Functions"] \
[fb59ed9]	2573	and item in self.model.non_fittable:
	2574	non_fittable_name = wx.StaticText(self, -1, item )
	2575	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
	2576	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
	2577	## add parameter value
	2578	ix += 1
	2579	value= self.model.getParam(item)
	2580	if len(self.model.fun_list) > 0:
	2581	num = item.split('_')[1][5:7]
[d7b7156]	2582	fun_box = wx.ComboBox(self, -1,size=(100,-1),
	2583	style=wx.CB_READONLY, name = '%s'% item)
[fb59ed9]	2584	self._set_fun_box_list(fun_box)
	2585	fun_box.SetSelection(0)
[d7b7156]	2586	#self.fun_box.SetToolTipString("A function
	2587	# describing the interface")
[fb59ed9]	2588	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
	2589	else:
[d7b7156]	2590	fun_box = self.ModelTextCtrl(self, -1,
	2591	size=(_BOX_WIDTH,20),
	2592	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
[fb59ed9]	2593	fun_box.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2594	fun_box.SetValue(format_number(value, True))
[fb59ed9]	2595	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
[d7b7156]	2596	self.str_parameters.append([None,item, fun_box,
[2296316]	2597	None, None, None,
	2598	None, None])
[fb59ed9]	2599
	2600
[7975f2b]	2601	else:
[fb59ed9]	2602	## add parameters name with checkbox for selecting to fit
	2603	cb = wx.CheckBox(self, -1, item )
[2296316]	2604	cb.SetToolTipString(" Check mark to fit.")
[fb59ed9]	2605	#cb.SetValue(True)
	2606	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[dcf29d7]	2607
[fb59ed9]	2608	sizer.Add( cb,( iy, ix),(1,1),
	2609	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
	2610
	2611	## add parameter value
	2612	ix += 1
	2613	value= self.model.getParam(item)
	2614	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
	2615	style=wx.TE_PROCESS_ENTER)
	2616	ctl1.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2617	ctl1.SetValue(format_number(value, True))
[fb59ed9]	2618	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
	2619	## text to show error sign
	2620	ix += 1
	2621	text2=wx.StaticText(self, -1, '+/-')
	2622	sizer.Add(text2,(iy, ix),(1,1),\
	2623	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2624	text2.Hide()
	2625	ix += 1
[2296316]	2626	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
[d7b7156]	2627	sizer.Add(ctl2, (iy,ix),(1,1),
	2628	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[fb59ed9]	2629	ctl2.Hide()
	2630
	2631	ix += 1
[2296316]	2632	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
[d7b7156]	2633	style=wx.TE_PROCESS_ENTER,
	2634	text_enter_callback = self._onparamRangeEnter)
[fb59ed9]	2635
[d7b7156]	2636	sizer.Add(ctl3, (iy,ix),(1,1),
	2637	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[fb59ed9]	2638
	2639	ix += 1
[2296316]	2640	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
[d7b7156]	2641	style=wx.TE_PROCESS_ENTER,
	2642	text_enter_callback = self._onparamRangeEnter)
	2643	sizer.Add(ctl4, (iy,ix),(1,1),
[2296316]	2644	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
[fb59ed9]	2645
	2646	ix +=1
	2647	# Units
	2648	if self.model.details.has_key(item):
[d7b7156]	2649	units = wx.StaticText(self, -1,
	2650	self.model.details[item][0], style=wx.ALIGN_LEFT)
[fb59ed9]	2651	else:
	2652	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
[d7b7156]	2653	sizer.Add(units, (iy,ix),(1,1),
	2654	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[fb59ed9]	2655
	2656	##[cb state, name, value, "+/-", error of fit, min, max , units]
	2657	self.parameters.append([cb,item, ctl1,
	2658	text2,ctl2, ctl3, ctl4,units])
	2659
[c77d859]	2660	iy+=1
[d7b7156]	2661	sizer.Add((10,10),(iy,ix),(1,1),
	2662	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
[5af5183]	2663
[f20767b]	2664	# type can be either Guassian or Array
[5b53a5c]	2665	if len(self.model.dispersion.values())>0:
	2666	type= self.model.dispersion.values()[0]["type"]
	2667	else:
	2668	type = "Gaussian"
[6dc9ad8]	2669
	2670	iy += 1
	2671	ix = 0
	2672	#Add tile for orientational angle
	2673	for item in keys:
	2674	if item in self.model.orientation_params:
	2675	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
[d7b7156]	2676	sizer.Add(orient_angle,(iy, ix),(1,1),
	2677	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
[ba1f0b2]	2678	if not self.data.__class__.__name__ == "Data2D" and \
	2679	not self.enable2D:
[6dc9ad8]	2680	orient_angle.Hide()
	2681	else:
	2682	orient_angle.Show(True)
	2683	break
[5b53a5c]	2684
[f20767b]	2685	#For Gaussian only
	2686	if type.lower() != "array":
	2687	for item in self.model.orientation_params:
	2688	if not item in self.disp_list:
[c13b8cc]	2689	##prepare a spot to store min max
	2690	if not self.model.details.has_key(item):
	2691	self.model.details [item] = ["",None,None]
	2692
[f20767b]	2693	iy += 1
	2694	ix = 0
	2695	## add parameters name with checkbox for selecting to fit
	2696	cb = wx.CheckBox(self, -1, item )
	2697	cb.SetValue(False)
[2296316]	2698	cb.SetToolTipString("Check mark to fit")
[f20767b]	2699	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[ba1f0b2]	2700	if self.data.__class__.__name__ == "Data2D" or \
	2701	self.enable2D:
[6dc9ad8]	2702	cb.Show(True)
[f20767b]	2703	else:
[6dc9ad8]	2704	cb.Hide()
[f20767b]	2705	sizer.Add( cb,( iy, ix),(1,1),
	2706	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
	2707
	2708	## add parameter value
	2709	ix += 1
	2710	value= self.model.getParam(item)
[7975f2b]	2711	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
[f20767b]	2712	style=wx.TE_PROCESS_ENTER)
[1a94c36]	2713	ctl1.SetToolTipString("Hit 'Enter' after typing.")
[2296316]	2714	ctl1.SetValue(format_number(value, True))
[ba1f0b2]	2715	if self.data.__class__.__name__ == "Data2D" or \
	2716	self.enable2D:
[c5cd3b9]	2717	ctl1.Show(True)
[f20767b]	2718	else:
[c5cd3b9]	2719	ctl1.Hide()
[f20767b]	2720	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
	2721	## text to show error sign
	2722	ix += 1
	2723	text2=wx.StaticText(self, -1, '+/-')
	2724	sizer.Add(text2,(iy, ix),(1,1),\
	2725	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
	2726	text2.Hide()
	2727	ix += 1
[2296316]	2728	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
[d7b7156]	2729	sizer.Add(ctl2, (iy,ix),(1,1),
	2730	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[f20767b]	2731	ctl2.Hide()
[e2f7b92]	2732
[c99a6c5]	2733
[f20767b]	2734	ix += 1
[2296316]	2735	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
[d7b7156]	2736	style=wx.TE_PROCESS_ENTER,
	2737	text_enter_callback = self._onparamRangeEnter)
[b9405cd]	2738
[d7b7156]	2739	sizer.Add(ctl3, (iy,ix),(1,1),
	2740	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[f20767b]	2741	ctl3.Hide()
[b324aa9]	2742
[f20767b]	2743	ix += 1
[2296316]	2744	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
[d7b7156]	2745	style=wx.TE_PROCESS_ENTER,
	2746	text_enter_callback = self._onparamRangeEnter)
	2747	sizer.Add(ctl4, (iy,ix),(1,1),
	2748	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[eacf1d66]	2749
[f20767b]	2750	ctl4.Hide()
[edd166b]	2751
[ba1f0b2]	2752	if self.data.__class__.__name__ == "Data2D" or \
	2753	self.enable2D:
[f20767b]	2754	ctl3.Show(True)
	2755	ctl4.Show(True)
[c5cd3b9]	2756
[f20767b]	2757	ix +=1
	2758	# Units
[7975f2b]	2759	if self.model.details.has_key(item):
[d7b7156]	2760	units = wx.StaticText(self, -1,
	2761	self.model.details[item][0],
	2762	style=wx.ALIGN_LEFT)
[7975f2b]	2763	else:
[f20767b]	2764	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
[ba1f0b2]	2765	if self.data.__class__.__name__ == "Data2D" or \
	2766	self.enable2D:
[6dc9ad8]	2767	units.Show(True)
[c99a6c5]	2768
[f20767b]	2769	else:
[6dc9ad8]	2770	units.Hide()
[c99a6c5]	2771
[d7b7156]	2772	sizer.Add(units, (iy,ix),(1,1),
	2773	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
[7975f2b]	2774
[d7b7156]	2775	##[cb state, name, value, "+/-", error of fit,min,max,units]
[f20767b]	2776	self.parameters.append([cb,item, ctl1,
	2777	text2,ctl2, ctl3, ctl4,units])
	2778	self.orientation_params.append([cb,item, ctl1,
	2779	text2,ctl2, ctl3, ctl4,units])
[780d095]	2780
	2781	iy+=1
[c77d859]	2782
	2783	#Display units text on panel
	2784	for item in keys:
[7975f2b]	2785	if self.model.details.has_key(item):
[c77d859]	2786	self.text2_4.Show()
[b324aa9]	2787	#Fill the list of fittable parameters
	2788	self.select_all_param(event=None)
[7975f2b]	2789
[52cac46]	2790	self.save_current_state_fit()
[240b9966]	2791	boxsizer1.Add(sizer)
[c77d859]	2792	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
	2793	self.sizer3.Layout()
[330573d]	2794	self.Layout()
	2795	self.Refresh()
[2296316]	2796
	2797	def on_right_down(self, event):
	2798	"""
	2799	Get key stroke event
	2800	"""
	2801	if self.data == None:
	2802	return
	2803	# Figuring out key combo: Cmd for copy, Alt for paste
	2804	if event.AltDown() and event.ShiftDown():
	2805	self._show_ftol_dialog()
	2806	flag = True
[1b1bbf9]	2807	elif event.AltDown() or event.ShiftDown():
[2296316]	2808	flag = False
[1b1bbf9]	2809	else:
	2810	return
[2296316]	2811	# make event free
	2812	event.Skip()
	2813	# messages depending on the flag
	2814	if not flag:
	2815	msg = " Could not open ftol dialog;"
	2816	msg += " Check if the Scipy fit engine is selected in the menubar."
	2817	infor = 'warning'
	2818	# inform msg to wx
	2819	wx.PostEvent( self.parent.parent,
	2820	StatusEvent(status= msg, info=infor))
	2821
	2822
	2823	def _show_ftol_dialog(self):
	2824	"""
	2825	Dialog to select ftol for Scipy
	2826	"""
	2827	from ftol_dialog import ChangeFtol
	2828	panel = ChangeFtol(self)
	2829	panel.ShowModal()
	2830
[8b6f489]	2831	def _onModel2D(self, event):
	2832	"""
	2833	toggle view of model from 1D to 2D or 2D from 1D
	2834	"""
[e2f0554]	2835	if self.model_view.GetLabelText() == "Switch to 2D":
	2836	self.model_view.SetLabel("Switch to 1D")
[8b6f489]	2837	self.enable2D = True
[ba1f0b2]	2838
[8b6f489]	2839	else:
[e2f0554]	2840	self.model_view.SetLabel("Switch to 2D")
[8b6f489]	2841	self.enable2D = False
[52cac46]	2842
[ba1f0b2]	2843	self.set_model_param_sizer(self.model)
	2844	self._set_sizer_dispersion()
	2845	self._draw_model()
	2846
	2847
	2848	self.state.enable2D = copy.deepcopy(self.enable2D)
	2849
[7609f1a]	2850	class BGTextCtrl(wx.TextCtrl):
	2851	"""
[5062bbf]	2852	Text control used to display outputs.
	2853	No editing allowed. The background is
	2854	grayed out. User can't select text.
[7609f1a]	2855	"""
	2856	def __init__(self, args, *kwds):
	2857	wx.TextCtrl.__init__(self, args, *kwds)
	2858	self.SetEditable(False)
[59b8c74]	2859	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
[7609f1a]	2860
	2861	# Bind to mouse event to avoid text highlighting
	2862	# The event will be skipped once the call-back
	2863	# is called.
	2864	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
	2865
	2866	def _click(self, event):
	2867	"""
[5062bbf]	2868	Prevent further handling of the mouse event
	2869	by not calling Skip().
[7609f1a]	2870	"""
	2871	pass
[5062bbf]	2872

Note: See TracBrowser for help on using the repository browser.

SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ 60fff67

Download in other formats: