fitpage.py @ 55bb249c

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 55bb249c was 55bb249c, checked in by Jae Cho <jhjcho@…>, 13 years ago
added custom weighting for single fit
Property mode set to `100644`
File size: 130.2 KB

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2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	#from sans.dataloader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.events import NewPlotEvent
14	from sans.guiframe.dataFitting import check_data_validity
15	from sans.guiframe.utils import format_number
16	from sans.guiframe.utils import check_float
17
18	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
19	_BOX_WIDTH = 76
20	_DATA_BOX_WIDTH = 300
21	SMEAR_SIZE_L = 0.00
22	SMEAR_SIZE_H = 0.00
23
24	import basepage
25	from basepage import BasicPage
26	from basepage import PageInfoEvent
27	from sans.models.qsmearing import smear_selection
28
29
30	class FitPage(BasicPage):
31	"""
32	FitPanel class contains fields allowing to display results when
33	fitting a model and one data
34
35	:note: For Fit to be performed the user should check at least one parameter
36	on fit Panel window.
37	"""
38
39	def __init__(self,parent, color='rand'):
40	"""
41	Initialization of the Panel
42	"""
43	BasicPage.__init__(self, parent, color=color)
44
45	## draw sizer
46	self._fill_data_sizer()
47	self.is_2D = None
48	self.fit_started = False
49	self.weightbt_string = None
50	# get smear info from data
51	self._get_smear_info()
52	self._fill_model_sizer( self.sizer1)
53	self._get_defult_custom_smear()
54	self._fill_range_sizer()
55	self._set_smear(self.data)
56	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
57	# bind key event
58	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
59	self._set_bookmark_flag(False)
60	self._set_save_flag(False)
61	self._set_preview_flag(False)
62	self._set_copy_flag(False)
63	self._set_paste_flag(False)
64	self.btFit.SetFocus()
65	self.enable_fit_button()
66	self.fill_data_combobox(data_list=self.data_list)
67	#create a default data for an empty panel
68	self.create_default_data()
69
70	def enable_fit_button(self):
71	"""
72	Enable fit button if data is valid and model is valid
73	"""
74	flag = check_data_validity(self.data) & (self.model is not None)
75	self.btFit.Enable(flag)
76
77	def _fill_data_sizer(self):
78	"""
79	fill sizer 0 with data info
80	"""
81	box_description= wx.StaticBox(self, -1, 'I(q) Data Source')
82	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
83	#----------------------------------------------------------
84	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
85	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
86	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
87	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
88	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
89	sizer_data.Add(self.dataSource)
90	sizer_data.Add( (0,5) )
91	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
92	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
93	self.sizer0.Layout()
94
95	def enable_datasource(self):
96	"""
97	Enable or disable data source control depending on existing data
98	"""
99	if not self.data_list:
100	self.dataSource.Disable()
101	else:
102	self.dataSource.Enable()
103
104	def fill_data_combobox(self, data_list):
105	"""
106	Get a list of data and fill the corresponding combobox
107	"""
108	self.dataSource.Clear()
109	self.data_list = data_list
110	self.enable_datasource()
111	if data_list:
112	#find the maximum range covering all data
113	qmin, qmax, _ = self.compute_data_range(data_list[0])
114	self.qmin_data_set, self.qmax_data_set = qmin, qmax
115	self.npts_data_set = 0
116	for data in self.data_list:
117	if data is not None:
118	self.compute_data_set_range(data)
119	self.dataSource.Append(str(data.name), clientData=data)
120	self.dataSource.SetSelection(0)
121	self.on_select_data(event=None)
122
123	def on_select_data(self, event=None):
124	"""
125	"""
126	if event is None and self.dataSource.GetCount() > 0:
127	data = self.dataSource.GetClientData(0)
128	self.set_data(data)
129	elif self.dataSource.GetCount() > 0:
130	pos = self.dataSource.GetSelection()
131	data = self.dataSource.GetClientData(pos)
132	self.set_data(data)
133
134
135
136	def _on_fit_complete(self):
137	"""
138	When fit is complete ,reset the fit button label.
139	"""
140	self.btFit.SetLabel("Fit")
141	self.bind_fit_button()
142
143	def _is_2D(self):
144	"""
145	Check if data_name is Data2D
146
147	:return: True or False
148
149	"""
150	if self.data.__class__.__name__ == "Data2D" or \
151	self.enable2D:
152	return True
153	return False
154
155	def _on_engine_change(self, name):
156	"""
157	get the current name of the fit engine type
158	and update the panel accordingly
159	"""
160
161	self.engine_type = str(name)
162	self.state.engine_type = self.engine_type
163	if not self.is_mac:
164	if len(self.parameters) == 0:
165	self.Layout()
166	return
167	self.Layout()
168	self.Refresh()
169
170
171
172	def _fill_range_sizer(self):
173	"""
174	Fill the sizer containing the plotting range
175	add access to npts
176	"""
177	is_2Ddata = False
178
179	# Check if data is 2D
180	if self.data.__class__.__name__ == "Data2D" or \
181	self.enable2D:
182	is_2Ddata = True
183
184	title = "Fitting"
185	#smear messages & titles
186	smear_message_none = "No smearing is selected..."
187	smear_message_dqdata = "The dQ data is being used for smearing..."
188	smear_message_2d = \
189	"Higher accuracy is very time-expensive. Use it with care..."
190	smear_message_new_ssmear = \
191	"Please enter only the value of interest to customize smearing..."
192	smear_message_new_psmear = \
193	"Please enter both; the dQ will be generated by interpolation..."
194	smear_message_2d_x_title = "<dQp>[1/A]:"
195	smear_message_2d_y_title = "<dQs>[1/A]:"
196	smear_message_pinhole_min_title = "dQ_low[1/A]:"
197	smear_message_pinhole_max_title = "dQ_high[1/A]:"
198	smear_message_slit_height_title = "Slit height[1/A]:"
199	smear_message_slit_width_title = "Slit width[1/A]:"
200
201	self._get_smear_info()
202
203	#Sizers
204	box_description_range = wx.StaticBox(self, -1,str(title))
205	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
206	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
207	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
208	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
209	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
210	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
211	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
212	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
213	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
214
215	weighting_set_box= wx.StaticBox(self, -1,\
216	'Set Weighting by Selecting dI Source')
217	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
218	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
219	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
220	#Filling the sizer containing weighting info.
221	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
222	style=wx.RB_GROUP)
223	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
224	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
225	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
226	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
227	id=self.dI_noweight.GetId())
228	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
229	id=self.dI_didata.GetId())
230	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
231	id=self.dI_sqrdata.GetId())
232	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
233	id=self.dI_idata.GetId())
234	self.dI_didata.SetValue(True)
235	# add 4 types of weighting to the sizer
236	sizer_weighting.Add( self.dI_noweight,0, wx.LEFT, 10)
237	sizer_weighting.Add((14,10))
238	sizer_weighting.Add( self.dI_didata)
239	sizer_weighting.Add((14,10))
240	sizer_weighting.Add( self.dI_sqrdata)
241	sizer_weighting.Add((14,10))
242	sizer_weighting.Add( self.dI_idata)
243	sizer_weighting.Add((10,10))
244	self.dI_noweight.Enable(False)
245	self.dI_didata.Enable(False)
246	self.dI_sqrdata.Enable(False)
247	self.dI_idata.Enable(False)
248	weighting_box.Add(sizer_weighting)
249
250	sizer_fit = wx.GridSizer(2, 4, 2, 6)
251
252	# combobox for smear2d accuracy selection
253	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),
254	style=wx.CB_READONLY)
255	self._set_accuracy_list()
256	self.smear_accuracy.SetValue(self.smear2d_accuracy)
257	self.smear_accuracy.SetSelection(0)
258	self.smear_accuracy.SetToolTipString(\
259	"'Higher' uses more Gaussian points for smearing computation.")
260
261	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
262
263	#Fit button
264	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
265	self.default_bt_colour = self.btFit.GetDefaultAttributes()
266	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
267	self.btFit.SetToolTipString("Start fitting.")
268
269	#textcntrl for custom resolution
270	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
271	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
272	text_enter_callback = self.onPinholeSmear)
273	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
274	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
275	text_enter_callback = self.onPinholeSmear)
276	self.smear_slit_height= self.ModelTextCtrl(self, -1,
277	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
278	text_enter_callback = self.onSlitSmear)
279	self.smear_slit_width = self.ModelTextCtrl(self, -1,
280	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
281	text_enter_callback = self.onSlitSmear)
282
283	## smear
284	self.smear_data_left= BGTextCtrl(self, -1,
285	size=(_BOX_WIDTH-25,20), style=0)
286	self.smear_data_left.SetValue(str(self.dq_l))
287	self.smear_data_right = BGTextCtrl(self, -1,
288	size=(_BOX_WIDTH-25,20), style=0)
289	self.smear_data_right.SetValue(str(self.dq_r))
290
291	#set default values for smear
292	self.smear_pinhole_max.SetValue(str(self.dx_max))
293	self.smear_pinhole_min.SetValue(str(self.dx_min))
294	self.smear_slit_height.SetValue(str(self.dxl))
295	self.smear_slit_width.SetValue(str(self.dxw))
296
297	#Filling the sizer containing instruments smearing info.
298	self.disable_smearer = wx.RadioButton(self, -1,
299	'None', style=wx.RB_GROUP)
300	self.enable_smearer = wx.RadioButton(self, -1,
301	'Use dQ Data')
302	#self.enable_smearer.SetToolTipString(
303	#"Click to use the loaded dQ data for smearing.")
304	self.pinhole_smearer = wx.RadioButton(self, -1,
305	'Custom Pinhole Smear')
306	#self.pinhole_smearer.SetToolTipString
307	#("Click to input custom resolution for pinhole smearing.")
308	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
309	#self.slit_smearer.SetToolTipString
310	#("Click to input custom resolution for slit smearing.")
311	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
312	id=self.disable_smearer.GetId())
313	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
314	id=self.enable_smearer.GetId())
315	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
316	id=self.pinhole_smearer.GetId())
317	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
318	id=self.slit_smearer.GetId())
319	self.disable_smearer.SetValue(True)
320
321	# add 4 types of smearing to the sizer
322	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
323	sizer_smearer.Add((10,10))
324	sizer_smearer.Add( self.enable_smearer)
325	sizer_smearer.Add((10,10))
326	sizer_smearer.Add( self.pinhole_smearer )
327	sizer_smearer.Add((10,10))
328	sizer_smearer.Add( self.slit_smearer )
329	sizer_smearer.Add((10,10))
330
331	# StaticText for chi2, N(for fitting), Npts
332	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
333	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
334	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
335	self.Npts_fit.SetToolTipString(\
336	" Npts : number of points selected for fitting")
337	self.Npts_total = self.ModelTextCtrl(self, -1,
338	size=(_BOX_WIDTH, 20),
339	style=wx.TE_PROCESS_ENTER,
340	text_enter_callback=self._onQrangeEnter)
341	self.Npts_total.SetValue(format_number(self.npts_x))
342	self.Npts_total.SetToolTipString(\
343	" Total Npts : total number of data points")
344
345	# Update and Draw button
346	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
347	self.draw_button.Bind(wx.EVT_BUTTON, \
348	self._onDraw,id= self.draw_button.GetId())
349	self.draw_button.SetToolTipString("Compute and Draw.")
350
351	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
352	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
353	box_description_3= wx.StaticText(self, -1,'Total Npts')
354	box_description_3.SetToolTipString( \
355	" Total Npts : total number of data points")
356	#box_description_4= wx.StaticText(self, -1,' ')
357
358
359	sizer_fit.Add(box_description_1,0,0)
360	sizer_fit.Add(box_description_2,0,0)
361	sizer_fit.Add(box_description_3,0,0)
362	sizer_fit.Add(self.draw_button,0,0)
363	sizer_fit.Add(self.tcChi,0,0)
364	sizer_fit.Add(self.Npts_fit ,0,0)
365	sizer_fit.Add(self.Npts_total,0,0)
366	sizer_fit.Add(self.btFit,0,0)
367
368	# StaticText for smear
369	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
370	self.smear_description_none = wx.StaticText(self, -1,
371	smear_message_none , style=wx.ALIGN_LEFT)
372	self.smear_description_dqdata = wx.StaticText(self,
373	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
374	self.smear_description_type = wx.StaticText(self,
375	-1, "Type:" , style=wx.ALIGN_LEFT)
376	self.smear_description_accuracy_type = wx.StaticText(self, -1,
377	"Accuracy:" , style=wx.ALIGN_LEFT)
378	self.smear_description_smear_type = BGTextCtrl(self, -1,
379	size=(57,20), style=0)
380	self.smear_description_smear_type.SetValue(str(self.dq_l))
381	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
382	self.smear_description_2d = wx.StaticText(self, -1,
383	smear_message_2d , style=wx.ALIGN_LEFT)
384	self.smear_message_new_s = wx.StaticText(self, -1,
385	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
386	self.smear_message_new_p = wx.StaticText(self, -1,
387	smear_message_new_psmear , style=wx.ALIGN_LEFT)
388	self.smear_description_2d_x = wx.StaticText(self, -1,
389	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
390	self.smear_description_2d_x.SetToolTipString(\
391	" dQp(parallel) in q_r direction.")
392	self.smear_description_2d_y = wx.StaticText(self, -1,
393	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
394	self.smear_description_2d_y.SetToolTipString(\
395	" dQs(perpendicular) in q_phi direction.")
396	self.smear_description_pin_min = wx.StaticText(self, -1,
397	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
398	self.smear_description_pin_max = wx.StaticText(self, -1,
399	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
400	self.smear_description_slit_height = wx.StaticText(self, -1,
401	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
402	self.smear_description_slit_width = wx.StaticText(self, -1,
403	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
404
405	#arrange sizers
406	#boxsizer1.Add( self.tcChi )
407	self.sizer_set_smearer.Add(sizer_smearer )
408	self.sizer_set_smearer.Add((10,10))
409	self.sizer_set_smearer.Add( self.smear_description_none,
410	0, wx.CENTER, 10 )
411	self.sizer_set_smearer.Add( self.smear_description_dqdata,
412	0, wx.CENTER, 10 )
413	self.sizer_set_smearer.Add( self.smear_description_2d,
414	0, wx.CENTER, 10 )
415	self.sizer_new_smear.Add( self.smear_description_type,
416	0, wx.CENTER, 10 )
417	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
418	0, wx.CENTER, 10 )
419	self.sizer_new_smear.Add( self.smear_accuracy )
420	self.sizer_new_smear.Add( self.smear_description_smear_type,
421	0, wx.CENTER, 10 )
422	self.sizer_new_smear.Add((15,-1))
423	self.sizer_new_smear.Add( self.smear_description_2d_x,
424	0, wx.CENTER, 10 )
425	self.sizer_new_smear.Add( self.smear_description_pin_min,
426	0, wx.CENTER, 10 )
427	self.sizer_new_smear.Add( self.smear_description_slit_height,
428	0, wx.CENTER, 10 )
429
430	self.sizer_new_smear.Add( self.smear_pinhole_min,
431	0, wx.CENTER, 10 )
432	self.sizer_new_smear.Add( self.smear_slit_height,
433	0, wx.CENTER, 10 )
434	self.sizer_new_smear.Add( self.smear_data_left,
435	0, wx.CENTER, 10 )
436	self.sizer_new_smear.Add((20,-1))
437	self.sizer_new_smear.Add( self.smear_description_2d_y,
438	0, wx.CENTER, 10 )
439	self.sizer_new_smear.Add( self.smear_description_pin_max,
440	0, wx.CENTER, 10 )
441	self.sizer_new_smear.Add( self.smear_description_slit_width,
442	0, wx.CENTER, 10 )
443
444	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
445	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
446	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
447
448	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
449	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
450	self.sizer_set_smearer.Add((5,2))
451	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
452
453	# add all to chi2 sizer
454	sizer_smearer_box.Add(self.sizer_set_smearer)
455	sizer_chi2.Add(sizer_smearer_box)
456	sizer_chi2.Add((-1,5))
457	sizer_chi2.Add(weighting_box)
458	sizer_chi2.Add((-1,5))
459
460	# hide all smear messages and textctrl
461	self._hide_all_smear_info()
462
463	# get smear_selection
464	self.current_smearer= smear_selection( self.data, self.model )
465
466	# Show only the relevant smear messages, etc
467	if self.current_smearer == None:
468	if not is_2Ddata:
469	self.smear_description_none.Show(True)
470	self.enable_smearer.Disable()
471	else:
472	self.smear_description_none.Show(True)
473	#self.smear_description_2d.Show(True)
474	#self.pinhole_smearer.Disable()
475	self.slit_smearer.Disable()
476	#self.enable_smearer.Disable()
477	if self.data == None:
478	self.slit_smearer.Disable()
479	self.pinhole_smearer.Disable()
480	self.enable_smearer.Disable()
481	else: self._show_smear_sizer()
482	boxsizer_range.Add(self.sizer_set_masking)
483	#2D data? default
484	is_2Ddata = False
485
486	#check if it is 2D data
487	if self.data.__class__.__name__ == "Data2D" or \
488	self.enable2D:
489	is_2Ddata = True
490
491	self.sizer5.Clear(True)
492
493	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
494	style=wx.TE_PROCESS_ENTER,
495	text_enter_callback = self._onQrangeEnter)
496	self.qmin.SetValue(str(self.qmin_x))
497	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
498
499	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
500	style=wx.TE_PROCESS_ENTER,
501	text_enter_callback=self._onQrangeEnter)
502	self.qmax.SetValue(str(self.qmax_x))
503	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
504	"""
505	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
506	style=wx.TE_PROCESS_ENTER,
507	text_enter_callback=self._onQrangeEnter)
508	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
509	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
510	"""
511	id = wx.NewId()
512	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
513
514	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
515	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
516
517	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
518	sizer= wx.GridSizer(2, 4, 2, 6)
519
520	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
521	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
522	self.btEditMask.SetToolTipString("Edit Mask.")
523	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
524
525	sizer.Add(wx.StaticText(self, -1, 'Q range'))
526	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
527	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
528	sizer.Add(self.EditMask_title)
529	#sizer.Add(wx.StaticText(self, -1, ''))
530	sizer.Add(self.reset_qrange)
531	sizer.Add(self.qmin)
532	sizer.Add(self.qmax)
533	#sizer.Add(self.theory_npts_tcrtl)
534	sizer.Add(self.btEditMask)
535	boxsizer_range.Add(sizer_chi2)
536	boxsizer_range.Add((10,10))
537	boxsizer_range.Add(sizer)
538
539	boxsizer_range.Add((10,15))
540	boxsizer_range.Add(sizer_fit)
541	if is_2Ddata:
542	self.btEditMask.Enable()
543	self.EditMask_title.Enable()
544	else:
545	self.btEditMask.Disable()
546	self.EditMask_title.Disable()
547	## save state
548	self.save_current_state()
549	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
550	self.sizer5.Layout()
551
552
553	def _fill_model_sizer(self, sizer):
554	"""
555	fill sizer containing model info
556	"""
557	##Add model function Details button in fitpanel.
558	##The following 3 lines are for Mac. Let JHC know before modifying...
559	title = "Model"
560	self.formfactorbox = None
561	self.multifactorbox = None
562	self.mbox_description= wx.StaticBox(self, -1,str(title))
563	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
564
565	id = wx.NewId()
566	self.model_help =wx.Button(self,id,'Details', size=(80,23))
567	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
568	self.model_help.SetToolTipString("Model Function Help")
569	id = wx.NewId()
570	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
571	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
572	hint = "toggle view of model from 1D to 2D or 2D to 1D"
573	self.model_view.SetToolTipString(hint)
574
575	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
576	style=wx.RB_GROUP)
577	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
578	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
579	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
580
581	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
582	id= self.shape_rbutton.GetId())
583	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
584	id= self.shape_indep_rbutton.GetId())
585	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
586	id= self.struct_rbutton.GetId())
587	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
588	id= self.plugin_rbutton.GetId())
589	#MAC needs SetValue
590	self.shape_rbutton.SetValue(True)
591
592	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
593	sizer_radiobutton.Add(self.shape_rbutton)
594	sizer_radiobutton.Add(self.shape_indep_rbutton)
595	#sizer_radiobutton.Add((5, 5))
596	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
597	sizer_radiobutton.Add(self.plugin_rbutton)
598	sizer_radiobutton.Add(self.struct_rbutton)
599	#sizer_radiobutton.Add((5, 5))
600	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
601
602	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
603	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
604
605	self.text1 = wx.StaticText(self,-1,"" )
606	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
607	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
608	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
609	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
610	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
611
612	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
613	if self.model!= None:
614	self.formfactorbox.SetValue(self.model.name)
615	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
616	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
617	self.initialize_combox()
618	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
619
620	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
621	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
622	## check model type to show sizer
623	if self.model !=None:
624	self._set_model_sizer_selection(self.model)
625
626	sizer_selection.Add(self.text1)
627	sizer_selection.Add((5, 5))
628	sizer_selection.Add(self.formfactorbox)
629	sizer_selection.Add((5, 5))
630	sizer_selection.Add(self.text2)
631	sizer_selection.Add((5, 5))
632	sizer_selection.Add(self.structurebox)
633
634	mutifactor_selection.Add((10,5))
635	mutifactor_selection.Add(self.mutifactor_text)
636	mutifactor_selection.Add(self.multifactorbox)
637	mutifactor_selection.Add((5, 5))
638	mutifactor_selection.Add(self.mutifactor_text1)
639	mutifactor_selection.Add((10, 5))
640	mutifactor_selection.Add(self.show_sld_button)
641
642
643	boxsizer1.Add(sizer_radiobutton)
644	boxsizer1.Add((10, 10))
645	boxsizer1.Add(sizer_selection)
646	boxsizer1.Add((10, 10))
647	boxsizer1.Add(mutifactor_selection)
648
649	self._set_multfactor_combobox()
650	self.multifactorbox.SetSelection(1)
651	self.show_sld_button.Hide()
652	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
653	sizer.Layout()
654
655	def _set_sizer_dispersion(self):
656	"""
657	draw sizer with gaussian dispersity parameters
658	"""
659	self.fittable_param=[]
660	self.fixed_param=[]
661	self.orientation_params_disp=[]
662
663	self.sizer4_4.Clear(True)
664	if self.model==None:
665	##no model is selected
666	return
667	if not self.enable_disp.GetValue():
668	## the user didn't select dispersity display
669	return
670
671	self._reset_dispersity()
672
673	## fill a sizer with the combobox to select dispersion type
674	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
675	model_disp = wx.StaticText(self, -1, 'Function')
676
677	import sans.models.dispersion_models
678	self.polydisp= sans.models.dispersion_models.models
679
680	ix = 0
681	iy = 0
682	disp = wx.StaticText(self, -1, ' ')
683	self.sizer4_4.Add(disp,( iy, ix),(1,1),
684	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
685	ix += 1
686	values = wx.StaticText(self, -1, 'PD[ratio]')
687	polytext = "Polydispersity (= STD/mean); "
688	polytext += "the standard deviation over the mean value."
689	values.SetToolTipString(polytext)
690
691	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
692	0)
693	ix +=2
694	if self.is_mac:
695	err_text = 'Error'
696	else:
697	err_text = ''
698	self.text_disp_1 = wx.StaticText(self, -1, err_text)
699	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
700	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
701
702
703	ix +=1
704	self.text_disp_min = wx.StaticText(self, -1, 'Min')
705	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
706	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
707
708	ix +=1
709	self.text_disp_max = wx.StaticText(self, -1, 'Max')
710	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
711	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
712
713	ix += 1
714	npts = wx.StaticText(self, -1, 'Npts')
715	npts.SetToolTipString("Number of sampling points for the numerical\n\
716	integration over the distribution function.")
717	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
718	ix += 1
719	nsigmas = wx.StaticText(self, -1, 'Nsigs')
720	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
721	of the distribution function will be used for weighting. \n\
722	The value '3' covers 99.5% for Gaussian distribution \n\
723	function. Note: Not recommended to change this value.")
724	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
725	0)
726	ix +=1
727	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
728	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
729
730	if self.engine_type=="park":
731	self.text_disp_max.Show(True)
732	self.text_disp_min.Show(True)
733
734	for item in self.model.dispersion.keys():
735	if not item in self.model.orientation_params:
736	if not self.disp_cb_dict.has_key(item):
737	self.disp_cb_dict[item]= None
738	name0="Distribution of " + item
739	name1=item+".width"
740	name2=item+".npts"
741	name3=item+".nsigmas"
742	if not self.model.details.has_key(name1):
743	self.model.details [name1] = ["",None,None]
744
745	iy += 1
746	for p in self.model.dispersion[item].keys():
747
748	if p=="width":
749	ix = 0
750	cb = wx.CheckBox(self, -1, name0, (10, 10))
751	cb.SetToolTipString("Check mark to fit")
752	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
753	self.sizer4_4.Add( cb,( iy, ix),(1,1),
754	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
755	5)
756	ix = 1
757	value= self.model.getParam(name1)
758	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
759	,style=wx.TE_PROCESS_ENTER)
760	ctl1.SetLabel('PD[ratio]')
761	poly_text = "Polydispersity (STD/mean) of %s\n" % item
762	poly_text += "STD: the standard deviation"
763	poly_text += " from the mean value."
764	ctl1.SetToolTipString(poly_text)
765	ctl1.SetValue(str (format_number(value, True)))
766	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
767	## text to show error sign
768	ix = 2
769	text2=wx.StaticText(self, -1, '+/-')
770	self.sizer4_4.Add(text2,(iy, ix),(1,1),
771	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
772	if not self.is_mac:
773	text2.Hide()
774
775	ix = 3
776	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
777	style=0)
778
779	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
780	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
781	if not self.is_mac:
782	ctl2.Hide()
783
784	ix = 4
785	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
786	20), style=wx.TE_PROCESS_ENTER,
787	text_enter_callback = self._onparamRangeEnter)
788
789	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
790	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
791
792
793	ix = 5
794	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
795	20), style=wx.TE_PROCESS_ENTER,
796	text_enter_callback = self._onparamRangeEnter)
797
798	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
799	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
800
801
802	if self.engine_type=="park":
803	ctl3.Show(True)
804	ctl4.Show(True)
805
806	elif p=="npts":
807	ix = 6
808	value= self.model.getParam(name2)
809	Tctl = self.ModelTextCtrl(self, -1,
810	size=(_BOX_WIDTH/2.2,20),
811	style=wx.TE_PROCESS_ENTER)
812
813	Tctl.SetValue(str (format_number(value)))
814	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
815	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
816	self.fixed_param.append([None,name2, Tctl,None,None,
817	None, None,None])
818	elif p=="nsigmas":
819	ix = 7
820	value= self.model.getParam(name3)
821	Tct2 = self.ModelTextCtrl(self, -1,
822	size=(_BOX_WIDTH/2.2,20),
823	style=wx.TE_PROCESS_ENTER)
824
825	Tct2.SetValue(str (format_number(value)))
826	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
827	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
828	#ix +=1
829	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
830	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
831
832	self.fixed_param.append([None, name3, Tct2,
833	None, None, None,
834	None, None])
835
836
837	ix = 8
838	disp_box = wx.ComboBox(self, -1,size=(65,-1),
839	style=wx.CB_READONLY, name = '%s'% name1)
840	for key, value in self.polydisp.iteritems():
841	name_disp = str(key)
842	disp_box.Append(name_disp,value)
843	disp_box.SetStringSelection("gaussian")
844	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
845	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
846	self.fittable_param.append([cb,name1,ctl1,text2,
847	ctl2, ctl3, ctl4, disp_box])
848
849	ix =0
850	iy +=1
851	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
852	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
853	first_orient = True
854	for item in self.model.dispersion.keys():
855	if item in self.model.orientation_params:
856	if not self.disp_cb_dict.has_key(item):
857	self.disp_cb_dict[item]= None
858	name0="Distribution of " + item
859	name1=item+".width"
860	name2=item+".npts"
861	name3=item+".nsigmas"
862
863	if not self.model.details.has_key(name1):
864	self.model.details [name1] = ["",None,None]
865
866
867	iy += 1
868	for p in self.model.dispersion[item].keys():
869
870	if p=="width":
871	ix = 0
872	cb = wx.CheckBox(self, -1, name0, (10, 10))
873	cb.SetToolTipString("Check mark to fit")
874	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
875	self.sizer4_4.Add( cb,( iy, ix),(1,1),
876	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
877	5)
878	if self.data.__class__.__name__ == "Data2D" or \
879	self.enable2D:
880	cb.Show(True)
881	elif cb.IsShown():
882	cb.Hide()
883	ix = 1
884	value= self.model.getParam(name1)
885	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
886	20),style=wx.TE_PROCESS_ENTER)
887	poly_tip = "Absolute Sigma for %s." % item
888	ctl1.SetToolTipString(poly_tip)
889	ctl1.SetValue(str (format_number(value, True)))
890	if self.data.__class__.__name__ == "Data2D" or \
891	self.enable2D:
892	if first_orient:
893	values.SetLabel('PD[ratio], Sig[deg]')
894	poly_text = "PD(polydispersity for lengths):\n"
895	poly_text += "It should be a value between"
896	poly_text += "0 and 1\n"
897	poly_text += "Sigma for angles: \n"
898	poly_text += "It is the STD (ratio*mean)"
899	poly_text += " of the distribution.\n "
900
901	values.SetToolTipString(poly_text)
902	first_orient = False
903	ctl1.Show(True)
904	elif ctl1.IsShown():
905	ctl1.Hide()
906
907	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
908	## text to show error sign
909	ix = 2
910	text2=wx.StaticText(self, -1, '+/-')
911	self.sizer4_4.Add(text2,(iy, ix),(1,1),
912	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
913
914	text2.Hide()
915
916	ix = 3
917	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
918	style=0)
919
920	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
921	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
922
923	ctl2.Hide()
924	if self.data.__class__.__name__ == "Data2D" or \
925	self.enable2D:
926	if self.is_mac:
927	text2.Show(True)
928	ctl2.Show(True)
929
930	ix = 4
931	ctl3 = self.ModelTextCtrl(self, -1,
932	size=(_BOX_WIDTH/2,20),
933	style=wx.TE_PROCESS_ENTER,
934	text_enter_callback = self._onparamRangeEnter)
935
936	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
937	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
938
939	ctl3.Hide()
940
941	ix = 5
942	ctl4 = self.ModelTextCtrl(self, -1,
943	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
944	text_enter_callback = self._onparamRangeEnter)
945	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
946	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
947	ctl4.Hide()
948
949	if self.data.__class__.__name__ == "Data2D" or \
950	self.enable2D:
951	ctl3.Show(True)
952	ctl4.Show(True)
953
954	elif p=="npts":
955	ix = 6
956	value= self.model.getParam(name2)
957	Tctl = self.ModelTextCtrl(self, -1,
958	size=(_BOX_WIDTH/2.2, 20),
959	style=wx.TE_PROCESS_ENTER)
960
961	Tctl.SetValue(str (format_number(value)))
962	if self.data.__class__.__name__ == "Data2D" or \
963	self.enable2D:
964	Tctl.Show(True)
965	else:
966	Tctl.Hide()
967	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
968	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
969	self.fixed_param.append([None,name2, Tctl,None,None,
970	None, None,None])
971	self.orientation_params_disp.append([None,name2,
972	Tctl,None,None,
973	None, None,None])
974	elif p=="nsigmas":
975	ix = 7
976	value= self.model.getParam(name3)
977	Tct2 = self.ModelTextCtrl(self, -1,
978	size=(_BOX_WIDTH/2.2,20),
979	style=wx.TE_PROCESS_ENTER)
980
981	Tct2.SetValue(str (format_number(value)))
982	if self.data.__class__.__name__ == "Data2D" or \
983	self.enable2D:
984	Tct2.Show(True)
985	else:
986	Tct2.Hide()
987	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
988	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
989
990
991	self.fixed_param.append([None,name3, Tct2
992	,None,None, None, None,None])
993
994	self.orientation_params_disp.append([None,name3,
995	Tct2 ,None,None, None, None,None])
996
997
998	ix = 8
999	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1000	style=wx.CB_READONLY, name = '%s'% name1)
1001	for key, value in self.polydisp.iteritems():
1002	name_disp = str(key)
1003	disp_box.Append(name_disp,value)
1004	disp_box.SetStringSelection("gaussian")
1005	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1006	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1007	self.fittable_param.append([cb,name1,ctl1,text2,
1008	ctl2, ctl3, ctl4, disp_box])
1009	self.orientation_params_disp.append([cb,name1,ctl1,
1010	text2, ctl2, ctl3, ctl4, disp_box])
1011
1012	if self.data.__class__.__name__ == "Data2D" or \
1013	self.enable2D:
1014	disp_box.Show(True)
1015	else:
1016	disp_box.Hide()
1017
1018
1019	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1020
1021	self.state.model = self.model.clone()
1022	## save state into
1023	self.state.cb1 = self.cb1.GetValue()
1024	self._copy_parameters_state(self.parameters, self.state.parameters)
1025	self._copy_parameters_state(self.orientation_params_disp,
1026	self.state.orientation_params_disp)
1027	self._copy_parameters_state(self.fittable_param,
1028	self.state.fittable_param)
1029	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1030
1031
1032	wx.PostEvent(self.parent, StatusEvent(status=\
1033	" Selected Distribution: Gaussian"))
1034	#Fill the list of fittable parameters
1035	self.select_all_param(event=None)
1036
1037	self.Layout()
1038
1039
1040	def _onDraw(self, event):
1041	"""
1042	Update and Draw the model
1043	"""
1044	if self.model ==None:
1045	msg="Please select a Model first..."
1046	wx.MessageBox(msg, 'Info')
1047
1048	return
1049	flag = self._update_paramv_on_fit()
1050	self._onparamEnter_helper()
1051	if not flag:
1052	msg= "The parameters are invalid"
1053	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1054	return
1055
1056
1057	def _onFit(self, event):
1058	"""
1059	Allow to fit
1060	"""
1061	if event != None:
1062	event.Skip()
1063	if len(self.parent._manager.fit_thread_list)>0 and\
1064	self.parent._manager._fit_engine != "park":
1065	msg = "The FitEnging will be set to 'ParkMC'\n"
1066	msg += " to fit with more than one data set..."
1067	wx.MessageBox(msg, 'Info')
1068	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1069	# "Fitting: %s"%msg))
1070
1071	if self.data is None:
1072	msg = "Please get Data first..."
1073	wx.MessageBox(msg, 'Info')
1074	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1075	"Fit: %s" % msg))
1076	return
1077	if self.model is None:
1078	msg = "Please select a Model first..."
1079	wx.MessageBox(msg, 'Info')
1080	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1081	"Fit: %s"%msg, type="stop"))
1082	return
1083
1084	if len(self.param_toFit) <= 0:
1085	msg= "Select at least one parameter to fit"
1086	wx.MessageBox(msg, 'Info')
1087	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1088	type="stop" ))
1089	return
1090
1091	flag = self._update_paramv_on_fit()
1092
1093	if not flag:
1094	msg= "Fitting range or parameters are invalid"
1095	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1096	type="stop"))
1097	return
1098
1099	self.select_param(event =None)
1100
1101	#Clear errors if exist from previous fitting
1102	#self._clear_Err_on_Fit()
1103
1104	# Remove or do not allow fitting on the Q=0 point, especially
1105	# when y(q=0)=None at x[0].
1106	self.qmin_x = float(self.qmin.GetValue())
1107	self.qmax_x = float(self.qmax.GetValue())
1108	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1109	self._manager.schedule_for_fit(uid=self.uid,value=1)
1110	self._manager.set_fit_weight(uid=self.uid,
1111	weight=self.get_weight(),
1112	is2d = self.is_2D)
1113	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1114	qmax=self.qmax_x)
1115	#single fit
1116	self._manager.onFit(uid=self.uid)
1117	self.btFit.SetLabel("Stop")
1118	self.bind_fit_button()
1119
1120	def get_weight(self):
1121	"""
1122	Get weighting dI data
1123	"""
1124	button_list = [self.dI_noweight,
1125	self.dI_didata,
1126	self.dI_sqrdata,
1127	self.dI_idata]
1128	if self.is_2D:
1129	dy_data = self.data.err_data
1130	data = self.data.data
1131	else:
1132	dy_data = self.data.dy
1133	data = self.data.y
1134	dy = dy_data
1135	for item in button_list:
1136	if item.GetValue():
1137	if button_list.index(item) == 0:
1138	dy = numpy.ones_like(dy_data)
1139	elif button_list.index(item) == 1:
1140	dy = dy_data
1141	elif button_list.index(item) == 2:
1142	dy = numpy.sqrt(data)
1143	elif button_list.index(item) == 3:
1144	dy = data
1145	break
1146	return dy
1147
1148	def bind_fit_button(self):
1149	"""
1150	bind the fit button to either fit handler or stop fit handler
1151	"""
1152	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1153	if self.btFit.GetLabel().lower() == "stop":
1154	self.fit_started = True
1155	self.btFit.SetForegroundColour('red')
1156	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1157	id=self.btFit.GetId())
1158	elif self.btFit.GetLabel().lower() == "fit":
1159	self.fit_started = False
1160	self.btFit.SetDefault()
1161	self.btFit.SetForegroundColour('black')
1162	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1163	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1164	id=self.btFit.GetId())
1165	else:
1166	msg = "FitPage: fit button has unknown label"
1167	raise ValuerError, msg
1168	self._manager._reset_schedule_problem(value=0)
1169
1170	def is_fitting(self):
1171	if self.fit_started:
1172	self._StopFit(event=None)
1173
1174	def _StopFit(self, event=None):
1175	"""
1176	Stop fit
1177	"""
1178	#time.sleep(0.1)
1179	if event != None:
1180	event.Skip()
1181	#if self.engine_type=="scipy":
1182	self._manager.stop_fit(self.uid)
1183	self._manager._reset_schedule_problem(value=0)
1184	self._on_fit_complete()
1185
1186	def rename_model(self):
1187	"""
1188	find a short name for model
1189	"""
1190	if self.model is not None:
1191	self.model.name = "M" + str(self.index_model)
1192
1193	def _on_select_model(self, event=None):
1194	"""
1195	call back for model selection
1196	"""
1197
1198	self.Show(False)
1199	self._on_select_model_helper()
1200	self.set_model_param_sizer(self.model)
1201	if self.model is None:
1202	self._set_bookmark_flag(False)
1203	self._keep.Enable(False)
1204	self._set_save_flag(False)
1205	self.enable_disp.SetValue(False)
1206	self.disable_disp.SetValue(True)
1207	try:
1208	self.set_dispers_sizer()
1209	except:
1210	pass
1211	#self.btFit.SetFocus()
1212	self.state.enable_disp = self.enable_disp.GetValue()
1213	self.state.disable_disp = self.disable_disp.GetValue()
1214	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1215	self.state.slit_smearer = self.slit_smearer.GetValue()
1216
1217	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1218	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1219	self.enable_fit_button()
1220	if self.model != None:
1221	self.rename_model()
1222	self._set_copy_flag(True)
1223	self._set_paste_flag(True)
1224	if self.data != None:
1225	self._set_bookmark_flag(True)
1226	self._keep.Enable(True)
1227	#self._set_save_flag(True)
1228	# Reset smearer, model and data
1229	self._set_smear(self.data)
1230
1231	# more disables for 2D
1232	self._set_smear_buttons()
1233
1234	try:
1235	# update smearer sizer
1236	self.onSmear(None)
1237	temp_smear = None
1238	if not self.disable_smearer.GetValue():
1239	# Set the smearer environments
1240	temp_smear = self.current_smearer
1241	except:
1242	raise
1243	## error occured on chisqr computation
1244	#pass
1245	## event to post model to fit to fitting plugins
1246	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1247
1248	## set smearing value whether or not
1249	# the data contain the smearing info
1250	evt = ModelEventbox(model=self.model,
1251	smearer=temp_smear,
1252	enable_smearer=not self.disable_smearer.GetValue(),
1253	qmin=float(self.qmin_x),
1254	uid=self.uid,
1255	caption=self.window_caption,
1256	qmax=float(self.qmax_x))
1257
1258	self._manager._on_model_panel(evt=evt)
1259	self.mbox_description.SetLabel("Model [%s]" % str(self.model.name))
1260	self.state.model = self.model.clone()
1261	self.state.model.name = self.model.name
1262
1263
1264	if event != None:
1265	## post state to fit panel
1266	new_event = PageInfoEvent(page = self)
1267	wx.PostEvent(self.parent, new_event)
1268	#update list of plugins if new plugin is available
1269	if self.plugin_rbutton.GetValue():
1270	temp = self.parent.update_model_list()
1271	if temp:
1272	self.model_list_box = temp
1273	current_val = self.formfactorbox.GetValue()
1274	pos = self.formfactorbox.GetSelection()
1275	self._show_combox_helper()
1276	self.formfactorbox.SetSelection(pos)
1277	self.formfactorbox.SetValue(current_val)
1278	self._onDraw(event=None)
1279	else:
1280	self._draw_model()
1281	self.SetupScrolling()
1282	self.Show(True)
1283
1284	def _onparamEnter(self,event):
1285	"""
1286	when enter value on panel redraw model according to changed
1287	"""
1288	if self.model ==None:
1289	msg="Please select a Model first..."
1290	wx.MessageBox(msg, 'Info')
1291	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1292	# "Parameters: %s"%msg))
1293	return
1294
1295	#default flag
1296	flag = False
1297	self.fitrange = True
1298	#get event object
1299	tcrtl = event.GetEventObject()
1300
1301	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1302	# updating ... ",type="update"))
1303	#Clear msg if previously shown.
1304	msg= ""
1305	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1306
1307	if check_float(tcrtl):
1308	flag = self._onparamEnter_helper()
1309	self.set_npts2fit()
1310	if self.fitrange:
1311	temp_smearer = None
1312	if not self.disable_smearer.GetValue():
1313	temp_smearer= self.current_smearer
1314	## set smearing value whether or not
1315	# the data contain the smearing info
1316	if self.slit_smearer.GetValue():
1317	flag1 = self.update_slit_smear()
1318	flag = flag or flag1
1319	elif self.pinhole_smearer.GetValue():
1320	flag1 = self.update_pinhole_smear()
1321	flag = flag or flag1
1322	elif self.data.__class__.__name__ != "Data2D" and \
1323	not self.enable2D:
1324	self._manager.set_smearer(smearer=temp_smearer,
1325	fid=self.data.id,
1326	uid=self.uid,
1327	qmin= float(self.qmin_x),
1328	qmax= float(self.qmax_x),
1329	enable_smearer=not self.disable_smearer.GetValue(),
1330	draw=True)
1331	if flag:
1332	#self.compute_chisqr(smearer= temp_smearer)
1333
1334	## new state posted
1335	if self.state_change:
1336	#self._undo.Enable(True)
1337	event = PageInfoEvent(page = self)
1338	wx.PostEvent(self.parent, event)
1339	self.state_change= False
1340	else:
1341	# invalid fit range: do nothing here:
1342	# msg already displayed in validate
1343	return
1344	else:
1345	self.save_current_state()
1346	msg= "Cannot Plot :Must enter a number!!! "
1347	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1348
1349	self.save_current_state()
1350	return
1351
1352	def _onparamRangeEnter(self, event):
1353	"""
1354	Check validity of value enter in the parameters range field
1355	"""
1356	#if self.check_invalid_panel():
1357	# return
1358	tcrtl= event.GetEventObject()
1359	#Clear msg if previously shown.
1360	msg= ""
1361	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1362	# Flag to register when a parameter has changed.
1363	is_modified = False
1364	if tcrtl.GetValue().lstrip().rstrip()!="":
1365	try:
1366	value = float(tcrtl.GetValue())
1367	tcrtl.SetBackgroundColour(wx.WHITE)
1368	self._check_value_enter(self.fittable_param ,is_modified)
1369	self._check_value_enter(self.parameters ,is_modified)
1370	except:
1371	tcrtl.SetBackgroundColour("pink")
1372	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1373	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1374	return
1375	else:
1376	tcrtl.SetBackgroundColour(wx.WHITE)
1377
1378	#self._undo.Enable(True)
1379	self.save_current_state()
1380	event = PageInfoEvent(page = self)
1381	wx.PostEvent(self.parent, event)
1382	self.state_change= False
1383
1384
1385	def _onQrangeEnter(self, event):
1386	"""
1387	Check validity of value enter in the Q range field
1388	"""
1389	tcrtl = event.GetEventObject()
1390	#Clear msg if previously shown.
1391	msg= ""
1392	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1393	# Flag to register when a parameter has changed.
1394	is_modified = False
1395	if tcrtl.GetValue().lstrip().rstrip()!="":
1396	try:
1397	value = float(tcrtl.GetValue())
1398	tcrtl.SetBackgroundColour(wx.WHITE)
1399
1400	# If qmin and qmax have been modified, update qmin and qmax
1401	if self._validate_qrange( self.qmin, self.qmax):
1402	tempmin = float(self.qmin.GetValue())
1403	if tempmin != self.qmin_x:
1404	self.qmin_x = tempmin
1405	tempmax = float(self.qmax.GetValue())
1406	if tempmax != self.qmax_x:
1407	self.qmax_x = tempmax
1408	else:
1409	tcrtl.SetBackgroundColour("pink")
1410	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1411	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1412	return
1413
1414	except:
1415	tcrtl.SetBackgroundColour("pink")
1416	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1417	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1418	return
1419	#Check if # of points for theory model are valid(>0).
1420	# check for 2d
1421	if self.data.__class__.__name__ == "Data2D" or \
1422	self.enable2D:
1423	# set mask
1424	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1425	self.data.qy_data*self.data.qy_data )
1426	index_data = ((self.qmin_x <= radius)& \
1427	(radius<= self.qmax_x))
1428	index_data = (index_data)&(self.data.mask)
1429	index_data = (index_data)&(numpy.isfinite(self.data.data))
1430	if len(index_data[index_data]) < 10:
1431	msg = "Cannot Plot :No or too little npts in"
1432	msg += " that data range!!! "
1433	wx.PostEvent(self.parent.parent,
1434	StatusEvent(status=msg))
1435	return
1436	else:
1437	self.data.mask = index_data
1438	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1439	self.set_npts2fit()
1440	else:
1441	index_data = ((self.qmin_x <= self.data.x)& \
1442	(self.data.x <= self.qmax_x))
1443	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1444
1445	self.npts_x = self.Npts_total.GetValue()
1446	self.create_default_data()
1447	self._save_plotting_range()
1448	else:
1449	tcrtl.SetBackgroundColour("pink")
1450	msg= "Model Error:wrong value entered!!!"
1451	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1452
1453	self._draw_model()
1454	self.save_current_state()
1455	event = PageInfoEvent(page = self)
1456	wx.PostEvent(self.parent, event)
1457	self.state_change= False
1458	return
1459
1460	def _clear_Err_on_Fit(self):
1461	"""
1462	hide the error text control shown
1463	after fitting
1464	"""
1465	if self.is_mac:
1466	return
1467	if hasattr(self,"text2_3"):
1468	self.text2_3.Hide()
1469
1470	if len(self.parameters)>0:
1471	for item in self.parameters:
1472	#Skip t ifhe angle parameters if 1D data
1473	if self.data.__class__.__name__ != "Data2D" and \
1474	not self.enable2D:
1475	if item in self.orientation_params:
1476	continue
1477	if item in self.param_toFit:
1478	continue
1479	## hide statictext +/-
1480	if len(item) < 4 :
1481	continue
1482	if item[3]!=None and item[3].IsShown():
1483	item[3].Hide()
1484	## hide textcrtl for error after fit
1485	if item[4]!=None and item[4].IsShown():
1486	item[4].Hide()
1487
1488	if len(self.fittable_param)>0:
1489	for item in self.fittable_param:
1490	#Skip t ifhe angle parameters if 1D data
1491	if self.data.__class__.__name__ != "Data2D" and \
1492	not self.enable2D:
1493	if item in self.orientation_params:
1494	continue
1495	if item in self.param_toFit:
1496	continue
1497	if len(item) < 4 :
1498	continue
1499	## hide statictext +/-
1500	if item[3]!=None and item[3].IsShown():
1501	item[3].Hide()
1502	## hide textcrtl for error after fit
1503	if item[4]!=None and item[4].IsShown():
1504	item[4].Hide()
1505	return
1506
1507	def _get_defult_custom_smear(self):
1508	"""
1509	Get the defult values for custum smearing.
1510	"""
1511	# get the default values
1512	if self.dxl == None: self.dxl = 0.0
1513	if self.dxw == None: self.dxw = ""
1514	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1515	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1516
1517	def _get_smear_info(self):
1518	"""
1519	Get the smear info from data.
1520
1521	:return: self.smear_type, self.dq_l and self.dq_r,
1522	respectively the type of the smear, dq_min and
1523	dq_max for pinhole smear data
1524	while dxl and dxw for slit smear
1525
1526	"""
1527
1528	# default
1529	self.smear_type = None
1530	self.dq_l = None
1531	self.dq_r = None
1532	data = self.data
1533	if self.data is None:
1534	return
1535	elif self.data.__class__.__name__ == "Data2D" or \
1536	self.enable2D:
1537	if data.dqx_data == None or data.dqy_data ==None:
1538	return
1539	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1540	(data.dqx_data.any()!=0):
1541	self.smear_type = "Pinhole2d"
1542	self.dq_l = format_number(numpy.average(data.dqx_data))
1543	self.dq_r = format_number(numpy.average(data.dqy_data))
1544	return
1545	else:
1546	return
1547	# check if it is pinhole smear and get min max if it is.
1548	if data.dx != None and all(data.dx !=0):
1549	self.smear_type = "Pinhole"
1550	self.dq_l = data.dx[0]
1551	self.dq_r = data.dx[-1]
1552
1553	# check if it is slit smear and get min max if it is.
1554	elif data.dxl != None or data.dxw != None:
1555	self.smear_type = "Slit"
1556	if data.dxl != None and all(data.dxl !=0):
1557	self.dq_l = data.dxl[0]
1558	if data.dxw != None and all(data.dxw !=0):
1559	self.dq_r = data.dxw[0]
1560	#return self.smear_type,self.dq_l,self.dq_r
1561
1562	def _show_smear_sizer(self):
1563	"""
1564	Show only the sizers depending on smear selection
1565	"""
1566	# smear disabled
1567	if self.disable_smearer.GetValue():
1568	self.smear_description_none.Show(True)
1569	# 2Dsmear
1570	elif self._is_2D():
1571	self.smear_description_accuracy_type.Show(True)
1572	self.smear_accuracy.Show(True)
1573	self.smear_description_accuracy_type.Show(True)
1574	self.smear_description_2d.Show(True)
1575	self.smear_description_2d_x.Show(True)
1576	self.smear_description_2d_y.Show(True)
1577	if self.pinhole_smearer.GetValue():
1578	self.smear_pinhole_min.Show(True)
1579	self.smear_pinhole_max.Show(True)
1580	# smear from data
1581	elif self.enable_smearer.GetValue():
1582
1583	self.smear_description_dqdata.Show(True)
1584	if self.smear_type != None:
1585	self.smear_description_smear_type.Show(True)
1586	if self.smear_type == 'Slit':
1587	self.smear_description_slit_height.Show(True)
1588	self.smear_description_slit_width.Show(True)
1589	elif self.smear_type == 'Pinhole':
1590	self.smear_description_pin_min.Show(True)
1591	self.smear_description_pin_max.Show(True)
1592	self.smear_description_smear_type.Show(True)
1593	self.smear_description_type.Show(True)
1594	self.smear_data_left.Show(True)
1595	self.smear_data_right.Show(True)
1596	# custom pinhole smear
1597	elif self.pinhole_smearer.GetValue():
1598	if self.smear_type == 'Pinhole':
1599	self.smear_message_new_p.Show(True)
1600	self.smear_description_pin_min.Show(True)
1601	self.smear_description_pin_max.Show(True)
1602
1603	self.smear_pinhole_min.Show(True)
1604	self.smear_pinhole_max.Show(True)
1605	# custom slit smear
1606	elif self.slit_smearer.GetValue():
1607	self.smear_message_new_s.Show(True)
1608	self.smear_description_slit_height.Show(True)
1609	self.smear_slit_height.Show(True)
1610	self.smear_description_slit_width.Show(True)
1611	self.smear_slit_width.Show(True)
1612
1613	def _hide_all_smear_info(self):
1614	"""
1615	Hide all smearing messages in the set_smearer sizer
1616	"""
1617	self.smear_description_none.Hide()
1618	self.smear_description_dqdata.Hide()
1619	self.smear_description_type.Hide()
1620	self.smear_description_smear_type.Hide()
1621	self.smear_description_accuracy_type.Hide()
1622	self.smear_description_2d_x.Hide()
1623	self.smear_description_2d_y.Hide()
1624	self.smear_description_2d.Hide()
1625
1626	self.smear_accuracy.Hide()
1627	self.smear_data_left.Hide()
1628	self.smear_data_right.Hide()
1629	self.smear_description_pin_min.Hide()
1630	self.smear_pinhole_min.Hide()
1631	self.smear_description_pin_max.Hide()
1632	self.smear_pinhole_max.Hide()
1633	self.smear_description_slit_height.Hide()
1634	self.smear_slit_height.Hide()
1635	self.smear_description_slit_width.Hide()
1636	self.smear_slit_width.Hide()
1637	self.smear_message_new_p.Hide()
1638	self.smear_message_new_s.Hide()
1639
1640	def _set_accuracy_list(self):
1641	"""
1642	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1643	"""
1644	# list of accuracy choices
1645	list = ['Low','Med','High','Xhigh']
1646	for idx in range(len(list)):
1647	self.smear_accuracy.Append(list[idx],idx)
1648
1649	def _set_fun_box_list(self,fun_box):
1650	"""
1651	Set the list of func for multifunctional models
1652	"""
1653	# Check if it is multi_functional model
1654	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1655	and not self.temp_multi_functional:
1656	return None
1657	# Get the func name list
1658	list = self.model.fun_list
1659	if len(list) == 0:
1660	return None
1661	# build function (combo)box
1662	ind = 0
1663	while(ind < len(list)):
1664	for key, val in list.iteritems():
1665	if (val == ind):
1666	fun_box.Append(key,val)
1667	break
1668	ind += 1
1669
1670	def _on_select_accuracy(self,event):
1671	"""
1672	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1673	"""
1674	#event.Skip()
1675	# Check if the accuracy is same as before
1676	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1677	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1678	if self.pinhole_smearer.GetValue():
1679	self.onPinholeSmear(event=None)
1680	else:
1681	self.onSmear(event=None)
1682	if self.current_smearer != None:
1683	self.current_smearer.set_accuracy(accuracy =
1684	self.smear2d_accuracy)
1685	event.Skip()
1686
1687	def _on_fun_box(self,event):
1688	"""
1689	Select an func: Erf,Rparabola,LParabola
1690	"""
1691	fun_val = None
1692	fun_box = event.GetEventObject()
1693	name = fun_box.Name
1694	value = fun_box.GetValue()
1695	if self.model.fun_list.has_key(value):
1696	fun_val = self.model.fun_list[value]
1697
1698	self.model.setParam(name,fun_val)
1699	# save state
1700	self._copy_parameters_state(self.str_parameters,
1701	self.state.str_parameters)
1702	# update params
1703	self._update_paramv_on_fit()
1704	# draw
1705	self._draw_model()
1706	self.Refresh()
1707	# get ready for new event
1708	event.Skip()
1709
1710	def _onMask(self, event):
1711	"""
1712	Build a panel to allow to edit Mask
1713	"""
1714
1715	from sans.guiframe.local_perspectives.plotting.masking \
1716	import MaskPanel as MaskDialog
1717
1718	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1719	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1720	self.panel.ShowModal()
1721	#wx.PostEvent(self.parent, event)
1722
1723	def _draw_masked_model(self, event):
1724	"""
1725	Draw model image w/mask
1726	"""
1727	#event.Skip()
1728	is_valid_qrange = self._update_paramv_on_fit()
1729
1730	if is_valid_qrange and self.model != None:
1731	#self.panel.Show(0)
1732	#self.panel.Destroy() # frame
1733	self.panel.MakeModal(False)
1734	event.Skip()
1735	# try re draw the model plot if it exists
1736	self._draw_model()
1737	self.set_npts2fit()
1738	elif self.model == None:
1739	#self.panel.Show(0)
1740	#self.panel.Destroy() # frame
1741	self.panel.MakeModal(False)
1742	event.Skip()
1743	self.set_npts2fit()
1744	msg= "No model is found on updating MASK in the model plot... "
1745	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1746	else:
1747	event.Skip()
1748	msg = ' Please consider your Q range, too.'
1749	self.panel.ShowMessage(msg)
1750
1751
1752	def _set_smear(self, data):
1753	"""
1754	"""
1755	if data is None:
1756	return
1757	self.current_smearer = smear_selection(data, self.model)
1758	self.disable_smearer.SetValue(True)
1759	if self.current_smearer == None:
1760	self.enable_smearer.Disable()
1761	else:
1762	self.enable_smearer.Enable()
1763
1764	def _mac_sleep(self, sec=0.2):
1765	"""
1766	Give sleep to MAC
1767	"""
1768	if self.is_mac:
1769	time.sleep(sec)
1770
1771	def get_view_mode(self):
1772	"""
1773	return True if the panel allow 2D or False if 1D
1774	"""
1775	return self.enable2D
1776
1777	def compute_data_set_range(self, data):
1778	"""
1779	find the range that include all data in the set
1780	return the minimum and the maximum values
1781	"""
1782	if data is not None:
1783	qmin, qmax, npts = self.compute_data_range(data)
1784	self.qmin_data_set = min(self.qmin_data_set, qmin)
1785	self.qmax_data_set = max(self.qmax_data_set, qmax)
1786	self.npts_data_set += npts
1787
1788	def compute_data_range(self, data):
1789	"""
1790	compute the minimum and the maximum range of the data
1791	return the npts contains in data
1792	:param data:
1793	"""
1794	qmin, qmax, npts = None, None, None
1795	if data is not None:
1796	if not hasattr(data,"data"):
1797	qmin = min(data.x)
1798	# Maximum value of data
1799	qmax = max(data.x)
1800	npts = len(data.x)
1801	else:
1802	qmin = 0
1803	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1804	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1805	## Maximum value of data
1806	qmax = math.sqrt(xx + yy)
1807	npts = len(data.data)
1808	return qmin, qmax, npts
1809
1810
1811	def set_data(self, data):
1812	"""
1813	reset the current data
1814	"""
1815	id = None
1816	group_id = None
1817	flag = False
1818	if self.data is not None:
1819	group_id = self.data.group_id
1820
1821	if self.data is None and data is not None:
1822	flag = True
1823	if data is not None:
1824	id = data.id
1825	if self.data is not None:
1826	flag = (data.id != self.data.id)
1827	self.data = data
1828	self.data.group_id = group_id
1829	if self.data is None:
1830	data_min = ""
1831	data_max = ""
1832	data_name = ""
1833	self._set_bookmark_flag(False)
1834	self._keep.Enable(False)
1835	self._set_save_flag(False)
1836	else:
1837	if self.model != None:
1838	self._set_bookmark_flag(True)
1839	self._keep.Enable(True)
1840
1841	self._set_save_flag(True)
1842	self._set_preview_flag(True)
1843
1844	self._set_smear(data)
1845	# more disables for 2D
1846	if self.data.__class__.__name__ == "Data2D" or \
1847	self.enable2D:
1848	self.slit_smearer.Disable()
1849	self.pinhole_smearer.Enable(True)
1850	self.default_mask = copy.deepcopy(self.data.mask)
1851	if self.data.err_data == None or\
1852	(self.data.err_data == 1).all() or\
1853	(self.data.err_data == 0).all():
1854	self.dI_didata.Enable(False)
1855	self.dI_noweight.SetValue(True)
1856	self.weightbt_string = self.dI_noweight.GetLabelText()
1857	else:
1858	self.dI_didata.Enable(True)
1859	self.dI_didata.SetValue(True)
1860	self.weightbt_string = self.dI_didata.GetLabelText()
1861	else:
1862	self.slit_smearer.Enable(True)
1863	self.pinhole_smearer.Enable(True)
1864	if self.data.dy == None or\
1865	(self.data.dy == 1).all() or\
1866	(self.data.dy == 0).all():
1867	self.dI_didata.Enable(False)
1868	self.dI_noweight.SetValue(True)
1869	self.weightbt_string = self.dI_noweight.GetLabelText()
1870	else:
1871	self.dI_didata.Enable(True)
1872	self.dI_didata.SetValue(True)
1873	self.weightbt_string = self.dI_didata.GetLabelText()
1874	# Enable weighting radio uttons
1875	self.dI_noweight.Enable(True)
1876	self.dI_sqrdata.Enable(True)
1877	self.dI_idata.Enable(True)
1878
1879	self.formfactorbox.Enable()
1880	self.structurebox.Enable()
1881	data_name = self.data.name
1882	data_min, data_max = self.qmin_data_set, self.qmax_data_set
1883	npts = self.npts_data_set
1884	#set maximum range for x in linear scale
1885	if not hasattr(self.data, "data"): #Display only for 1D data fit
1886	self.btEditMask.Disable()
1887	self.EditMask_title.Disable()
1888	else:
1889	self.btEditMask.Enable()
1890	self.EditMask_title.Enable()
1891	self.Npts_total.SetValue(str(npts))
1892	#default:number of data points selected to fit
1893	self.Npts_fit.SetValue(str(npts))
1894	self.Npts_total.SetEditable(False)
1895	self.Npts_total.SetBackgroundColour(\
1896	self.GetParent().GetBackgroundColour())
1897
1898	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1899	self.dataSource.SetValue(data_name)
1900	self.qmin_x = data_min
1901	self.qmax_x = data_max
1902	#self.minimum_q.SetValue(str(data_min))
1903	#self.maximum_q.SetValue(str(data_max))
1904	if data_min is None:
1905	data_min = ""
1906	if data_max is None:
1907	data_max = ""
1908	self.qmin.SetValue(str(data_min))
1909	self.qmax.SetValue(str(data_max))
1910	self.qmin.SetBackgroundColour("white")
1911	self.qmax.SetBackgroundColour("white")
1912	self.state.data = data
1913	self.state.qmin = self.qmin_x
1914	self.state.qmax = self.qmax_x
1915	self.enable_fit_button()
1916	#update model plot with new data information
1917	if flag:
1918	#set model view button
1919	if self.data.__class__.__name__ == "Data2D":
1920	self.enable2D = True
1921	self.model_view.SetLabel("2D Mode")
1922	else:
1923	self.enable2D = False
1924	self.model_view.SetLabel("1D Mode")
1925	self.model_view.Disable()
1926	#replace data plot on combo box selection
1927	#by removing the previous selected data
1928	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
1929	group_id=group_id, id=id))
1930	#plot the current selected data
1931	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
1932	title=str(self.data.title)))
1933	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
1934	# caption=self.window_name)
1935	self._draw_model()
1936
1937	def _npts_click(self, event):
1938	"""
1939	Prevent further handling of the mouse event on Npts_total
1940	by not calling Skip().
1941	"""
1942	pass
1943
1944	def reset_page(self, state,first=False):
1945	"""
1946	reset the state
1947	"""
1948	self.reset_page_helper(state)
1949	#import sans.guiframe.gui_manager
1950	#evt = ModelEventbox(model=state.model)
1951	#wx.PostEvent(self.event_owner, evt)
1952
1953	if self.engine_type != None:
1954	self._manager._on_change_engine(engine=self.engine_type)
1955
1956	self.select_param(event = None)
1957	#Save state_fit
1958	self.save_current_state_fit()
1959	self._lay_out()
1960	self.Refresh()
1961
1962	def get_range(self):
1963	"""
1964	return the fitting range
1965	"""
1966	return float(self.qmin_x) , float(self.qmax_x)
1967
1968	def get_npts2fit(self):
1969	"""
1970	return numbers of data points within qrange
1971
1972	:Note: This is for Park where chi2 is not normalized by Npts of fit
1973
1974	"""
1975	if self.data is None:
1976	return
1977	npts2fit = 0
1978	qmin,qmax = self.get_range()
1979	if self.data.__class__.__name__ == "Data2D" or \
1980	self.enable2D:
1981	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1982	self.data.qy_data*self.data.qy_data )
1983	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1984	index_data= (index_data)&(self.data.mask)
1985	index_data = (index_data)&(numpy.isfinite(self.data.data))
1986	npts2fit = len(self.data.data[index_data])
1987	else:
1988	for qx in self.data.x:
1989	if qx >= qmin and qx <= qmax:
1990	npts2fit += 1
1991	return npts2fit
1992
1993	def set_npts2fit(self):
1994	"""
1995	setValue Npts for fitting
1996	"""
1997	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1998
1999	def get_chi2(self):
2000	"""
2001	return the current chi2
2002	"""
2003	return self.tcChi.GetValue()
2004
2005	def get_param_list(self):
2006	"""
2007	:return self.param_toFit: list containing references to TextCtrl
2008	checked.Theses TextCtrl will allow reference to parameters to fit.
2009
2010	:raise: if return an empty list of parameter fit will nnote work
2011	properly so raise ValueError,"missing parameter to fit"
2012	"""
2013	if self.param_toFit !=[]:
2014	return self.param_toFit
2015	else:
2016	msg = "missing parameters to fit"
2017	wx.MessageBox(msg, 'warning')
2018	return False
2019	#raise ValueError,"missing parameters to fit"
2020
2021	def onsetValues(self, chisqr, p_name, out, cov):
2022	"""
2023	Build the panel from the fit result
2024
2025	:param chisqr: Value of the goodness of fit metric
2026	:param p_name: the name of parameters
2027	:param out: list of parameter with the best value found during fitting
2028	:param cov: Covariance matrix
2029
2030	"""
2031	if out == None or not numpy.isfinite(chisqr):
2032	raise ValueError,"Fit error occured..."
2033
2034	is_modified = False
2035	has_error = False
2036	dispersity = ''
2037
2038	#Hide textctrl boxes of errors.
2039	self._clear_Err_on_Fit()
2040
2041	#Check if chi2 is finite
2042	if chisqr != None and numpy.isfinite(chisqr):
2043	#format chi2
2044	if self.engine_type == "park":
2045	npt_fit = float(self.get_npts2fit())
2046	if npt_fit > 0:
2047	chisqr =chisqr/npt_fit
2048	chi2 = format_number(chisqr, True)
2049	self.tcChi.SetValue(chi2)
2050	self.tcChi.Refresh()
2051	else:
2052	self.tcChi.SetValue("-")
2053
2054	#Hide error title
2055	if self.text2_3.IsShown() and not self.is_mac:
2056	self.text2_3.Hide()
2057
2058	try:
2059	if self.enable_disp.GetValue():
2060	if hasattr(self,"text_disp_1" ):
2061	if self.text_disp_1 != None and not self.is_mac:
2062	self.text_disp_1.Hide()
2063	except:
2064	dispersity = None
2065	pass
2066	#set the panel when fit result are float not list
2067	if out.__class__== numpy.float64:
2068	self.param_toFit[0][2].SetValue(format_number(out, True))
2069
2070	if self.param_toFit[0][4].IsShown and not self.is_mac:
2071	self.param_toFit[0][4].Hide()
2072	if cov !=None :
2073	self.text2_3.Show(True)
2074	try:
2075	if self.enable_disp.GetValue():
2076	if hasattr(self,"text_disp_1" ):
2077	if self.text_disp_1 !=None:
2078	self.text_disp_1.Show(True)
2079	except:
2080	pass
2081
2082	if cov[0]==None or not numpy.isfinite(cov[0]):
2083	if self.param_toFit[0][3].IsShown and not self.is_mac:
2084	self.param_toFit[0][3].Hide()
2085	else:
2086	self.param_toFit[0][3].Show(True)
2087	self.param_toFit[0][4].Show(True)
2088	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
2089	has_error = True
2090	else:
2091
2092	i = 0
2093	#Set the panel when fit result are list
2094	for item in self.param_toFit:
2095	if len(item)>5 and item != None:
2096	## reset error value to initial state
2097	if not self.is_mac:
2098	item[3].Hide()
2099	item[4].Hide()
2100
2101	for ind in range(len(out)):
2102
2103	if item[1] == p_name[ind]:
2104	break
2105	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2106	val_out = format_number(out[ind], True)
2107	item[2].SetValue(val_out)
2108
2109
2110	if(cov !=None):
2111
2112	try:
2113	if dispersity !=None:
2114	if self.enable_disp.GetValue():
2115	if hasattr(self,"text_disp_1" ):
2116	if self.text_disp_1!=None:
2117	if not self.text_disp_1.IsShown()\
2118	and not self.is_mac:
2119	self.text_disp_1.Show(True)
2120	except:
2121	pass
2122
2123	if cov[ind]!=None :
2124	if numpy.isfinite(float(cov[ind])):
2125	val_err = format_number(cov[ind], True)
2126	if not self.is_mac:
2127	item[3].Show(True)
2128	item[4].Show(True)
2129	item[4].SetValue(val_err)
2130
2131	has_error = True
2132	i += 1
2133	#Show error title when any errors displayed
2134	if has_error:
2135	if not self.text2_3.IsShown():
2136	self.text2_3.Show(True)
2137	## save current state
2138	self.save_current_state()
2139
2140	#self._lay_out()
2141	if not self.is_mac:
2142	self.Layout()
2143	self.Refresh()
2144	self._mac_sleep(0.1)
2145	#plot model ( when drawing, do not update chisqr value again)
2146	self._draw_model(update_chisqr=False)
2147	#PostStatusEvent
2148	#msg = "Fit completed!dddd "
2149	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2150
2151	def onWeighting(self, event):
2152	"""
2153	On Weighting radio button event, sets the weightbt_string
2154	"""
2155	self.weightbt_string = event.GetEventObject().GetLabelText()
2156
2157	def onPinholeSmear(self, event):
2158	"""
2159	Create a custom pinhole smear object that will change the way residuals
2160	are compute when fitting
2161
2162	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2163	None for 1D
2164
2165	"""
2166
2167	#if self.check_invalid_panel():
2168	# return
2169	if self.model ==None:
2170	self.disable_smearer.SetValue(True)
2171	msg="Please select a Model first..."
2172	wx.MessageBox(msg, 'Info')
2173	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2174	"Smear: %s"%msg))
2175	return
2176
2177	# Need update param values
2178	self._update_paramv_on_fit()
2179
2180	# msg default
2181	msg = None
2182	if event != None:
2183	tcrtl= event.GetEventObject()
2184	# event case of radio button
2185	if tcrtl.GetValue()== True:
2186	self.dx_min = 0.0
2187	self.dx_max = 0.0
2188	is_new_pinhole = True
2189	else:
2190	is_new_pinhole = self._is_changed_pinhole()
2191	else:
2192	is_new_pinhole = True
2193	# if any value is changed
2194	if is_new_pinhole:
2195	msg = self._set_pinhole_smear()
2196	# hide all silt sizer
2197	self._hide_all_smear_info()
2198
2199	##Calculate chi2
2200	temp_smearer = self.current_smearer
2201	#self.compute_chisqr(smearer= temp_smearer)
2202
2203	# show relevant slit sizers
2204	self._show_smear_sizer()
2205
2206	self.sizer_set_smearer.Layout()
2207	self.Layout()
2208
2209	if event != None:
2210	event.Skip()
2211	#self._undo.Enable(True)
2212	self.save_current_state()
2213	event = PageInfoEvent(page = self)
2214	wx.PostEvent(self.parent, event)
2215
2216	def _is_changed_pinhole(self):
2217	"""
2218	check if any of pinhole smear is changed
2219
2220	:return: True or False
2221
2222	"""
2223	# get the values
2224	pin_min = self.smear_pinhole_min.GetValue()
2225	pin_max = self.smear_pinhole_max.GetValue()
2226
2227	# Check changes in slit width
2228	try:
2229	dx_min = float(pin_min)
2230	except:
2231	return True
2232	if self.dx_min != dx_min:
2233	return True
2234
2235	# Check changes in slit heigth
2236	try:
2237	dx_max = float(pin_max)
2238	except:
2239	return True
2240	if self.dx_max != dx_max:
2241	return True
2242	return False
2243
2244	def _set_pinhole_smear(self):
2245	"""
2246	Set custom pinhole smear
2247
2248	:return: msg
2249
2250	"""
2251	# copy data
2252	data = copy.deepcopy(self.data)
2253	if self._is_2D():
2254	self.smear_type = 'Pinhole2d'
2255	len_data = len(data.data)
2256	data.dqx_data = numpy.zeros(len_data)
2257	data.dqy_data = numpy.zeros(len_data)
2258	else:
2259	self.smear_type = 'Pinhole'
2260	len_data = len(data.x)
2261	data.dx = numpy.zeros(len_data)
2262	data.dxl = None
2263	data.dxw = None
2264	msg = None
2265
2266	get_pin_min = self.smear_pinhole_min
2267	get_pin_max = self.smear_pinhole_max
2268
2269	if not check_float(get_pin_min):
2270	get_pin_min.SetBackgroundColour("pink")
2271	msg= "Model Error:wrong value entered!!!"
2272	elif not check_float(get_pin_max ):
2273	get_pin_max.SetBackgroundColour("pink")
2274	msg= "Model Error:wrong value entered!!!"
2275	else:
2276	if len_data < 2: len_data = 2
2277	self.dx_min = float(get_pin_min.GetValue())
2278	self.dx_max = float(get_pin_max.GetValue())
2279	if self.dx_min < 0:
2280	get_pin_min.SetBackgroundColour("pink")
2281	msg= "Model Error:This value can not be negative!!!"
2282	elif self.dx_max <0:
2283	get_pin_max.SetBackgroundColour("pink")
2284	msg= "Model Error:This value can not be negative!!!"
2285	elif self.dx_min != None and self.dx_max != None:
2286	if self._is_2D():
2287	data.dqx_data[data.dqx_data==0] = self.dx_min
2288	data.dqy_data[data.dqy_data==0] = self.dx_max
2289	elif self.dx_min == self.dx_max:
2290	data.dx[data.dx==0] = self.dx_min
2291	else:
2292	step = (self.dx_max - self.dx_min)/(len_data-1)
2293	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2294	step)
2295	elif self.dx_min != None:
2296	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2297	else: data.dx[data.dx==0] = self.dx_min
2298	elif self.dx_max != None:
2299	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2300	else: data.dx[data.dx==0] = self.dx_max
2301	self.current_smearer = smear_selection(data, self.model)
2302	# 2D need to set accuracy
2303	if self._is_2D():
2304	self.current_smearer.set_accuracy(accuracy = \
2305	self.smear2d_accuracy)
2306
2307	if msg != None:
2308	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2309	else:
2310	get_pin_min.SetBackgroundColour("white")
2311	get_pin_max.SetBackgroundColour("white")
2312	## set smearing value whether or not the data contain the smearing info
2313
2314	self._manager.set_smearer(smearer=self.current_smearer,
2315	fid=self.data.id,
2316	qmin=float(self.qmin_x),
2317	qmax= float(self.qmax_x),
2318	enable_smearer=not self.disable_smearer.GetValue(),
2319	uid=self.uid)
2320	return msg
2321
2322	def update_pinhole_smear(self):
2323	"""
2324	called by kill_focus on pinhole TextCntrl
2325	to update the changes
2326
2327	:return: False when wrong value was entered
2328
2329	"""
2330	# msg default
2331	msg = None
2332	# check if any value is changed
2333	if self._is_changed_pinhole():
2334	msg = self._set_pinhole_smear()
2335	#self._undo.Enable(True)
2336	self.save_current_state()
2337
2338	if msg != None:
2339	return False
2340	else:
2341	return True
2342
2343	def onSlitSmear(self, event):
2344	"""
2345	Create a custom slit smear object that will change the way residuals
2346	are compute when fitting
2347	"""
2348
2349	#if self.check_invalid_panel():
2350	# return
2351
2352	if self.model ==None:
2353	self.disable_smearer.SetValue(True)
2354
2355	msg="Please select a Model first..."
2356	wx.MessageBox(msg, 'Info')
2357	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2358	"Smear: %s"%msg))
2359	return
2360
2361	# Need update param values
2362	self._update_paramv_on_fit()
2363
2364	# msg default
2365	msg = None
2366	# for event given
2367	if event != None:
2368	tcrtl= event.GetEventObject()
2369	# event case of radio button
2370	if tcrtl.GetValue():
2371	self.dxl = 0.0
2372	self.dxw = 0.0
2373	is_new_slit = True
2374	else:
2375	is_new_slit = self._is_changed_slit()
2376	else:
2377	is_new_slit = True
2378
2379	# if any value is changed
2380	if is_new_slit:
2381	msg = self._set_slit_smear()
2382
2383	# hide all silt sizer
2384	self._hide_all_smear_info()
2385	##Calculate chi2
2386	#self.compute_chisqr(smearer= self.current_smearer)
2387	# show relevant slit sizers
2388	self._show_smear_sizer()
2389	self.sizer_set_smearer.Layout()
2390	self.Layout()
2391
2392	if event != None:
2393	event.Skip()
2394	#self._undo.Enable(True)
2395	self.save_current_state()
2396	event = PageInfoEvent(page = self)
2397	wx.PostEvent(self.parent, event)
2398	if msg != None:
2399	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2400
2401	def _is_changed_slit(self):
2402	"""
2403	check if any of slit lengths is changed
2404
2405	:return: True or False
2406
2407	"""
2408	# get the values
2409	width = self.smear_slit_width.GetValue()
2410	height = self.smear_slit_height.GetValue()
2411
2412	# check and change the box bg color if it was pink
2413	# but it should be white now
2414	# because this is the case that _set_slit_smear() will not handle
2415	if height.lstrip().rstrip()=="":
2416	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2417	if width.lstrip().rstrip()=="":
2418	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2419
2420	# Check changes in slit width
2421	if width == "":
2422	dxw = 0.0
2423	else:
2424	try:
2425	dxw = float(width)
2426	except:
2427	return True
2428	if self.dxw != dxw:
2429	return True
2430
2431	# Check changes in slit heigth
2432	if height == "":
2433	dxl = 0.0
2434	else:
2435	try:
2436	dxl = float(height)
2437	except:
2438	return True
2439	if self.dxl != dxl:
2440	return True
2441
2442	return False
2443
2444	def _set_slit_smear(self):
2445	"""
2446	Set custom slit smear
2447
2448	:return: message to inform the user about the validity
2449	of the values entered for slit smear
2450	"""
2451	if self.data.__class__.__name__ == "Data2D" or \
2452	self.enable2D:
2453	return
2454	temp_smearer = None
2455	# make sure once more if it is smearer
2456	data = copy.deepcopy(self.data)
2457	data_len = len(data.x)
2458	data.dx = None
2459	data.dxl = None
2460	data.dxw = None
2461	msg = None
2462
2463	try:
2464	self.dxl = float(self.smear_slit_height.GetValue())
2465	data.dxl = self.dxl* numpy.ones(data_len)
2466	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2467	except:
2468	data.dxl = numpy.zeros(data_len)
2469	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2470	self.smear_slit_height.SetBackgroundColour("pink")
2471	msg = "Wrong value entered... "
2472	else:
2473	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2474	try:
2475	self.dxw = float(self.smear_slit_width.GetValue())
2476	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2477	data.dxw = self.dxw* numpy.ones(data_len)
2478	except:
2479	data.dxw = numpy.zeros(data_len)
2480	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2481	self.smear_slit_width.SetBackgroundColour("pink")
2482	msg = "Wrong Fit value entered... "
2483	else:
2484	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2485
2486	self.current_smearer = smear_selection(data, self.model)
2487	#temp_smearer = self.current_smearer
2488	## set smearing value whether or not the data contain the smearing info
2489	self._manager.set_smearer(smearer=self.current_smearer,
2490	fid=self.data.id,
2491	qmin=float(self.qmin_x),
2492	qmax= float(self.qmax_x),
2493	enable_smearer=not self.disable_smearer.GetValue(),
2494	uid=self.uid)
2495	return msg
2496
2497	def update_slit_smear(self):
2498	"""
2499	called by kill_focus on pinhole TextCntrl
2500	to update the changes
2501
2502	:return: False when wrong value was entered
2503
2504	"""
2505	# msg default
2506	msg = None
2507	# check if any value is changed
2508	if self._is_changed_slit():
2509	msg = self._set_slit_smear()
2510	#self._undo.Enable(True)
2511	self.save_current_state()
2512
2513	if msg != None:
2514	return False
2515	else:
2516	return True
2517
2518	def onSmear(self, event):
2519	"""
2520	Create a smear object that will change the way residuals
2521	are compute when fitting
2522	"""
2523	if event != None:
2524	event.Skip()
2525	if self.data is None:
2526	return
2527
2528	if self.model == None:
2529	self.disable_smearer.SetValue(True)
2530	msg="Please select a Model first..."
2531	wx.MessageBox(msg, 'Info')
2532	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2533	"Smear: %s"%msg))
2534	return
2535
2536	# Need update param values
2537	self._update_paramv_on_fit()
2538
2539	temp_smearer = None
2540	self._get_smear_info()
2541
2542	#renew smear sizer
2543	if self.smear_type != None:
2544	self.smear_description_smear_type.SetValue(str(self.smear_type))
2545	self.smear_data_left.SetValue(str(self.dq_l))
2546	self.smear_data_right.SetValue(str(self.dq_r))
2547
2548	self._hide_all_smear_info()
2549
2550	data = copy.deepcopy(self.data)
2551	# make sure once more if it is smearer
2552	self.current_smearer = smear_selection(data, self.model)
2553
2554	if self.enable_smearer.GetValue():
2555	if hasattr(self.data,"dxl"):
2556
2557	msg= ": Resolution smearing parameters"
2558	if hasattr(self.data,"dxw"):
2559	msg= ": Slit smearing parameters"
2560	if self.current_smearer ==None:
2561	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2562	"Data contains no smearing information"))
2563	else:
2564	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2565	"Data contains smearing information"))
2566
2567	#self.smear_description_dqdata.Show(True)
2568	self.smear_data_left.Show(True)
2569	self.smear_data_right.Show(True)
2570	temp_smearer= self.current_smearer
2571	elif self.disable_smearer.GetValue():
2572	self.smear_description_none.Show(True)
2573
2574	self._show_smear_sizer()
2575
2576	self.sizer_set_smearer.Layout()
2577	self.Layout()
2578	## set smearing value whether or not the data contain the smearing info
2579	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer,
2580	fid=self.data.id,
2581	qmin=float(self.qmin_x),
2582	qmax=float(self.qmax_x),
2583	enable_smearer=not self.disable_smearer.GetValue(),
2584	draw=True)
2585
2586	self.state.enable_smearer= self.enable_smearer.GetValue()
2587	self.state.disable_smearer=self.disable_smearer.GetValue()
2588	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2589	self.state.slit_smearer = self.slit_smearer.GetValue()
2590
2591	def on_complete_chisqr(self, event):
2592	"""
2593	Display result chisqr on the panel
2594	:event: activated by fitting/ complete after draw
2595	"""
2596	try:
2597	if event == None:
2598	output= "-"
2599	elif not numpy.isfinite(event.output):
2600	output= "-"
2601	else:
2602	output = event.output
2603	self.tcChi.SetValue(str(format_number(output, True)))
2604	self.state.tcChi = self.tcChi.GetValue()
2605	except:
2606	pass
2607
2608
2609	def select_all_param(self,event):
2610	"""
2611	set to true or false all checkBox given the main checkbox value cb1
2612	"""
2613	self.param_toFit=[]
2614	if self.parameters !=[]:
2615	if self.cb1.GetValue():
2616	for item in self.parameters:
2617	## for data2D select all to fit
2618	if self.data.__class__.__name__== "Data2D" or \
2619	self.enable2D:
2620	item[0].SetValue(True)
2621	self.param_toFit.append(item )
2622	else:
2623	## for 1D all parameters except orientation
2624	if not item in self.orientation_params:
2625	item[0].SetValue(True)
2626	self.param_toFit.append(item )
2627	#if len(self.fittable_param)>0:
2628	for item in self.fittable_param:
2629	if self.data.__class__.__name__== "Data2D" or \
2630	self.enable2D:
2631	item[0].SetValue(True)
2632	self.param_toFit.append(item )
2633	try:
2634	if len(self.values[item[1]]) > 0:
2635	item[0].SetValue(False)
2636	except:
2637	pass
2638
2639	else:
2640	## for 1D all parameters except orientation
2641	if not item in self.orientation_params_disp:
2642	item[0].SetValue(True)
2643	self.param_toFit.append(item )
2644	try:
2645	if len(self.values[item[1]]) > 0:
2646	item[0].SetValue(False)
2647	except:
2648	pass
2649
2650	else:
2651	for item in self.parameters:
2652	item[0].SetValue(False)
2653	for item in self.fittable_param:
2654	item[0].SetValue(False)
2655	self.param_toFit=[]
2656
2657	self.save_current_state_fit()
2658
2659	if event !=None:
2660	#self._undo.Enable(True)
2661	## post state to fit panel
2662	event = PageInfoEvent(page = self)
2663	wx.PostEvent(self.parent, event)
2664
2665	def select_param(self,event):
2666	"""
2667	Select TextCtrl checked for fitting purpose and stores them
2668	in self.param_toFit=[] list
2669	"""
2670	self.param_toFit=[]
2671	for item in self.parameters:
2672	#Skip t ifhe angle parameters if 1D data
2673	if self.data.__class__.__name__ != "Data2D" and\
2674	not self.enable2D:
2675	if item in self.orientation_params:
2676	continue
2677	#Select parameters to fit for list of primary parameters
2678	if item[0].GetValue():
2679	if not (item in self.param_toFit):
2680	self.param_toFit.append(item )
2681	else:
2682	#remove parameters from the fitting list
2683	if item in self.param_toFit:
2684	self.param_toFit.remove(item)
2685
2686	#Select parameters to fit for list of fittable parameters
2687	# with dispersion
2688	for item in self.fittable_param:
2689	#Skip t ifhe angle parameters if 1D data
2690	if self.data.__class__.__name__ != "Data2D" and\
2691	not self.enable2D:
2692	if item in self.orientation_params:
2693	continue
2694	if item[0].GetValue():
2695	if not (item in self.param_toFit):
2696	self.param_toFit.append(item)
2697	else:
2698	#remove parameters from the fitting list
2699	if item in self.param_toFit:
2700	self.param_toFit.remove(item)
2701
2702	#Calculate num. of angle parameters
2703	if self.data.__class__.__name__ == "Data2D" or \
2704	self.enable2D:
2705	len_orient_para = 0
2706	else:
2707	len_orient_para = len(self.orientation_params) #assume even len
2708	#Total num. of angle parameters
2709	if len(self.fittable_param) > 0:
2710	len_orient_para *= 2
2711	#Set the value of checkbox that selected every checkbox or not
2712	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2713	len(self.param_toFit):
2714	self.cb1.SetValue(True)
2715	else:
2716	self.cb1.SetValue(False)
2717	self.save_current_state_fit()
2718	if event !=None:
2719	#self._undo.Enable(True)
2720	## post state to fit panel
2721	event = PageInfoEvent(page = self)
2722	wx.PostEvent(self.parent, event)
2723
2724	def set_model_param_sizer(self, model):
2725	"""
2726	Build the panel from the model content
2727
2728	:param model: the model selected in combo box for fitting purpose
2729
2730	"""
2731	self.sizer3.Clear(True)
2732	self.parameters = []
2733	self.str_parameters = []
2734	self.param_toFit=[]
2735	self.fittable_param=[]
2736	self.fixed_param=[]
2737	self.orientation_params=[]
2738	self.orientation_params_disp=[]
2739
2740	if model ==None:
2741	self.sizer3.Layout()
2742	self.SetupScrolling()
2743	return
2744	## the panel is drawn using the current value of the fit engine
2745	if self.engine_type==None and self._manager !=None:
2746	self.engine_type= self._manager._return_engine_type()
2747
2748	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2749	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2750	sizer = wx.GridBagSizer(5,5)
2751	## save the current model
2752	self.model = model
2753
2754	keys = self.model.getParamList()
2755	#list of dispersion paramaters
2756	self.disp_list=self.model.getDispParamList()
2757
2758	def custom_compare(a,b):
2759	"""
2760	Custom compare to order, first by alphabets then second by number.
2761	"""
2762	# number at the last digit
2763	a_last = a[len(a)-1]
2764	b_last = b[len(b)-1]
2765	# default
2766	num_a = None
2767	num_b = None
2768	# split the names
2769	a2 = a.lower().split('_')
2770	b2 = b.lower().split('_')
2771	# check length of a2, b2
2772	len_a2 = len(a2)
2773	len_b2 = len(b2)
2774	# check if it contains a int number(<10)
2775	try:
2776	num_a = int(a_last)
2777	except: pass
2778	try:
2779	num_b = int(b_last)
2780	except: pass
2781	# Put 'scale' near the top; happens
2782	# when numbered param name exists
2783	if a == 'scale':
2784	return -1
2785	# both have a number
2786	if num_a != None and num_b != None:
2787	if num_a > num_b: return -1
2788	# same number
2789	elif num_a == num_b:
2790	# different last names
2791	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2792	return -cmp(a2[len_a2-1], b2[len_b2-1])
2793	else:
2794	return cmp(a, b)
2795	else: return 1
2796	# one of them has a number
2797	elif num_a != None: return 1
2798	elif num_b != None: return -1
2799	# no numbers
2800	else: return cmp(a.lower(), b.lower())
2801
2802
2803	keys.sort(custom_compare)
2804
2805	iy = 0
2806	ix = 0
2807	select_text = "Select All"
2808	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2809	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2810	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2811	self.cb1.SetValue(True)
2812
2813	sizer.Add(self.cb1,(iy, ix),(1,1),\
2814	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2815	ix +=1
2816	self.text2_2 = wx.StaticText(self, -1, 'Value')
2817	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2818	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2819	ix +=2
2820	self.text2_3 = wx.StaticText(self, -1, 'Error')
2821	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2822	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2823	if not self.is_mac:
2824	self.text2_3.Hide()
2825	ix +=1
2826	self.text2_min = wx.StaticText(self, -1, 'Min')
2827	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2828	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2829	#self.text2_min.Hide()
2830	ix +=1
2831	self.text2_max = wx.StaticText(self, -1, 'Max')
2832	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2833	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2834	#self.text2_max.Hide()
2835	ix += 1
2836	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2837	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2838	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2839	self.text2_4.Hide()
2840
2841	for item in keys:
2842	if not item in self.disp_list and not item in \
2843	self.model.orientation_params:
2844
2845	##prepare a spot to store errors
2846	if not self.model.details.has_key(item):
2847	self.model.details [item] = ["",None,None]
2848
2849	iy += 1
2850	ix = 0
2851	if (self.model.__class__ in \
2852	self.model_list_box["Multi-Functions"] or \
2853	self.temp_multi_functional)\
2854	and (item in self.model.non_fittable):
2855	non_fittable_name = wx.StaticText(self, -1, item )
2856	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2857	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2858	## add parameter value
2859	ix += 1
2860	value= self.model.getParam(item)
2861	if len(self.model.fun_list) > 0:
2862	num = item.split('_')[1][5:7]
2863	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2864	style=wx.CB_READONLY, name = '%s'% item)
2865	self._set_fun_box_list(fun_box)
2866	fun_box.SetSelection(0)
2867	#self.fun_box.SetToolTipString("A function
2868	# describing the interface")
2869	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2870	else:
2871	fun_box = self.ModelTextCtrl(self, -1,
2872	size=(_BOX_WIDTH,20),
2873	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2874	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2875	fun_box.SetValue(format_number(value, True))
2876	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2877	self.str_parameters.append([None,item, fun_box,
2878	None, None, None,
2879	None, None])
2880
2881
2882	else:
2883	## add parameters name with checkbox for selecting to fit
2884	cb = wx.CheckBox(self, -1, item )
2885	cb.SetToolTipString(" Check mark to fit.")
2886	#cb.SetValue(True)
2887	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2888
2889	sizer.Add( cb,( iy, ix),(1,1),
2890	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2891
2892	## add parameter value
2893	ix += 1
2894	value= self.model.getParam(item)
2895	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2896	style=wx.TE_PROCESS_ENTER)
2897	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2898	ctl1.SetValue(format_number(value, True))
2899	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2900	## text to show error sign
2901	ix += 1
2902	text2=wx.StaticText(self, -1, '+/-')
2903	sizer.Add(text2,(iy, ix),(1,1),\
2904	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2905	if not self.is_mac:
2906	text2.Hide()
2907	ix += 1
2908	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2909	sizer.Add(ctl2, (iy,ix),(1,1),
2910	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2911	if not self.is_mac:
2912	ctl2.Hide()
2913
2914	ix += 1
2915	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2916	style=wx.TE_PROCESS_ENTER,
2917	text_enter_callback = self._onparamRangeEnter)
2918
2919	sizer.Add(ctl3, (iy,ix),(1,1),
2920	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2921
2922	ix += 1
2923	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2924	style=wx.TE_PROCESS_ENTER,
2925	text_enter_callback = self._onparamRangeEnter)
2926	sizer.Add(ctl4, (iy,ix),(1,1),
2927	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
2928
2929	ix +=1
2930	# Units
2931	if self.model.details.has_key(item):
2932	units = wx.StaticText(self, -1,
2933	self.model.details[item][0], style=wx.ALIGN_LEFT)
2934	else:
2935	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2936	sizer.Add(units, (iy,ix),(1,1),
2937	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2938
2939	##[cb state, name, value, "+/-", error of fit, min, max , units]
2940	self.parameters.append([cb,item, ctl1,
2941	text2,ctl2, ctl3, ctl4,units])
2942
2943	iy+=1
2944	sizer.Add((10,10),(iy,ix),(1,1),
2945	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2946
2947	# type can be either Guassian or Array
2948	if len(self.model.dispersion.values())>0:
2949	type= self.model.dispersion.values()[0]["type"]
2950	else:
2951	type = "Gaussian"
2952
2953	iy += 1
2954	ix = 0
2955	#Add tile for orientational angle
2956	for item in keys:
2957	if item in self.model.orientation_params:
2958	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2959	sizer.Add(orient_angle,(iy, ix),(1,1),
2960	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2961	if not self.data.__class__.__name__ == "Data2D" and \
2962	not self.enable2D:
2963	orient_angle.Hide()
2964	else:
2965	orient_angle.Show(True)
2966	break
2967
2968	#For Gaussian only
2969	if type.lower() != "array":
2970	for item in self.model.orientation_params:
2971	if not item in self.disp_list:
2972	##prepare a spot to store min max
2973	if not self.model.details.has_key(item):
2974	self.model.details [item] = ["",None,None]
2975
2976	iy += 1
2977	ix = 0
2978	## add parameters name with checkbox for selecting to fit
2979	cb = wx.CheckBox(self, -1, item )
2980	cb.SetValue(False)
2981	cb.SetToolTipString("Check mark to fit")
2982	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2983	if self.data.__class__.__name__ == "Data2D" or \
2984	self.enable2D:
2985	cb.Show(True)
2986	else:
2987	cb.Hide()
2988	sizer.Add( cb,( iy, ix),(1,1),
2989	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2990
2991	## add parameter value
2992	ix += 1
2993	value= self.model.getParam(item)
2994	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2995	style=wx.TE_PROCESS_ENTER)
2996	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2997	ctl1.SetValue(format_number(value, True))
2998	if self.data.__class__.__name__ == "Data2D" or \
2999	self.enable2D:
3000	ctl1.Show(True)
3001	else:
3002	ctl1.Hide()
3003	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3004	## text to show error sign
3005	ix += 1
3006	text2=wx.StaticText(self, -1, '+/-')
3007	sizer.Add(text2,(iy, ix),(1,1),\
3008	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3009
3010	text2.Hide()
3011	ix += 1
3012	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3013	sizer.Add(ctl2, (iy,ix),(1,1),
3014	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3015
3016	ctl2.Hide()
3017
3018
3019	ix += 1
3020	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3021	style=wx.TE_PROCESS_ENTER,
3022	text_enter_callback = self._onparamRangeEnter)
3023
3024	sizer.Add(ctl3, (iy,ix),(1,1),
3025	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3026	ctl3.Hide()
3027
3028	ix += 1
3029	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3030	style=wx.TE_PROCESS_ENTER,
3031	text_enter_callback = self._onparamRangeEnter)
3032	sizer.Add(ctl4, (iy,ix),(1,1),
3033	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3034
3035	ctl4.Hide()
3036
3037	if self.data.__class__.__name__ == "Data2D" or \
3038	self.enable2D:
3039	if self.is_mac:
3040	text2.Show(True)
3041	ctl2.Show(True)
3042	ctl3.Show(True)
3043	ctl4.Show(True)
3044
3045	ix +=1
3046	# Units
3047	if self.model.details.has_key(item):
3048	units = wx.StaticText(self, -1,
3049	self.model.details[item][0],
3050	style=wx.ALIGN_LEFT)
3051	else:
3052	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3053	if self.data.__class__.__name__ == "Data2D" or \
3054	self.enable2D:
3055	units.Show(True)
3056
3057	else:
3058	units.Hide()
3059
3060	sizer.Add(units, (iy,ix),(1,1),
3061	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3062
3063	##[cb state, name, value, "+/-", error of fit,min,max,units]
3064	self.parameters.append([cb,item, ctl1,
3065	text2,ctl2, ctl3, ctl4,units])
3066	self.orientation_params.append([cb,item, ctl1,
3067	text2,ctl2, ctl3, ctl4,units])
3068
3069	iy+=1
3070
3071	#Display units text on panel
3072	for item in keys:
3073	if self.model.details.has_key(item):
3074	self.text2_4.Show()
3075	#Fill the list of fittable parameters
3076	self.select_all_param(event=None)
3077
3078	self.save_current_state_fit()
3079	boxsizer1.Add(sizer)
3080	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3081	self.sizer3.Layout()
3082	self.Layout()
3083	#self.Refresh()
3084
3085	def on_right_down(self, event):
3086	"""
3087	Get key stroke event
3088	"""
3089	if self.data == None:
3090	return
3091	# Figuring out key combo: Cmd for copy, Alt for paste
3092	if event.AltDown() and event.ShiftDown():
3093	self._manager.show_ftol_dialog()
3094	flag = True
3095	elif event.AltDown() or event.ShiftDown():
3096	flag = False
3097	else:
3098	return
3099	# make event free
3100	event.Skip()
3101	# messages depending on the flag
3102	if not flag:
3103	msg = " Could not open ftol dialog;"
3104	msg += " Check if the Scipy fit engine is selected in the menubar."
3105	infor = 'warning'
3106	# inform msg to wx
3107	wx.PostEvent( self.parent.parent,
3108	StatusEvent(status= msg, info=infor))
3109
3110
3111	def _onModel2D(self, event):
3112	"""
3113	toggle view of model from 1D to 2D or 2D from 1D
3114	"""
3115	if self.model_view.GetLabelText() == "Show 2D":
3116	self.model_view.SetLabel("Show 1D")
3117	self.enable2D = True
3118
3119	else:
3120	self.model_view.SetLabel("Show 2D")
3121	self.enable2D = False
3122	self.create_default_data()
3123	self.set_model_param_sizer(self.model)
3124	self._set_sizer_dispersion()
3125	self._set_smear_buttons()
3126	self._draw_model()
3127
3128
3129	self.state.enable2D = copy.deepcopy(self.enable2D)
3130
3131	def _set_smear_buttons(self):
3132	"""
3133	Set semarer radio buttons
3134	"""
3135	# more disables for 2D
3136	if self.data.__class__.__name__ == "Data2D" or \
3137	self.enable2D:
3138	self.slit_smearer.Disable()
3139	self.pinhole_smearer.Enable(True)
3140	self.default_mask = copy.deepcopy(self.data.mask)
3141	else:
3142	self.slit_smearer.Enable(True)
3143	self.pinhole_smearer.Enable(True)
3144
3145
3146	class BGTextCtrl(wx.TextCtrl):
3147	"""
3148	Text control used to display outputs.
3149	No editing allowed. The background is
3150	grayed out. User can't select text.
3151	"""
3152	def __init__(self, args, *kwds):
3153	wx.TextCtrl.__init__(self, args, *kwds)
3154	self.SetEditable(False)
3155	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3156
3157	# Bind to mouse event to avoid text highlighting
3158	# The event will be skipped once the call-back
3159	# is called.
3160	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3161
3162	def _click(self, event):
3163	"""
3164	Prevent further handling of the mouse event
3165	by not calling Skip().
3166	"""
3167	pass
3168

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 55bb249c

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